warning: commands will be executed using /bin/sh
job 2543 at Fri Mar 28 23:31:00 2014
FileBase	/isis1/Yuta/YutaData/YutaMouse20-140325/YutaMouse20-140325/YutaMouse20-140325
ElecNo	1
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 4080746 data points of dimension 30.
meanDims = 30
Starting from 20 clusters...
Entering ConstructFrom: 
--- Running on subset of 1360248 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71759 members 
Mstep: Class 2 contains 71295 members 
Mstep: Class 3 contains 71694 members 
Mstep: Class 4 contains 71339 members 
Mstep: Class 5 contains 71888 members 
Mstep: Class 6 contains 71494 members 
Mstep: Class 7 contains 71931 members 
Mstep: Class 8 contains 71396 members 
Mstep: Class 9 contains 71608 members 
Mstep: Class 10 contains 71416 members 
Mstep: Class 11 contains 71498 members 
Mstep: Class 12 contains 71477 members 
Mstep: Class 13 contains 71968 members 
Mstep: Class 14 contains 71480 members 
Mstep: Class 15 contains 71325 members 
Mstep: Class 16 contains 72187 members 
Mstep: Class 17 contains 71384 members 
Mstep: Class 18 contains 71658 members 
Mstep: Class 19 contains 71451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 1339.926758 but Gain 3502.550781
Score: -146847680.000000 Penalty: 63045.863281
Iteration 0F: 19 clusters Score -1.468477e+08 nChanged 1281800
Entering Unmasked Mstep 
Mstep: Class 0 contains 1882 members 
Mstep: Class 1 contains 65781 members 
Mstep: Class 2 contains 119113 members 
Mstep: Class 3 contains 50151 members 
Mstep: Class 4 contains 38942 members 
Mstep: Class 5 contains 85181 members 
Mstep: Class 6 contains 125938 members 
Mstep: Class 7 contains 75284 members 
Mstep: Class 8 contains 82839 members 
Mstep: Class 9 contains 26786 members 
Mstep: Class 10 contains 80665 members 
Mstep: Class 11 contains 41483 members 
Mstep: Class 12 contains 126350 members 
Mstep: Class 13 contains 77789 members 
Mstep: Class 14 contains 54713 members 
Mstep: Class 15 contains 51203 members 
Mstep: Class 16 contains 54665 members 
Mstep: Class 17 contains 59209 members 
Mstep: Class 19 contains 142274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151606464.000000 Penalty: 63045.863281
Iteration 1F: 19 clusters Score -1.516065e+08 nChanged 612030
Entering Unmasked Mstep 
Mstep: Class 0 contains 349 members 
Mstep: Class 1 contains 95298 members 
Mstep: Class 2 contains 262661 members 
Mstep: Class 3 contains 27428 members 
Mstep: Class 4 contains 13754 members 
Mstep: Class 5 contains 40682 members 
Mstep: Class 6 contains 98421 members 
Mstep: Class 7 contains 82371 members 
Mstep: Class 8 contains 66228 members 
Mstep: Class 9 contains 15930 members 
Mstep: Class 10 contains 136082 members 
Mstep: Class 11 contains 31938 members 
Mstep: Class 12 contains 190322 members 
Mstep: Class 13 contains 48580 members 
Mstep: Class 14 contains 44945 members 
Mstep: Class 15 contains 27621 members 
Mstep: Class 16 contains 48498 members 
Mstep: Class 17 contains 25018 members 
Mstep: Class 19 contains 104122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153207600.000000 Penalty: 63045.863281
Iteration 2F: 19 clusters Score -1.532076e+08 nChanged 385704
Entering Unmasked Mstep 
Mstep: Class 0 contains 108 members 
Mstep: Class 1 contains 88937 members 
Mstep: Class 2 contains 325051 members 
Mstep: Class 3 contains 11310 members 
Mstep: Class 4 contains 5819 members 
Mstep: Class 5 contains 20289 members 
Mstep: Class 6 contains 84559 members 
Mstep: Class 7 contains 71986 members 
Mstep: Class 8 contains 63567 members 
Mstep: Class 9 contains 11043 members 
Mstep: Class 10 contains 144302 members 
Mstep: Class 11 contains 35796 members 
Mstep: Class 12 contains 237016 members 
Mstep: Class 13 contains 36300 members 
Mstep: Class 14 contains 49786 members 
Mstep: Class 15 contains 16933 members 
Mstep: Class 16 contains 59446 members 
Mstep: Class 17 contains 14324 members 
Mstep: Class 19 contains 83676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153836000.000000 Penalty: 63045.863281
Iteration 3F: 19 clusters Score -1.53836e+08 nChanged 303118
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 69701 members 
Mstep: Class 2 contains 313796 members 
Mstep: Class 3 contains 3933 members 
Mstep: Class 4 contains 3615 members 
Mstep: Class 5 contains 14023 members 
Mstep: Class 6 contains 67367 members 
Mstep: Class 7 contains 52174 members 
Mstep: Class 8 contains 58065 members 
Mstep: Class 9 contains 9755 members 
Mstep: Class 10 contains 144594 members 
Mstep: Class 11 contains 43209 members 
Mstep: Class 12 contains 332648 members 
Mstep: Class 13 contains 27201 members 
Mstep: Class 14 contains 55984 members 
Mstep: Class 15 contains 9778 members 
Mstep: Class 16 contains 67780 members 
Mstep: Class 17 contains 19270 members 
Mstep: Class 19 contains 67282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154263216.000000 Penalty: 63045.863281
Iteration 4F: 19 clusters Score -1.542632e+08 nChanged 250549
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 52333 members 
Mstep: Class 2 contains 273465 members 
Mstep: Class 3 contains 3040 members 
Mstep: Class 4 contains 3053 members 
Mstep: Class 5 contains 11107 members 
Mstep: Class 6 contains 50727 members 
Mstep: Class 7 contains 34915 members 
Mstep: Class 8 contains 52699 members 
Mstep: Class 9 contains 9151 members 
Mstep: Class 10 contains 144315 members 
Mstep: Class 11 contains 56246 members 
Mstep: Class 12 contains 433697 members 
Mstep: Class 13 contains 21280 members 
Mstep: Class 14 contains 61289 members 
Mstep: Class 15 contains 4868 members 
Mstep: Class 16 contains 69404 members 
Mstep: Class 17 contains 26711 members 
Mstep: Class 19 contains 51899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 3444.612061 but Gain 3502.546875
Score: -154439376.000000 Penalty: 59543.316406
Iteration 5F: 18 clusters Score -1.544394e+08 nChanged 183902
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 46401 members 
Mstep: Class 2 contains 254413 members 
Mstep: Class 3 contains 4324 members 
Mstep: Class 4 contains 3091 members 
Mstep: Class 5 contains 10023 members 
Mstep: Class 6 contains 38336 members 
Mstep: Class 7 contains 25004 members 
Mstep: Class 8 contains 50617 members 
Mstep: Class 9 contains 8892 members 
Mstep: Class 10 contains 149674 members 
Mstep: Class 11 contains 80029 members 
Mstep: Class 12 contains 464110 members 
Mstep: Class 13 contains 18185 members 
Mstep: Class 14 contains 64154 members 
Mstep: Class 16 contains 66541 members 
Mstep: Class 17 contains 35063 members 
Mstep: Class 19 contains 41351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154601088.000000 Penalty: 59543.316406
Iteration 6F: 18 clusters Score -1.546011e+08 nChanged 134288
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46577 members 
Mstep: Class 2 contains 238419 members 
Mstep: Class 3 contains 5560 members 
Mstep: Class 4 contains 3607 members 
Mstep: Class 5 contains 9359 members 
Mstep: Class 6 contains 27368 members 
Mstep: Class 7 contains 19324 members 
Mstep: Class 8 contains 47479 members 
Mstep: Class 9 contains 8381 members 
Mstep: Class 10 contains 158096 members 
Mstep: Class 11 contains 110157 members 
Mstep: Class 12 contains 462848 members 
Mstep: Class 13 contains 16513 members 
Mstep: Class 14 contains 64443 members 
Mstep: Class 16 contains 62284 members 
Mstep: Class 17 contains 43961 members 
Mstep: Class 19 contains 35852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154776752.000000 Penalty: 59543.316406
Iteration 7F: 18 clusters Score -1.547768e+08 nChanged 110656
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 48962 members 
Mstep: Class 2 contains 227280 members 
Mstep: Class 3 contains 5812 members 
Mstep: Class 4 contains 4045 members 
Mstep: Class 5 contains 9116 members 
Mstep: Class 6 contains 20199 members 
Mstep: Class 7 contains 16106 members 
Mstep: Class 8 contains 42949 members 
Mstep: Class 9 contains 7695 members 
Mstep: Class 10 contains 166493 members 
Mstep: Class 11 contains 139562 members 
Mstep: Class 12 contains 445392 members 
Mstep: Class 13 contains 15400 members 
Mstep: Class 14 contains 64496 members 
Mstep: Class 16 contains 57804 members 
Mstep: Class 17 contains 51511 members 
Mstep: Class 19 contains 37411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154912736.000000 Penalty: 59543.316406
Iteration 8F: 18 clusters Score -1.549127e+08 nChanged 86811
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 51116 members 
Mstep: Class 2 contains 220202 members 
Mstep: Class 3 contains 5884 members 
Mstep: Class 4 contains 4359 members 
Mstep: Class 5 contains 9010 members 
Mstep: Class 6 contains 17168 members 
Mstep: Class 7 contains 14845 members 
Mstep: Class 8 contains 38800 members 
Mstep: Class 9 contains 6980 members 
Mstep: Class 10 contains 174738 members 
Mstep: Class 11 contains 164420 members 
Mstep: Class 12 contains 422518 members 
Mstep: Class 13 contains 14441 members 
Mstep: Class 14 contains 64492 members 
Mstep: Class 16 contains 54073 members 
Mstep: Class 17 contains 57919 members 
Mstep: Class 19 contains 39271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154999776.000000 Penalty: 59543.316406
Iteration 9F: 18 clusters Score -1.549998e+08 nChanged 67654
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 52389 members 
Mstep: Class 2 contains 214948 members 
Mstep: Class 3 contains 5947 members 
Mstep: Class 4 contains 4576 members 
Mstep: Class 5 contains 9009 members 
Mstep: Class 6 contains 16322 members 
Mstep: Class 7 contains 14672 members 
Mstep: Class 8 contains 35071 members 
Mstep: Class 9 contains 6221 members 
Mstep: Class 10 contains 182714 members 
Mstep: Class 11 contains 184945 members 
Mstep: Class 12 contains 400582 members 
Mstep: Class 13 contains 13498 members 
Mstep: Class 14 contains 64418 members 
Mstep: Class 16 contains 51166 members 
Mstep: Class 17 contains 63300 members 
Mstep: Class 19 contains 40459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155058864.000000 Penalty: 59543.316406
Iteration 10Q: 18 clusters Score -1.550589e+08 nChanged 56434
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 53002 members 
Mstep: Class 2 contains 211038 members 
Mstep: Class 3 contains 5977 members 
Mstep: Class 4 contains 4808 members 
Mstep: Class 5 contains 9055 members 
Mstep: Class 6 contains 16342 members 
Mstep: Class 7 contains 15078 members 
Mstep: Class 8 contains 31801 members 
Mstep: Class 9 contains 5443 members 
Mstep: Class 10 contains 189411 members 
Mstep: Class 11 contains 201386 members 
Mstep: Class 12 contains 381778 members 
Mstep: Class 13 contains 12577 members 
Mstep: Class 14 contains 64342 members 
Mstep: Class 16 contains 48970 members 
Mstep: Class 17 contains 67999 members 
Mstep: Class 19 contains 41231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155108000.000000 Penalty: 59543.316406
Iteration 11Q: 18 clusters Score -1.55108e+08 nChanged 49285
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 53128 members 
Mstep: Class 2 contains 208154 members 
Mstep: Class 3 contains 5975 members 
Mstep: Class 4 contains 5074 members 
Mstep: Class 5 contains 9102 members 
Mstep: Class 6 contains 16821 members 
Mstep: Class 7 contains 15735 members 
Mstep: Class 8 contains 28893 members 
Mstep: Class 9 contains 4658 members 
Mstep: Class 10 contains 194705 members 
Mstep: Class 11 contains 214673 members 
Mstep: Class 12 contains 365971 members 
Mstep: Class 13 contains 11819 members 
Mstep: Class 14 contains 64285 members 
Mstep: Class 16 contains 47404 members 
Mstep: Class 17 contains 72249 members 
Mstep: Class 19 contains 41592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155149152.000000 Penalty: 59543.316406
Iteration 12Q: 18 clusters Score -1.551492e+08 nChanged 44246
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 52729 members 
Mstep: Class 2 contains 205977 members 
Mstep: Class 3 contains 6008 members 
Mstep: Class 4 contains 5441 members 
Mstep: Class 5 contains 9141 members 
Mstep: Class 6 contains 17422 members 
Mstep: Class 7 contains 16095 members 
Mstep: Class 8 contains 26399 members 
Mstep: Class 9 contains 3923 members 
Mstep: Class 10 contains 198352 members 
Mstep: Class 11 contains 225747 members 
Mstep: Class 12 contains 352915 members 
Mstep: Class 13 contains 11542 members 
Mstep: Class 14 contains 64218 members 
Mstep: Class 16 contains 46402 members 
Mstep: Class 17 contains 76195 members 
Mstep: Class 19 contains 41732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155183520.000000 Penalty: 59543.316406
Iteration 13Q: 18 clusters Score -1.551835e+08 nChanged 40268
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 51873 members 
Mstep: Class 2 contains 204307 members 
Mstep: Class 3 contains 6058 members 
Mstep: Class 4 contains 5838 members 
Mstep: Class 5 contains 9169 members 
Mstep: Class 6 contains 18016 members 
Mstep: Class 7 contains 16229 members 
Mstep: Class 8 contains 24780 members 
Mstep: Class 9 contains 3377 members 
Mstep: Class 10 contains 200448 members 
Mstep: Class 11 contains 235326 members 
Mstep: Class 12 contains 341784 members 
Mstep: Class 13 contains 11510 members 
Mstep: Class 14 contains 64167 members 
Mstep: Class 16 contains 45803 members 
Mstep: Class 17 contains 79993 members 
Mstep: Class 19 contains 41560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155212864.000000 Penalty: 59543.316406
Iteration 14Q: 18 clusters Score -1.552129e+08 nChanged 36180
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 50681 members 
Mstep: Class 2 contains 202906 members 
Mstep: Class 3 contains 6101 members 
Mstep: Class 4 contains 6235 members 
Mstep: Class 5 contains 9183 members 
Mstep: Class 6 contains 18631 members 
Mstep: Class 7 contains 16359 members 
Mstep: Class 8 contains 24166 members 
Mstep: Class 9 contains 3057 members 
Mstep: Class 10 contains 201474 members 
Mstep: Class 11 contains 243367 members 
Mstep: Class 12 contains 332323 members 
Mstep: Class 13 contains 11504 members 
Mstep: Class 14 contains 64143 members 
Mstep: Class 16 contains 45483 members 
Mstep: Class 17 contains 83565 members 
Mstep: Class 19 contains 41060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155242544.000000 Penalty: 59543.316406
Iteration 15Q: 18 clusters Score -1.552425e+08 nChanged 31225
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 49187 members 
Mstep: Class 2 contains 201727 members 
Mstep: Class 3 contains 6138 members 
Mstep: Class 4 contains 6657 members 
Mstep: Class 5 contains 9202 members 
Mstep: Class 6 contains 19150 members 
Mstep: Class 7 contains 16573 members 
Mstep: Class 8 contains 24363 members 
Mstep: Class 9 contains 2874 members 
Mstep: Class 10 contains 201503 members 
Mstep: Class 11 contains 249380 members 
Mstep: Class 12 contains 325860 members 
Mstep: Class 13 contains 11504 members 
Mstep: Class 14 contains 64123 members 
Mstep: Class 16 contains 45323 members 
Mstep: Class 17 contains 86495 members 
Mstep: Class 19 contains 40179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155264464.000000 Penalty: 59543.316406
Iteration 16Q: 18 clusters Score -1.552645e+08 nChanged 26930
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 47637 members 
Mstep: Class 2 contains 200716 members 
Mstep: Class 3 contains 6190 members 
Mstep: Class 4 contains 7040 members 
Mstep: Class 5 contains 9216 members 
Mstep: Class 6 contains 19538 members 
Mstep: Class 7 contains 16906 members 
Mstep: Class 8 contains 24891 members 
Mstep: Class 9 contains 2779 members 
Mstep: Class 10 contains 200927 members 
Mstep: Class 11 contains 253618 members 
Mstep: Class 12 contains 321736 members 
Mstep: Class 13 contains 11502 members 
Mstep: Class 14 contains 64105 members 
Mstep: Class 16 contains 45235 members 
Mstep: Class 17 contains 89239 members 
Mstep: Class 19 contains 38963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155279424.000000 Penalty: 59543.316406
Iteration 17Q: 18 clusters Score -1.552794e+08 nChanged 23150
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46136 members 
Mstep: Class 2 contains 199837 members 
Mstep: Class 3 contains 6236 members 
Mstep: Class 4 contains 7438 members 
Mstep: Class 5 contains 9238 members 
Mstep: Class 6 contains 19970 members 
Mstep: Class 7 contains 17288 members 
Mstep: Class 8 contains 25614 members 
Mstep: Class 9 contains 2748 members 
Mstep: Class 10 contains 199943 members 
Mstep: Class 11 contains 256442 members 
Mstep: Class 12 contains 319211 members 
Mstep: Class 13 contains 11502 members 
Mstep: Class 14 contains 64085 members 
Mstep: Class 16 contains 45187 members 
Mstep: Class 17 contains 91699 members 
Mstep: Class 19 contains 37663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155291760.000000 Penalty: 59543.316406
Iteration 18Q: 18 clusters Score -1.552918e+08 nChanged 20393
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 44961 members 
Mstep: Class 2 contains 199133 members 
Mstep: Class 3 contains 6268 members 
Mstep: Class 4 contains 7751 members 
Mstep: Class 5 contains 9257 members 
Mstep: Class 6 contains 20328 members 
Mstep: Class 7 contains 17690 members 
Mstep: Class 8 contains 26416 members 
Mstep: Class 9 contains 2729 members 
Mstep: Class 10 contains 198601 members 
Mstep: Class 11 contains 258345 members 
Mstep: Class 12 contains 317602 members 
Mstep: Class 13 contains 11502 members 
Mstep: Class 14 contains 64074 members 
Mstep: Class 16 contains 45166 members 
Mstep: Class 17 contains 93958 members 
Mstep: Class 19 contains 36457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155301728.000000 Penalty: 59543.316406
Iteration 19Q: 18 clusters Score -1.553017e+08 nChanged 17992
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 43941 members 
Mstep: Class 2 contains 198550 members 
Mstep: Class 3 contains 6305 members 
Mstep: Class 4 contains 8061 members 
Mstep: Class 5 contains 9276 members 
Mstep: Class 6 contains 20760 members 
Mstep: Class 7 contains 17966 members 
Mstep: Class 8 contains 27306 members 
Mstep: Class 9 contains 2734 members 
Mstep: Class 10 contains 197175 members 
Mstep: Class 11 contains 259484 members 
Mstep: Class 12 contains 316547 members 
Mstep: Class 13 contains 11501 members 
Mstep: Class 14 contains 64062 members 
Mstep: Class 16 contains 45170 members 
Mstep: Class 17 contains 95865 members 
Mstep: Class 19 contains 35535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155315008.000000 Penalty: 59543.316406
Iteration 20F: 18 clusters Score -1.55315e+08 nChanged 17338
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 43328 members 
Mstep: Class 2 contains 198133 members 
Mstep: Class 3 contains 6307 members 
Mstep: Class 4 contains 9155 members 
Mstep: Class 5 contains 9284 members 
Mstep: Class 6 contains 20961 members 
Mstep: Class 7 contains 18434 members 
Mstep: Class 8 contains 28240 members 
Mstep: Class 9 contains 2113 members 
Mstep: Class 10 contains 195547 members 
Mstep: Class 11 contains 260099 members 
Mstep: Class 12 contains 315821 members 
Mstep: Class 13 contains 11500 members 
Mstep: Class 14 contains 64055 members 
Mstep: Class 16 contains 45114 members 
Mstep: Class 17 contains 97770 members 
Mstep: Class 19 contains 34378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155326240.000000 Penalty: 59543.316406
Iteration 21Q: 18 clusters Score -1.553262e+08 nChanged 16295
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 42829 members 
Mstep: Class 2 contains 197843 members 
Mstep: Class 3 contains 6331 members 
Mstep: Class 4 contains 9784 members 
Mstep: Class 5 contains 9305 members 
Mstep: Class 6 contains 21395 members 
Mstep: Class 7 contains 18514 members 
Mstep: Class 8 contains 29267 members 
Mstep: Class 9 contains 1986 members 
Mstep: Class 10 contains 193864 members 
Mstep: Class 11 contains 260264 members 
Mstep: Class 12 contains 315487 members 
Mstep: Class 13 contains 11502 members 
Mstep: Class 14 contains 64040 members 
Mstep: Class 16 contains 45072 members 
Mstep: Class 17 contains 99046 members 
Mstep: Class 19 contains 33710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155334224.000000 Penalty: 59543.316406
Iteration 22Q: 18 clusters Score -1.553342e+08 nChanged 14324
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 42578 members 
Mstep: Class 2 contains 197695 members 
Mstep: Class 3 contains 6357 members 
Mstep: Class 4 contains 10222 members 
Mstep: Class 5 contains 9333 members 
Mstep: Class 6 contains 21810 members 
Mstep: Class 7 contains 18370 members 
Mstep: Class 8 contains 30305 members 
Mstep: Class 9 contains 1955 members 
Mstep: Class 10 contains 192123 members 
Mstep: Class 11 contains 260343 members 
Mstep: Class 12 contains 315431 members 
Mstep: Class 13 contains 11500 members 
Mstep: Class 14 contains 64020 members 
Mstep: Class 16 contains 45061 members 
Mstep: Class 17 contains 99749 members 
Mstep: Class 19 contains 33387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155339472.000000 Penalty: 59543.316406
Iteration 23Q: 18 clusters Score -1.553395e+08 nChanged 12321
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 42421 members 
Mstep: Class 2 contains 197629 members 
Mstep: Class 3 contains 6372 members 
Mstep: Class 4 contains 10602 members 
Mstep: Class 5 contains 9355 members 
Mstep: Class 6 contains 22167 members 
Mstep: Class 7 contains 18045 members 
Mstep: Class 8 contains 31378 members 
Mstep: Class 9 contains 1944 members 
Mstep: Class 10 contains 190562 members 
Mstep: Class 11 contains 260379 members 
Mstep: Class 12 contains 315460 members 
Mstep: Class 13 contains 11500 members 
Mstep: Class 14 contains 64012 members 
Mstep: Class 16 contains 45056 members 
Mstep: Class 17 contains 100138 members 
Mstep: Class 19 contains 33219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155343856.000000 Penalty: 59543.316406
Iteration 24Q: 18 clusters Score -1.553439e+08 nChanged 10888
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 42294 members 
Mstep: Class 2 contains 197599 members 
Mstep: Class 3 contains 6386 members 
Mstep: Class 4 contains 10948 members 
Mstep: Class 5 contains 9366 members 
Mstep: Class 6 contains 22423 members 
Mstep: Class 7 contains 17720 members 
Mstep: Class 8 contains 32420 members 
Mstep: Class 9 contains 1942 members 
Mstep: Class 10 contains 189099 members 
Mstep: Class 11 contains 260528 members 
Mstep: Class 12 contains 315547 members 
Mstep: Class 13 contains 11499 members 
Mstep: Class 14 contains 64011 members 
Mstep: Class 16 contains 45057 members 
Mstep: Class 17 contains 100250 members 
Mstep: Class 19 contains 33150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155345904.000000 Penalty: 59543.316406
Iteration 25Q: 18 clusters Score -1.553459e+08 nChanged 9632
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 42265 members 
Mstep: Class 2 contains 197559 members 
Mstep: Class 3 contains 6406 members 
Mstep: Class 4 contains 11233 members 
Mstep: Class 5 contains 9382 members 
Mstep: Class 6 contains 22623 members 
Mstep: Class 7 contains 17462 members 
Mstep: Class 8 contains 33434 members 
Mstep: Class 9 contains 1938 members 
Mstep: Class 10 contains 187715 members 
Mstep: Class 11 contains 260613 members 
Mstep: Class 12 contains 315635 members 
Mstep: Class 13 contains 11499 members 
Mstep: Class 14 contains 64006 members 
Mstep: Class 16 contains 45058 members 
Mstep: Class 17 contains 100214 members 
Mstep: Class 19 contains 33197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155348592.000000 Penalty: 59543.316406
Iteration 26Q: 18 clusters Score -1.553486e+08 nChanged 8679
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 42256 members 
Mstep: Class 2 contains 197602 members 
Mstep: Class 3 contains 6433 members 
Mstep: Class 4 contains 11486 members 
Mstep: Class 5 contains 9392 members 
Mstep: Class 6 contains 22772 members 
Mstep: Class 7 contains 17253 members 
Mstep: Class 8 contains 34421 members 
Mstep: Class 9 contains 1935 members 
Mstep: Class 10 contains 186349 members 
Mstep: Class 11 contains 260652 members 
Mstep: Class 12 contains 315782 members 
Mstep: Class 13 contains 11500 members 
Mstep: Class 14 contains 64002 members 
Mstep: Class 16 contains 45061 members 
Mstep: Class 17 contains 99959 members 
Mstep: Class 19 contains 33384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155351376.000000 Penalty: 59543.316406
Iteration 27Q: 18 clusters Score -1.553514e+08 nChanged 8021
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 42256 members 
Mstep: Class 2 contains 197647 members 
Mstep: Class 3 contains 6466 members 
Mstep: Class 4 contains 11666 members 
Mstep: Class 5 contains 9400 members 
Mstep: Class 6 contains 22876 members 
Mstep: Class 7 contains 17095 members 
Mstep: Class 8 contains 35315 members 
Mstep: Class 9 contains 1934 members 
Mstep: Class 10 contains 184994 members 
Mstep: Class 11 contains 260646 members 
Mstep: Class 12 contains 316019 members 
Mstep: Class 13 contains 11497 members 
Mstep: Class 14 contains 63991 members 
Mstep: Class 16 contains 45071 members 
Mstep: Class 17 contains 99681 members 
Mstep: Class 19 contains 33685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155352976.000000 Penalty: 59543.316406
Iteration 28Q: 18 clusters Score -1.55353e+08 nChanged 7614
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 42252 members 
Mstep: Class 2 contains 197687 members 
Mstep: Class 3 contains 6489 members 
Mstep: Class 4 contains 11806 members 
Mstep: Class 5 contains 9413 members 
Mstep: Class 6 contains 22964 members 
Mstep: Class 7 contains 16954 members 
Mstep: Class 8 contains 36160 members 
Mstep: Class 9 contains 1935 members 
Mstep: Class 10 contains 183748 members 
Mstep: Class 11 contains 260662 members 
Mstep: Class 12 contains 316185 members 
Mstep: Class 13 contains 11497 members 
Mstep: Class 14 contains 63984 members 
Mstep: Class 16 contains 45079 members 
Mstep: Class 17 contains 99328 members 
Mstep: Class 19 contains 34096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155354448.000000 Penalty: 59543.316406
Iteration 29Q: 18 clusters Score -1.553544e+08 nChanged 7512
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 42280 members 
Mstep: Class 2 contains 197720 members 
Mstep: Class 3 contains 6534 members 
Mstep: Class 4 contains 11911 members 
Mstep: Class 5 contains 9416 members 
Mstep: Class 6 contains 23022 members 
Mstep: Class 7 contains 16834 members 
Mstep: Class 8 contains 36966 members 
Mstep: Class 9 contains 1936 members 
Mstep: Class 10 contains 182491 members 
Mstep: Class 11 contains 260721 members 
Mstep: Class 12 contains 316297 members 
Mstep: Class 13 contains 11495 members 
Mstep: Class 14 contains 63984 members 
Mstep: Class 16 contains 45090 members 
Mstep: Class 17 contains 98939 members 
Mstep: Class 19 contains 34603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155355376.000000 Penalty: 59543.316406
Iteration 30Q: 18 clusters Score -1.553554e+08 nChanged 7459
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 42239 members 
Mstep: Class 2 contains 197753 members 
Mstep: Class 3 contains 6566 members 
Mstep: Class 4 contains 11974 members 
Mstep: Class 5 contains 9419 members 
Mstep: Class 6 contains 23059 members 
Mstep: Class 7 contains 16748 members 
Mstep: Class 8 contains 37763 members 
Mstep: Class 9 contains 1936 members 
Mstep: Class 10 contains 181378 members 
Mstep: Class 11 contains 260774 members 
Mstep: Class 12 contains 316393 members 
Mstep: Class 13 contains 11494 members 
Mstep: Class 14 contains 63978 members 
Mstep: Class 16 contains 45103 members 
Mstep: Class 17 contains 98516 members 
Mstep: Class 19 contains 35146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155357120.000000 Penalty: 59543.316406
Iteration 31Q: 18 clusters Score -1.553571e+08 nChanged 7299
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 42232 members 
Mstep: Class 2 contains 197762 members 
Mstep: Class 3 contains 6604 members 
Mstep: Class 4 contains 12016 members 
Mstep: Class 5 contains 9424 members 
Mstep: Class 6 contains 23087 members 
Mstep: Class 7 contains 16688 members 
Mstep: Class 8 contains 38545 members 
Mstep: Class 9 contains 1935 members 
Mstep: Class 10 contains 180401 members 
Mstep: Class 11 contains 260749 members 
Mstep: Class 12 contains 316397 members 
Mstep: Class 13 contains 11492 members 
Mstep: Class 14 contains 63974 members 
Mstep: Class 16 contains 45114 members 
Mstep: Class 17 contains 98097 members 
Mstep: Class 19 contains 35722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155358816.000000 Penalty: 59543.316406
Iteration 32Q: 18 clusters Score -1.553588e+08 nChanged 7270
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 42188 members 
Mstep: Class 2 contains 197792 members 
Mstep: Class 3 contains 6625 members 
Mstep: Class 4 contains 12030 members 
Mstep: Class 5 contains 9424 members 
Mstep: Class 6 contains 23100 members 
Mstep: Class 7 contains 16637 members 
Mstep: Class 8 contains 39343 members 
Mstep: Class 9 contains 1934 members 
Mstep: Class 10 contains 179531 members 
Mstep: Class 11 contains 260745 members 
Mstep: Class 12 contains 316384 members 
Mstep: Class 13 contains 11492 members 
Mstep: Class 14 contains 63975 members 
Mstep: Class 16 contains 45126 members 
Mstep: Class 17 contains 97563 members 
Mstep: Class 19 contains 36350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155360784.000000 Penalty: 59543.316406
Iteration 33Q: 18 clusters Score -1.553608e+08 nChanged 7530
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 42252 members 
Mstep: Class 2 contains 197857 members 
Mstep: Class 3 contains 6655 members 
Mstep: Class 4 contains 12025 members 
Mstep: Class 5 contains 9423 members 
Mstep: Class 6 contains 23106 members 
Mstep: Class 7 contains 16576 members 
Mstep: Class 8 contains 40094 members 
Mstep: Class 9 contains 1936 members 
Mstep: Class 10 contains 178570 members 
Mstep: Class 11 contains 260726 members 
Mstep: Class 12 contains 316497 members 
Mstep: Class 13 contains 11492 members 
Mstep: Class 14 contains 63971 members 
Mstep: Class 16 contains 45141 members 
Mstep: Class 17 contains 96960 members 
Mstep: Class 19 contains 36958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155362848.000000 Penalty: 59543.316406
Iteration 34Q: 18 clusters Score -1.553628e+08 nChanged 7910
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 42474 members 
Mstep: Class 2 contains 197936 members 
Mstep: Class 3 contains 6677 members 
Mstep: Class 4 contains 12015 members 
Mstep: Class 5 contains 9424 members 
Mstep: Class 6 contains 23106 members 
Mstep: Class 7 contains 16529 members 
Mstep: Class 8 contains 40800 members 
Mstep: Class 9 contains 1936 members 
Mstep: Class 10 contains 177428 members 
Mstep: Class 11 contains 260636 members 
Mstep: Class 12 contains 316599 members 
Mstep: Class 13 contains 11492 members 
Mstep: Class 14 contains 63970 members 
Mstep: Class 16 contains 45154 members 
Mstep: Class 17 contains 96469 members 
Mstep: Class 19 contains 37594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155364928.000000 Penalty: 59543.316406
Iteration 35Q: 18 clusters Score -1.553649e+08 nChanged 8382
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 42914 members 
Mstep: Class 2 contains 198017 members 
Mstep: Class 3 contains 6700 members 
Mstep: Class 4 contains 12026 members 
Mstep: Class 5 contains 9427 members 
Mstep: Class 6 contains 23098 members 
Mstep: Class 7 contains 16499 members 
Mstep: Class 8 contains 41519 members 
Mstep: Class 9 contains 1935 members 
Mstep: Class 10 contains 176184 members 
Mstep: Class 11 contains 260513 members 
Mstep: Class 12 contains 316631 members 
Mstep: Class 13 contains 11492 members 
Mstep: Class 14 contains 63968 members 
Mstep: Class 16 contains 45169 members 
Mstep: Class 17 contains 95961 members 
Mstep: Class 19 contains 38186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155367568.000000 Penalty: 59543.316406
Iteration 36Q: 18 clusters Score -1.553676e+08 nChanged 8650
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 43767 members 
Mstep: Class 2 contains 198107 members 
Mstep: Class 3 contains 6714 members 
Mstep: Class 4 contains 12044 members 
Mstep: Class 5 contains 9428 members 
Mstep: Class 6 contains 23093 members 
Mstep: Class 7 contains 16479 members 
Mstep: Class 8 contains 42185 members 
Mstep: Class 9 contains 1933 members 
Mstep: Class 10 contains 174596 members 
Mstep: Class 11 contains 260404 members 
Mstep: Class 12 contains 316548 members 
Mstep: Class 13 contains 11492 members 
Mstep: Class 14 contains 63968 members 
Mstep: Class 16 contains 45175 members 
Mstep: Class 17 contains 95530 members 
Mstep: Class 19 contains 38776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155370336.000000 Penalty: 59543.316406
Iteration 37Q: 18 clusters Score -1.553703e+08 nChanged 9040
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 45318 members 
Mstep: Class 2 contains 198196 members 
Mstep: Class 3 contains 6725 members 
Mstep: Class 4 contains 12062 members 
Mstep: Class 5 contains 9428 members 
Mstep: Class 6 contains 23085 members 
Mstep: Class 7 contains 16446 members 
Mstep: Class 8 contains 42837 members 
Mstep: Class 9 contains 1933 members 
Mstep: Class 10 contains 172599 members 
Mstep: Class 11 contains 260296 members 
Mstep: Class 12 contains 316309 members 
Mstep: Class 13 contains 11492 members 
Mstep: Class 14 contains 63967 members 
Mstep: Class 16 contains 45177 members 
Mstep: Class 17 contains 95087 members 
Mstep: Class 19 contains 39282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155373808.000000 Penalty: 59543.316406
Iteration 38Q: 18 clusters Score -1.553738e+08 nChanged 9211
Entering ConstructFrom: 
Score: -155373808.000000 Penalty: 59543.316406
Entering ConstructFrom: 
Trying to split cluster 1 (47435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47435 members 
Entering Unmasked Estep 
Score: -5593507.500000 Penalty: 2670.244629
	Iteration 0F: 2 clusters Score -5593508 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23732 members 
Mstep: Class 2 contains 23703 members 
Entering Unmasked Estep 
Score: -5561421.000000 Penalty: 5340.489258
	Iteration 0F: 3 clusters Score -5561421 nChanged 21890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22970 members 
Mstep: Class 2 contains 24465 members 
Entering Unmasked Estep 
Score: -5573836.000000 Penalty: 5340.489258
	Iteration 1F: 3 clusters Score -5573836 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22430 members 
Mstep: Class 2 contains 25005 members 
Entering Unmasked Estep 
Score: -5574620.500000 Penalty: 5340.489258
	Iteration 2Q: 3 clusters Score -5574620 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21678 members 
Mstep: Class 2 contains 25757 members 
Entering Unmasked Estep 
Score: -5575676.000000 Penalty: 5340.489258
	Iteration 3Q: 3 clusters Score -5575676 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20699 members 
Mstep: Class 2 contains 26736 members 
Entering Unmasked Estep 
Score: -5577037.000000 Penalty: 5340.489258
	Iteration 4F: 3 clusters Score -5577037 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19377 members 
Mstep: Class 2 contains 28058 members 
Entering Unmasked Estep 
Score: -5578764.000000 Penalty: 5340.489258
	Iteration 5F: 3 clusters Score -5578764 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17627 members 
Mstep: Class 2 contains 29808 members 
Entering Unmasked Estep 
Score: -5580939.000000 Penalty: 5340.489258
	Iteration 6F: 3 clusters Score -5580939 nChanged 3292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15665 members 
Mstep: Class 2 contains 31770 members 
Entering Unmasked Estep 
Score: -5583455.500000 Penalty: 5340.489258
	Iteration 7F: 3 clusters Score -5583456 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13768 members 
Mstep: Class 2 contains 33667 members 
Entering Unmasked Estep 
Score: -5585859.500000 Penalty: 5340.489258
	Iteration 8F: 3 clusters Score -5585860 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 35164 members 
Entering Unmasked Estep 
Score: -5587824.500000 Penalty: 5340.489258
	Iteration 9F: 3 clusters Score -5587824 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 36271 members 
Entering Unmasked Estep 
Score: -5589123.500000 Penalty: 5340.489258
	Iteration 10Q: 3 clusters Score -5589124 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 36996 members 
Entering Unmasked Estep 
Score: -5589756.500000 Penalty: 5340.489258
	Iteration 11Q: 3 clusters Score -5589756 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 37543 members 
Entering Unmasked Estep 
Score: -5590119.500000 Penalty: 5340.489258
	Iteration 12Q: 3 clusters Score -5590120 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 37982 members 
Entering Unmasked Estep 
Score: -5590377.500000 Penalty: 5340.489258
	Iteration 13Q: 3 clusters Score -5590378 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 38379 members 
Entering Unmasked Estep 
Score: -5590500.500000 Penalty: 5340.489258
	Iteration 14Q: 3 clusters Score -5590500 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 38717 members 
Entering Unmasked Estep 
Score: -5590616.500000 Penalty: 5340.489258
	Iteration 15Q: 3 clusters Score -5590616 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 39005 members 
Entering Unmasked Estep 
Score: -5590713.500000 Penalty: 5340.489258
	Iteration 16Q: 3 clusters Score -5590714 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 39302 members 
Entering Unmasked Estep 
Score: -5590791.500000 Penalty: 5340.489258
	Iteration 17Q: 3 clusters Score -5590792 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 39587 members 
Entering Unmasked Estep 
Score: -5590863.500000 Penalty: 5340.489258
	Iteration 18Q: 3 clusters Score -5590864 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 39827 members 
Entering Unmasked Estep 
Score: -5590908.000000 Penalty: 5340.489258
	Iteration 19Q: 3 clusters Score -5590908 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 40015 members 
Entering Unmasked Estep 
Score: -5590937.000000 Penalty: 5340.489258
	Iteration 20F: 3 clusters Score -5590937 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 40204 members 
Entering Unmasked Estep 
Score: -5590963.500000 Penalty: 5340.489258
	Iteration 21Q: 3 clusters Score -5590964 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 40379 members 
Entering Unmasked Estep 
Score: -5590974.000000 Penalty: 5340.489258
	Iteration 22Q: 3 clusters Score -5590974 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 40550 members 
Entering Unmasked Estep 
Score: -5591009.000000 Penalty: 5340.489258
	Iteration 23Q: 3 clusters Score -5591009 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 40702 members 
Entering Unmasked Estep 
Score: -5591040.000000 Penalty: 5340.489258
	Iteration 24Q: 3 clusters Score -5591040 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 40870 members 
Entering Unmasked Estep 
Score: -5591086.000000 Penalty: 5340.489258
	Iteration 25Q: 3 clusters Score -5591086 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 41016 members 
Entering Unmasked Estep 
Score: -5591106.000000 Penalty: 5340.489258
	Iteration 26Q: 3 clusters Score -5591106 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 41151 members 
Entering Unmasked Estep 
Score: -5591133.000000 Penalty: 5340.489258
	Iteration 27Q: 3 clusters Score -5591133 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 41294 members 
Entering Unmasked Estep 
Score: -5591135.500000 Penalty: 5340.489258
	Iteration 28Q: 3 clusters Score -5591136 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 41447 members 
Entering Unmasked Estep 
Score: -5591167.000000 Penalty: 5340.489258
	Iteration 29Q: 3 clusters Score -5591167 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 41583 members 
Entering Unmasked Estep 
Score: -5591189.000000 Penalty: 5340.489258
	Iteration 30Q: 3 clusters Score -5591189 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 41707 members 
Entering Unmasked Estep 
Score: -5591220.500000 Penalty: 5340.489258
	Iteration 31Q: 3 clusters Score -5591220 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 41838 members 
Entering Unmasked Estep 
Score: -5591242.500000 Penalty: 5340.489258
	Iteration 32Q: 3 clusters Score -5591242 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 41967 members 
Entering Unmasked Estep 
Score: -5591274.500000 Penalty: 5340.489258
	Iteration 33Q: 3 clusters Score -5591274 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 42101 members 
Entering Unmasked Estep 
Score: -5591303.000000 Penalty: 5340.489258
	Iteration 34Q: 3 clusters Score -5591303 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 42216 members 
Entering Unmasked Estep 
Score: -5591304.000000 Penalty: 5340.489258
	Iteration 35Q: 3 clusters Score -5591304 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 42323 members 
Entering Unmasked Estep 
Score: -5591332.000000 Penalty: 5340.489258
	Iteration 36Q: 3 clusters Score -5591332 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 42407 members 
Entering Unmasked Estep 
Score: -5591348.500000 Penalty: 5340.489258
	Iteration 37Q: 3 clusters Score -5591348 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 42491 members 
Entering Unmasked Estep 
Score: -5591368.500000 Penalty: 5340.489258
	Iteration 38Q: 3 clusters Score -5591368 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 42585 members 
Entering Unmasked Estep 
Score: -5591385.500000 Penalty: 5340.489258
	Iteration 39Q: 3 clusters Score -5591386 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 42684 members 
Entering Unmasked Estep 
Score: -5591415.000000 Penalty: 5340.489258
	Iteration 40F: 3 clusters Score -5591415 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 42788 members 
Entering Unmasked Estep 
Score: -5591432.500000 Penalty: 5340.489258
	Iteration 41Q: 3 clusters Score -5591432 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 42882 members 
Entering Unmasked Estep 
Score: -5591449.000000 Penalty: 5340.489258
	Iteration 42Q: 3 clusters Score -5591449 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 42970 members 
Entering Unmasked Estep 
Score: -5591490.000000 Penalty: 5340.489258
	Iteration 43Q: 3 clusters Score -5591490 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 43046 members 
Entering Unmasked Estep 
Score: -5591485.000000 Penalty: 5340.489258
	Iteration 44Q: 3 clusters Score -5591485 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 43110 members 
Entering Unmasked Estep 
Score: -5591479.500000 Penalty: 5340.489258
	Iteration 45Q: 3 clusters Score -5591480 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 43167 members 
Entering Unmasked Estep 
Score: -5591490.500000 Penalty: 5340.489258
	Iteration 46Q: 3 clusters Score -5591490 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 43221 members 
Entering Unmasked Estep 
Score: -5591487.000000 Penalty: 5340.489258
	Iteration 47Q: 3 clusters Score -5591487 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 43269 members 
Entering Unmasked Estep 
Score: -5591495.500000 Penalty: 5340.489258
	Iteration 48Q: 3 clusters Score -5591496 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 43302 members 
Entering Unmasked Estep 
Score: -5591500.500000 Penalty: 5340.489258
	Iteration 49Q: 3 clusters Score -5591500 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 43329 members 
Entering Unmasked Estep 
Score: -5591493.000000 Penalty: 5340.489258
	Iteration 50Q: 3 clusters Score -5591493 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 43347 members 
Entering Unmasked Estep 
Score: -5591485.500000 Penalty: 5340.489258
	Iteration 51Q: 3 clusters Score -5591486 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 43369 members 
Entering Unmasked Estep 
Score: -5591495.500000 Penalty: 5340.489258
	Iteration 52Q: 3 clusters Score -5591496 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 43383 members 
Entering Unmasked Estep 
Score: -5591489.000000 Penalty: 5340.489258
	Iteration 53Q: 3 clusters Score -5591489 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 43402 members 
Entering Unmasked Estep 
Score: -5591501.500000 Penalty: 5340.489258
	Iteration 54Q: 3 clusters Score -5591502 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 43425 members 
Entering Unmasked Estep 
Score: -5591498.000000 Penalty: 5340.489258
	Iteration 55Q: 3 clusters Score -5591498 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 43444 members 
Entering Unmasked Estep 
Score: -5591503.500000 Penalty: 5340.489258
	Iteration 56Q: 3 clusters Score -5591504 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 43463 members 
Entering Unmasked Estep 
Score: -5591504.000000 Penalty: 5340.489258
	Iteration 57Q: 3 clusters Score -5591504 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 43480 members 
Entering Unmasked Estep 
Score: -5591505.000000 Penalty: 5340.489258
	Iteration 58Q: 3 clusters Score -5591505 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 43495 members 
Entering Unmasked Estep 
Score: -5591512.000000 Penalty: 5340.489258
	Iteration 59Q: 3 clusters Score -5591512 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 43510 members 
Entering Unmasked Estep 
Score: -5591515.000000 Penalty: 5340.489258
	Iteration 60F: 3 clusters Score -5591515 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 43529 members 
Entering Unmasked Estep 
Score: -5591516.000000 Penalty: 5340.489258
	Iteration 61Q: 3 clusters Score -5591516 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 43548 members 
Entering Unmasked Estep 
Score: -5591521.000000 Penalty: 5340.489258
	Iteration 62Q: 3 clusters Score -5591521 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 43572 members 
Entering Unmasked Estep 
Score: -5591518.500000 Penalty: 5340.489258
	Iteration 63Q: 3 clusters Score -5591518 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 43596 members 
Entering Unmasked Estep 
Score: -5591516.000000 Penalty: 5340.489258
	Iteration 64Q: 3 clusters Score -5591516 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 43618 members 
Entering Unmasked Estep 
Score: -5591513.000000 Penalty: 5340.489258
	Iteration 65Q: 3 clusters Score -5591513 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 43642 members 
Entering Unmasked Estep 
Score: -5591513.000000 Penalty: 5340.489258
	Iteration 66Q: 3 clusters Score -5591513 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 43668 members 
Entering Unmasked Estep 
Score: -5591534.000000 Penalty: 5340.489258
	Iteration 67Q: 3 clusters Score -5591534 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 43692 members 
Entering Unmasked Estep 
Score: -5591527.000000 Penalty: 5340.489258
	Iteration 68Q: 3 clusters Score -5591527 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 43715 members 
Entering Unmasked Estep 
Score: -5591529.000000 Penalty: 5340.489258
	Iteration 69Q: 3 clusters Score -5591529 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 43732 members 
Entering Unmasked Estep 
Score: -5591536.500000 Penalty: 5340.489258
	Iteration 70Q: 3 clusters Score -5591536 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 43746 members 
Entering Unmasked Estep 
Score: -5591536.500000 Penalty: 5340.489258
	Iteration 71Q: 3 clusters Score -5591536 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 43761 members 
Entering Unmasked Estep 
Score: -5591530.000000 Penalty: 5340.489258
	Iteration 72Q: 3 clusters Score -5591530 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 43772 members 
Entering Unmasked Estep 
Score: -5591537.500000 Penalty: 5340.489258
	Iteration 73Q: 3 clusters Score -5591538 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 43783 members 
Entering Unmasked Estep 
Score: -5591536.000000 Penalty: 5340.489258
	Iteration 74Q: 3 clusters Score -5591536 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 43792 members 
Entering Unmasked Estep 
Score: -5591536.000000 Penalty: 5340.489258
	Iteration 75Q: 3 clusters Score -5591536 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 43799 members 
Entering Unmasked Estep 
Score: -5591539.000000 Penalty: 5340.489258
	Iteration 76Q: 3 clusters Score -5591539 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 43809 members 
Entering Unmasked Estep 
Score: -5591534.000000 Penalty: 5340.489258
	Iteration 77Q: 3 clusters Score -5591534 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 43821 members 
Entering Unmasked Estep 
Score: -5591544.000000 Penalty: 5340.489258
	Iteration 78Q: 3 clusters Score -5591544 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 43837 members 
Entering Unmasked Estep 
Score: -5591548.000000 Penalty: 5340.489258
	Iteration 79Q: 3 clusters Score -5591548 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 43851 members 
Entering Unmasked Estep 
Score: -5591561.000000 Penalty: 5340.489258
	Iteration 80F: 3 clusters Score -5591561 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 43864 members 
Entering Unmasked Estep 
Score: -5591564.500000 Penalty: 5340.489258
	Iteration 81Q: 3 clusters Score -5591564 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 43878 members 
Entering Unmasked Estep 
Score: -5591555.500000 Penalty: 5340.489258
	Iteration 82Q: 3 clusters Score -5591556 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 43887 members 
Entering Unmasked Estep 
Score: -5591556.500000 Penalty: 5340.489258
	Iteration 83Q: 3 clusters Score -5591556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 43891 members 
Entering Unmasked Estep 
Score: -5591556.000000 Penalty: 5340.489258
	Iteration 84Q: 3 clusters Score -5591556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 43896 members 
Entering Unmasked Estep 
Score: -5591560.000000 Penalty: 5340.489258
	Iteration 85Q: 3 clusters Score -5591560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 43900 members 
Entering Unmasked Estep 
Score: -5591558.500000 Penalty: 5340.489258
	Iteration 86Q: 3 clusters Score -5591558 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 43908 members 
Entering Unmasked Estep 
Score: -5591549.500000 Penalty: 5340.489258
	Iteration 87Q: 3 clusters Score -5591550 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 43915 members 
Entering Unmasked Estep 
Score: -5591543.500000 Penalty: 5340.489258
	Iteration 88Q: 3 clusters Score -5591544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 43916 members 
Entering Unmasked Estep 
Score: -5591545.000000 Penalty: 5340.489258
	Iteration 89Q: 3 clusters Score -5591545 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 43917 members 
Entering Unmasked Estep 
Score: -5591550.000000 Penalty: 5340.489258
	Iteration 90Q: 3 clusters Score -5591550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 43918 members 
Entering Unmasked Estep 
Score: -5591548.500000 Penalty: 5340.489258
	Iteration 91Q: 3 clusters Score -5591548 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 43918 members 
Entering Unmasked Estep 
Score: -5591548.500000 Penalty: 5340.489258
	Iteration 92F: 3 clusters Score -5591548 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (198309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198309 members 
Entering Unmasked Estep 
Score: -23998340.000000 Penalty: 3025.000244
	Iteration 0F: 2 clusters Score -2.399834e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99299 members 
Mstep: Class 2 contains 99010 members 
Entering Unmasked Estep 
Score: -23875764.000000 Penalty: 6050.000488
	Iteration 0F: 3 clusters Score -2.387576e+07 nChanged 95483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100912 members 
Mstep: Class 2 contains 97397 members 
Entering Unmasked Estep 
Score: -23931958.000000 Penalty: 6050.000488
	Iteration 1F: 3 clusters Score -2.393196e+07 nChanged 5614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102230 members 
Mstep: Class 2 contains 96079 members 
Entering Unmasked Estep 
Score: -23933512.000000 Penalty: 6050.000488
	Iteration 2Q: 3 clusters Score -2.393351e+07 nChanged 6210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104236 members 
Mstep: Class 2 contains 94073 members 
Entering Unmasked Estep 
Score: -23935496.000000 Penalty: 6050.000488
	Iteration 3Q: 3 clusters Score -2.39355e+07 nChanged 7085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107019 members 
Mstep: Class 2 contains 91290 members 
Entering Unmasked Estep 
Score: -23938300.000000 Penalty: 6050.000488
	Iteration 4Q: 3 clusters Score -2.39383e+07 nChanged 8224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110727 members 
Mstep: Class 2 contains 87582 members 
Entering Unmasked Estep 
Score: -23942162.000000 Penalty: 6050.000488
	Iteration 5Q: 3 clusters Score -2.394216e+07 nChanged 9405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115442 members 
Mstep: Class 2 contains 82867 members 
Entering Unmasked Estep 
Score: -23946718.000000 Penalty: 6050.000488
	Iteration 6Q: 3 clusters Score -2.394672e+07 nChanged 10464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121528 members 
Mstep: Class 2 contains 76781 members 
Entering Unmasked Estep 
Score: -23951878.000000 Penalty: 6050.000488
	Iteration 7F: 3 clusters Score -2.395188e+07 nChanged 11279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128767 members 
Mstep: Class 2 contains 69542 members 
Entering Unmasked Estep 
Score: -23958388.000000 Penalty: 6050.000488
	Iteration 8F: 3 clusters Score -2.395839e+07 nChanged 11593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136650 members 
Mstep: Class 2 contains 61659 members 
Entering Unmasked Estep 
Score: -23965704.000000 Penalty: 6050.000488
	Iteration 9F: 3 clusters Score -2.39657e+07 nChanged 11195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144455 members 
Mstep: Class 2 contains 53854 members 
Entering Unmasked Estep 
Score: -23973790.000000 Penalty: 6050.000488
	Iteration 10F: 3 clusters Score -2.397379e+07 nChanged 9565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151108 members 
Mstep: Class 2 contains 47201 members 
Entering Unmasked Estep 
Score: -23980660.000000 Penalty: 6050.000488
	Iteration 11Q: 3 clusters Score -2.398066e+07 nChanged 7324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156216 members 
Mstep: Class 2 contains 42093 members 
Entering Unmasked Estep 
Score: -23985254.000000 Penalty: 6050.000488
	Iteration 12Q: 3 clusters Score -2.398525e+07 nChanged 5410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160370 members 
Mstep: Class 2 contains 37939 members 
Entering Unmasked Estep 
Score: -23987840.000000 Penalty: 6050.000488
	Iteration 13Q: 3 clusters Score -2.398784e+07 nChanged 4204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163980 members 
Mstep: Class 2 contains 34329 members 
Entering Unmasked Estep 
Score: -23989600.000000 Penalty: 6050.000488
	Iteration 14Q: 3 clusters Score -2.39896e+07 nChanged 3525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167157 members 
Mstep: Class 2 contains 31152 members 
Entering Unmasked Estep 
Score: -23990564.000000 Penalty: 6050.000488
	Iteration 15Q: 3 clusters Score -2.399056e+07 nChanged 3122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170019 members 
Mstep: Class 2 contains 28290 members 
Entering Unmasked Estep 
Score: -23991454.000000 Penalty: 6050.000488
	Iteration 16Q: 3 clusters Score -2.399145e+07 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172439 members 
Mstep: Class 2 contains 25870 members 
Entering Unmasked Estep 
Score: -23991836.000000 Penalty: 6050.000488
	Iteration 17Q: 3 clusters Score -2.399184e+07 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174534 members 
Mstep: Class 2 contains 23775 members 
Entering Unmasked Estep 
Score: -23992132.000000 Penalty: 6050.000488
	Iteration 18Q: 3 clusters Score -2.399213e+07 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176382 members 
Mstep: Class 2 contains 21927 members 
Entering Unmasked Estep 
Score: -23992300.000000 Penalty: 6050.000488
	Iteration 19Q: 3 clusters Score -2.39923e+07 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178099 members 
Mstep: Class 2 contains 20210 members 
Entering Unmasked Estep 
Score: -23992508.000000 Penalty: 6050.000488
	Iteration 20F: 3 clusters Score -2.399251e+07 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179669 members 
Mstep: Class 2 contains 18640 members 
Entering Unmasked Estep 
Score: -23992888.000000 Penalty: 6050.000488
	Iteration 21Q: 3 clusters Score -2.399289e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181123 members 
Mstep: Class 2 contains 17186 members 
Entering Unmasked Estep 
Score: -23993080.000000 Penalty: 6050.000488
	Iteration 22Q: 3 clusters Score -2.399308e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182441 members 
Mstep: Class 2 contains 15868 members 
Entering Unmasked Estep 
Score: -23993196.000000 Penalty: 6050.000488
	Iteration 23Q: 3 clusters Score -2.39932e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183642 members 
Mstep: Class 2 contains 14667 members 
Entering Unmasked Estep 
Score: -23993272.000000 Penalty: 6050.000488
	Iteration 24Q: 3 clusters Score -2.399327e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184836 members 
Mstep: Class 2 contains 13473 members 
Entering Unmasked Estep 
Score: -23993474.000000 Penalty: 6050.000488
	Iteration 25Q: 3 clusters Score -2.399347e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185977 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -23993662.000000 Penalty: 6050.000488
	Iteration 26Q: 3 clusters Score -2.399366e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187043 members 
Mstep: Class 2 contains 11266 members 
Entering Unmasked Estep 
Score: -23993862.000000 Penalty: 6050.000488
	Iteration 27Q: 3 clusters Score -2.399386e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188028 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -23994058.000000 Penalty: 6050.000488
	Iteration 28Q: 3 clusters Score -2.399406e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188919 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -23994168.000000 Penalty: 6050.000488
	Iteration 29Q: 3 clusters Score -2.399417e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189706 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -23994294.000000 Penalty: 6050.000488
	Iteration 30Q: 3 clusters Score -2.399429e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190468 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -23994522.000000 Penalty: 6050.000488
	Iteration 31Q: 3 clusters Score -2.399452e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191190 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -23994674.000000 Penalty: 6050.000488
	Iteration 32Q: 3 clusters Score -2.399467e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191864 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -23994750.000000 Penalty: 6050.000488
	Iteration 33Q: 3 clusters Score -2.399475e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192452 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -23994834.000000 Penalty: 6050.000488
	Iteration 34Q: 3 clusters Score -2.399483e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193023 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -23994892.000000 Penalty: 6050.000488
	Iteration 35Q: 3 clusters Score -2.399489e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193512 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -23994950.000000 Penalty: 6050.000488
	Iteration 36Q: 3 clusters Score -2.399495e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193956 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -23995052.000000 Penalty: 6050.000488
	Iteration 37Q: 3 clusters Score -2.399505e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194320 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -23995134.000000 Penalty: 6050.000488
	Iteration 38Q: 3 clusters Score -2.399513e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194656 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -23995186.000000 Penalty: 6050.000488
	Iteration 39Q: 3 clusters Score -2.399519e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194934 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -23995256.000000 Penalty: 6050.000488
	Iteration 40F: 3 clusters Score -2.399526e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195166 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -23995346.000000 Penalty: 6050.000488
	Iteration 41Q: 3 clusters Score -2.399535e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195376 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -23995422.000000 Penalty: 6050.000488
	Iteration 42Q: 3 clusters Score -2.399542e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195559 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -23995486.000000 Penalty: 6050.000488
	Iteration 43Q: 3 clusters Score -2.399549e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195743 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -23995528.000000 Penalty: 6050.000488
	Iteration 44Q: 3 clusters Score -2.399553e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195884 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -23995582.000000 Penalty: 6050.000488
	Iteration 45Q: 3 clusters Score -2.399558e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196024 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -23995658.000000 Penalty: 6050.000488
	Iteration 46Q: 3 clusters Score -2.399566e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196128 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -23995670.000000 Penalty: 6050.000488
	Iteration 47Q: 3 clusters Score -2.399567e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196200 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -23995710.000000 Penalty: 6050.000488
	Iteration 48Q: 3 clusters Score -2.399571e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196268 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -23995708.000000 Penalty: 6050.000488
	Iteration 49Q: 3 clusters Score -2.399571e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196330 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -23995716.000000 Penalty: 6050.000488
	Iteration 50Q: 3 clusters Score -2.399572e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196372 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -23995718.000000 Penalty: 6050.000488
	Iteration 51Q: 3 clusters Score -2.399572e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196403 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -23995712.000000 Penalty: 6050.000488
	Iteration 52Q: 3 clusters Score -2.399571e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196428 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -23995732.000000 Penalty: 6050.000488
	Iteration 53Q: 3 clusters Score -2.399573e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196456 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -23995746.000000 Penalty: 6050.000488
	Iteration 54Q: 3 clusters Score -2.399575e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196482 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -23995746.000000 Penalty: 6050.000488
	Iteration 55Q: 3 clusters Score -2.399575e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196507 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -23995742.000000 Penalty: 6050.000488
	Iteration 56Q: 3 clusters Score -2.399574e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196523 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -23995756.000000 Penalty: 6050.000488
	Iteration 57Q: 3 clusters Score -2.399576e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196543 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -23995780.000000 Penalty: 6050.000488
	Iteration 58Q: 3 clusters Score -2.399578e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196562 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -23995788.000000 Penalty: 6050.000488
	Iteration 59Q: 3 clusters Score -2.399579e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196590 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -23995802.000000 Penalty: 6050.000488
	Iteration 60F: 3 clusters Score -2.39958e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196604 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -23995814.000000 Penalty: 6050.000488
	Iteration 61Q: 3 clusters Score -2.399581e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196621 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -23995802.000000 Penalty: 6050.000488
	Iteration 62Q: 3 clusters Score -2.39958e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196633 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -23995810.000000 Penalty: 6050.000488
	Iteration 63Q: 3 clusters Score -2.399581e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196646 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -23995808.000000 Penalty: 6050.000488
	Iteration 64Q: 3 clusters Score -2.399581e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196663 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -23995808.000000 Penalty: 6050.000488
	Iteration 65Q: 3 clusters Score -2.399581e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196676 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -23995814.000000 Penalty: 6050.000488
	Iteration 66Q: 3 clusters Score -2.399581e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196689 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -23995824.000000 Penalty: 6050.000488
	Iteration 67Q: 3 clusters Score -2.399582e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196695 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -23995824.000000 Penalty: 6050.000488
	Iteration 68Q: 3 clusters Score -2.399582e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196703 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -23995832.000000 Penalty: 6050.000488
	Iteration 69Q: 3 clusters Score -2.399583e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196715 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -23995840.000000 Penalty: 6050.000488
	Iteration 70Q: 3 clusters Score -2.399584e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196720 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -23995828.000000 Penalty: 6050.000488
	Iteration 71Q: 3 clusters Score -2.399583e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196727 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -23995828.000000 Penalty: 6050.000488
	Iteration 72Q: 3 clusters Score -2.399583e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196733 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -23995814.000000 Penalty: 6050.000488
	Iteration 73Q: 3 clusters Score -2.399581e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196737 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -23995790.000000 Penalty: 6050.000488
	Iteration 74Q: 3 clusters Score -2.399579e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196742 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -23995804.000000 Penalty: 6050.000488
	Iteration 75Q: 3 clusters Score -2.39958e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196746 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -23995796.000000 Penalty: 6050.000488
	Iteration 76Q: 3 clusters Score -2.39958e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196747 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -23995798.000000 Penalty: 6050.000488
	Iteration 77Q: 3 clusters Score -2.39958e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196749 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -23995786.000000 Penalty: 6050.000488
	Iteration 78Q: 3 clusters Score -2.399579e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196749 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -23995786.000000 Penalty: 6050.000488
	Iteration 79F: 3 clusters Score -2.399579e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Entering Unmasked Estep 
Score: -652136.562500 Penalty: 2186.175049
	Iteration 0F: 2 clusters Score -652136.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -646827.687500 Penalty: 4372.350098
	Iteration 0F: 3 clusters Score -646827.7 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -649364.000000 Penalty: 4372.350098
	Iteration 1F: 3 clusters Score -649364 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -651282.437500 Penalty: 4372.350098
	Iteration 2F: 3 clusters Score -651282.4 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -653286.812500 Penalty: 4372.350098
	Iteration 3F: 3 clusters Score -653286.8 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -654445.875000 Penalty: 4372.350098
	Iteration 4F: 3 clusters Score -654445.9 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -655002.750000 Penalty: 4372.350098
	Iteration 5F: 3 clusters Score -655002.8 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -655261.750000 Penalty: 4372.350098
	Iteration 6Q: 3 clusters Score -655261.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -655377.437500 Penalty: 4372.350098
	Iteration 7Q: 3 clusters Score -655377.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -655438.937500 Penalty: 4372.350098
	Iteration 8Q: 3 clusters Score -655438.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -655477.937500 Penalty: 4372.350098
	Iteration 9Q: 3 clusters Score -655477.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -655521.625000 Penalty: 4372.350098
	Iteration 10Q: 3 clusters Score -655521.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -655573.687500 Penalty: 4372.350098
	Iteration 11Q: 3 clusters Score -655573.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -655631.250000 Penalty: 4372.350098
	Iteration 12Q: 3 clusters Score -655631.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -655704.562500 Penalty: 4372.350098
	Iteration 13Q: 3 clusters Score -655704.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -655774.000000 Penalty: 4372.350098
	Iteration 14Q: 3 clusters Score -655774 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -655815.687500 Penalty: 4372.350098
	Iteration 15Q: 3 clusters Score -655815.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -655855.125000 Penalty: 4372.350098
	Iteration 16Q: 3 clusters Score -655855.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -655904.687500 Penalty: 4372.350098
	Iteration 17Q: 3 clusters Score -655904.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -655942.875000 Penalty: 4372.350098
	Iteration 18Q: 3 clusters Score -655942.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -655968.687500 Penalty: 4372.350098
	Iteration 19Q: 3 clusters Score -655968.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -655994.625000 Penalty: 4372.350098
	Iteration 20F: 3 clusters Score -655994.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -656006.375000 Penalty: 4372.350098
	Iteration 21Q: 3 clusters Score -656006.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -656013.312500 Penalty: 4372.350098
	Iteration 22Q: 3 clusters Score -656013.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -656015.312500 Penalty: 4372.350098
	Iteration 23Q: 3 clusters Score -656015.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -656014.812500 Penalty: 4372.350098
	Iteration 24Q: 3 clusters Score -656014.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -656019.937500 Penalty: 4372.350098
	Iteration 25Q: 3 clusters Score -656019.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -656018.750000 Penalty: 4372.350098
	Iteration 26Q: 3 clusters Score -656018.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -656018.562500 Penalty: 4372.350098
	Iteration 27Q: 3 clusters Score -656018.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -656018.562500 Penalty: 4372.350098
	Iteration 28F: 3 clusters Score -656018.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 47435 members 
Mstep: Class 2 contains 198309 members 
Mstep: Class 3 contains 3713 members 
Mstep: Class 4 contains 12109 members 
Mstep: Class 5 contains 9427 members 
Mstep: Class 6 contains 23069 members 
Mstep: Class 7 contains 16442 members 
Mstep: Class 8 contains 43487 members 
Mstep: Class 9 contains 1936 members 
Mstep: Class 10 contains 170117 members 
Mstep: Class 11 contains 260173 members 
Mstep: Class 12 contains 315965 members 
Mstep: Class 13 contains 11491 members 
Mstep: Class 14 contains 63967 members 
Mstep: Class 15 contains 3023 members 
Mstep: Class 16 contains 45183 members 
Mstep: Class 17 contains 94664 members 
Mstep: Class 19 contains 39729 members 
Entering Unmasked Estep 
Score: -155377872.000000 Penalty: 63045.863281
Splitting cluster 3 changes total score from -155373808.000000 to -155377872.000000
So it's getting split into cluster 15.
Entering ConstructFrom: 
Trying to split cluster 4 (12109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Entering Unmasked Estep 
Score: -1372660.250000 Penalty: 2331.622559
	Iteration 0F: 2 clusters Score -1372660 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -1363670.875000 Penalty: 4663.245117
	Iteration 0F: 3 clusters Score -1363671 nChanged 5130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -1366596.500000 Penalty: 4663.245117
	Iteration 1F: 3 clusters Score -1366596 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -1367489.625000 Penalty: 4663.245117
	Iteration 2F: 3 clusters Score -1367490 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -1368570.375000 Penalty: 4663.245117
	Iteration 3F: 3 clusters Score -1368570 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -1369568.875000 Penalty: 4663.245117
	Iteration 4F: 3 clusters Score -1369569 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -1370305.250000 Penalty: 4663.245117
	Iteration 5F: 3 clusters Score -1370305 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -1370746.875000 Penalty: 4663.245117
	Iteration 6F: 3 clusters Score -1370747 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -1371038.125000 Penalty: 4663.245117
	Iteration 7Q: 3 clusters Score -1371038 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -1371225.250000 Penalty: 4663.245117
	Iteration 8Q: 3 clusters Score -1371225 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -1371360.250000 Penalty: 4663.245117
	Iteration 9Q: 3 clusters Score -1371360 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -1371448.750000 Penalty: 4663.245117
	Iteration 10Q: 3 clusters Score -1371449 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -1371514.625000 Penalty: 4663.245117
	Iteration 11Q: 3 clusters Score -1371515 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
Score: -1371573.125000 Penalty: 4663.245117
	Iteration 12Q: 3 clusters Score -1371573 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -1371638.500000 Penalty: 4663.245117
	Iteration 13Q: 3 clusters Score -1371638 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -1371688.625000 Penalty: 4663.245117
	Iteration 14Q: 3 clusters Score -1371689 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -1371763.125000 Penalty: 4663.245117
	Iteration 15Q: 3 clusters Score -1371763 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -1371819.500000 Penalty: 4663.245117
	Iteration 16Q: 3 clusters Score -1371820 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -1371855.375000 Penalty: 4663.245117
	Iteration 17Q: 3 clusters Score -1371855 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -1371881.250000 Penalty: 4663.245117
	Iteration 18Q: 3 clusters Score -1371881 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -1371894.375000 Penalty: 4663.245117
	Iteration 19Q: 3 clusters Score -1371894 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -1371898.125000 Penalty: 4663.245117
	Iteration 20F: 3 clusters Score -1371898 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -1371906.125000 Penalty: 4663.245117
	Iteration 21Q: 3 clusters Score -1371906 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -1371907.250000 Penalty: 4663.245117
	Iteration 22Q: 3 clusters Score -1371907 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -1371910.500000 Penalty: 4663.245117
	Iteration 23Q: 3 clusters Score -1371910 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -1371909.125000 Penalty: 4663.245117
	Iteration 24Q: 3 clusters Score -1371909 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -1371909.875000 Penalty: 4663.245117
	Iteration 25Q: 3 clusters Score -1371910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -1371914.750000 Penalty: 4663.245117
	Iteration 26Q: 3 clusters Score -1371915 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -1371915.125000 Penalty: 4663.245117
	Iteration 27Q: 3 clusters Score -1371915 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -1371913.000000 Penalty: 4663.245117
	Iteration 28Q: 3 clusters Score -1371913 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -1371914.000000 Penalty: 4663.245117
	Iteration 29Q: 3 clusters Score -1371914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -1371914.250000 Penalty: 4663.245117
	Iteration 30Q: 3 clusters Score -1371914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -1371912.375000 Penalty: 4663.245117
	Iteration 31Q: 3 clusters Score -1371912 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -1371914.500000 Penalty: 4663.245117
	Iteration 32Q: 3 clusters Score -1371914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -1371917.125000 Penalty: 4663.245117
	Iteration 33Q: 3 clusters Score -1371917 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -1371917.250000 Penalty: 4663.245117
	Iteration 34Q: 3 clusters Score -1371917 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -1371918.250000 Penalty: 4663.245117
	Iteration 35Q: 3 clusters Score -1371918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -1371920.000000 Penalty: 4663.245117
	Iteration 36Q: 3 clusters Score -1371920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -1371918.125000 Penalty: 4663.245117
	Iteration 37Q: 3 clusters Score -1371918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -1371917.375000 Penalty: 4663.245117
	Iteration 38Q: 3 clusters Score -1371917 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -1371917.875000 Penalty: 4663.245117
	Iteration 39Q: 3 clusters Score -1371918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -1371918.875000 Penalty: 4663.245117
	Iteration 40F: 3 clusters Score -1371919 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -1371920.250000 Penalty: 4663.245117
	Iteration 41Q: 3 clusters Score -1371920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -1371920.125000 Penalty: 4663.245117
	Iteration 42Q: 3 clusters Score -1371920 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -1371920.125000 Penalty: 4663.245117
	Iteration 43F: 3 clusters Score -1371920 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (9427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Entering Unmasked Estep 
Score: -1023801.312500 Penalty: 2269.530518
	Iteration 0F: 2 clusters Score -1023801 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -1016694.812500 Penalty: 4539.061035
	Iteration 0F: 3 clusters Score -1016695 nChanged 3928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -1020244.125000 Penalty: 4539.061035
	Iteration 1F: 3 clusters Score -1020244 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -1021736.375000 Penalty: 4539.061035
	Iteration 2F: 3 clusters Score -1021736 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -1023059.687500 Penalty: 4539.061035
	Iteration 3F: 3 clusters Score -1023060 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -1024056.375000 Penalty: 4539.061035
	Iteration 4F: 3 clusters Score -1024056 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -1024569.687500 Penalty: 4539.061035
	Iteration 5Q: 3 clusters Score -1024570 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -1024767.000000 Penalty: 4539.061035
	Iteration 6Q: 3 clusters Score -1024767 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -1024871.437500 Penalty: 4539.061035
	Iteration 7Q: 3 clusters Score -1024871 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -1024965.312500 Penalty: 4539.061035
	Iteration 8Q: 3 clusters Score -1024965 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -1025030.437500 Penalty: 4539.061035
	Iteration 9Q: 3 clusters Score -1025030 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -1025096.750000 Penalty: 4539.061035
	Iteration 10Q: 3 clusters Score -1025097 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -1025162.187500 Penalty: 4539.061035
	Iteration 11Q: 3 clusters Score -1025162 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -1025241.312500 Penalty: 4539.061035
	Iteration 12Q: 3 clusters Score -1025241 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -1025349.750000 Penalty: 4539.061035
	Iteration 13Q: 3 clusters Score -1025350 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -1025497.250000 Penalty: 4539.061035
	Iteration 14Q: 3 clusters Score -1025497 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -1025670.812500 Penalty: 4539.061035
	Iteration 15Q: 3 clusters Score -1025671 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -1025887.062500 Penalty: 4539.061035
	Iteration 16Q: 3 clusters Score -1025887 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -1026121.000000 Penalty: 4539.061035
	Iteration 17Q: 3 clusters Score -1026121 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -1026327.562500 Penalty: 4539.061035
	Iteration 18Q: 3 clusters Score -1026328 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -1026505.000000 Penalty: 4539.061035
	Iteration 19Q: 3 clusters Score -1026505 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1026634.500000 Penalty: 4539.061035
	Iteration 20F: 3 clusters Score -1026634 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1026717.500000 Penalty: 4539.061035
	Iteration 21Q: 3 clusters Score -1026718 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -1026771.437500 Penalty: 4539.061035
	Iteration 22Q: 3 clusters Score -1026771 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -1026809.312500 Penalty: 4539.061035
	Iteration 23Q: 3 clusters Score -1026809 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1026834.000000 Penalty: 4539.061035
	Iteration 24Q: 3 clusters Score -1026834 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -1026857.125000 Penalty: 4539.061035
	Iteration 25Q: 3 clusters Score -1026857 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1026873.625000 Penalty: 4539.061035
	Iteration 26Q: 3 clusters Score -1026874 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -1026887.812500 Penalty: 4539.061035
	Iteration 27Q: 3 clusters Score -1026888 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -1026900.250000 Penalty: 4539.061035
	Iteration 28Q: 3 clusters Score -1026900 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1026911.500000 Penalty: 4539.061035
	Iteration 29Q: 3 clusters Score -1026912 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -1026917.437500 Penalty: 4539.061035
	Iteration 30Q: 3 clusters Score -1026917 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -1026926.062500 Penalty: 4539.061035
	Iteration 31Q: 3 clusters Score -1026926 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1026934.875000 Penalty: 4539.061035
	Iteration 32Q: 3 clusters Score -1026935 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -1026939.875000 Penalty: 4539.061035
	Iteration 33Q: 3 clusters Score -1026940 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -1026944.187500 Penalty: 4539.061035
	Iteration 34Q: 3 clusters Score -1026944 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -1026950.062500 Penalty: 4539.061035
	Iteration 35Q: 3 clusters Score -1026950 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -1026957.187500 Penalty: 4539.061035
	Iteration 36Q: 3 clusters Score -1026957 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -1026955.062500 Penalty: 4539.061035
	Iteration 37Q: 3 clusters Score -1026955 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -1026956.937500 Penalty: 4539.061035
	Iteration 38Q: 3 clusters Score -1026957 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -1026958.437500 Penalty: 4539.061035
	Iteration 39Q: 3 clusters Score -1026958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -1026960.437500 Penalty: 4539.061035
	Iteration 40F: 3 clusters Score -1026960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -1026957.375000 Penalty: 4539.061035
	Iteration 41Q: 3 clusters Score -1026957 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -1026958.687500 Penalty: 4539.061035
	Iteration 42Q: 3 clusters Score -1026959 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -1026959.812500 Penalty: 4539.061035
	Iteration 43Q: 3 clusters Score -1026960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -1026959.312500 Penalty: 4539.061035
	Iteration 44Q: 3 clusters Score -1026959 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -1026960.500000 Penalty: 4539.061035
	Iteration 45Q: 3 clusters Score -1026960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -1026962.187500 Penalty: 4539.061035
	Iteration 46Q: 3 clusters Score -1026962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -1026961.250000 Penalty: 4539.061035
	Iteration 47Q: 3 clusters Score -1026961 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -1026960.625000 Penalty: 4539.061035
	Iteration 48Q: 3 clusters Score -1026961 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -1026961.312500 Penalty: 4539.061035
	Iteration 49Q: 3 clusters Score -1026961 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -1026962.500000 Penalty: 4539.061035
	Iteration 50Q: 3 clusters Score -1026962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -1026962.500000 Penalty: 4539.061035
	Iteration 51Q: 3 clusters Score -1026962 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -1026962.500000 Penalty: 4539.061035
	Iteration 52F: 3 clusters Score -1026962 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 47435 members 
Mstep: Class 2 contains 198309 members 
Mstep: Class 3 contains 3713 members 
Mstep: Class 4 contains 12109 members 
Mstep: Class 5 contains 3648 members 
Mstep: Class 6 contains 23069 members 
Mstep: Class 7 contains 16442 members 
Mstep: Class 8 contains 43487 members 
Mstep: Class 9 contains 1936 members 
Mstep: Class 10 contains 170117 members 
Mstep: Class 11 contains 260173 members 
Mstep: Class 12 contains 315965 members 
Mstep: Class 13 contains 11491 members 
Mstep: Class 14 contains 63967 members 
Mstep: Class 15 contains 3023 members 
Mstep: Class 16 contains 45183 members 
Mstep: Class 17 contains 94664 members 
Mstep: Class 18 contains 5779 members 
Mstep: Class 19 contains 39729 members 
Entering Unmasked Estep 
Score: -155379728.000000 Penalty: 66548.414062
Splitting cluster 5 changes total score from -155373808.000000 to -155379728.000000
So it's getting split into cluster 18.
Entering ConstructFrom: 
Trying to split cluster 6 (23069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23069 members 
Entering Unmasked Estep 
Score: -2589366.500000 Penalty: 2491.468750
	Iteration 0F: 2 clusters Score -2589366 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -2573569.750000 Penalty: 4982.937500
	Iteration 0F: 3 clusters Score -2573570 nChanged 10309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11277 members 
Mstep: Class 2 contains 11792 members 
Entering Unmasked Estep 
Score: -2581461.500000 Penalty: 4982.937500
	Iteration 1F: 3 clusters Score -2581462 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 13333 members 
Entering Unmasked Estep 
Score: -2590549.000000 Penalty: 4982.937500
	Iteration 2F: 3 clusters Score -2590549 nChanged 4598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 17201 members 
Entering Unmasked Estep 
Score: -2608632.750000 Penalty: 4982.937500
	Iteration 3F: 3 clusters Score -2608633 nChanged 3380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 20103 members 
Entering Unmasked Estep 
Score: -2614469.500000 Penalty: 4982.937500
	Iteration 4F: 3 clusters Score -2614470 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 20917 members 
Entering Unmasked Estep 
Score: -2615515.250000 Penalty: 4982.937500
	Iteration 5Q: 3 clusters Score -2615515 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 21215 members 
Entering Unmasked Estep 
Score: -2615873.000000 Penalty: 4982.937500
	Iteration 6Q: 3 clusters Score -2615873 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 21362 members 
Entering Unmasked Estep 
Score: -2616120.750000 Penalty: 4982.937500
	Iteration 7Q: 3 clusters Score -2616121 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 21467 members 
Entering Unmasked Estep 
Score: -2616486.500000 Penalty: 4982.937500
	Iteration 8Q: 3 clusters Score -2616486 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 21567 members 
Entering Unmasked Estep 
Score: -2617048.250000 Penalty: 4982.937500
	Iteration 9Q: 3 clusters Score -2617048 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 21667 members 
Entering Unmasked Estep 
Score: -2617579.250000 Penalty: 4982.937500
	Iteration 10Q: 3 clusters Score -2617579 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 21745 members 
Entering Unmasked Estep 
Score: -2618007.000000 Penalty: 4982.937500
	Iteration 11Q: 3 clusters Score -2618007 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 21786 members 
Entering Unmasked Estep 
Score: -2618152.000000 Penalty: 4982.937500
	Iteration 12Q: 3 clusters Score -2618152 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 21806 members 
Entering Unmasked Estep 
Score: -2618182.000000 Penalty: 4982.937500
	Iteration 13Q: 3 clusters Score -2618182 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 21817 members 
Entering Unmasked Estep 
Score: -2618209.000000 Penalty: 4982.937500
	Iteration 14Q: 3 clusters Score -2618209 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 21825 members 
Entering Unmasked Estep 
Score: -2618216.500000 Penalty: 4982.937500
	Iteration 15Q: 3 clusters Score -2618216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 21829 members 
Entering Unmasked Estep 
Score: -2618218.750000 Penalty: 4982.937500
	Iteration 16Q: 3 clusters Score -2618219 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 21829 members 
Entering Unmasked Estep 
Score: -2618218.750000 Penalty: 4982.937500
	Iteration 17F: 3 clusters Score -2618219 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 47435 members 
Mstep: Class 2 contains 198309 members 
Mstep: Class 3 contains 3713 members 
Mstep: Class 4 contains 12109 members 
Mstep: Class 5 contains 3648 members 
Mstep: Class 6 contains 1240 members 
Mstep: Class 7 contains 16442 members 
Mstep: Class 8 contains 43487 members 
Mstep: Class 9 contains 1936 members 
Mstep: Class 10 contains 170117 members 
Mstep: Class 11 contains 260173 members 
Mstep: Class 12 contains 315965 members 
Mstep: Class 13 contains 11491 members 
Mstep: Class 14 contains 63967 members 
Mstep: Class 15 contains 3023 members 
Mstep: Class 16 contains 45183 members 
Mstep: Class 17 contains 94664 members 
Mstep: Class 18 contains 5779 members 
Mstep: Class 19 contains 39729 members 
Mstep: Class 20 contains 21829 members 
Entering Unmasked Estep 
Score: -155405152.000000 Penalty: 70050.960938
Splitting cluster 6 changes total score from -155373808.000000 to -155405152.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 7 (16442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16442 members 
Entering Unmasked Estep 
Score: -1862989.125000 Penalty: 2407.483398
	Iteration 0F: 2 clusters Score -1862989 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -1851271.625000 Penalty: 4814.966797
	Iteration 0F: 3 clusters Score -1851272 nChanged 7154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -1856445.875000 Penalty: 4814.966797
	Iteration 1F: 3 clusters Score -1856446 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -1859683.625000 Penalty: 4814.966797
	Iteration 2F: 3 clusters Score -1859684 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -1863444.375000 Penalty: 4814.966797
	Iteration 3F: 3 clusters Score -1863444 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -1865442.500000 Penalty: 4814.966797
	Iteration 4F: 3 clusters Score -1865442 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -1866379.750000 Penalty: 4814.966797
	Iteration 5F: 3 clusters Score -1866380 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -1866949.750000 Penalty: 4814.966797
	Iteration 6Q: 3 clusters Score -1866950 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11783 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -1867358.750000 Penalty: 4814.966797
	Iteration 7Q: 3 clusters Score -1867359 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -1867769.500000 Penalty: 4814.966797
	Iteration 8Q: 3 clusters Score -1867770 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -1868120.500000 Penalty: 4814.966797
	Iteration 9Q: 3 clusters Score -1868120 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12677 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -1868385.000000 Penalty: 4814.966797
	Iteration 10Q: 3 clusters Score -1868385 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12872 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -1868572.250000 Penalty: 4814.966797
	Iteration 11Q: 3 clusters Score -1868572 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13033 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -1868714.000000 Penalty: 4814.966797
	Iteration 12Q: 3 clusters Score -1868714 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13145 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -1868792.250000 Penalty: 4814.966797
	Iteration 13Q: 3 clusters Score -1868792 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13227 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -1868839.000000 Penalty: 4814.966797
	Iteration 14Q: 3 clusters Score -1868839 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13283 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -1868867.000000 Penalty: 4814.966797
	Iteration 15Q: 3 clusters Score -1868867 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13313 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -1868875.250000 Penalty: 4814.966797
	Iteration 16Q: 3 clusters Score -1868875 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13327 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -1868876.875000 Penalty: 4814.966797
	Iteration 17Q: 3 clusters Score -1868877 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13342 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -1868881.125000 Penalty: 4814.966797
	Iteration 18Q: 3 clusters Score -1868881 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -1868884.125000 Penalty: 4814.966797
	Iteration 19Q: 3 clusters Score -1868884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13358 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -1868885.750000 Penalty: 4814.966797
	Iteration 20F: 3 clusters Score -1868886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13362 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -1868889.625000 Penalty: 4814.966797
	Iteration 21Q: 3 clusters Score -1868890 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13362 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -1868889.625000 Penalty: 4814.966797
	Iteration 22F: 3 clusters Score -1868890 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 47435 members 
Mstep: Class 2 contains 198309 members 
Mstep: Class 3 contains 3713 members 
Mstep: Class 4 contains 12109 members 
Mstep: Class 5 contains 3648 members 
Mstep: Class 6 contains 1240 members 
Mstep: Class 7 contains 13362 members 
Mstep: Class 8 contains 43487 members 
Mstep: Class 9 contains 1936 members 
Mstep: Class 10 contains 170117 members 
Mstep: Class 11 contains 260173 members 
Mstep: Class 12 contains 315965 members 
Mstep: Class 13 contains 11491 members 
Mstep: Class 14 contains 63967 members 
Mstep: Class 15 contains 3023 members 
Mstep: Class 16 contains 45183 members 
Mstep: Class 17 contains 94664 members 
Mstep: Class 18 contains 5779 members 
Mstep: Class 19 contains 39729 members 
Mstep: Class 20 contains 21829 members 
Mstep: Class 21 contains 3080 members 
Entering Unmasked Estep 
Score: -155408896.000000 Penalty: 73553.507812
Splitting cluster 7 changes total score from -155373808.000000 to -155408896.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 8 (43487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43487 members 
Entering Unmasked Estep 
Score: -5068841.000000 Penalty: 2648.694092
	Iteration 0F: 2 clusters Score -5068841 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21661 members 
Mstep: Class 2 contains 21826 members 
Entering Unmasked Estep 
Score: -5039543.500000 Penalty: 5297.388184
	Iteration 0F: 3 clusters Score -5039544 nChanged 19794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21055 members 
Mstep: Class 2 contains 22432 members 
Entering Unmasked Estep 
Score: -5050806.500000 Penalty: 5297.388184
	Iteration 1F: 3 clusters Score -5050806 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20523 members 
Mstep: Class 2 contains 22964 members 
Entering Unmasked Estep 
Score: -5051645.500000 Penalty: 5297.388184
	Iteration 2Q: 3 clusters Score -5051646 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19686 members 
Mstep: Class 2 contains 23801 members 
Entering Unmasked Estep 
Score: -5052581.500000 Penalty: 5297.388184
	Iteration 3Q: 3 clusters Score -5052582 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18477 members 
Mstep: Class 2 contains 25010 members 
Entering Unmasked Estep 
Score: -5053789.000000 Penalty: 5297.388184
	Iteration 4F: 3 clusters Score -5053789 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16991 members 
Mstep: Class 2 contains 26496 members 
Entering Unmasked Estep 
Score: -5055234.500000 Penalty: 5297.388184
	Iteration 5F: 3 clusters Score -5055234 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15182 members 
Mstep: Class 2 contains 28305 members 
Entering Unmasked Estep 
Score: -5057098.000000 Penalty: 5297.388184
	Iteration 6F: 3 clusters Score -5057098 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13202 members 
Mstep: Class 2 contains 30285 members 
Entering Unmasked Estep 
Score: -5059286.500000 Penalty: 5297.388184
	Iteration 7F: 3 clusters Score -5059286 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11332 members 
Mstep: Class 2 contains 32155 members 
Entering Unmasked Estep 
Score: -5061584.000000 Penalty: 5297.388184
	Iteration 8F: 3 clusters Score -5061584 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 33531 members 
Entering Unmasked Estep 
Score: -5063420.000000 Penalty: 5297.388184
	Iteration 9F: 3 clusters Score -5063420 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 34458 members 
Entering Unmasked Estep 
Score: -5064559.000000 Penalty: 5297.388184
	Iteration 10Q: 3 clusters Score -5064559 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 35140 members 
Entering Unmasked Estep 
Score: -5065165.500000 Penalty: 5297.388184
	Iteration 11Q: 3 clusters Score -5065166 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 35667 members 
Entering Unmasked Estep 
Score: -5065498.500000 Penalty: 5297.388184
	Iteration 12Q: 3 clusters Score -5065498 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 36105 members 
Entering Unmasked Estep 
Score: -5065743.500000 Penalty: 5297.388184
	Iteration 13Q: 3 clusters Score -5065744 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 36463 members 
Entering Unmasked Estep 
Score: -5065865.000000 Penalty: 5297.388184
	Iteration 14Q: 3 clusters Score -5065865 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 36773 members 
Entering Unmasked Estep 
Score: -5065965.000000 Penalty: 5297.388184
	Iteration 15Q: 3 clusters Score -5065965 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 37082 members 
Entering Unmasked Estep 
Score: -5066077.500000 Penalty: 5297.388184
	Iteration 16Q: 3 clusters Score -5066078 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 37312 members 
Entering Unmasked Estep 
Score: -5066127.000000 Penalty: 5297.388184
	Iteration 17Q: 3 clusters Score -5066127 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 37530 members 
Entering Unmasked Estep 
Score: -5066187.000000 Penalty: 5297.388184
	Iteration 18Q: 3 clusters Score -5066187 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 37736 members 
Entering Unmasked Estep 
Score: -5066240.500000 Penalty: 5297.388184
	Iteration 19Q: 3 clusters Score -5066240 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 37932 members 
Entering Unmasked Estep 
Score: -5066295.500000 Penalty: 5297.388184
	Iteration 20F: 3 clusters Score -5066296 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 38098 members 
Entering Unmasked Estep 
Score: -5066371.000000 Penalty: 5297.388184
	Iteration 21Q: 3 clusters Score -5066371 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 38271 members 
Entering Unmasked Estep 
Score: -5066404.500000 Penalty: 5297.388184
	Iteration 22Q: 3 clusters Score -5066404 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 38434 members 
Entering Unmasked Estep 
Score: -5066425.500000 Penalty: 5297.388184
	Iteration 23Q: 3 clusters Score -5066426 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 38594 members 
Entering Unmasked Estep 
Score: -5066473.000000 Penalty: 5297.388184
	Iteration 24Q: 3 clusters Score -5066473 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 38734 members 
Entering Unmasked Estep 
Score: -5066502.000000 Penalty: 5297.388184
	Iteration 25Q: 3 clusters Score -5066502 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 38870 members 
Entering Unmasked Estep 
Score: -5066526.000000 Penalty: 5297.388184
	Iteration 26Q: 3 clusters Score -5066526 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 39008 members 
Entering Unmasked Estep 
Score: -5066554.500000 Penalty: 5297.388184
	Iteration 27Q: 3 clusters Score -5066554 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 39125 members 
Entering Unmasked Estep 
Score: -5066573.500000 Penalty: 5297.388184
	Iteration 28Q: 3 clusters Score -5066574 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 39238 members 
Entering Unmasked Estep 
Score: -5066620.500000 Penalty: 5297.388184
	Iteration 29Q: 3 clusters Score -5066620 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 39325 members 
Entering Unmasked Estep 
Score: -5066626.500000 Penalty: 5297.388184
	Iteration 30Q: 3 clusters Score -5066626 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 39404 members 
Entering Unmasked Estep 
Score: -5066633.500000 Penalty: 5297.388184
	Iteration 31Q: 3 clusters Score -5066634 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 39471 members 
Entering Unmasked Estep 
Score: -5066646.000000 Penalty: 5297.388184
	Iteration 32Q: 3 clusters Score -5066646 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 39532 members 
Entering Unmasked Estep 
Score: -5066660.500000 Penalty: 5297.388184
	Iteration 33Q: 3 clusters Score -5066660 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 39590 members 
Entering Unmasked Estep 
Score: -5066670.000000 Penalty: 5297.388184
	Iteration 34Q: 3 clusters Score -5066670 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 39652 members 
Entering Unmasked Estep 
Score: -5066673.500000 Penalty: 5297.388184
	Iteration 35Q: 3 clusters Score -5066674 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 39712 members 
Entering Unmasked Estep 
Score: -5066698.500000 Penalty: 5297.388184
	Iteration 36Q: 3 clusters Score -5066698 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 39755 members 
Entering Unmasked Estep 
Score: -5066705.000000 Penalty: 5297.388184
	Iteration 37Q: 3 clusters Score -5066705 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 39790 members 
Entering Unmasked Estep 
Score: -5066705.000000 Penalty: 5297.388184
	Iteration 38Q: 3 clusters Score -5066705 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 39814 members 
Entering Unmasked Estep 
Score: -5066714.500000 Penalty: 5297.388184
	Iteration 39Q: 3 clusters Score -5066714 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 39840 members 
Entering Unmasked Estep 
Score: -5066717.500000 Penalty: 5297.388184
	Iteration 40F: 3 clusters Score -5066718 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 39855 members 
Entering Unmasked Estep 
Score: -5066719.000000 Penalty: 5297.388184
	Iteration 41Q: 3 clusters Score -5066719 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 39868 members 
Entering Unmasked Estep 
Score: -5066717.500000 Penalty: 5297.388184
	Iteration 42Q: 3 clusters Score -5066718 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 39878 members 
Entering Unmasked Estep 
Score: -5066714.500000 Penalty: 5297.388184
	Iteration 43Q: 3 clusters Score -5066714 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 39892 members 
Entering Unmasked Estep 
Score: -5066714.500000 Penalty: 5297.388184
	Iteration 44Q: 3 clusters Score -5066714 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 39907 members 
Entering Unmasked Estep 
Score: -5066721.500000 Penalty: 5297.388184
	Iteration 45Q: 3 clusters Score -5066722 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 39929 members 
Entering Unmasked Estep 
Score: -5066720.500000 Penalty: 5297.388184
	Iteration 46Q: 3 clusters Score -5066720 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 39959 members 
Entering Unmasked Estep 
Score: -5066739.500000 Penalty: 5297.388184
	Iteration 47Q: 3 clusters Score -5066740 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 39991 members 
Entering Unmasked Estep 
Score: -5066738.500000 Penalty: 5297.388184
	Iteration 48Q: 3 clusters Score -5066738 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 40017 members 
Entering Unmasked Estep 
Score: -5066746.000000 Penalty: 5297.388184
	Iteration 49Q: 3 clusters Score -5066746 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 40044 members 
Entering Unmasked Estep 
Score: -5066743.000000 Penalty: 5297.388184
	Iteration 50Q: 3 clusters Score -5066743 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 40067 members 
Entering Unmasked Estep 
Score: -5066746.000000 Penalty: 5297.388184
	Iteration 51Q: 3 clusters Score -5066746 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 40095 members 
Entering Unmasked Estep 
Score: -5066753.000000 Penalty: 5297.388184
	Iteration 52Q: 3 clusters Score -5066753 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 40116 members 
Entering Unmasked Estep 
Score: -5066765.000000 Penalty: 5297.388184
	Iteration 53Q: 3 clusters Score -5066765 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 40137 members 
Entering Unmasked Estep 
Score: -5066763.000000 Penalty: 5297.388184
	Iteration 54Q: 3 clusters Score -5066763 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 40156 members 
Entering Unmasked Estep 
Score: -5066778.000000 Penalty: 5297.388184
	Iteration 55Q: 3 clusters Score -5066778 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 40181 members 
Entering Unmasked Estep 
Score: -5066787.500000 Penalty: 5297.388184
	Iteration 56Q: 3 clusters Score -5066788 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 40200 members 
Entering Unmasked Estep 
Score: -5066793.000000 Penalty: 5297.388184
	Iteration 57Q: 3 clusters Score -5066793 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 40214 members 
Entering Unmasked Estep 
Score: -5066795.500000 Penalty: 5297.388184
	Iteration 58Q: 3 clusters Score -5066796 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 40226 members 
Entering Unmasked Estep 
Score: -5066794.000000 Penalty: 5297.388184
	Iteration 59Q: 3 clusters Score -5066794 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 40238 members 
Entering Unmasked Estep 
Score: -5066786.000000 Penalty: 5297.388184
	Iteration 60F: 3 clusters Score -5066786 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 40255 members 
Entering Unmasked Estep 
Score: -5066775.500000 Penalty: 5297.388184
	Iteration 61Q: 3 clusters Score -5066776 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 40269 members 
Entering Unmasked Estep 
Score: -5066788.000000 Penalty: 5297.388184
	Iteration 62Q: 3 clusters Score -5066788 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 40288 members 
Entering Unmasked Estep 
Score: -5066795.000000 Penalty: 5297.388184
	Iteration 63Q: 3 clusters Score -5066795 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 40300 members 
Entering Unmasked Estep 
Score: -5066791.000000 Penalty: 5297.388184
	Iteration 64Q: 3 clusters Score -5066791 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 40314 members 
Entering Unmasked Estep 
Score: -5066794.000000 Penalty: 5297.388184
	Iteration 65Q: 3 clusters Score -5066794 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 40324 members 
Entering Unmasked Estep 
Score: -5066807.500000 Penalty: 5297.388184
	Iteration 66Q: 3 clusters Score -5066808 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 40338 members 
Entering Unmasked Estep 
Score: -5066804.500000 Penalty: 5297.388184
	Iteration 67Q: 3 clusters Score -5066804 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 40353 members 
Entering Unmasked Estep 
Score: -5066797.500000 Penalty: 5297.388184
	Iteration 68Q: 3 clusters Score -5066798 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 40362 members 
Entering Unmasked Estep 
Score: -5066807.000000 Penalty: 5297.388184
	Iteration 69Q: 3 clusters Score -5066807 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 40379 members 
Entering Unmasked Estep 
Score: -5066811.500000 Penalty: 5297.388184
	Iteration 70Q: 3 clusters Score -5066812 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 40400 members 
Entering Unmasked Estep 
Score: -5066822.000000 Penalty: 5297.388184
	Iteration 71Q: 3 clusters Score -5066822 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 40420 members 
Entering Unmasked Estep 
Score: -5066815.500000 Penalty: 5297.388184
	Iteration 72Q: 3 clusters Score -5066816 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 40436 members 
Entering Unmasked Estep 
Score: -5066837.000000 Penalty: 5297.388184
	Iteration 73Q: 3 clusters Score -5066837 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 40450 members 
Entering Unmasked Estep 
Score: -5066833.000000 Penalty: 5297.388184
	Iteration 74Q: 3 clusters Score -5066833 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 40458 members 
Entering Unmasked Estep 
Score: -5066831.000000 Penalty: 5297.388184
	Iteration 75Q: 3 clusters Score -5066831 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 40469 members 
Entering Unmasked Estep 
Score: -5066825.000000 Penalty: 5297.388184
	Iteration 76Q: 3 clusters Score -5066825 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 40477 members 
Entering Unmasked Estep 
Score: -5066823.000000 Penalty: 5297.388184
	Iteration 77Q: 3 clusters Score -5066823 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 40489 members 
Entering Unmasked Estep 
Score: -5066834.000000 Penalty: 5297.388184
	Iteration 78Q: 3 clusters Score -5066834 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 40498 members 
Entering Unmasked Estep 
Score: -5066843.500000 Penalty: 5297.388184
	Iteration 79Q: 3 clusters Score -5066844 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 40507 members 
Entering Unmasked Estep 
Score: -5066838.500000 Penalty: 5297.388184
	Iteration 80F: 3 clusters Score -5066838 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 40513 members 
Entering Unmasked Estep 
Score: -5066843.000000 Penalty: 5297.388184
	Iteration 81Q: 3 clusters Score -5066843 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 40527 members 
Entering Unmasked Estep 
Score: -5066841.500000 Penalty: 5297.388184
	Iteration 82Q: 3 clusters Score -5066842 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 40540 members 
Entering Unmasked Estep 
Score: -5066842.000000 Penalty: 5297.388184
	Iteration 83Q: 3 clusters Score -5066842 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 40552 members 
Entering Unmasked Estep 
Score: -5066839.500000 Penalty: 5297.388184
	Iteration 84Q: 3 clusters Score -5066840 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 40565 members 
Entering Unmasked Estep 
Score: -5066841.000000 Penalty: 5297.388184
	Iteration 85Q: 3 clusters Score -5066841 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 40579 members 
Entering Unmasked Estep 
Score: -5066842.500000 Penalty: 5297.388184
	Iteration 86Q: 3 clusters Score -5066842 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 40590 members 
Entering Unmasked Estep 
Score: -5066841.500000 Penalty: 5297.388184
	Iteration 87Q: 3 clusters Score -5066842 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 40605 members 
Entering Unmasked Estep 
Score: -5066847.500000 Penalty: 5297.388184
	Iteration 88Q: 3 clusters Score -5066848 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 40617 members 
Entering Unmasked Estep 
Score: -5066842.500000 Penalty: 5297.388184
	Iteration 89Q: 3 clusters Score -5066842 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 40628 members 
Entering Unmasked Estep 
Score: -5066854.500000 Penalty: 5297.388184
	Iteration 90Q: 3 clusters Score -5066854 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 40639 members 
Entering Unmasked Estep 
Score: -5066856.000000 Penalty: 5297.388184
	Iteration 91Q: 3 clusters Score -5066856 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 40654 members 
Entering Unmasked Estep 
Score: -5066851.500000 Penalty: 5297.388184
	Iteration 92Q: 3 clusters Score -5066852 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 40670 members 
Entering Unmasked Estep 
Score: -5066846.500000 Penalty: 5297.388184
	Iteration 93Q: 3 clusters Score -5066846 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 40684 members 
Entering Unmasked Estep 
Score: -5066854.500000 Penalty: 5297.388184
	Iteration 94Q: 3 clusters Score -5066854 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 40694 members 
Entering Unmasked Estep 
Score: -5066858.500000 Penalty: 5297.388184
	Iteration 95Q: 3 clusters Score -5066858 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 40708 members 
Entering Unmasked Estep 
Score: -5066866.500000 Penalty: 5297.388184
	Iteration 96Q: 3 clusters Score -5066866 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 40725 members 
Entering Unmasked Estep 
Score: -5066871.000000 Penalty: 5297.388184
	Iteration 97Q: 3 clusters Score -5066871 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 40741 members 
Entering Unmasked Estep 
Score: -5066873.000000 Penalty: 5297.388184
	Iteration 98Q: 3 clusters Score -5066873 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 40752 members 
Entering Unmasked Estep 
Score: -5066876.500000 Penalty: 5297.388184
	Iteration 99Q: 3 clusters Score -5066876 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 40762 members 
Entering Unmasked Estep 
Score: -5066879.000000 Penalty: 5297.388184
	Iteration 100F: 3 clusters Score -5066879 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 40770 members 
Entering Unmasked Estep 
Score: -5066889.500000 Penalty: 5297.388184
	Iteration 101Q: 3 clusters Score -5066890 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 40778 members 
Entering Unmasked Estep 
Score: -5066894.500000 Penalty: 5297.388184
	Iteration 102Q: 3 clusters Score -5066894 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 40784 members 
Entering Unmasked Estep 
Score: -5066895.000000 Penalty: 5297.388184
	Iteration 103Q: 3 clusters Score -5066895 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 40793 members 
Entering Unmasked Estep 
Score: -5066898.500000 Penalty: 5297.388184
	Iteration 104Q: 3 clusters Score -5066898 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 40804 members 
Entering Unmasked Estep 
Score: -5066902.500000 Penalty: 5297.388184
	Iteration 105Q: 3 clusters Score -5066902 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 40814 members 
Entering Unmasked Estep 
Score: -5066901.500000 Penalty: 5297.388184
	Iteration 106Q: 3 clusters Score -5066902 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 40833 members 
Entering Unmasked Estep 
Score: -5066902.000000 Penalty: 5297.388184
	Iteration 107Q: 3 clusters Score -5066902 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 40848 members 
Entering Unmasked Estep 
Score: -5066902.000000 Penalty: 5297.388184
	Iteration 108Q: 3 clusters Score -5066902 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 40856 members 
Entering Unmasked Estep 
Score: -5066897.000000 Penalty: 5297.388184
	Iteration 109Q: 3 clusters Score -5066897 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 40863 members 
Entering Unmasked Estep 
Score: -5066898.000000 Penalty: 5297.388184
	Iteration 110Q: 3 clusters Score -5066898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 40865 members 
Entering Unmasked Estep 
Score: -5066902.000000 Penalty: 5297.388184
	Iteration 111Q: 3 clusters Score -5066902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 40867 members 
Entering Unmasked Estep 
Score: -5066904.000000 Penalty: 5297.388184
	Iteration 112Q: 3 clusters Score -5066904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 40871 members 
Entering Unmasked Estep 
Score: -5066903.000000 Penalty: 5297.388184
	Iteration 113Q: 3 clusters Score -5066903 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 40874 members 
Entering Unmasked Estep 
Score: -5066903.000000 Penalty: 5297.388184
	Iteration 114Q: 3 clusters Score -5066903 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 40876 members 
Entering Unmasked Estep 
Score: -5066907.000000 Penalty: 5297.388184
	Iteration 115Q: 3 clusters Score -5066907 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 40881 members 
Entering Unmasked Estep 
Score: -5066906.500000 Penalty: 5297.388184
	Iteration 116Q: 3 clusters Score -5066906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 40886 members 
Entering Unmasked Estep 
Score: -5066905.000000 Penalty: 5297.388184
	Iteration 117Q: 3 clusters Score -5066905 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 40890 members 
Entering Unmasked Estep 
Score: -5066908.500000 Penalty: 5297.388184
	Iteration 118Q: 3 clusters Score -5066908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 40892 members 
Entering Unmasked Estep 
Score: -5066908.500000 Penalty: 5297.388184
	Iteration 119Q: 3 clusters Score -5066908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 40894 members 
Entering Unmasked Estep 
Score: -5066909.500000 Penalty: 5297.388184
	Iteration 120F: 3 clusters Score -5066910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 40896 members 
Entering Unmasked Estep 
Score: -5066912.500000 Penalty: 5297.388184
	Iteration 121Q: 3 clusters Score -5066912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 40898 members 
Entering Unmasked Estep 
Score: -5066911.000000 Penalty: 5297.388184
	Iteration 122Q: 3 clusters Score -5066911 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 40901 members 
Entering Unmasked Estep 
Score: -5066906.000000 Penalty: 5297.388184
	Iteration 123Q: 3 clusters Score -5066906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 40903 members 
Entering Unmasked Estep 
Score: -5066903.000000 Penalty: 5297.388184
	Iteration 124Q: 3 clusters Score -5066903 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 40909 members 
Entering Unmasked Estep 
Score: -5066908.500000 Penalty: 5297.388184
	Iteration 125Q: 3 clusters Score -5066908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 40913 members 
Entering Unmasked Estep 
Score: -5066906.500000 Penalty: 5297.388184
	Iteration 126Q: 3 clusters Score -5066906 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 40921 members 
Entering Unmasked Estep 
Score: -5066904.000000 Penalty: 5297.388184
	Iteration 127Q: 3 clusters Score -5066904 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 40930 members 
Entering Unmasked Estep 
Score: -5066908.500000 Penalty: 5297.388184
	Iteration 128Q: 3 clusters Score -5066908 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 40936 members 
Entering Unmasked Estep 
Score: -5066910.500000 Penalty: 5297.388184
	Iteration 129Q: 3 clusters Score -5066910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 40939 members 
Entering Unmasked Estep 
Score: -5066908.500000 Penalty: 5297.388184
	Iteration 130Q: 3 clusters Score -5066908 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 40946 members 
Entering Unmasked Estep 
Score: -5066909.500000 Penalty: 5297.388184
	Iteration 131Q: 3 clusters Score -5066910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 40949 members 
Entering Unmasked Estep 
Score: -5066906.500000 Penalty: 5297.388184
	Iteration 132Q: 3 clusters Score -5066906 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 40955 members 
Entering Unmasked Estep 
Score: -5066907.000000 Penalty: 5297.388184
	Iteration 133Q: 3 clusters Score -5066907 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 40961 members 
Entering Unmasked Estep 
Score: -5066908.000000 Penalty: 5297.388184
	Iteration 134Q: 3 clusters Score -5066908 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 40968 members 
Entering Unmasked Estep 
Score: -5066914.000000 Penalty: 5297.388184
	Iteration 135Q: 3 clusters Score -5066914 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 40973 members 
Entering Unmasked Estep 
Score: -5066909.500000 Penalty: 5297.388184
	Iteration 136Q: 3 clusters Score -5066910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 40977 members 
Entering Unmasked Estep 
Score: -5066909.500000 Penalty: 5297.388184
	Iteration 137Q: 3 clusters Score -5066910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 40983 members 
Entering Unmasked Estep 
Score: -5066919.000000 Penalty: 5297.388184
	Iteration 138Q: 3 clusters Score -5066919 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 40992 members 
Entering Unmasked Estep 
Score: -5066911.500000 Penalty: 5297.388184
	Iteration 139Q: 3 clusters Score -5066912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 40994 members 
Entering Unmasked Estep 
Score: -5066915.500000 Penalty: 5297.388184
	Iteration 140F: 3 clusters Score -5066916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 40995 members 
Entering Unmasked Estep 
Score: -5066919.000000 Penalty: 5297.388184
	Iteration 141Q: 3 clusters Score -5066919 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 40996 members 
Entering Unmasked Estep 
Score: -5066913.500000 Penalty: 5297.388184
	Iteration 142Q: 3 clusters Score -5066914 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 40996 members 
Entering Unmasked Estep 
Score: -5066913.500000 Penalty: 5297.388184
	Iteration 143F: 3 clusters Score -5066914 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -198632.906250 Penalty: 1876.958130
	Iteration 0F: 2 clusters Score -198632.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -196118.453125 Penalty: 3753.916260
	Iteration 0F: 3 clusters Score -196118.5 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -197230.109375 Penalty: 3753.916260
	Iteration 1F: 3 clusters Score -197230.1 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -197915.156250 Penalty: 3753.916260
	Iteration 2F: 3 clusters Score -197915.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -198472.656250 Penalty: 3753.916260
	Iteration 3F: 3 clusters Score -198472.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -199149.156250 Penalty: 3753.916260
	Iteration 4F: 3 clusters Score -199149.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -199782.859375 Penalty: 3753.916260
	Iteration 5F: 3 clusters Score -199782.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -200452.437500 Penalty: 3753.916260
	Iteration 6F: 3 clusters Score -200452.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -201025.890625 Penalty: 3753.916260
	Iteration 7F: 3 clusters Score -201025.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -201188.328125 Penalty: 3753.916260
	Iteration 8Q: 3 clusters Score -201188.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -201374.937500 Penalty: 3753.916260
	Iteration 9Q: 3 clusters Score -201374.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -201514.171875 Penalty: 3753.916260
	Iteration 10Q: 3 clusters Score -201514.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -201519.500000 Penalty: 3753.916260
	Iteration 11Q: 3 clusters Score -201519.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -201523.515625 Penalty: 3753.916260
	Iteration 12Q: 3 clusters Score -201523.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -201523.515625 Penalty: 3753.916260
	Iteration 13F: 3 clusters Score -201523.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 47435 members 
Mstep: Class 2 contains 198309 members 
Mstep: Class 3 contains 3713 members 
Mstep: Class 4 contains 12109 members 
Mstep: Class 5 contains 3648 members 
Mstep: Class 6 contains 1240 members 
Mstep: Class 7 contains 13362 members 
Mstep: Class 8 contains 43487 members 
Mstep: Class 9 contains 660 members 
Mstep: Class 10 contains 170117 members 
Mstep: Class 11 contains 260173 members 
Mstep: Class 12 contains 315965 members 
Mstep: Class 13 contains 11491 members 
Mstep: Class 14 contains 63967 members 
Mstep: Class 15 contains 3023 members 
Mstep: Class 16 contains 45183 members 
Mstep: Class 17 contains 94664 members 
Mstep: Class 18 contains 5779 members 
Mstep: Class 19 contains 39729 members 
Mstep: Class 20 contains 21829 members 
Mstep: Class 21 contains 3080 members 
Mstep: Class 22 contains 1276 members 
Entering Unmasked Estep 
Score: -155409984.000000 Penalty: 77056.054688
Splitting cluster 9 changes total score from -155373808.000000 to -155409984.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 10 (170117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170117 members 
Entering Unmasked Estep 
Score: -19968962.000000 Penalty: 2986.971924
	Iteration 0F: 2 clusters Score -1.996896e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84690 members 
Mstep: Class 2 contains 85427 members 
Entering Unmasked Estep 
Score: -19855740.000000 Penalty: 5973.943848
	Iteration 0F: 3 clusters Score -1.985574e+07 nChanged 81510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79316 members 
Mstep: Class 2 contains 90801 members 
Entering Unmasked Estep 
Score: -19903706.000000 Penalty: 5973.943848
	Iteration 1F: 3 clusters Score -1.990371e+07 nChanged 5709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75647 members 
Mstep: Class 2 contains 94470 members 
Entering Unmasked Estep 
Score: -19905066.000000 Penalty: 5973.943848
	Iteration 2Q: 3 clusters Score -1.990507e+07 nChanged 6923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70044 members 
Mstep: Class 2 contains 100073 members 
Entering Unmasked Estep 
Score: -19907714.000000 Penalty: 5973.943848
	Iteration 3Q: 3 clusters Score -1.990771e+07 nChanged 9071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61689 members 
Mstep: Class 2 contains 108428 members 
Entering Unmasked Estep 
Score: -19912058.000000 Penalty: 5973.943848
	Iteration 4F: 3 clusters Score -1.991206e+07 nChanged 12066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49975 members 
Mstep: Class 2 contains 120142 members 
Entering Unmasked Estep 
Score: -19920124.000000 Penalty: 5973.943848
	Iteration 5F: 3 clusters Score -1.992012e+07 nChanged 14730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35357 members 
Mstep: Class 2 contains 134760 members 
Entering Unmasked Estep 
Score: -19932404.000000 Penalty: 5973.943848
	Iteration 6F: 3 clusters Score -1.99324e+07 nChanged 14903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20472 members 
Mstep: Class 2 contains 149645 members 
Entering Unmasked Estep 
Score: -19946870.000000 Penalty: 5973.943848
	Iteration 7F: 3 clusters Score -1.994687e+07 nChanged 11181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 160820 members 
Entering Unmasked Estep 
Score: -19957680.000000 Penalty: 5973.943848
	Iteration 8F: 3 clusters Score -1.995768e+07 nChanged 5949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 166769 members 
Entering Unmasked Estep 
Score: -19963604.000000 Penalty: 5973.943848
	Iteration 9Q: 3 clusters Score -1.99636e+07 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 168918 members 
Entering Unmasked Estep 
Score: -19965464.000000 Penalty: 5973.943848
	Iteration 10Q: 3 clusters Score -1.996546e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 169557 members 
Entering Unmasked Estep 
Score: -19966038.000000 Penalty: 5973.943848
	Iteration 11Q: 3 clusters Score -1.996604e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 169711 members 
Entering Unmasked Estep 
Score: -19966224.000000 Penalty: 5973.943848
	Iteration 12Q: 3 clusters Score -1.996622e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 169753 members 
Entering Unmasked Estep 
Score: -19966330.000000 Penalty: 5973.943848
	Iteration 13Q: 3 clusters Score -1.996633e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 169770 members 
Entering Unmasked Estep 
Score: -19966402.000000 Penalty: 5973.943848
	Iteration 14Q: 3 clusters Score -1.99664e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 169774 members 
Entering Unmasked Estep 
Score: -19966420.000000 Penalty: 5973.943848
	Iteration 15Q: 3 clusters Score -1.996642e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 169780 members 
Entering Unmasked Estep 
Score: -19966446.000000 Penalty: 5973.943848
	Iteration 16Q: 3 clusters Score -1.996645e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 169780 members 
Entering Unmasked Estep 
Score: -19966462.000000 Penalty: 5973.943848
	Iteration 17Q: 3 clusters Score -1.996646e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 169781 members 
Entering Unmasked Estep 
Score: -19966472.000000 Penalty: 5973.943848
	Iteration 18Q: 3 clusters Score -1.996647e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 169778 members 
Entering Unmasked Estep 
Score: -19966496.000000 Penalty: 5973.943848
	Iteration 19Q: 3 clusters Score -1.99665e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 169778 members 
Entering Unmasked Estep 
Score: -19966510.000000 Penalty: 5973.943848
	Iteration 20F: 3 clusters Score -1.996651e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 169773 members 
Entering Unmasked Estep 
Score: -19966518.000000 Penalty: 5973.943848
	Iteration 21Q: 3 clusters Score -1.996652e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 169774 members 
Entering Unmasked Estep 
Score: -19966518.000000 Penalty: 5973.943848
	Iteration 22Q: 3 clusters Score -1.996652e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 169776 members 
Entering Unmasked Estep 
Score: -19966520.000000 Penalty: 5973.943848
	Iteration 23Q: 3 clusters Score -1.996652e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 169778 members 
Entering Unmasked Estep 
Score: -19966544.000000 Penalty: 5973.943848
	Iteration 24Q: 3 clusters Score -1.996654e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 169776 members 
Entering Unmasked Estep 
Score: -19966550.000000 Penalty: 5973.943848
	Iteration 25Q: 3 clusters Score -1.996655e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 169776 members 
Entering Unmasked Estep 
Score: -19966550.000000 Penalty: 5973.943848
	Iteration 26F: 3 clusters Score -1.996655e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (260173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260173 members 
Entering Unmasked Estep 
Score: -30710806.000000 Penalty: 3092.337158
	Iteration 0F: 2 clusters Score -3.071081e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130381 members 
Mstep: Class 2 contains 129792 members 
Entering Unmasked Estep 
Score: -30538328.000000 Penalty: 6184.674316
	Iteration 0F: 3 clusters Score -3.053833e+07 nChanged 126104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137209 members 
Mstep: Class 2 contains 122964 members 
Entering Unmasked Estep 
Score: -30614184.000000 Penalty: 6184.674316
	Iteration 1F: 3 clusters Score -3.061418e+07 nChanged 10313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141430 members 
Mstep: Class 2 contains 118743 members 
Entering Unmasked Estep 
Score: -30618602.000000 Penalty: 6184.674316
	Iteration 2Q: 3 clusters Score -3.06186e+07 nChanged 13556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147692 members 
Mstep: Class 2 contains 112481 members 
Entering Unmasked Estep 
Score: -30627468.000000 Penalty: 6184.674316
	Iteration 3F: 3 clusters Score -3.062747e+07 nChanged 17286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155794 members 
Mstep: Class 2 contains 104379 members 
Entering Unmasked Estep 
Score: -30640658.000000 Penalty: 6184.674316
	Iteration 4F: 3 clusters Score -3.064066e+07 nChanged 19232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164652 members 
Mstep: Class 2 contains 95521 members 
Entering Unmasked Estep 
Score: -30655588.000000 Penalty: 6184.674316
	Iteration 5F: 3 clusters Score -3.065559e+07 nChanged 18763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173459 members 
Mstep: Class 2 contains 86714 members 
Entering Unmasked Estep 
Score: -30669122.000000 Penalty: 6184.674316
	Iteration 6F: 3 clusters Score -3.066912e+07 nChanged 16212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181881 members 
Mstep: Class 2 contains 78292 members 
Entering Unmasked Estep 
Score: -30679996.000000 Penalty: 6184.674316
	Iteration 7F: 3 clusters Score -3.068e+07 nChanged 13021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189662 members 
Mstep: Class 2 contains 70511 members 
Entering Unmasked Estep 
Score: -30687834.000000 Penalty: 6184.674316
	Iteration 8F: 3 clusters Score -3.068783e+07 nChanged 10094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196948 members 
Mstep: Class 2 contains 63225 members 
Entering Unmasked Estep 
Score: -30693426.000000 Penalty: 6184.674316
	Iteration 9Q: 3 clusters Score -3.069343e+07 nChanged 7836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203582 members 
Mstep: Class 2 contains 56591 members 
Entering Unmasked Estep 
Score: -30697134.000000 Penalty: 6184.674316
	Iteration 10Q: 3 clusters Score -3.069713e+07 nChanged 6418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209666 members 
Mstep: Class 2 contains 50507 members 
Entering Unmasked Estep 
Score: -30700260.000000 Penalty: 6184.674316
	Iteration 11Q: 3 clusters Score -3.070026e+07 nChanged 5751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215337 members 
Mstep: Class 2 contains 44836 members 
Entering Unmasked Estep 
Score: -30702852.000000 Penalty: 6184.674316
	Iteration 12Q: 3 clusters Score -3.070285e+07 nChanged 5129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220410 members 
Mstep: Class 2 contains 39763 members 
Entering Unmasked Estep 
Score: -30705186.000000 Penalty: 6184.674316
	Iteration 13Q: 3 clusters Score -3.070519e+07 nChanged 4605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224977 members 
Mstep: Class 2 contains 35196 members 
Entering Unmasked Estep 
Score: -30707392.000000 Penalty: 6184.674316
	Iteration 14Q: 3 clusters Score -3.070739e+07 nChanged 4000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228939 members 
Mstep: Class 2 contains 31234 members 
Entering Unmasked Estep 
Score: -30709124.000000 Penalty: 6184.674316
	Iteration 15Q: 3 clusters Score -3.070912e+07 nChanged 3310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232233 members 
Mstep: Class 2 contains 27940 members 
Entering Unmasked Estep 
Score: -30710326.000000 Penalty: 6184.674316
	Iteration 16Q: 3 clusters Score -3.071033e+07 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234933 members 
Mstep: Class 2 contains 25240 members 
Entering Unmasked Estep 
Score: -30711164.000000 Penalty: 6184.674316
	Iteration 17Q: 3 clusters Score -3.071116e+07 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237134 members 
Mstep: Class 2 contains 23039 members 
Entering Unmasked Estep 
Score: -30711862.000000 Penalty: 6184.674316
	Iteration 18Q: 3 clusters Score -3.071186e+07 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238978 members 
Mstep: Class 2 contains 21195 members 
Entering Unmasked Estep 
Score: -30712378.000000 Penalty: 6184.674316
	Iteration 19Q: 3 clusters Score -3.071238e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240483 members 
Mstep: Class 2 contains 19690 members 
Entering Unmasked Estep 
Score: -30712582.000000 Penalty: 6184.674316
	Iteration 20F: 3 clusters Score -3.071258e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241731 members 
Mstep: Class 2 contains 18442 members 
Entering Unmasked Estep 
Score: -30712736.000000 Penalty: 6184.674316
	Iteration 21Q: 3 clusters Score -3.071274e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242809 members 
Mstep: Class 2 contains 17364 members 
Entering Unmasked Estep 
Score: -30713042.000000 Penalty: 6184.674316
	Iteration 22Q: 3 clusters Score -3.071304e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243655 members 
Mstep: Class 2 contains 16518 members 
Entering Unmasked Estep 
Score: -30713148.000000 Penalty: 6184.674316
	Iteration 23Q: 3 clusters Score -3.071315e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244351 members 
Mstep: Class 2 contains 15822 members 
Entering Unmasked Estep 
Score: -30713178.000000 Penalty: 6184.674316
	Iteration 24Q: 3 clusters Score -3.071318e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244882 members 
Mstep: Class 2 contains 15291 members 
Entering Unmasked Estep 
Score: -30713176.000000 Penalty: 6184.674316
	Iteration 25Q: 3 clusters Score -3.071318e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245339 members 
Mstep: Class 2 contains 14834 members 
Entering Unmasked Estep 
Score: -30713308.000000 Penalty: 6184.674316
	Iteration 26Q: 3 clusters Score -3.071331e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245707 members 
Mstep: Class 2 contains 14466 members 
Entering Unmasked Estep 
Score: -30713330.000000 Penalty: 6184.674316
	Iteration 27Q: 3 clusters Score -3.071333e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246021 members 
Mstep: Class 2 contains 14152 members 
Entering Unmasked Estep 
Score: -30713342.000000 Penalty: 6184.674316
	Iteration 28Q: 3 clusters Score -3.071334e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246280 members 
Mstep: Class 2 contains 13893 members 
Entering Unmasked Estep 
Score: -30713418.000000 Penalty: 6184.674316
	Iteration 29Q: 3 clusters Score -3.071342e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246473 members 
Mstep: Class 2 contains 13700 members 
Entering Unmasked Estep 
Score: -30713446.000000 Penalty: 6184.674316
	Iteration 30Q: 3 clusters Score -3.071345e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246635 members 
Mstep: Class 2 contains 13538 members 
Entering Unmasked Estep 
Score: -30713448.000000 Penalty: 6184.674316
	Iteration 31Q: 3 clusters Score -3.071345e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246777 members 
Mstep: Class 2 contains 13396 members 
Entering Unmasked Estep 
Score: -30713472.000000 Penalty: 6184.674316
	Iteration 32Q: 3 clusters Score -3.071347e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246912 members 
Mstep: Class 2 contains 13261 members 
Entering Unmasked Estep 
Score: -30713496.000000 Penalty: 6184.674316
	Iteration 33Q: 3 clusters Score -3.07135e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247048 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -30713562.000000 Penalty: 6184.674316
	Iteration 34Q: 3 clusters Score -3.071356e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247154 members 
Mstep: Class 2 contains 13019 members 
Entering Unmasked Estep 
Score: -30713568.000000 Penalty: 6184.674316
	Iteration 35Q: 3 clusters Score -3.071357e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247268 members 
Mstep: Class 2 contains 12905 members 
Entering Unmasked Estep 
Score: -30713558.000000 Penalty: 6184.674316
	Iteration 36Q: 3 clusters Score -3.071356e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247379 members 
Mstep: Class 2 contains 12794 members 
Entering Unmasked Estep 
Score: -30713576.000000 Penalty: 6184.674316
	Iteration 37Q: 3 clusters Score -3.071358e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247488 members 
Mstep: Class 2 contains 12685 members 
Entering Unmasked Estep 
Score: -30713558.000000 Penalty: 6184.674316
	Iteration 38Q: 3 clusters Score -3.071356e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247579 members 
Mstep: Class 2 contains 12594 members 
Entering Unmasked Estep 
Score: -30713530.000000 Penalty: 6184.674316
	Iteration 39Q: 3 clusters Score -3.071353e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247677 members 
Mstep: Class 2 contains 12496 members 
Entering Unmasked Estep 
Score: -30713506.000000 Penalty: 6184.674316
	Iteration 40F: 3 clusters Score -3.071351e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247772 members 
Mstep: Class 2 contains 12401 members 
Entering Unmasked Estep 
Score: -30713492.000000 Penalty: 6184.674316
	Iteration 41Q: 3 clusters Score -3.071349e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247881 members 
Mstep: Class 2 contains 12292 members 
Entering Unmasked Estep 
Score: -30713540.000000 Penalty: 6184.674316
	Iteration 42Q: 3 clusters Score -3.071354e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247993 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -30713610.000000 Penalty: 6184.674316
	Iteration 43Q: 3 clusters Score -3.071361e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248125 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -30713590.000000 Penalty: 6184.674316
	Iteration 44Q: 3 clusters Score -3.071359e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248276 members 
Mstep: Class 2 contains 11897 members 
Entering Unmasked Estep 
Score: -30713710.000000 Penalty: 6184.674316
	Iteration 45Q: 3 clusters Score -3.071371e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248410 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
Score: -30713718.000000 Penalty: 6184.674316
	Iteration 46Q: 3 clusters Score -3.071372e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248541 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -30713720.000000 Penalty: 6184.674316
	Iteration 47Q: 3 clusters Score -3.071372e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248653 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -30713768.000000 Penalty: 6184.674316
	Iteration 48Q: 3 clusters Score -3.071377e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248754 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -30713864.000000 Penalty: 6184.674316
	Iteration 49Q: 3 clusters Score -3.071386e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248844 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -30713882.000000 Penalty: 6184.674316
	Iteration 50Q: 3 clusters Score -3.071388e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248936 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -30713938.000000 Penalty: 6184.674316
	Iteration 51Q: 3 clusters Score -3.071394e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249013 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -30713986.000000 Penalty: 6184.674316
	Iteration 52Q: 3 clusters Score -3.071399e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249077 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -30713988.000000 Penalty: 6184.674316
	Iteration 53Q: 3 clusters Score -3.071399e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249120 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -30714030.000000 Penalty: 6184.674316
	Iteration 54Q: 3 clusters Score -3.071403e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249156 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -30714070.000000 Penalty: 6184.674316
	Iteration 55Q: 3 clusters Score -3.071407e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249185 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -30714092.000000 Penalty: 6184.674316
	Iteration 56Q: 3 clusters Score -3.071409e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249205 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -30714096.000000 Penalty: 6184.674316
	Iteration 57Q: 3 clusters Score -3.07141e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249222 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -30714112.000000 Penalty: 6184.674316
	Iteration 58Q: 3 clusters Score -3.071411e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249228 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -30714092.000000 Penalty: 6184.674316
	Iteration 59Q: 3 clusters Score -3.071409e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249238 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -30714090.000000 Penalty: 6184.674316
	Iteration 60F: 3 clusters Score -3.071409e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249245 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -30714076.000000 Penalty: 6184.674316
	Iteration 61Q: 3 clusters Score -3.071408e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249249 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -30714104.000000 Penalty: 6184.674316
	Iteration 62Q: 3 clusters Score -3.07141e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249250 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -30714132.000000 Penalty: 6184.674316
	Iteration 63Q: 3 clusters Score -3.071413e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249255 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -30714114.000000 Penalty: 6184.674316
	Iteration 64Q: 3 clusters Score -3.071411e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249255 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -30714094.000000 Penalty: 6184.674316
	Iteration 65Q: 3 clusters Score -3.071409e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249254 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -30714094.000000 Penalty: 6184.674316
	Iteration 66Q: 3 clusters Score -3.071409e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249262 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -30714084.000000 Penalty: 6184.674316
	Iteration 67Q: 3 clusters Score -3.071408e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249259 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -30714082.000000 Penalty: 6184.674316
	Iteration 68Q: 3 clusters Score -3.071408e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249261 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -30714092.000000 Penalty: 6184.674316
	Iteration 69Q: 3 clusters Score -3.071409e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249264 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -30714084.000000 Penalty: 6184.674316
	Iteration 70Q: 3 clusters Score -3.071408e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249266 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -30714074.000000 Penalty: 6184.674316
	Iteration 71Q: 3 clusters Score -3.071407e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249269 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -30714078.000000 Penalty: 6184.674316
	Iteration 72Q: 3 clusters Score -3.071408e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249273 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -30714076.000000 Penalty: 6184.674316
	Iteration 73Q: 3 clusters Score -3.071408e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249273 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -30714064.000000 Penalty: 6184.674316
	Iteration 74Q: 3 clusters Score -3.071406e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249274 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -30714042.000000 Penalty: 6184.674316
	Iteration 75Q: 3 clusters Score -3.071404e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249277 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -30714042.000000 Penalty: 6184.674316
	Iteration 76Q: 3 clusters Score -3.071404e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249282 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -30714046.000000 Penalty: 6184.674316
	Iteration 77Q: 3 clusters Score -3.071405e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249290 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
Score: -30714046.000000 Penalty: 6184.674316
	Iteration 78Q: 3 clusters Score -3.071405e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249291 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -30714064.000000 Penalty: 6184.674316
	Iteration 79Q: 3 clusters Score -3.071406e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249298 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -30714060.000000 Penalty: 6184.674316
	Iteration 80F: 3 clusters Score -3.071406e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249303 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -30714048.000000 Penalty: 6184.674316
	Iteration 81Q: 3 clusters Score -3.071405e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249306 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -30714066.000000 Penalty: 6184.674316
	Iteration 82Q: 3 clusters Score -3.071407e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249310 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -30714060.000000 Penalty: 6184.674316
	Iteration 83Q: 3 clusters Score -3.071406e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249312 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -30714062.000000 Penalty: 6184.674316
	Iteration 84Q: 3 clusters Score -3.071406e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249313 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -30714076.000000 Penalty: 6184.674316
	Iteration 85Q: 3 clusters Score -3.071408e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249315 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -30714086.000000 Penalty: 6184.674316
	Iteration 86Q: 3 clusters Score -3.071409e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249318 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -30714088.000000 Penalty: 6184.674316
	Iteration 87Q: 3 clusters Score -3.071409e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249325 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -30714104.000000 Penalty: 6184.674316
	Iteration 88Q: 3 clusters Score -3.07141e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249329 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -30714068.000000 Penalty: 6184.674316
	Iteration 89Q: 3 clusters Score -3.071407e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249328 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -30714090.000000 Penalty: 6184.674316
	Iteration 90Q: 3 clusters Score -3.071409e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249331 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -30714082.000000 Penalty: 6184.674316
	Iteration 91Q: 3 clusters Score -3.071408e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249335 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -30714068.000000 Penalty: 6184.674316
	Iteration 92Q: 3 clusters Score -3.071407e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249340 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -30714072.000000 Penalty: 6184.674316
	Iteration 93Q: 3 clusters Score -3.071407e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249342 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -30714084.000000 Penalty: 6184.674316
	Iteration 94Q: 3 clusters Score -3.071408e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249345 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -30714080.000000 Penalty: 6184.674316
	Iteration 95Q: 3 clusters Score -3.071408e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249347 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -30714086.000000 Penalty: 6184.674316
	Iteration 96Q: 3 clusters Score -3.071409e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249346 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -30714072.000000 Penalty: 6184.674316
	Iteration 97Q: 3 clusters Score -3.071407e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249345 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -30714068.000000 Penalty: 6184.674316
	Iteration 98Q: 3 clusters Score -3.071407e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249345 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -30714068.000000 Penalty: 6184.674316
	Iteration 99F: 3 clusters Score -3.071407e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 47435 members 
Mstep: Class 2 contains 198309 members 
Mstep: Class 3 contains 3713 members 
Mstep: Class 4 contains 12109 members 
Mstep: Class 5 contains 3648 members 
Mstep: Class 6 contains 1240 members 
Mstep: Class 7 contains 13362 members 
Mstep: Class 8 contains 43487 members 
Mstep: Class 9 contains 660 members 
Mstep: Class 10 contains 170117 members 
Mstep: Class 11 contains 249345 members 
Mstep: Class 12 contains 315965 members 
Mstep: Class 13 contains 11491 members 
Mstep: Class 14 contains 63967 members 
Mstep: Class 15 contains 3023 members 
Mstep: Class 16 contains 45183 members 
Mstep: Class 17 contains 94664 members 
Mstep: Class 18 contains 5779 members 
Mstep: Class 19 contains 39729 members 
Mstep: Class 20 contains 21829 members 
Mstep: Class 21 contains 3080 members 
Mstep: Class 22 contains 1276 members 
Mstep: Class 23 contains 10828 members 
Entering Unmasked Estep 
Score: -155413184.000000 Penalty: 80558.601562
Splitting cluster 11 changes total score from -155373808.000000 to -155413184.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 12 (315965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315965 members 
Entering Unmasked Estep 
Score: -37169820.000000 Penalty: 3140.519775
	Iteration 0F: 2 clusters Score -3.716982e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158214 members 
Mstep: Class 2 contains 157751 members 
Entering Unmasked Estep 
Score: -37004160.000000 Penalty: 6281.039551
	Iteration 0F: 3 clusters Score -3.700416e+07 nChanged 153085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161247 members 
Mstep: Class 2 contains 154718 members 
Entering Unmasked Estep 
Score: -37097936.000000 Penalty: 6281.039551
	Iteration 1F: 3 clusters Score -3.709794e+07 nChanged 12741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162072 members 
Mstep: Class 2 contains 153893 members 
Entering Unmasked Estep 
Score: -37104844.000000 Penalty: 6281.039551
	Iteration 2Q: 3 clusters Score -3.710484e+07 nChanged 16885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161929 members 
Mstep: Class 2 contains 154036 members 
Entering Unmasked Estep 
Score: -37116956.000000 Penalty: 6281.039551
	Iteration 3F: 3 clusters Score -3.711696e+07 nChanged 21732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158985 members 
Mstep: Class 2 contains 156980 members 
Entering Unmasked Estep 
Score: -37136148.000000 Penalty: 6281.039551
	Iteration 4F: 3 clusters Score -3.713615e+07 nChanged 25483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151604 members 
Mstep: Class 2 contains 164361 members 
Entering Unmasked Estep 
Score: -37158592.000000 Penalty: 6281.039551
	Iteration 5F: 3 clusters Score -3.715859e+07 nChanged 24684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141908 members 
Mstep: Class 2 contains 174057 members 
Entering Unmasked Estep 
Score: -37175688.000000 Penalty: 6281.039551
	Iteration 6F: 3 clusters Score -3.717569e+07 nChanged 19430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133010 members 
Mstep: Class 2 contains 182955 members 
Entering Unmasked Estep 
Score: -37185716.000000 Penalty: 6281.039551
	Iteration 7F: 3 clusters Score -3.718572e+07 nChanged 13805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125187 members 
Mstep: Class 2 contains 190778 members 
Entering Unmasked Estep 
Score: -37192116.000000 Penalty: 6281.039551
	Iteration 8Q: 3 clusters Score -3.719212e+07 nChanged 10403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117756 members 
Mstep: Class 2 contains 198209 members 
Entering Unmasked Estep 
Score: -37196792.000000 Penalty: 6281.039551
	Iteration 9Q: 3 clusters Score -3.719679e+07 nChanged 8607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110567 members 
Mstep: Class 2 contains 205398 members 
Entering Unmasked Estep 
Score: -37200756.000000 Penalty: 6281.039551
	Iteration 10Q: 3 clusters Score -3.720076e+07 nChanged 7588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103655 members 
Mstep: Class 2 contains 212310 members 
Entering Unmasked Estep 
Score: -37204144.000000 Penalty: 6281.039551
	Iteration 11Q: 3 clusters Score -3.720414e+07 nChanged 6973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97050 members 
Mstep: Class 2 contains 218915 members 
Entering Unmasked Estep 
Score: -37207612.000000 Penalty: 6281.039551
	Iteration 12Q: 3 clusters Score -3.720761e+07 nChanged 6306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91048 members 
Mstep: Class 2 contains 224917 members 
Entering Unmasked Estep 
Score: -37210832.000000 Penalty: 6281.039551
	Iteration 13Q: 3 clusters Score -3.721083e+07 nChanged 5634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85746 members 
Mstep: Class 2 contains 230219 members 
Entering Unmasked Estep 
Score: -37213440.000000 Penalty: 6281.039551
	Iteration 14Q: 3 clusters Score -3.721344e+07 nChanged 4807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81205 members 
Mstep: Class 2 contains 234760 members 
Entering Unmasked Estep 
Score: -37215732.000000 Penalty: 6281.039551
	Iteration 15Q: 3 clusters Score -3.721573e+07 nChanged 4005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77352 members 
Mstep: Class 2 contains 238613 members 
Entering Unmasked Estep 
Score: -37217336.000000 Penalty: 6281.039551
	Iteration 16Q: 3 clusters Score -3.721734e+07 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74030 members 
Mstep: Class 2 contains 241935 members 
Entering Unmasked Estep 
Score: -37218548.000000 Penalty: 6281.039551
	Iteration 17Q: 3 clusters Score -3.721855e+07 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71316 members 
Mstep: Class 2 contains 244649 members 
Entering Unmasked Estep 
Score: -37219376.000000 Penalty: 6281.039551
	Iteration 18Q: 3 clusters Score -3.721938e+07 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69089 members 
Mstep: Class 2 contains 246876 members 
Entering Unmasked Estep 
Score: -37219892.000000 Penalty: 6281.039551
	Iteration 19Q: 3 clusters Score -3.721989e+07 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67268 members 
Mstep: Class 2 contains 248697 members 
Entering Unmasked Estep 
Score: -37220104.000000 Penalty: 6281.039551
	Iteration 20F: 3 clusters Score -3.72201e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65761 members 
Mstep: Class 2 contains 250204 members 
Entering Unmasked Estep 
Score: -37220180.000000 Penalty: 6281.039551
	Iteration 21Q: 3 clusters Score -3.722018e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64606 members 
Mstep: Class 2 contains 251359 members 
Entering Unmasked Estep 
Score: -37220344.000000 Penalty: 6281.039551
	Iteration 22Q: 3 clusters Score -3.722034e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63676 members 
Mstep: Class 2 contains 252289 members 
Entering Unmasked Estep 
Score: -37220344.000000 Penalty: 6281.039551
	Iteration 23Q: 3 clusters Score -3.722034e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62860 members 
Mstep: Class 2 contains 253105 members 
Entering Unmasked Estep 
Score: -37220220.000000 Penalty: 6281.039551
	Iteration 24Q: 3 clusters Score -3.722022e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62246 members 
Mstep: Class 2 contains 253719 members 
Entering Unmasked Estep 
Score: -37220212.000000 Penalty: 6281.039551
	Iteration 25Q: 3 clusters Score -3.722021e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61719 members 
Mstep: Class 2 contains 254246 members 
Entering Unmasked Estep 
Score: -37220204.000000 Penalty: 6281.039551
	Iteration 26Q: 3 clusters Score -3.72202e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61286 members 
Mstep: Class 2 contains 254679 members 
Entering Unmasked Estep 
Score: -37220176.000000 Penalty: 6281.039551
	Iteration 27Q: 3 clusters Score -3.722018e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60932 members 
Mstep: Class 2 contains 255033 members 
Entering Unmasked Estep 
Score: -37220184.000000 Penalty: 6281.039551
	Iteration 28Q: 3 clusters Score -3.722018e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60662 members 
Mstep: Class 2 contains 255303 members 
Entering Unmasked Estep 
Score: -37220132.000000 Penalty: 6281.039551
	Iteration 29Q: 3 clusters Score -3.722013e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60431 members 
Mstep: Class 2 contains 255534 members 
Entering Unmasked Estep 
Score: -37220080.000000 Penalty: 6281.039551
	Iteration 30Q: 3 clusters Score -3.722008e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60255 members 
Mstep: Class 2 contains 255710 members 
Entering Unmasked Estep 
Score: -37220052.000000 Penalty: 6281.039551
	Iteration 31Q: 3 clusters Score -3.722005e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60107 members 
Mstep: Class 2 contains 255858 members 
Entering Unmasked Estep 
Score: -37220048.000000 Penalty: 6281.039551
	Iteration 32Q: 3 clusters Score -3.722005e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59982 members 
Mstep: Class 2 contains 255983 members 
Entering Unmasked Estep 
Score: -37220052.000000 Penalty: 6281.039551
	Iteration 33Q: 3 clusters Score -3.722005e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59898 members 
Mstep: Class 2 contains 256067 members 
Entering Unmasked Estep 
Score: -37220036.000000 Penalty: 6281.039551
	Iteration 34Q: 3 clusters Score -3.722004e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59838 members 
Mstep: Class 2 contains 256127 members 
Entering Unmasked Estep 
Score: -37220056.000000 Penalty: 6281.039551
	Iteration 35Q: 3 clusters Score -3.722006e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59781 members 
Mstep: Class 2 contains 256184 members 
Entering Unmasked Estep 
Score: -37220036.000000 Penalty: 6281.039551
	Iteration 36Q: 3 clusters Score -3.722004e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59730 members 
Mstep: Class 2 contains 256235 members 
Entering Unmasked Estep 
Score: -37219992.000000 Penalty: 6281.039551
	Iteration 37Q: 3 clusters Score -3.721999e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59678 members 
Mstep: Class 2 contains 256287 members 
Entering Unmasked Estep 
Score: -37220012.000000 Penalty: 6281.039551
	Iteration 38Q: 3 clusters Score -3.722001e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59636 members 
Mstep: Class 2 contains 256329 members 
Entering Unmasked Estep 
Score: -37220024.000000 Penalty: 6281.039551
	Iteration 39Q: 3 clusters Score -3.722002e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59582 members 
Mstep: Class 2 contains 256383 members 
Entering Unmasked Estep 
Score: -37220060.000000 Penalty: 6281.039551
	Iteration 40F: 3 clusters Score -3.722006e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59519 members 
Mstep: Class 2 contains 256446 members 
Entering Unmasked Estep 
Score: -37220044.000000 Penalty: 6281.039551
	Iteration 41Q: 3 clusters Score -3.722004e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59470 members 
Mstep: Class 2 contains 256495 members 
Entering Unmasked Estep 
Score: -37219996.000000 Penalty: 6281.039551
	Iteration 42Q: 3 clusters Score -3.722e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59432 members 
Mstep: Class 2 contains 256533 members 
Entering Unmasked Estep 
Score: -37220004.000000 Penalty: 6281.039551
	Iteration 43Q: 3 clusters Score -3.722e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59404 members 
Mstep: Class 2 contains 256561 members 
Entering Unmasked Estep 
Score: -37220032.000000 Penalty: 6281.039551
	Iteration 44Q: 3 clusters Score -3.722003e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59380 members 
Mstep: Class 2 contains 256585 members 
Entering Unmasked Estep 
Score: -37220028.000000 Penalty: 6281.039551
	Iteration 45Q: 3 clusters Score -3.722003e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59358 members 
Mstep: Class 2 contains 256607 members 
Entering Unmasked Estep 
Score: -37220032.000000 Penalty: 6281.039551
	Iteration 46Q: 3 clusters Score -3.722003e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59342 members 
Mstep: Class 2 contains 256623 members 
Entering Unmasked Estep 
Score: -37220008.000000 Penalty: 6281.039551
	Iteration 47Q: 3 clusters Score -3.722001e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59334 members 
Mstep: Class 2 contains 256631 members 
Entering Unmasked Estep 
Score: -37220012.000000 Penalty: 6281.039551
	Iteration 48Q: 3 clusters Score -3.722001e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59329 members 
Mstep: Class 2 contains 256636 members 
Entering Unmasked Estep 
Score: -37220004.000000 Penalty: 6281.039551
	Iteration 49Q: 3 clusters Score -3.722e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59325 members 
Mstep: Class 2 contains 256640 members 
Entering Unmasked Estep 
Score: -37220016.000000 Penalty: 6281.039551
	Iteration 50Q: 3 clusters Score -3.722002e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59322 members 
Mstep: Class 2 contains 256643 members 
Entering Unmasked Estep 
Score: -37220004.000000 Penalty: 6281.039551
	Iteration 51Q: 3 clusters Score -3.722e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59322 members 
Mstep: Class 2 contains 256643 members 
Entering Unmasked Estep 
Score: -37220004.000000 Penalty: 6281.039551
	Iteration 52F: 3 clusters Score -3.722e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 47435 members 
Mstep: Class 2 contains 198309 members 
Mstep: Class 3 contains 3713 members 
Mstep: Class 4 contains 12109 members 
Mstep: Class 5 contains 3648 members 
Mstep: Class 6 contains 1240 members 
Mstep: Class 7 contains 13362 members 
Mstep: Class 8 contains 43487 members 
Mstep: Class 9 contains 660 members 
Mstep: Class 10 contains 170117 members 
Mstep: Class 11 contains 249345 members 
Mstep: Class 12 contains 59322 members 
Mstep: Class 13 contains 11491 members 
Mstep: Class 14 contains 63967 members 
Mstep: Class 15 contains 3023 members 
Mstep: Class 16 contains 45183 members 
Mstep: Class 17 contains 94664 members 
Mstep: Class 18 contains 5779 members 
Mstep: Class 19 contains 39729 members 
Mstep: Class 20 contains 21829 members 
Mstep: Class 21 contains 3080 members 
Mstep: Class 22 contains 1276 members 
Mstep: Class 23 contains 10828 members 
Mstep: Class 24 contains 256643 members 
Entering Unmasked Estep 
Score: -155465392.000000 Penalty: 84061.156250
Splitting cluster 12 changes total score from -155373808.000000 to -155465392.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 13 (11491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Entering Unmasked Estep 
Score: -1256042.875000 Penalty: 2318.631348
	Iteration 0F: 2 clusters Score -1256043 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -1247476.625000 Penalty: 4637.262695
	Iteration 0F: 3 clusters Score -1247477 nChanged 4866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -1250265.000000 Penalty: 4637.262695
	Iteration 1F: 3 clusters Score -1250265 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -1251484.000000 Penalty: 4637.262695
	Iteration 2F: 3 clusters Score -1251484 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -1253345.125000 Penalty: 4637.262695
	Iteration 3F: 3 clusters Score -1253345 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -1254841.250000 Penalty: 4637.262695
	Iteration 4F: 3 clusters Score -1254841 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -1255663.750000 Penalty: 4637.262695
	Iteration 5F: 3 clusters Score -1255664 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -1255996.875000 Penalty: 4637.262695
	Iteration 6Q: 3 clusters Score -1255997 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -1256185.500000 Penalty: 4637.262695
	Iteration 7Q: 3 clusters Score -1256186 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -1256294.625000 Penalty: 4637.262695
	Iteration 8Q: 3 clusters Score -1256295 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -1256345.375000 Penalty: 4637.262695
	Iteration 9Q: 3 clusters Score -1256345 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -1256370.250000 Penalty: 4637.262695
	Iteration 10Q: 3 clusters Score -1256370 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -1256382.375000 Penalty: 4637.262695
	Iteration 11Q: 3 clusters Score -1256382 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -1256390.875000 Penalty: 4637.262695
	Iteration 12Q: 3 clusters Score -1256391 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -1256392.750000 Penalty: 4637.262695
	Iteration 13Q: 3 clusters Score -1256393 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -1256395.125000 Penalty: 4637.262695
	Iteration 14Q: 3 clusters Score -1256395 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -1256398.250000 Penalty: 4637.262695
	Iteration 15Q: 3 clusters Score -1256398 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -1256397.625000 Penalty: 4637.262695
	Iteration 16Q: 3 clusters Score -1256398 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -1256400.875000 Penalty: 4637.262695
	Iteration 17Q: 3 clusters Score -1256401 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -1256399.375000 Penalty: 4637.262695
	Iteration 18Q: 3 clusters Score -1256399 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -1256402.375000 Penalty: 4637.262695
	Iteration 19Q: 3 clusters Score -1256402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -1256401.875000 Penalty: 4637.262695
	Iteration 20F: 3 clusters Score -1256402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -1256400.625000 Penalty: 4637.262695
	Iteration 21Q: 3 clusters Score -1256401 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -1256403.250000 Penalty: 4637.262695
	Iteration 22Q: 3 clusters Score -1256403 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -1256403.250000 Penalty: 4637.262695
	Iteration 23F: 3 clusters Score -1256403 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 47435 members 
Mstep: Class 2 contains 198309 members 
Mstep: Class 3 contains 3713 members 
Mstep: Class 4 contains 12109 members 
Mstep: Class 5 contains 3648 members 
Mstep: Class 6 contains 1240 members 
Mstep: Class 7 contains 13362 members 
Mstep: Class 8 contains 43487 members 
Mstep: Class 9 contains 660 members 
Mstep: Class 10 contains 170117 members 
Mstep: Class 11 contains 249345 members 
Mstep: Class 12 contains 59322 members 
Mstep: Class 13 contains 8082 members 
Mstep: Class 14 contains 63967 members 
Mstep: Class 15 contains 3023 members 
Mstep: Class 16 contains 45183 members 
Mstep: Class 17 contains 94664 members 
Mstep: Class 18 contains 5779 members 
Mstep: Class 19 contains 39729 members 
Mstep: Class 20 contains 21829 members 
Mstep: Class 21 contains 3080 members 
Mstep: Class 22 contains 1276 members 
Mstep: Class 23 contains 10828 members 
Mstep: Class 24 contains 256643 members 
Mstep: Class 25 contains 3409 members 
Entering Unmasked Estep 
Score: -155463536.000000 Penalty: 87563.703125
Splitting cluster 13 changes total score from -155373808.000000 to -155463536.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 14 (63967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63967 members 
Entering Unmasked Estep 
Score: -7156808.000000 Penalty: 2744.398438
	Iteration 0F: 2 clusters Score -7156808 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32050 members 
Mstep: Class 2 contains 31917 members 
Entering Unmasked Estep 
Score: -7113747.000000 Penalty: 5488.796875
	Iteration 0F: 3 clusters Score -7113747 nChanged 29901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32351 members 
Mstep: Class 2 contains 31616 members 
Entering Unmasked Estep 
Score: -7131212.000000 Penalty: 5488.796875
	Iteration 1F: 3 clusters Score -7131212 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32643 members 
Mstep: Class 2 contains 31324 members 
Entering Unmasked Estep 
Score: -7132609.000000 Penalty: 5488.796875
	Iteration 2Q: 3 clusters Score -7132609 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32879 members 
Mstep: Class 2 contains 31088 members 
Entering Unmasked Estep 
Score: -7134699.500000 Penalty: 5488.796875
	Iteration 3F: 3 clusters Score -7134700 nChanged 3821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32686 members 
Mstep: Class 2 contains 31281 members 
Entering Unmasked Estep 
Score: -7137010.000000 Penalty: 5488.796875
	Iteration 4F: 3 clusters Score -7137010 nChanged 4131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31865 members 
Mstep: Class 2 contains 32102 members 
Entering Unmasked Estep 
Score: -7139648.000000 Penalty: 5488.796875
	Iteration 5F: 3 clusters Score -7139648 nChanged 4368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30315 members 
Mstep: Class 2 contains 33652 members 
Entering Unmasked Estep 
Score: -7143055.500000 Penalty: 5488.796875
	Iteration 6F: 3 clusters Score -7143056 nChanged 4639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28326 members 
Mstep: Class 2 contains 35641 members 
Entering Unmasked Estep 
Score: -7147944.000000 Penalty: 5488.796875
	Iteration 7F: 3 clusters Score -7147944 nChanged 4666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26114 members 
Mstep: Class 2 contains 37853 members 
Entering Unmasked Estep 
Score: -7152065.000000 Penalty: 5488.796875
	Iteration 8F: 3 clusters Score -7152065 nChanged 3885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24021 members 
Mstep: Class 2 contains 39946 members 
Entering Unmasked Estep 
Score: -7154452.500000 Penalty: 5488.796875
	Iteration 9F: 3 clusters Score -7154452 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22297 members 
Mstep: Class 2 contains 41670 members 
Entering Unmasked Estep 
Score: -7155901.000000 Penalty: 5488.796875
	Iteration 10Q: 3 clusters Score -7155901 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20772 members 
Mstep: Class 2 contains 43195 members 
Entering Unmasked Estep 
Score: -7156970.500000 Penalty: 5488.796875
	Iteration 11Q: 3 clusters Score -7156970 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19507 members 
Mstep: Class 2 contains 44460 members 
Entering Unmasked Estep 
Score: -7157723.500000 Penalty: 5488.796875
	Iteration 12Q: 3 clusters Score -7157724 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18507 members 
Mstep: Class 2 contains 45460 members 
Entering Unmasked Estep 
Score: -7158136.000000 Penalty: 5488.796875
	Iteration 13Q: 3 clusters Score -7158136 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17749 members 
Mstep: Class 2 contains 46218 members 
Entering Unmasked Estep 
Score: -7158508.000000 Penalty: 5488.796875
	Iteration 14Q: 3 clusters Score -7158508 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17165 members 
Mstep: Class 2 contains 46802 members 
Entering Unmasked Estep 
Score: -7158778.500000 Penalty: 5488.796875
	Iteration 15Q: 3 clusters Score -7158778 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16674 members 
Mstep: Class 2 contains 47293 members 
Entering Unmasked Estep 
Score: -7159005.500000 Penalty: 5488.796875
	Iteration 16Q: 3 clusters Score -7159006 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16197 members 
Mstep: Class 2 contains 47770 members 
Entering Unmasked Estep 
Score: -7159209.500000 Penalty: 5488.796875
	Iteration 17Q: 3 clusters Score -7159210 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15721 members 
Mstep: Class 2 contains 48246 members 
Entering Unmasked Estep 
Score: -7159503.000000 Penalty: 5488.796875
	Iteration 18Q: 3 clusters Score -7159503 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15227 members 
Mstep: Class 2 contains 48740 members 
Entering Unmasked Estep 
Score: -7159850.500000 Penalty: 5488.796875
	Iteration 19Q: 3 clusters Score -7159850 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14719 members 
Mstep: Class 2 contains 49248 members 
Entering Unmasked Estep 
Score: -7160253.000000 Penalty: 5488.796875
	Iteration 20F: 3 clusters Score -7160253 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14229 members 
Mstep: Class 2 contains 49738 members 
Entering Unmasked Estep 
Score: -7160795.000000 Penalty: 5488.796875
	Iteration 21Q: 3 clusters Score -7160795 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13717 members 
Mstep: Class 2 contains 50250 members 
Entering Unmasked Estep 
Score: -7161443.000000 Penalty: 5488.796875
	Iteration 22Q: 3 clusters Score -7161443 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13248 members 
Mstep: Class 2 contains 50719 members 
Entering Unmasked Estep 
Score: -7162121.000000 Penalty: 5488.796875
	Iteration 23Q: 3 clusters Score -7162121 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 51003 members 
Entering Unmasked Estep 
Score: -7162619.500000 Penalty: 5488.796875
	Iteration 24Q: 3 clusters Score -7162620 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 51055 members 
Entering Unmasked Estep 
Score: -7162800.500000 Penalty: 5488.796875
	Iteration 25Q: 3 clusters Score -7162800 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12956 members 
Mstep: Class 2 contains 51011 members 
Entering Unmasked Estep 
Score: -7162844.000000 Penalty: 5488.796875
	Iteration 26Q: 3 clusters Score -7162844 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13035 members 
Mstep: Class 2 contains 50932 members 
Entering Unmasked Estep 
Score: -7162881.000000 Penalty: 5488.796875
	Iteration 27Q: 3 clusters Score -7162881 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13114 members 
Mstep: Class 2 contains 50853 members 
Entering Unmasked Estep 
Score: -7162891.000000 Penalty: 5488.796875
	Iteration 28Q: 3 clusters Score -7162891 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 50779 members 
Entering Unmasked Estep 
Score: -7162901.500000 Penalty: 5488.796875
	Iteration 29Q: 3 clusters Score -7162902 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13240 members 
Mstep: Class 2 contains 50727 members 
Entering Unmasked Estep 
Score: -7162914.000000 Penalty: 5488.796875
	Iteration 30Q: 3 clusters Score -7162914 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13273 members 
Mstep: Class 2 contains 50694 members 
Entering Unmasked Estep 
Score: -7162900.500000 Penalty: 5488.796875
	Iteration 31Q: 3 clusters Score -7162900 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13302 members 
Mstep: Class 2 contains 50665 members 
Entering Unmasked Estep 
Score: -7162894.000000 Penalty: 5488.796875
	Iteration 32Q: 3 clusters Score -7162894 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13327 members 
Mstep: Class 2 contains 50640 members 
Entering Unmasked Estep 
Score: -7162897.500000 Penalty: 5488.796875
	Iteration 33Q: 3 clusters Score -7162898 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13347 members 
Mstep: Class 2 contains 50620 members 
Entering Unmasked Estep 
Score: -7162911.500000 Penalty: 5488.796875
	Iteration 34Q: 3 clusters Score -7162912 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 50598 members 
Entering Unmasked Estep 
Score: -7162909.000000 Penalty: 5488.796875
	Iteration 35Q: 3 clusters Score -7162909 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13388 members 
Mstep: Class 2 contains 50579 members 
Entering Unmasked Estep 
Score: -7162915.000000 Penalty: 5488.796875
	Iteration 36Q: 3 clusters Score -7162915 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13396 members 
Mstep: Class 2 contains 50571 members 
Entering Unmasked Estep 
Score: -7162917.000000 Penalty: 5488.796875
	Iteration 37Q: 3 clusters Score -7162917 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13406 members 
Mstep: Class 2 contains 50561 members 
Entering Unmasked Estep 
Score: -7162909.500000 Penalty: 5488.796875
	Iteration 38Q: 3 clusters Score -7162910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13413 members 
Mstep: Class 2 contains 50554 members 
Entering Unmasked Estep 
Score: -7162918.500000 Penalty: 5488.796875
	Iteration 39Q: 3 clusters Score -7162918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13419 members 
Mstep: Class 2 contains 50548 members 
Entering Unmasked Estep 
Score: -7162919.500000 Penalty: 5488.796875
	Iteration 40F: 3 clusters Score -7162920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13424 members 
Mstep: Class 2 contains 50543 members 
Entering Unmasked Estep 
Score: -7162921.500000 Penalty: 5488.796875
	Iteration 41Q: 3 clusters Score -7162922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13426 members 
Mstep: Class 2 contains 50541 members 
Entering Unmasked Estep 
Score: -7162926.500000 Penalty: 5488.796875
	Iteration 42Q: 3 clusters Score -7162926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 50538 members 
Entering Unmasked Estep 
Score: -7162924.000000 Penalty: 5488.796875
	Iteration 43Q: 3 clusters Score -7162924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13431 members 
Mstep: Class 2 contains 50536 members 
Entering Unmasked Estep 
Score: -7162924.500000 Penalty: 5488.796875
	Iteration 44Q: 3 clusters Score -7162924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 50531 members 
Entering Unmasked Estep 
Score: -7162931.500000 Penalty: 5488.796875
	Iteration 45Q: 3 clusters Score -7162932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13437 members 
Mstep: Class 2 contains 50530 members 
Entering Unmasked Estep 
Score: -7162927.000000 Penalty: 5488.796875
	Iteration 46Q: 3 clusters Score -7162927 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13438 members 
Mstep: Class 2 contains 50529 members 
Entering Unmasked Estep 
Score: -7162920.000000 Penalty: 5488.796875
	Iteration 47Q: 3 clusters Score -7162920 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13438 members 
Mstep: Class 2 contains 50529 members 
Entering Unmasked Estep 
Score: -7162920.000000 Penalty: 5488.796875
	Iteration 48F: 3 clusters Score -7162920 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 47435 members 
Mstep: Class 2 contains 198309 members 
Mstep: Class 3 contains 3713 members 
Mstep: Class 4 contains 12109 members 
Mstep: Class 5 contains 3648 members 
Mstep: Class 6 contains 1240 members 
Mstep: Class 7 contains 13362 members 
Mstep: Class 8 contains 43487 members 
Mstep: Class 9 contains 660 members 
Mstep: Class 10 contains 170117 members 
Mstep: Class 11 contains 249345 members 
Mstep: Class 12 contains 59322 members 
Mstep: Class 13 contains 8082 members 
Mstep: Class 14 contains 13438 members 
Mstep: Class 15 contains 3023 members 
Mstep: Class 16 contains 45183 members 
Mstep: Class 17 contains 94664 members 
Mstep: Class 18 contains 5779 members 
Mstep: Class 19 contains 39729 members 
Mstep: Class 20 contains 21829 members 
Mstep: Class 21 contains 3080 members 
Mstep: Class 22 contains 1276 members 
Mstep: Class 23 contains 10828 members 
Mstep: Class 24 contains 256643 members 
Mstep: Class 25 contains 3409 members 
Mstep: Class 26 contains 50529 members 
Entering Unmasked Estep 
Score: -155466656.000000 Penalty: 91066.250000
Splitting cluster 14 changes total score from -155373808.000000 to -155466656.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 16 (45183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45183 members 
Entering Unmasked Estep 
Score: -5242855.500000 Penalty: 2658.182129
	Iteration 0F: 2 clusters Score -5242856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22753 members 
Mstep: Class 2 contains 22430 members 
Entering Unmasked Estep 
Score: -5212375.000000 Penalty: 5316.364258
	Iteration 0F: 3 clusters Score -5212375 nChanged 20962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24441 members 
Mstep: Class 2 contains 20742 members 
Entering Unmasked Estep 
Score: -5224690.000000 Penalty: 5316.364258
	Iteration 1F: 3 clusters Score -5224690 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25623 members 
Mstep: Class 2 contains 19560 members 
Entering Unmasked Estep 
Score: -5226158.500000 Penalty: 5316.364258
	Iteration 2F: 3 clusters Score -5226158 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27327 members 
Mstep: Class 2 contains 17856 members 
Entering Unmasked Estep 
Score: -5228056.500000 Penalty: 5316.364258
	Iteration 3F: 3 clusters Score -5228056 nChanged 3404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29631 members 
Mstep: Class 2 contains 15552 members 
Entering Unmasked Estep 
Score: -5230690.000000 Penalty: 5316.364258
	Iteration 4F: 3 clusters Score -5230690 nChanged 3749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32418 members 
Mstep: Class 2 contains 12765 members 
Entering Unmasked Estep 
Score: -5233842.500000 Penalty: 5316.364258
	Iteration 5F: 3 clusters Score -5233842 nChanged 3540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35188 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -5236877.500000 Penalty: 5316.364258
	Iteration 6F: 3 clusters Score -5236878 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37358 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -5239128.500000 Penalty: 5316.364258
	Iteration 7F: 3 clusters Score -5239128 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38841 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -5240676.500000 Penalty: 5316.364258
	Iteration 8Q: 3 clusters Score -5240676 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39793 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -5241647.500000 Penalty: 5316.364258
	Iteration 9Q: 3 clusters Score -5241648 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40370 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -5242325.000000 Penalty: 5316.364258
	Iteration 10Q: 3 clusters Score -5242325 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40694 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -5242750.500000 Penalty: 5316.364258
	Iteration 11Q: 3 clusters Score -5242750 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40903 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -5242971.500000 Penalty: 5316.364258
	Iteration 12Q: 3 clusters Score -5242972 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41017 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -5243082.500000 Penalty: 5316.364258
	Iteration 13Q: 3 clusters Score -5243082 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41078 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -5243121.000000 Penalty: 5316.364258
	Iteration 14Q: 3 clusters Score -5243121 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41133 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -5243141.500000 Penalty: 5316.364258
	Iteration 15Q: 3 clusters Score -5243142 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41192 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -5243161.500000 Penalty: 5316.364258
	Iteration 16Q: 3 clusters Score -5243162 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41237 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -5243176.000000 Penalty: 5316.364258
	Iteration 17Q: 3 clusters Score -5243176 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41271 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -5243166.500000 Penalty: 5316.364258
	Iteration 18Q: 3 clusters Score -5243166 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41290 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -5243175.000000 Penalty: 5316.364258
	Iteration 19Q: 3 clusters Score -5243175 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41307 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -5243182.500000 Penalty: 5316.364258
	Iteration 20F: 3 clusters Score -5243182 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41319 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -5243195.000000 Penalty: 5316.364258
	Iteration 21Q: 3 clusters Score -5243195 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41327 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -5243197.000000 Penalty: 5316.364258
	Iteration 22Q: 3 clusters Score -5243197 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41337 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -5243202.000000 Penalty: 5316.364258
	Iteration 23Q: 3 clusters Score -5243202 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41346 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -5243201.500000 Penalty: 5316.364258
	Iteration 24Q: 3 clusters Score -5243202 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41357 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -5243197.000000 Penalty: 5316.364258
	Iteration 25Q: 3 clusters Score -5243197 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41360 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -5243200.000000 Penalty: 5316.364258
	Iteration 26Q: 3 clusters Score -5243200 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41367 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -5243208.000000 Penalty: 5316.364258
	Iteration 27Q: 3 clusters Score -5243208 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41372 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -5243210.500000 Penalty: 5316.364258
	Iteration 28Q: 3 clusters Score -5243210 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41376 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -5243214.000000 Penalty: 5316.364258
	Iteration 29Q: 3 clusters Score -5243214 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41380 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -5243207.500000 Penalty: 5316.364258
	Iteration 30Q: 3 clusters Score -5243208 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41383 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -5243196.500000 Penalty: 5316.364258
	Iteration 31Q: 3 clusters Score -5243196 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41388 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -5243203.000000 Penalty: 5316.364258
	Iteration 32Q: 3 clusters Score -5243203 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41391 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -5243202.000000 Penalty: 5316.364258
	Iteration 33Q: 3 clusters Score -5243202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41397 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -5243201.000000 Penalty: 5316.364258
	Iteration 34Q: 3 clusters Score -5243201 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41405 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -5243195.000000 Penalty: 5316.364258
	Iteration 35Q: 3 clusters Score -5243195 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41411 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -5243200.000000 Penalty: 5316.364258
	Iteration 36Q: 3 clusters Score -5243200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41415 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -5243205.500000 Penalty: 5316.364258
	Iteration 37Q: 3 clusters Score -5243206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41419 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -5243208.000000 Penalty: 5316.364258
	Iteration 38Q: 3 clusters Score -5243208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41422 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -5243208.000000 Penalty: 5316.364258
	Iteration 39Q: 3 clusters Score -5243208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41425 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -5243209.000000 Penalty: 5316.364258
	Iteration 40F: 3 clusters Score -5243209 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41430 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -5243206.500000 Penalty: 5316.364258
	Iteration 41Q: 3 clusters Score -5243206 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41437 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -5243197.500000 Penalty: 5316.364258
	Iteration 42Q: 3 clusters Score -5243198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41437 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -5243202.500000 Penalty: 5316.364258
	Iteration 43Q: 3 clusters Score -5243202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41436 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -5243200.000000 Penalty: 5316.364258
	Iteration 44Q: 3 clusters Score -5243200 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41436 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -5243200.000000 Penalty: 5316.364258
	Iteration 45F: 3 clusters Score -5243200 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 47435 members 
Mstep: Class 2 contains 198309 members 
Mstep: Class 3 contains 3713 members 
Mstep: Class 4 contains 12109 members 
Mstep: Class 5 contains 3648 members 
Mstep: Class 6 contains 1240 members 
Mstep: Class 7 contains 13362 members 
Mstep: Class 8 contains 43487 members 
Mstep: Class 9 contains 660 members 
Mstep: Class 10 contains 170117 members 
Mstep: Class 11 contains 249345 members 
Mstep: Class 12 contains 59322 members 
Mstep: Class 13 contains 8082 members 
Mstep: Class 14 contains 13438 members 
Mstep: Class 15 contains 3023 members 
Mstep: Class 16 contains 41436 members 
Mstep: Class 17 contains 94664 members 
Mstep: Class 18 contains 5779 members 
Mstep: Class 19 contains 39729 members 
Mstep: Class 20 contains 21829 members 
Mstep: Class 21 contains 3080 members 
Mstep: Class 22 contains 1276 members 
Mstep: Class 23 contains 10828 members 
Mstep: Class 24 contains 256643 members 
Mstep: Class 25 contains 3409 members 
Mstep: Class 26 contains 50529 members 
Mstep: Class 27 contains 3747 members 
Entering Unmasked Estep 
Score: -155467456.000000 Penalty: 94568.796875
Splitting cluster 16 changes total score from -155373808.000000 to -155467456.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 17 (94664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94664 members 
Entering Unmasked Estep 
Score: -10353958.000000 Penalty: 2841.605957
	Iteration 0F: 2 clusters Score -1.035396e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47256 members 
Mstep: Class 2 contains 47408 members 
Entering Unmasked Estep 
Score: -10290765.000000 Penalty: 5683.211914
	Iteration 0F: 3 clusters Score -1.029076e+07 nChanged 44676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46844 members 
Mstep: Class 2 contains 47820 members 
Entering Unmasked Estep 
Score: -10317303.000000 Penalty: 5683.211914
	Iteration 1F: 3 clusters Score -1.03173e+07 nChanged 4257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46685 members 
Mstep: Class 2 contains 47979 members 
Entering Unmasked Estep 
Score: -10318839.000000 Penalty: 5683.211914
	Iteration 2Q: 3 clusters Score -1.031884e+07 nChanged 4536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46567 members 
Mstep: Class 2 contains 48097 members 
Entering Unmasked Estep 
Score: -10320812.000000 Penalty: 5683.211914
	Iteration 3Q: 3 clusters Score -1.032081e+07 nChanged 4912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46365 members 
Mstep: Class 2 contains 48299 members 
Entering Unmasked Estep 
Score: -10323346.000000 Penalty: 5683.211914
	Iteration 4F: 3 clusters Score -1.032335e+07 nChanged 5243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45792 members 
Mstep: Class 2 contains 48872 members 
Entering Unmasked Estep 
Score: -10326080.000000 Penalty: 5683.211914
	Iteration 5F: 3 clusters Score -1.032608e+07 nChanged 5402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44806 members 
Mstep: Class 2 contains 49858 members 
Entering Unmasked Estep 
Score: -10329039.000000 Penalty: 5683.211914
	Iteration 6F: 3 clusters Score -1.032904e+07 nChanged 5413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43331 members 
Mstep: Class 2 contains 51333 members 
Entering Unmasked Estep 
Score: -10332341.000000 Penalty: 5683.211914
	Iteration 7F: 3 clusters Score -1.033234e+07 nChanged 5277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41526 members 
Mstep: Class 2 contains 53138 members 
Entering Unmasked Estep 
Score: -10335654.000000 Penalty: 5683.211914
	Iteration 8F: 3 clusters Score -1.033565e+07 nChanged 4906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39610 members 
Mstep: Class 2 contains 55054 members 
Entering Unmasked Estep 
Score: -10338612.000000 Penalty: 5683.211914
	Iteration 9F: 3 clusters Score -1.033861e+07 nChanged 4241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37721 members 
Mstep: Class 2 contains 56943 members 
Entering Unmasked Estep 
Score: -10340940.000000 Penalty: 5683.211914
	Iteration 10Q: 3 clusters Score -1.034094e+07 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35969 members 
Mstep: Class 2 contains 58695 members 
Entering Unmasked Estep 
Score: -10342384.000000 Penalty: 5683.211914
	Iteration 11Q: 3 clusters Score -1.034238e+07 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34241 members 
Mstep: Class 2 contains 60423 members 
Entering Unmasked Estep 
Score: -10343464.000000 Penalty: 5683.211914
	Iteration 12Q: 3 clusters Score -1.034346e+07 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32518 members 
Mstep: Class 2 contains 62146 members 
Entering Unmasked Estep 
Score: -10344349.000000 Penalty: 5683.211914
	Iteration 13Q: 3 clusters Score -1.034435e+07 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30795 members 
Mstep: Class 2 contains 63869 members 
Entering Unmasked Estep 
Score: -10345077.000000 Penalty: 5683.211914
	Iteration 14Q: 3 clusters Score -1.034508e+07 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29044 members 
Mstep: Class 2 contains 65620 members 
Entering Unmasked Estep 
Score: -10345782.000000 Penalty: 5683.211914
	Iteration 15Q: 3 clusters Score -1.034578e+07 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27198 members 
Mstep: Class 2 contains 67466 members 
Entering Unmasked Estep 
Score: -10346671.000000 Penalty: 5683.211914
	Iteration 16Q: 3 clusters Score -1.034667e+07 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25324 members 
Mstep: Class 2 contains 69340 members 
Entering Unmasked Estep 
Score: -10347501.000000 Penalty: 5683.211914
	Iteration 17Q: 3 clusters Score -1.03475e+07 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23416 members 
Mstep: Class 2 contains 71248 members 
Entering Unmasked Estep 
Score: -10348451.000000 Penalty: 5683.211914
	Iteration 18Q: 3 clusters Score -1.034845e+07 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21493 members 
Mstep: Class 2 contains 73171 members 
Entering Unmasked Estep 
Score: -10349436.000000 Penalty: 5683.211914
	Iteration 19Q: 3 clusters Score -1.034944e+07 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19582 members 
Mstep: Class 2 contains 75082 members 
Entering Unmasked Estep 
Score: -10350440.000000 Penalty: 5683.211914
	Iteration 20F: 3 clusters Score -1.035044e+07 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17693 members 
Mstep: Class 2 contains 76971 members 
Entering Unmasked Estep 
Score: -10351500.000000 Penalty: 5683.211914
	Iteration 21Q: 3 clusters Score -1.03515e+07 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15905 members 
Mstep: Class 2 contains 78759 members 
Entering Unmasked Estep 
Score: -10352429.000000 Penalty: 5683.211914
	Iteration 22Q: 3 clusters Score -1.035243e+07 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14207 members 
Mstep: Class 2 contains 80457 members 
Entering Unmasked Estep 
Score: -10353372.000000 Penalty: 5683.211914
	Iteration 23Q: 3 clusters Score -1.035337e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12644 members 
Mstep: Class 2 contains 82020 members 
Entering Unmasked Estep 
Score: -10354277.000000 Penalty: 5683.211914
	Iteration 24Q: 3 clusters Score -1.035428e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 83414 members 
Entering Unmasked Estep 
Score: -10355020.000000 Penalty: 5683.211914
	Iteration 25Q: 3 clusters Score -1.035502e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 84607 members 
Entering Unmasked Estep 
Score: -10355644.000000 Penalty: 5683.211914
	Iteration 26Q: 3 clusters Score -1.035564e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 85617 members 
Entering Unmasked Estep 
Score: -10356086.000000 Penalty: 5683.211914
	Iteration 27Q: 3 clusters Score -1.035609e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 86465 members 
Entering Unmasked Estep 
Score: -10356499.000000 Penalty: 5683.211914
	Iteration 28Q: 3 clusters Score -1.03565e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 87129 members 
Entering Unmasked Estep 
Score: -10356858.000000 Penalty: 5683.211914
	Iteration 29Q: 3 clusters Score -1.035686e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 87672 members 
Entering Unmasked Estep 
Score: -10357173.000000 Penalty: 5683.211914
	Iteration 30Q: 3 clusters Score -1.035717e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 88141 members 
Entering Unmasked Estep 
Score: -10357538.000000 Penalty: 5683.211914
	Iteration 31Q: 3 clusters Score -1.035754e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 88528 members 
Entering Unmasked Estep 
Score: -10357759.000000 Penalty: 5683.211914
	Iteration 32Q: 3 clusters Score -1.035776e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 88845 members 
Entering Unmasked Estep 
Score: -10357870.000000 Penalty: 5683.211914
	Iteration 33Q: 3 clusters Score -1.035787e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 89079 members 
Entering Unmasked Estep 
Score: -10357996.000000 Penalty: 5683.211914
	Iteration 34Q: 3 clusters Score -1.0358e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 89270 members 
Entering Unmasked Estep 
Score: -10358045.000000 Penalty: 5683.211914
	Iteration 35Q: 3 clusters Score -1.035804e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 89398 members 
Entering Unmasked Estep 
Score: -10358072.000000 Penalty: 5683.211914
	Iteration 36Q: 3 clusters Score -1.035807e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 89492 members 
Entering Unmasked Estep 
Score: -10358081.000000 Penalty: 5683.211914
	Iteration 37Q: 3 clusters Score -1.035808e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 89574 members 
Entering Unmasked Estep 
Score: -10358118.000000 Penalty: 5683.211914
	Iteration 38Q: 3 clusters Score -1.035812e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 89640 members 
Entering Unmasked Estep 
Score: -10358143.000000 Penalty: 5683.211914
	Iteration 39Q: 3 clusters Score -1.035814e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 89693 members 
Entering Unmasked Estep 
Score: -10358150.000000 Penalty: 5683.211914
	Iteration 40F: 3 clusters Score -1.035815e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 89724 members 
Entering Unmasked Estep 
Score: -10358140.000000 Penalty: 5683.211914
	Iteration 41Q: 3 clusters Score -1.035814e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 89755 members 
Entering Unmasked Estep 
Score: -10358145.000000 Penalty: 5683.211914
	Iteration 42Q: 3 clusters Score -1.035814e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 89778 members 
Entering Unmasked Estep 
Score: -10358153.000000 Penalty: 5683.211914
	Iteration 43Q: 3 clusters Score -1.035815e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 89792 members 
Entering Unmasked Estep 
Score: -10358158.000000 Penalty: 5683.211914
	Iteration 44Q: 3 clusters Score -1.035816e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 89799 members 
Entering Unmasked Estep 
Score: -10358154.000000 Penalty: 5683.211914
	Iteration 45Q: 3 clusters Score -1.035815e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 89805 members 
Entering Unmasked Estep 
Score: -10358151.000000 Penalty: 5683.211914
	Iteration 46Q: 3 clusters Score -1.035815e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 89810 members 
Entering Unmasked Estep 
Score: -10358150.000000 Penalty: 5683.211914
	Iteration 47Q: 3 clusters Score -1.035815e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 89819 members 
Entering Unmasked Estep 
Score: -10358147.000000 Penalty: 5683.211914
	Iteration 48Q: 3 clusters Score -1.035815e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 89826 members 
Entering Unmasked Estep 
Score: -10358144.000000 Penalty: 5683.211914
	Iteration 49Q: 3 clusters Score -1.035814e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 89837 members 
Entering Unmasked Estep 
Score: -10358135.000000 Penalty: 5683.211914
	Iteration 50Q: 3 clusters Score -1.035814e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 89842 members 
Entering Unmasked Estep 
Score: -10358131.000000 Penalty: 5683.211914
	Iteration 51Q: 3 clusters Score -1.035813e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 89854 members 
Entering Unmasked Estep 
Score: -10358132.000000 Penalty: 5683.211914
	Iteration 52Q: 3 clusters Score -1.035813e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 89863 members 
Entering Unmasked Estep 
Score: -10358143.000000 Penalty: 5683.211914
	Iteration 53Q: 3 clusters Score -1.035814e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 89868 members 
Entering Unmasked Estep 
Score: -10358147.000000 Penalty: 5683.211914
	Iteration 54Q: 3 clusters Score -1.035815e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 89871 members 
Entering Unmasked Estep 
Score: -10358146.000000 Penalty: 5683.211914
	Iteration 55Q: 3 clusters Score -1.035815e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 89875 members 
Entering Unmasked Estep 
Score: -10358149.000000 Penalty: 5683.211914
	Iteration 56Q: 3 clusters Score -1.035815e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 89877 members 
Entering Unmasked Estep 
Score: -10358147.000000 Penalty: 5683.211914
	Iteration 57Q: 3 clusters Score -1.035815e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 89877 members 
Entering Unmasked Estep 
Score: -10358147.000000 Penalty: 5683.211914
	Iteration 58F: 3 clusters Score -1.035815e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 47435 members 
Mstep: Class 2 contains 198309 members 
Mstep: Class 3 contains 3713 members 
Mstep: Class 4 contains 12109 members 
Mstep: Class 5 contains 3648 members 
Mstep: Class 6 contains 1240 members 
Mstep: Class 7 contains 13362 members 
Mstep: Class 8 contains 43487 members 
Mstep: Class 9 contains 660 members 
Mstep: Class 10 contains 170117 members 
Mstep: Class 11 contains 249345 members 
Mstep: Class 12 contains 59322 members 
Mstep: Class 13 contains 8082 members 
Mstep: Class 14 contains 13438 members 
Mstep: Class 15 contains 3023 members 
Mstep: Class 16 contains 41436 members 
Mstep: Class 17 contains 4787 members 
Mstep: Class 18 contains 5779 members 
Mstep: Class 19 contains 39729 members 
Mstep: Class 20 contains 21829 members 
Mstep: Class 21 contains 3080 members 
Mstep: Class 22 contains 1276 members 
Mstep: Class 23 contains 10828 members 
Mstep: Class 24 contains 256643 members 
Mstep: Class 25 contains 3409 members 
Mstep: Class 26 contains 50529 members 
Mstep: Class 27 contains 3747 members 
Mstep: Class 28 contains 89877 members 
Entering Unmasked Estep 
Score: -155469392.000000 Penalty: 98071.343750
Splitting cluster 17 changes total score from -155373808.000000 to -155469392.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 19 (39729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39729 members 
Entering Unmasked Estep 
Score: -4339383.000000 Penalty: 2626.279541
	Iteration 0F: 2 clusters Score -4339383 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19832 members 
Mstep: Class 2 contains 19897 members 
Entering Unmasked Estep 
Score: -4312490.000000 Penalty: 5252.559082
	Iteration 0F: 3 clusters Score -4312490 nChanged 18307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20067 members 
Mstep: Class 2 contains 19662 members 
Entering Unmasked Estep 
Score: -4328027.500000 Penalty: 5252.559082
	Iteration 1F: 3 clusters Score -4328028 nChanged 4450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21549 members 
Mstep: Class 2 contains 18180 members 
Entering Unmasked Estep 
Score: -4333951.000000 Penalty: 5252.559082
	Iteration 2F: 3 clusters Score -4333951 nChanged 4855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24160 members 
Mstep: Class 2 contains 15569 members 
Entering Unmasked Estep 
Score: -4339772.000000 Penalty: 5252.559082
	Iteration 3F: 3 clusters Score -4339772 nChanged 4063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26897 members 
Mstep: Class 2 contains 12832 members 
Entering Unmasked Estep 
Score: -4344608.000000 Penalty: 5252.559082
	Iteration 4F: 3 clusters Score -4344608 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28810 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -4347438.000000 Penalty: 5252.559082
	Iteration 5F: 3 clusters Score -4347438 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29970 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -4348972.000000 Penalty: 5252.559082
	Iteration 6Q: 3 clusters Score -4348972 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30725 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -4349715.000000 Penalty: 5252.559082
	Iteration 7Q: 3 clusters Score -4349715 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31237 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -4349990.000000 Penalty: 5252.559082
	Iteration 8Q: 3 clusters Score -4349990 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31594 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -4350109.500000 Penalty: 5252.559082
	Iteration 9Q: 3 clusters Score -4350110 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31854 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -4350170.000000 Penalty: 5252.559082
	Iteration 10Q: 3 clusters Score -4350170 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32056 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -4350215.000000 Penalty: 5252.559082
	Iteration 11Q: 3 clusters Score -4350215 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32217 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -4350259.500000 Penalty: 5252.559082
	Iteration 12Q: 3 clusters Score -4350260 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32359 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -4350289.000000 Penalty: 5252.559082
	Iteration 13Q: 3 clusters Score -4350289 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32472 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -4350308.500000 Penalty: 5252.559082
	Iteration 14Q: 3 clusters Score -4350308 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32567 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -4350337.000000 Penalty: 5252.559082
	Iteration 15Q: 3 clusters Score -4350337 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32653 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -4350367.500000 Penalty: 5252.559082
	Iteration 16Q: 3 clusters Score -4350368 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32737 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -4350382.500000 Penalty: 5252.559082
	Iteration 17Q: 3 clusters Score -4350382 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32813 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -4350404.500000 Penalty: 5252.559082
	Iteration 18Q: 3 clusters Score -4350404 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32889 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -4350434.500000 Penalty: 5252.559082
	Iteration 19Q: 3 clusters Score -4350434 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32945 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -4350435.500000 Penalty: 5252.559082
	Iteration 20F: 3 clusters Score -4350436 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32990 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -4350448.000000 Penalty: 5252.559082
	Iteration 21Q: 3 clusters Score -4350448 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33020 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -4350448.000000 Penalty: 5252.559082
	Iteration 22Q: 3 clusters Score -4350448 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33037 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -4350449.000000 Penalty: 5252.559082
	Iteration 23Q: 3 clusters Score -4350449 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33052 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -4350452.500000 Penalty: 5252.559082
	Iteration 24Q: 3 clusters Score -4350452 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33063 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -4350452.500000 Penalty: 5252.559082
	Iteration 25Q: 3 clusters Score -4350452 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33074 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -4350446.500000 Penalty: 5252.559082
	Iteration 26Q: 3 clusters Score -4350446 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33082 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -4350448.000000 Penalty: 5252.559082
	Iteration 27Q: 3 clusters Score -4350448 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33090 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -4350450.000000 Penalty: 5252.559082
	Iteration 28Q: 3 clusters Score -4350450 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33098 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -4350448.000000 Penalty: 5252.559082
	Iteration 29Q: 3 clusters Score -4350448 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33103 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -4350448.000000 Penalty: 5252.559082
	Iteration 30Q: 3 clusters Score -4350448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33106 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -4350449.000000 Penalty: 5252.559082
	Iteration 31Q: 3 clusters Score -4350449 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33106 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -4350449.000000 Penalty: 5252.559082
	Iteration 32F: 3 clusters Score -4350449 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 47435 members 
Mstep: Class 2 contains 198309 members 
Mstep: Class 3 contains 3713 members 
Mstep: Class 4 contains 12109 members 
Mstep: Class 5 contains 3648 members 
Mstep: Class 6 contains 1240 members 
Mstep: Class 7 contains 13362 members 
Mstep: Class 8 contains 43487 members 
Mstep: Class 9 contains 660 members 
Mstep: Class 10 contains 170117 members 
Mstep: Class 11 contains 249345 members 
Mstep: Class 12 contains 59322 members 
Mstep: Class 13 contains 8082 members 
Mstep: Class 14 contains 13438 members 
Mstep: Class 15 contains 3023 members 
Mstep: Class 16 contains 41436 members 
Mstep: Class 17 contains 4787 members 
Mstep: Class 18 contains 5779 members 
Mstep: Class 19 contains 33106 members 
Mstep: Class 20 contains 21829 members 
Mstep: Class 21 contains 3080 members 
Mstep: Class 22 contains 1276 members 
Mstep: Class 23 contains 10828 members 
Mstep: Class 24 contains 256643 members 
Mstep: Class 25 contains 3409 members 
Mstep: Class 26 contains 50529 members 
Mstep: Class 27 contains 3747 members 
Mstep: Class 28 contains 89877 members 
Mstep: Class 29 contains 6623 members 
Entering Unmasked Estep 
Score: -155480176.000000 Penalty: 101573.890625
Splitting cluster 19 changes total score from -155373808.000000 to -155480176.000000
So it's getting split into cluster 29.
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 47435 members 
Mstep: Class 2 contains 198309 members 
Mstep: Class 3 contains 3713 members 
Mstep: Class 4 contains 12109 members 
Mstep: Class 5 contains 3648 members 
Mstep: Class 6 contains 1240 members 
Mstep: Class 7 contains 13362 members 
Mstep: Class 8 contains 43487 members 
Mstep: Class 9 contains 660 members 
Mstep: Class 10 contains 170117 members 
Mstep: Class 11 contains 249345 members 
Mstep: Class 12 contains 59322 members 
Mstep: Class 13 contains 8082 members 
Mstep: Class 14 contains 13438 members 
Mstep: Class 16 contains 41436 members 
Mstep: Class 17 contains 4787 members 
Mstep: Class 19 contains 33106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155507008.000000 Penalty: 101573.890625
Iteration 39Q: 30 clusters Score -1.55507e+08 nChanged 46033
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 51768 members 
Mstep: Class 2 contains 198235 members 
Mstep: Class 3 contains 3086 members 
Mstep: Class 4 contains 12032 members 
Mstep: Class 5 contains 3889 members 
Mstep: Class 6 contains 1239 members 
Mstep: Class 7 contains 13111 members 
Mstep: Class 8 contains 43569 members 
Mstep: Class 9 contains 784 members 
Mstep: Class 10 contains 166780 members 
Mstep: Class 11 contains 250156 members 
Mstep: Class 12 contains 63856 members 
Mstep: Class 13 contains 8081 members 
Mstep: Class 14 contains 14561 members 
Mstep: Class 15 contains 2535 members 
Mstep: Class 16 contains 41189 members 
Mstep: Class 17 contains 5792 members 
Mstep: Class 18 contains 6241 members 
Mstep: Class 19 contains 36309 members 
Mstep: Class 20 contains 21410 members 
Mstep: Class 21 contains 3209 members 
Mstep: Class 22 contains 1274 members 
Mstep: Class 23 contains 10639 members 
Mstep: Class 24 contains 252497 members 
Mstep: Class 25 contains 3609 members 
Mstep: Class 26 contains 49820 members 
Mstep: Class 27 contains 3741 members 
Mstep: Class 28 contains 84257 members 
Mstep: Class 29 contains 6570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155533392.000000 Penalty: 101573.890625
Iteration 40F: 30 clusters Score -1.555334e+08 nChanged 36869
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 55004 members 
Mstep: Class 2 contains 197893 members 
Mstep: Class 3 contains 2110 members 
Mstep: Class 4 contains 11934 members 
Mstep: Class 5 contains 3846 members 
Mstep: Class 6 contains 1245 members 
Mstep: Class 7 contains 12914 members 
Mstep: Class 8 contains 43378 members 
Mstep: Class 9 contains 813 members 
Mstep: Class 10 contains 160787 members 
Mstep: Class 11 contains 245888 members 
Mstep: Class 12 contains 66149 members 
Mstep: Class 13 contains 8109 members 
Mstep: Class 14 contains 15090 members 
Mstep: Class 15 contains 2435 members 
Mstep: Class 16 contains 41073 members 
Mstep: Class 17 contains 6351 members 
Mstep: Class 18 contains 6755 members 
Mstep: Class 19 contains 37917 members 
Mstep: Class 20 contains 23759 members 
Mstep: Class 21 contains 4030 members 
Mstep: Class 22 contains 1274 members 
Mstep: Class 23 contains 10758 members 
Mstep: Class 24 contains 252958 members 
Mstep: Class 25 contains 3640 members 
Mstep: Class 26 contains 49377 members 
Mstep: Class 27 contains 4443 members 
Mstep: Class 28 contains 83438 members 
Mstep: Class 29 contains 6875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155547824.000000 Penalty: 101573.890625
Iteration 41Q: 30 clusters Score -1.555478e+08 nChanged 26033
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 59973 members 
Mstep: Class 2 contains 197741 members 
Mstep: Class 3 contains 1849 members 
Mstep: Class 4 contains 11950 members 
Mstep: Class 5 contains 3780 members 
Mstep: Class 6 contains 1247 members 
Mstep: Class 7 contains 12890 members 
Mstep: Class 8 contains 43214 members 
Mstep: Class 9 contains 827 members 
Mstep: Class 10 contains 153405 members 
Mstep: Class 11 contains 243470 members 
Mstep: Class 12 contains 67728 members 
Mstep: Class 13 contains 8167 members 
Mstep: Class 14 contains 15238 members 
Mstep: Class 15 contains 2417 members 
Mstep: Class 16 contains 41009 members 
Mstep: Class 17 contains 6960 members 
Mstep: Class 18 contains 7130 members 
Mstep: Class 19 contains 39694 members 
Mstep: Class 20 contains 25305 members 
Mstep: Class 21 contains 4515 members 
Mstep: Class 22 contains 1272 members 
Mstep: Class 23 contains 10651 members 
Mstep: Class 24 contains 252449 members 
Mstep: Class 25 contains 3593 members 
Mstep: Class 26 contains 49101 members 
Mstep: Class 27 contains 4774 members 
Mstep: Class 28 contains 82829 members 
Mstep: Class 29 contains 7065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155559056.000000 Penalty: 101573.890625
Iteration 42Q: 30 clusters Score -1.555591e+08 nChanged 22850
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66922 members 
Mstep: Class 2 contains 197918 members 
Mstep: Class 3 contains 1760 members 
Mstep: Class 4 contains 12024 members 
Mstep: Class 5 contains 3698 members 
Mstep: Class 6 contains 1250 members 
Mstep: Class 7 contains 12879 members 
Mstep: Class 8 contains 43060 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 144496 members 
Mstep: Class 11 contains 241730 members 
Mstep: Class 12 contains 68976 members 
Mstep: Class 13 contains 8219 members 
Mstep: Class 14 contains 15275 members 
Mstep: Class 15 contains 2406 members 
Mstep: Class 16 contains 41018 members 
Mstep: Class 17 contains 7500 members 
Mstep: Class 18 contains 7489 members 
Mstep: Class 19 contains 41157 members 
Mstep: Class 20 contains 26359 members 
Mstep: Class 21 contains 4874 members 
Mstep: Class 22 contains 1268 members 
Mstep: Class 23 contains 10485 members 
Mstep: Class 24 contains 251824 members 
Mstep: Class 25 contains 3546 members 
Mstep: Class 26 contains 48877 members 
Mstep: Class 27 contains 4940 members 
Mstep: Class 28 contains 82285 members 
Mstep: Class 29 contains 7174 members 
Entering Unmasked Estep 
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Score: -155571136.000000 Penalty: 101573.890625
Iteration 43Q: 30 clusters Score -1.555711e+08 nChanged 21715
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 75684 members 
Mstep: Class 2 contains 198379 members 
Mstep: Class 3 contains 1730 members 
Mstep: Class 4 contains 12120 members 
Mstep: Class 5 contains 3612 members 
Mstep: Class 6 contains 1252 members 
Mstep: Class 7 contains 12773 members 
Mstep: Class 8 contains 42911 members 
Mstep: Class 9 contains 842 members 
Mstep: Class 10 contains 134331 members 
Mstep: Class 11 contains 240428 members 
Mstep: Class 12 contains 69963 members 
Mstep: Class 13 contains 8275 members 
Mstep: Class 14 contains 15283 members 
Mstep: Class 15 contains 2391 members 
Mstep: Class 16 contains 41005 members 
Mstep: Class 17 contains 7974 members 
Mstep: Class 18 contains 7801 members 
Mstep: Class 19 contains 42211 members 
Mstep: Class 20 contains 27080 members 
Mstep: Class 21 contains 5144 members 
Mstep: Class 22 contains 1265 members 
Mstep: Class 23 contains 10305 members 
Mstep: Class 24 contains 250985 members 
Mstep: Class 25 contains 3494 members 
Mstep: Class 26 contains 48703 members 
Mstep: Class 27 contains 5080 members 
Mstep: Class 28 contains 81991 members 
Mstep: Class 29 contains 7231 members 
Entering Unmasked Estep 
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Iteration 44Q: 30 clusters Score -1.555843e+08 nChanged 20946
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 85247 members 
Mstep: Class 2 contains 199072 members 
Mstep: Class 3 contains 1702 members 
Mstep: Class 4 contains 12227 members 
Mstep: Class 5 contains 3574 members 
Mstep: Class 6 contains 1253 members 
Mstep: Class 7 contains 12679 members 
Mstep: Class 8 contains 42796 members 
Mstep: Class 9 contains 850 members 
Mstep: Class 10 contains 124231 members 
Mstep: Class 11 contains 239432 members 
Mstep: Class 12 contains 70660 members 
Mstep: Class 13 contains 8312 members 
Mstep: Class 14 contains 15216 members 
Mstep: Class 15 contains 2380 members 
Mstep: Class 16 contains 40998 members 
Mstep: Class 17 contains 8413 members 
Mstep: Class 18 contains 8057 members 
Mstep: Class 19 contains 42667 members 
Mstep: Class 20 contains 27555 members 
Mstep: Class 21 contains 5367 members 
Mstep: Class 22 contains 1263 members 
Mstep: Class 23 contains 10153 members 
Mstep: Class 24 contains 249795 members 
Mstep: Class 25 contains 3461 members 
Mstep: Class 26 contains 48595 members 
Mstep: Class 27 contains 5167 members 
Mstep: Class 28 contains 81888 members 
Mstep: Class 29 contains 7233 members 
Entering Unmasked Estep 
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Iteration 45Q: 30 clusters Score -1.555989e+08 nChanged 19464
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 93868 members 
Mstep: Class 2 contains 199953 members 
Mstep: Class 3 contains 1682 members 
Mstep: Class 4 contains 12275 members 
Mstep: Class 5 contains 3604 members 
Mstep: Class 6 contains 1254 members 
Mstep: Class 7 contains 12504 members 
Mstep: Class 8 contains 42668 members 
Mstep: Class 9 contains 854 members 
Mstep: Class 10 contains 116320 members 
Mstep: Class 11 contains 238584 members 
Mstep: Class 12 contains 71295 members 
Mstep: Class 13 contains 8338 members 
Mstep: Class 14 contains 15106 members 
Mstep: Class 15 contains 2378 members 
Mstep: Class 16 contains 40998 members 
Mstep: Class 17 contains 8840 members 
Mstep: Class 18 contains 8267 members 
Mstep: Class 19 contains 42514 members 
Mstep: Class 20 contains 27879 members 
Mstep: Class 21 contains 5546 members 
Mstep: Class 22 contains 1260 members 
Mstep: Class 23 contains 9983 members 
Mstep: Class 24 contains 248232 members 
Mstep: Class 25 contains 3438 members 
Mstep: Class 26 contains 48490 members 
Mstep: Class 27 contains 5222 members 
Mstep: Class 28 contains 81688 members 
Mstep: Class 29 contains 7203 members 
Entering Unmasked Estep 
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Iteration 46Q: 30 clusters Score -1.556131e+08 nChanged 16850
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 100038 members 
Mstep: Class 2 contains 200895 members 
Mstep: Class 3 contains 1682 members 
Mstep: Class 4 contains 12270 members 
Mstep: Class 5 contains 3691 members 
Mstep: Class 6 contains 1255 members 
Mstep: Class 7 contains 12327 members 
Mstep: Class 8 contains 42508 members 
Mstep: Class 9 contains 864 members 
Mstep: Class 10 contains 111676 members 
Mstep: Class 11 contains 237881 members 
Mstep: Class 12 contains 71786 members 
Mstep: Class 13 contains 8359 members 
Mstep: Class 14 contains 14941 members 
Mstep: Class 15 contains 2374 members 
Mstep: Class 16 contains 40995 members 
Mstep: Class 17 contains 9216 members 
Mstep: Class 18 contains 8426 members 
Mstep: Class 19 contains 41913 members 
Mstep: Class 20 contains 28099 members 
Mstep: Class 21 contains 5661 members 
Mstep: Class 22 contains 1256 members 
Mstep: Class 23 contains 9822 members 
Mstep: Class 24 contains 246653 members 
Mstep: Class 25 contains 3419 members 
Mstep: Class 26 contains 48426 members 
Mstep: Class 27 contains 5254 members 
Mstep: Class 28 contains 81411 members 
Mstep: Class 29 contains 7145 members 
Entering Unmasked Estep 
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Iteration 47Q: 30 clusters Score -1.556215e+08 nChanged 13664
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 104351 members 
Mstep: Class 2 contains 202011 members 
Mstep: Class 3 contains 1681 members 
Mstep: Class 4 contains 12257 members 
Mstep: Class 5 contains 3787 members 
Mstep: Class 6 contains 1256 members 
Mstep: Class 7 contains 12179 members 
Mstep: Class 8 contains 42354 members 
Mstep: Class 9 contains 869 members 
Mstep: Class 10 contains 108880 members 
Mstep: Class 11 contains 237390 members 
Mstep: Class 12 contains 72174 members 
Mstep: Class 13 contains 8372 members 
Mstep: Class 14 contains 14778 members 
Mstep: Class 15 contains 2380 members 
Mstep: Class 16 contains 40986 members 
Mstep: Class 17 contains 9526 members 
Mstep: Class 18 contains 8556 members 
Mstep: Class 19 contains 41202 members 
Mstep: Class 20 contains 28230 members 
Mstep: Class 21 contains 5756 members 
Mstep: Class 22 contains 1255 members 
Mstep: Class 23 contains 9692 members 
Mstep: Class 24 contains 245265 members 
Mstep: Class 25 contains 3407 members 
Mstep: Class 26 contains 48368 members 
Mstep: Class 27 contains 5285 members 
Mstep: Class 28 contains 80911 members 
Mstep: Class 29 contains 7085 members 
Entering Unmasked Estep 
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Iteration 48Q: 30 clusters Score -1.556253e+08 nChanged 10985
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 107393 members 
Mstep: Class 2 contains 203234 members 
Mstep: Class 3 contains 1671 members 
Mstep: Class 4 contains 12229 members 
Mstep: Class 5 contains 3855 members 
Mstep: Class 6 contains 1257 members 
Mstep: Class 7 contains 12028 members 
Mstep: Class 8 contains 42178 members 
Mstep: Class 9 contains 879 members 
Mstep: Class 10 contains 107078 members 
Mstep: Class 11 contains 237066 members 
Mstep: Class 12 contains 72464 members 
Mstep: Class 13 contains 8388 members 
Mstep: Class 14 contains 14641 members 
Mstep: Class 15 contains 2378 members 
Mstep: Class 16 contains 41000 members 
Mstep: Class 17 contains 9826 members 
Mstep: Class 18 contains 8653 members 
Mstep: Class 19 contains 40471 members 
Mstep: Class 20 contains 28338 members 
Mstep: Class 21 contains 5814 members 
Mstep: Class 22 contains 1250 members 
Mstep: Class 23 contains 9600 members 
Mstep: Class 24 contains 244095 members 
Mstep: Class 25 contains 3392 members 
Mstep: Class 26 contains 48357 members 
Mstep: Class 27 contains 5296 members 
Mstep: Class 28 contains 80406 members 
Mstep: Class 29 contains 7006 members 
Entering Unmasked Estep 
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Iteration 49Q: 30 clusters Score -1.55627e+08 nChanged 8901
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 109628 members 
Mstep: Class 2 contains 204398 members 
Mstep: Class 3 contains 1664 members 
Mstep: Class 4 contains 12188 members 
Mstep: Class 5 contains 3915 members 
Mstep: Class 6 contains 1257 members 
Mstep: Class 7 contains 11906 members 
Mstep: Class 8 contains 42024 members 
Mstep: Class 9 contains 888 members 
Mstep: Class 10 contains 105641 members 
Mstep: Class 11 contains 236908 members 
Mstep: Class 12 contains 72705 members 
Mstep: Class 13 contains 8394 members 
Mstep: Class 14 contains 14518 members 
Mstep: Class 15 contains 2377 members 
Mstep: Class 16 contains 41006 members 
Mstep: Class 17 contains 10161 members 
Mstep: Class 18 contains 8727 members 
Mstep: Class 19 contains 39868 members 
Mstep: Class 20 contains 28418 members 
Mstep: Class 21 contains 5799 members 
Mstep: Class 22 contains 1244 members 
Mstep: Class 23 contains 9500 members 
Mstep: Class 24 contains 243194 members 
Mstep: Class 25 contains 3387 members 
Mstep: Class 26 contains 48358 members 
Mstep: Class 27 contains 5309 members 
Mstep: Class 28 contains 79905 members 
Mstep: Class 29 contains 6956 members 
Entering Unmasked Estep 
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Score: -155628336.000000 Penalty: 101573.890625
Iteration 50Q: 30 clusters Score -1.556283e+08 nChanged 7465
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 111304 members 
Mstep: Class 2 contains 205433 members 
Mstep: Class 3 contains 1650 members 
Mstep: Class 4 contains 12162 members 
Mstep: Class 5 contains 3964 members 
Mstep: Class 6 contains 1255 members 
Mstep: Class 7 contains 11782 members 
Mstep: Class 8 contains 41854 members 
Mstep: Class 9 contains 900 members 
Mstep: Class 10 contains 104525 members 
Mstep: Class 11 contains 236854 members 
Mstep: Class 12 contains 72947 members 
Mstep: Class 13 contains 8401 members 
Mstep: Class 14 contains 14420 members 
Mstep: Class 15 contains 2375 members 
Mstep: Class 16 contains 41017 members 
Mstep: Class 17 contains 10507 members 
Mstep: Class 18 contains 8788 members 
Mstep: Class 19 contains 39360 members 
Mstep: Class 20 contains 28498 members 
Mstep: Class 21 contains 5738 members 
Mstep: Class 22 contains 1237 members 
Mstep: Class 23 contains 9448 members 
Mstep: Class 24 contains 242467 members 
Mstep: Class 25 contains 3381 members 
Mstep: Class 26 contains 48356 members 
Mstep: Class 27 contains 5310 members 
Mstep: Class 28 contains 79405 members 
Mstep: Class 29 contains 6905 members 
Entering Unmasked Estep 
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Iteration 51Q: 30 clusters Score -1.556292e+08 nChanged 6337
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 112590 members 
Mstep: Class 2 contains 206367 members 
Mstep: Class 3 contains 1647 members 
Mstep: Class 4 contains 12139 members 
Mstep: Class 5 contains 3998 members 
Mstep: Class 6 contains 1254 members 
Mstep: Class 7 contains 11702 members 
Mstep: Class 8 contains 41658 members 
Mstep: Class 9 contains 912 members 
Mstep: Class 10 contains 103516 members 
Mstep: Class 11 contains 236843 members 
Mstep: Class 12 contains 73142 members 
Mstep: Class 13 contains 8405 members 
Mstep: Class 14 contains 14343 members 
Mstep: Class 15 contains 2378 members 
Mstep: Class 16 contains 41026 members 
Mstep: Class 17 contains 10861 members 
Mstep: Class 18 contains 8848 members 
Mstep: Class 19 contains 38940 members 
Mstep: Class 20 contains 28570 members 
Mstep: Class 21 contains 5631 members 
Mstep: Class 22 contains 1228 members 
Mstep: Class 23 contains 9433 members 
Mstep: Class 24 contains 241921 members 
Mstep: Class 25 contains 3377 members 
Mstep: Class 26 contains 48342 members 
Mstep: Class 27 contains 5316 members 
Mstep: Class 28 contains 79007 members 
Mstep: Class 29 contains 6849 members 
Entering Unmasked Estep 
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Iteration 52Q: 30 clusters Score -1.5563e+08 nChanged 5590
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 113576 members 
Mstep: Class 2 contains 207203 members 
Mstep: Class 3 contains 1642 members 
Mstep: Class 4 contains 12128 members 
Mstep: Class 5 contains 4035 members 
Mstep: Class 6 contains 1252 members 
Mstep: Class 7 contains 11628 members 
Mstep: Class 8 contains 41416 members 
Mstep: Class 9 contains 925 members 
Mstep: Class 10 contains 102587 members 
Mstep: Class 11 contains 236885 members 
Mstep: Class 12 contains 73339 members 
Mstep: Class 13 contains 8413 members 
Mstep: Class 14 contains 14283 members 
Mstep: Class 15 contains 2379 members 
Mstep: Class 16 contains 41035 members 
Mstep: Class 17 contains 11209 members 
Mstep: Class 18 contains 8880 members 
Mstep: Class 19 contains 38594 members 
Mstep: Class 20 contains 28629 members 
Mstep: Class 21 contains 5468 members 
Mstep: Class 22 contains 1222 members 
Mstep: Class 23 contains 9556 members 
Mstep: Class 24 contains 241532 members 
Mstep: Class 25 contains 3369 members 
Mstep: Class 26 contains 48337 members 
Mstep: Class 27 contains 5321 members 
Mstep: Class 28 contains 78598 members 
Mstep: Class 29 contains 6802 members 
Entering Unmasked Estep 
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Iteration 53Q: 30 clusters Score -1.556311e+08 nChanged 4779
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 114312 members 
Mstep: Class 2 contains 207949 members 
Mstep: Class 3 contains 1640 members 
Mstep: Class 4 contains 12127 members 
Mstep: Class 5 contains 4066 members 
Mstep: Class 6 contains 1252 members 
Mstep: Class 7 contains 11575 members 
Mstep: Class 8 contains 41183 members 
Mstep: Class 9 contains 944 members 
Mstep: Class 10 contains 101775 members 
Mstep: Class 11 contains 236823 members 
Mstep: Class 12 contains 73534 members 
Mstep: Class 13 contains 8416 members 
Mstep: Class 14 contains 14223 members 
Mstep: Class 15 contains 2382 members 
Mstep: Class 16 contains 41046 members 
Mstep: Class 17 contains 11545 members 
Mstep: Class 18 contains 8906 members 
Mstep: Class 19 contains 38318 members 
Mstep: Class 20 contains 28678 members 
Mstep: Class 21 contains 5281 members 
Mstep: Class 22 contains 1214 members 
Mstep: Class 23 contains 9797 members 
Mstep: Class 24 contains 241243 members 
Mstep: Class 25 contains 3366 members 
Mstep: Class 26 contains 48339 members 
Mstep: Class 27 contains 5322 members 
Mstep: Class 28 contains 78229 members 
Mstep: Class 29 contains 6758 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 54Q: 30 clusters Score -1.556327e+08 nChanged 4049
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 114925 members 
Mstep: Class 2 contains 208614 members 
Mstep: Class 3 contains 1633 members 
Mstep: Class 4 contains 12119 members 
Mstep: Class 5 contains 4090 members 
Mstep: Class 6 contains 1252 members 
Mstep: Class 7 contains 11531 members 
Mstep: Class 8 contains 40946 members 
Mstep: Class 9 contains 966 members 
Mstep: Class 10 contains 101005 members 
Mstep: Class 11 contains 236757 members 
Mstep: Class 12 contains 73710 members 
Mstep: Class 13 contains 8421 members 
Mstep: Class 14 contains 14176 members 
Mstep: Class 15 contains 2383 members 
Mstep: Class 16 contains 41049 members 
Mstep: Class 17 contains 11849 members 
Mstep: Class 18 contains 8924 members 
Mstep: Class 19 contains 38094 members 
Mstep: Class 20 contains 28718 members 
Mstep: Class 21 contains 5093 members 
Mstep: Class 22 contains 1204 members 
Mstep: Class 23 contains 10066 members 
Mstep: Class 24 contains 241033 members 
Mstep: Class 25 contains 3361 members 
Mstep: Class 26 contains 48348 members 
Mstep: Class 27 contains 5326 members 
Mstep: Class 28 contains 77926 members 
Mstep: Class 29 contains 6724 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 55Q: 30 clusters Score -1.556335e+08 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 115438 members 
Mstep: Class 2 contains 209188 members 
Mstep: Class 3 contains 1629 members 
Mstep: Class 4 contains 12110 members 
Mstep: Class 5 contains 4116 members 
Mstep: Class 6 contains 1252 members 
Mstep: Class 7 contains 11483 members 
Mstep: Class 8 contains 40724 members 
Mstep: Class 9 contains 986 members 
Mstep: Class 10 contains 100329 members 
Mstep: Class 11 contains 236668 members 
Mstep: Class 12 contains 73858 members 
Mstep: Class 13 contains 8423 members 
Mstep: Class 14 contains 14143 members 
Mstep: Class 15 contains 2384 members 
Mstep: Class 16 contains 41051 members 
Mstep: Class 17 contains 12145 members 
Mstep: Class 18 contains 8940 members 
Mstep: Class 19 contains 37887 members 
Mstep: Class 20 contains 28757 members 
Mstep: Class 21 contains 4926 members 
Mstep: Class 22 contains 1197 members 
Mstep: Class 23 contains 10344 members 
Mstep: Class 24 contains 240868 members 
Mstep: Class 25 contains 3359 members 
Mstep: Class 26 contains 48343 members 
Mstep: Class 27 contains 5335 members 
Mstep: Class 28 contains 77661 members 
Mstep: Class 29 contains 6699 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 56Q: 30 clusters Score -1.556341e+08 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 115788 members 
Mstep: Class 2 contains 209705 members 
Mstep: Class 3 contains 1634 members 
Mstep: Class 4 contains 12110 members 
Mstep: Class 5 contains 4138 members 
Mstep: Class 6 contains 1252 members 
Mstep: Class 7 contains 11441 members 
Mstep: Class 8 contains 40561 members 
Mstep: Class 9 contains 1009 members 
Mstep: Class 10 contains 99746 members 
Mstep: Class 11 contains 236577 members 
Mstep: Class 12 contains 73973 members 
Mstep: Class 13 contains 8423 members 
Mstep: Class 14 contains 14108 members 
Mstep: Class 15 contains 2381 members 
Mstep: Class 16 contains 41057 members 
Mstep: Class 17 contains 12430 members 
Mstep: Class 18 contains 8956 members 
Mstep: Class 19 contains 37705 members 
Mstep: Class 20 contains 28805 members 
Mstep: Class 21 contains 4771 members 
Mstep: Class 22 contains 1186 members 
Mstep: Class 23 contains 10583 members 
Mstep: Class 24 contains 240787 members 
Mstep: Class 25 contains 3358 members 
Mstep: Class 26 contains 48337 members 
Mstep: Class 27 contains 5341 members 
Mstep: Class 28 contains 77403 members 
Mstep: Class 29 contains 6678 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 57Q: 30 clusters Score -1.556348e+08 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 116063 members 
Mstep: Class 2 contains 210151 members 
Mstep: Class 3 contains 1634 members 
Mstep: Class 4 contains 12112 members 
Mstep: Class 5 contains 4152 members 
Mstep: Class 6 contains 1252 members 
Mstep: Class 7 contains 11406 members 
Mstep: Class 8 contains 40386 members 
Mstep: Class 9 contains 1026 members 
Mstep: Class 10 contains 99243 members 
Mstep: Class 11 contains 236519 members 
Mstep: Class 12 contains 74077 members 
Mstep: Class 13 contains 8423 members 
Mstep: Class 14 contains 14077 members 
Mstep: Class 15 contains 2379 members 
Mstep: Class 16 contains 41058 members 
Mstep: Class 17 contains 12676 members 
Mstep: Class 18 contains 8972 members 
Mstep: Class 19 contains 37534 members 
Mstep: Class 20 contains 28841 members 
Mstep: Class 21 contains 4642 members 
Mstep: Class 22 contains 1173 members 
Mstep: Class 23 contains 10796 members 
Mstep: Class 24 contains 240740 members 
Mstep: Class 25 contains 3357 members 
Mstep: Class 26 contains 48339 members 
Mstep: Class 27 contains 5344 members 
Mstep: Class 28 contains 77215 members 
Mstep: Class 29 contains 6656 members 
Entering Unmasked Estep 
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Iteration 58Q: 30 clusters Score -1.556354e+08 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 116284 members 
Mstep: Class 2 contains 210538 members 
Mstep: Class 3 contains 1635 members 
Mstep: Class 4 contains 12108 members 
Mstep: Class 5 contains 4162 members 
Mstep: Class 6 contains 1252 members 
Mstep: Class 7 contains 11368 members 
Mstep: Class 8 contains 40242 members 
Mstep: Class 9 contains 1047 members 
Mstep: Class 10 contains 98793 members 
Mstep: Class 11 contains 236497 members 
Mstep: Class 12 contains 74160 members 
Mstep: Class 13 contains 8423 members 
Mstep: Class 14 contains 14056 members 
Mstep: Class 15 contains 2374 members 
Mstep: Class 16 contains 41060 members 
Mstep: Class 17 contains 12894 members 
Mstep: Class 18 contains 8986 members 
Mstep: Class 19 contains 37376 members 
Mstep: Class 20 contains 28856 members 
Mstep: Class 21 contains 4554 members 
Mstep: Class 22 contains 1156 members 
Mstep: Class 23 contains 10967 members 
Mstep: Class 24 contains 240721 members 
Mstep: Class 25 contains 3357 members 
Mstep: Class 26 contains 48338 members 
Mstep: Class 27 contains 5351 members 
Mstep: Class 28 contains 77054 members 
Mstep: Class 29 contains 6634 members 
Entering Unmasked Estep 
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Iteration 59Q: 30 clusters Score -1.556353e+08 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 116443 members 
Mstep: Class 2 contains 210867 members 
Mstep: Class 3 contains 1636 members 
Mstep: Class 4 contains 12107 members 
Mstep: Class 5 contains 4166 members 
Mstep: Class 6 contains 1252 members 
Mstep: Class 7 contains 11338 members 
Mstep: Class 8 contains 40131 members 
Mstep: Class 9 contains 1069 members 
Mstep: Class 10 contains 98378 members 
Mstep: Class 11 contains 236500 members 
Mstep: Class 12 contains 74225 members 
Mstep: Class 13 contains 8423 members 
Mstep: Class 14 contains 14041 members 
Mstep: Class 15 contains 2373 members 
Mstep: Class 16 contains 41062 members 
Mstep: Class 17 contains 13084 members 
Mstep: Class 18 contains 8996 members 
Mstep: Class 19 contains 37265 members 
Mstep: Class 20 contains 28873 members 
Mstep: Class 21 contains 4455 members 
Mstep: Class 22 contains 1146 members 
Mstep: Class 23 contains 11122 members 
Mstep: Class 24 contains 240695 members 
Mstep: Class 25 contains 3358 members 
Mstep: Class 26 contains 48337 members 
Mstep: Class 27 contains 5350 members 
Mstep: Class 28 contains 76929 members 
Mstep: Class 29 contains 6622 members 
Entering Unmasked Estep 
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Iteration 60F: 30 clusters Score -1.55636e+08 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 117473 members 
Mstep: Class 2 contains 211169 members 
Mstep: Class 3 contains 1657 members 
Mstep: Class 4 contains 12105 members 
Mstep: Class 5 contains 4181 members 
Mstep: Class 6 contains 1251 members 
Mstep: Class 7 contains 11307 members 
Mstep: Class 8 contains 39979 members 
Mstep: Class 9 contains 1085 members 
Mstep: Class 10 contains 97910 members 
Mstep: Class 11 contains 236487 members 
Mstep: Class 12 contains 74273 members 
Mstep: Class 13 contains 8423 members 
Mstep: Class 14 contains 14027 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 41063 members 
Mstep: Class 17 contains 13329 members 
Mstep: Class 18 contains 8998 members 
Mstep: Class 19 contains 37179 members 
Mstep: Class 20 contains 28870 members 
Mstep: Class 21 contains 4424 members 
Mstep: Class 22 contains 1139 members 
Mstep: Class 23 contains 11246 members 
Mstep: Class 24 contains 239986 members 
Mstep: Class 25 contains 3358 members 
Mstep: Class 26 contains 48337 members 
Mstep: Class 27 contains 5359 members 
Mstep: Class 28 contains 76686 members 
Mstep: Class 29 contains 6575 members 
Entering Unmasked Estep 
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Iteration 61Q: 30 clusters Score -1.556371e+08 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 118245 members 
Mstep: Class 2 contains 211510 members 
Mstep: Class 3 contains 1664 members 
Mstep: Class 4 contains 12085 members 
Mstep: Class 5 contains 4196 members 
Mstep: Class 6 contains 1251 members 
Mstep: Class 7 contains 11278 members 
Mstep: Class 8 contains 39833 members 
Mstep: Class 9 contains 1101 members 
Mstep: Class 10 contains 97434 members 
Mstep: Class 11 contains 236451 members 
Mstep: Class 12 contains 74309 members 
Mstep: Class 13 contains 8423 members 
Mstep: Class 14 contains 14011 members 
Mstep: Class 15 contains 2360 members 
Mstep: Class 16 contains 41064 members 
Mstep: Class 17 contains 13587 members 
Mstep: Class 18 contains 9000 members 
Mstep: Class 19 contains 37105 members 
Mstep: Class 20 contains 28878 members 
Mstep: Class 21 contains 4406 members 
Mstep: Class 22 contains 1138 members 
Mstep: Class 23 contains 11352 members 
Mstep: Class 24 contains 239445 members 
Mstep: Class 25 contains 3358 members 
Mstep: Class 26 contains 48341 members 
Mstep: Class 27 contains 5360 members 
Mstep: Class 28 contains 76532 members 
Mstep: Class 29 contains 6526 members 
Entering Unmasked Estep 
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Iteration 62Q: 30 clusters Score -1.556376e+08 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 118843 members 
Mstep: Class 2 contains 211804 members 
Mstep: Class 3 contains 1670 members 
Mstep: Class 4 contains 12067 members 
Mstep: Class 5 contains 4201 members 
Mstep: Class 6 contains 1251 members 
Mstep: Class 7 contains 11266 members 
Mstep: Class 8 contains 39684 members 
Mstep: Class 9 contains 1113 members 
Mstep: Class 10 contains 96988 members 
Mstep: Class 11 contains 236397 members 
Mstep: Class 12 contains 74343 members 
Mstep: Class 13 contains 8423 members 
Mstep: Class 14 contains 13990 members 
Mstep: Class 15 contains 2359 members 
Mstep: Class 16 contains 41062 members 
Mstep: Class 17 contains 13826 members 
Mstep: Class 18 contains 9003 members 
Mstep: Class 19 contains 37037 members 
Mstep: Class 20 contains 28905 members 
Mstep: Class 21 contains 4380 members 
Mstep: Class 22 contains 1138 members 
Mstep: Class 23 contains 11458 members 
Mstep: Class 24 contains 239056 members 
Mstep: Class 25 contains 3358 members 
Mstep: Class 26 contains 48357 members 
Mstep: Class 27 contains 5369 members 
Mstep: Class 28 contains 76419 members 
Mstep: Class 29 contains 6476 members 
Entering Unmasked Estep 
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Iteration 63Q: 30 clusters Score -1.556376e+08 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 119328 members 
Mstep: Class 2 contains 212050 members 
Mstep: Class 3 contains 1668 members 
Mstep: Class 4 contains 12061 members 
Mstep: Class 5 contains 4205 members 
Mstep: Class 6 contains 1251 members 
Mstep: Class 7 contains 11257 members 
Mstep: Class 8 contains 39559 members 
Mstep: Class 9 contains 1122 members 
Mstep: Class 10 contains 96562 members 
Mstep: Class 11 contains 236380 members 
Mstep: Class 12 contains 74378 members 
Mstep: Class 13 contains 8423 members 
Mstep: Class 14 contains 13982 members 
Mstep: Class 15 contains 2359 members 
Mstep: Class 16 contains 41060 members 
Mstep: Class 17 contains 14042 members 
Mstep: Class 18 contains 9004 members 
Mstep: Class 19 contains 36983 members 
Mstep: Class 20 contains 28938 members 
Mstep: Class 21 contains 4348 members 
Mstep: Class 22 contains 1138 members 
Mstep: Class 23 contains 11556 members 
Mstep: Class 24 contains 238746 members 
Mstep: Class 25 contains 3358 members 
Mstep: Class 26 contains 48367 members 
Mstep: Class 27 contains 5376 members 
Mstep: Class 28 contains 76303 members 
Mstep: Class 29 contains 6439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155637392.000000 Penalty: 101573.890625
Iteration 64Q: 30 clusters Score -1.556374e+08 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 119711 members 
Mstep: Class 2 contains 212362 members 
Mstep: Class 3 contains 1661 members 
Mstep: Class 4 contains 12056 members 
Mstep: Class 5 contains 4212 members 
Mstep: Class 6 contains 1251 members 
Mstep: Class 7 contains 11229 members 
Mstep: Class 8 contains 39443 members 
Mstep: Class 9 contains 1132 members 
Mstep: Class 10 contains 96091 members 
Mstep: Class 11 contains 236335 members 
Mstep: Class 12 contains 74402 members 
Mstep: Class 13 contains 8423 members 
Mstep: Class 14 contains 13966 members 
Mstep: Class 15 contains 2360 members 
Mstep: Class 16 contains 41061 members 
Mstep: Class 17 contains 14243 members 
Mstep: Class 18 contains 9004 members 
Mstep: Class 19 contains 36947 members 
Mstep: Class 20 contains 28987 members 
Mstep: Class 21 contains 4332 members 
Mstep: Class 22 contains 1138 members 
Mstep: Class 23 contains 11653 members 
Mstep: Class 24 contains 238520 members 
Mstep: Class 25 contains 3358 members 
Mstep: Class 26 contains 48379 members 
Mstep: Class 27 contains 5385 members 
Mstep: Class 28 contains 76216 members 
Mstep: Class 29 contains 6386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155637664.000000 Penalty: 101573.890625
Iteration 65Q: 30 clusters Score -1.556377e+08 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 120023 members 
Mstep: Class 2 contains 212679 members 
Mstep: Class 3 contains 1653 members 
Mstep: Class 4 contains 12054 members 
Mstep: Class 5 contains 4214 members 
Mstep: Class 6 contains 1251 members 
Mstep: Class 7 contains 11199 members 
Mstep: Class 8 contains 39329 members 
Mstep: Class 9 contains 1134 members 
Mstep: Class 10 contains 95626 members 
Mstep: Class 11 contains 236328 members 
Mstep: Class 12 contains 74422 members 
Mstep: Class 13 contains 8423 members 
Mstep: Class 14 contains 13960 members 
Mstep: Class 15 contains 2358 members 
Mstep: Class 16 contains 41062 members 
Mstep: Class 17 contains 14410 members 
Mstep: Class 18 contains 9003 members 
Mstep: Class 19 contains 36900 members 
Mstep: Class 20 contains 29033 members 
Mstep: Class 21 contains 4339 members 
Mstep: Class 22 contains 1138 members 
Mstep: Class 23 contains 11738 members 
Mstep: Class 24 contains 238323 members 
Mstep: Class 25 contains 3357 members 
Mstep: Class 26 contains 48393 members 
Mstep: Class 27 contains 5391 members 
Mstep: Class 28 contains 76169 members 
Mstep: Class 29 contains 6334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155637392.000000 Penalty: 101573.890625
Iteration 66Q: 30 clusters Score -1.556374e+08 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 120254 members 
Mstep: Class 2 contains 212984 members 
Mstep: Class 3 contains 1657 members 
Mstep: Class 4 contains 12057 members 
Mstep: Class 5 contains 4216 members 
Mstep: Class 6 contains 1251 members 
Mstep: Class 7 contains 11184 members 
Mstep: Class 8 contains 39215 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 95186 members 
Mstep: Class 11 contains 236360 members 
Mstep: Class 12 contains 74438 members 
Mstep: Class 13 contains 8425 members 
Mstep: Class 14 contains 13952 members 
Mstep: Class 15 contains 2356 members 
Mstep: Class 16 contains 41058 members 
Mstep: Class 17 contains 14573 members 
Mstep: Class 18 contains 9004 members 
Mstep: Class 19 contains 36847 members 
Mstep: Class 20 contains 29072 members 
Mstep: Class 21 contains 4333 members 
Mstep: Class 22 contains 1138 members 
Mstep: Class 23 contains 11823 members 
Mstep: Class 24 contains 238192 members 
Mstep: Class 25 contains 3357 members 
Mstep: Class 26 contains 48400 members 
Mstep: Class 27 contains 5397 members 
Mstep: Class 28 contains 76109 members 
Mstep: Class 29 contains 6270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155637600.000000 Penalty: 101573.890625
Iteration 67Q: 30 clusters Score -1.556376e+08 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 120449 members 
Mstep: Class 2 contains 213251 members 
Mstep: Class 3 contains 1660 members 
Mstep: Class 4 contains 12058 members 
Mstep: Class 5 contains 4221 members 
Mstep: Class 6 contains 1251 members 
Mstep: Class 7 contains 11168 members 
Mstep: Class 8 contains 39099 members 
Mstep: Class 9 contains 1136 members 
Mstep: Class 10 contains 94749 members 
Mstep: Class 11 contains 236435 members 
Mstep: Class 12 contains 74463 members 
Mstep: Class 13 contains 8426 members 
Mstep: Class 14 contains 13947 members 
Mstep: Class 15 contains 2354 members 
Mstep: Class 16 contains 41059 members 
Mstep: Class 17 contains 14718 members 
Mstep: Class 18 contains 9002 members 
Mstep: Class 19 contains 36816 members 
Mstep: Class 20 contains 29103 members 
Mstep: Class 21 contains 4331 members 
Mstep: Class 22 contains 1138 members 
Mstep: Class 23 contains 11906 members 
Mstep: Class 24 contains 238070 members 
Mstep: Class 25 contains 3359 members 
Mstep: Class 26 contains 48402 members 
Mstep: Class 27 contains 5407 members 
Mstep: Class 28 contains 76060 members 
Mstep: Class 29 contains 6205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155637744.000000 Penalty: 101573.890625
Iteration 68Q: 30 clusters Score -1.556377e+08 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 120618 members 
Mstep: Class 2 contains 213443 members 
Mstep: Class 3 contains 1658 members 
Mstep: Class 4 contains 12057 members 
Mstep: Class 5 contains 4225 members 
Mstep: Class 6 contains 1251 members 
Mstep: Class 7 contains 11147 members 
Mstep: Class 8 contains 38986 members 
Mstep: Class 9 contains 1137 members 
Mstep: Class 10 contains 94341 members 
Mstep: Class 11 contains 236533 members 
Mstep: Class 12 contains 74489 members 
Mstep: Class 13 contains 8428 members 
Mstep: Class 14 contains 13943 members 
Mstep: Class 15 contains 2352 members 
Mstep: Class 16 contains 41059 members 
Mstep: Class 17 contains 14838 members 
Mstep: Class 18 contains 9002 members 
Mstep: Class 19 contains 36818 members 
Mstep: Class 20 contains 29134 members 
Mstep: Class 21 contains 4351 members 
Mstep: Class 22 contains 1138 members 
Mstep: Class 23 contains 11984 members 
Mstep: Class 24 contains 237959 members 
Mstep: Class 25 contains 3357 members 
Mstep: Class 26 contains 48403 members 
Mstep: Class 27 contains 5415 members 
Mstep: Class 28 contains 76044 members 
Mstep: Class 29 contains 6133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155637440.000000 Penalty: 101573.890625
Iteration 69Q: 30 clusters Score -1.556374e+08 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 120759 members 
Mstep: Class 2 contains 213661 members 
Mstep: Class 3 contains 1657 members 
Mstep: Class 4 contains 12057 members 
Mstep: Class 5 contains 4230 members 
Mstep: Class 6 contains 1251 members 
Mstep: Class 7 contains 11120 members 
Mstep: Class 8 contains 38871 members 
Mstep: Class 9 contains 1138 members 
Mstep: Class 10 contains 93943 members 
Mstep: Class 11 contains 236634 members 
Mstep: Class 12 contains 74507 members 
Mstep: Class 13 contains 8430 members 
Mstep: Class 14 contains 13934 members 
Mstep: Class 15 contains 2349 members 
Mstep: Class 16 contains 41061 members 
Mstep: Class 17 contains 14966 members 
Mstep: Class 18 contains 9003 members 
Mstep: Class 19 contains 36797 members 
Mstep: Class 20 contains 29162 members 
Mstep: Class 21 contains 4385 members 
Mstep: Class 22 contains 1138 members 
Mstep: Class 23 contains 12048 members 
Mstep: Class 24 contains 237876 members 
Mstep: Class 25 contains 3356 members 
Mstep: Class 26 contains 48407 members 
Mstep: Class 27 contains 5419 members 
Mstep: Class 28 contains 76016 members 
Mstep: Class 29 contains 6068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155637264.000000 Penalty: 101573.890625
Iteration 70Q: 30 clusters Score -1.556373e+08 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 120882 members 
Mstep: Class 2 contains 213852 members 
Mstep: Class 3 contains 1653 members 
Mstep: Class 4 contains 12054 members 
Mstep: Class 5 contains 4237 members 
Mstep: Class 6 contains 1250 members 
Mstep: Class 7 contains 11094 members 
Mstep: Class 8 contains 38787 members 
Mstep: Class 9 contains 1139 members 
Mstep: Class 10 contains 93558 members 
Mstep: Class 11 contains 236750 members 
Mstep: Class 12 contains 74536 members 
Mstep: Class 13 contains 8432 members 
Mstep: Class 14 contains 13928 members 
Mstep: Class 15 contains 2347 members 
Mstep: Class 16 contains 41067 members 
Mstep: Class 17 contains 15085 members 
Mstep: Class 18 contains 9001 members 
Mstep: Class 19 contains 36810 members 
Mstep: Class 20 contains 29183 members 
Mstep: Class 21 contains 4414 members 
Mstep: Class 22 contains 1138 members 
Mstep: Class 23 contains 12099 members 
Mstep: Class 24 contains 237771 members 
Mstep: Class 25 contains 3355 members 
Mstep: Class 26 contains 48409 members 
Mstep: Class 27 contains 5424 members 
Mstep: Class 28 contains 75983 members 
Mstep: Class 29 contains 6005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155637504.000000 Penalty: 101573.890625
Iteration 71Q: 30 clusters Score -1.556375e+08 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 120986 members 
Mstep: Class 2 contains 214063 members 
Mstep: Class 3 contains 1654 members 
Mstep: Class 4 contains 12056 members 
Mstep: Class 5 contains 4240 members 
Mstep: Class 6 contains 1249 members 
Mstep: Class 7 contains 11065 members 
Mstep: Class 8 contains 38687 members 
Mstep: Class 9 contains 1139 members 
Mstep: Class 10 contains 93143 members 
Mstep: Class 11 contains 236856 members 
Mstep: Class 12 contains 74569 members 
Mstep: Class 13 contains 8435 members 
Mstep: Class 14 contains 13925 members 
Mstep: Class 15 contains 2344 members 
Mstep: Class 16 contains 41065 members 
Mstep: Class 17 contains 15207 members 
Mstep: Class 18 contains 9000 members 
Mstep: Class 19 contains 36832 members 
Mstep: Class 20 contains 29203 members 
Mstep: Class 21 contains 4450 members 
Mstep: Class 22 contains 1138 members 
Mstep: Class 23 contains 12144 members 
Mstep: Class 24 contains 237688 members 
Mstep: Class 25 contains 3353 members 
Mstep: Class 26 contains 48412 members 
Mstep: Class 27 contains 5426 members 
Mstep: Class 28 contains 75967 members 
Mstep: Class 29 contains 5947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155637424.000000 Penalty: 101573.890625
Iteration 72Q: 30 clusters Score -1.556374e+08 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 121068 members 
Mstep: Class 2 contains 214290 members 
Mstep: Class 3 contains 1652 members 
Mstep: Class 4 contains 12059 members 
Mstep: Class 5 contains 4242 members 
Mstep: Class 6 contains 1248 members 
Mstep: Class 7 contains 11052 members 
Mstep: Class 8 contains 38588 members 
Mstep: Class 9 contains 1139 members 
Mstep: Class 10 contains 92706 members 
Mstep: Class 11 contains 236974 members 
Mstep: Class 12 contains 74582 members 
Mstep: Class 13 contains 8435 members 
Mstep: Class 14 contains 13920 members 
Mstep: Class 15 contains 2340 members 
Mstep: Class 16 contains 41068 members 
Mstep: Class 17 contains 15303 members 
Mstep: Class 18 contains 9000 members 
Mstep: Class 19 contains 36853 members 
Mstep: Class 20 contains 29219 members 
Mstep: Class 21 contains 4515 members 
Mstep: Class 22 contains 1138 members 
Mstep: Class 23 contains 12171 members 
Mstep: Class 24 contains 237638 members 
Mstep: Class 25 contains 3355 members 
Mstep: Class 26 contains 48415 members 
Mstep: Class 27 contains 5428 members 
Mstep: Class 28 contains 75970 members 
Mstep: Class 29 contains 5875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155637808.000000 Penalty: 101573.890625
Iteration 73Q: 30 clusters Score -1.556378e+08 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 121149 members 
Mstep: Class 2 contains 214535 members 
Mstep: Class 3 contains 1651 members 
Mstep: Class 4 contains 12055 members 
Mstep: Class 5 contains 4244 members 
Mstep: Class 6 contains 1248 members 
Mstep: Class 7 contains 11038 members 
Mstep: Class 8 contains 38509 members 
Mstep: Class 9 contains 1140 members 
Mstep: Class 10 contains 92248 members 
Mstep: Class 11 contains 237091 members 
Mstep: Class 12 contains 74603 members 
Mstep: Class 13 contains 8435 members 
Mstep: Class 14 contains 13914 members 
Mstep: Class 15 contains 2336 members 
Mstep: Class 16 contains 41065 members 
Mstep: Class 17 contains 15371 members 
Mstep: Class 18 contains 9000 members 
Mstep: Class 19 contains 36885 members 
Mstep: Class 20 contains 29231 members 
Mstep: Class 21 contains 4565 members 
Mstep: Class 22 contains 1138 members 
Mstep: Class 23 contains 12194 members 
Mstep: Class 24 contains 237598 members 
Mstep: Class 25 contains 3355 members 
Mstep: Class 26 contains 48419 members 
Mstep: Class 27 contains 5437 members 
Mstep: Class 28 contains 75981 members 
Mstep: Class 29 contains 5808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155637904.000000 Penalty: 101573.890625
Iteration 74Q: 30 clusters Score -1.556379e+08 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 121212 members 
Mstep: Class 2 contains 214805 members 
Mstep: Class 3 contains 1652 members 
Mstep: Class 4 contains 12054 members 
Mstep: Class 5 contains 4249 members 
Mstep: Class 6 contains 1248 members 
Mstep: Class 7 contains 11024 members 
Mstep: Class 8 contains 38424 members 
Mstep: Class 9 contains 1141 members 
Mstep: Class 10 contains 91786 members 
Mstep: Class 11 contains 237194 members 
Mstep: Class 12 contains 74628 members 
Mstep: Class 13 contains 8435 members 
Mstep: Class 14 contains 13907 members 
Mstep: Class 15 contains 2335 members 
Mstep: Class 16 contains 41061 members 
Mstep: Class 17 contains 15430 members 
Mstep: Class 18 contains 9000 members 
Mstep: Class 19 contains 36918 members 
Mstep: Class 20 contains 29250 members 
Mstep: Class 21 contains 4640 members 
Mstep: Class 22 contains 1138 members 
Mstep: Class 23 contains 12207 members 
Mstep: Class 24 contains 237559 members 
Mstep: Class 25 contains 3354 members 
Mstep: Class 26 contains 48421 members 
Mstep: Class 27 contains 5444 members 
Mstep: Class 28 contains 75988 members 
Mstep: Class 29 contains 5739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155637952.000000 Penalty: 101573.890625
Iteration 75Q: 30 clusters Score -1.55638e+08 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 121247 members 
Mstep: Class 2 contains 215065 members 
Mstep: Class 3 contains 1652 members 
Mstep: Class 4 contains 12049 members 
Mstep: Class 5 contains 4251 members 
Mstep: Class 6 contains 1248 members 
Mstep: Class 7 contains 10999 members 
Mstep: Class 8 contains 38363 members 
Mstep: Class 9 contains 1142 members 
Mstep: Class 10 contains 91347 members 
Mstep: Class 11 contains 237297 members 
Mstep: Class 12 contains 74651 members 
Mstep: Class 13 contains 8435 members 
Mstep: Class 14 contains 13901 members 
Mstep: Class 15 contains 2336 members 
Mstep: Class 16 contains 41059 members 
Mstep: Class 17 contains 15465 members 
Mstep: Class 18 contains 9000 members 
Mstep: Class 19 contains 36957 members 
Mstep: Class 20 contains 29271 members 
Mstep: Class 21 contains 4718 members 
Mstep: Class 22 contains 1138 members 
Mstep: Class 23 contains 12215 members 
Mstep: Class 24 contains 237534 members 
Mstep: Class 25 contains 3354 members 
Mstep: Class 26 contains 48424 members 
Mstep: Class 27 contains 5452 members 
Mstep: Class 28 contains 75995 members 
Mstep: Class 29 contains 5678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155637968.000000 Penalty: 101573.890625
Iteration 76Q: 30 clusters Score -1.55638e+08 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 121269 members 
Mstep: Class 2 contains 215333 members 
Mstep: Class 3 contains 1650 members 
Mstep: Class 4 contains 12047 members 
Mstep: Class 5 contains 4254 members 
Mstep: Class 6 contains 1248 members 
Mstep: Class 7 contains 10981 members 
Mstep: Class 8 contains 38308 members 
Mstep: Class 9 contains 1142 members 
Mstep: Class 10 contains 90894 members 
Mstep: Class 11 contains 237382 members 
Mstep: Class 12 contains 74686 members 
Mstep: Class 13 contains 8435 members 
Mstep: Class 14 contains 13899 members 
Mstep: Class 15 contains 2337 members 
Mstep: Class 16 contains 41067 members 
Mstep: Class 17 contains 15507 members 
Mstep: Class 18 contains 9000 members 
Mstep: Class 19 contains 36995 members 
Mstep: Class 20 contains 29289 members 
Mstep: Class 21 contains 4793 members 
Mstep: Class 22 contains 1138 members 
Mstep: Class 23 contains 12229 members 
Mstep: Class 24 contains 237502 members 
Mstep: Class 25 contains 3354 members 
Mstep: Class 26 contains 48422 members 
Mstep: Class 27 contains 5448 members 
Mstep: Class 28 contains 75996 members 
Mstep: Class 29 contains 5638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155638000.000000 Penalty: 101573.890625
Iteration 77Q: 30 clusters Score -1.55638e+08 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 121279 members 
Mstep: Class 2 contains 215602 members 
Mstep: Class 3 contains 1647 members 
Mstep: Class 4 contains 12044 members 
Mstep: Class 5 contains 4258 members 
Mstep: Class 6 contains 1248 members 
Mstep: Class 7 contains 10971 members 
Mstep: Class 8 contains 38265 members 
Mstep: Class 9 contains 1142 members 
Mstep: Class 10 contains 90489 members 
Mstep: Class 11 contains 237486 members 
Mstep: Class 12 contains 74709 members 
Mstep: Class 13 contains 8435 members 
Mstep: Class 14 contains 13896 members 
Mstep: Class 15 contains 2338 members 
Mstep: Class 16 contains 41069 members 
Mstep: Class 17 contains 15549 members 
Mstep: Class 18 contains 9000 members 
Mstep: Class 19 contains 37010 members 
Mstep: Class 20 contains 29309 members 
Mstep: Class 21 contains 4843 members 
Mstep: Class 22 contains 1138 members 
Mstep: Class 23 contains 12237 members 
Mstep: Class 24 contains 237478 members 
Mstep: Class 25 contains 3354 members 
Mstep: Class 26 contains 48421 members 
Mstep: Class 27 contains 5449 members 
Mstep: Class 28 contains 75980 members 
Mstep: Class 29 contains 5597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155638528.000000 Penalty: 101573.890625
Iteration 78Q: 30 clusters Score -1.556385e+08 nChanged 1140
Entering ConstructFrom: 
Score: -155638528.000000 Penalty: 101573.890625
Entering ConstructFrom: 
Trying to split cluster 1 (121281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121281 members 
Entering Unmasked Estep 
Score: -14407468.000000 Penalty: 2903.054688
	Iteration 0F: 2 clusters Score -1.440747e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60936 members 
Mstep: Class 2 contains 60345 members 
Entering Unmasked Estep 
Score: -14326295.000000 Penalty: 5806.109375
	Iteration 0F: 3 clusters Score -1.43263e+07 nChanged 57896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62898 members 
Mstep: Class 2 contains 58383 members 
Entering Unmasked Estep 
Score: -14360805.000000 Penalty: 5806.109375
	Iteration 1F: 3 clusters Score -1.43608e+07 nChanged 4475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63901 members 
Mstep: Class 2 contains 57380 members 
Entering Unmasked Estep 
Score: -14362345.000000 Penalty: 5806.109375
	Iteration 2Q: 3 clusters Score -1.436234e+07 nChanged 4982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65307 members 
Mstep: Class 2 contains 55974 members 
Entering Unmasked Estep 
Score: -14364359.000000 Penalty: 5806.109375
	Iteration 3Q: 3 clusters Score -1.436436e+07 nChanged 5697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67258 members 
Mstep: Class 2 contains 54023 members 
Entering Unmasked Estep 
Score: -14367292.000000 Penalty: 5806.109375
	Iteration 4Q: 3 clusters Score -1.436729e+07 nChanged 6320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69762 members 
Mstep: Class 2 contains 51519 members 
Entering Unmasked Estep 
Score: -14371200.000000 Penalty: 5806.109375
	Iteration 5F: 3 clusters Score -1.43712e+07 nChanged 6961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72913 members 
Mstep: Class 2 contains 48368 members 
Entering Unmasked Estep 
Score: -14376009.000000 Penalty: 5806.109375
	Iteration 6F: 3 clusters Score -1.437601e+07 nChanged 7010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76533 members 
Mstep: Class 2 contains 44748 members 
Entering Unmasked Estep 
Score: -14380634.000000 Penalty: 5806.109375
	Iteration 7F: 3 clusters Score -1.438063e+07 nChanged 6253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80326 members 
Mstep: Class 2 contains 40955 members 
Entering Unmasked Estep 
Score: -14384331.000000 Penalty: 5806.109375
	Iteration 8F: 3 clusters Score -1.438433e+07 nChanged 5517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84303 members 
Mstep: Class 2 contains 36978 members 
Entering Unmasked Estep 
Score: -14387144.000000 Penalty: 5806.109375
	Iteration 9Q: 3 clusters Score -1.438714e+07 nChanged 4778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88377 members 
Mstep: Class 2 contains 32904 members 
Entering Unmasked Estep 
Score: -14389456.000000 Penalty: 5806.109375
	Iteration 10Q: 3 clusters Score -1.438946e+07 nChanged 4527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92642 members 
Mstep: Class 2 contains 28639 members 
Entering Unmasked Estep 
Score: -14391726.000000 Penalty: 5806.109375
	Iteration 11Q: 3 clusters Score -1.439173e+07 nChanged 4337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96917 members 
Mstep: Class 2 contains 24364 members 
Entering Unmasked Estep 
Score: -14393805.000000 Penalty: 5806.109375
	Iteration 12Q: 3 clusters Score -1.43938e+07 nChanged 4230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101125 members 
Mstep: Class 2 contains 20156 members 
Entering Unmasked Estep 
Score: -14396020.000000 Penalty: 5806.109375
	Iteration 13Q: 3 clusters Score -1.439602e+07 nChanged 4003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105126 members 
Mstep: Class 2 contains 16155 members 
Entering Unmasked Estep 
Score: -14398139.000000 Penalty: 5806.109375
	Iteration 14Q: 3 clusters Score -1.439814e+07 nChanged 3489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108613 members 
Mstep: Class 2 contains 12668 members 
Entering Unmasked Estep 
Score: -14399747.000000 Penalty: 5806.109375
	Iteration 15Q: 3 clusters Score -1.439975e+07 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111547 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -14401277.000000 Penalty: 5806.109375
	Iteration 16Q: 3 clusters Score -1.440128e+07 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113891 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -14402430.000000 Penalty: 5806.109375
	Iteration 17Q: 3 clusters Score -1.440243e+07 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115634 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -14403153.000000 Penalty: 5806.109375
	Iteration 18Q: 3 clusters Score -1.440315e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116836 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -14403737.000000 Penalty: 5806.109375
	Iteration 19Q: 3 clusters Score -1.440374e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117731 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -14404082.000000 Penalty: 5806.109375
	Iteration 20F: 3 clusters Score -1.440408e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118345 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -14404344.000000 Penalty: 5806.109375
	Iteration 21Q: 3 clusters Score -1.440434e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118768 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -14404505.000000 Penalty: 5806.109375
	Iteration 22Q: 3 clusters Score -1.44045e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119076 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -14404674.000000 Penalty: 5806.109375
	Iteration 23Q: 3 clusters Score -1.440467e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119304 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -14404830.000000 Penalty: 5806.109375
	Iteration 24Q: 3 clusters Score -1.440483e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119472 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -14404898.000000 Penalty: 5806.109375
	Iteration 25Q: 3 clusters Score -1.44049e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119593 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -14404954.000000 Penalty: 5806.109375
	Iteration 26Q: 3 clusters Score -1.440495e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119690 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -14404982.000000 Penalty: 5806.109375
	Iteration 27Q: 3 clusters Score -1.440498e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119767 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -14405012.000000 Penalty: 5806.109375
	Iteration 28Q: 3 clusters Score -1.440501e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119818 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -14405073.000000 Penalty: 5806.109375
	Iteration 29Q: 3 clusters Score -1.440507e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119868 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -14405101.000000 Penalty: 5806.109375
	Iteration 30Q: 3 clusters Score -1.44051e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119889 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -14405108.000000 Penalty: 5806.109375
	Iteration 31Q: 3 clusters Score -1.440511e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119904 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -14405124.000000 Penalty: 5806.109375
	Iteration 32Q: 3 clusters Score -1.440512e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119922 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -14405115.000000 Penalty: 5806.109375
	Iteration 33Q: 3 clusters Score -1.440512e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119936 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -14405118.000000 Penalty: 5806.109375
	Iteration 34Q: 3 clusters Score -1.440512e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119948 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -14405121.000000 Penalty: 5806.109375
	Iteration 35Q: 3 clusters Score -1.440512e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119962 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -14405132.000000 Penalty: 5806.109375
	Iteration 36Q: 3 clusters Score -1.440513e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119977 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -14405146.000000 Penalty: 5806.109375
	Iteration 37Q: 3 clusters Score -1.440515e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119990 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -14405156.000000 Penalty: 5806.109375
	Iteration 38Q: 3 clusters Score -1.440516e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119997 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -14405170.000000 Penalty: 5806.109375
	Iteration 39Q: 3 clusters Score -1.440517e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120006 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -14405171.000000 Penalty: 5806.109375
	Iteration 40F: 3 clusters Score -1.440517e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120012 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -14405174.000000 Penalty: 5806.109375
	Iteration 41Q: 3 clusters Score -1.440517e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120015 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -14405168.000000 Penalty: 5806.109375
	Iteration 42Q: 3 clusters Score -1.440517e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120019 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -14405177.000000 Penalty: 5806.109375
	Iteration 43Q: 3 clusters Score -1.440518e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120023 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -14405168.000000 Penalty: 5806.109375
	Iteration 44Q: 3 clusters Score -1.440517e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120026 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -14405168.000000 Penalty: 5806.109375
	Iteration 45Q: 3 clusters Score -1.440517e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120025 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -14405165.000000 Penalty: 5806.109375
	Iteration 46Q: 3 clusters Score -1.440516e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120025 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -14405165.000000 Penalty: 5806.109375
	Iteration 47F: 3 clusters Score -1.440516e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (215892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215892 members 
Entering Unmasked Estep 
Score: -26063450.000000 Penalty: 3046.068359
	Iteration 0F: 2 clusters Score -2.606345e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107883 members 
Mstep: Class 2 contains 108009 members 
Entering Unmasked Estep 
Score: -25932560.000000 Penalty: 6092.136719
	Iteration 0F: 3 clusters Score -2.593256e+07 nChanged 103760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106103 members 
Mstep: Class 2 contains 109789 members 
Entering Unmasked Estep 
Score: -25993190.000000 Penalty: 6092.136719
	Iteration 1F: 3 clusters Score -2.599319e+07 nChanged 5440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104883 members 
Mstep: Class 2 contains 111009 members 
Entering Unmasked Estep 
Score: -25994170.000000 Penalty: 6092.136719
	Iteration 2Q: 3 clusters Score -2.599417e+07 nChanged 6069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103000 members 
Mstep: Class 2 contains 112892 members 
Entering Unmasked Estep 
Score: -25995570.000000 Penalty: 6092.136719
	Iteration 3Q: 3 clusters Score -2.599557e+07 nChanged 6917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100169 members 
Mstep: Class 2 contains 115723 members 
Entering Unmasked Estep 
Score: -25997446.000000 Penalty: 6092.136719
	Iteration 4Q: 3 clusters Score -2.599745e+07 nChanged 8353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95738 members 
Mstep: Class 2 contains 120154 members 
Entering Unmasked Estep 
Score: -26000528.000000 Penalty: 6092.136719
	Iteration 5Q: 3 clusters Score -2.600053e+07 nChanged 10617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88943 members 
Mstep: Class 2 contains 126949 members 
Entering Unmasked Estep 
Score: -26005784.000000 Penalty: 6092.136719
	Iteration 6Q: 3 clusters Score -2.600578e+07 nChanged 13071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79510 members 
Mstep: Class 2 contains 136382 members 
Entering Unmasked Estep 
Score: -26014090.000000 Penalty: 6092.136719
	Iteration 7F: 3 clusters Score -2.601409e+07 nChanged 15285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67577 members 
Mstep: Class 2 contains 148315 members 
Entering Unmasked Estep 
Score: -26025472.000000 Penalty: 6092.136719
	Iteration 8F: 3 clusters Score -2.602547e+07 nChanged 15217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55540 members 
Mstep: Class 2 contains 160352 members 
Entering Unmasked Estep 
Score: -26037632.000000 Penalty: 6092.136719
	Iteration 9F: 3 clusters Score -2.603763e+07 nChanged 12448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46536 members 
Mstep: Class 2 contains 169356 members 
Entering Unmasked Estep 
Score: -26046702.000000 Penalty: 6092.136719
	Iteration 10F: 3 clusters Score -2.60467e+07 nChanged 8992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41190 members 
Mstep: Class 2 contains 174702 members 
Entering Unmasked Estep 
Score: -26051674.000000 Penalty: 6092.136719
	Iteration 11Q: 3 clusters Score -2.605167e+07 nChanged 5945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37759 members 
Mstep: Class 2 contains 178133 members 
Entering Unmasked Estep 
Score: -26053792.000000 Penalty: 6092.136719
	Iteration 12Q: 3 clusters Score -2.605379e+07 nChanged 3799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34992 members 
Mstep: Class 2 contains 180900 members 
Entering Unmasked Estep 
Score: -26054694.000000 Penalty: 6092.136719
	Iteration 13Q: 3 clusters Score -2.605469e+07 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32469 members 
Mstep: Class 2 contains 183423 members 
Entering Unmasked Estep 
Score: -26055204.000000 Penalty: 6092.136719
	Iteration 14Q: 3 clusters Score -2.60552e+07 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30127 members 
Mstep: Class 2 contains 185765 members 
Entering Unmasked Estep 
Score: -26055824.000000 Penalty: 6092.136719
	Iteration 15Q: 3 clusters Score -2.605582e+07 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28003 members 
Mstep: Class 2 contains 187889 members 
Entering Unmasked Estep 
Score: -26056342.000000 Penalty: 6092.136719
	Iteration 16Q: 3 clusters Score -2.605634e+07 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25971 members 
Mstep: Class 2 contains 189921 members 
Entering Unmasked Estep 
Score: -26056932.000000 Penalty: 6092.136719
	Iteration 17Q: 3 clusters Score -2.605693e+07 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24003 members 
Mstep: Class 2 contains 191889 members 
Entering Unmasked Estep 
Score: -26057368.000000 Penalty: 6092.136719
	Iteration 18Q: 3 clusters Score -2.605737e+07 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22193 members 
Mstep: Class 2 contains 193699 members 
Entering Unmasked Estep 
Score: -26057642.000000 Penalty: 6092.136719
	Iteration 19Q: 3 clusters Score -2.605764e+07 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20474 members 
Mstep: Class 2 contains 195418 members 
Entering Unmasked Estep 
Score: -26058138.000000 Penalty: 6092.136719
	Iteration 20F: 3 clusters Score -2.605814e+07 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18834 members 
Mstep: Class 2 contains 197058 members 
Entering Unmasked Estep 
Score: -26058506.000000 Penalty: 6092.136719
	Iteration 21Q: 3 clusters Score -2.605851e+07 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17346 members 
Mstep: Class 2 contains 198546 members 
Entering Unmasked Estep 
Score: -26058866.000000 Penalty: 6092.136719
	Iteration 22Q: 3 clusters Score -2.605887e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15954 members 
Mstep: Class 2 contains 199938 members 
Entering Unmasked Estep 
Score: -26059068.000000 Penalty: 6092.136719
	Iteration 23Q: 3 clusters Score -2.605907e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14671 members 
Mstep: Class 2 contains 201221 members 
Entering Unmasked Estep 
Score: -26059386.000000 Penalty: 6092.136719
	Iteration 24Q: 3 clusters Score -2.605939e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13482 members 
Mstep: Class 2 contains 202410 members 
Entering Unmasked Estep 
Score: -26059706.000000 Penalty: 6092.136719
	Iteration 25Q: 3 clusters Score -2.605971e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12380 members 
Mstep: Class 2 contains 203512 members 
Entering Unmasked Estep 
Score: -26060062.000000 Penalty: 6092.136719
	Iteration 26Q: 3 clusters Score -2.606006e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 204472 members 
Entering Unmasked Estep 
Score: -26060460.000000 Penalty: 6092.136719
	Iteration 27Q: 3 clusters Score -2.606046e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 205356 members 
Entering Unmasked Estep 
Score: -26060892.000000 Penalty: 6092.136719
	Iteration 28Q: 3 clusters Score -2.606089e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 206112 members 
Entering Unmasked Estep 
Score: -26061268.000000 Penalty: 6092.136719
	Iteration 29Q: 3 clusters Score -2.606127e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 206743 members 
Entering Unmasked Estep 
Score: -26061616.000000 Penalty: 6092.136719
	Iteration 30Q: 3 clusters Score -2.606162e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 207276 members 
Entering Unmasked Estep 
Score: -26061870.000000 Penalty: 6092.136719
	Iteration 31Q: 3 clusters Score -2.606187e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 207749 members 
Entering Unmasked Estep 
Score: -26062064.000000 Penalty: 6092.136719
	Iteration 32Q: 3 clusters Score -2.606206e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 208125 members 
Entering Unmasked Estep 
Score: -26062158.000000 Penalty: 6092.136719
	Iteration 33Q: 3 clusters Score -2.606216e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 208454 members 
Entering Unmasked Estep 
Score: -26062270.000000 Penalty: 6092.136719
	Iteration 34Q: 3 clusters Score -2.606227e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 208725 members 
Entering Unmasked Estep 
Score: -26062310.000000 Penalty: 6092.136719
	Iteration 35Q: 3 clusters Score -2.606231e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 208993 members 
Entering Unmasked Estep 
Score: -26062376.000000 Penalty: 6092.136719
	Iteration 36Q: 3 clusters Score -2.606238e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 209233 members 
Entering Unmasked Estep 
Score: -26062394.000000 Penalty: 6092.136719
	Iteration 37Q: 3 clusters Score -2.606239e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 209425 members 
Entering Unmasked Estep 
Score: -26062418.000000 Penalty: 6092.136719
	Iteration 38Q: 3 clusters Score -2.606242e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 209580 members 
Entering Unmasked Estep 
Score: -26062430.000000 Penalty: 6092.136719
	Iteration 39Q: 3 clusters Score -2.606243e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 209731 members 
Entering Unmasked Estep 
Score: -26062498.000000 Penalty: 6092.136719
	Iteration 40F: 3 clusters Score -2.60625e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 209864 members 
Entering Unmasked Estep 
Score: -26062524.000000 Penalty: 6092.136719
	Iteration 41Q: 3 clusters Score -2.606252e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 209967 members 
Entering Unmasked Estep 
Score: -26062562.000000 Penalty: 6092.136719
	Iteration 42Q: 3 clusters Score -2.606256e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 210061 members 
Entering Unmasked Estep 
Score: -26062588.000000 Penalty: 6092.136719
	Iteration 43Q: 3 clusters Score -2.606259e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 210147 members 
Entering Unmasked Estep 
Score: -26062622.000000 Penalty: 6092.136719
	Iteration 44Q: 3 clusters Score -2.606262e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 210222 members 
Entering Unmasked Estep 
Score: -26062636.000000 Penalty: 6092.136719
	Iteration 45Q: 3 clusters Score -2.606264e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 210293 members 
Entering Unmasked Estep 
Score: -26062660.000000 Penalty: 6092.136719
	Iteration 46Q: 3 clusters Score -2.606266e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 210350 members 
Entering Unmasked Estep 
Score: -26062672.000000 Penalty: 6092.136719
	Iteration 47Q: 3 clusters Score -2.606267e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 210388 members 
Entering Unmasked Estep 
Score: -26062652.000000 Penalty: 6092.136719
	Iteration 48Q: 3 clusters Score -2.606265e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 210428 members 
Entering Unmasked Estep 
Score: -26062608.000000 Penalty: 6092.136719
	Iteration 49Q: 3 clusters Score -2.606261e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 210460 members 
Entering Unmasked Estep 
Score: -26062632.000000 Penalty: 6092.136719
	Iteration 50Q: 3 clusters Score -2.606263e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 210489 members 
Entering Unmasked Estep 
Score: -26062628.000000 Penalty: 6092.136719
	Iteration 51Q: 3 clusters Score -2.606263e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 210529 members 
Entering Unmasked Estep 
Score: -26062624.000000 Penalty: 6092.136719
	Iteration 52Q: 3 clusters Score -2.606262e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 210568 members 
Entering Unmasked Estep 
Score: -26062656.000000 Penalty: 6092.136719
	Iteration 53Q: 3 clusters Score -2.606266e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 210601 members 
Entering Unmasked Estep 
Score: -26062632.000000 Penalty: 6092.136719
	Iteration 54Q: 3 clusters Score -2.606263e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 210626 members 
Entering Unmasked Estep 
Score: -26062634.000000 Penalty: 6092.136719
	Iteration 55Q: 3 clusters Score -2.606263e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 210645 members 
Entering Unmasked Estep 
Score: -26062650.000000 Penalty: 6092.136719
	Iteration 56Q: 3 clusters Score -2.606265e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 210665 members 
Entering Unmasked Estep 
Score: -26062634.000000 Penalty: 6092.136719
	Iteration 57Q: 3 clusters Score -2.606263e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 210685 members 
Entering Unmasked Estep 
Score: -26062666.000000 Penalty: 6092.136719
	Iteration 58Q: 3 clusters Score -2.606267e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 210703 members 
Entering Unmasked Estep 
Score: -26062634.000000 Penalty: 6092.136719
	Iteration 59Q: 3 clusters Score -2.606263e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 210718 members 
Entering Unmasked Estep 
Score: -26062636.000000 Penalty: 6092.136719
	Iteration 60F: 3 clusters Score -2.606264e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 210734 members 
Entering Unmasked Estep 
Score: -26062634.000000 Penalty: 6092.136719
	Iteration 61Q: 3 clusters Score -2.606263e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 210750 members 
Entering Unmasked Estep 
Score: -26062654.000000 Penalty: 6092.136719
	Iteration 62Q: 3 clusters Score -2.606265e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 210759 members 
Entering Unmasked Estep 
Score: -26062656.000000 Penalty: 6092.136719
	Iteration 63Q: 3 clusters Score -2.606266e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 210765 members 
Entering Unmasked Estep 
Score: -26062646.000000 Penalty: 6092.136719
	Iteration 64Q: 3 clusters Score -2.606265e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 210772 members 
Entering Unmasked Estep 
Score: -26062668.000000 Penalty: 6092.136719
	Iteration 65Q: 3 clusters Score -2.606267e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 210778 members 
Entering Unmasked Estep 
Score: -26062656.000000 Penalty: 6092.136719
	Iteration 66Q: 3 clusters Score -2.606266e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 210781 members 
Entering Unmasked Estep 
Score: -26062676.000000 Penalty: 6092.136719
	Iteration 67Q: 3 clusters Score -2.606268e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 210788 members 
Entering Unmasked Estep 
Score: -26062656.000000 Penalty: 6092.136719
	Iteration 68Q: 3 clusters Score -2.606266e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 210793 members 
Entering Unmasked Estep 
Score: -26062658.000000 Penalty: 6092.136719
	Iteration 69Q: 3 clusters Score -2.606266e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 210802 members 
Entering Unmasked Estep 
Score: -26062664.000000 Penalty: 6092.136719
	Iteration 70Q: 3 clusters Score -2.606266e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 210808 members 
Entering Unmasked Estep 
Score: -26062670.000000 Penalty: 6092.136719
	Iteration 71Q: 3 clusters Score -2.606267e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 210812 members 
Entering Unmasked Estep 
Score: -26062644.000000 Penalty: 6092.136719
	Iteration 72Q: 3 clusters Score -2.606264e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 210817 members 
Entering Unmasked Estep 
Score: -26062654.000000 Penalty: 6092.136719
	Iteration 73Q: 3 clusters Score -2.606265e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 210820 members 
Entering Unmasked Estep 
Score: -26062646.000000 Penalty: 6092.136719
	Iteration 74Q: 3 clusters Score -2.606265e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 210823 members 
Entering Unmasked Estep 
Score: -26062634.000000 Penalty: 6092.136719
	Iteration 75Q: 3 clusters Score -2.606263e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 210823 members 
Entering Unmasked Estep 
Score: -26062634.000000 Penalty: 6092.136719
	Iteration 76F: 3 clusters Score -2.606263e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Entering Unmasked Estep 
Score: -160348.203125 Penalty: 1836.864258
	Iteration 0F: 2 clusters Score -160348.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -158025.500000 Penalty: 3673.728516
	Iteration 0F: 3 clusters Score -158025.5 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -158548.750000 Penalty: 3673.728516
	Iteration 1F: 3 clusters Score -158548.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -158767.093750 Penalty: 3673.728516
	Iteration 2F: 3 clusters Score -158767.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -158993.437500 Penalty: 3673.728516
	Iteration 3F: 3 clusters Score -158993.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -159215.906250 Penalty: 3673.728516
	Iteration 4F: 3 clusters Score -159215.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -159488.968750 Penalty: 3673.728516
	Iteration 5F: 3 clusters Score -159489 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -159753.015625 Penalty: 3673.728516
	Iteration 6F: 3 clusters Score -159753 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -160001.093750 Penalty: 3673.728516
	Iteration 7F: 3 clusters Score -160001.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -160152.203125 Penalty: 3673.728516
	Iteration 8Q: 3 clusters Score -160152.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -160255.609375 Penalty: 3673.728516
	Iteration 9Q: 3 clusters Score -160255.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -160309.281250 Penalty: 3673.728516
	Iteration 10Q: 3 clusters Score -160309.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -160331.406250 Penalty: 3673.728516
	Iteration 11Q: 3 clusters Score -160331.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -160355.750000 Penalty: 3673.728516
	Iteration 12Q: 3 clusters Score -160355.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -160362.109375 Penalty: 3673.728516
	Iteration 13Q: 3 clusters Score -160362.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -160363.421875 Penalty: 3673.728516
	Iteration 14Q: 3 clusters Score -160363.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -160365.062500 Penalty: 3673.728516
	Iteration 15Q: 3 clusters Score -160365.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -160365.062500 Penalty: 3673.728516
	Iteration 16F: 3 clusters Score -160365.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 121281 members 
Mstep: Class 2 contains 215892 members 
Mstep: Class 3 contains 1022 members 
Mstep: Class 4 contains 12044 members 
Mstep: Class 5 contains 4259 members 
Mstep: Class 6 contains 1248 members 
Mstep: Class 7 contains 10956 members 
Mstep: Class 8 contains 38218 members 
Mstep: Class 9 contains 1142 members 
Mstep: Class 10 contains 90067 members 
Mstep: Class 11 contains 237598 members 
Mstep: Class 12 contains 74729 members 
Mstep: Class 13 contains 8435 members 
Mstep: Class 14 contains 13894 members 
Mstep: Class 15 contains 2338 members 
Mstep: Class 16 contains 41066 members 
Mstep: Class 17 contains 15587 members 
Mstep: Class 18 contains 9000 members 
Mstep: Class 19 contains 37028 members 
Mstep: Class 20 contains 29341 members 
Mstep: Class 21 contains 4897 members 
Mstep: Class 22 contains 1138 members 
Mstep: Class 23 contains 12241 members 
Mstep: Class 24 contains 237451 members 
Mstep: Class 25 contains 3354 members 
Mstep: Class 26 contains 48422 members 
Mstep: Class 27 contains 5452 members 
Mstep: Class 28 contains 75964 members 
Mstep: Class 29 contains 5554 members 
Mstep: Class 30 contains 625 members 
Entering Unmasked Estep 
Score: -155636704.000000 Penalty: 105076.437500
Splitting cluster 3 changes total score from -155638528.000000 to -155636704.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (12044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12044 members 
Entering Unmasked Estep 
Score: -1370094.875000 Penalty: 2330.287842
	Iteration 0F: 2 clusters Score -1370095 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -1361225.875000 Penalty: 4660.575684
	Iteration 0F: 3 clusters Score -1361226 nChanged 5118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -1364111.125000 Penalty: 4660.575684
	Iteration 1F: 3 clusters Score -1364111 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -1364591.250000 Penalty: 4660.575684
	Iteration 2F: 3 clusters Score -1364591 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -1365173.125000 Penalty: 4660.575684
	Iteration 3F: 3 clusters Score -1365173 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -1366045.625000 Penalty: 4660.575684
	Iteration 4F: 3 clusters Score -1366046 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -1367010.000000 Penalty: 4660.575684
	Iteration 5F: 3 clusters Score -1367010 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -1367819.875000 Penalty: 4660.575684
	Iteration 6F: 3 clusters Score -1367820 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -1368402.625000 Penalty: 4660.575684
	Iteration 7F: 3 clusters Score -1368403 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -1368897.125000 Penalty: 4660.575684
	Iteration 8Q: 3 clusters Score -1368897 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -1369274.500000 Penalty: 4660.575684
	Iteration 9Q: 3 clusters Score -1369274 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -1369549.375000 Penalty: 4660.575684
	Iteration 10Q: 3 clusters Score -1369549 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -1369801.375000 Penalty: 4660.575684
	Iteration 11Q: 3 clusters Score -1369801 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -1370047.625000 Penalty: 4660.575684
	Iteration 12Q: 3 clusters Score -1370048 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -1370303.875000 Penalty: 4660.575684
	Iteration 13Q: 3 clusters Score -1370304 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -1370632.750000 Penalty: 4660.575684
	Iteration 14Q: 3 clusters Score -1370633 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -1371007.125000 Penalty: 4660.575684
	Iteration 15Q: 3 clusters Score -1371007 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -1371355.375000 Penalty: 4660.575684
	Iteration 16Q: 3 clusters Score -1371355 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -1371619.000000 Penalty: 4660.575684
	Iteration 17Q: 3 clusters Score -1371619 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -1371820.875000 Penalty: 4660.575684
	Iteration 18Q: 3 clusters Score -1371821 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -1371978.000000 Penalty: 4660.575684
	Iteration 19Q: 3 clusters Score -1371978 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -1372069.250000 Penalty: 4660.575684
	Iteration 20F: 3 clusters Score -1372069 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -1372133.250000 Penalty: 4660.575684
	Iteration 21Q: 3 clusters Score -1372133 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -1372176.250000 Penalty: 4660.575684
	Iteration 22Q: 3 clusters Score -1372176 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -1372189.625000 Penalty: 4660.575684
	Iteration 23Q: 3 clusters Score -1372190 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -1372201.500000 Penalty: 4660.575684
	Iteration 24Q: 3 clusters Score -1372202 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -1372210.750000 Penalty: 4660.575684
	Iteration 25Q: 3 clusters Score -1372211 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -1372217.250000 Penalty: 4660.575684
	Iteration 26Q: 3 clusters Score -1372217 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -1372222.000000 Penalty: 4660.575684
	Iteration 27Q: 3 clusters Score -1372222 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -1372225.125000 Penalty: 4660.575684
	Iteration 28Q: 3 clusters Score -1372225 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -1372230.250000 Penalty: 4660.575684
	Iteration 29Q: 3 clusters Score -1372230 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -1372234.375000 Penalty: 4660.575684
	Iteration 30Q: 3 clusters Score -1372234 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -1372236.375000 Penalty: 4660.575684
	Iteration 31Q: 3 clusters Score -1372236 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -1372240.875000 Penalty: 4660.575684
	Iteration 32Q: 3 clusters Score -1372241 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -1372242.250000 Penalty: 4660.575684
	Iteration 33Q: 3 clusters Score -1372242 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -1372244.625000 Penalty: 4660.575684
	Iteration 34Q: 3 clusters Score -1372245 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -1372248.750000 Penalty: 4660.575684
	Iteration 35Q: 3 clusters Score -1372249 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -1372256.250000 Penalty: 4660.575684
	Iteration 36Q: 3 clusters Score -1372256 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -1372257.375000 Penalty: 4660.575684
	Iteration 37Q: 3 clusters Score -1372257 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -1372258.625000 Penalty: 4660.575684
	Iteration 38Q: 3 clusters Score -1372259 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -1372262.125000 Penalty: 4660.575684
	Iteration 39Q: 3 clusters Score -1372262 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -1372263.125000 Penalty: 4660.575684
	Iteration 40F: 3 clusters Score -1372263 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -1372268.875000 Penalty: 4660.575684
	Iteration 41Q: 3 clusters Score -1372269 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -1372269.750000 Penalty: 4660.575684
	Iteration 42Q: 3 clusters Score -1372270 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -1372274.875000 Penalty: 4660.575684
	Iteration 43Q: 3 clusters Score -1372275 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -1372276.750000 Penalty: 4660.575684
	Iteration 44Q: 3 clusters Score -1372277 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -1372279.125000 Penalty: 4660.575684
	Iteration 45Q: 3 clusters Score -1372279 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -1372281.875000 Penalty: 4660.575684
	Iteration 46Q: 3 clusters Score -1372282 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -1372280.125000 Penalty: 4660.575684
	Iteration 47Q: 3 clusters Score -1372280 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -1372282.125000 Penalty: 4660.575684
	Iteration 48Q: 3 clusters Score -1372282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -1372285.125000 Penalty: 4660.575684
	Iteration 49Q: 3 clusters Score -1372285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -1372282.625000 Penalty: 4660.575684
	Iteration 50Q: 3 clusters Score -1372283 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -1372286.125000 Penalty: 4660.575684
	Iteration 51Q: 3 clusters Score -1372286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -1372287.500000 Penalty: 4660.575684
	Iteration 52Q: 3 clusters Score -1372288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -1372285.500000 Penalty: 4660.575684
	Iteration 53Q: 3 clusters Score -1372286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -1372287.500000 Penalty: 4660.575684
	Iteration 54Q: 3 clusters Score -1372288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -1372289.375000 Penalty: 4660.575684
	Iteration 55Q: 3 clusters Score -1372289 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -1372288.500000 Penalty: 4660.575684
	Iteration 56Q: 3 clusters Score -1372288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -1372287.375000 Penalty: 4660.575684
	Iteration 57Q: 3 clusters Score -1372287 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -1372289.875000 Penalty: 4660.575684
	Iteration 58Q: 3 clusters Score -1372290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -1372288.875000 Penalty: 4660.575684
	Iteration 59Q: 3 clusters Score -1372289 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -1372290.500000 Penalty: 4660.575684
	Iteration 60F: 3 clusters Score -1372290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -1372288.250000 Penalty: 4660.575684
	Iteration 61Q: 3 clusters Score -1372288 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -1372289.375000 Penalty: 4660.575684
	Iteration 62Q: 3 clusters Score -1372289 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -1372291.000000 Penalty: 4660.575684
	Iteration 63Q: 3 clusters Score -1372291 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -1372292.375000 Penalty: 4660.575684
	Iteration 64Q: 3 clusters Score -1372292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -1372293.125000 Penalty: 4660.575684
	Iteration 65Q: 3 clusters Score -1372293 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -1372296.250000 Penalty: 4660.575684
	Iteration 66Q: 3 clusters Score -1372296 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -1372299.250000 Penalty: 4660.575684
	Iteration 67Q: 3 clusters Score -1372299 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -1372295.875000 Penalty: 4660.575684
	Iteration 68Q: 3 clusters Score -1372296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -1372298.500000 Penalty: 4660.575684
	Iteration 69Q: 3 clusters Score -1372298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -1372300.750000 Penalty: 4660.575684
	Iteration 70Q: 3 clusters Score -1372301 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -1372300.750000 Penalty: 4660.575684
	Iteration 71F: 3 clusters Score -1372301 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 121281 members 
Mstep: Class 2 contains 215892 members 
Mstep: Class 3 contains 1647 members 
Mstep: Class 4 contains 8742 members 
Mstep: Class 5 contains 4259 members 
Mstep: Class 6 contains 1248 members 
Mstep: Class 7 contains 10956 members 
Mstep: Class 8 contains 38218 members 
Mstep: Class 9 contains 1142 members 
Mstep: Class 10 contains 90067 members 
Mstep: Class 11 contains 237598 members 
Mstep: Class 12 contains 74729 members 
Mstep: Class 13 contains 8435 members 
Mstep: Class 14 contains 13894 members 
Mstep: Class 15 contains 2338 members 
Mstep: Class 16 contains 41066 members 
Mstep: Class 17 contains 15587 members 
Mstep: Class 18 contains 9000 members 
Mstep: Class 19 contains 37028 members 
Mstep: Class 20 contains 29341 members 
Mstep: Class 21 contains 4897 members 
Mstep: Class 22 contains 1138 members 
Mstep: Class 23 contains 12241 members 
Mstep: Class 24 contains 237451 members 
Mstep: Class 25 contains 3354 members 
Mstep: Class 26 contains 48422 members 
Mstep: Class 27 contains 5452 members 
Mstep: Class 28 contains 75964 members 
Mstep: Class 29 contains 5554 members 
Mstep: Class 30 contains 3302 members 
Entering Unmasked Estep 
Score: -155638928.000000 Penalty: 105076.437500
Splitting cluster 4 changes total score from -155638528.000000 to -155638928.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 5 (4259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Entering Unmasked Estep 
Score: -464587.250000 Penalty: 2072.483887
	Iteration 0F: 2 clusters Score -464587.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -460561.125000 Penalty: 4144.967773
	Iteration 0F: 3 clusters Score -460561.1 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -461519.031250 Penalty: 4144.967773
	Iteration 1F: 3 clusters Score -461519 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -461822.906250 Penalty: 4144.967773
	Iteration 2F: 3 clusters Score -461822.9 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -462093.875000 Penalty: 4144.967773
	Iteration 3F: 3 clusters Score -462093.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -462292.375000 Penalty: 4144.967773
	Iteration 4F: 3 clusters Score -462292.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -462461.281250 Penalty: 4144.967773
	Iteration 5Q: 3 clusters Score -462461.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -462588.375000 Penalty: 4144.967773
	Iteration 6Q: 3 clusters Score -462588.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -462691.343750 Penalty: 4144.967773
	Iteration 7Q: 3 clusters Score -462691.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -462756.250000 Penalty: 4144.967773
	Iteration 8Q: 3 clusters Score -462756.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -462819.250000 Penalty: 4144.967773
	Iteration 9Q: 3 clusters Score -462819.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -462864.437500 Penalty: 4144.967773
	Iteration 10Q: 3 clusters Score -462864.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -462894.562500 Penalty: 4144.967773
	Iteration 11Q: 3 clusters Score -462894.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -462921.250000 Penalty: 4144.967773
	Iteration 12Q: 3 clusters Score -462921.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -462945.062500 Penalty: 4144.967773
	Iteration 13Q: 3 clusters Score -462945.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -462971.656250 Penalty: 4144.967773
	Iteration 14Q: 3 clusters Score -462971.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -462987.281250 Penalty: 4144.967773
	Iteration 15Q: 3 clusters Score -462987.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -462999.281250 Penalty: 4144.967773
	Iteration 16Q: 3 clusters Score -462999.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -463007.406250 Penalty: 4144.967773
	Iteration 17Q: 3 clusters Score -463007.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -463010.281250 Penalty: 4144.967773
	Iteration 18Q: 3 clusters Score -463010.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -463013.937500 Penalty: 4144.967773
	Iteration 19Q: 3 clusters Score -463013.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -463018.062500 Penalty: 4144.967773
	Iteration 20F: 3 clusters Score -463018.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -463022.812500 Penalty: 4144.967773
	Iteration 21Q: 3 clusters Score -463022.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -463028.375000 Penalty: 4144.967773
	Iteration 22Q: 3 clusters Score -463028.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -463032.718750 Penalty: 4144.967773
	Iteration 23Q: 3 clusters Score -463032.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -463036.125000 Penalty: 4144.967773
	Iteration 24Q: 3 clusters Score -463036.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -463038.218750 Penalty: 4144.967773
	Iteration 25Q: 3 clusters Score -463038.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -463039.531250 Penalty: 4144.967773
	Iteration 26Q: 3 clusters Score -463039.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -463040.218750 Penalty: 4144.967773
	Iteration 27Q: 3 clusters Score -463040.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -463040.843750 Penalty: 4144.967773
	Iteration 28Q: 3 clusters Score -463040.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -463042.718750 Penalty: 4144.967773
	Iteration 29Q: 3 clusters Score -463042.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -463045.093750 Penalty: 4144.967773
	Iteration 30Q: 3 clusters Score -463045.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -463046.093750 Penalty: 4144.967773
	Iteration 31Q: 3 clusters Score -463046.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -463046.093750 Penalty: 4144.967773
	Iteration 32F: 3 clusters Score -463046.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Entering Unmasked Estep 
Score: -136272.281250 Penalty: 1768.065796
	Iteration 0F: 2 clusters Score -136272.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -134236.562500 Penalty: 3536.131592
	Iteration 0F: 3 clusters Score -134236.6 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -134570.734375 Penalty: 3536.131592
	Iteration 1F: 3 clusters Score -134570.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -134677.312500 Penalty: 3536.131592
	Iteration 2F: 3 clusters Score -134677.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -134783.671875 Penalty: 3536.131592
	Iteration 3Q: 3 clusters Score -134783.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -134909.625000 Penalty: 3536.131592
	Iteration 4Q: 3 clusters Score -134909.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -135096.828125 Penalty: 3536.131592
	Iteration 5Q: 3 clusters Score -135096.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -135331.734375 Penalty: 3536.131592
	Iteration 6F: 3 clusters Score -135331.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -135455.781250 Penalty: 3536.131592
	Iteration 7F: 3 clusters Score -135455.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -135542.437500 Penalty: 3536.131592
	Iteration 8Q: 3 clusters Score -135542.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -135591.484375 Penalty: 3536.131592
	Iteration 9Q: 3 clusters Score -135591.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -135634.703125 Penalty: 3536.131592
	Iteration 10Q: 3 clusters Score -135634.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -135674.890625 Penalty: 3536.131592
	Iteration 11Q: 3 clusters Score -135674.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -135729.593750 Penalty: 3536.131592
	Iteration 12Q: 3 clusters Score -135729.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -135763.578125 Penalty: 3536.131592
	Iteration 13Q: 3 clusters Score -135763.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -135796.437500 Penalty: 3536.131592
	Iteration 14Q: 3 clusters Score -135796.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -135813.921875 Penalty: 3536.131592
	Iteration 15Q: 3 clusters Score -135813.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -135828.203125 Penalty: 3536.131592
	Iteration 16Q: 3 clusters Score -135828.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -135836.750000 Penalty: 3536.131592
	Iteration 17Q: 3 clusters Score -135836.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -135843.828125 Penalty: 3536.131592
	Iteration 18Q: 3 clusters Score -135843.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -135847.296875 Penalty: 3536.131592
	Iteration 19Q: 3 clusters Score -135847.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -135857.343750 Penalty: 3536.131592
	Iteration 20F: 3 clusters Score -135857.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -135862.437500 Penalty: 3536.131592
	Iteration 21Q: 3 clusters Score -135862.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -135866.718750 Penalty: 3536.131592
	Iteration 22Q: 3 clusters Score -135866.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -135867.156250 Penalty: 3536.131592
	Iteration 23Q: 3 clusters Score -135867.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -135867.156250 Penalty: 3536.131592
	Iteration 24F: 3 clusters Score -135867.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (10956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Entering Unmasked Estep 
Score: -1260723.000000 Penalty: 2306.807373
	Iteration 0F: 2 clusters Score -1260723 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -1252471.500000 Penalty: 4613.614746
	Iteration 0F: 3 clusters Score -1252472 nChanged 4538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -1254823.125000 Penalty: 4613.614746
	Iteration 1F: 3 clusters Score -1254823 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -1255181.625000 Penalty: 4613.614746
	Iteration 2F: 3 clusters Score -1255182 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -1255470.500000 Penalty: 4613.614746
	Iteration 3F: 3 clusters Score -1255470 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1255737.000000 Penalty: 4613.614746
	Iteration 4F: 3 clusters Score -1255737 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -1255973.000000 Penalty: 4613.614746
	Iteration 5Q: 3 clusters Score -1255973 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -1256199.375000 Penalty: 4613.614746
	Iteration 6Q: 3 clusters Score -1256199 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -1256450.125000 Penalty: 4613.614746
	Iteration 7Q: 3 clusters Score -1256450 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -1256714.875000 Penalty: 4613.614746
	Iteration 8Q: 3 clusters Score -1256715 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -1256968.625000 Penalty: 4613.614746
	Iteration 9Q: 3 clusters Score -1256969 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -1257209.250000 Penalty: 4613.614746
	Iteration 10Q: 3 clusters Score -1257209 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -1257427.625000 Penalty: 4613.614746
	Iteration 11Q: 3 clusters Score -1257428 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -1257639.750000 Penalty: 4613.614746
	Iteration 12Q: 3 clusters Score -1257640 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -1257822.750000 Penalty: 4613.614746
	Iteration 13Q: 3 clusters Score -1257823 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -1257946.000000 Penalty: 4613.614746
	Iteration 14Q: 3 clusters Score -1257946 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -1258037.375000 Penalty: 4613.614746
	Iteration 15Q: 3 clusters Score -1258037 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -1258107.875000 Penalty: 4613.614746
	Iteration 16Q: 3 clusters Score -1258108 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -1258167.000000 Penalty: 4613.614746
	Iteration 17Q: 3 clusters Score -1258167 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -1258205.875000 Penalty: 4613.614746
	Iteration 18Q: 3 clusters Score -1258206 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -1258259.375000 Penalty: 4613.614746
	Iteration 19Q: 3 clusters Score -1258259 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -1258315.750000 Penalty: 4613.614746
	Iteration 20F: 3 clusters Score -1258316 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -1258376.875000 Penalty: 4613.614746
	Iteration 21Q: 3 clusters Score -1258377 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -1258441.875000 Penalty: 4613.614746
	Iteration 22Q: 3 clusters Score -1258442 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -1258513.375000 Penalty: 4613.614746
	Iteration 23Q: 3 clusters Score -1258513 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -1258593.500000 Penalty: 4613.614746
	Iteration 24Q: 3 clusters Score -1258594 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1258679.375000 Penalty: 4613.614746
	Iteration 25Q: 3 clusters Score -1258679 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1258751.500000 Penalty: 4613.614746
	Iteration 26Q: 3 clusters Score -1258752 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1258820.625000 Penalty: 4613.614746
	Iteration 27Q: 3 clusters Score -1258821 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1258873.875000 Penalty: 4613.614746
	Iteration 28Q: 3 clusters Score -1258874 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1258917.250000 Penalty: 4613.614746
	Iteration 29Q: 3 clusters Score -1258917 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1258953.625000 Penalty: 4613.614746
	Iteration 30Q: 3 clusters Score -1258954 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1258983.125000 Penalty: 4613.614746
	Iteration 31Q: 3 clusters Score -1258983 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1259007.625000 Penalty: 4613.614746
	Iteration 32Q: 3 clusters Score -1259008 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1259032.750000 Penalty: 4613.614746
	Iteration 33Q: 3 clusters Score -1259033 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1259048.625000 Penalty: 4613.614746
	Iteration 34Q: 3 clusters Score -1259049 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1259065.500000 Penalty: 4613.614746
	Iteration 35Q: 3 clusters Score -1259066 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1259078.250000 Penalty: 4613.614746
	Iteration 36Q: 3 clusters Score -1259078 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1259086.750000 Penalty: 4613.614746
	Iteration 37Q: 3 clusters Score -1259087 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1259094.875000 Penalty: 4613.614746
	Iteration 38Q: 3 clusters Score -1259095 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1259102.875000 Penalty: 4613.614746
	Iteration 39Q: 3 clusters Score -1259103 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1259108.000000 Penalty: 4613.614746
	Iteration 40F: 3 clusters Score -1259108 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1259115.375000 Penalty: 4613.614746
	Iteration 41Q: 3 clusters Score -1259115 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1259121.500000 Penalty: 4613.614746
	Iteration 42Q: 3 clusters Score -1259122 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1259124.250000 Penalty: 4613.614746
	Iteration 43Q: 3 clusters Score -1259124 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1259133.375000 Penalty: 4613.614746
	Iteration 44Q: 3 clusters Score -1259133 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1259140.125000 Penalty: 4613.614746
	Iteration 45Q: 3 clusters Score -1259140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1259139.125000 Penalty: 4613.614746
	Iteration 46Q: 3 clusters Score -1259139 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1259145.000000 Penalty: 4613.614746
	Iteration 47Q: 3 clusters Score -1259145 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1259151.125000 Penalty: 4613.614746
	Iteration 48Q: 3 clusters Score -1259151 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1259152.875000 Penalty: 4613.614746
	Iteration 49Q: 3 clusters Score -1259153 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1259153.500000 Penalty: 4613.614746
	Iteration 50Q: 3 clusters Score -1259154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1259154.125000 Penalty: 4613.614746
	Iteration 51Q: 3 clusters Score -1259154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1259156.750000 Penalty: 4613.614746
	Iteration 52Q: 3 clusters Score -1259157 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1259156.000000 Penalty: 4613.614746
	Iteration 53Q: 3 clusters Score -1259156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1259155.875000 Penalty: 4613.614746
	Iteration 54Q: 3 clusters Score -1259156 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1259155.875000 Penalty: 4613.614746
	Iteration 55F: 3 clusters Score -1259156 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (38218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38218 members 
Entering Unmasked Estep 
Score: -4436101.500000 Penalty: 2616.663330
	Iteration 0F: 2 clusters Score -4436102 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19156 members 
Mstep: Class 2 contains 19062 members 
Entering Unmasked Estep 
Score: -4410019.500000 Penalty: 5233.326660
	Iteration 0F: 3 clusters Score -4410020 nChanged 17499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18933 members 
Mstep: Class 2 contains 19285 members 
Entering Unmasked Estep 
Score: -4419789.500000 Penalty: 5233.326660
	Iteration 1F: 3 clusters Score -4419790 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18615 members 
Mstep: Class 2 contains 19603 members 
Entering Unmasked Estep 
Score: -4420578.000000 Penalty: 5233.326660
	Iteration 2F: 3 clusters Score -4420578 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18100 members 
Mstep: Class 2 contains 20118 members 
Entering Unmasked Estep 
Score: -4421669.000000 Penalty: 5233.326660
	Iteration 3F: 3 clusters Score -4421669 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17392 members 
Mstep: Class 2 contains 20826 members 
Entering Unmasked Estep 
Score: -4422905.000000 Penalty: 5233.326660
	Iteration 4F: 3 clusters Score -4422905 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16532 members 
Mstep: Class 2 contains 21686 members 
Entering Unmasked Estep 
Score: -4424398.000000 Penalty: 5233.326660
	Iteration 5F: 3 clusters Score -4424398 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15659 members 
Mstep: Class 2 contains 22559 members 
Entering Unmasked Estep 
Score: -4426087.000000 Penalty: 5233.326660
	Iteration 6F: 3 clusters Score -4426087 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14879 members 
Mstep: Class 2 contains 23339 members 
Entering Unmasked Estep 
Score: -4427681.500000 Penalty: 5233.326660
	Iteration 7F: 3 clusters Score -4427682 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14316 members 
Mstep: Class 2 contains 23902 members 
Entering Unmasked Estep 
Score: -4428904.500000 Penalty: 5233.326660
	Iteration 8F: 3 clusters Score -4428904 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14011 members 
Mstep: Class 2 contains 24207 members 
Entering Unmasked Estep 
Score: -4429763.000000 Penalty: 5233.326660
	Iteration 9Q: 3 clusters Score -4429763 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13849 members 
Mstep: Class 2 contains 24369 members 
Entering Unmasked Estep 
Score: -4430445.000000 Penalty: 5233.326660
	Iteration 10Q: 3 clusters Score -4430445 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13783 members 
Mstep: Class 2 contains 24435 members 
Entering Unmasked Estep 
Score: -4430972.500000 Penalty: 5233.326660
	Iteration 11Q: 3 clusters Score -4430972 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13748 members 
Mstep: Class 2 contains 24470 members 
Entering Unmasked Estep 
Score: -4431341.500000 Penalty: 5233.326660
	Iteration 12Q: 3 clusters Score -4431342 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13691 members 
Mstep: Class 2 contains 24527 members 
Entering Unmasked Estep 
Score: -4431576.000000 Penalty: 5233.326660
	Iteration 13Q: 3 clusters Score -4431576 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13624 members 
Mstep: Class 2 contains 24594 members 
Entering Unmasked Estep 
Score: -4431755.000000 Penalty: 5233.326660
	Iteration 14Q: 3 clusters Score -4431755 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13486 members 
Mstep: Class 2 contains 24732 members 
Entering Unmasked Estep 
Score: -4431915.000000 Penalty: 5233.326660
	Iteration 15Q: 3 clusters Score -4431915 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13341 members 
Mstep: Class 2 contains 24877 members 
Entering Unmasked Estep 
Score: -4432057.000000 Penalty: 5233.326660
	Iteration 16Q: 3 clusters Score -4432057 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 25060 members 
Entering Unmasked Estep 
Score: -4432229.000000 Penalty: 5233.326660
	Iteration 17Q: 3 clusters Score -4432229 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 25269 members 
Entering Unmasked Estep 
Score: -4432405.000000 Penalty: 5233.326660
	Iteration 18Q: 3 clusters Score -4432405 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 25502 members 
Entering Unmasked Estep 
Score: -4432582.500000 Penalty: 5233.326660
	Iteration 19Q: 3 clusters Score -4432582 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 25773 members 
Entering Unmasked Estep 
Score: -4432782.500000 Penalty: 5233.326660
	Iteration 20F: 3 clusters Score -4432782 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 25998 members 
Entering Unmasked Estep 
Score: -4432926.000000 Penalty: 5233.326660
	Iteration 21Q: 3 clusters Score -4432926 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12045 members 
Mstep: Class 2 contains 26173 members 
Entering Unmasked Estep 
Score: -4433016.500000 Penalty: 5233.326660
	Iteration 22Q: 3 clusters Score -4433016 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 26314 members 
Entering Unmasked Estep 
Score: -4433073.000000 Penalty: 5233.326660
	Iteration 23Q: 3 clusters Score -4433073 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 26443 members 
Entering Unmasked Estep 
Score: -4433115.500000 Penalty: 5233.326660
	Iteration 24Q: 3 clusters Score -4433116 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 26576 members 
Entering Unmasked Estep 
Score: -4433165.000000 Penalty: 5233.326660
	Iteration 25Q: 3 clusters Score -4433165 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 26703 members 
Entering Unmasked Estep 
Score: -4433208.000000 Penalty: 5233.326660
	Iteration 26Q: 3 clusters Score -4433208 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 26828 members 
Entering Unmasked Estep 
Score: -4433236.000000 Penalty: 5233.326660
	Iteration 27Q: 3 clusters Score -4433236 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 26943 members 
Entering Unmasked Estep 
Score: -4433268.500000 Penalty: 5233.326660
	Iteration 28Q: 3 clusters Score -4433268 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 27053 members 
Entering Unmasked Estep 
Score: -4433291.500000 Penalty: 5233.326660
	Iteration 29Q: 3 clusters Score -4433292 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 27153 members 
Entering Unmasked Estep 
Score: -4433303.500000 Penalty: 5233.326660
	Iteration 30Q: 3 clusters Score -4433304 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 27262 members 
Entering Unmasked Estep 
Score: -4433324.000000 Penalty: 5233.326660
	Iteration 31Q: 3 clusters Score -4433324 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 27377 members 
Entering Unmasked Estep 
Score: -4433350.000000 Penalty: 5233.326660
	Iteration 32Q: 3 clusters Score -4433350 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 27497 members 
Entering Unmasked Estep 
Score: -4433359.000000 Penalty: 5233.326660
	Iteration 33Q: 3 clusters Score -4433359 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 27591 members 
Entering Unmasked Estep 
Score: -4433367.000000 Penalty: 5233.326660
	Iteration 34Q: 3 clusters Score -4433367 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 27691 members 
Entering Unmasked Estep 
Score: -4433376.000000 Penalty: 5233.326660
	Iteration 35Q: 3 clusters Score -4433376 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 27797 members 
Entering Unmasked Estep 
Score: -4433404.000000 Penalty: 5233.326660
	Iteration 36Q: 3 clusters Score -4433404 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 27888 members 
Entering Unmasked Estep 
Score: -4433406.500000 Penalty: 5233.326660
	Iteration 37Q: 3 clusters Score -4433406 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 27974 members 
Entering Unmasked Estep 
Score: -4433409.500000 Penalty: 5233.326660
	Iteration 38Q: 3 clusters Score -4433410 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 28036 members 
Entering Unmasked Estep 
Score: -4433416.500000 Penalty: 5233.326660
	Iteration 39Q: 3 clusters Score -4433416 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 28108 members 
Entering Unmasked Estep 
Score: -4433430.000000 Penalty: 5233.326660
	Iteration 40F: 3 clusters Score -4433430 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 28167 members 
Entering Unmasked Estep 
Score: -4433430.500000 Penalty: 5233.326660
	Iteration 41Q: 3 clusters Score -4433430 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 28229 members 
Entering Unmasked Estep 
Score: -4433444.000000 Penalty: 5233.326660
	Iteration 42Q: 3 clusters Score -4433444 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 28289 members 
Entering Unmasked Estep 
Score: -4433435.500000 Penalty: 5233.326660
	Iteration 43Q: 3 clusters Score -4433436 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 28345 members 
Entering Unmasked Estep 
Score: -4433448.000000 Penalty: 5233.326660
	Iteration 44Q: 3 clusters Score -4433448 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 28397 members 
Entering Unmasked Estep 
Score: -4433452.000000 Penalty: 5233.326660
	Iteration 45Q: 3 clusters Score -4433452 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 28450 members 
Entering Unmasked Estep 
Score: -4433466.500000 Penalty: 5233.326660
	Iteration 46Q: 3 clusters Score -4433466 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 28494 members 
Entering Unmasked Estep 
Score: -4433466.000000 Penalty: 5233.326660
	Iteration 47Q: 3 clusters Score -4433466 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 28535 members 
Entering Unmasked Estep 
Score: -4433470.500000 Penalty: 5233.326660
	Iteration 48Q: 3 clusters Score -4433470 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 28571 members 
Entering Unmasked Estep 
Score: -4433472.500000 Penalty: 5233.326660
	Iteration 49Q: 3 clusters Score -4433472 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 28609 members 
Entering Unmasked Estep 
Score: -4433484.500000 Penalty: 5233.326660
	Iteration 50Q: 3 clusters Score -4433484 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 28645 members 
Entering Unmasked Estep 
Score: -4433480.500000 Penalty: 5233.326660
	Iteration 51Q: 3 clusters Score -4433480 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 28677 members 
Entering Unmasked Estep 
Score: -4433481.000000 Penalty: 5233.326660
	Iteration 52Q: 3 clusters Score -4433481 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 28706 members 
Entering Unmasked Estep 
Score: -4433489.000000 Penalty: 5233.326660
	Iteration 53Q: 3 clusters Score -4433489 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 28738 members 
Entering Unmasked Estep 
Score: -4433492.000000 Penalty: 5233.326660
	Iteration 54Q: 3 clusters Score -4433492 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 28766 members 
Entering Unmasked Estep 
Score: -4433496.000000 Penalty: 5233.326660
	Iteration 55Q: 3 clusters Score -4433496 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 28793 members 
Entering Unmasked Estep 
Score: -4433501.000000 Penalty: 5233.326660
	Iteration 56Q: 3 clusters Score -4433501 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 28815 members 
Entering Unmasked Estep 
Score: -4433503.000000 Penalty: 5233.326660
	Iteration 57Q: 3 clusters Score -4433503 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 28844 members 
Entering Unmasked Estep 
Score: -4433499.500000 Penalty: 5233.326660
	Iteration 58Q: 3 clusters Score -4433500 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 28879 members 
Entering Unmasked Estep 
Score: -4433512.500000 Penalty: 5233.326660
	Iteration 59Q: 3 clusters Score -4433512 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 28903 members 
Entering Unmasked Estep 
Score: -4433508.000000 Penalty: 5233.326660
	Iteration 60F: 3 clusters Score -4433508 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 28928 members 
Entering Unmasked Estep 
Score: -4433510.500000 Penalty: 5233.326660
	Iteration 61Q: 3 clusters Score -4433510 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 28958 members 
Entering Unmasked Estep 
Score: -4433513.500000 Penalty: 5233.326660
	Iteration 62Q: 3 clusters Score -4433514 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 28997 members 
Entering Unmasked Estep 
Score: -4433517.500000 Penalty: 5233.326660
	Iteration 63Q: 3 clusters Score -4433518 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 29030 members 
Entering Unmasked Estep 
Score: -4433521.500000 Penalty: 5233.326660
	Iteration 64Q: 3 clusters Score -4433522 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 29069 members 
Entering Unmasked Estep 
Score: -4433521.000000 Penalty: 5233.326660
	Iteration 65Q: 3 clusters Score -4433521 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 29108 members 
Entering Unmasked Estep 
Score: -4433528.500000 Penalty: 5233.326660
	Iteration 66Q: 3 clusters Score -4433528 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 29141 members 
Entering Unmasked Estep 
Score: -4433550.000000 Penalty: 5233.326660
	Iteration 67Q: 3 clusters Score -4433550 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 29179 members 
Entering Unmasked Estep 
Score: -4433551.000000 Penalty: 5233.326660
	Iteration 68Q: 3 clusters Score -4433551 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 29211 members 
Entering Unmasked Estep 
Score: -4433547.500000 Penalty: 5233.326660
	Iteration 69Q: 3 clusters Score -4433548 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 29246 members 
Entering Unmasked Estep 
Score: -4433564.500000 Penalty: 5233.326660
	Iteration 70Q: 3 clusters Score -4433564 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 29283 members 
Entering Unmasked Estep 
Score: -4433571.000000 Penalty: 5233.326660
	Iteration 71Q: 3 clusters Score -4433571 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 29314 members 
Entering Unmasked Estep 
Score: -4433581.500000 Penalty: 5233.326660
	Iteration 72Q: 3 clusters Score -4433582 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 29337 members 
Entering Unmasked Estep 
Score: -4433573.500000 Penalty: 5233.326660
	Iteration 73Q: 3 clusters Score -4433574 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 29358 members 
Entering Unmasked Estep 
Score: -4433569.500000 Penalty: 5233.326660
	Iteration 74Q: 3 clusters Score -4433570 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 29373 members 
Entering Unmasked Estep 
Score: -4433574.500000 Penalty: 5233.326660
	Iteration 75Q: 3 clusters Score -4433574 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 29387 members 
Entering Unmasked Estep 
Score: -4433578.000000 Penalty: 5233.326660
	Iteration 76Q: 3 clusters Score -4433578 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 29402 members 
Entering Unmasked Estep 
Score: -4433585.000000 Penalty: 5233.326660
	Iteration 77Q: 3 clusters Score -4433585 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 29422 members 
Entering Unmasked Estep 
Score: -4433595.500000 Penalty: 5233.326660
	Iteration 78Q: 3 clusters Score -4433596 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 29437 members 
Entering Unmasked Estep 
Score: -4433597.000000 Penalty: 5233.326660
	Iteration 79Q: 3 clusters Score -4433597 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 29459 members 
Entering Unmasked Estep 
Score: -4433600.000000 Penalty: 5233.326660
	Iteration 80F: 3 clusters Score -4433600 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 29487 members 
Entering Unmasked Estep 
Score: -4433597.500000 Penalty: 5233.326660
	Iteration 81Q: 3 clusters Score -4433598 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 29519 members 
Entering Unmasked Estep 
Score: -4433605.000000 Penalty: 5233.326660
	Iteration 82Q: 3 clusters Score -4433605 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 29545 members 
Entering Unmasked Estep 
Score: -4433606.500000 Penalty: 5233.326660
	Iteration 83Q: 3 clusters Score -4433606 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 29564 members 
Entering Unmasked Estep 
Score: -4433609.500000 Penalty: 5233.326660
	Iteration 84Q: 3 clusters Score -4433610 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 29580 members 
Entering Unmasked Estep 
Score: -4433604.500000 Penalty: 5233.326660
	Iteration 85Q: 3 clusters Score -4433604 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 29598 members 
Entering Unmasked Estep 
Score: -4433600.500000 Penalty: 5233.326660
	Iteration 86Q: 3 clusters Score -4433600 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 29610 members 
Entering Unmasked Estep 
Score: -4433594.000000 Penalty: 5233.326660
	Iteration 87Q: 3 clusters Score -4433594 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 29628 members 
Entering Unmasked Estep 
Score: -4433597.500000 Penalty: 5233.326660
	Iteration 88Q: 3 clusters Score -4433598 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 29646 members 
Entering Unmasked Estep 
Score: -4433596.500000 Penalty: 5233.326660
	Iteration 89Q: 3 clusters Score -4433596 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 29662 members 
Entering Unmasked Estep 
Score: -4433600.500000 Penalty: 5233.326660
	Iteration 90Q: 3 clusters Score -4433600 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 29680 members 
Entering Unmasked Estep 
Score: -4433601.000000 Penalty: 5233.326660
	Iteration 91Q: 3 clusters Score -4433601 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 29697 members 
Entering Unmasked Estep 
Score: -4433606.000000 Penalty: 5233.326660
	Iteration 92Q: 3 clusters Score -4433606 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 29716 members 
Entering Unmasked Estep 
Score: -4433601.000000 Penalty: 5233.326660
	Iteration 93Q: 3 clusters Score -4433601 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 29730 members 
Entering Unmasked Estep 
Score: -4433599.500000 Penalty: 5233.326660
	Iteration 94Q: 3 clusters Score -4433600 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 29748 members 
Entering Unmasked Estep 
Score: -4433599.500000 Penalty: 5233.326660
	Iteration 95Q: 3 clusters Score -4433600 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 29769 members 
Entering Unmasked Estep 
Score: -4433599.000000 Penalty: 5233.326660
	Iteration 96Q: 3 clusters Score -4433599 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 29788 members 
Entering Unmasked Estep 
Score: -4433603.000000 Penalty: 5233.326660
	Iteration 97Q: 3 clusters Score -4433603 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 29807 members 
Entering Unmasked Estep 
Score: -4433617.000000 Penalty: 5233.326660
	Iteration 98Q: 3 clusters Score -4433617 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 29822 members 
Entering Unmasked Estep 
Score: -4433619.500000 Penalty: 5233.326660
	Iteration 99Q: 3 clusters Score -4433620 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 29835 members 
Entering Unmasked Estep 
Score: -4433622.500000 Penalty: 5233.326660
	Iteration 100F: 3 clusters Score -4433622 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 29848 members 
Entering Unmasked Estep 
Score: -4433616.000000 Penalty: 5233.326660
	Iteration 101Q: 3 clusters Score -4433616 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 29865 members 
Entering Unmasked Estep 
Score: -4433615.500000 Penalty: 5233.326660
	Iteration 102Q: 3 clusters Score -4433616 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 29871 members 
Entering Unmasked Estep 
Score: -4433616.000000 Penalty: 5233.326660
	Iteration 103Q: 3 clusters Score -4433616 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 29880 members 
Entering Unmasked Estep 
Score: -4433613.500000 Penalty: 5233.326660
	Iteration 104Q: 3 clusters Score -4433614 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 29892 members 
Entering Unmasked Estep 
Score: -4433615.500000 Penalty: 5233.326660
	Iteration 105Q: 3 clusters Score -4433616 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 29900 members 
Entering Unmasked Estep 
Score: -4433625.500000 Penalty: 5233.326660
	Iteration 106Q: 3 clusters Score -4433626 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 29913 members 
Entering Unmasked Estep 
Score: -4433623.500000 Penalty: 5233.326660
	Iteration 107Q: 3 clusters Score -4433624 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 29930 members 
Entering Unmasked Estep 
Score: -4433633.500000 Penalty: 5233.326660
	Iteration 108Q: 3 clusters Score -4433634 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 29943 members 
Entering Unmasked Estep 
Score: -4433635.500000 Penalty: 5233.326660
	Iteration 109Q: 3 clusters Score -4433636 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 29961 members 
Entering Unmasked Estep 
Score: -4433636.000000 Penalty: 5233.326660
	Iteration 110Q: 3 clusters Score -4433636 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 29981 members 
Entering Unmasked Estep 
Score: -4433635.000000 Penalty: 5233.326660
	Iteration 111Q: 3 clusters Score -4433635 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 30005 members 
Entering Unmasked Estep 
Score: -4433623.500000 Penalty: 5233.326660
	Iteration 112Q: 3 clusters Score -4433624 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 30031 members 
Entering Unmasked Estep 
Score: -4433630.000000 Penalty: 5233.326660
	Iteration 113Q: 3 clusters Score -4433630 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 30060 members 
Entering Unmasked Estep 
Score: -4433630.500000 Penalty: 5233.326660
	Iteration 114Q: 3 clusters Score -4433630 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 30089 members 
Entering Unmasked Estep 
Score: -4433633.500000 Penalty: 5233.326660
	Iteration 115Q: 3 clusters Score -4433634 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 30113 members 
Entering Unmasked Estep 
Score: -4433623.500000 Penalty: 5233.326660
	Iteration 116Q: 3 clusters Score -4433624 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 30132 members 
Entering Unmasked Estep 
Score: -4433634.500000 Penalty: 5233.326660
	Iteration 117Q: 3 clusters Score -4433634 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 30160 members 
Entering Unmasked Estep 
Score: -4433643.000000 Penalty: 5233.326660
	Iteration 118Q: 3 clusters Score -4433643 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 30174 members 
Entering Unmasked Estep 
Score: -4433647.000000 Penalty: 5233.326660
	Iteration 119Q: 3 clusters Score -4433647 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 30189 members 
Entering Unmasked Estep 
Score: -4433643.500000 Penalty: 5233.326660
	Iteration 120F: 3 clusters Score -4433644 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 30204 members 
Entering Unmasked Estep 
Score: -4433648.500000 Penalty: 5233.326660
	Iteration 121Q: 3 clusters Score -4433648 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 30220 members 
Entering Unmasked Estep 
Score: -4433651.000000 Penalty: 5233.326660
	Iteration 122Q: 3 clusters Score -4433651 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 30235 members 
Entering Unmasked Estep 
Score: -4433655.000000 Penalty: 5233.326660
	Iteration 123Q: 3 clusters Score -4433655 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 30260 members 
Entering Unmasked Estep 
Score: -4433653.000000 Penalty: 5233.326660
	Iteration 124Q: 3 clusters Score -4433653 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 30292 members 
Entering Unmasked Estep 
Score: -4433658.500000 Penalty: 5233.326660
	Iteration 125Q: 3 clusters Score -4433658 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 30326 members 
Entering Unmasked Estep 
Score: -4433670.500000 Penalty: 5233.326660
	Iteration 126Q: 3 clusters Score -4433670 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 30369 members 
Entering Unmasked Estep 
Score: -4433673.000000 Penalty: 5233.326660
	Iteration 127Q: 3 clusters Score -4433673 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 30412 members 
Entering Unmasked Estep 
Score: -4433678.000000 Penalty: 5233.326660
	Iteration 128Q: 3 clusters Score -4433678 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 30460 members 
Entering Unmasked Estep 
Score: -4433686.000000 Penalty: 5233.326660
	Iteration 129Q: 3 clusters Score -4433686 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 30500 members 
Entering Unmasked Estep 
Score: -4433690.000000 Penalty: 5233.326660
	Iteration 130Q: 3 clusters Score -4433690 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 30538 members 
Entering Unmasked Estep 
Score: -4433698.000000 Penalty: 5233.326660
	Iteration 131Q: 3 clusters Score -4433698 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 30573 members 
Entering Unmasked Estep 
Score: -4433697.500000 Penalty: 5233.326660
	Iteration 132Q: 3 clusters Score -4433698 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 30609 members 
Entering Unmasked Estep 
Score: -4433701.000000 Penalty: 5233.326660
	Iteration 133Q: 3 clusters Score -4433701 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 30653 members 
Entering Unmasked Estep 
Score: -4433712.500000 Penalty: 5233.326660
	Iteration 134Q: 3 clusters Score -4433712 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 30690 members 
Entering Unmasked Estep 
Score: -4433705.500000 Penalty: 5233.326660
	Iteration 135Q: 3 clusters Score -4433706 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 30723 members 
Entering Unmasked Estep 
Score: -4433708.000000 Penalty: 5233.326660
	Iteration 136Q: 3 clusters Score -4433708 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 30761 members 
Entering Unmasked Estep 
Score: -4433720.500000 Penalty: 5233.326660
	Iteration 137Q: 3 clusters Score -4433720 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 30798 members 
Entering Unmasked Estep 
Score: -4433724.000000 Penalty: 5233.326660
	Iteration 138Q: 3 clusters Score -4433724 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 30833 members 
Entering Unmasked Estep 
Score: -4433733.000000 Penalty: 5233.326660
	Iteration 139Q: 3 clusters Score -4433733 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 30864 members 
Entering Unmasked Estep 
Score: -4433730.500000 Penalty: 5233.326660
	Iteration 140F: 3 clusters Score -4433730 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 30893 members 
Entering Unmasked Estep 
Score: -4433731.000000 Penalty: 5233.326660
	Iteration 141Q: 3 clusters Score -4433731 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 30933 members 
Entering Unmasked Estep 
Score: -4433735.500000 Penalty: 5233.326660
	Iteration 142Q: 3 clusters Score -4433736 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 30974 members 
Entering Unmasked Estep 
Score: -4433740.500000 Penalty: 5233.326660
	Iteration 143Q: 3 clusters Score -4433740 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 31012 members 
Entering Unmasked Estep 
Score: -4433743.000000 Penalty: 5233.326660
	Iteration 144Q: 3 clusters Score -4433743 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 31061 members 
Entering Unmasked Estep 
Score: -4433752.000000 Penalty: 5233.326660
	Iteration 145Q: 3 clusters Score -4433752 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 31114 members 
Entering Unmasked Estep 
Score: -4433751.000000 Penalty: 5233.326660
	Iteration 146Q: 3 clusters Score -4433751 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 31157 members 
Entering Unmasked Estep 
Score: -4433754.000000 Penalty: 5233.326660
	Iteration 147Q: 3 clusters Score -4433754 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 31207 members 
Entering Unmasked Estep 
Score: -4433761.500000 Penalty: 5233.326660
	Iteration 148Q: 3 clusters Score -4433762 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 31250 members 
Entering Unmasked Estep 
Score: -4433771.000000 Penalty: 5233.326660
	Iteration 149Q: 3 clusters Score -4433771 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 31298 members 
Entering Unmasked Estep 
Score: -4433774.500000 Penalty: 5233.326660
	Iteration 150Q: 3 clusters Score -4433774 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 31352 members 
Entering Unmasked Estep 
Score: -4433783.000000 Penalty: 5233.326660
	Iteration 151Q: 3 clusters Score -4433783 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 31413 members 
Entering Unmasked Estep 
Score: -4433788.000000 Penalty: 5233.326660
	Iteration 152Q: 3 clusters Score -4433788 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 31472 members 
Entering Unmasked Estep 
Score: -4433791.500000 Penalty: 5233.326660
	Iteration 153Q: 3 clusters Score -4433792 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 31532 members 
Entering Unmasked Estep 
Score: -4433797.500000 Penalty: 5233.326660
	Iteration 154Q: 3 clusters Score -4433798 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 31586 members 
Entering Unmasked Estep 
Score: -4433802.000000 Penalty: 5233.326660
	Iteration 155Q: 3 clusters Score -4433802 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 31650 members 
Entering Unmasked Estep 
Score: -4433826.500000 Penalty: 5233.326660
	Iteration 156Q: 3 clusters Score -4433826 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 31722 members 
Entering Unmasked Estep 
Score: -4433842.000000 Penalty: 5233.326660
	Iteration 157Q: 3 clusters Score -4433842 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 31799 members 
Entering Unmasked Estep 
Score: -4433864.500000 Penalty: 5233.326660
	Iteration 158Q: 3 clusters Score -4433864 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 31879 members 
Entering Unmasked Estep 
Score: -4433860.500000 Penalty: 5233.326660
	Iteration 159Q: 3 clusters Score -4433860 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 31967 members 
Entering Unmasked Estep 
Score: -4433879.000000 Penalty: 5233.326660
	Iteration 160F: 3 clusters Score -4433879 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 32060 members 
Entering Unmasked Estep 
Score: -4433907.000000 Penalty: 5233.326660
	Iteration 161Q: 3 clusters Score -4433907 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 32158 members 
Entering Unmasked Estep 
Score: -4433909.000000 Penalty: 5233.326660
	Iteration 162Q: 3 clusters Score -4433909 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 32258 members 
Entering Unmasked Estep 
Score: -4433920.500000 Penalty: 5233.326660
	Iteration 163Q: 3 clusters Score -4433920 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 32355 members 
Entering Unmasked Estep 
Score: -4433953.500000 Penalty: 5233.326660
	Iteration 164Q: 3 clusters Score -4433954 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 32467 members 
Entering Unmasked Estep 
Score: -4433972.000000 Penalty: 5233.326660
	Iteration 165Q: 3 clusters Score -4433972 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 32574 members 
Entering Unmasked Estep 
Score: -4433992.000000 Penalty: 5233.326660
	Iteration 166Q: 3 clusters Score -4433992 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 32677 members 
Entering Unmasked Estep 
Score: -4434005.500000 Penalty: 5233.326660
	Iteration 167Q: 3 clusters Score -4434006 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 32769 members 
Entering Unmasked Estep 
Score: -4434025.000000 Penalty: 5233.326660
	Iteration 168Q: 3 clusters Score -4434025 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 32861 members 
Entering Unmasked Estep 
Score: -4434041.000000 Penalty: 5233.326660
	Iteration 169Q: 3 clusters Score -4434041 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 32950 members 
Entering Unmasked Estep 
Score: -4434042.000000 Penalty: 5233.326660
	Iteration 170Q: 3 clusters Score -4434042 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 33038 members 
Entering Unmasked Estep 
Score: -4434059.000000 Penalty: 5233.326660
	Iteration 171Q: 3 clusters Score -4434059 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 33132 members 
Entering Unmasked Estep 
Score: -4434087.500000 Penalty: 5233.326660
	Iteration 172Q: 3 clusters Score -4434088 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 33211 members 
Entering Unmasked Estep 
Score: -4434100.000000 Penalty: 5233.326660
	Iteration 173Q: 3 clusters Score -4434100 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 33284 members 
Entering Unmasked Estep 
Score: -4434116.500000 Penalty: 5233.326660
	Iteration 174Q: 3 clusters Score -4434116 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 33344 members 
Entering Unmasked Estep 
Score: -4434141.000000 Penalty: 5233.326660
	Iteration 175Q: 3 clusters Score -4434141 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 33386 members 
Entering Unmasked Estep 
Score: -4434143.000000 Penalty: 5233.326660
	Iteration 176Q: 3 clusters Score -4434143 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 33436 members 
Entering Unmasked Estep 
Score: -4434150.000000 Penalty: 5233.326660
	Iteration 177Q: 3 clusters Score -4434150 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 33482 members 
Entering Unmasked Estep 
Score: -4434155.500000 Penalty: 5233.326660
	Iteration 178Q: 3 clusters Score -4434156 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 33536 members 
Entering Unmasked Estep 
Score: -4434162.500000 Penalty: 5233.326660
	Iteration 179Q: 3 clusters Score -4434162 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 33574 members 
Entering Unmasked Estep 
Score: -4434160.000000 Penalty: 5233.326660
	Iteration 180F: 3 clusters Score -4434160 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 33615 members 
Entering Unmasked Estep 
Score: -4434168.500000 Penalty: 5233.326660
	Iteration 181Q: 3 clusters Score -4434168 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 33658 members 
Entering Unmasked Estep 
Score: -4434174.000000 Penalty: 5233.326660
	Iteration 182Q: 3 clusters Score -4434174 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 33710 members 
Entering Unmasked Estep 
Score: -4434182.000000 Penalty: 5233.326660
	Iteration 183Q: 3 clusters Score -4434182 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 33767 members 
Entering Unmasked Estep 
Score: -4434200.500000 Penalty: 5233.326660
	Iteration 184Q: 3 clusters Score -4434200 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 33815 members 
Entering Unmasked Estep 
Score: -4434207.500000 Penalty: 5233.326660
	Iteration 185Q: 3 clusters Score -4434208 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 33855 members 
Entering Unmasked Estep 
Score: -4434203.500000 Penalty: 5233.326660
	Iteration 186Q: 3 clusters Score -4434204 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 33894 members 
Entering Unmasked Estep 
Score: -4434208.500000 Penalty: 5233.326660
	Iteration 187Q: 3 clusters Score -4434208 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 33929 members 
Entering Unmasked Estep 
Score: -4434218.500000 Penalty: 5233.326660
	Iteration 188Q: 3 clusters Score -4434218 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 33967 members 
Entering Unmasked Estep 
Score: -4434218.500000 Penalty: 5233.326660
	Iteration 189Q: 3 clusters Score -4434218 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 33996 members 
Entering Unmasked Estep 
Score: -4434227.000000 Penalty: 5233.326660
	Iteration 190Q: 3 clusters Score -4434227 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 34023 members 
Entering Unmasked Estep 
Score: -4434231.000000 Penalty: 5233.326660
	Iteration 191Q: 3 clusters Score -4434231 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 34049 members 
Entering Unmasked Estep 
Score: -4434234.000000 Penalty: 5233.326660
	Iteration 192Q: 3 clusters Score -4434234 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 34074 members 
Entering Unmasked Estep 
Score: -4434239.000000 Penalty: 5233.326660
	Iteration 193Q: 3 clusters Score -4434239 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 34099 members 
Entering Unmasked Estep 
Score: -4434247.000000 Penalty: 5233.326660
	Iteration 194Q: 3 clusters Score -4434247 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 34118 members 
Entering Unmasked Estep 
Score: -4434247.500000 Penalty: 5233.326660
	Iteration 195Q: 3 clusters Score -4434248 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 34143 members 
Entering Unmasked Estep 
Score: -4434254.500000 Penalty: 5233.326660
	Iteration 196Q: 3 clusters Score -4434254 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 34168 members 
Entering Unmasked Estep 
Score: -4434254.000000 Penalty: 5233.326660
	Iteration 197Q: 3 clusters Score -4434254 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 34201 members 
Entering Unmasked Estep 
Score: -4434258.000000 Penalty: 5233.326660
	Iteration 198Q: 3 clusters Score -4434258 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 34236 members 
Entering Unmasked Estep 
Score: -4434263.000000 Penalty: 5233.326660
	Iteration 199Q: 3 clusters Score -4434263 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 34266 members 
Entering Unmasked Estep 
Score: -4434265.500000 Penalty: 5233.326660
	Iteration 200F: 3 clusters Score -4434266 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 34290 members 
Entering Unmasked Estep 
Score: -4434271.500000 Penalty: 5233.326660
	Iteration 201Q: 3 clusters Score -4434272 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 34303 members 
Entering Unmasked Estep 
Score: -4434273.500000 Penalty: 5233.326660
	Iteration 202Q: 3 clusters Score -4434274 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 34313 members 
Entering Unmasked Estep 
Score: -4434275.000000 Penalty: 5233.326660
	Iteration 203Q: 3 clusters Score -4434275 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 34324 members 
Entering Unmasked Estep 
Score: -4434276.000000 Penalty: 5233.326660
	Iteration 204Q: 3 clusters Score -4434276 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 34341 members 
Entering Unmasked Estep 
Score: -4434285.000000 Penalty: 5233.326660
	Iteration 205Q: 3 clusters Score -4434285 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 34355 members 
Entering Unmasked Estep 
Score: -4434281.000000 Penalty: 5233.326660
	Iteration 206Q: 3 clusters Score -4434281 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 34369 members 
Entering Unmasked Estep 
Score: -4434279.500000 Penalty: 5233.326660
	Iteration 207Q: 3 clusters Score -4434280 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 34383 members 
Entering Unmasked Estep 
Score: -4434274.000000 Penalty: 5233.326660
	Iteration 208Q: 3 clusters Score -4434274 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 34406 members 
Entering Unmasked Estep 
Score: -4434286.500000 Penalty: 5233.326660
	Iteration 209Q: 3 clusters Score -4434286 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 34424 members 
Entering Unmasked Estep 
Score: -4434284.500000 Penalty: 5233.326660
	Iteration 210Q: 3 clusters Score -4434284 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 34446 members 
Entering Unmasked Estep 
Score: -4434294.500000 Penalty: 5233.326660
	Iteration 211Q: 3 clusters Score -4434294 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 34461 members 
Entering Unmasked Estep 
Score: -4434290.500000 Penalty: 5233.326660
	Iteration 212Q: 3 clusters Score -4434290 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 34485 members 
Entering Unmasked Estep 
Score: -4434289.500000 Penalty: 5233.326660
	Iteration 213Q: 3 clusters Score -4434290 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 34511 members 
Entering Unmasked Estep 
Score: -4434303.500000 Penalty: 5233.326660
	Iteration 214Q: 3 clusters Score -4434304 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 34531 members 
Entering Unmasked Estep 
Score: -4434307.000000 Penalty: 5233.326660
	Iteration 215Q: 3 clusters Score -4434307 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 34545 members 
Entering Unmasked Estep 
Score: -4434304.000000 Penalty: 5233.326660
	Iteration 216Q: 3 clusters Score -4434304 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 34561 members 
Entering Unmasked Estep 
Score: -4434308.500000 Penalty: 5233.326660
	Iteration 217Q: 3 clusters Score -4434308 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 34574 members 
Entering Unmasked Estep 
Score: -4434307.000000 Penalty: 5233.326660
	Iteration 218Q: 3 clusters Score -4434307 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 34585 members 
Entering Unmasked Estep 
Score: -4434310.000000 Penalty: 5233.326660
	Iteration 219Q: 3 clusters Score -4434310 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 34598 members 
Entering Unmasked Estep 
Score: -4434314.000000 Penalty: 5233.326660
	Iteration 220F: 3 clusters Score -4434314 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 34604 members 
Entering Unmasked Estep 
Score: -4434319.500000 Penalty: 5233.326660
	Iteration 221Q: 3 clusters Score -4434320 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 34611 members 
Entering Unmasked Estep 
Score: -4434314.500000 Penalty: 5233.326660
	Iteration 222Q: 3 clusters Score -4434314 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 34618 members 
Entering Unmasked Estep 
Score: -4434319.500000 Penalty: 5233.326660
	Iteration 223Q: 3 clusters Score -4434320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 34621 members 
Entering Unmasked Estep 
Score: -4434320.500000 Penalty: 5233.326660
	Iteration 224Q: 3 clusters Score -4434320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 34622 members 
Entering Unmasked Estep 
Score: -4434321.500000 Penalty: 5233.326660
	Iteration 225Q: 3 clusters Score -4434322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 34623 members 
Entering Unmasked Estep 
Score: -4434321.000000 Penalty: 5233.326660
	Iteration 226Q: 3 clusters Score -4434321 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 34624 members 
Entering Unmasked Estep 
Score: -4434320.500000 Penalty: 5233.326660
	Iteration 227Q: 3 clusters Score -4434320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
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Entering Unmasked Estep 
Score: -4434319.500000 Penalty: 5233.326660
	Iteration 228Q: 3 clusters Score -4434320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 34623 members 
Entering Unmasked Estep 
Score: -4434319.500000 Penalty: 5233.326660
	Iteration 229F: 3 clusters Score -4434320 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -120920.835938 Penalty: 1746.052979
	Iteration 0F: 2 clusters Score -120920.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -119097.179688 Penalty: 3492.105957
	Iteration 0F: 3 clusters Score -119097.2 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -120023.078125 Penalty: 3492.105957
	Iteration 1F: 3 clusters Score -120023.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -120364.929688 Penalty: 3492.105957
	Iteration 2F: 3 clusters Score -120364.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -120545.562500 Penalty: 3492.105957
	Iteration 3F: 3 clusters Score -120545.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -120626.570312 Penalty: 3492.105957
	Iteration 4Q: 3 clusters Score -120626.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -120690.804688 Penalty: 3492.105957
	Iteration 5Q: 3 clusters Score -120690.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -120743.820312 Penalty: 3492.105957
	Iteration 6Q: 3 clusters Score -120743.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -120758.617188 Penalty: 3492.105957
	Iteration 7Q: 3 clusters Score -120758.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -120759.359375 Penalty: 3492.105957
	Iteration 8Q: 3 clusters Score -120759.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -120764.343750 Penalty: 3492.105957
	Iteration 9Q: 3 clusters Score -120764.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -120768.906250 Penalty: 3492.105957
	Iteration 10Q: 3 clusters Score -120768.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -120772.335938 Penalty: 3492.105957
	Iteration 11Q: 3 clusters Score -120772.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -120774.414062 Penalty: 3492.105957
	Iteration 12Q: 3 clusters Score -120774.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -120775.187500 Penalty: 3492.105957
	Iteration 13Q: 3 clusters Score -120775.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -120776.539062 Penalty: 3492.105957
	Iteration 14Q: 3 clusters Score -120776.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -120776.539062 Penalty: 3492.105957
	Iteration 15F: 3 clusters Score -120776.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (90067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90067 members 
Entering Unmasked Estep 
Score: -10633149.000000 Penalty: 2829.260742
	Iteration 0F: 2 clusters Score -1.063315e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45220 members 
Mstep: Class 2 contains 44847 members 
Entering Unmasked Estep 
Score: -10572549.000000 Penalty: 5658.521484
	Iteration 0F: 3 clusters Score -1.057255e+07 nChanged 42618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47040 members 
Mstep: Class 2 contains 43027 members 
Entering Unmasked Estep 
Score: -10596649.000000 Penalty: 5658.521484
	Iteration 1F: 3 clusters Score -1.059665e+07 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48281 members 
Mstep: Class 2 contains 41786 members 
Entering Unmasked Estep 
Score: -10597217.000000 Penalty: 5658.521484
	Iteration 2Q: 3 clusters Score -1.059722e+07 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50195 members 
Mstep: Class 2 contains 39872 members 
Entering Unmasked Estep 
Score: -10597919.000000 Penalty: 5658.521484
	Iteration 3Q: 3 clusters Score -1.059792e+07 nChanged 3342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53107 members 
Mstep: Class 2 contains 36960 members 
Entering Unmasked Estep 
Score: -10599193.000000 Penalty: 5658.521484
	Iteration 4Q: 3 clusters Score -1.059919e+07 nChanged 4465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57432 members 
Mstep: Class 2 contains 32635 members 
Entering Unmasked Estep 
Score: -10601396.000000 Penalty: 5658.521484
	Iteration 5Q: 3 clusters Score -1.06014e+07 nChanged 6070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63460 members 
Mstep: Class 2 contains 26607 members 
Entering Unmasked Estep 
Score: -10605310.000000 Penalty: 5658.521484
	Iteration 6F: 3 clusters Score -1.060531e+07 nChanged 7690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71134 members 
Mstep: Class 2 contains 18933 members 
Entering Unmasked Estep 
Score: -10611790.000000 Penalty: 5658.521484
	Iteration 7F: 3 clusters Score -1.061179e+07 nChanged 8170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79274 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -10620006.000000 Penalty: 5658.521484
	Iteration 8F: 3 clusters Score -1.062001e+07 nChanged 6020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85228 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -10626404.000000 Penalty: 5658.521484
	Iteration 9F: 3 clusters Score -1.06264e+07 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87991 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -10629462.000000 Penalty: 5658.521484
	Iteration 10Q: 3 clusters Score -1.062946e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88758 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -10630756.000000 Penalty: 5658.521484
	Iteration 11Q: 3 clusters Score -1.063076e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88774 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -10631898.000000 Penalty: 5658.521484
	Iteration 12Q: 3 clusters Score -1.06319e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88507 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -10633171.000000 Penalty: 5658.521484
	Iteration 13Q: 3 clusters Score -1.063317e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88144 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -10634158.000000 Penalty: 5658.521484
	Iteration 14Q: 3 clusters Score -1.063416e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87813 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -10634597.000000 Penalty: 5658.521484
	Iteration 15Q: 3 clusters Score -1.06346e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87615 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -10634803.000000 Penalty: 5658.521484
	Iteration 16Q: 3 clusters Score -1.06348e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87493 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -10634893.000000 Penalty: 5658.521484
	Iteration 17Q: 3 clusters Score -1.063489e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87432 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -10634924.000000 Penalty: 5658.521484
	Iteration 18Q: 3 clusters Score -1.063492e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87400 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -10634926.000000 Penalty: 5658.521484
	Iteration 19Q: 3 clusters Score -1.063493e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87377 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -10635013.000000 Penalty: 5658.521484
	Iteration 20F: 3 clusters Score -1.063501e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87302 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -10635038.000000 Penalty: 5658.521484
	Iteration 21Q: 3 clusters Score -1.063504e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87255 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -10635057.000000 Penalty: 5658.521484
	Iteration 22Q: 3 clusters Score -1.063506e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87219 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -10635064.000000 Penalty: 5658.521484
	Iteration 23Q: 3 clusters Score -1.063506e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87195 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -10635071.000000 Penalty: 5658.521484
	Iteration 24Q: 3 clusters Score -1.063507e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87178 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -10635073.000000 Penalty: 5658.521484
	Iteration 25Q: 3 clusters Score -1.063507e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87169 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -10635074.000000 Penalty: 5658.521484
	Iteration 26Q: 3 clusters Score -1.063507e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87158 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -10635063.000000 Penalty: 5658.521484
	Iteration 27Q: 3 clusters Score -1.063506e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87147 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -10635080.000000 Penalty: 5658.521484
	Iteration 28Q: 3 clusters Score -1.063508e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87141 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -10635082.000000 Penalty: 5658.521484
	Iteration 29Q: 3 clusters Score -1.063508e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87137 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -10635093.000000 Penalty: 5658.521484
	Iteration 30Q: 3 clusters Score -1.063509e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87132 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -10635093.000000 Penalty: 5658.521484
	Iteration 31Q: 3 clusters Score -1.063509e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87126 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -10635099.000000 Penalty: 5658.521484
	Iteration 32Q: 3 clusters Score -1.06351e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87121 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -10635092.000000 Penalty: 5658.521484
	Iteration 33Q: 3 clusters Score -1.063509e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87117 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -10635089.000000 Penalty: 5658.521484
	Iteration 34Q: 3 clusters Score -1.063509e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87112 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -10635104.000000 Penalty: 5658.521484
	Iteration 35Q: 3 clusters Score -1.06351e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87110 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -10635105.000000 Penalty: 5658.521484
	Iteration 36Q: 3 clusters Score -1.06351e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87109 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -10635106.000000 Penalty: 5658.521484
	Iteration 37Q: 3 clusters Score -1.063511e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87108 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -10635107.000000 Penalty: 5658.521484
	Iteration 38Q: 3 clusters Score -1.063511e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87108 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -10635107.000000 Penalty: 5658.521484
	Iteration 39F: 3 clusters Score -1.063511e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 121281 members 
Mstep: Class 2 contains 215892 members 
Mstep: Class 3 contains 1647 members 
Mstep: Class 4 contains 8742 members 
Mstep: Class 5 contains 4259 members 
Mstep: Class 6 contains 1248 members 
Mstep: Class 7 contains 10956 members 
Mstep: Class 8 contains 38218 members 
Mstep: Class 9 contains 1142 members 
Mstep: Class 10 contains 87108 members 
Mstep: Class 11 contains 237598 members 
Mstep: Class 12 contains 74729 members 
Mstep: Class 13 contains 8435 members 
Mstep: Class 14 contains 13894 members 
Mstep: Class 15 contains 2338 members 
Mstep: Class 16 contains 41066 members 
Mstep: Class 17 contains 15587 members 
Mstep: Class 18 contains 9000 members 
Mstep: Class 19 contains 37028 members 
Mstep: Class 20 contains 29341 members 
Mstep: Class 21 contains 4897 members 
Mstep: Class 22 contains 1138 members 
Mstep: Class 23 contains 12241 members 
Mstep: Class 24 contains 237451 members 
Mstep: Class 25 contains 3354 members 
Mstep: Class 26 contains 48422 members 
Mstep: Class 27 contains 5452 members 
Mstep: Class 28 contains 75964 members 
Mstep: Class 29 contains 5554 members 
Mstep: Class 30 contains 3302 members 
Mstep: Class 31 contains 2959 members 
Entering Unmasked Estep 
Score: -155639792.000000 Penalty: 108578.992188
Splitting cluster 10 changes total score from -155638528.000000 to -155639792.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 11 (237598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237598 members 
Entering Unmasked Estep 
Score: -28113420.000000 Penalty: 3069.827148
	Iteration 0F: 2 clusters Score -2.811342e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118964 members 
Mstep: Class 2 contains 118634 members 
Entering Unmasked Estep 
Score: -27955034.000000 Penalty: 6139.654297
	Iteration 0F: 3 clusters Score -2.795503e+07 nChanged 114751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122705 members 
Mstep: Class 2 contains 114893 members 
Entering Unmasked Estep 
Score: -28022916.000000 Penalty: 6139.654297
	Iteration 1F: 3 clusters Score -2.802292e+07 nChanged 7125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125564 members 
Mstep: Class 2 contains 112034 members 
Entering Unmasked Estep 
Score: -28024630.000000 Penalty: 6139.654297
	Iteration 2Q: 3 clusters Score -2.802463e+07 nChanged 8342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130026 members 
Mstep: Class 2 contains 107572 members 
Entering Unmasked Estep 
Score: -28027206.000000 Penalty: 6139.654297
	Iteration 3Q: 3 clusters Score -2.802721e+07 nChanged 10463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136773 members 
Mstep: Class 2 contains 100825 members 
Entering Unmasked Estep 
Score: -28032000.000000 Penalty: 6139.654297
	Iteration 4Q: 3 clusters Score -2.8032e+07 nChanged 13472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146389 members 
Mstep: Class 2 contains 91209 members 
Entering Unmasked Estep 
Score: -28039714.000000 Penalty: 6139.654297
	Iteration 5F: 3 clusters Score -2.803971e+07 nChanged 16379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159264 members 
Mstep: Class 2 contains 78334 members 
Entering Unmasked Estep 
Score: -28050710.000000 Penalty: 6139.654297
	Iteration 6F: 3 clusters Score -2.805071e+07 nChanged 17869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174511 members 
Mstep: Class 2 contains 63087 members 
Entering Unmasked Estep 
Score: -28065014.000000 Penalty: 6139.654297
	Iteration 7F: 3 clusters Score -2.806501e+07 nChanged 16832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189831 members 
Mstep: Class 2 contains 47767 members 
Entering Unmasked Estep 
Score: -28079678.000000 Penalty: 6139.654297
	Iteration 8F: 3 clusters Score -2.807968e+07 nChanged 13314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202319 members 
Mstep: Class 2 contains 35279 members 
Entering Unmasked Estep 
Score: -28091800.000000 Penalty: 6139.654297
	Iteration 9F: 3 clusters Score -2.80918e+07 nChanged 9232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211103 members 
Mstep: Class 2 contains 26495 members 
Entering Unmasked Estep 
Score: -28099978.000000 Penalty: 6139.654297
	Iteration 10Q: 3 clusters Score -2.809998e+07 nChanged 6281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217152 members 
Mstep: Class 2 contains 20446 members 
Entering Unmasked Estep 
Score: -28105148.000000 Penalty: 6139.654297
	Iteration 11Q: 3 clusters Score -2.810515e+07 nChanged 4272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221316 members 
Mstep: Class 2 contains 16282 members 
Entering Unmasked Estep 
Score: -28108770.000000 Penalty: 6139.654297
	Iteration 12Q: 3 clusters Score -2.810877e+07 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224210 members 
Mstep: Class 2 contains 13388 members 
Entering Unmasked Estep 
Score: -28111494.000000 Penalty: 6139.654297
	Iteration 13Q: 3 clusters Score -2.811149e+07 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226167 members 
Mstep: Class 2 contains 11431 members 
Entering Unmasked Estep 
Score: -28113176.000000 Penalty: 6139.654297
	Iteration 14Q: 3 clusters Score -2.811318e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227495 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -28114518.000000 Penalty: 6139.654297
	Iteration 15Q: 3 clusters Score -2.811452e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228363 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -28115268.000000 Penalty: 6139.654297
	Iteration 16Q: 3 clusters Score -2.811527e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228980 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -28115552.000000 Penalty: 6139.654297
	Iteration 17Q: 3 clusters Score -2.811555e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229426 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -28115730.000000 Penalty: 6139.654297
	Iteration 18Q: 3 clusters Score -2.811573e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229730 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -28115806.000000 Penalty: 6139.654297
	Iteration 19Q: 3 clusters Score -2.811581e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229974 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -28115848.000000 Penalty: 6139.654297
	Iteration 20F: 3 clusters Score -2.811585e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230170 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -28115848.000000 Penalty: 6139.654297
	Iteration 21Q: 3 clusters Score -2.811585e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230313 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -28115880.000000 Penalty: 6139.654297
	Iteration 22Q: 3 clusters Score -2.811588e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230431 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -28115864.000000 Penalty: 6139.654297
	Iteration 23Q: 3 clusters Score -2.811586e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230523 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -28115924.000000 Penalty: 6139.654297
	Iteration 24Q: 3 clusters Score -2.811592e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230595 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -28115934.000000 Penalty: 6139.654297
	Iteration 25Q: 3 clusters Score -2.811593e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230662 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -28115934.000000 Penalty: 6139.654297
	Iteration 26Q: 3 clusters Score -2.811593e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230728 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -28116012.000000 Penalty: 6139.654297
	Iteration 27Q: 3 clusters Score -2.811601e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230786 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -28116014.000000 Penalty: 6139.654297
	Iteration 28Q: 3 clusters Score -2.811601e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230839 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -28116018.000000 Penalty: 6139.654297
	Iteration 29Q: 3 clusters Score -2.811602e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230876 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -28116004.000000 Penalty: 6139.654297
	Iteration 30Q: 3 clusters Score -2.8116e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230914 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -28115988.000000 Penalty: 6139.654297
	Iteration 31Q: 3 clusters Score -2.811599e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230942 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -28115970.000000 Penalty: 6139.654297
	Iteration 32Q: 3 clusters Score -2.811597e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230973 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -28115970.000000 Penalty: 6139.654297
	Iteration 33Q: 3 clusters Score -2.811597e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230992 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -28115946.000000 Penalty: 6139.654297
	Iteration 34Q: 3 clusters Score -2.811595e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231012 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -28115986.000000 Penalty: 6139.654297
	Iteration 35Q: 3 clusters Score -2.811599e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231024 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -28115990.000000 Penalty: 6139.654297
	Iteration 36Q: 3 clusters Score -2.811599e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231032 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -28115986.000000 Penalty: 6139.654297
	Iteration 37Q: 3 clusters Score -2.811599e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231041 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -28116002.000000 Penalty: 6139.654297
	Iteration 38Q: 3 clusters Score -2.8116e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231044 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -28116004.000000 Penalty: 6139.654297
	Iteration 39Q: 3 clusters Score -2.8116e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231050 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -28115990.000000 Penalty: 6139.654297
	Iteration 40F: 3 clusters Score -2.811599e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231054 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -28115992.000000 Penalty: 6139.654297
	Iteration 41Q: 3 clusters Score -2.811599e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231054 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -28115986.000000 Penalty: 6139.654297
	Iteration 42Q: 3 clusters Score -2.811599e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231055 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -28115990.000000 Penalty: 6139.654297
	Iteration 43Q: 3 clusters Score -2.811599e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231056 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -28115978.000000 Penalty: 6139.654297
	Iteration 44Q: 3 clusters Score -2.811598e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231057 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -28115958.000000 Penalty: 6139.654297
	Iteration 45Q: 3 clusters Score -2.811596e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231057 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -28115982.000000 Penalty: 6139.654297
	Iteration 46Q: 3 clusters Score -2.811598e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231057 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -28115982.000000 Penalty: 6139.654297
	Iteration 47F: 3 clusters Score -2.811598e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 121281 members 
Mstep: Class 2 contains 215892 members 
Mstep: Class 3 contains 1647 members 
Mstep: Class 4 contains 8742 members 
Mstep: Class 5 contains 4259 members 
Mstep: Class 6 contains 1248 members 
Mstep: Class 7 contains 10956 members 
Mstep: Class 8 contains 38218 members 
Mstep: Class 9 contains 1142 members 
Mstep: Class 10 contains 87108 members 
Mstep: Class 11 contains 231057 members 
Mstep: Class 12 contains 74729 members 
Mstep: Class 13 contains 8435 members 
Mstep: Class 14 contains 13894 members 
Mstep: Class 15 contains 2338 members 
Mstep: Class 16 contains 41066 members 
Mstep: Class 17 contains 15587 members 
Mstep: Class 18 contains 9000 members 
Mstep: Class 19 contains 37028 members 
Mstep: Class 20 contains 29341 members 
Mstep: Class 21 contains 4897 members 
Mstep: Class 22 contains 1138 members 
Mstep: Class 23 contains 12241 members 
Mstep: Class 24 contains 237451 members 
Mstep: Class 25 contains 3354 members 
Mstep: Class 26 contains 48422 members 
Mstep: Class 27 contains 5452 members 
Mstep: Class 28 contains 75964 members 
Mstep: Class 29 contains 5554 members 
Mstep: Class 30 contains 3302 members 
Mstep: Class 31 contains 2959 members 
Mstep: Class 32 contains 6541 members 
Entering Unmasked Estep 
Score: -155641888.000000 Penalty: 112081.539062
Splitting cluster 11 changes total score from -155638528.000000 to -155641888.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 12 (74729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74729 members 
Entering Unmasked Estep 
Score: -8825392.000000 Penalty: 2782.962646
	Iteration 0F: 2 clusters Score -8825392 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37577 members 
Mstep: Class 2 contains 37152 members 
Entering Unmasked Estep 
Score: -8775566.000000 Penalty: 5565.925293
	Iteration 0F: 3 clusters Score -8775566 nChanged 34995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39368 members 
Mstep: Class 2 contains 35361 members 
Entering Unmasked Estep 
Score: -8795066.000000 Penalty: 5565.925293
	Iteration 1F: 3 clusters Score -8795066 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40474 members 
Mstep: Class 2 contains 34255 members 
Entering Unmasked Estep 
Score: -8795700.000000 Penalty: 5565.925293
	Iteration 2Q: 3 clusters Score -8795700 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42083 members 
Mstep: Class 2 contains 32646 members 
Entering Unmasked Estep 
Score: -8796464.000000 Penalty: 5565.925293
	Iteration 3Q: 3 clusters Score -8796464 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44518 members 
Mstep: Class 2 contains 30211 members 
Entering Unmasked Estep 
Score: -8797616.000000 Penalty: 5565.925293
	Iteration 4Q: 3 clusters Score -8797616 nChanged 3781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48021 members 
Mstep: Class 2 contains 26708 members 
Entering Unmasked Estep 
Score: -8799488.000000 Penalty: 5565.925293
	Iteration 5F: 3 clusters Score -8799488 nChanged 5026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52897 members 
Mstep: Class 2 contains 21832 members 
Entering Unmasked Estep 
Score: -8802865.000000 Penalty: 5565.925293
	Iteration 6F: 3 clusters Score -8802865 nChanged 6203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59038 members 
Mstep: Class 2 contains 15691 members 
Entering Unmasked Estep 
Score: -8808076.000000 Penalty: 5565.925293
	Iteration 7F: 3 clusters Score -8808076 nChanged 6205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65195 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -8814077.000000 Penalty: 5565.925293
	Iteration 8F: 3 clusters Score -8814077 nChanged 4719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69894 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -8818717.000000 Penalty: 5565.925293
	Iteration 9F: 3 clusters Score -8818717 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72396 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -8821077.000000 Penalty: 5565.925293
	Iteration 10Q: 3 clusters Score -8821077 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73479 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -8822158.000000 Penalty: 5565.925293
	Iteration 11Q: 3 clusters Score -8822158 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73910 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -8822561.000000 Penalty: 5565.925293
	Iteration 12Q: 3 clusters Score -8822561 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74068 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -8822729.000000 Penalty: 5565.925293
	Iteration 13Q: 3 clusters Score -8822729 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74138 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -8822814.000000 Penalty: 5565.925293
	Iteration 14Q: 3 clusters Score -8822814 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74199 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -8822877.000000 Penalty: 5565.925293
	Iteration 15Q: 3 clusters Score -8822877 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74213 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -8822927.000000 Penalty: 5565.925293
	Iteration 16Q: 3 clusters Score -8822927 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74222 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -8822933.000000 Penalty: 5565.925293
	Iteration 17Q: 3 clusters Score -8822933 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74224 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -8822957.000000 Penalty: 5565.925293
	Iteration 18Q: 3 clusters Score -8822957 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74232 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -8822963.000000 Penalty: 5565.925293
	Iteration 19Q: 3 clusters Score -8822963 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74239 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -8822971.000000 Penalty: 5565.925293
	Iteration 20F: 3 clusters Score -8822971 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74243 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -8822979.000000 Penalty: 5565.925293
	Iteration 21Q: 3 clusters Score -8822979 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74246 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -8822972.000000 Penalty: 5565.925293
	Iteration 22Q: 3 clusters Score -8822972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74247 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -8822977.000000 Penalty: 5565.925293
	Iteration 23Q: 3 clusters Score -8822977 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74248 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -8822976.000000 Penalty: 5565.925293
	Iteration 24Q: 3 clusters Score -8822976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74249 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -8822984.000000 Penalty: 5565.925293
	Iteration 25Q: 3 clusters Score -8822984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74251 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -8822977.000000 Penalty: 5565.925293
	Iteration 26Q: 3 clusters Score -8822977 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74254 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -8822977.000000 Penalty: 5565.925293
	Iteration 27Q: 3 clusters Score -8822977 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74255 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -8822980.000000 Penalty: 5565.925293
	Iteration 28Q: 3 clusters Score -8822980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74256 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -8822985.000000 Penalty: 5565.925293
	Iteration 29Q: 3 clusters Score -8822985 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74258 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -8822984.000000 Penalty: 5565.925293
	Iteration 30Q: 3 clusters Score -8822984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74260 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -8822989.000000 Penalty: 5565.925293
	Iteration 31Q: 3 clusters Score -8822989 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74260 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -8822989.000000 Penalty: 5565.925293
	Iteration 32F: 3 clusters Score -8822989 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (8435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Entering Unmasked Estep 
Score: -945847.000000 Penalty: 2241.956055
	Iteration 0F: 2 clusters Score -945847 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -939160.000000 Penalty: 4483.912109
	Iteration 0F: 3 clusters Score -939160 nChanged 3442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -941034.562500 Penalty: 4483.912109
	Iteration 1F: 3 clusters Score -941034.6 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -941308.375000 Penalty: 4483.912109
	Iteration 2F: 3 clusters Score -941308.4 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -941490.500000 Penalty: 4483.912109
	Iteration 3Q: 3 clusters Score -941490.5 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -941626.937500 Penalty: 4483.912109
	Iteration 4Q: 3 clusters Score -941626.9 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -941732.812500 Penalty: 4483.912109
	Iteration 5Q: 3 clusters Score -941732.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -941819.500000 Penalty: 4483.912109
	Iteration 6Q: 3 clusters Score -941819.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -941898.375000 Penalty: 4483.912109
	Iteration 7Q: 3 clusters Score -941898.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -941976.500000 Penalty: 4483.912109
	Iteration 8Q: 3 clusters Score -941976.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -942035.437500 Penalty: 4483.912109
	Iteration 9Q: 3 clusters Score -942035.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -942092.500000 Penalty: 4483.912109
	Iteration 10Q: 3 clusters Score -942092.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -942146.750000 Penalty: 4483.912109
	Iteration 11Q: 3 clusters Score -942146.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -942203.812500 Penalty: 4483.912109
	Iteration 12Q: 3 clusters Score -942203.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -942271.187500 Penalty: 4483.912109
	Iteration 13Q: 3 clusters Score -942271.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -942333.187500 Penalty: 4483.912109
	Iteration 14Q: 3 clusters Score -942333.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -942407.937500 Penalty: 4483.912109
	Iteration 15Q: 3 clusters Score -942407.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -942508.125000 Penalty: 4483.912109
	Iteration 16Q: 3 clusters Score -942508.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -942633.250000 Penalty: 4483.912109
	Iteration 17Q: 3 clusters Score -942633.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -942766.312500 Penalty: 4483.912109
	Iteration 18Q: 3 clusters Score -942766.3 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -942910.250000 Penalty: 4483.912109
	Iteration 19Q: 3 clusters Score -942910.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -943064.875000 Penalty: 4483.912109
	Iteration 20F: 3 clusters Score -943064.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -943230.625000 Penalty: 4483.912109
	Iteration 21Q: 3 clusters Score -943230.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -943385.812500 Penalty: 4483.912109
	Iteration 22Q: 3 clusters Score -943385.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -943522.937500 Penalty: 4483.912109
	Iteration 23Q: 3 clusters Score -943522.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -943626.250000 Penalty: 4483.912109
	Iteration 24Q: 3 clusters Score -943626.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -943716.000000 Penalty: 4483.912109
	Iteration 25Q: 3 clusters Score -943716 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -943779.375000 Penalty: 4483.912109
	Iteration 26Q: 3 clusters Score -943779.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -943826.937500 Penalty: 4483.912109
	Iteration 27Q: 3 clusters Score -943826.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -943865.812500 Penalty: 4483.912109
	Iteration 28Q: 3 clusters Score -943865.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -943895.875000 Penalty: 4483.912109
	Iteration 29Q: 3 clusters Score -943895.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -943920.312500 Penalty: 4483.912109
	Iteration 30Q: 3 clusters Score -943920.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -943938.312500 Penalty: 4483.912109
	Iteration 31Q: 3 clusters Score -943938.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -943949.812500 Penalty: 4483.912109
	Iteration 32Q: 3 clusters Score -943949.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -943965.250000 Penalty: 4483.912109
	Iteration 33Q: 3 clusters Score -943965.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -943975.750000 Penalty: 4483.912109
	Iteration 34Q: 3 clusters Score -943975.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -943989.812500 Penalty: 4483.912109
	Iteration 35Q: 3 clusters Score -943989.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -944002.437500 Penalty: 4483.912109
	Iteration 36Q: 3 clusters Score -944002.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -944010.437500 Penalty: 4483.912109
	Iteration 37Q: 3 clusters Score -944010.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -944017.000000 Penalty: 4483.912109
	Iteration 38Q: 3 clusters Score -944017 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -944025.875000 Penalty: 4483.912109
	Iteration 39Q: 3 clusters Score -944025.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -944033.250000 Penalty: 4483.912109
	Iteration 40F: 3 clusters Score -944033.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -944046.125000 Penalty: 4483.912109
	Iteration 41Q: 3 clusters Score -944046.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -944051.875000 Penalty: 4483.912109
	Iteration 42Q: 3 clusters Score -944051.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -944057.187500 Penalty: 4483.912109
	Iteration 43Q: 3 clusters Score -944057.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -944060.375000 Penalty: 4483.912109
	Iteration 44Q: 3 clusters Score -944060.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -944060.375000 Penalty: 4483.912109
	Iteration 45F: 3 clusters Score -944060.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (13894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13894 members 
Entering Unmasked Estep 
Score: -1470824.875000 Penalty: 2365.724609
	Iteration 0F: 2 clusters Score -1470825 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -1460683.375000 Penalty: 4731.449219
	Iteration 0F: 3 clusters Score -1460683 nChanged 5960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -1464041.250000 Penalty: 4731.449219
	Iteration 1F: 3 clusters Score -1464041 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -1464558.750000 Penalty: 4731.449219
	Iteration 2F: 3 clusters Score -1464559 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -1465110.500000 Penalty: 4731.449219
	Iteration 3F: 3 clusters Score -1465110 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -1465827.125000 Penalty: 4731.449219
	Iteration 4F: 3 clusters Score -1465827 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -1466736.500000 Penalty: 4731.449219
	Iteration 5F: 3 clusters Score -1466736 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -1467853.125000 Penalty: 4731.449219
	Iteration 6F: 3 clusters Score -1467853 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -1468880.750000 Penalty: 4731.449219
	Iteration 7F: 3 clusters Score -1468881 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -1469579.500000 Penalty: 4731.449219
	Iteration 8F: 3 clusters Score -1469580 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -1470015.625000 Penalty: 4731.449219
	Iteration 9Q: 3 clusters Score -1470016 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -1470338.250000 Penalty: 4731.449219
	Iteration 10Q: 3 clusters Score -1470338 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -1470573.000000 Penalty: 4731.449219
	Iteration 11Q: 3 clusters Score -1470573 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -1470718.625000 Penalty: 4731.449219
	Iteration 12Q: 3 clusters Score -1470719 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -1470819.250000 Penalty: 4731.449219
	Iteration 13Q: 3 clusters Score -1470819 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -1470901.625000 Penalty: 4731.449219
	Iteration 14Q: 3 clusters Score -1470902 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -1470961.375000 Penalty: 4731.449219
	Iteration 15Q: 3 clusters Score -1470961 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -1471009.750000 Penalty: 4731.449219
	Iteration 16Q: 3 clusters Score -1471010 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -1471038.000000 Penalty: 4731.449219
	Iteration 17Q: 3 clusters Score -1471038 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -1471071.000000 Penalty: 4731.449219
	Iteration 18Q: 3 clusters Score -1471071 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -1471093.500000 Penalty: 4731.449219
	Iteration 19Q: 3 clusters Score -1471094 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -1471119.500000 Penalty: 4731.449219
	Iteration 20F: 3 clusters Score -1471120 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -1471135.125000 Penalty: 4731.449219
	Iteration 21Q: 3 clusters Score -1471135 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -1471154.000000 Penalty: 4731.449219
	Iteration 22Q: 3 clusters Score -1471154 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -1471163.875000 Penalty: 4731.449219
	Iteration 23Q: 3 clusters Score -1471164 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -1471177.000000 Penalty: 4731.449219
	Iteration 24Q: 3 clusters Score -1471177 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -1471178.375000 Penalty: 4731.449219
	Iteration 25Q: 3 clusters Score -1471178 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -1471181.875000 Penalty: 4731.449219
	Iteration 26Q: 3 clusters Score -1471182 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -1471185.500000 Penalty: 4731.449219
	Iteration 27Q: 3 clusters Score -1471186 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -1471191.625000 Penalty: 4731.449219
	Iteration 28Q: 3 clusters Score -1471192 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -1471195.625000 Penalty: 4731.449219
	Iteration 29Q: 3 clusters Score -1471196 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -1471191.625000 Penalty: 4731.449219
	Iteration 30Q: 3 clusters Score -1471192 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -1471192.125000 Penalty: 4731.449219
	Iteration 31Q: 3 clusters Score -1471192 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -1471195.000000 Penalty: 4731.449219
	Iteration 32Q: 3 clusters Score -1471195 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -1471195.375000 Penalty: 4731.449219
	Iteration 33Q: 3 clusters Score -1471195 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -1471194.125000 Penalty: 4731.449219
	Iteration 34Q: 3 clusters Score -1471194 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -1471197.375000 Penalty: 4731.449219
	Iteration 35Q: 3 clusters Score -1471197 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -1471195.750000 Penalty: 4731.449219
	Iteration 36Q: 3 clusters Score -1471196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -1471197.375000 Penalty: 4731.449219
	Iteration 37Q: 3 clusters Score -1471197 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -1471198.250000 Penalty: 4731.449219
	Iteration 38Q: 3 clusters Score -1471198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -1471197.000000 Penalty: 4731.449219
	Iteration 39Q: 3 clusters Score -1471197 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -1471195.500000 Penalty: 4731.449219
	Iteration 40F: 3 clusters Score -1471196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -1471196.000000 Penalty: 4731.449219
	Iteration 41Q: 3 clusters Score -1471196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -1471194.375000 Penalty: 4731.449219
	Iteration 42Q: 3 clusters Score -1471194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -1471196.250000 Penalty: 4731.449219
	Iteration 43Q: 3 clusters Score -1471196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -1471199.500000 Penalty: 4731.449219
	Iteration 44Q: 3 clusters Score -1471200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -1471198.000000 Penalty: 4731.449219
	Iteration 45Q: 3 clusters Score -1471198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -1471198.375000 Penalty: 4731.449219
	Iteration 46Q: 3 clusters Score -1471198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -1471199.375000 Penalty: 4731.449219
	Iteration 47Q: 3 clusters Score -1471199 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -1471197.750000 Penalty: 4731.449219
	Iteration 48Q: 3 clusters Score -1471198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -1471198.750000 Penalty: 4731.449219
	Iteration 49Q: 3 clusters Score -1471199 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -1471196.625000 Penalty: 4731.449219
	Iteration 50Q: 3 clusters Score -1471197 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -1471199.125000 Penalty: 4731.449219
	Iteration 51Q: 3 clusters Score -1471199 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -1471197.625000 Penalty: 4731.449219
	Iteration 52Q: 3 clusters Score -1471198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -1471198.250000 Penalty: 4731.449219
	Iteration 53Q: 3 clusters Score -1471198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -1471199.000000 Penalty: 4731.449219
	Iteration 54Q: 3 clusters Score -1471199 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -1471198.875000 Penalty: 4731.449219
	Iteration 55Q: 3 clusters Score -1471199 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -1471199.625000 Penalty: 4731.449219
	Iteration 56Q: 3 clusters Score -1471200 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -1471199.625000 Penalty: 4731.449219
	Iteration 57F: 3 clusters Score -1471200 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 121281 members 
Mstep: Class 2 contains 215892 members 
Mstep: Class 3 contains 1647 members 
Mstep: Class 4 contains 8742 members 
Mstep: Class 5 contains 4259 members 
Mstep: Class 6 contains 1248 members 
Mstep: Class 7 contains 10956 members 
Mstep: Class 8 contains 38218 members 
Mstep: Class 9 contains 1142 members 
Mstep: Class 10 contains 87108 members 
Mstep: Class 11 contains 231057 members 
Mstep: Class 12 contains 74729 members 
Mstep: Class 13 contains 8435 members 
Mstep: Class 14 contains 3770 members 
Mstep: Class 15 contains 2338 members 
Mstep: Class 16 contains 41066 members 
Mstep: Class 17 contains 15587 members 
Mstep: Class 18 contains 9000 members 
Mstep: Class 19 contains 37028 members 
Mstep: Class 20 contains 29341 members 
Mstep: Class 21 contains 4897 members 
Mstep: Class 22 contains 1138 members 
Mstep: Class 23 contains 12241 members 
Mstep: Class 24 contains 237451 members 
Mstep: Class 25 contains 3354 members 
Mstep: Class 26 contains 48422 members 
Mstep: Class 27 contains 5452 members 
Mstep: Class 28 contains 75964 members 
Mstep: Class 29 contains 5554 members 
Mstep: Class 30 contains 3302 members 
Mstep: Class 31 contains 2959 members 
Mstep: Class 32 contains 6541 members 
Mstep: Class 33 contains 10124 members 
Entering Unmasked Estep 
Score: -155641648.000000 Penalty: 115584.085938
Splitting cluster 14 changes total score from -155638528.000000 to -155641648.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 15 (2338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Entering Unmasked Estep 
Score: -230864.109375 Penalty: 1923.748657
	Iteration 0F: 2 clusters Score -230864.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -228050.609375 Penalty: 3847.497314
	Iteration 0F: 3 clusters Score -228050.6 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -228654.671875 Penalty: 3847.497314
	Iteration 1F: 3 clusters Score -228654.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -228939.640625 Penalty: 3847.497314
	Iteration 2F: 3 clusters Score -228939.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -229324.343750 Penalty: 3847.497314
	Iteration 3F: 3 clusters Score -229324.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -229693.015625 Penalty: 3847.497314
	Iteration 4F: 3 clusters Score -229693 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -229942.828125 Penalty: 3847.497314
	Iteration 5F: 3 clusters Score -229942.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -230122.281250 Penalty: 3847.497314
	Iteration 6F: 3 clusters Score -230122.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -230248.828125 Penalty: 3847.497314
	Iteration 7Q: 3 clusters Score -230248.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -230410.968750 Penalty: 3847.497314
	Iteration 8Q: 3 clusters Score -230411 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -230587.984375 Penalty: 3847.497314
	Iteration 9Q: 3 clusters Score -230588 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -230717.656250 Penalty: 3847.497314
	Iteration 10Q: 3 clusters Score -230717.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -230769.406250 Penalty: 3847.497314
	Iteration 11Q: 3 clusters Score -230769.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -230803.281250 Penalty: 3847.497314
	Iteration 12Q: 3 clusters Score -230803.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -230822.562500 Penalty: 3847.497314
	Iteration 13Q: 3 clusters Score -230822.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -230835.734375 Penalty: 3847.497314
	Iteration 14Q: 3 clusters Score -230835.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -230845.437500 Penalty: 3847.497314
	Iteration 15Q: 3 clusters Score -230845.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -230851.234375 Penalty: 3847.497314
	Iteration 16Q: 3 clusters Score -230851.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -230853.140625 Penalty: 3847.497314
	Iteration 17Q: 3 clusters Score -230853.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -230853.578125 Penalty: 3847.497314
	Iteration 18Q: 3 clusters Score -230853.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -230853.640625 Penalty: 3847.497314
	Iteration 19Q: 3 clusters Score -230853.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -230853.640625 Penalty: 3847.497314
	Iteration 20F: 3 clusters Score -230853.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (41066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41066 members 
Entering Unmasked Estep 
Score: -4805804.500000 Penalty: 2634.488281
	Iteration 0F: 2 clusters Score -4805804 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20596 members 
Mstep: Class 2 contains 20470 members 
Entering Unmasked Estep 
Score: -4778182.000000 Penalty: 5268.976562
	Iteration 0F: 3 clusters Score -4778182 nChanged 18775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21249 members 
Mstep: Class 2 contains 19817 members 
Entering Unmasked Estep 
Score: -4788395.500000 Penalty: 5268.976562
	Iteration 1F: 3 clusters Score -4788396 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21753 members 
Mstep: Class 2 contains 19313 members 
Entering Unmasked Estep 
Score: -4789045.500000 Penalty: 5268.976562
	Iteration 2Q: 3 clusters Score -4789046 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22493 members 
Mstep: Class 2 contains 18573 members 
Entering Unmasked Estep 
Score: -4789727.000000 Penalty: 5268.976562
	Iteration 3Q: 3 clusters Score -4789727 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23578 members 
Mstep: Class 2 contains 17488 members 
Entering Unmasked Estep 
Score: -4790530.000000 Penalty: 5268.976562
	Iteration 4Q: 3 clusters Score -4790530 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25139 members 
Mstep: Class 2 contains 15927 members 
Entering Unmasked Estep 
Score: -4791557.000000 Penalty: 5268.976562
	Iteration 5F: 3 clusters Score -4791557 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27095 members 
Mstep: Class 2 contains 13971 members 
Entering Unmasked Estep 
Score: -4792894.000000 Penalty: 5268.976562
	Iteration 6F: 3 clusters Score -4792894 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29388 members 
Mstep: Class 2 contains 11678 members 
Entering Unmasked Estep 
Score: -4794561.500000 Penalty: 5268.976562
	Iteration 7F: 3 clusters Score -4794562 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31793 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -4796431.500000 Penalty: 5268.976562
	Iteration 8F: 3 clusters Score -4796432 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34099 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -4798334.000000 Penalty: 5268.976562
	Iteration 9F: 3 clusters Score -4798334 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36009 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -4799905.000000 Penalty: 5268.976562
	Iteration 10Q: 3 clusters Score -4799905 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37484 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -4801142.500000 Penalty: 5268.976562
	Iteration 11Q: 3 clusters Score -4801142 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38543 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -4802027.500000 Penalty: 5268.976562
	Iteration 12Q: 3 clusters Score -4802028 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39288 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -4802663.000000 Penalty: 5268.976562
	Iteration 13Q: 3 clusters Score -4802663 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39710 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -4802973.000000 Penalty: 5268.976562
	Iteration 14Q: 3 clusters Score -4802973 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39971 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -4803196.500000 Penalty: 5268.976562
	Iteration 15Q: 3 clusters Score -4803196 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40125 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -4803338.000000 Penalty: 5268.976562
	Iteration 16Q: 3 clusters Score -4803338 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40210 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -4803412.000000 Penalty: 5268.976562
	Iteration 17Q: 3 clusters Score -4803412 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40277 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -4803468.500000 Penalty: 5268.976562
	Iteration 18Q: 3 clusters Score -4803468 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40320 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -4803503.000000 Penalty: 5268.976562
	Iteration 19Q: 3 clusters Score -4803503 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40352 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -4803531.000000 Penalty: 5268.976562
	Iteration 20F: 3 clusters Score -4803531 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40378 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -4803556.000000 Penalty: 5268.976562
	Iteration 21Q: 3 clusters Score -4803556 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40390 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -4803568.000000 Penalty: 5268.976562
	Iteration 22Q: 3 clusters Score -4803568 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40402 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -4803568.000000 Penalty: 5268.976562
	Iteration 23Q: 3 clusters Score -4803568 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40413 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -4803569.000000 Penalty: 5268.976562
	Iteration 24Q: 3 clusters Score -4803569 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40424 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -4803583.500000 Penalty: 5268.976562
	Iteration 25Q: 3 clusters Score -4803584 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40432 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -4803589.500000 Penalty: 5268.976562
	Iteration 26Q: 3 clusters Score -4803590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40434 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -4803599.000000 Penalty: 5268.976562
	Iteration 27Q: 3 clusters Score -4803599 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40440 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -4803601.000000 Penalty: 5268.976562
	Iteration 28Q: 3 clusters Score -4803601 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40447 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -4803603.500000 Penalty: 5268.976562
	Iteration 29Q: 3 clusters Score -4803604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40451 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -4803605.000000 Penalty: 5268.976562
	Iteration 30Q: 3 clusters Score -4803605 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40458 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -4803614.000000 Penalty: 5268.976562
	Iteration 31Q: 3 clusters Score -4803614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40461 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -4803612.500000 Penalty: 5268.976562
	Iteration 32Q: 3 clusters Score -4803612 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40467 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -4803610.000000 Penalty: 5268.976562
	Iteration 33Q: 3 clusters Score -4803610 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40474 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -4803616.000000 Penalty: 5268.976562
	Iteration 34Q: 3 clusters Score -4803616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40477 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -4803621.000000 Penalty: 5268.976562
	Iteration 35Q: 3 clusters Score -4803621 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40482 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -4803616.500000 Penalty: 5268.976562
	Iteration 36Q: 3 clusters Score -4803616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40484 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -4803619.000000 Penalty: 5268.976562
	Iteration 37Q: 3 clusters Score -4803619 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40484 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -4803621.000000 Penalty: 5268.976562
	Iteration 38Q: 3 clusters Score -4803621 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40484 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -4803621.000000 Penalty: 5268.976562
	Iteration 39F: 3 clusters Score -4803621 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (15587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15587 members 
Entering Unmasked Estep 
Score: -1810918.000000 Penalty: 2394.239746
	Iteration 0F: 2 clusters Score -1810918 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -1799715.750000 Penalty: 4788.479492
	Iteration 0F: 3 clusters Score -1799716 nChanged 6734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -1803427.375000 Penalty: 4788.479492
	Iteration 1F: 3 clusters Score -1803427 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -1803831.625000 Penalty: 4788.479492
	Iteration 2F: 3 clusters Score -1803832 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -1804206.000000 Penalty: 4788.479492
	Iteration 3F: 3 clusters Score -1804206 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -1804592.750000 Penalty: 4788.479492
	Iteration 4Q: 3 clusters Score -1804593 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -1805024.000000 Penalty: 4788.479492
	Iteration 5Q: 3 clusters Score -1805024 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -1805476.375000 Penalty: 4788.479492
	Iteration 6Q: 3 clusters Score -1805476 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -1805908.250000 Penalty: 4788.479492
	Iteration 7Q: 3 clusters Score -1805908 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -1806320.250000 Penalty: 4788.479492
	Iteration 8Q: 3 clusters Score -1806320 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -1806695.875000 Penalty: 4788.479492
	Iteration 9Q: 3 clusters Score -1806696 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -1807003.000000 Penalty: 4788.479492
	Iteration 10Q: 3 clusters Score -1807003 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -1807297.625000 Penalty: 4788.479492
	Iteration 11Q: 3 clusters Score -1807298 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -1807507.875000 Penalty: 4788.479492
	Iteration 12Q: 3 clusters Score -1807508 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -1807689.875000 Penalty: 4788.479492
	Iteration 13Q: 3 clusters Score -1807690 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -1807878.000000 Penalty: 4788.479492
	Iteration 14Q: 3 clusters Score -1807878 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -1808097.875000 Penalty: 4788.479492
	Iteration 15Q: 3 clusters Score -1808098 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -1808378.750000 Penalty: 4788.479492
	Iteration 16Q: 3 clusters Score -1808379 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -1808632.750000 Penalty: 4788.479492
	Iteration 17Q: 3 clusters Score -1808633 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -1808826.875000 Penalty: 4788.479492
	Iteration 18Q: 3 clusters Score -1808827 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 12116 members 
Entering Unmasked Estep 
Score: -1808972.500000 Penalty: 4788.479492
	Iteration 19Q: 3 clusters Score -1808972 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -1809057.000000 Penalty: 4788.479492
	Iteration 20F: 3 clusters Score -1809057 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
Score: -1809136.500000 Penalty: 4788.479492
	Iteration 21Q: 3 clusters Score -1809136 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 12000 members 
Entering Unmasked Estep 
Score: -1809206.375000 Penalty: 4788.479492
	Iteration 22Q: 3 clusters Score -1809206 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 11940 members 
Entering Unmasked Estep 
Score: -1809257.250000 Penalty: 4788.479492
	Iteration 23Q: 3 clusters Score -1809257 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 11859 members 
Entering Unmasked Estep 
Score: -1809307.125000 Penalty: 4788.479492
	Iteration 24Q: 3 clusters Score -1809307 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -1809359.625000 Penalty: 4788.479492
	Iteration 25Q: 3 clusters Score -1809360 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -1809398.125000 Penalty: 4788.479492
	Iteration 26Q: 3 clusters Score -1809398 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 11677 members 
Entering Unmasked Estep 
Score: -1809447.250000 Penalty: 4788.479492
	Iteration 27Q: 3 clusters Score -1809447 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -1809481.875000 Penalty: 4788.479492
	Iteration 28Q: 3 clusters Score -1809482 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -1809516.375000 Penalty: 4788.479492
	Iteration 29Q: 3 clusters Score -1809516 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -1809554.250000 Penalty: 4788.479492
	Iteration 30Q: 3 clusters Score -1809554 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -1809578.750000 Penalty: 4788.479492
	Iteration 31Q: 3 clusters Score -1809579 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -1809611.250000 Penalty: 4788.479492
	Iteration 32Q: 3 clusters Score -1809611 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -1809647.500000 Penalty: 4788.479492
	Iteration 33Q: 3 clusters Score -1809648 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -1809669.625000 Penalty: 4788.479492
	Iteration 34Q: 3 clusters Score -1809670 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 11113 members 
Entering Unmasked Estep 
Score: -1809687.625000 Penalty: 4788.479492
	Iteration 35Q: 3 clusters Score -1809688 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -1809698.875000 Penalty: 4788.479492
	Iteration 36Q: 3 clusters Score -1809699 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -1809702.000000 Penalty: 4788.479492
	Iteration 37Q: 3 clusters Score -1809702 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -1809714.625000 Penalty: 4788.479492
	Iteration 38Q: 3 clusters Score -1809715 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -1809719.500000 Penalty: 4788.479492
	Iteration 39Q: 3 clusters Score -1809720 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -1809725.500000 Penalty: 4788.479492
	Iteration 40F: 3 clusters Score -1809726 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -1809733.125000 Penalty: 4788.479492
	Iteration 41Q: 3 clusters Score -1809733 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -1809733.625000 Penalty: 4788.479492
	Iteration 42Q: 3 clusters Score -1809734 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -1809738.375000 Penalty: 4788.479492
	Iteration 43Q: 3 clusters Score -1809738 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -1809733.875000 Penalty: 4788.479492
	Iteration 44Q: 3 clusters Score -1809734 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 10876 members 
Entering Unmasked Estep 
Score: -1809740.625000 Penalty: 4788.479492
	Iteration 45Q: 3 clusters Score -1809741 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -1809742.250000 Penalty: 4788.479492
	Iteration 46Q: 3 clusters Score -1809742 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -1809743.250000 Penalty: 4788.479492
	Iteration 47Q: 3 clusters Score -1809743 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -1809741.375000 Penalty: 4788.479492
	Iteration 48Q: 3 clusters Score -1809741 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -1809745.125000 Penalty: 4788.479492
	Iteration 49Q: 3 clusters Score -1809745 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -1809742.375000 Penalty: 4788.479492
	Iteration 50Q: 3 clusters Score -1809742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -1809743.500000 Penalty: 4788.479492
	Iteration 51Q: 3 clusters Score -1809744 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -1809748.750000 Penalty: 4788.479492
	Iteration 52Q: 3 clusters Score -1809749 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -1809747.125000 Penalty: 4788.479492
	Iteration 53Q: 3 clusters Score -1809747 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -1809746.875000 Penalty: 4788.479492
	Iteration 54Q: 3 clusters Score -1809747 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -1809750.375000 Penalty: 4788.479492
	Iteration 55Q: 3 clusters Score -1809750 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -1809750.750000 Penalty: 4788.479492
	Iteration 56Q: 3 clusters Score -1809751 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -1809760.000000 Penalty: 4788.479492
	Iteration 57Q: 3 clusters Score -1809760 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -1809754.500000 Penalty: 4788.479492
	Iteration 58Q: 3 clusters Score -1809754 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -1809756.250000 Penalty: 4788.479492
	Iteration 59Q: 3 clusters Score -1809756 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -1809760.250000 Penalty: 4788.479492
	Iteration 60F: 3 clusters Score -1809760 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -1809761.875000 Penalty: 4788.479492
	Iteration 61Q: 3 clusters Score -1809762 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -1809762.250000 Penalty: 4788.479492
	Iteration 62Q: 3 clusters Score -1809762 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -1809765.000000 Penalty: 4788.479492
	Iteration 63Q: 3 clusters Score -1809765 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -1809768.875000 Penalty: 4788.479492
	Iteration 64Q: 3 clusters Score -1809769 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -1809762.750000 Penalty: 4788.479492
	Iteration 65Q: 3 clusters Score -1809763 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -1809766.875000 Penalty: 4788.479492
	Iteration 66Q: 3 clusters Score -1809767 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -1809770.000000 Penalty: 4788.479492
	Iteration 67Q: 3 clusters Score -1809770 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -1809771.125000 Penalty: 4788.479492
	Iteration 68Q: 3 clusters Score -1809771 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -1809773.250000 Penalty: 4788.479492
	Iteration 69Q: 3 clusters Score -1809773 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -1809770.250000 Penalty: 4788.479492
	Iteration 70Q: 3 clusters Score -1809770 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -1809772.500000 Penalty: 4788.479492
	Iteration 71Q: 3 clusters Score -1809772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -1809774.375000 Penalty: 4788.479492
	Iteration 72Q: 3 clusters Score -1809774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -1809774.375000 Penalty: 4788.479492
	Iteration 73Q: 3 clusters Score -1809774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -1809776.875000 Penalty: 4788.479492
	Iteration 74Q: 3 clusters Score -1809777 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -1809777.000000 Penalty: 4788.479492
	Iteration 75Q: 3 clusters Score -1809777 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -1809777.000000 Penalty: 4788.479492
	Iteration 76Q: 3 clusters Score -1809777 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -1809777.000000 Penalty: 4788.479492
	Iteration 77Q: 3 clusters Score -1809777 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -1809777.000000 Penalty: 4788.479492
	Iteration 78F: 3 clusters Score -1809777 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (9000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Entering Unmasked Estep 
Score: -1008000.250000 Penalty: 2258.034912
	Iteration 0F: 2 clusters Score -1008000 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -1000930.375000 Penalty: 4516.069824
	Iteration 0F: 3 clusters Score -1000930 nChanged 3766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -1003151.750000 Penalty: 4516.069824
	Iteration 1F: 3 clusters Score -1003152 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -1004167.125000 Penalty: 4516.069824
	Iteration 2F: 3 clusters Score -1004167 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -1005283.437500 Penalty: 4516.069824
	Iteration 3F: 3 clusters Score -1005283 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1006235.500000 Penalty: 4516.069824
	Iteration 4F: 3 clusters Score -1006236 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -1006986.875000 Penalty: 4516.069824
	Iteration 5F: 3 clusters Score -1006987 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -1007556.250000 Penalty: 4516.069824
	Iteration 6F: 3 clusters Score -1007556 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -1007934.750000 Penalty: 4516.069824
	Iteration 7Q: 3 clusters Score -1007935 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -1008193.125000 Penalty: 4516.069824
	Iteration 8Q: 3 clusters Score -1008193 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -1008334.875000 Penalty: 4516.069824
	Iteration 9Q: 3 clusters Score -1008335 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -1008412.562500 Penalty: 4516.069824
	Iteration 10Q: 3 clusters Score -1008413 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -1008461.125000 Penalty: 4516.069824
	Iteration 11Q: 3 clusters Score -1008461 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -1008494.437500 Penalty: 4516.069824
	Iteration 12Q: 3 clusters Score -1008494 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -1008505.625000 Penalty: 4516.069824
	Iteration 13Q: 3 clusters Score -1008506 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -1008515.687500 Penalty: 4516.069824
	Iteration 14Q: 3 clusters Score -1008516 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -1008524.062500 Penalty: 4516.069824
	Iteration 15Q: 3 clusters Score -1008524 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -1008527.000000 Penalty: 4516.069824
	Iteration 16Q: 3 clusters Score -1008527 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -1008531.000000 Penalty: 4516.069824
	Iteration 17Q: 3 clusters Score -1008531 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -1008535.000000 Penalty: 4516.069824
	Iteration 18Q: 3 clusters Score -1008535 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -1008533.312500 Penalty: 4516.069824
	Iteration 19Q: 3 clusters Score -1008533 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -1008534.437500 Penalty: 4516.069824
	Iteration 20F: 3 clusters Score -1008534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -1008536.062500 Penalty: 4516.069824
	Iteration 21Q: 3 clusters Score -1008536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -1008536.250000 Penalty: 4516.069824
	Iteration 22Q: 3 clusters Score -1008536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -1008536.437500 Penalty: 4516.069824
	Iteration 23Q: 3 clusters Score -1008536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -1008536.875000 Penalty: 4516.069824
	Iteration 24Q: 3 clusters Score -1008537 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -1008538.312500 Penalty: 4516.069824
	Iteration 25Q: 3 clusters Score -1008538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -1008537.312500 Penalty: 4516.069824
	Iteration 26Q: 3 clusters Score -1008537 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -1008538.125000 Penalty: 4516.069824
	Iteration 27Q: 3 clusters Score -1008538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -1008537.500000 Penalty: 4516.069824
	Iteration 28Q: 3 clusters Score -1008538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -1008538.375000 Penalty: 4516.069824
	Iteration 29Q: 3 clusters Score -1008538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -1008538.750000 Penalty: 4516.069824
	Iteration 30Q: 3 clusters Score -1008539 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -1008538.875000 Penalty: 4516.069824
	Iteration 31Q: 3 clusters Score -1008539 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -1008538.875000 Penalty: 4516.069824
	Iteration 32F: 3 clusters Score -1008539 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 121281 members 
Mstep: Class 2 contains 215892 members 
Mstep: Class 3 contains 1647 members 
Mstep: Class 4 contains 8742 members 
Mstep: Class 5 contains 4259 members 
Mstep: Class 6 contains 1248 members 
Mstep: Class 7 contains 10956 members 
Mstep: Class 8 contains 38218 members 
Mstep: Class 9 contains 1142 members 
Mstep: Class 10 contains 87108 members 
Mstep: Class 11 contains 231057 members 
Mstep: Class 12 contains 74729 members 
Mstep: Class 13 contains 8435 members 
Mstep: Class 14 contains 3770 members 
Mstep: Class 15 contains 2338 members 
Mstep: Class 16 contains 41066 members 
Mstep: Class 17 contains 15587 members 
Mstep: Class 18 contains 1144 members 
Mstep: Class 19 contains 37028 members 
Mstep: Class 20 contains 29341 members 
Mstep: Class 21 contains 4897 members 
Mstep: Class 22 contains 1138 members 
Mstep: Class 23 contains 12241 members 
Mstep: Class 24 contains 237451 members 
Mstep: Class 25 contains 3354 members 
Mstep: Class 26 contains 48422 members 
Mstep: Class 27 contains 5452 members 
Mstep: Class 28 contains 75964 members 
Mstep: Class 29 contains 5554 members 
Mstep: Class 30 contains 3302 members 
Mstep: Class 31 contains 2959 members 
Mstep: Class 32 contains 6541 members 
Mstep: Class 33 contains 10124 members 
Mstep: Class 34 contains 7856 members 
Entering Unmasked Estep 
Score: -155640784.000000 Penalty: 119086.632812
Splitting cluster 18 changes total score from -155638528.000000 to -155640784.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 19 (37028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37028 members 
Entering Unmasked Estep 
Score: -4077541.500000 Penalty: 2608.818359
	Iteration 0F: 2 clusters Score -4077542 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18548 members 
Mstep: Class 2 contains 18480 members 
Entering Unmasked Estep 
Score: -4052256.000000 Penalty: 5217.636719
	Iteration 0F: 3 clusters Score -4052256 nChanged 16901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18633 members 
Mstep: Class 2 contains 18395 members 
Entering Unmasked Estep 
Score: -4061863.000000 Penalty: 5217.636719
	Iteration 1F: 3 clusters Score -4061863 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18695 members 
Mstep: Class 2 contains 18333 members 
Entering Unmasked Estep 
Score: -4062697.500000 Penalty: 5217.636719
	Iteration 2F: 3 clusters Score -4062698 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18746 members 
Mstep: Class 2 contains 18282 members 
Entering Unmasked Estep 
Score: -4063560.250000 Penalty: 5217.636719
	Iteration 3F: 3 clusters Score -4063560 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18867 members 
Mstep: Class 2 contains 18161 members 
Entering Unmasked Estep 
Score: -4064477.000000 Penalty: 5217.636719
	Iteration 4F: 3 clusters Score -4064477 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19015 members 
Mstep: Class 2 contains 18013 members 
Entering Unmasked Estep 
Score: -4065459.000000 Penalty: 5217.636719
	Iteration 5F: 3 clusters Score -4065459 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19260 members 
Mstep: Class 2 contains 17768 members 
Entering Unmasked Estep 
Score: -4066697.500000 Penalty: 5217.636719
	Iteration 6F: 3 clusters Score -4066698 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19450 members 
Mstep: Class 2 contains 17578 members 
Entering Unmasked Estep 
Score: -4067957.750000 Penalty: 5217.636719
	Iteration 7F: 3 clusters Score -4067958 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19607 members 
Mstep: Class 2 contains 17421 members 
Entering Unmasked Estep 
Score: -4069119.750000 Penalty: 5217.636719
	Iteration 8F: 3 clusters Score -4069120 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19735 members 
Mstep: Class 2 contains 17293 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -4069934 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19849 members 
Mstep: Class 2 contains 17179 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -4070384 nChanged 818
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19945 members 
Mstep: Class 2 contains 17083 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -4070570 nChanged 530
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Mstep: Class 1 contains 20005 members 
Mstep: Class 2 contains 17023 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -4070677 nChanged 368
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Mstep: Class 1 contains 20055 members 
Mstep: Class 2 contains 16973 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -4070742 nChanged 309
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20118 members 
Mstep: Class 2 contains 16910 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -4070790 nChanged 237
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Mstep: Class 1 contains 20177 members 
Mstep: Class 2 contains 16851 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -4070816 nChanged 237
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Mstep: Class 1 contains 20236 members 
Mstep: Class 2 contains 16792 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 20283 members 
Mstep: Class 2 contains 16745 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -4070880 nChanged 179
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Mstep: Class 1 contains 20318 members 
Mstep: Class 2 contains 16710 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -4070911 nChanged 165
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Mstep: Class 1 contains 20357 members 
Mstep: Class 2 contains 16671 members 
Entering Unmasked Estep 
Score: -4070932.000000 Penalty: 5217.636719
	Iteration 19Q: 3 clusters Score -4070932 nChanged 137
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Mstep: Class 1 contains 20372 members 
Mstep: Class 2 contains 16656 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -4070943 nChanged 157
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Mstep: Class 1 contains 20399 members 
Mstep: Class 2 contains 16629 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -4070960 nChanged 151
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Mstep: Class 1 contains 20418 members 
Mstep: Class 2 contains 16610 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -4070971 nChanged 139
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Mstep: Class 1 contains 20443 members 
Mstep: Class 2 contains 16585 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -4071003 nChanged 130
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Mstep: Class 1 contains 20447 members 
Mstep: Class 2 contains 16581 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -4071008 nChanged 112
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Mstep: Class 1 contains 20449 members 
Mstep: Class 2 contains 16579 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -4071008 nChanged 97
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Mstep: Class 1 contains 20444 members 
Mstep: Class 2 contains 16584 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -4071011 nChanged 87
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Mstep: Class 1 contains 20451 members 
Mstep: Class 2 contains 16577 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -4071024 nChanged 103
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Mstep: Class 1 contains 20456 members 
Mstep: Class 2 contains 16572 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -4071056 nChanged 135
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Mstep: Class 1 contains 20475 members 
Mstep: Class 2 contains 16553 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -4071058 nChanged 126
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Mstep: Class 1 contains 20469 members 
Mstep: Class 2 contains 16559 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -4071068 nChanged 118
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Mstep: Class 1 contains 20467 members 
Mstep: Class 2 contains 16561 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -4071079 nChanged 96
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Mstep: Class 1 contains 20471 members 
Mstep: Class 2 contains 16557 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -4071088 nChanged 96
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Mstep: Class 1 contains 20477 members 
Mstep: Class 2 contains 16551 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -4071093 nChanged 95
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20492 members 
Mstep: Class 2 contains 16536 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -4071101 nChanged 105
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Mstep: Class 1 contains 20501 members 
Mstep: Class 2 contains 16527 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -4071137 nChanged 102
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Mstep: Class 1 contains 20511 members 
Mstep: Class 2 contains 16517 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -4071138 nChanged 104
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Mstep: Class 1 contains 20533 members 
Mstep: Class 2 contains 16495 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -4071144 nChanged 88
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Mstep: Class 1 contains 20541 members 
Mstep: Class 2 contains 16487 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -4071154 nChanged 89
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Mstep: Class 1 contains 20540 members 
Mstep: Class 2 contains 16488 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -4071156 nChanged 97
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Mstep: Class 1 contains 20527 members 
Mstep: Class 2 contains 16501 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -4071154 nChanged 92
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Mstep: Class 1 contains 20521 members 
Mstep: Class 2 contains 16507 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -4071167 nChanged 82
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Mstep: Class 1 contains 20503 members 
Mstep: Class 2 contains 16525 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -4071176 nChanged 85
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Mstep: Class 1 contains 20490 members 
Mstep: Class 2 contains 16538 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -4071177 nChanged 64
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Mstep: Class 1 contains 20496 members 
Mstep: Class 2 contains 16532 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -4071176 nChanged 81
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Mstep: Class 1 contains 20493 members 
Mstep: Class 2 contains 16535 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -4071184 nChanged 92
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Mstep: Class 1 contains 20475 members 
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Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -4071214 nChanged 97
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Mstep: Class 1 contains 20472 members 
Mstep: Class 2 contains 16556 members 
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	Iteration 47Q: 3 clusters Score -4071218 nChanged 85
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Mstep: Class 1 contains 20473 members 
Mstep: Class 2 contains 16555 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -4071221 nChanged 92
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Mstep: Class 1 contains 20461 members 
Mstep: Class 2 contains 16567 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -4071231 nChanged 83
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Mstep: Class 1 contains 20450 members 
Mstep: Class 2 contains 16578 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -4071236 nChanged 89
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Mstep: Class 1 contains 20433 members 
Mstep: Class 2 contains 16595 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -4071242 nChanged 104
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Mstep: Class 1 contains 20437 members 
Mstep: Class 2 contains 16591 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -4071264 nChanged 98
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Mstep: Class 1 contains 20443 members 
Mstep: Class 2 contains 16585 members 
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	Iteration 53Q: 3 clusters Score -4071261 nChanged 101
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Mstep: Class 1 contains 20440 members 
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Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -4071270 nChanged 102
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Mstep: Class 1 contains 20448 members 
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	Iteration 55Q: 3 clusters Score -4071279 nChanged 101
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Mstep: Class 1 contains 20435 members 
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	Iteration 56Q: 3 clusters Score -4071296 nChanged 113
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Mstep: Class 1 contains 20416 members 
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Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -4071307 nChanged 111
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Mstep: Class 1 contains 20379 members 
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Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -4071306 nChanged 112
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Mstep: Class 1 contains 20365 members 
Mstep: Class 2 contains 16663 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -4071310 nChanged 81
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Mstep: Class 1 contains 20360 members 
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Entering Unmasked Estep 
Score: -4071322.000000 Penalty: 5217.636719
	Iteration 60F: 3 clusters Score -4071322 nChanged 89
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Mstep: Class 1 contains 20375 members 
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Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -4071336 nChanged 87
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Mstep: Class 1 contains 20400 members 
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	Iteration 62Q: 3 clusters Score -4071350 nChanged 93
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Mstep: Class 1 contains 20419 members 
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	Iteration 63Q: 3 clusters Score -4071354 nChanged 70
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Mstep: Class 1 contains 20439 members 
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	Iteration 64Q: 3 clusters Score -4071363 nChanged 59
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	Iteration 65Q: 3 clusters Score -4071364 nChanged 44
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Mstep: Class 1 contains 20462 members 
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	Iteration 66Q: 3 clusters Score -4071368 nChanged 48
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Mstep: Class 1 contains 20478 members 
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	Iteration 67Q: 3 clusters Score -4071372 nChanged 48
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Mstep: Class 1 contains 20500 members 
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	Iteration 68Q: 3 clusters Score -4071374 nChanged 60
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Mstep: Class 1 contains 20530 members 
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	Iteration 69Q: 3 clusters Score -4071369 nChanged 55
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	Iteration 70Q: 3 clusters Score -4071371 nChanged 67
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	Iteration 71Q: 3 clusters Score -4071369 nChanged 65
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Mstep: Class 1 contains 20613 members 
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	Iteration 72Q: 3 clusters Score -4071377 nChanged 52
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	Iteration 73Q: 3 clusters Score -4071384 nChanged 49
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Mstep: Class 1 contains 20626 members 
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	Iteration 74Q: 3 clusters Score -4071394 nChanged 56
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	Iteration 75Q: 3 clusters Score -4071388 nChanged 62
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	Iteration 76Q: 3 clusters Score -4071386 nChanged 55
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	Iteration 77Q: 3 clusters Score -4071387 nChanged 55
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	Iteration 78Q: 3 clusters Score -4071389 nChanged 52
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Mstep: Class 1 contains 20620 members 
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	Iteration 79Q: 3 clusters Score -4071399 nChanged 53
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Mstep: Class 1 contains 20603 members 
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Score: -4071414.750000 Penalty: 5217.636719
	Iteration 80F: 3 clusters Score -4071415 nChanged 48
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Mstep: Class 1 contains 20587 members 
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	Iteration 81Q: 3 clusters Score -4071423 nChanged 51
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	Iteration 82Q: 3 clusters Score -4071426 nChanged 53
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Mstep: Class 1 contains 20577 members 
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	Iteration 83Q: 3 clusters Score -4071418 nChanged 66
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	Iteration 84Q: 3 clusters Score -4071437 nChanged 62
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	Iteration 85Q: 3 clusters Score -4071449 nChanged 60
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	Iteration 86Q: 3 clusters Score -4071453 nChanged 51
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	Iteration 87Q: 3 clusters Score -4071455 nChanged 44
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	Iteration 88Q: 3 clusters Score -4071460 nChanged 50
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	Iteration 89Q: 3 clusters Score -4071460 nChanged 57
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	Iteration 90Q: 3 clusters Score -4071462 nChanged 45
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	Iteration 91Q: 3 clusters Score -4071477 nChanged 32
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	Iteration 92Q: 3 clusters Score -4071482 nChanged 24
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	Iteration 93Q: 3 clusters Score -4071476 nChanged 22
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	Iteration 94Q: 3 clusters Score -4071482 nChanged 23
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Mstep: Class 1 contains 20687 members 
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	Iteration 95Q: 3 clusters Score -4071491 nChanged 18
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	Iteration 96Q: 3 clusters Score -4071484 nChanged 20
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	Iteration 97Q: 3 clusters Score -4071476 nChanged 22
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	Iteration 98Q: 3 clusters Score -4071472 nChanged 13
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	Iteration 99Q: 3 clusters Score -4071478 nChanged 16
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	Iteration 100F: 3 clusters Score -4071466 nChanged 12
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	Iteration 101Q: 3 clusters Score -4071468 nChanged 7
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Mstep: Class 2 contains 16297 members 
Entering Unmasked Estep 
Score: -4071470.500000 Penalty: 5217.636719
	Iteration 102Q: 3 clusters Score -4071470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20729 members 
Mstep: Class 2 contains 16299 members 
Entering Unmasked Estep 
Score: -4071474.000000 Penalty: 5217.636719
	Iteration 103Q: 3 clusters Score -4071474 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20730 members 
Mstep: Class 2 contains 16298 members 
Entering Unmasked Estep 
Score: -4071477.000000 Penalty: 5217.636719
	Iteration 104Q: 3 clusters Score -4071477 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20728 members 
Mstep: Class 2 contains 16300 members 
Entering Unmasked Estep 
Score: -4071480.250000 Penalty: 5217.636719
	Iteration 105Q: 3 clusters Score -4071480 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20725 members 
Mstep: Class 2 contains 16303 members 
Entering Unmasked Estep 
Score: -4071473.500000 Penalty: 5217.636719
	Iteration 106Q: 3 clusters Score -4071474 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20729 members 
Mstep: Class 2 contains 16299 members 
Entering Unmasked Estep 
Score: -4071481.250000 Penalty: 5217.636719
	Iteration 107Q: 3 clusters Score -4071481 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20730 members 
Mstep: Class 2 contains 16298 members 
Entering Unmasked Estep 
Score: -4071479.500000 Penalty: 5217.636719
	Iteration 108Q: 3 clusters Score -4071480 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20737 members 
Mstep: Class 2 contains 16291 members 
Entering Unmasked Estep 
Score: -4071477.750000 Penalty: 5217.636719
	Iteration 109Q: 3 clusters Score -4071478 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20743 members 
Mstep: Class 2 contains 16285 members 
Entering Unmasked Estep 
Score: -4071470.250000 Penalty: 5217.636719
	Iteration 110Q: 3 clusters Score -4071470 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20755 members 
Mstep: Class 2 contains 16273 members 
Entering Unmasked Estep 
Score: -4071458.500000 Penalty: 5217.636719
	Iteration 111Q: 3 clusters Score -4071458 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20758 members 
Mstep: Class 2 contains 16270 members 
Entering Unmasked Estep 
Score: -4071464.250000 Penalty: 5217.636719
	Iteration 112Q: 3 clusters Score -4071464 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20759 members 
Mstep: Class 2 contains 16269 members 
Entering Unmasked Estep 
Score: -4071463.000000 Penalty: 5217.636719
	Iteration 113Q: 3 clusters Score -4071463 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20766 members 
Mstep: Class 2 contains 16262 members 
Entering Unmasked Estep 
Score: -4071473.500000 Penalty: 5217.636719
	Iteration 114Q: 3 clusters Score -4071474 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20778 members 
Mstep: Class 2 contains 16250 members 
Entering Unmasked Estep 
Score: -4071475.000000 Penalty: 5217.636719
	Iteration 115Q: 3 clusters Score -4071475 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20782 members 
Mstep: Class 2 contains 16246 members 
Entering Unmasked Estep 
Score: -4071474.250000 Penalty: 5217.636719
	Iteration 116Q: 3 clusters Score -4071474 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20781 members 
Mstep: Class 2 contains 16247 members 
Entering Unmasked Estep 
Score: -4071465.500000 Penalty: 5217.636719
	Iteration 117Q: 3 clusters Score -4071466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20782 members 
Mstep: Class 2 contains 16246 members 
Entering Unmasked Estep 
Score: -4071460.250000 Penalty: 5217.636719
	Iteration 118Q: 3 clusters Score -4071460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20786 members 
Mstep: Class 2 contains 16242 members 
Entering Unmasked Estep 
Score: -4071463.250000 Penalty: 5217.636719
	Iteration 119Q: 3 clusters Score -4071463 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20789 members 
Mstep: Class 2 contains 16239 members 
Entering Unmasked Estep 
Score: -4071463.500000 Penalty: 5217.636719
	Iteration 120F: 3 clusters Score -4071464 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20791 members 
Mstep: Class 2 contains 16237 members 
Entering Unmasked Estep 
Score: -4071470.750000 Penalty: 5217.636719
	Iteration 121Q: 3 clusters Score -4071471 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20790 members 
Mstep: Class 2 contains 16238 members 
Entering Unmasked Estep 
Score: -4071467.000000 Penalty: 5217.636719
	Iteration 122Q: 3 clusters Score -4071467 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20789 members 
Mstep: Class 2 contains 16239 members 
Entering Unmasked Estep 
Score: -4071467.500000 Penalty: 5217.636719
	Iteration 123Q: 3 clusters Score -4071468 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20789 members 
Mstep: Class 2 contains 16239 members 
Entering Unmasked Estep 
Score: -4071467.500000 Penalty: 5217.636719
	Iteration 124F: 3 clusters Score -4071468 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (29341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29341 members 
Entering Unmasked Estep 
Score: -3372121.500000 Penalty: 2551.111816
	Iteration 0F: 2 clusters Score -3372122 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14683 members 
Mstep: Class 2 contains 14658 members 
Entering Unmasked Estep 
Score: -3351933.000000 Penalty: 5102.223633
	Iteration 0F: 3 clusters Score -3351933 nChanged 13219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14322 members 
Mstep: Class 2 contains 15019 members 
Entering Unmasked Estep 
Score: -3359517.750000 Penalty: 5102.223633
	Iteration 1F: 3 clusters Score -3359518 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13863 members 
Mstep: Class 2 contains 15478 members 
Entering Unmasked Estep 
Score: -3360801.250000 Penalty: 5102.223633
	Iteration 2F: 3 clusters Score -3360801 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13097 members 
Mstep: Class 2 contains 16244 members 
Entering Unmasked Estep 
Score: -3362923.000000 Penalty: 5102.223633
	Iteration 3F: 3 clusters Score -3362923 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Mstep: Class 2 contains 17450 members 
Entering Unmasked Estep 
Score: -3365691.500000 Penalty: 5102.223633
	Iteration 4F: 3 clusters Score -3365692 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 18849 members 
Entering Unmasked Estep 
Score: -3368283.250000 Penalty: 5102.223633
	Iteration 5F: 3 clusters Score -3368283 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 20051 members 
Entering Unmasked Estep 
Score: -3369850.500000 Penalty: 5102.223633
	Iteration 6F: 3 clusters Score -3369850 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 20917 members 
Entering Unmasked Estep 
Score: -3370621.250000 Penalty: 5102.223633
	Iteration 7Q: 3 clusters Score -3370621 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 21621 members 
Entering Unmasked Estep 
Score: -3371064.250000 Penalty: 5102.223633
	Iteration 8Q: 3 clusters Score -3371064 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 22241 members 
Entering Unmasked Estep 
Score: -3371401.500000 Penalty: 5102.223633
	Iteration 9Q: 3 clusters Score -3371402 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 22758 members 
Entering Unmasked Estep 
Score: -3371624.750000 Penalty: 5102.223633
	Iteration 10Q: 3 clusters Score -3371625 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 23197 members 
Entering Unmasked Estep 
Score: -3371767.250000 Penalty: 5102.223633
	Iteration 11Q: 3 clusters Score -3371767 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 23566 members 
Entering Unmasked Estep 
Score: -3371901.000000 Penalty: 5102.223633
	Iteration 12Q: 3 clusters Score -3371901 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 23859 members 
Entering Unmasked Estep 
Score: -3371986.000000 Penalty: 5102.223633
	Iteration 13Q: 3 clusters Score -3371986 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 24101 members 
Entering Unmasked Estep 
Score: -3372051.500000 Penalty: 5102.223633
	Iteration 14Q: 3 clusters Score -3372052 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 24282 members 
Entering Unmasked Estep 
Score: -3372110.750000 Penalty: 5102.223633
	Iteration 15Q: 3 clusters Score -3372111 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 24446 members 
Entering Unmasked Estep 
Score: -3372154.500000 Penalty: 5102.223633
	Iteration 16Q: 3 clusters Score -3372154 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 24611 members 
Entering Unmasked Estep 
Score: -3372207.250000 Penalty: 5102.223633
	Iteration 17Q: 3 clusters Score -3372207 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 24744 members 
Entering Unmasked Estep 
Score: -3372243.750000 Penalty: 5102.223633
	Iteration 18Q: 3 clusters Score -3372244 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 24858 members 
Entering Unmasked Estep 
Score: -3372280.500000 Penalty: 5102.223633
	Iteration 19Q: 3 clusters Score -3372280 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 24956 members 
Entering Unmasked Estep 
Score: -3372324.750000 Penalty: 5102.223633
	Iteration 20F: 3 clusters Score -3372325 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 25038 members 
Entering Unmasked Estep 
Score: -3372352.500000 Penalty: 5102.223633
	Iteration 21Q: 3 clusters Score -3372352 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 25121 members 
Entering Unmasked Estep 
Score: -3372388.500000 Penalty: 5102.223633
	Iteration 22Q: 3 clusters Score -3372388 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 25184 members 
Entering Unmasked Estep 
Score: -3372416.500000 Penalty: 5102.223633
	Iteration 23Q: 3 clusters Score -3372416 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 25239 members 
Entering Unmasked Estep 
Score: -3372444.750000 Penalty: 5102.223633
	Iteration 24Q: 3 clusters Score -3372445 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 25289 members 
Entering Unmasked Estep 
Score: -3372448.500000 Penalty: 5102.223633
	Iteration 25Q: 3 clusters Score -3372448 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 25329 members 
Entering Unmasked Estep 
Score: -3372460.500000 Penalty: 5102.223633
	Iteration 26Q: 3 clusters Score -3372460 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 25369 members 
Entering Unmasked Estep 
Score: -3372474.250000 Penalty: 5102.223633
	Iteration 27Q: 3 clusters Score -3372474 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 25397 members 
Entering Unmasked Estep 
Score: -3372470.750000 Penalty: 5102.223633
	Iteration 28Q: 3 clusters Score -3372471 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 25428 members 
Entering Unmasked Estep 
Score: -3372481.250000 Penalty: 5102.223633
	Iteration 29Q: 3 clusters Score -3372481 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 25455 members 
Entering Unmasked Estep 
Score: -3372491.500000 Penalty: 5102.223633
	Iteration 30Q: 3 clusters Score -3372492 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 25478 members 
Entering Unmasked Estep 
Score: -3372497.000000 Penalty: 5102.223633
	Iteration 31Q: 3 clusters Score -3372497 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 25501 members 
Entering Unmasked Estep 
Score: -3372500.500000 Penalty: 5102.223633
	Iteration 32Q: 3 clusters Score -3372500 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 25516 members 
Entering Unmasked Estep 
Score: -3372500.000000 Penalty: 5102.223633
	Iteration 33Q: 3 clusters Score -3372500 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 25528 members 
Entering Unmasked Estep 
Score: -3372502.750000 Penalty: 5102.223633
	Iteration 34Q: 3 clusters Score -3372503 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 25546 members 
Entering Unmasked Estep 
Score: -3372501.000000 Penalty: 5102.223633
	Iteration 35Q: 3 clusters Score -3372501 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 25557 members 
Entering Unmasked Estep 
Score: -3372505.250000 Penalty: 5102.223633
	Iteration 36Q: 3 clusters Score -3372505 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 25565 members 
Entering Unmasked Estep 
Score: -3372505.250000 Penalty: 5102.223633
	Iteration 37Q: 3 clusters Score -3372505 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 25569 members 
Entering Unmasked Estep 
Score: -3372505.250000 Penalty: 5102.223633
	Iteration 38Q: 3 clusters Score -3372505 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 25577 members 
Entering Unmasked Estep 
Score: -3372507.000000 Penalty: 5102.223633
	Iteration 39Q: 3 clusters Score -3372507 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 25583 members 
Entering Unmasked Estep 
Score: -3372507.000000 Penalty: 5102.223633
	Iteration 40F: 3 clusters Score -3372507 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 25585 members 
Entering Unmasked Estep 
Score: -3372510.500000 Penalty: 5102.223633
	Iteration 41Q: 3 clusters Score -3372510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 25588 members 
Entering Unmasked Estep 
Score: -3372505.750000 Penalty: 5102.223633
	Iteration 42Q: 3 clusters Score -3372506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 25589 members 
Entering Unmasked Estep 
Score: -3372508.500000 Penalty: 5102.223633
	Iteration 43Q: 3 clusters Score -3372508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 25591 members 
Entering Unmasked Estep 
Score: -3372509.750000 Penalty: 5102.223633
	Iteration 44Q: 3 clusters Score -3372510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 25593 members 
Entering Unmasked Estep 
Score: -3372508.500000 Penalty: 5102.223633
	Iteration 45Q: 3 clusters Score -3372508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 25596 members 
Entering Unmasked Estep 
Score: -3372508.750000 Penalty: 5102.223633
	Iteration 46Q: 3 clusters Score -3372509 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 25598 members 
Entering Unmasked Estep 
Score: -3372504.500000 Penalty: 5102.223633
	Iteration 47Q: 3 clusters Score -3372504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 25602 members 
Entering Unmasked Estep 
Score: -3372512.000000 Penalty: 5102.223633
	Iteration 48Q: 3 clusters Score -3372512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 25605 members 
Entering Unmasked Estep 
Score: -3372510.750000 Penalty: 5102.223633
	Iteration 49Q: 3 clusters Score -3372511 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 25605 members 
Entering Unmasked Estep 
Score: -3372510.750000 Penalty: 5102.223633
	Iteration 50F: 3 clusters Score -3372511 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 121281 members 
Mstep: Class 2 contains 215892 members 
Mstep: Class 3 contains 1647 members 
Mstep: Class 4 contains 8742 members 
Mstep: Class 5 contains 4259 members 
Mstep: Class 6 contains 1248 members 
Mstep: Class 7 contains 10956 members 
Mstep: Class 8 contains 38218 members 
Mstep: Class 9 contains 1142 members 
Mstep: Class 10 contains 87108 members 
Mstep: Class 11 contains 231057 members 
Mstep: Class 12 contains 74729 members 
Mstep: Class 13 contains 8435 members 
Mstep: Class 14 contains 3770 members 
Mstep: Class 15 contains 2338 members 
Mstep: Class 16 contains 41066 members 
Mstep: Class 17 contains 15587 members 
Mstep: Class 18 contains 1144 members 
Mstep: Class 19 contains 37028 members 
Mstep: Class 20 contains 3736 members 
Mstep: Class 21 contains 4897 members 
Mstep: Class 22 contains 1138 members 
Mstep: Class 23 contains 12241 members 
Mstep: Class 24 contains 237451 members 
Mstep: Class 25 contains 3354 members 
Mstep: Class 26 contains 48422 members 
Mstep: Class 27 contains 5452 members 
Mstep: Class 28 contains 75964 members 
Mstep: Class 29 contains 5554 members 
Mstep: Class 30 contains 3302 members 
Mstep: Class 31 contains 2959 members 
Mstep: Class 32 contains 6541 members 
Mstep: Class 33 contains 10124 members 
Mstep: Class 34 contains 7856 members 
Mstep: Class 35 contains 25605 members 
Entering Unmasked Estep 
Score: -155640704.000000 Penalty: 122589.179688
Splitting cluster 20 changes total score from -155638528.000000 to -155640704.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 21 (4897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Entering Unmasked Estep 
Score: -569677.812500 Penalty: 2107.101807
	Iteration 0F: 2 clusters Score -569677.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -565280.875000 Penalty: 4214.203613
	Iteration 0F: 3 clusters Score -565280.9 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -566369.937500 Penalty: 4214.203613
	Iteration 1F: 3 clusters Score -566369.9 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -566686.062500 Penalty: 4214.203613
	Iteration 2F: 3 clusters Score -566686.1 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -566944.875000 Penalty: 4214.203613
	Iteration 3F: 3 clusters Score -566944.9 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -567185.375000 Penalty: 4214.203613
	Iteration 4F: 3 clusters Score -567185.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -567367.875000 Penalty: 4214.203613
	Iteration 5F: 3 clusters Score -567367.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -567546.937500 Penalty: 4214.203613
	Iteration 6Q: 3 clusters Score -567546.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -567695.187500 Penalty: 4214.203613
	Iteration 7Q: 3 clusters Score -567695.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -567814.875000 Penalty: 4214.203613
	Iteration 8Q: 3 clusters Score -567814.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -567922.250000 Penalty: 4214.203613
	Iteration 9Q: 3 clusters Score -567922.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -568010.687500 Penalty: 4214.203613
	Iteration 10Q: 3 clusters Score -568010.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -568083.500000 Penalty: 4214.203613
	Iteration 11Q: 3 clusters Score -568083.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -568135.625000 Penalty: 4214.203613
	Iteration 12Q: 3 clusters Score -568135.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -568182.437500 Penalty: 4214.203613
	Iteration 13Q: 3 clusters Score -568182.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -568216.750000 Penalty: 4214.203613
	Iteration 14Q: 3 clusters Score -568216.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -568256.875000 Penalty: 4214.203613
	Iteration 15Q: 3 clusters Score -568256.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -568287.875000 Penalty: 4214.203613
	Iteration 16Q: 3 clusters Score -568287.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -568319.500000 Penalty: 4214.203613
	Iteration 17Q: 3 clusters Score -568319.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -568348.875000 Penalty: 4214.203613
	Iteration 18Q: 3 clusters Score -568348.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -568366.687500 Penalty: 4214.203613
	Iteration 19Q: 3 clusters Score -568366.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -568384.562500 Penalty: 4214.203613
	Iteration 20F: 3 clusters Score -568384.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -568407.000000 Penalty: 4214.203613
	Iteration 21Q: 3 clusters Score -568407 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -568428.437500 Penalty: 4214.203613
	Iteration 22Q: 3 clusters Score -568428.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -568460.000000 Penalty: 4214.203613
	Iteration 23Q: 3 clusters Score -568460 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -568485.375000 Penalty: 4214.203613
	Iteration 24Q: 3 clusters Score -568485.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -568504.562500 Penalty: 4214.203613
	Iteration 25Q: 3 clusters Score -568504.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -568525.000000 Penalty: 4214.203613
	Iteration 26Q: 3 clusters Score -568525 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -568538.875000 Penalty: 4214.203613
	Iteration 27Q: 3 clusters Score -568538.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -568548.562500 Penalty: 4214.203613
	Iteration 28Q: 3 clusters Score -568548.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -568557.812500 Penalty: 4214.203613
	Iteration 29Q: 3 clusters Score -568557.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -568565.562500 Penalty: 4214.203613
	Iteration 30Q: 3 clusters Score -568565.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -568571.000000 Penalty: 4214.203613
	Iteration 31Q: 3 clusters Score -568571 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -568575.375000 Penalty: 4214.203613
	Iteration 32Q: 3 clusters Score -568575.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -568581.062500 Penalty: 4214.203613
	Iteration 33Q: 3 clusters Score -568581.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -568588.437500 Penalty: 4214.203613
	Iteration 34Q: 3 clusters Score -568588.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -568597.187500 Penalty: 4214.203613
	Iteration 35Q: 3 clusters Score -568597.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -568602.812500 Penalty: 4214.203613
	Iteration 36Q: 3 clusters Score -568602.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -568608.687500 Penalty: 4214.203613
	Iteration 37Q: 3 clusters Score -568608.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -568611.500000 Penalty: 4214.203613
	Iteration 38Q: 3 clusters Score -568611.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -568613.250000 Penalty: 4214.203613
	Iteration 39Q: 3 clusters Score -568613.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -568614.562500 Penalty: 4214.203613
	Iteration 40F: 3 clusters Score -568614.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -568617.125000 Penalty: 4214.203613
	Iteration 41Q: 3 clusters Score -568617.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -568617.125000 Penalty: 4214.203613
	Iteration 42F: 3 clusters Score -568617.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Entering Unmasked Estep 
Score: -120733.226562 Penalty: 1745.182861
	Iteration 0F: 2 clusters Score -120733.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -118698.046875 Penalty: 3490.365723
	Iteration 0F: 3 clusters Score -118698 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -119097.875000 Penalty: 3490.365723
	Iteration 1F: 3 clusters Score -119097.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -119303.976562 Penalty: 3490.365723
	Iteration 2F: 3 clusters Score -119304 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -119576.265625 Penalty: 3490.365723
	Iteration 3F: 3 clusters Score -119576.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -119848.523438 Penalty: 3490.365723
	Iteration 4F: 3 clusters Score -119848.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -120030.539062 Penalty: 3490.365723
	Iteration 5F: 3 clusters Score -120030.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -120127.187500 Penalty: 3490.365723
	Iteration 6Q: 3 clusters Score -120127.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -120190.585938 Penalty: 3490.365723
	Iteration 7Q: 3 clusters Score -120190.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -120237.695312 Penalty: 3490.365723
	Iteration 8Q: 3 clusters Score -120237.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -120265.109375 Penalty: 3490.365723
	Iteration 9Q: 3 clusters Score -120265.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -120288.765625 Penalty: 3490.365723
	Iteration 10Q: 3 clusters Score -120288.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -120306.156250 Penalty: 3490.365723
	Iteration 11Q: 3 clusters Score -120306.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -120309.171875 Penalty: 3490.365723
	Iteration 12Q: 3 clusters Score -120309.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -120310.468750 Penalty: 3490.365723
	Iteration 13Q: 3 clusters Score -120310.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -120310.468750 Penalty: 3490.365723
	Iteration 14F: 3 clusters Score -120310.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (12241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12241 members 
Entering Unmasked Estep 
Score: -1457709.375000 Penalty: 2334.311523
	Iteration 0F: 2 clusters Score -1457709 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -1448584.000000 Penalty: 4668.623047
	Iteration 0F: 3 clusters Score -1448584 nChanged 5185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -1451285.375000 Penalty: 4668.623047
	Iteration 1F: 3 clusters Score -1451285 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -1451581.625000 Penalty: 4668.623047
	Iteration 2F: 3 clusters Score -1451582 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -1451797.500000 Penalty: 4668.623047
	Iteration 3Q: 3 clusters Score -1451798 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -1451952.125000 Penalty: 4668.623047
	Iteration 4Q: 3 clusters Score -1451952 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -1452082.875000 Penalty: 4668.623047
	Iteration 5Q: 3 clusters Score -1452083 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -1452234.625000 Penalty: 4668.623047
	Iteration 6Q: 3 clusters Score -1452235 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -1452416.375000 Penalty: 4668.623047
	Iteration 7Q: 3 clusters Score -1452416 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -1452632.125000 Penalty: 4668.623047
	Iteration 8Q: 3 clusters Score -1452632 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -1452855.875000 Penalty: 4668.623047
	Iteration 9Q: 3 clusters Score -1452856 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -1453074.000000 Penalty: 4668.623047
	Iteration 10Q: 3 clusters Score -1453074 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -1453312.125000 Penalty: 4668.623047
	Iteration 11Q: 3 clusters Score -1453312 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -1453577.875000 Penalty: 4668.623047
	Iteration 12Q: 3 clusters Score -1453578 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -1453837.500000 Penalty: 4668.623047
	Iteration 13Q: 3 clusters Score -1453838 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -1454077.000000 Penalty: 4668.623047
	Iteration 14Q: 3 clusters Score -1454077 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -1454311.750000 Penalty: 4668.623047
	Iteration 15Q: 3 clusters Score -1454312 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -1454540.875000 Penalty: 4668.623047
	Iteration 16Q: 3 clusters Score -1454541 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -1454703.750000 Penalty: 4668.623047
	Iteration 17Q: 3 clusters Score -1454704 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -1454846.750000 Penalty: 4668.623047
	Iteration 18Q: 3 clusters Score -1454847 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -1454987.000000 Penalty: 4668.623047
	Iteration 19Q: 3 clusters Score -1454987 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -1455160.625000 Penalty: 4668.623047
	Iteration 20F: 3 clusters Score -1455161 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -1455348.375000 Penalty: 4668.623047
	Iteration 21Q: 3 clusters Score -1455348 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -1455534.125000 Penalty: 4668.623047
	Iteration 22Q: 3 clusters Score -1455534 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -1455699.625000 Penalty: 4668.623047
	Iteration 23Q: 3 clusters Score -1455700 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 11209 members 
Entering Unmasked Estep 
Score: -1455820.875000 Penalty: 4668.623047
	Iteration 24Q: 3 clusters Score -1455821 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -1455906.000000 Penalty: 4668.623047
	Iteration 25Q: 3 clusters Score -1455906 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -1455961.375000 Penalty: 4668.623047
	Iteration 26Q: 3 clusters Score -1455961 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -1456025.375000 Penalty: 4668.623047
	Iteration 27Q: 3 clusters Score -1456025 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -1456074.250000 Penalty: 4668.623047
	Iteration 28Q: 3 clusters Score -1456074 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 11604 members 
Entering Unmasked Estep 
Score: -1456103.375000 Penalty: 4668.623047
	Iteration 29Q: 3 clusters Score -1456103 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -1456122.750000 Penalty: 4668.623047
	Iteration 30Q: 3 clusters Score -1456123 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -1456134.875000 Penalty: 4668.623047
	Iteration 31Q: 3 clusters Score -1456135 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -1456152.000000 Penalty: 4668.623047
	Iteration 32Q: 3 clusters Score -1456152 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -1456157.375000 Penalty: 4668.623047
	Iteration 33Q: 3 clusters Score -1456157 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -1456165.625000 Penalty: 4668.623047
	Iteration 34Q: 3 clusters Score -1456166 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -1456169.625000 Penalty: 4668.623047
	Iteration 35Q: 3 clusters Score -1456170 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 11686 members 
Entering Unmasked Estep 
Score: -1456171.875000 Penalty: 4668.623047
	Iteration 36Q: 3 clusters Score -1456172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 11685 members 
Entering Unmasked Estep 
Score: -1456172.875000 Penalty: 4668.623047
	Iteration 37Q: 3 clusters Score -1456173 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 11686 members 
Entering Unmasked Estep 
Score: -1456173.125000 Penalty: 4668.623047
	Iteration 38Q: 3 clusters Score -1456173 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 11686 members 
Entering Unmasked Estep 
Score: -1456173.125000 Penalty: 4668.623047
	Iteration 39F: 3 clusters Score -1456173 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (237451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237451 members 
Entering Unmasked Estep 
Score: -28046112.000000 Penalty: 3069.673828
	Iteration 0F: 2 clusters Score -2.804611e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118555 members 
Mstep: Class 2 contains 118896 members 
Entering Unmasked Estep 
Score: -27895390.000000 Penalty: 6139.347656
	Iteration 0F: 3 clusters Score -2.789539e+07 nChanged 114291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116044 members 
Mstep: Class 2 contains 121407 members 
Entering Unmasked Estep 
Score: -27962872.000000 Penalty: 6139.347656
	Iteration 1F: 3 clusters Score -2.796287e+07 nChanged 6284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114174 members 
Mstep: Class 2 contains 123277 members 
Entering Unmasked Estep 
Score: -27964086.000000 Penalty: 6139.347656
	Iteration 2Q: 3 clusters Score -2.796409e+07 nChanged 6673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111255 members 
Mstep: Class 2 contains 126196 members 
Entering Unmasked Estep 
Score: -27965808.000000 Penalty: 6139.347656
	Iteration 3Q: 3 clusters Score -2.796581e+07 nChanged 7863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106586 members 
Mstep: Class 2 contains 130865 members 
Entering Unmasked Estep 
Score: -27968078.000000 Penalty: 6139.347656
	Iteration 4Q: 3 clusters Score -2.796808e+07 nChanged 9877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99225 members 
Mstep: Class 2 contains 138226 members 
Entering Unmasked Estep 
Score: -27972188.000000 Penalty: 6139.347656
	Iteration 5Q: 3 clusters Score -2.797219e+07 nChanged 13254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87905 members 
Mstep: Class 2 contains 149546 members 
Entering Unmasked Estep 
Score: -27979184.000000 Penalty: 6139.347656
	Iteration 6F: 3 clusters Score -2.797918e+07 nChanged 17218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72099 members 
Mstep: Class 2 contains 165352 members 
Entering Unmasked Estep 
Score: -27990600.000000 Penalty: 6139.347656
	Iteration 7F: 3 clusters Score -2.79906e+07 nChanged 19981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52980 members 
Mstep: Class 2 contains 184471 members 
Entering Unmasked Estep 
Score: -28005706.000000 Penalty: 6139.347656
	Iteration 8F: 3 clusters Score -2.800571e+07 nChanged 18618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34784 members 
Mstep: Class 2 contains 202667 members 
Entering Unmasked Estep 
Score: -28020338.000000 Penalty: 6139.347656
	Iteration 9F: 3 clusters Score -2.802034e+07 nChanged 13486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21434 members 
Mstep: Class 2 contains 216017 members 
Entering Unmasked Estep 
Score: -28031176.000000 Penalty: 6139.347656
	Iteration 10F: 3 clusters Score -2.803118e+07 nChanged 8035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13487 members 
Mstep: Class 2 contains 223964 members 
Entering Unmasked Estep 
Score: -28037694.000000 Penalty: 6139.347656
	Iteration 11Q: 3 clusters Score -2.803769e+07 nChanged 4224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 228086 members 
Entering Unmasked Estep 
Score: -28040912.000000 Penalty: 6139.347656
	Iteration 12Q: 3 clusters Score -2.804091e+07 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 230129 members 
Entering Unmasked Estep 
Score: -28042556.000000 Penalty: 6139.347656
	Iteration 13Q: 3 clusters Score -2.804256e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 231192 members 
Entering Unmasked Estep 
Score: -28043392.000000 Penalty: 6139.347656
	Iteration 14Q: 3 clusters Score -2.804339e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 231944 members 
Entering Unmasked Estep 
Score: -28043946.000000 Penalty: 6139.347656
	Iteration 15Q: 3 clusters Score -2.804395e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 232516 members 
Entering Unmasked Estep 
Score: -28044206.000000 Penalty: 6139.347656
	Iteration 16Q: 3 clusters Score -2.804421e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 232921 members 
Entering Unmasked Estep 
Score: -28044324.000000 Penalty: 6139.347656
	Iteration 17Q: 3 clusters Score -2.804432e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 233221 members 
Entering Unmasked Estep 
Score: -28044466.000000 Penalty: 6139.347656
	Iteration 18Q: 3 clusters Score -2.804447e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 233444 members 
Entering Unmasked Estep 
Score: -28044632.000000 Penalty: 6139.347656
	Iteration 19Q: 3 clusters Score -2.804463e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 233590 members 
Entering Unmasked Estep 
Score: -28044628.000000 Penalty: 6139.347656
	Iteration 20F: 3 clusters Score -2.804463e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 233703 members 
Entering Unmasked Estep 
Score: -28044682.000000 Penalty: 6139.347656
	Iteration 21Q: 3 clusters Score -2.804468e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 233806 members 
Entering Unmasked Estep 
Score: -28044776.000000 Penalty: 6139.347656
	Iteration 22Q: 3 clusters Score -2.804478e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 233883 members 
Entering Unmasked Estep 
Score: -28044796.000000 Penalty: 6139.347656
	Iteration 23Q: 3 clusters Score -2.80448e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 233949 members 
Entering Unmasked Estep 
Score: -28044802.000000 Penalty: 6139.347656
	Iteration 24Q: 3 clusters Score -2.80448e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 233991 members 
Entering Unmasked Estep 
Score: -28044806.000000 Penalty: 6139.347656
	Iteration 25Q: 3 clusters Score -2.804481e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 234037 members 
Entering Unmasked Estep 
Score: -28044820.000000 Penalty: 6139.347656
	Iteration 26Q: 3 clusters Score -2.804482e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 234091 members 
Entering Unmasked Estep 
Score: -28044812.000000 Penalty: 6139.347656
	Iteration 27Q: 3 clusters Score -2.804481e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 234129 members 
Entering Unmasked Estep 
Score: -28044772.000000 Penalty: 6139.347656
	Iteration 28Q: 3 clusters Score -2.804477e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 234173 members 
Entering Unmasked Estep 
Score: -28044770.000000 Penalty: 6139.347656
	Iteration 29Q: 3 clusters Score -2.804477e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 234223 members 
Entering Unmasked Estep 
Score: -28044830.000000 Penalty: 6139.347656
	Iteration 30Q: 3 clusters Score -2.804483e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 234270 members 
Entering Unmasked Estep 
Score: -28044872.000000 Penalty: 6139.347656
	Iteration 31Q: 3 clusters Score -2.804487e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 234312 members 
Entering Unmasked Estep 
Score: -28044840.000000 Penalty: 6139.347656
	Iteration 32Q: 3 clusters Score -2.804484e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 234337 members 
Entering Unmasked Estep 
Score: -28044786.000000 Penalty: 6139.347656
	Iteration 33Q: 3 clusters Score -2.804479e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 234355 members 
Entering Unmasked Estep 
Score: -28044786.000000 Penalty: 6139.347656
	Iteration 34Q: 3 clusters Score -2.804479e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 234379 members 
Entering Unmasked Estep 
Score: -28044796.000000 Penalty: 6139.347656
	Iteration 35Q: 3 clusters Score -2.80448e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 234403 members 
Entering Unmasked Estep 
Score: -28044812.000000 Penalty: 6139.347656
	Iteration 36Q: 3 clusters Score -2.804481e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 234425 members 
Entering Unmasked Estep 
Score: -28044804.000000 Penalty: 6139.347656
	Iteration 37Q: 3 clusters Score -2.80448e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 234446 members 
Entering Unmasked Estep 
Score: -28044802.000000 Penalty: 6139.347656
	Iteration 38Q: 3 clusters Score -2.80448e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 234460 members 
Entering Unmasked Estep 
Score: -28044804.000000 Penalty: 6139.347656
	Iteration 39Q: 3 clusters Score -2.80448e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 234466 members 
Entering Unmasked Estep 
Score: -28044812.000000 Penalty: 6139.347656
	Iteration 40F: 3 clusters Score -2.804481e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 234471 members 
Entering Unmasked Estep 
Score: -28044816.000000 Penalty: 6139.347656
	Iteration 41Q: 3 clusters Score -2.804482e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 234475 members 
Entering Unmasked Estep 
Score: -28044818.000000 Penalty: 6139.347656
	Iteration 42Q: 3 clusters Score -2.804482e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 234478 members 
Entering Unmasked Estep 
Score: -28044834.000000 Penalty: 6139.347656
	Iteration 43Q: 3 clusters Score -2.804483e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 234482 members 
Entering Unmasked Estep 
Score: -28044834.000000 Penalty: 6139.347656
	Iteration 44Q: 3 clusters Score -2.804483e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 234488 members 
Entering Unmasked Estep 
Score: -28044818.000000 Penalty: 6139.347656
	Iteration 45Q: 3 clusters Score -2.804482e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 234495 members 
Entering Unmasked Estep 
Score: -28044820.000000 Penalty: 6139.347656
	Iteration 46Q: 3 clusters Score -2.804482e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 234507 members 
Entering Unmasked Estep 
Score: -28044810.000000 Penalty: 6139.347656
	Iteration 47Q: 3 clusters Score -2.804481e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 234513 members 
Entering Unmasked Estep 
Score: -28044798.000000 Penalty: 6139.347656
	Iteration 48Q: 3 clusters Score -2.80448e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 234515 members 
Entering Unmasked Estep 
Score: -28044812.000000 Penalty: 6139.347656
	Iteration 49Q: 3 clusters Score -2.804481e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 234519 members 
Entering Unmasked Estep 
Score: -28044828.000000 Penalty: 6139.347656
	Iteration 50Q: 3 clusters Score -2.804483e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 234520 members 
Entering Unmasked Estep 
Score: -28044818.000000 Penalty: 6139.347656
	Iteration 51Q: 3 clusters Score -2.804482e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 234521 members 
Entering Unmasked Estep 
Score: -28044818.000000 Penalty: 6139.347656
	Iteration 52Q: 3 clusters Score -2.804482e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 234526 members 
Entering Unmasked Estep 
Score: -28044802.000000 Penalty: 6139.347656
	Iteration 53Q: 3 clusters Score -2.80448e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 234530 members 
Entering Unmasked Estep 
Score: -28044818.000000 Penalty: 6139.347656
	Iteration 54Q: 3 clusters Score -2.804482e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 234535 members 
Entering Unmasked Estep 
Score: -28044814.000000 Penalty: 6139.347656
	Iteration 55Q: 3 clusters Score -2.804481e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 234540 members 
Entering Unmasked Estep 
Score: -28044820.000000 Penalty: 6139.347656
	Iteration 56Q: 3 clusters Score -2.804482e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 234544 members 
Entering Unmasked Estep 
Score: -28044822.000000 Penalty: 6139.347656
	Iteration 57Q: 3 clusters Score -2.804482e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 234548 members 
Entering Unmasked Estep 
Score: -28044828.000000 Penalty: 6139.347656
	Iteration 58Q: 3 clusters Score -2.804483e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 234555 members 
Entering Unmasked Estep 
Score: -28044830.000000 Penalty: 6139.347656
	Iteration 59Q: 3 clusters Score -2.804483e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 234559 members 
Entering Unmasked Estep 
Score: -28044834.000000 Penalty: 6139.347656
	Iteration 60F: 3 clusters Score -2.804483e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 234563 members 
Entering Unmasked Estep 
Score: -28044844.000000 Penalty: 6139.347656
	Iteration 61Q: 3 clusters Score -2.804484e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 234571 members 
Entering Unmasked Estep 
Score: -28044838.000000 Penalty: 6139.347656
	Iteration 62Q: 3 clusters Score -2.804484e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 234577 members 
Entering Unmasked Estep 
Score: -28044848.000000 Penalty: 6139.347656
	Iteration 63Q: 3 clusters Score -2.804485e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 234583 members 
Entering Unmasked Estep 
Score: -28044862.000000 Penalty: 6139.347656
	Iteration 64Q: 3 clusters Score -2.804486e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 234588 members 
Entering Unmasked Estep 
Score: -28044860.000000 Penalty: 6139.347656
	Iteration 65Q: 3 clusters Score -2.804486e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 234594 members 
Entering Unmasked Estep 
Score: -28044872.000000 Penalty: 6139.347656
	Iteration 66Q: 3 clusters Score -2.804487e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 234599 members 
Entering Unmasked Estep 
Score: -28044878.000000 Penalty: 6139.347656
	Iteration 67Q: 3 clusters Score -2.804488e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 234600 members 
Entering Unmasked Estep 
Score: -28044878.000000 Penalty: 6139.347656
	Iteration 68Q: 3 clusters Score -2.804488e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 234601 members 
Entering Unmasked Estep 
Score: -28044878.000000 Penalty: 6139.347656
	Iteration 69Q: 3 clusters Score -2.804488e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 234601 members 
Entering Unmasked Estep 
Score: -28044882.000000 Penalty: 6139.347656
	Iteration 70Q: 3 clusters Score -2.804488e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 234602 members 
Entering Unmasked Estep 
Score: -28044890.000000 Penalty: 6139.347656
	Iteration 71Q: 3 clusters Score -2.804489e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 234603 members 
Entering Unmasked Estep 
Score: -28044892.000000 Penalty: 6139.347656
	Iteration 72Q: 3 clusters Score -2.804489e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 234605 members 
Entering Unmasked Estep 
Score: -28044888.000000 Penalty: 6139.347656
	Iteration 73Q: 3 clusters Score -2.804489e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 234605 members 
Entering Unmasked Estep 
Score: -28044888.000000 Penalty: 6139.347656
	Iteration 74F: 3 clusters Score -2.804489e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Entering Unmasked Estep 
Score: -345613.937500 Penalty: 2013.241333
	Iteration 0F: 2 clusters Score -345613.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -342114.343750 Penalty: 4026.482666
	Iteration 0F: 3 clusters Score -342114.3 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -342888.250000 Penalty: 4026.482666
	Iteration 1F: 3 clusters Score -342888.2 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -343088.625000 Penalty: 4026.482666
	Iteration 2F: 3 clusters Score -343088.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -343237.937500 Penalty: 4026.482666
	Iteration 3F: 3 clusters Score -343237.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -343369.875000 Penalty: 4026.482666
	Iteration 4Q: 3 clusters Score -343369.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -343487.781250 Penalty: 4026.482666
	Iteration 5Q: 3 clusters Score -343487.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -343615.968750 Penalty: 4026.482666
	Iteration 6Q: 3 clusters Score -343616 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -343728.656250 Penalty: 4026.482666
	Iteration 7Q: 3 clusters Score -343728.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -343843.812500 Penalty: 4026.482666
	Iteration 8Q: 3 clusters Score -343843.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -343927.593750 Penalty: 4026.482666
	Iteration 9Q: 3 clusters Score -343927.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -343984.375000 Penalty: 4026.482666
	Iteration 10Q: 3 clusters Score -343984.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -344027.468750 Penalty: 4026.482666
	Iteration 11Q: 3 clusters Score -344027.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -344060.218750 Penalty: 4026.482666
	Iteration 12Q: 3 clusters Score -344060.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -344094.437500 Penalty: 4026.482666
	Iteration 13Q: 3 clusters Score -344094.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -344126.281250 Penalty: 4026.482666
	Iteration 14Q: 3 clusters Score -344126.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -344151.531250 Penalty: 4026.482666
	Iteration 15Q: 3 clusters Score -344151.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -344161.656250 Penalty: 4026.482666
	Iteration 16Q: 3 clusters Score -344161.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -344169.000000 Penalty: 4026.482666
	Iteration 17Q: 3 clusters Score -344169 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -344173.875000 Penalty: 4026.482666
	Iteration 18Q: 3 clusters Score -344173.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -344179.343750 Penalty: 4026.482666
	Iteration 19Q: 3 clusters Score -344179.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -344190.125000 Penalty: 4026.482666
	Iteration 20F: 3 clusters Score -344190.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -344199.156250 Penalty: 4026.482666
	Iteration 21Q: 3 clusters Score -344199.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -344206.125000 Penalty: 4026.482666
	Iteration 22Q: 3 clusters Score -344206.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -344214.250000 Penalty: 4026.482666
	Iteration 23Q: 3 clusters Score -344214.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -344220.718750 Penalty: 4026.482666
	Iteration 24Q: 3 clusters Score -344220.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -344223.500000 Penalty: 4026.482666
	Iteration 25Q: 3 clusters Score -344223.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -344225.718750 Penalty: 4026.482666
	Iteration 26Q: 3 clusters Score -344225.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -344228.093750 Penalty: 4026.482666
	Iteration 27Q: 3 clusters Score -344228.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -344229.562500 Penalty: 4026.482666
	Iteration 28Q: 3 clusters Score -344229.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -344230.281250 Penalty: 4026.482666
	Iteration 29Q: 3 clusters Score -344230.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -344231.437500 Penalty: 4026.482666
	Iteration 30Q: 3 clusters Score -344231.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -344231.968750 Penalty: 4026.482666
	Iteration 31Q: 3 clusters Score -344232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -344233.656250 Penalty: 4026.482666
	Iteration 32Q: 3 clusters Score -344233.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -344234.312500 Penalty: 4026.482666
	Iteration 33Q: 3 clusters Score -344234.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -344234.312500 Penalty: 4026.482666
	Iteration 34F: 3 clusters Score -344234.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (48422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48422 members 
Entering Unmasked Estep 
Score: -5515593.500000 Penalty: 2675.351807
	Iteration 0F: 2 clusters Score -5515594 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24161 members 
Mstep: Class 2 contains 24261 members 
Entering Unmasked Estep 
Score: -5482856.000000 Penalty: 5350.703613
	Iteration 0F: 3 clusters Score -5482856 nChanged 22393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23088 members 
Mstep: Class 2 contains 25334 members 
Entering Unmasked Estep 
Score: -5495619.500000 Penalty: 5350.703613
	Iteration 1F: 3 clusters Score -5495620 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22475 members 
Mstep: Class 2 contains 25947 members 
Entering Unmasked Estep 
Score: -5496311.000000 Penalty: 5350.703613
	Iteration 2Q: 3 clusters Score -5496311 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21540 members 
Mstep: Class 2 contains 26882 members 
Entering Unmasked Estep 
Score: -5497136.000000 Penalty: 5350.703613
	Iteration 3Q: 3 clusters Score -5497136 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20290 members 
Mstep: Class 2 contains 28132 members 
Entering Unmasked Estep 
Score: -5498199.000000 Penalty: 5350.703613
	Iteration 4Q: 3 clusters Score -5498199 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18540 members 
Mstep: Class 2 contains 29882 members 
Entering Unmasked Estep 
Score: -5499794.000000 Penalty: 5350.703613
	Iteration 5F: 3 clusters Score -5499794 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16353 members 
Mstep: Class 2 contains 32069 members 
Entering Unmasked Estep 
Score: -5501898.000000 Penalty: 5350.703613
	Iteration 6F: 3 clusters Score -5501898 nChanged 3248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 34481 members 
Entering Unmasked Estep 
Score: -5504402.500000 Penalty: 5350.703613
	Iteration 7F: 3 clusters Score -5504402 nChanged 3181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 36952 members 
Entering Unmasked Estep 
Score: -5507212.500000 Penalty: 5350.703613
	Iteration 8F: 3 clusters Score -5507212 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 39047 members 
Entering Unmasked Estep 
Score: -5509830.500000 Penalty: 5350.703613
	Iteration 9F: 3 clusters Score -5509830 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 40533 members 
Entering Unmasked Estep 
Score: -5511605.500000 Penalty: 5350.703613
	Iteration 10Q: 3 clusters Score -5511606 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 41516 members 
Entering Unmasked Estep 
Score: -5512820.000000 Penalty: 5350.703613
	Iteration 11Q: 3 clusters Score -5512820 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 42257 members 
Entering Unmasked Estep 
Score: -5513632.500000 Penalty: 5350.703613
	Iteration 12Q: 3 clusters Score -5513632 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 42818 members 
Entering Unmasked Estep 
Score: -5514162.000000 Penalty: 5350.703613
	Iteration 13Q: 3 clusters Score -5514162 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 43267 members 
Entering Unmasked Estep 
Score: -5514506.500000 Penalty: 5350.703613
	Iteration 14Q: 3 clusters Score -5514506 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 43622 members 
Entering Unmasked Estep 
Score: -5514774.500000 Penalty: 5350.703613
	Iteration 15Q: 3 clusters Score -5514774 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 43942 members 
Entering Unmasked Estep 
Score: -5514997.500000 Penalty: 5350.703613
	Iteration 16Q: 3 clusters Score -5514998 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 44188 members 
Entering Unmasked Estep 
Score: -5515231.500000 Penalty: 5350.703613
	Iteration 17Q: 3 clusters Score -5515232 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 44436 members 
Entering Unmasked Estep 
Score: -5515511.000000 Penalty: 5350.703613
	Iteration 18Q: 3 clusters Score -5515511 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 44674 members 
Entering Unmasked Estep 
Score: -5515850.000000 Penalty: 5350.703613
	Iteration 19Q: 3 clusters Score -5515850 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 44859 members 
Entering Unmasked Estep 
Score: -5516267.500000 Penalty: 5350.703613
	Iteration 20F: 3 clusters Score -5516268 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 45009 members 
Entering Unmasked Estep 
Score: -5516750.000000 Penalty: 5350.703613
	Iteration 21Q: 3 clusters Score -5516750 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 45060 members 
Entering Unmasked Estep 
Score: -5516887.500000 Penalty: 5350.703613
	Iteration 22Q: 3 clusters Score -5516888 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 45075 members 
Entering Unmasked Estep 
Score: -5516944.000000 Penalty: 5350.703613
	Iteration 23Q: 3 clusters Score -5516944 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 45083 members 
Entering Unmasked Estep 
Score: -5516963.000000 Penalty: 5350.703613
	Iteration 24Q: 3 clusters Score -5516963 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 45083 members 
Entering Unmasked Estep 
Score: -5516968.000000 Penalty: 5350.703613
	Iteration 25Q: 3 clusters Score -5516968 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 45082 members 
Entering Unmasked Estep 
Score: -5516963.500000 Penalty: 5350.703613
	Iteration 26Q: 3 clusters Score -5516964 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 45069 members 
Entering Unmasked Estep 
Score: -5516980.000000 Penalty: 5350.703613
	Iteration 27Q: 3 clusters Score -5516980 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 45063 members 
Entering Unmasked Estep 
Score: -5516986.500000 Penalty: 5350.703613
	Iteration 28Q: 3 clusters Score -5516986 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 45057 members 
Entering Unmasked Estep 
Score: -5516980.500000 Penalty: 5350.703613
	Iteration 29Q: 3 clusters Score -5516980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 45058 members 
Entering Unmasked Estep 
Score: -5516984.000000 Penalty: 5350.703613
	Iteration 30Q: 3 clusters Score -5516984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 45058 members 
Entering Unmasked Estep 
Score: -5516984.000000 Penalty: 5350.703613
	Iteration 31F: 3 clusters Score -5516984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 121281 members 
Mstep: Class 2 contains 215892 members 
Mstep: Class 3 contains 1647 members 
Mstep: Class 4 contains 8742 members 
Mstep: Class 5 contains 4259 members 
Mstep: Class 6 contains 1248 members 
Mstep: Class 7 contains 10956 members 
Mstep: Class 8 contains 38218 members 
Mstep: Class 9 contains 1142 members 
Mstep: Class 10 contains 87108 members 
Mstep: Class 11 contains 231057 members 
Mstep: Class 12 contains 74729 members 
Mstep: Class 13 contains 8435 members 
Mstep: Class 14 contains 3770 members 
Mstep: Class 15 contains 2338 members 
Mstep: Class 16 contains 41066 members 
Mstep: Class 17 contains 15587 members 
Mstep: Class 18 contains 1144 members 
Mstep: Class 19 contains 37028 members 
Mstep: Class 20 contains 3736 members 
Mstep: Class 21 contains 4897 members 
Mstep: Class 22 contains 1138 members 
Mstep: Class 23 contains 12241 members 
Mstep: Class 24 contains 237451 members 
Mstep: Class 25 contains 3354 members 
Mstep: Class 26 contains 3364 members 
Mstep: Class 27 contains 5452 members 
Mstep: Class 28 contains 75964 members 
Mstep: Class 29 contains 5554 members 
Mstep: Class 30 contains 3302 members 
Mstep: Class 31 contains 2959 members 
Mstep: Class 32 contains 6541 members 
Mstep: Class 33 contains 10124 members 
Mstep: Class 34 contains 7856 members 
Mstep: Class 35 contains 25605 members 
Mstep: Class 36 contains 45058 members 
Entering Unmasked Estep 
Score: -155640944.000000 Penalty: 126091.726562
Splitting cluster 26 changes total score from -155638528.000000 to -155640944.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 27 (5452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Entering Unmasked Estep 
Score: -588182.437500 Penalty: 2133.727051
	Iteration 0F: 2 clusters Score -588182.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -583452.562500 Penalty: 4267.454102
	Iteration 0F: 3 clusters Score -583452.6 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -584811.312500 Penalty: 4267.454102
	Iteration 1F: 3 clusters Score -584811.3 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -585182.937500 Penalty: 4267.454102
	Iteration 2F: 3 clusters Score -585182.9 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -585545.812500 Penalty: 4267.454102
	Iteration 3F: 3 clusters Score -585545.8 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -585909.250000 Penalty: 4267.454102
	Iteration 4F: 3 clusters Score -585909.2 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -586251.562500 Penalty: 4267.454102
	Iteration 5F: 3 clusters Score -586251.6 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -586499.312500 Penalty: 4267.454102
	Iteration 6F: 3 clusters Score -586499.3 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -586717.625000 Penalty: 4267.454102
	Iteration 7Q: 3 clusters Score -586717.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -586920.687500 Penalty: 4267.454102
	Iteration 8Q: 3 clusters Score -586920.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -587049.625000 Penalty: 4267.454102
	Iteration 9Q: 3 clusters Score -587049.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -587125.187500 Penalty: 4267.454102
	Iteration 10Q: 3 clusters Score -587125.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -587185.562500 Penalty: 4267.454102
	Iteration 11Q: 3 clusters Score -587185.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -587227.375000 Penalty: 4267.454102
	Iteration 12Q: 3 clusters Score -587227.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -587260.625000 Penalty: 4267.454102
	Iteration 13Q: 3 clusters Score -587260.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -587285.812500 Penalty: 4267.454102
	Iteration 14Q: 3 clusters Score -587285.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -587307.562500 Penalty: 4267.454102
	Iteration 15Q: 3 clusters Score -587307.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -587321.000000 Penalty: 4267.454102
	Iteration 16Q: 3 clusters Score -587321 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -587333.625000 Penalty: 4267.454102
	Iteration 17Q: 3 clusters Score -587333.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -587346.937500 Penalty: 4267.454102
	Iteration 18Q: 3 clusters Score -587346.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -587357.625000 Penalty: 4267.454102
	Iteration 19Q: 3 clusters Score -587357.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -587369.125000 Penalty: 4267.454102
	Iteration 20F: 3 clusters Score -587369.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -587377.125000 Penalty: 4267.454102
	Iteration 21Q: 3 clusters Score -587377.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -587386.625000 Penalty: 4267.454102
	Iteration 22Q: 3 clusters Score -587386.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -587395.687500 Penalty: 4267.454102
	Iteration 23Q: 3 clusters Score -587395.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -587404.250000 Penalty: 4267.454102
	Iteration 24Q: 3 clusters Score -587404.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -587411.937500 Penalty: 4267.454102
	Iteration 25Q: 3 clusters Score -587411.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -587424.437500 Penalty: 4267.454102
	Iteration 26Q: 3 clusters Score -587424.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -587436.750000 Penalty: 4267.454102
	Iteration 27Q: 3 clusters Score -587436.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -587450.625000 Penalty: 4267.454102
	Iteration 28Q: 3 clusters Score -587450.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -587459.562500 Penalty: 4267.454102
	Iteration 29Q: 3 clusters Score -587459.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -587463.375000 Penalty: 4267.454102
	Iteration 30Q: 3 clusters Score -587463.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -587470.687500 Penalty: 4267.454102
	Iteration 31Q: 3 clusters Score -587470.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -587474.062500 Penalty: 4267.454102
	Iteration 32Q: 3 clusters Score -587474.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -587475.562500 Penalty: 4267.454102
	Iteration 33Q: 3 clusters Score -587475.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -587477.312500 Penalty: 4267.454102
	Iteration 34Q: 3 clusters Score -587477.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -587477.750000 Penalty: 4267.454102
	Iteration 35Q: 3 clusters Score -587477.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -587477.187500 Penalty: 4267.454102
	Iteration 36Q: 3 clusters Score -587477.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -587477.187500 Penalty: 4267.454102
	Iteration 37F: 3 clusters Score -587477.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (75964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75964 members 
Entering Unmasked Estep 
Score: -8267493.500000 Penalty: 2787.027832
	Iteration 0F: 2 clusters Score -8267494 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38047 members 
Mstep: Class 2 contains 37917 members 
Entering Unmasked Estep 
Score: -8216697.500000 Penalty: 5574.055664
	Iteration 0F: 3 clusters Score -8216698 nChanged 35762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38319 members 
Mstep: Class 2 contains 37645 members 
Entering Unmasked Estep 
Score: -8237143.000000 Penalty: 5574.055664
	Iteration 1F: 3 clusters Score -8237143 nChanged 3282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38659 members 
Mstep: Class 2 contains 37305 members 
Entering Unmasked Estep 
Score: -8238260.500000 Penalty: 5574.055664
	Iteration 2Q: 3 clusters Score -8238260 nChanged 3502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39063 members 
Mstep: Class 2 contains 36901 members 
Entering Unmasked Estep 
Score: -8239603.000000 Penalty: 5574.055664
	Iteration 3Q: 3 clusters Score -8239603 nChanged 3632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39603 members 
Mstep: Class 2 contains 36361 members 
Entering Unmasked Estep 
Score: -8241167.500000 Penalty: 5574.055664
	Iteration 4Q: 3 clusters Score -8241168 nChanged 3860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40239 members 
Mstep: Class 2 contains 35725 members 
Entering Unmasked Estep 
Score: -8242925.000000 Penalty: 5574.055664
	Iteration 5F: 3 clusters Score -8242925 nChanged 3958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40833 members 
Mstep: Class 2 contains 35131 members 
Entering Unmasked Estep 
Score: -8244948.500000 Penalty: 5574.055664
	Iteration 6F: 3 clusters Score -8244948 nChanged 4061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41352 members 
Mstep: Class 2 contains 34612 members 
Entering Unmasked Estep 
Score: -8247007.500000 Penalty: 5574.055664
	Iteration 7F: 3 clusters Score -8247008 nChanged 4119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41689 members 
Mstep: Class 2 contains 34275 members 
Entering Unmasked Estep 
Score: -8249326.000000 Penalty: 5574.055664
	Iteration 8F: 3 clusters Score -8249326 nChanged 3976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41859 members 
Mstep: Class 2 contains 34105 members 
Entering Unmasked Estep 
Score: -8251613.000000 Penalty: 5574.055664
	Iteration 9F: 3 clusters Score -8251613 nChanged 3586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41871 members 
Mstep: Class 2 contains 34093 members 
Entering Unmasked Estep 
Score: -8253619.000000 Penalty: 5574.055664
	Iteration 10Q: 3 clusters Score -8253619 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41824 members 
Mstep: Class 2 contains 34140 members 
Entering Unmasked Estep 
Score: -8255006.500000 Penalty: 5574.055664
	Iteration 11Q: 3 clusters Score -8255006 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41699 members 
Mstep: Class 2 contains 34265 members 
Entering Unmasked Estep 
Score: -8255770.500000 Penalty: 5574.055664
	Iteration 12Q: 3 clusters Score -8255770 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41524 members 
Mstep: Class 2 contains 34440 members 
Entering Unmasked Estep 
Score: -8256139.500000 Penalty: 5574.055664
	Iteration 13Q: 3 clusters Score -8256140 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41407 members 
Mstep: Class 2 contains 34557 members 
Entering Unmasked Estep 
Score: -8256340.500000 Penalty: 5574.055664
	Iteration 14Q: 3 clusters Score -8256340 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41298 members 
Mstep: Class 2 contains 34666 members 
Entering Unmasked Estep 
Score: -8256501.000000 Penalty: 5574.055664
	Iteration 15Q: 3 clusters Score -8256501 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41235 members 
Mstep: Class 2 contains 34729 members 
Entering Unmasked Estep 
Score: -8256647.500000 Penalty: 5574.055664
	Iteration 16Q: 3 clusters Score -8256648 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41195 members 
Mstep: Class 2 contains 34769 members 
Entering Unmasked Estep 
Score: -8256729.500000 Penalty: 5574.055664
	Iteration 17Q: 3 clusters Score -8256730 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41165 members 
Mstep: Class 2 contains 34799 members 
Entering Unmasked Estep 
Score: -8256770.000000 Penalty: 5574.055664
	Iteration 18Q: 3 clusters Score -8256770 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41140 members 
Mstep: Class 2 contains 34824 members 
Entering Unmasked Estep 
Score: -8256795.500000 Penalty: 5574.055664
	Iteration 19Q: 3 clusters Score -8256796 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41120 members 
Mstep: Class 2 contains 34844 members 
Entering Unmasked Estep 
Score: -8256861.500000 Penalty: 5574.055664
	Iteration 20F: 3 clusters Score -8256862 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41085 members 
Mstep: Class 2 contains 34879 members 
Entering Unmasked Estep 
Score: -8256914.000000 Penalty: 5574.055664
	Iteration 21Q: 3 clusters Score -8256914 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41042 members 
Mstep: Class 2 contains 34922 members 
Entering Unmasked Estep 
Score: -8256945.000000 Penalty: 5574.055664
	Iteration 22Q: 3 clusters Score -8256945 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41004 members 
Mstep: Class 2 contains 34960 members 
Entering Unmasked Estep 
Score: -8257043.500000 Penalty: 5574.055664
	Iteration 23Q: 3 clusters Score -8257044 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41012 members 
Mstep: Class 2 contains 34952 members 
Entering Unmasked Estep 
Score: -8257103.000000 Penalty: 5574.055664
	Iteration 24Q: 3 clusters Score -8257103 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41027 members 
Mstep: Class 2 contains 34937 members 
Entering Unmasked Estep 
Score: -8257149.000000 Penalty: 5574.055664
	Iteration 25Q: 3 clusters Score -8257149 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41033 members 
Mstep: Class 2 contains 34931 members 
Entering Unmasked Estep 
Score: -8257188.500000 Penalty: 5574.055664
	Iteration 26Q: 3 clusters Score -8257188 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41054 members 
Mstep: Class 2 contains 34910 members 
Entering Unmasked Estep 
Score: -8257216.500000 Penalty: 5574.055664
	Iteration 27Q: 3 clusters Score -8257216 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41118 members 
Mstep: Class 2 contains 34846 members 
Entering Unmasked Estep 
Score: -8257215.000000 Penalty: 5574.055664
	Iteration 28Q: 3 clusters Score -8257215 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41159 members 
Mstep: Class 2 contains 34805 members 
Entering Unmasked Estep 
Score: -8257257.500000 Penalty: 5574.055664
	Iteration 29Q: 3 clusters Score -8257258 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41214 members 
Mstep: Class 2 contains 34750 members 
Entering Unmasked Estep 
Score: -8257312.500000 Penalty: 5574.055664
	Iteration 30Q: 3 clusters Score -8257312 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41295 members 
Mstep: Class 2 contains 34669 members 
Entering Unmasked Estep 
Score: -8257361.500000 Penalty: 5574.055664
	Iteration 31Q: 3 clusters Score -8257362 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41386 members 
Mstep: Class 2 contains 34578 members 
Entering Unmasked Estep 
Score: -8257407.000000 Penalty: 5574.055664
	Iteration 32Q: 3 clusters Score -8257407 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41487 members 
Mstep: Class 2 contains 34477 members 
Entering Unmasked Estep 
Score: -8257412.000000 Penalty: 5574.055664
	Iteration 33Q: 3 clusters Score -8257412 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41584 members 
Mstep: Class 2 contains 34380 members 
Entering Unmasked Estep 
Score: -8257411.500000 Penalty: 5574.055664
	Iteration 34Q: 3 clusters Score -8257412 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41694 members 
Mstep: Class 2 contains 34270 members 
Entering Unmasked Estep 
Score: -8257421.000000 Penalty: 5574.055664
	Iteration 35Q: 3 clusters Score -8257421 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41794 members 
Mstep: Class 2 contains 34170 members 
Entering Unmasked Estep 
Score: -8257459.000000 Penalty: 5574.055664
	Iteration 36Q: 3 clusters Score -8257459 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41897 members 
Mstep: Class 2 contains 34067 members 
Entering Unmasked Estep 
Score: -8257440.500000 Penalty: 5574.055664
	Iteration 37Q: 3 clusters Score -8257440 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42012 members 
Mstep: Class 2 contains 33952 members 
Entering Unmasked Estep 
Score: -8257473.000000 Penalty: 5574.055664
	Iteration 38Q: 3 clusters Score -8257473 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42131 members 
Mstep: Class 2 contains 33833 members 
Entering Unmasked Estep 
Score: -8257461.500000 Penalty: 5574.055664
	Iteration 39Q: 3 clusters Score -8257462 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42257 members 
Mstep: Class 2 contains 33707 members 
Entering Unmasked Estep 
Score: -8257485.500000 Penalty: 5574.055664
	Iteration 40F: 3 clusters Score -8257486 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42385 members 
Mstep: Class 2 contains 33579 members 
Entering Unmasked Estep 
Score: -8257517.000000 Penalty: 5574.055664
	Iteration 41Q: 3 clusters Score -8257517 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42508 members 
Mstep: Class 2 contains 33456 members 
Entering Unmasked Estep 
Score: -8257524.500000 Penalty: 5574.055664
	Iteration 42Q: 3 clusters Score -8257524 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42660 members 
Mstep: Class 2 contains 33304 members 
Entering Unmasked Estep 
Score: -8257543.500000 Penalty: 5574.055664
	Iteration 43Q: 3 clusters Score -8257544 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42805 members 
Mstep: Class 2 contains 33159 members 
Entering Unmasked Estep 
Score: -8257561.000000 Penalty: 5574.055664
	Iteration 44Q: 3 clusters Score -8257561 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42941 members 
Mstep: Class 2 contains 33023 members 
Entering Unmasked Estep 
Score: -8257542.500000 Penalty: 5574.055664
	Iteration 45Q: 3 clusters Score -8257542 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43080 members 
Mstep: Class 2 contains 32884 members 
Entering Unmasked Estep 
Score: -8257538.000000 Penalty: 5574.055664
	Iteration 46Q: 3 clusters Score -8257538 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43213 members 
Mstep: Class 2 contains 32751 members 
Entering Unmasked Estep 
Score: -8257546.000000 Penalty: 5574.055664
	Iteration 47Q: 3 clusters Score -8257546 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43346 members 
Mstep: Class 2 contains 32618 members 
Entering Unmasked Estep 
Score: -8257560.500000 Penalty: 5574.055664
	Iteration 48Q: 3 clusters Score -8257560 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43489 members 
Mstep: Class 2 contains 32475 members 
Entering Unmasked Estep 
Score: -8257558.500000 Penalty: 5574.055664
	Iteration 49Q: 3 clusters Score -8257558 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43635 members 
Mstep: Class 2 contains 32329 members 
Entering Unmasked Estep 
Score: -8257590.000000 Penalty: 5574.055664
	Iteration 50Q: 3 clusters Score -8257590 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43784 members 
Mstep: Class 2 contains 32180 members 
Entering Unmasked Estep 
Score: -8257587.000000 Penalty: 5574.055664
	Iteration 51Q: 3 clusters Score -8257587 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43904 members 
Mstep: Class 2 contains 32060 members 
Entering Unmasked Estep 
Score: -8257576.500000 Penalty: 5574.055664
	Iteration 52Q: 3 clusters Score -8257576 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44032 members 
Mstep: Class 2 contains 31932 members 
Entering Unmasked Estep 
Score: -8257573.500000 Penalty: 5574.055664
	Iteration 53Q: 3 clusters Score -8257574 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44156 members 
Mstep: Class 2 contains 31808 members 
Entering Unmasked Estep 
Score: -8257569.000000 Penalty: 5574.055664
	Iteration 54Q: 3 clusters Score -8257569 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44275 members 
Mstep: Class 2 contains 31689 members 
Entering Unmasked Estep 
Score: -8257583.000000 Penalty: 5574.055664
	Iteration 55Q: 3 clusters Score -8257583 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44409 members 
Mstep: Class 2 contains 31555 members 
Entering Unmasked Estep 
Score: -8257592.500000 Penalty: 5574.055664
	Iteration 56Q: 3 clusters Score -8257592 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44538 members 
Mstep: Class 2 contains 31426 members 
Entering Unmasked Estep 
Score: -8257597.500000 Penalty: 5574.055664
	Iteration 57Q: 3 clusters Score -8257598 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44680 members 
Mstep: Class 2 contains 31284 members 
Entering Unmasked Estep 
Score: -8257594.500000 Penalty: 5574.055664
	Iteration 58Q: 3 clusters Score -8257594 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44821 members 
Mstep: Class 2 contains 31143 members 
Entering Unmasked Estep 
Score: -8257623.500000 Penalty: 5574.055664
	Iteration 59Q: 3 clusters Score -8257624 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44961 members 
Mstep: Class 2 contains 31003 members 
Entering Unmasked Estep 
Score: -8257622.500000 Penalty: 5574.055664
	Iteration 60F: 3 clusters Score -8257622 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45106 members 
Mstep: Class 2 contains 30858 members 
Entering Unmasked Estep 
Score: -8257646.500000 Penalty: 5574.055664
	Iteration 61Q: 3 clusters Score -8257646 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45259 members 
Mstep: Class 2 contains 30705 members 
Entering Unmasked Estep 
Score: -8257659.500000 Penalty: 5574.055664
	Iteration 62Q: 3 clusters Score -8257660 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45430 members 
Mstep: Class 2 contains 30534 members 
Entering Unmasked Estep 
Score: -8257682.500000 Penalty: 5574.055664
	Iteration 63Q: 3 clusters Score -8257682 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45589 members 
Mstep: Class 2 contains 30375 members 
Entering Unmasked Estep 
Score: -8257692.500000 Penalty: 5574.055664
	Iteration 64Q: 3 clusters Score -8257692 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45750 members 
Mstep: Class 2 contains 30214 members 
Entering Unmasked Estep 
Score: -8257706.000000 Penalty: 5574.055664
	Iteration 65Q: 3 clusters Score -8257706 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45924 members 
Mstep: Class 2 contains 30040 members 
Entering Unmasked Estep 
Score: -8257705.500000 Penalty: 5574.055664
	Iteration 66Q: 3 clusters Score -8257706 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46105 members 
Mstep: Class 2 contains 29859 members 
Entering Unmasked Estep 
Score: -8257736.500000 Penalty: 5574.055664
	Iteration 67Q: 3 clusters Score -8257736 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46274 members 
Mstep: Class 2 contains 29690 members 
Entering Unmasked Estep 
Score: -8257743.500000 Penalty: 5574.055664
	Iteration 68Q: 3 clusters Score -8257744 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46430 members 
Mstep: Class 2 contains 29534 members 
Entering Unmasked Estep 
Score: -8257747.000000 Penalty: 5574.055664
	Iteration 69Q: 3 clusters Score -8257747 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46601 members 
Mstep: Class 2 contains 29363 members 
Entering Unmasked Estep 
Score: -8257784.000000 Penalty: 5574.055664
	Iteration 70Q: 3 clusters Score -8257784 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46772 members 
Mstep: Class 2 contains 29192 members 
Entering Unmasked Estep 
Score: -8257796.500000 Penalty: 5574.055664
	Iteration 71Q: 3 clusters Score -8257796 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46947 members 
Mstep: Class 2 contains 29017 members 
Entering Unmasked Estep 
Score: -8257812.500000 Penalty: 5574.055664
	Iteration 72Q: 3 clusters Score -8257812 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47137 members 
Mstep: Class 2 contains 28827 members 
Entering Unmasked Estep 
Score: -8257831.000000 Penalty: 5574.055664
	Iteration 73Q: 3 clusters Score -8257831 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47361 members 
Mstep: Class 2 contains 28603 members 
Entering Unmasked Estep 
Score: -8257848.500000 Penalty: 5574.055664
	Iteration 74Q: 3 clusters Score -8257848 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47609 members 
Mstep: Class 2 contains 28355 members 
Entering Unmasked Estep 
Score: -8257865.000000 Penalty: 5574.055664
	Iteration 75Q: 3 clusters Score -8257865 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47843 members 
Mstep: Class 2 contains 28121 members 
Entering Unmasked Estep 
Score: -8257925.000000 Penalty: 5574.055664
	Iteration 76Q: 3 clusters Score -8257925 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48096 members 
Mstep: Class 2 contains 27868 members 
Entering Unmasked Estep 
Score: -8257970.500000 Penalty: 5574.055664
	Iteration 77Q: 3 clusters Score -8257970 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48368 members 
Mstep: Class 2 contains 27596 members 
Entering Unmasked Estep 
Score: -8257980.000000 Penalty: 5574.055664
	Iteration 78Q: 3 clusters Score -8257980 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48654 members 
Mstep: Class 2 contains 27310 members 
Entering Unmasked Estep 
Score: -8258014.500000 Penalty: 5574.055664
	Iteration 79Q: 3 clusters Score -8258014 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48990 members 
Mstep: Class 2 contains 26974 members 
Entering Unmasked Estep 
Score: -8258032.000000 Penalty: 5574.055664
	Iteration 80F: 3 clusters Score -8258032 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49349 members 
Mstep: Class 2 contains 26615 members 
Entering Unmasked Estep 
Score: -8258084.500000 Penalty: 5574.055664
	Iteration 81Q: 3 clusters Score -8258084 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49740 members 
Mstep: Class 2 contains 26224 members 
Entering Unmasked Estep 
Score: -8258128.000000 Penalty: 5574.055664
	Iteration 82Q: 3 clusters Score -8258128 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50106 members 
Mstep: Class 2 contains 25858 members 
Entering Unmasked Estep 
Score: -8258207.500000 Penalty: 5574.055664
	Iteration 83Q: 3 clusters Score -8258208 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50499 members 
Mstep: Class 2 contains 25465 members 
Entering Unmasked Estep 
Score: -8258256.000000 Penalty: 5574.055664
	Iteration 84Q: 3 clusters Score -8258256 nChanged 420
Entering Unmasked Mstep 
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	Iteration 97Q: 3 clusters Score -8259360 nChanged 656
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	Iteration 101Q: 3 clusters Score -8259934 nChanged 715
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	Iteration 108Q: 3 clusters Score -8261340 nChanged 775
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	Iteration 112Q: 3 clusters Score -8262342 nChanged 743
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	Iteration 114Q: 3 clusters Score -8262938 nChanged 685
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Mstep: Class 1 contains 73379 members 
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Mstep: Class 1 contains 73597 members 
Mstep: Class 2 contains 2367 members 
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Mstep: Class 1 contains 73781 members 
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Mstep: Class 1 contains 73952 members 
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	Iteration 132Q: 3 clusters Score -8265790 nChanged 59
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	Iteration 135Q: 3 clusters Score -8265870 nChanged 32
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	Iteration 137Q: 3 clusters Score -8265868 nChanged 26
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	Iteration 138Q: 3 clusters Score -8265886 nChanged 16
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	Iteration 139Q: 3 clusters Score -8265893 nChanged 11
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	Iteration 140F: 3 clusters Score -8265898 nChanged 12
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	Iteration 141Q: 3 clusters Score -8265904 nChanged 15
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	Iteration 142Q: 3 clusters Score -8265910 nChanged 12
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	Iteration 146Q: 3 clusters Score -8265911 nChanged 6
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	Iteration 147Q: 3 clusters Score -8265910 nChanged 3
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	Iteration 148Q: 3 clusters Score -8265907 nChanged 7
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	Iteration 149Q: 3 clusters Score -8265916 nChanged 6
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	Iteration 150Q: 3 clusters Score -8265916 nChanged 8
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	Iteration 151Q: 3 clusters Score -8265918 nChanged 6
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	Iteration 152Q: 3 clusters Score -8265916 nChanged 6
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	Iteration 153Q: 3 clusters Score -8265912 nChanged 7
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	Iteration 154Q: 3 clusters Score -8265914 nChanged 10
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	Iteration 155Q: 3 clusters Score -8265924 nChanged 8
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	Iteration 156Q: 3 clusters Score -8265926 nChanged 11
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	Iteration 157Q: 3 clusters Score -8265938 nChanged 7
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	Iteration 158Q: 3 clusters Score -8265934 nChanged 12
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	Iteration 159Q: 3 clusters Score -8265934 nChanged 10
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	Iteration 160F: 3 clusters Score -8265942 nChanged 8
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	Iteration 161Q: 3 clusters Score -8265950 nChanged 5
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	Iteration 162Q: 3 clusters Score -8265949 nChanged 4
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	Iteration 163Q: 3 clusters Score -8265954 nChanged 1
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	Iteration 164Q: 3 clusters Score -8265953 nChanged 1
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	Iteration 165Q: 3 clusters Score -8265959 nChanged 2
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	Iteration 166Q: 3 clusters Score -8265960 nChanged 1
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	Iteration 167Q: 3 clusters Score -8265954 nChanged 2
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	Iteration 168Q: 3 clusters Score -8265960 nChanged 1
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	Iteration 169Q: 3 clusters Score -8265958 nChanged 0
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	Iteration 170F: 3 clusters Score -8265958 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
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	Iteration 0F: 2 clusters Score -626243.7 nChanged 0
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Assigned 3 initial classes randomly.
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -623363.750000 Penalty: 4276.647461
	Iteration 4F: 3 clusters Score -623363.8 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -623605.875000 Penalty: 4276.647461
	Iteration 5F: 3 clusters Score -623605.9 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -623888.000000 Penalty: 4276.647461
	Iteration 6F: 3 clusters Score -623888 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -624168.750000 Penalty: 4276.647461
	Iteration 7F: 3 clusters Score -624168.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -624365.937500 Penalty: 4276.647461
	Iteration 8Q: 3 clusters Score -624365.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -624477.437500 Penalty: 4276.647461
	Iteration 9Q: 3 clusters Score -624477.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -624535.875000 Penalty: 4276.647461
	Iteration 10Q: 3 clusters Score -624535.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -624577.562500 Penalty: 4276.647461
	Iteration 11Q: 3 clusters Score -624577.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -624601.750000 Penalty: 4276.647461
	Iteration 12Q: 3 clusters Score -624601.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -624622.750000 Penalty: 4276.647461
	Iteration 13Q: 3 clusters Score -624622.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -624637.125000 Penalty: 4276.647461
	Iteration 14Q: 3 clusters Score -624637.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -624649.875000 Penalty: 4276.647461
	Iteration 15Q: 3 clusters Score -624649.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -624663.437500 Penalty: 4276.647461
	Iteration 16Q: 3 clusters Score -624663.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -624671.312500 Penalty: 4276.647461
	Iteration 17Q: 3 clusters Score -624671.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -624680.875000 Penalty: 4276.647461
	Iteration 18Q: 3 clusters Score -624680.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -624686.625000 Penalty: 4276.647461
	Iteration 19Q: 3 clusters Score -624686.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -624693.812500 Penalty: 4276.647461
	Iteration 20F: 3 clusters Score -624693.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -624696.125000 Penalty: 4276.647461
	Iteration 21Q: 3 clusters Score -624696.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -624698.500000 Penalty: 4276.647461
	Iteration 22Q: 3 clusters Score -624698.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -624701.312500 Penalty: 4276.647461
	Iteration 23Q: 3 clusters Score -624701.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -624704.187500 Penalty: 4276.647461
	Iteration 24Q: 3 clusters Score -624704.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -624705.562500 Penalty: 4276.647461
	Iteration 25Q: 3 clusters Score -624705.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -624708.187500 Penalty: 4276.647461
	Iteration 26Q: 3 clusters Score -624708.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -624710.000000 Penalty: 4276.647461
	Iteration 27Q: 3 clusters Score -624710 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -624713.125000 Penalty: 4276.647461
	Iteration 28Q: 3 clusters Score -624713.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -624713.250000 Penalty: 4276.647461
	Iteration 29Q: 3 clusters Score -624713.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -624715.187500 Penalty: 4276.647461
	Iteration 30Q: 3 clusters Score -624715.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -624716.000000 Penalty: 4276.647461
	Iteration 31Q: 3 clusters Score -624716 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -624717.125000 Penalty: 4276.647461
	Iteration 32Q: 3 clusters Score -624717.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -624717.375000 Penalty: 4276.647461
	Iteration 33Q: 3 clusters Score -624717.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -624718.875000 Penalty: 4276.647461
	Iteration 34Q: 3 clusters Score -624718.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -624719.187500 Penalty: 4276.647461
	Iteration 35Q: 3 clusters Score -624719.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -624719.187500 Penalty: 4276.647461
	Iteration 36Q: 3 clusters Score -624719.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -624720.562500 Penalty: 4276.647461
	Iteration 37Q: 3 clusters Score -624720.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -624720.562500 Penalty: 4276.647461
	Iteration 38Q: 3 clusters Score -624720.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -624720.937500 Penalty: 4276.647461
	Iteration 39Q: 3 clusters Score -624720.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -624720.937500 Penalty: 4276.647461
	Iteration 40F: 3 clusters Score -624720.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 121281 members 
Mstep: Class 2 contains 215892 members 
Mstep: Class 3 contains 1647 members 
Mstep: Class 4 contains 8742 members 
Mstep: Class 5 contains 4259 members 
Mstep: Class 6 contains 1248 members 
Mstep: Class 7 contains 10956 members 
Mstep: Class 8 contains 38218 members 
Mstep: Class 9 contains 1142 members 
Mstep: Class 10 contains 87108 members 
Mstep: Class 11 contains 231057 members 
Mstep: Class 12 contains 74729 members 
Mstep: Class 13 contains 8435 members 
Mstep: Class 14 contains 3770 members 
Mstep: Class 15 contains 2338 members 
Mstep: Class 16 contains 41066 members 
Mstep: Class 17 contains 15587 members 
Mstep: Class 18 contains 1144 members 
Mstep: Class 19 contains 37028 members 
Mstep: Class 20 contains 3736 members 
Mstep: Class 21 contains 4897 members 
Mstep: Class 22 contains 1138 members 
Mstep: Class 23 contains 12241 members 
Mstep: Class 24 contains 237451 members 
Mstep: Class 25 contains 3354 members 
Mstep: Class 26 contains 3364 members 
Mstep: Class 27 contains 5452 members 
Mstep: Class 28 contains 75964 members 
Mstep: Class 29 contains 5554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155645056.000000 Penalty: 126091.726562
Iteration 79Q: 37 clusters Score -1.556451e+08 nChanged 10371
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 121303 members 
Mstep: Class 2 contains 216753 members 
Mstep: Class 3 contains 1585 members 
Mstep: Class 4 contains 8865 members 
Mstep: Class 5 contains 4345 members 
Mstep: Class 6 contains 1247 members 
Mstep: Class 7 contains 10883 members 
Mstep: Class 8 contains 38108 members 
Mstep: Class 9 contains 1141 members 
Mstep: Class 10 contains 86293 members 
Mstep: Class 11 contains 230972 members 
Mstep: Class 12 contains 74936 members 
Mstep: Class 13 contains 8435 members 
Mstep: Class 14 contains 3904 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 41067 members 
Mstep: Class 17 contains 15596 members 
Mstep: Class 18 contains 1129 members 
Mstep: Class 19 contains 37241 members 
Mstep: Class 20 contains 4010 members 
Mstep: Class 21 contains 4925 members 
Mstep: Class 22 contains 1138 members 
Mstep: Class 23 contains 12310 members 
Mstep: Class 24 contains 237571 members 
Mstep: Class 25 contains 3354 members 
Mstep: Class 26 contains 3400 members 
Mstep: Class 27 contains 5504 members 
Mstep: Class 28 contains 76089 members 
Mstep: Class 29 contains 5517 members 
Mstep: Class 30 contains 3031 members 
Mstep: Class 31 contains 2991 members 
Mstep: Class 32 contains 6500 members 
Mstep: Class 33 contains 9732 members 
Mstep: Class 34 contains 8071 members 
Mstep: Class 35 contains 24984 members 
Mstep: Class 36 contains 44946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155650832.000000 Penalty: 126091.726562
Iteration 80F: 37 clusters Score -1.556508e+08 nChanged 8614
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 121077 members 
Mstep: Class 2 contains 216127 members 
Mstep: Class 3 contains 1523 members 
Mstep: Class 4 contains 8890 members 
Mstep: Class 5 contains 4339 members 
Mstep: Class 6 contains 1247 members 
Mstep: Class 7 contains 10828 members 
Mstep: Class 8 contains 37978 members 
Mstep: Class 9 contains 1140 members 
Mstep: Class 10 contains 85680 members 
Mstep: Class 11 contains 230021 members 
Mstep: Class 12 contains 75023 members 
Mstep: Class 13 contains 8435 members 
Mstep: Class 14 contains 3862 members 
Mstep: Class 15 contains 2346 members 
Mstep: Class 16 contains 41062 members 
Mstep: Class 17 contains 15617 members 
Mstep: Class 18 contains 1091 members 
Mstep: Class 19 contains 37367 members 
Mstep: Class 20 contains 4172 members 
Mstep: Class 21 contains 4951 members 
Mstep: Class 22 contains 1138 members 
Mstep: Class 23 contains 12301 members 
Mstep: Class 24 contains 237390 members 
Mstep: Class 25 contains 3354 members 
Mstep: Class 26 contains 3442 members 
Mstep: Class 27 contains 5524 members 
Mstep: Class 28 contains 75569 members 
Mstep: Class 29 contains 5479 members 
Mstep: Class 30 contains 3065 members 
Mstep: Class 31 contains 3717 members 
Mstep: Class 32 contains 8049 members 
Mstep: Class 33 contains 9599 members 
Mstep: Class 34 contains 8261 members 
Mstep: Class 35 contains 25602 members 
Mstep: Class 36 contains 44977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155653040.000000 Penalty: 126091.726562
Iteration 81Q: 37 clusters Score -1.55653e+08 nChanged 5057
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 120858 members 
Mstep: Class 2 contains 215723 members 
Mstep: Class 3 contains 1529 members 
Mstep: Class 4 contains 8904 members 
Mstep: Class 5 contains 4341 members 
Mstep: Class 6 contains 1247 members 
Mstep: Class 7 contains 10782 members 
Mstep: Class 8 contains 37897 members 
Mstep: Class 9 contains 1142 members 
Mstep: Class 10 contains 85265 members 
Mstep: Class 11 contains 229724 members 
Mstep: Class 12 contains 75071 members 
Mstep: Class 13 contains 8435 members 
Mstep: Class 14 contains 3869 members 
Mstep: Class 15 contains 2337 members 
Mstep: Class 16 contains 41067 members 
Mstep: Class 17 contains 15623 members 
Mstep: Class 18 contains 1064 members 
Mstep: Class 19 contains 37507 members 
Mstep: Class 20 contains 4253 members 
Mstep: Class 21 contains 4977 members 
Mstep: Class 22 contains 1137 members 
Mstep: Class 23 contains 12304 members 
Mstep: Class 24 contains 237273 members 
Mstep: Class 25 contains 3354 members 
Mstep: Class 26 contains 3492 members 
Mstep: Class 27 contains 5538 members 
Mstep: Class 28 contains 75162 members 
Mstep: Class 29 contains 5448 members 
Mstep: Class 30 contains 3093 members 
Mstep: Class 31 contains 4093 members 
Mstep: Class 32 contains 8948 members 
Mstep: Class 33 contains 9426 members 
Mstep: Class 34 contains 8393 members 
Mstep: Class 35 contains 25978 members 
Mstep: Class 36 contains 44989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155654208.000000 Penalty: 126091.726562
Iteration 82Q: 37 clusters Score -1.556542e+08 nChanged 3738
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 120615 members 
Mstep: Class 2 contains 215366 members 
Mstep: Class 3 contains 1522 members 
Mstep: Class 4 contains 8921 members 
Mstep: Class 5 contains 4341 members 
Mstep: Class 6 contains 1247 members 
Mstep: Class 7 contains 10737 members 
Mstep: Class 8 contains 37802 members 
Mstep: Class 9 contains 1146 members 
Mstep: Class 10 contains 84983 members 
Mstep: Class 11 contains 229629 members 
Mstep: Class 12 contains 75142 members 
Mstep: Class 13 contains 8435 members 
Mstep: Class 14 contains 3877 members 
Mstep: Class 15 contains 2335 members 
Mstep: Class 16 contains 41074 members 
Mstep: Class 17 contains 15609 members 
Mstep: Class 18 contains 1038 members 
Mstep: Class 19 contains 37657 members 
Mstep: Class 20 contains 4325 members 
Mstep: Class 21 contains 4994 members 
Mstep: Class 22 contains 1137 members 
Mstep: Class 23 contains 12308 members 
Mstep: Class 24 contains 237198 members 
Mstep: Class 25 contains 3354 members 
Mstep: Class 26 contains 3542 members 
Mstep: Class 27 contains 5547 members 
Mstep: Class 28 contains 74792 members 
Mstep: Class 29 contains 5423 members 
Mstep: Class 30 contains 3124 members 
Mstep: Class 31 contains 4367 members 
Mstep: Class 32 contains 9673 members 
Mstep: Class 33 contains 9287 members 
Mstep: Class 34 contains 8510 members 
Mstep: Class 35 contains 26206 members 
Mstep: Class 36 contains 44980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155655568.000000 Penalty: 126091.726562
Iteration 83Q: 37 clusters Score -1.556556e+08 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 120402 members 
Mstep: Class 2 contains 215061 members 
Mstep: Class 3 contains 1519 members 
Mstep: Class 4 contains 8946 members 
Mstep: Class 5 contains 4344 members 
Mstep: Class 6 contains 1247 members 
Mstep: Class 7 contains 10711 members 
Mstep: Class 8 contains 37713 members 
Mstep: Class 9 contains 1147 members 
Mstep: Class 10 contains 84785 members 
Mstep: Class 11 contains 229566 members 
Mstep: Class 12 contains 75215 members 
Mstep: Class 13 contains 8435 members 
Mstep: Class 14 contains 3882 members 
Mstep: Class 15 contains 2338 members 
Mstep: Class 16 contains 41073 members 
Mstep: Class 17 contains 15607 members 
Mstep: Class 18 contains 1029 members 
Mstep: Class 19 contains 37758 members 
Mstep: Class 20 contains 4369 members 
Mstep: Class 21 contains 5017 members 
Mstep: Class 22 contains 1137 members 
Mstep: Class 23 contains 12307 members 
Mstep: Class 24 contains 237153 members 
Mstep: Class 25 contains 3354 members 
Mstep: Class 26 contains 3582 members 
Mstep: Class 27 contains 5546 members 
Mstep: Class 28 contains 74516 members 
Mstep: Class 29 contains 5401 members 
Mstep: Class 30 contains 3146 members 
Mstep: Class 31 contains 4560 members 
Mstep: Class 32 contains 10288 members 
Mstep: Class 33 contains 9192 members 
Mstep: Class 34 contains 8602 members 
Mstep: Class 35 contains 26355 members 
Mstep: Class 36 contains 44940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155655840.000000 Penalty: 126091.726562
Iteration 84Q: 37 clusters Score -1.556558e+08 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 120264 members 
Mstep: Class 2 contains 214819 members 
Mstep: Class 3 contains 1511 members 
Mstep: Class 4 contains 8956 members 
Mstep: Class 5 contains 4344 members 
Mstep: Class 6 contains 1247 members 
Mstep: Class 7 contains 10691 members 
Mstep: Class 8 contains 37645 members 
Mstep: Class 9 contains 1151 members 
Mstep: Class 10 contains 84625 members 
Mstep: Class 11 contains 229490 members 
Mstep: Class 12 contains 75279 members 
Mstep: Class 13 contains 8435 members 
Mstep: Class 14 contains 3892 members 
Mstep: Class 15 contains 2334 members 
Mstep: Class 16 contains 41084 members 
Mstep: Class 17 contains 15606 members 
Mstep: Class 18 contains 1013 members 
Mstep: Class 19 contains 37854 members 
Mstep: Class 20 contains 4406 members 
Mstep: Class 21 contains 5039 members 
Mstep: Class 22 contains 1137 members 
Mstep: Class 23 contains 12316 members 
Mstep: Class 24 contains 237103 members 
Mstep: Class 25 contains 3354 members 
Mstep: Class 26 contains 3617 members 
Mstep: Class 27 contains 5546 members 
Mstep: Class 28 contains 74287 members 
Mstep: Class 29 contains 5381 members 
Mstep: Class 30 contains 3150 members 
Mstep: Class 31 contains 4679 members 
Mstep: Class 32 contains 10818 members 
Mstep: Class 33 contains 9120 members 
Mstep: Class 34 contains 8678 members 
Mstep: Class 35 contains 26464 members 
Mstep: Class 36 contains 44908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155655984.000000 Penalty: 126091.726562
Iteration 85Q: 37 clusters Score -1.55656e+08 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 120141 members 
Mstep: Class 2 contains 214612 members 
Mstep: Class 3 contains 1506 members 
Mstep: Class 4 contains 8973 members 
Mstep: Class 5 contains 4350 members 
Mstep: Class 6 contains 1247 members 
Mstep: Class 7 contains 10675 members 
Mstep: Class 8 contains 37575 members 
Mstep: Class 9 contains 1157 members 
Mstep: Class 10 contains 84498 members 
Mstep: Class 11 contains 229415 members 
Mstep: Class 12 contains 75332 members 
Mstep: Class 13 contains 8435 members 
Mstep: Class 14 contains 3898 members 
Mstep: Class 15 contains 2332 members 
Mstep: Class 16 contains 41090 members 
Mstep: Class 17 contains 15601 members 
Mstep: Class 18 contains 1005 members 
Mstep: Class 19 contains 37916 members 
Mstep: Class 20 contains 4444 members 
Mstep: Class 21 contains 5064 members 
Mstep: Class 22 contains 1137 members 
Mstep: Class 23 contains 12316 members 
Mstep: Class 24 contains 237087 members 
Mstep: Class 25 contains 3354 members 
Mstep: Class 26 contains 3644 members 
Mstep: Class 27 contains 5548 members 
Mstep: Class 28 contains 74073 members 
Mstep: Class 29 contains 5359 members 
Mstep: Class 30 contains 3156 members 
Mstep: Class 31 contains 4767 members 
Mstep: Class 32 contains 11318 members 
Mstep: Class 33 contains 9065 members 
Mstep: Class 34 contains 8718 members 
Mstep: Class 35 contains 26543 members 
Mstep: Class 36 contains 44892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155655664.000000 Penalty: 126091.726562
Iteration 86Q: 37 clusters Score -1.556557e+08 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 120039 members 
Mstep: Class 2 contains 214449 members 
Mstep: Class 3 contains 1506 members 
Mstep: Class 4 contains 8979 members 
Mstep: Class 5 contains 4353 members 
Mstep: Class 6 contains 1247 members 
Mstep: Class 7 contains 10670 members 
Mstep: Class 8 contains 37522 members 
Mstep: Class 9 contains 1161 members 
Mstep: Class 10 contains 84409 members 
Mstep: Class 11 contains 229396 members 
Mstep: Class 12 contains 75360 members 
Mstep: Class 13 contains 8435 members 
Mstep: Class 14 contains 3906 members 
Mstep: Class 15 contains 2331 members 
Mstep: Class 16 contains 41091 members 
Mstep: Class 17 contains 15596 members 
Mstep: Class 18 contains 996 members 
Mstep: Class 19 contains 37971 members 
Mstep: Class 20 contains 4469 members 
Mstep: Class 21 contains 5085 members 
Mstep: Class 22 contains 1137 members 
Mstep: Class 23 contains 12319 members 
Mstep: Class 24 contains 237089 members 
Mstep: Class 25 contains 3354 members 
Mstep: Class 26 contains 3669 members 
Mstep: Class 27 contains 5553 members 
Mstep: Class 28 contains 73902 members 
Mstep: Class 29 contains 5347 members 
Mstep: Class 30 contains 3153 members 
Mstep: Class 31 contains 4808 members 
Mstep: Class 32 contains 11709 members 
Mstep: Class 33 contains 9021 members 
Mstep: Class 34 contains 8757 members 
Mstep: Class 35 contains 26584 members 
Mstep: Class 36 contains 44870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155655984.000000 Penalty: 126091.726562
Iteration 87Q: 37 clusters Score -1.55656e+08 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 119958 members 
Mstep: Class 2 contains 214309 members 
Mstep: Class 3 contains 1506 members 
Mstep: Class 4 contains 8983 members 
Mstep: Class 5 contains 4355 members 
Mstep: Class 6 contains 1247 members 
Mstep: Class 7 contains 10670 members 
Mstep: Class 8 contains 37487 members 
Mstep: Class 9 contains 1168 members 
Mstep: Class 10 contains 84340 members 
Mstep: Class 11 contains 229374 members 
Mstep: Class 12 contains 75381 members 
Mstep: Class 13 contains 8435 members 
Mstep: Class 14 contains 3907 members 
Mstep: Class 15 contains 2332 members 
Mstep: Class 16 contains 41096 members 
Mstep: Class 17 contains 15597 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 38009 members 
Mstep: Class 20 contains 4492 members 
Mstep: Class 21 contains 5115 members 
Mstep: Class 22 contains 1137 members 
Mstep: Class 23 contains 12320 members 
Mstep: Class 24 contains 237073 members 
Mstep: Class 25 contains 3354 members 
Mstep: Class 26 contains 3686 members 
Mstep: Class 27 contains 5554 members 
Mstep: Class 28 contains 73770 members 
Mstep: Class 29 contains 5333 members 
Mstep: Class 30 contains 3154 members 
Mstep: Class 31 contains 4827 members 
Mstep: Class 32 contains 12034 members 
Mstep: Class 33 contains 8995 members 
Mstep: Class 34 contains 8789 members 
Mstep: Class 35 contains 26618 members 
Mstep: Class 36 contains 44849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155656080.000000 Penalty: 126091.726562
Iteration 88Q: 37 clusters Score -1.556561e+08 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 119880 members 
Mstep: Class 2 contains 214178 members 
Mstep: Class 3 contains 1505 members 
Mstep: Class 4 contains 8988 members 
Mstep: Class 5 contains 4357 members 
Mstep: Class 6 contains 1247 members 
Mstep: Class 7 contains 10674 members 
Mstep: Class 8 contains 37458 members 
Mstep: Class 9 contains 1180 members 
Mstep: Class 10 contains 84292 members 
Mstep: Class 11 contains 229304 members 
Mstep: Class 12 contains 75406 members 
Mstep: Class 13 contains 8435 members 
Mstep: Class 14 contains 3905 members 
Mstep: Class 15 contains 2330 members 
Mstep: Class 16 contains 41099 members 
Mstep: Class 17 contains 15615 members 
Mstep: Class 18 contains 981 members 
Mstep: Class 19 contains 38045 members 
Mstep: Class 20 contains 4502 members 
Mstep: Class 21 contains 5138 members 
Mstep: Class 22 contains 1137 members 
Mstep: Class 23 contains 12327 members 
Mstep: Class 24 contains 237088 members 
Mstep: Class 25 contains 3354 members 
Mstep: Class 26 contains 3700 members 
Mstep: Class 27 contains 5554 members 
Mstep: Class 28 contains 73648 members 
Mstep: Class 29 contains 5311 members 
Mstep: Class 30 contains 3157 members 
Mstep: Class 31 contains 4813 members 
Mstep: Class 32 contains 12358 members 
Mstep: Class 33 contains 8971 members 
Mstep: Class 34 contains 8819 members 
Mstep: Class 35 contains 26650 members 
Mstep: Class 36 contains 44837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155656416.000000 Penalty: 126091.726562
Iteration 89Q: 37 clusters Score -1.556564e+08 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 119815 members 
Mstep: Class 2 contains 214105 members 
Mstep: Class 3 contains 1503 members 
Mstep: Class 4 contains 8994 members 
Mstep: Class 5 contains 4360 members 
Mstep: Class 6 contains 1247 members 
Mstep: Class 7 contains 10674 members 
Mstep: Class 8 contains 37426 members 
Mstep: Class 9 contains 1195 members 
Mstep: Class 10 contains 84238 members 
Mstep: Class 11 contains 229277 members 
Mstep: Class 12 contains 75431 members 
Mstep: Class 13 contains 8435 members 
Mstep: Class 14 contains 3905 members 
Mstep: Class 15 contains 2329 members 
Mstep: Class 16 contains 41103 members 
Mstep: Class 17 contains 15620 members 
Mstep: Class 18 contains 977 members 
Mstep: Class 19 contains 38055 members 
Mstep: Class 20 contains 4509 members 
Mstep: Class 21 contains 5168 members 
Mstep: Class 22 contains 1137 members 
Mstep: Class 23 contains 12323 members 
Mstep: Class 24 contains 237077 members 
Mstep: Class 25 contains 3354 members 
Mstep: Class 26 contains 3711 members 
Mstep: Class 27 contains 5553 members 
Mstep: Class 28 contains 73553 members 
Mstep: Class 29 contains 5292 members 
Mstep: Class 30 contains 3160 members 
Mstep: Class 31 contains 4812 members 
Mstep: Class 32 contains 12626 members 
Mstep: Class 33 contains 8947 members 
Mstep: Class 34 contains 8840 members 
Mstep: Class 35 contains 26660 members 
Mstep: Class 36 contains 44832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155656352.000000 Penalty: 126091.726562
Iteration 90Q: 37 clusters Score -1.556564e+08 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 119758 members 
Mstep: Class 2 contains 214027 members 
Mstep: Class 3 contains 1503 members 
Mstep: Class 4 contains 8994 members 
Mstep: Class 5 contains 4360 members 
Mstep: Class 6 contains 1247 members 
Mstep: Class 7 contains 10679 members 
Mstep: Class 8 contains 37403 members 
Mstep: Class 9 contains 1202 members 
Mstep: Class 10 contains 84193 members 
Mstep: Class 11 contains 229243 members 
Mstep: Class 12 contains 75446 members 
Mstep: Class 13 contains 8435 members 
Mstep: Class 14 contains 3907 members 
Mstep: Class 15 contains 2327 members 
Mstep: Class 16 contains 41107 members 
Mstep: Class 17 contains 15618 members 
Mstep: Class 18 contains 973 members 
Mstep: Class 19 contains 38060 members 
Mstep: Class 20 contains 4517 members 
Mstep: Class 21 contains 5186 members 
Mstep: Class 22 contains 1137 members 
Mstep: Class 23 contains 12314 members 
Mstep: Class 24 contains 237067 members 
Mstep: Class 25 contains 3354 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 5553 members 
Mstep: Class 28 contains 73496 members 
Mstep: Class 29 contains 5277 members 
Mstep: Class 30 contains 3160 members 
Mstep: Class 31 contains 4797 members 
Mstep: Class 32 contains 12901 members 
Mstep: Class 33 contains 8932 members 
Mstep: Class 34 contains 8855 members 
Mstep: Class 35 contains 26670 members 
Mstep: Class 36 contains 44821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155656672.000000 Penalty: 126091.726562
Iteration 91Q: 37 clusters Score -1.556567e+08 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 119711 members 
Mstep: Class 2 contains 213963 members 
Mstep: Class 3 contains 1502 members 
Mstep: Class 4 contains 8998 members 
Mstep: Class 5 contains 4360 members 
Mstep: Class 6 contains 1246 members 
Mstep: Class 7 contains 10680 members 
Mstep: Class 8 contains 37389 members 
Mstep: Class 9 contains 1213 members 
Mstep: Class 10 contains 84159 members 
Mstep: Class 11 contains 229203 members 
Mstep: Class 12 contains 75459 members 
Mstep: Class 13 contains 8435 members 
Mstep: Class 14 contains 3908 members 
Mstep: Class 15 contains 2326 members 
Mstep: Class 16 contains 41112 members 
Mstep: Class 17 contains 15620 members 
Mstep: Class 18 contains 969 members 
Mstep: Class 19 contains 38063 members 
Mstep: Class 20 contains 4528 members 
Mstep: Class 21 contains 5202 members 
Mstep: Class 22 contains 1137 members 
Mstep: Class 23 contains 12312 members 
Mstep: Class 24 contains 237062 members 
Mstep: Class 25 contains 3354 members 
Mstep: Class 26 contains 3736 members 
Mstep: Class 27 contains 5556 members 
Mstep: Class 28 contains 73436 members 
Mstep: Class 29 contains 5270 members 
Mstep: Class 30 contains 3157 members 
Mstep: Class 31 contains 4769 members 
Mstep: Class 32 contains 13136 members 
Mstep: Class 33 contains 8921 members 
Mstep: Class 34 contains 8864 members 
Mstep: Class 35 contains 26674 members 
Mstep: Class 36 contains 44813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155656784.000000 Penalty: 126091.726562
Iteration 92Q: 37 clusters Score -1.556568e+08 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 119674 members 
Mstep: Class 2 contains 213909 members 
Mstep: Class 3 contains 1504 members 
Mstep: Class 4 contains 9003 members 
Mstep: Class 5 contains 4361 members 
Mstep: Class 6 contains 1246 members 
Mstep: Class 7 contains 10682 members 
Mstep: Class 8 contains 37373 members 
Mstep: Class 9 contains 1218 members 
Mstep: Class 10 contains 84131 members 
Mstep: Class 11 contains 229174 members 
Mstep: Class 12 contains 75466 members 
Mstep: Class 13 contains 8435 members 
Mstep: Class 14 contains 3908 members 
Mstep: Class 15 contains 2325 members 
Mstep: Class 16 contains 41114 members 
Mstep: Class 17 contains 15614 members 
Mstep: Class 18 contains 965 members 
Mstep: Class 19 contains 38072 members 
Mstep: Class 20 contains 4537 members 
Mstep: Class 21 contains 5214 members 
Mstep: Class 22 contains 1137 members 
Mstep: Class 23 contains 12317 members 
Mstep: Class 24 contains 237071 members 
Mstep: Class 25 contains 3354 members 
Mstep: Class 26 contains 3746 members 
Mstep: Class 27 contains 5555 members 
Mstep: Class 28 contains 73390 members 
Mstep: Class 29 contains 5262 members 
Mstep: Class 30 contains 3154 members 
Mstep: Class 31 contains 4740 members 
Mstep: Class 32 contains 13325 members 
Mstep: Class 33 contains 8924 members 
Mstep: Class 34 contains 8873 members 
Mstep: Class 35 contains 26677 members 
Mstep: Class 36 contains 44793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155656912.000000 Penalty: 126091.726562
Iteration 93Q: 37 clusters Score -1.556569e+08 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 119647 members 
Mstep: Class 2 contains 213871 members 
Mstep: Class 3 contains 1505 members 
Mstep: Class 4 contains 9006 members 
Mstep: Class 5 contains 4363 members 
Mstep: Class 6 contains 1246 members 
Mstep: Class 7 contains 10683 members 
Mstep: Class 8 contains 37367 members 
Mstep: Class 9 contains 1226 members 
Mstep: Class 10 contains 84102 members 
Mstep: Class 11 contains 229155 members 
Mstep: Class 12 contains 75475 members 
Mstep: Class 13 contains 8435 members 
Mstep: Class 14 contains 3909 members 
Mstep: Class 15 contains 2324 members 
Mstep: Class 16 contains 41116 members 
Mstep: Class 17 contains 15610 members 
Mstep: Class 18 contains 962 members 
Mstep: Class 19 contains 38080 members 
Mstep: Class 20 contains 4541 members 
Mstep: Class 21 contains 5230 members 
Mstep: Class 22 contains 1137 members 
Mstep: Class 23 contains 12318 members 
Mstep: Class 24 contains 237069 members 
Mstep: Class 25 contains 3354 members 
Mstep: Class 26 contains 3747 members 
Mstep: Class 27 contains 5554 members 
Mstep: Class 28 contains 73342 members 
Mstep: Class 29 contains 5251 members 
Mstep: Class 30 contains 3151 members 
Mstep: Class 31 contains 4709 members 
Mstep: Class 32 contains 13493 members 
Mstep: Class 33 contains 8914 members 
Mstep: Class 34 contains 8884 members 
Mstep: Class 35 contains 26676 members 
Mstep: Class 36 contains 44791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155656928.000000 Penalty: 126091.726562
Iteration 94Q: 37 clusters Score -1.556569e+08 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 119631 members 
Mstep: Class 2 contains 213828 members 
Mstep: Class 3 contains 1505 members 
Mstep: Class 4 contains 9007 members 
Mstep: Class 5 contains 4366 members 
Mstep: Class 6 contains 1246 members 
Mstep: Class 7 contains 10683 members 
Mstep: Class 8 contains 37363 members 
Mstep: Class 9 contains 1230 members 
Mstep: Class 10 contains 84077 members 
Mstep: Class 11 contains 229120 members 
Mstep: Class 12 contains 75478 members 
Mstep: Class 13 contains 8435 members 
Mstep: Class 14 contains 3909 members 
Mstep: Class 15 contains 2324 members 
Mstep: Class 16 contains 41119 members 
Mstep: Class 17 contains 15610 members 
Mstep: Class 18 contains 959 members 
Mstep: Class 19 contains 38091 members 
Mstep: Class 20 contains 4543 members 
Mstep: Class 21 contains 5249 members 
Mstep: Class 22 contains 1137 members 
Mstep: Class 23 contains 12319 members 
Mstep: Class 24 contains 237066 members 
Mstep: Class 25 contains 3354 members 
Mstep: Class 26 contains 3751 members 
Mstep: Class 27 contains 5553 members 
Mstep: Class 28 contains 73306 members 
Mstep: Class 29 contains 5237 members 
Mstep: Class 30 contains 3153 members 
Mstep: Class 31 contains 4681 members 
Mstep: Class 32 contains 13645 members 
Mstep: Class 33 contains 8904 members 
Mstep: Class 34 contains 8888 members 
Mstep: Class 35 contains 26683 members 
Mstep: Class 36 contains 44793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155657136.000000 Penalty: 126091.726562
Iteration 95Q: 37 clusters Score -1.556571e+08 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 119609 members 
Mstep: Class 2 contains 213803 members 
Mstep: Class 3 contains 1503 members 
Mstep: Class 4 contains 9007 members 
Mstep: Class 5 contains 4367 members 
Mstep: Class 6 contains 1246 members 
Mstep: Class 7 contains 10681 members 
Mstep: Class 8 contains 37360 members 
Mstep: Class 9 contains 1233 members 
Mstep: Class 10 contains 84064 members 
Mstep: Class 11 contains 229086 members 
Mstep: Class 12 contains 75481 members 
Mstep: Class 13 contains 8435 members 
Mstep: Class 14 contains 3910 members 
Mstep: Class 15 contains 2324 members 
Mstep: Class 16 contains 41120 members 
Mstep: Class 17 contains 15609 members 
Mstep: Class 18 contains 956 members 
Mstep: Class 19 contains 38097 members 
Mstep: Class 20 contains 4547 members 
Mstep: Class 21 contains 5266 members 
Mstep: Class 22 contains 1137 members 
Mstep: Class 23 contains 12320 members 
Mstep: Class 24 contains 237060 members 
Mstep: Class 25 contains 3354 members 
Mstep: Class 26 contains 3753 members 
Mstep: Class 27 contains 5554 members 
Mstep: Class 28 contains 73286 members 
Mstep: Class 29 contains 5224 members 
Mstep: Class 30 contains 3152 members 
Mstep: Class 31 contains 4649 members 
Mstep: Class 32 contains 13778 members 
Mstep: Class 33 contains 8897 members 
Mstep: Class 34 contains 8898 members 
Mstep: Class 35 contains 26688 members 
Mstep: Class 36 contains 44789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155657024.000000 Penalty: 126091.726562
Iteration 96Q: 37 clusters Score -1.55657e+08 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 119593 members 
Mstep: Class 2 contains 213788 members 
Mstep: Class 3 contains 1504 members 
Mstep: Class 4 contains 9010 members 
Mstep: Class 5 contains 4368 members 
Mstep: Class 6 contains 1246 members 
Mstep: Class 7 contains 10680 members 
Mstep: Class 8 contains 37357 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 84053 members 
Mstep: Class 11 contains 229047 members 
Mstep: Class 12 contains 75489 members 
Mstep: Class 13 contains 8435 members 
Mstep: Class 14 contains 3910 members 
Mstep: Class 15 contains 2324 members 
Mstep: Class 16 contains 41121 members 
Mstep: Class 17 contains 15608 members 
Mstep: Class 18 contains 952 members 
Mstep: Class 19 contains 38102 members 
Mstep: Class 20 contains 4552 members 
Mstep: Class 21 contains 5281 members 
Mstep: Class 22 contains 1137 members 
Mstep: Class 23 contains 12323 members 
Mstep: Class 24 contains 237054 members 
Mstep: Class 25 contains 3354 members 
Mstep: Class 26 contains 3754 members 
Mstep: Class 27 contains 5554 members 
Mstep: Class 28 contains 73271 members 
Mstep: Class 29 contains 5212 members 
Mstep: Class 30 contains 3150 members 
Mstep: Class 31 contains 4621 members 
Mstep: Class 32 contains 13886 members 
Mstep: Class 33 contains 8888 members 
Mstep: Class 34 contains 8906 members 
Mstep: Class 35 contains 26688 members 
Mstep: Class 36 contains 44791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155657024.000000 Penalty: 126091.726562
Iteration 97Q: 37 clusters Score -1.55657e+08 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 119581 members 
Mstep: Class 2 contains 213767 members 
Mstep: Class 3 contains 1505 members 
Mstep: Class 4 contains 9012 members 
Mstep: Class 5 contains 4370 members 
Mstep: Class 6 contains 1246 members 
Mstep: Class 7 contains 10679 members 
Mstep: Class 8 contains 37350 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 84040 members 
Mstep: Class 11 contains 229027 members 
Mstep: Class 12 contains 75502 members 
Mstep: Class 13 contains 8435 members 
Mstep: Class 14 contains 3912 members 
Mstep: Class 15 contains 2324 members 
Mstep: Class 16 contains 41122 members 
Mstep: Class 17 contains 15607 members 
Mstep: Class 18 contains 951 members 
Mstep: Class 19 contains 38113 members 
Mstep: Class 20 contains 4554 members 
Mstep: Class 21 contains 5298 members 
Mstep: Class 22 contains 1137 members 
Mstep: Class 23 contains 12322 members 
Mstep: Class 24 contains 237058 members 
Mstep: Class 25 contains 3354 members 
Mstep: Class 26 contains 3755 members 
Mstep: Class 27 contains 5556 members 
Mstep: Class 28 contains 73249 members 
Mstep: Class 29 contains 5203 members 
Mstep: Class 30 contains 3151 members 
Mstep: Class 31 contains 4599 members 
Mstep: Class 32 contains 13957 members 
Mstep: Class 33 contains 8878 members 
Mstep: Class 34 contains 8911 members 
Mstep: Class 35 contains 26692 members 
Mstep: Class 36 contains 44792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155657072.000000 Penalty: 126091.726562
Iteration 98Q: 37 clusters Score -1.556571e+08 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 119571 members 
Mstep: Class 2 contains 213747 members 
Mstep: Class 3 contains 1508 members 
Mstep: Class 4 contains 9011 members 
Mstep: Class 5 contains 4372 members 
Mstep: Class 6 contains 1246 members 
Mstep: Class 7 contains 10680 members 
Mstep: Class 8 contains 37345 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 84035 members 
Mstep: Class 11 contains 229015 members 
Mstep: Class 12 contains 75508 members 
Mstep: Class 13 contains 8435 members 
Mstep: Class 14 contains 3913 members 
Mstep: Class 15 contains 2324 members 
Mstep: Class 16 contains 41121 members 
Mstep: Class 17 contains 15607 members 
Mstep: Class 18 contains 950 members 
Mstep: Class 19 contains 38125 members 
Mstep: Class 20 contains 4556 members 
Mstep: Class 21 contains 5306 members 
Mstep: Class 22 contains 1137 members 
Mstep: Class 23 contains 12326 members 
Mstep: Class 24 contains 237062 members 
Mstep: Class 25 contains 3354 members 
Mstep: Class 26 contains 3757 members 
Mstep: Class 27 contains 5555 members 
Mstep: Class 28 contains 73224 members 
Mstep: Class 29 contains 5191 members 
Mstep: Class 30 contains 3152 members 
Mstep: Class 31 contains 4567 members 
Mstep: Class 32 contains 14041 members 
Mstep: Class 33 contains 8871 members 
Mstep: Class 34 contains 8913 members 
Mstep: Class 35 contains 26692 members 
Mstep: Class 36 contains 44792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155657088.000000 Penalty: 126091.726562
Iteration 99Q: 37 clusters Score -1.556571e+08 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 119565 members 
Mstep: Class 2 contains 213734 members 
Mstep: Class 3 contains 1508 members 
Mstep: Class 4 contains 9011 members 
Mstep: Class 5 contains 4375 members 
Mstep: Class 6 contains 1246 members 
Mstep: Class 7 contains 10679 members 
Mstep: Class 8 contains 37346 members 
Mstep: Class 9 contains 1235 members 
Mstep: Class 10 contains 84025 members 
Mstep: Class 11 contains 229001 members 
Mstep: Class 12 contains 75513 members 
Mstep: Class 13 contains 8435 members 
Mstep: Class 14 contains 3913 members 
Mstep: Class 15 contains 2324 members 
Mstep: Class 16 contains 41120 members 
Mstep: Class 17 contains 15607 members 
Mstep: Class 18 contains 950 members 
Mstep: Class 19 contains 38135 members 
Mstep: Class 20 contains 4565 members 
Mstep: Class 21 contains 5308 members 
Mstep: Class 22 contains 1137 members 
Mstep: Class 23 contains 12327 members 
Mstep: Class 24 contains 237062 members 
Mstep: Class 25 contains 3354 members 
Mstep: Class 26 contains 3758 members 
Mstep: Class 27 contains 5555 members 
Mstep: Class 28 contains 73214 members 
Mstep: Class 29 contains 5186 members 
Mstep: Class 30 contains 3151 members 
Mstep: Class 31 contains 4531 members 
Mstep: Class 32 contains 14117 members 
Mstep: Class 33 contains 8867 members 
Mstep: Class 34 contains 8915 members 
Mstep: Class 35 contains 26684 members 
Mstep: Class 36 contains 44790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155657136.000000 Penalty: 126091.726562
Iteration 100F: 37 clusters Score -1.556571e+08 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 119553 members 
Mstep: Class 2 contains 213705 members 
Mstep: Class 3 contains 1508 members 
Mstep: Class 4 contains 9011 members 
Mstep: Class 5 contains 4375 members 
Mstep: Class 6 contains 1246 members 
Mstep: Class 7 contains 10680 members 
Mstep: Class 8 contains 37344 members 
Mstep: Class 9 contains 1235 members 
Mstep: Class 10 contains 84019 members 
Mstep: Class 11 contains 228986 members 
Mstep: Class 12 contains 75526 members 
Mstep: Class 13 contains 8435 members 
Mstep: Class 14 contains 3913 members 
Mstep: Class 15 contains 2324 members 
Mstep: Class 16 contains 41120 members 
Mstep: Class 17 contains 15607 members 
Mstep: Class 18 contains 950 members 
Mstep: Class 19 contains 38130 members 
Mstep: Class 20 contains 4577 members 
Mstep: Class 21 contains 5311 members 
Mstep: Class 22 contains 1137 members 
Mstep: Class 23 contains 12326 members 
Mstep: Class 24 contains 237060 members 
Mstep: Class 25 contains 3354 members 
Mstep: Class 26 contains 3758 members 
Mstep: Class 27 contains 5555 members 
Mstep: Class 28 contains 73190 members 
Mstep: Class 29 contains 5179 members 
Mstep: Class 30 contains 3151 members 
Mstep: Class 31 contains 4541 members 
Mstep: Class 32 contains 14188 members 
Mstep: Class 33 contains 8864 members 
Mstep: Class 34 contains 8920 members 
Mstep: Class 35 contains 26677 members 
Mstep: Class 36 contains 44788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155657120.000000 Penalty: 126091.726562
Iteration 101Q: 37 clusters Score -1.556571e+08 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 119533 members 
Mstep: Class 2 contains 213697 members 
Mstep: Class 3 contains 1508 members 
Mstep: Class 4 contains 9011 members 
Mstep: Class 5 contains 4374 members 
Mstep: Class 6 contains 1246 members 
Mstep: Class 7 contains 10681 members 
Mstep: Class 8 contains 37341 members 
Mstep: Class 9 contains 1235 members 
Mstep: Class 10 contains 84015 members 
Mstep: Class 11 contains 228975 members 
Mstep: Class 12 contains 75532 members 
Mstep: Class 13 contains 8435 members 
Mstep: Class 14 contains 3912 members 
Mstep: Class 15 contains 2324 members 
Mstep: Class 16 contains 41120 members 
Mstep: Class 17 contains 15608 members 
Mstep: Class 18 contains 950 members 
Mstep: Class 19 contains 38125 members 
Mstep: Class 20 contains 4585 members 
Mstep: Class 21 contains 5317 members 
Mstep: Class 22 contains 1137 members 
Mstep: Class 23 contains 12328 members 
Mstep: Class 24 contains 237053 members 
Mstep: Class 25 contains 3354 members 
Mstep: Class 26 contains 3758 members 
Mstep: Class 27 contains 5556 members 
Mstep: Class 28 contains 73184 members 
Mstep: Class 29 contains 5174 members 
Mstep: Class 30 contains 3151 members 
Mstep: Class 31 contains 4527 members 
Mstep: Class 32 contains 14253 members 
Mstep: Class 33 contains 8860 members 
Mstep: Class 34 contains 8922 members 
Mstep: Class 35 contains 26670 members 
Mstep: Class 36 contains 44792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155657248.000000 Penalty: 126091.726562
Iteration 102Q: 37 clusters Score -1.556572e+08 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 119521 members 
Mstep: Class 2 contains 213681 members 
Mstep: Class 3 contains 1506 members 
Mstep: Class 4 contains 9011 members 
Mstep: Class 5 contains 4376 members 
Mstep: Class 6 contains 1246 members 
Mstep: Class 7 contains 10681 members 
Mstep: Class 8 contains 37339 members 
Mstep: Class 9 contains 1235 members 
Mstep: Class 10 contains 84014 members 
Mstep: Class 11 contains 228964 members 
Mstep: Class 12 contains 75535 members 
Mstep: Class 13 contains 8435 members 
Mstep: Class 14 contains 3911 members 
Mstep: Class 15 contains 2324 members 
Mstep: Class 16 contains 41119 members 
Mstep: Class 17 contains 15607 members 
Mstep: Class 18 contains 950 members 
Mstep: Class 19 contains 38123 members 
Mstep: Class 20 contains 4600 members 
Mstep: Class 21 contains 5319 members 
Mstep: Class 22 contains 1137 members 
Mstep: Class 23 contains 12329 members 
Mstep: Class 24 contains 237046 members 
Mstep: Class 25 contains 3354 members 
Mstep: Class 26 contains 3758 members 
Mstep: Class 27 contains 5557 members 
Mstep: Class 28 contains 73171 members 
Mstep: Class 29 contains 5168 members 
Mstep: Class 30 contains 3151 members 
Mstep: Class 31 contains 4509 members 
Mstep: Class 32 contains 14330 members 
Mstep: Class 33 contains 8857 members 
Mstep: Class 34 contains 8928 members 
Mstep: Class 35 contains 26663 members 
Mstep: Class 36 contains 44788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155657088.000000 Penalty: 126091.726562
Iteration 103Q: 37 clusters Score -1.556571e+08 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 119503 members 
Mstep: Class 2 contains 213657 members 
Mstep: Class 3 contains 1507 members 
Mstep: Class 4 contains 9011 members 
Mstep: Class 5 contains 4376 members 
Mstep: Class 6 contains 1246 members 
Mstep: Class 7 contains 10682 members 
Mstep: Class 8 contains 37339 members 
Mstep: Class 9 contains 1235 members 
Mstep: Class 10 contains 84009 members 
Mstep: Class 11 contains 228949 members 
Mstep: Class 12 contains 75539 members 
Mstep: Class 13 contains 8435 members 
Mstep: Class 14 contains 3911 members 
Mstep: Class 15 contains 2324 members 
Mstep: Class 16 contains 41119 members 
Mstep: Class 17 contains 15606 members 
Mstep: Class 18 contains 949 members 
Mstep: Class 19 contains 38121 members 
Mstep: Class 20 contains 4610 members 
Mstep: Class 21 contains 5319 members 
Mstep: Class 22 contains 1137 members 
Mstep: Class 23 contains 12330 members 
Mstep: Class 24 contains 237042 members 
Mstep: Class 25 contains 3354 members 
Mstep: Class 26 contains 3758 members 
Mstep: Class 27 contains 5557 members 
Mstep: Class 28 contains 73158 members 
Mstep: Class 29 contains 5169 members 
Mstep: Class 30 contains 3151 members 
Mstep: Class 31 contains 4499 members 
Mstep: Class 32 contains 14406 members 
Mstep: Class 33 contains 8854 members 
Mstep: Class 34 contains 8933 members 
Mstep: Class 35 contains 26661 members 
Mstep: Class 36 contains 44787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155657136.000000 Penalty: 126091.726562
Iteration 104Q: 37 clusters Score -1.556571e+08 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 119496 members 
Mstep: Class 2 contains 213650 members 
Mstep: Class 3 contains 1507 members 
Mstep: Class 4 contains 9011 members 
Mstep: Class 5 contains 4375 members 
Mstep: Class 6 contains 1246 members 
Mstep: Class 7 contains 10685 members 
Mstep: Class 8 contains 37338 members 
Mstep: Class 9 contains 1235 members 
Mstep: Class 10 contains 84005 members 
Mstep: Class 11 contains 228936 members 
Mstep: Class 12 contains 75542 members 
Mstep: Class 13 contains 8435 members 
Mstep: Class 14 contains 3911 members 
Mstep: Class 15 contains 2324 members 
Mstep: Class 16 contains 41118 members 
Mstep: Class 17 contains 15603 members 
Mstep: Class 18 contains 949 members 
Mstep: Class 19 contains 38116 members 
Mstep: Class 20 contains 4624 members 
Mstep: Class 21 contains 5316 members 
Mstep: Class 22 contains 1137 members 
Mstep: Class 23 contains 12330 members 
Mstep: Class 24 contains 237041 members 
Mstep: Class 25 contains 3354 members 
Mstep: Class 26 contains 3758 members 
Mstep: Class 27 contains 5557 members 
Mstep: Class 28 contains 73141 members 
Mstep: Class 29 contains 5170 members 
Mstep: Class 30 contains 3151 members 
Mstep: Class 31 contains 4478 members 
Mstep: Class 32 contains 14473 members 
Mstep: Class 33 contains 8851 members 
Mstep: Class 34 contains 8934 members 
Mstep: Class 35 contains 26656 members 
Mstep: Class 36 contains 44790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155657280.000000 Penalty: 126091.726562
Iteration 105Q: 37 clusters Score -1.556573e+08 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 119486 members 
Mstep: Class 2 contains 213644 members 
Mstep: Class 3 contains 1507 members 
Mstep: Class 4 contains 9010 members 
Mstep: Class 5 contains 4375 members 
Mstep: Class 6 contains 1246 members 
Mstep: Class 7 contains 10684 members 
Mstep: Class 8 contains 37336 members 
Mstep: Class 9 contains 1235 members 
Mstep: Class 10 contains 83997 members 
Mstep: Class 11 contains 228919 members 
Mstep: Class 12 contains 75542 members 
Mstep: Class 13 contains 8435 members 
Mstep: Class 14 contains 3911 members 
Mstep: Class 15 contains 2324 members 
Mstep: Class 16 contains 41118 members 
Mstep: Class 17 contains 15599 members 
Mstep: Class 18 contains 949 members 
Mstep: Class 19 contains 38108 members 
Mstep: Class 20 contains 4636 members 
Mstep: Class 21 contains 5316 members 
Mstep: Class 22 contains 1137 members 
Mstep: Class 23 contains 12330 members 
Mstep: Class 24 contains 237037 members 
Mstep: Class 25 contains 3354 members 
Mstep: Class 26 contains 3758 members 
Mstep: Class 27 contains 5558 members 
Mstep: Class 28 contains 73134 members 
Mstep: Class 29 contains 5167 members 
Mstep: Class 30 contains 3151 members 
Mstep: Class 31 contains 4456 members 
Mstep: Class 32 contains 14553 members 
Mstep: Class 33 contains 8851 members 
Mstep: Class 34 contains 8934 members 
Mstep: Class 35 contains 26656 members 
Mstep: Class 36 contains 44790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155657248.000000 Penalty: 126091.726562
Iteration 106Q: 37 clusters Score -1.556572e+08 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 119478 members 
Mstep: Class 2 contains 213624 members 
Mstep: Class 3 contains 1507 members 
Mstep: Class 4 contains 9010 members 
Mstep: Class 5 contains 4375 members 
Mstep: Class 6 contains 1246 members 
Mstep: Class 7 contains 10684 members 
Mstep: Class 8 contains 37332 members 
Mstep: Class 9 contains 1235 members 
Mstep: Class 10 contains 83992 members 
Mstep: Class 11 contains 228913 members 
Mstep: Class 12 contains 75544 members 
Mstep: Class 13 contains 8435 members 
Mstep: Class 14 contains 3911 members 
Mstep: Class 15 contains 2324 members 
Mstep: Class 16 contains 41118 members 
Mstep: Class 17 contains 15597 members 
Mstep: Class 18 contains 949 members 
Mstep: Class 19 contains 38104 members 
Mstep: Class 20 contains 4646 members 
Mstep: Class 21 contains 5314 members 
Mstep: Class 22 contains 1137 members 
Mstep: Class 23 contains 12331 members 
Mstep: Class 24 contains 237029 members 
Mstep: Class 25 contains 3354 members 
Mstep: Class 26 contains 3758 members 
Mstep: Class 27 contains 5558 members 
Mstep: Class 28 contains 73122 members 
Mstep: Class 29 contains 5165 members 
Mstep: Class 30 contains 3151 members 
Mstep: Class 31 contains 4459 members 
Mstep: Class 32 contains 14612 members 
Mstep: Class 33 contains 8851 members 
Mstep: Class 34 contains 8934 members 
Mstep: Class 35 contains 26654 members 
Mstep: Class 36 contains 44790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155657120.000000 Penalty: 126091.726562
Iteration 107Q: 37 clusters Score -1.556571e+08 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 119470 members 
Mstep: Class 2 contains 213613 members 
Mstep: Class 3 contains 1507 members 
Mstep: Class 4 contains 9010 members 
Mstep: Class 5 contains 4375 members 
Mstep: Class 6 contains 1246 members 
Mstep: Class 7 contains 10685 members 
Mstep: Class 8 contains 37328 members 
Mstep: Class 9 contains 1235 members 
Mstep: Class 10 contains 83987 members 
Mstep: Class 11 contains 228911 members 
Mstep: Class 12 contains 75544 members 
Mstep: Class 13 contains 8435 members 
Mstep: Class 14 contains 3911 members 
Mstep: Class 15 contains 2324 members 
Mstep: Class 16 contains 41118 members 
Mstep: Class 17 contains 15598 members 
Mstep: Class 18 contains 949 members 
Mstep: Class 19 contains 38106 members 
Mstep: Class 20 contains 4654 members 
Mstep: Class 21 contains 5314 members 
Mstep: Class 22 contains 1137 members 
Mstep: Class 23 contains 12333 members 
Mstep: Class 24 contains 237025 members 
Mstep: Class 25 contains 3354 members 
Mstep: Class 26 contains 3758 members 
Mstep: Class 27 contains 5558 members 
Mstep: Class 28 contains 73111 members 
Mstep: Class 29 contains 5162 members 
Mstep: Class 30 contains 3151 members 
Mstep: Class 31 contains 4450 members 
Mstep: Class 32 contains 14659 members 
Mstep: Class 33 contains 8851 members 
Mstep: Class 34 contains 8934 members 
Mstep: Class 35 contains 26650 members 
Mstep: Class 36 contains 44790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155657088.000000 Penalty: 126091.726562
Iteration 108Q: 37 clusters Score -1.556571e+08 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 119464 members 
Mstep: Class 2 contains 213601 members 
Mstep: Class 3 contains 1507 members 
Mstep: Class 4 contains 9011 members 
Mstep: Class 5 contains 4375 members 
Mstep: Class 6 contains 1246 members 
Mstep: Class 7 contains 10685 members 
Mstep: Class 8 contains 37328 members 
Mstep: Class 9 contains 1235 members 
Mstep: Class 10 contains 83984 members 
Mstep: Class 11 contains 228900 members 
Mstep: Class 12 contains 75549 members 
Mstep: Class 13 contains 8435 members 
Mstep: Class 14 contains 3911 members 
Mstep: Class 15 contains 2324 members 
Mstep: Class 16 contains 41119 members 
Mstep: Class 17 contains 15600 members 
Mstep: Class 18 contains 949 members 
Mstep: Class 19 contains 38105 members 
Mstep: Class 20 contains 4657 members 
Mstep: Class 21 contains 5312 members 
Mstep: Class 22 contains 1137 members 
Mstep: Class 23 contains 12334 members 
Mstep: Class 24 contains 237021 members 
Mstep: Class 25 contains 3354 members 
Mstep: Class 26 contains 3758 members 
Mstep: Class 27 contains 5558 members 
Mstep: Class 28 contains 73111 members 
Mstep: Class 29 contains 5162 members 
Mstep: Class 30 contains 3151 members 
Mstep: Class 31 contains 4443 members 
Mstep: Class 32 contains 14687 members 
Mstep: Class 33 contains 8851 members 
Mstep: Class 34 contains 8934 members 
Mstep: Class 35 contains 26655 members 
Mstep: Class 36 contains 44790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155657104.000000 Penalty: 126091.726562
Iteration 109Q: 37 clusters Score -1.556571e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 119465 members 
Mstep: Class 2 contains 213603 members 
Mstep: Class 3 contains 1507 members 
Mstep: Class 4 contains 9012 members 
Mstep: Class 5 contains 4375 members 
Mstep: Class 6 contains 1246 members 
Mstep: Class 7 contains 10686 members 
Mstep: Class 8 contains 37329 members 
Mstep: Class 9 contains 1235 members 
Mstep: Class 10 contains 83979 members 
Mstep: Class 11 contains 228891 members 
Mstep: Class 12 contains 75554 members 
Mstep: Class 13 contains 8435 members 
Mstep: Class 14 contains 3911 members 
Mstep: Class 15 contains 2324 members 
Mstep: Class 16 contains 41119 members 
Mstep: Class 17 contains 15600 members 
Mstep: Class 18 contains 949 members 
Mstep: Class 19 contains 38105 members 
Mstep: Class 20 contains 4657 members 
Mstep: Class 21 contains 5307 members 
Mstep: Class 22 contains 1137 members 
Mstep: Class 23 contains 12335 members 
Mstep: Class 24 contains 237019 members 
Mstep: Class 25 contains 3354 members 
Mstep: Class 26 contains 3758 members 
Mstep: Class 27 contains 5558 members 
Mstep: Class 28 contains 73099 members 
Mstep: Class 29 contains 5162 members 
Mstep: Class 30 contains 3151 members 
Mstep: Class 31 contains 4434 members 
Mstep: Class 32 contains 14711 members 
Mstep: Class 33 contains 8851 members 
Mstep: Class 34 contains 8934 members 
Mstep: Class 35 contains 26661 members 
Mstep: Class 36 contains 44790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155657072.000000 Penalty: 126091.726562
Iteration 110Q: 37 clusters Score -1.556571e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 119464 members 
Mstep: Class 2 contains 213600 members 
Mstep: Class 3 contains 1507 members 
Mstep: Class 4 contains 9013 members 
Mstep: Class 5 contains 4375 members 
Mstep: Class 6 contains 1246 members 
Mstep: Class 7 contains 10686 members 
Mstep: Class 8 contains 37328 members 
Mstep: Class 9 contains 1235 members 
Mstep: Class 10 contains 83975 members 
Mstep: Class 11 contains 228877 members 
Mstep: Class 12 contains 75557 members 
Mstep: Class 13 contains 8435 members 
Mstep: Class 14 contains 3911 members 
Mstep: Class 15 contains 2324 members 
Mstep: Class 16 contains 41119 members 
Mstep: Class 17 contains 15600 members 
Mstep: Class 18 contains 949 members 
Mstep: Class 19 contains 38108 members 
Mstep: Class 20 contains 4657 members 
Mstep: Class 21 contains 5309 members 
Mstep: Class 22 contains 1137 members 
Mstep: Class 23 contains 12336 members 
Mstep: Class 24 contains 237018 members 
Mstep: Class 25 contains 3354 members 
Mstep: Class 26 contains 3758 members 
Mstep: Class 27 contains 5558 members 
Mstep: Class 28 contains 73095 members 
Mstep: Class 29 contains 5158 members 
Mstep: Class 30 contains 3151 members 
Mstep: Class 31 contains 4428 members 
Mstep: Class 32 contains 14735 members 
Mstep: Class 33 contains 8851 members 
Mstep: Class 34 contains 8934 members 
Mstep: Class 35 contains 26665 members 
Mstep: Class 36 contains 44790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155657104.000000 Penalty: 126091.726562
Iteration 111Q: 37 clusters Score -1.556571e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 119460 members 
Mstep: Class 2 contains 213599 members 
Mstep: Class 3 contains 1507 members 
Mstep: Class 4 contains 9014 members 
Mstep: Class 5 contains 4375 members 
Mstep: Class 6 contains 1246 members 
Mstep: Class 7 contains 10686 members 
Mstep: Class 8 contains 37328 members 
Mstep: Class 9 contains 1235 members 
Mstep: Class 10 contains 83972 members 
Mstep: Class 11 contains 228869 members 
Mstep: Class 12 contains 75564 members 
Mstep: Class 13 contains 8435 members 
Mstep: Class 14 contains 3911 members 
Mstep: Class 15 contains 2324 members 
Mstep: Class 16 contains 41119 members 
Mstep: Class 17 contains 15600 members 
Mstep: Class 18 contains 949 members 
Mstep: Class 19 contains 38107 members 
Mstep: Class 20 contains 4657 members 
Mstep: Class 21 contains 5312 members 
Mstep: Class 22 contains 1137 members 
Mstep: Class 23 contains 12336 members 
Mstep: Class 24 contains 237014 members 
Mstep: Class 25 contains 3354 members 
Mstep: Class 26 contains 3758 members 
Mstep: Class 27 contains 5558 members 
Mstep: Class 28 contains 73092 members 
Mstep: Class 29 contains 5154 members 
Mstep: Class 30 contains 3151 members 
Mstep: Class 31 contains 4420 members 
Mstep: Class 32 contains 14759 members 
Mstep: Class 33 contains 8851 members 
Mstep: Class 34 contains 8934 members 
Mstep: Class 35 contains 26666 members 
Mstep: Class 36 contains 44790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155657040.000000 Penalty: 126091.726562
Iteration 112Q: 37 clusters Score -1.55657e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 119453 members 
Mstep: Class 2 contains 213600 members 
Mstep: Class 3 contains 1507 members 
Mstep: Class 4 contains 9016 members 
Mstep: Class 5 contains 4375 members 
Mstep: Class 6 contains 1246 members 
Mstep: Class 7 contains 10686 members 
Mstep: Class 8 contains 37328 members 
Mstep: Class 9 contains 1235 members 
Mstep: Class 10 contains 83970 members 
Mstep: Class 11 contains 228869 members 
Mstep: Class 12 contains 75566 members 
Mstep: Class 13 contains 8435 members 
Mstep: Class 14 contains 3911 members 
Mstep: Class 15 contains 2324 members 
Mstep: Class 16 contains 41119 members 
Mstep: Class 17 contains 15598 members 
Mstep: Class 18 contains 949 members 
Mstep: Class 19 contains 38106 members 
Mstep: Class 20 contains 4657 members 
Mstep: Class 21 contains 5317 members 
Mstep: Class 22 contains 1137 members 
Mstep: Class 23 contains 12338 members 
Mstep: Class 24 contains 237015 members 
Mstep: Class 25 contains 3353 members 
Mstep: Class 26 contains 3758 members 
Mstep: Class 27 contains 5558 members 
Mstep: Class 28 contains 73088 members 
Mstep: Class 29 contains 5148 members 
Mstep: Class 30 contains 3151 members 
Mstep: Class 31 contains 4415 members 
Mstep: Class 32 contains 14773 members 
Mstep: Class 33 contains 8851 members 
Mstep: Class 34 contains 8934 members 
Mstep: Class 35 contains 26667 members 
Mstep: Class 36 contains 44790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155656896.000000 Penalty: 126091.726562
Iteration 113Q: 37 clusters Score -1.556569e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 119451 members 
Mstep: Class 2 contains 213597 members 
Mstep: Class 3 contains 1507 members 
Mstep: Class 4 contains 9016 members 
Mstep: Class 5 contains 4375 members 
Mstep: Class 6 contains 1246 members 
Mstep: Class 7 contains 10686 members 
Mstep: Class 8 contains 37328 members 
Mstep: Class 9 contains 1235 members 
Mstep: Class 10 contains 83967 members 
Mstep: Class 11 contains 228868 members 
Mstep: Class 12 contains 75568 members 
Mstep: Class 13 contains 8435 members 
Mstep: Class 14 contains 3911 members 
Mstep: Class 15 contains 2324 members 
Mstep: Class 16 contains 41119 members 
Mstep: Class 17 contains 15595 members 
Mstep: Class 18 contains 949 members 
Mstep: Class 19 contains 38103 members 
Mstep: Class 20 contains 4657 members 
Mstep: Class 21 contains 5319 members 
Mstep: Class 22 contains 1137 members 
Mstep: Class 23 contains 12342 members 
Mstep: Class 24 contains 237014 members 
Mstep: Class 25 contains 3353 members 
Mstep: Class 26 contains 3758 members 
Mstep: Class 27 contains 5558 members 
Mstep: Class 28 contains 73084 members 
Mstep: Class 29 contains 5146 members 
Mstep: Class 30 contains 3151 members 
Mstep: Class 31 contains 4417 members 
Mstep: Class 32 contains 14784 members 
Mstep: Class 33 contains 8851 members 
Mstep: Class 34 contains 8934 members 
Mstep: Class 35 contains 26668 members 
Mstep: Class 36 contains 44790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155656976.000000 Penalty: 126091.726562
Iteration 114Q: 37 clusters Score -1.55657e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 119449 members 
Mstep: Class 2 contains 213597 members 
Mstep: Class 3 contains 1507 members 
Mstep: Class 4 contains 9016 members 
Mstep: Class 5 contains 4375 members 
Mstep: Class 6 contains 1246 members 
Mstep: Class 7 contains 10685 members 
Mstep: Class 8 contains 37328 members 
Mstep: Class 9 contains 1235 members 
Mstep: Class 10 contains 83966 members 
Mstep: Class 11 contains 228869 members 
Mstep: Class 12 contains 75569 members 
Mstep: Class 13 contains 8435 members 
Mstep: Class 14 contains 3911 members 
Mstep: Class 15 contains 2324 members 
Mstep: Class 16 contains 41119 members 
Mstep: Class 17 contains 15595 members 
Mstep: Class 18 contains 949 members 
Mstep: Class 19 contains 38101 members 
Mstep: Class 20 contains 4657 members 
Mstep: Class 21 contains 5321 members 
Mstep: Class 22 contains 1137 members 
Mstep: Class 23 contains 12340 members 
Mstep: Class 24 contains 237015 members 
Mstep: Class 25 contains 3353 members 
Mstep: Class 26 contains 3758 members 
Mstep: Class 27 contains 5558 members 
Mstep: Class 28 contains 73077 members 
Mstep: Class 29 contains 5146 members 
Mstep: Class 30 contains 3151 members 
Mstep: Class 31 contains 4416 members 
Mstep: Class 32 contains 14794 members 
Mstep: Class 33 contains 8851 members 
Mstep: Class 34 contains 8934 members 
Mstep: Class 35 contains 26669 members 
Mstep: Class 36 contains 44790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155656912.000000 Penalty: 126091.726562
Iteration 115Q: 37 clusters Score -1.556569e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 119446 members 
Mstep: Class 2 contains 213593 members 
Mstep: Class 3 contains 1507 members 
Mstep: Class 4 contains 9016 members 
Mstep: Class 5 contains 4375 members 
Mstep: Class 6 contains 1246 members 
Mstep: Class 7 contains 10685 members 
Mstep: Class 8 contains 37328 members 
Mstep: Class 9 contains 1235 members 
Mstep: Class 10 contains 83961 members 
Mstep: Class 11 contains 228868 members 
Mstep: Class 12 contains 75572 members 
Mstep: Class 13 contains 8435 members 
Mstep: Class 14 contains 3911 members 
Mstep: Class 15 contains 2324 members 
Mstep: Class 16 contains 41119 members 
Mstep: Class 17 contains 15595 members 
Mstep: Class 18 contains 949 members 
Mstep: Class 19 contains 38101 members 
Mstep: Class 20 contains 4657 members 
Mstep: Class 21 contains 5321 members 
Mstep: Class 22 contains 1137 members 
Mstep: Class 23 contains 12342 members 
Mstep: Class 24 contains 237016 members 
Mstep: Class 25 contains 3353 members 
Mstep: Class 26 contains 3758 members 
Mstep: Class 27 contains 5559 members 
Mstep: Class 28 contains 73069 members 
Mstep: Class 29 contains 5145 members 
Mstep: Class 30 contains 3151 members 
Mstep: Class 31 contains 4415 members 
Mstep: Class 32 contains 14811 members 
Mstep: Class 33 contains 8851 members 
Mstep: Class 34 contains 8934 members 
Mstep: Class 35 contains 26668 members 
Mstep: Class 36 contains 44790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155656912.000000 Penalty: 126091.726562
Iteration 116Q: 37 clusters Score -1.556569e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 119443 members 
Mstep: Class 2 contains 213592 members 
Mstep: Class 3 contains 1508 members 
Mstep: Class 4 contains 9017 members 
Mstep: Class 5 contains 4375 members 
Mstep: Class 6 contains 1246 members 
Mstep: Class 7 contains 10686 members 
Mstep: Class 8 contains 37328 members 
Mstep: Class 9 contains 1235 members 
Mstep: Class 10 contains 83959 members 
Mstep: Class 11 contains 228866 members 
Mstep: Class 12 contains 75575 members 
Mstep: Class 13 contains 8435 members 
Mstep: Class 14 contains 3911 members 
Mstep: Class 15 contains 2324 members 
Mstep: Class 16 contains 41119 members 
Mstep: Class 17 contains 15595 members 
Mstep: Class 18 contains 949 members 
Mstep: Class 19 contains 38099 members 
Mstep: Class 20 contains 4657 members 
Mstep: Class 21 contains 5320 members 
Mstep: Class 22 contains 1137 members 
Mstep: Class 23 contains 12344 members 
Mstep: Class 24 contains 237020 members 
Mstep: Class 25 contains 3353 members 
Mstep: Class 26 contains 3758 members 
Mstep: Class 27 contains 5559 members 
Mstep: Class 28 contains 73060 members 
Mstep: Class 29 contains 5144 members 
Mstep: Class 30 contains 3151 members 
Mstep: Class 31 contains 4407 members 
Mstep: Class 32 contains 14828 members 
Mstep: Class 33 contains 8851 members 
Mstep: Class 34 contains 8934 members 
Mstep: Class 35 contains 26668 members 
Mstep: Class 36 contains 44790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155656880.000000 Penalty: 126091.726562
Iteration 117Q: 37 clusters Score -1.556569e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 119439 members 
Mstep: Class 2 contains 213590 members 
Mstep: Class 3 contains 1509 members 
Mstep: Class 4 contains 9017 members 
Mstep: Class 5 contains 4375 members 
Mstep: Class 6 contains 1246 members 
Mstep: Class 7 contains 10687 members 
Mstep: Class 8 contains 37328 members 
Mstep: Class 9 contains 1235 members 
Mstep: Class 10 contains 83956 members 
Mstep: Class 11 contains 228866 members 
Mstep: Class 12 contains 75576 members 
Mstep: Class 13 contains 8435 members 
Mstep: Class 14 contains 3911 members 
Mstep: Class 15 contains 2324 members 
Mstep: Class 16 contains 41119 members 
Mstep: Class 17 contains 15595 members 
Mstep: Class 18 contains 949 members 
Mstep: Class 19 contains 38096 members 
Mstep: Class 20 contains 4657 members 
Mstep: Class 21 contains 5321 members 
Mstep: Class 22 contains 1137 members 
Mstep: Class 23 contains 12350 members 
Mstep: Class 24 contains 237017 members 
Mstep: Class 25 contains 3353 members 
Mstep: Class 26 contains 3758 members 
Mstep: Class 27 contains 5561 members 
Mstep: Class 28 contains 73054 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 3151 members 
Mstep: Class 31 contains 4407 members 
Mstep: Class 32 contains 14840 members 
Mstep: Class 33 contains 8851 members 
Mstep: Class 34 contains 8934 members 
Mstep: Class 35 contains 26668 members 
Mstep: Class 36 contains 44790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155656912.000000 Penalty: 126091.726562
Iteration 118Q: 37 clusters Score -1.556569e+08 nChanged 60
Entering ConstructFrom: 
Score: -155656912.000000 Penalty: 126091.726562
Entering ConstructFrom: 
Trying to split cluster 1 (119438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119438 members 
Entering Unmasked Estep 
Score: -14195490.000000 Penalty: 2899.257080
	Iteration 0F: 2 clusters Score -1.419549e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59754 members 
Mstep: Class 2 contains 59684 members 
Entering Unmasked Estep 
Score: -14116311.000000 Penalty: 5798.514160
	Iteration 0F: 3 clusters Score -1.411631e+07 nChanged 56608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61538 members 
Mstep: Class 2 contains 57900 members 
Entering Unmasked Estep 
Score: -14147688.000000 Penalty: 5798.514160
	Iteration 1F: 3 clusters Score -1.414769e+07 nChanged 3713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62857 members 
Mstep: Class 2 contains 56581 members 
Entering Unmasked Estep 
Score: -14148606.000000 Penalty: 5798.514160
	Iteration 2Q: 3 clusters Score -1.414861e+07 nChanged 4251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64966 members 
Mstep: Class 2 contains 54472 members 
Entering Unmasked Estep 
Score: -14149734.000000 Penalty: 5798.514160
	Iteration 3Q: 3 clusters Score -1.414973e+07 nChanged 5199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68153 members 
Mstep: Class 2 contains 51285 members 
Entering Unmasked Estep 
Score: -14152128.000000 Penalty: 5798.514160
	Iteration 4Q: 3 clusters Score -1.415213e+07 nChanged 6913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72846 members 
Mstep: Class 2 contains 46592 members 
Entering Unmasked Estep 
Score: -14156024.000000 Penalty: 5798.514160
	Iteration 5F: 3 clusters Score -1.415602e+07 nChanged 8862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79274 members 
Mstep: Class 2 contains 40164 members 
Entering Unmasked Estep 
Score: -14162126.000000 Penalty: 5798.514160
	Iteration 6F: 3 clusters Score -1.416213e+07 nChanged 9794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86890 members 
Mstep: Class 2 contains 32548 members 
Entering Unmasked Estep 
Score: -14169585.000000 Penalty: 5798.514160
	Iteration 7F: 3 clusters Score -1.416958e+07 nChanged 8965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94303 members 
Mstep: Class 2 contains 25135 members 
Entering Unmasked Estep 
Score: -14177011.000000 Penalty: 5798.514160
	Iteration 8F: 3 clusters Score -1.417701e+07 nChanged 6764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100209 members 
Mstep: Class 2 contains 19229 members 
Entering Unmasked Estep 
Score: -14182958.000000 Penalty: 5798.514160
	Iteration 9F: 3 clusters Score -1.418296e+07 nChanged 4442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104147 members 
Mstep: Class 2 contains 15291 members 
Entering Unmasked Estep 
Score: -14187303.000000 Penalty: 5798.514160
	Iteration 10Q: 3 clusters Score -1.41873e+07 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106545 members 
Mstep: Class 2 contains 12893 members 
Entering Unmasked Estep 
Score: -14190002.000000 Penalty: 5798.514160
	Iteration 11Q: 3 clusters Score -1.419e+07 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108102 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -14191375.000000 Penalty: 5798.514160
	Iteration 12Q: 3 clusters Score -1.419138e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109239 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -14192137.000000 Penalty: 5798.514160
	Iteration 13Q: 3 clusters Score -1.419214e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110144 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -14192574.000000 Penalty: 5798.514160
	Iteration 14Q: 3 clusters Score -1.419257e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110882 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -14192925.000000 Penalty: 5798.514160
	Iteration 15Q: 3 clusters Score -1.419292e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111502 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -14193225.000000 Penalty: 5798.514160
	Iteration 16Q: 3 clusters Score -1.419322e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111979 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -14193369.000000 Penalty: 5798.514160
	Iteration 17Q: 3 clusters Score -1.419337e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112376 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -14193578.000000 Penalty: 5798.514160
	Iteration 18Q: 3 clusters Score -1.419358e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112718 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -14193673.000000 Penalty: 5798.514160
	Iteration 19Q: 3 clusters Score -1.419367e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113011 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -14193736.000000 Penalty: 5798.514160
	Iteration 20F: 3 clusters Score -1.419374e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113251 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -14193820.000000 Penalty: 5798.514160
	Iteration 21Q: 3 clusters Score -1.419382e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113434 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -14193909.000000 Penalty: 5798.514160
	Iteration 22Q: 3 clusters Score -1.419391e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113593 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -14193963.000000 Penalty: 5798.514160
	Iteration 23Q: 3 clusters Score -1.419396e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113722 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -14193949.000000 Penalty: 5798.514160
	Iteration 24Q: 3 clusters Score -1.419395e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113824 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -14193996.000000 Penalty: 5798.514160
	Iteration 25Q: 3 clusters Score -1.4194e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113919 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -14193992.000000 Penalty: 5798.514160
	Iteration 26Q: 3 clusters Score -1.419399e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114008 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -14194010.000000 Penalty: 5798.514160
	Iteration 27Q: 3 clusters Score -1.419401e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114086 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -14194067.000000 Penalty: 5798.514160
	Iteration 28Q: 3 clusters Score -1.419407e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114160 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -14194062.000000 Penalty: 5798.514160
	Iteration 29Q: 3 clusters Score -1.419406e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114216 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -14194081.000000 Penalty: 5798.514160
	Iteration 30Q: 3 clusters Score -1.419408e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114266 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -14194085.000000 Penalty: 5798.514160
	Iteration 31Q: 3 clusters Score -1.419408e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114314 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -14194086.000000 Penalty: 5798.514160
	Iteration 32Q: 3 clusters Score -1.419409e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114349 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -14194073.000000 Penalty: 5798.514160
	Iteration 33Q: 3 clusters Score -1.419407e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114371 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -14194081.000000 Penalty: 5798.514160
	Iteration 34Q: 3 clusters Score -1.419408e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114393 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -14194092.000000 Penalty: 5798.514160
	Iteration 35Q: 3 clusters Score -1.419409e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114415 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -14194105.000000 Penalty: 5798.514160
	Iteration 36Q: 3 clusters Score -1.41941e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114435 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -14194101.000000 Penalty: 5798.514160
	Iteration 37Q: 3 clusters Score -1.41941e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114449 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -14194083.000000 Penalty: 5798.514160
	Iteration 38Q: 3 clusters Score -1.419408e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114458 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -14194093.000000 Penalty: 5798.514160
	Iteration 39Q: 3 clusters Score -1.419409e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114474 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -14194097.000000 Penalty: 5798.514160
	Iteration 40F: 3 clusters Score -1.41941e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114485 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -14194101.000000 Penalty: 5798.514160
	Iteration 41Q: 3 clusters Score -1.41941e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114496 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -14194088.000000 Penalty: 5798.514160
	Iteration 42Q: 3 clusters Score -1.419409e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114507 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -14194092.000000 Penalty: 5798.514160
	Iteration 43Q: 3 clusters Score -1.419409e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114517 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -14194094.000000 Penalty: 5798.514160
	Iteration 44Q: 3 clusters Score -1.419409e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114524 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -14194091.000000 Penalty: 5798.514160
	Iteration 45Q: 3 clusters Score -1.419409e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114531 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -14194100.000000 Penalty: 5798.514160
	Iteration 46Q: 3 clusters Score -1.41941e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114534 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -14194100.000000 Penalty: 5798.514160
	Iteration 47Q: 3 clusters Score -1.41941e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114534 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -14194103.000000 Penalty: 5798.514160
	Iteration 48Q: 3 clusters Score -1.41941e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114535 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -14194096.000000 Penalty: 5798.514160
	Iteration 49Q: 3 clusters Score -1.41941e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114536 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -14194099.000000 Penalty: 5798.514160
	Iteration 50Q: 3 clusters Score -1.41941e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114536 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -14194099.000000 Penalty: 5798.514160
	Iteration 51F: 3 clusters Score -1.41941e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (213593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213593 members 
Entering Unmasked Estep 
Score: -25797926.000000 Penalty: 3043.413330
	Iteration 0F: 2 clusters Score -2.579793e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106808 members 
Mstep: Class 2 contains 106785 members 
Entering Unmasked Estep 
Score: -25668332.000000 Penalty: 6086.826660
	Iteration 0F: 3 clusters Score -2.566833e+07 nChanged 102800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109920 members 
Mstep: Class 2 contains 103673 members 
Entering Unmasked Estep 
Score: -25728012.000000 Penalty: 6086.826660
	Iteration 1F: 3 clusters Score -2.572801e+07 nChanged 5712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111986 members 
Mstep: Class 2 contains 101607 members 
Entering Unmasked Estep 
Score: -25729200.000000 Penalty: 6086.826660
	Iteration 2Q: 3 clusters Score -2.57292e+07 nChanged 6628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115328 members 
Mstep: Class 2 contains 98265 members 
Entering Unmasked Estep 
Score: -25730792.000000 Penalty: 6086.826660
	Iteration 3Q: 3 clusters Score -2.573079e+07 nChanged 7987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120527 members 
Mstep: Class 2 contains 93066 members 
Entering Unmasked Estep 
Score: -25733220.000000 Penalty: 6086.826660
	Iteration 4Q: 3 clusters Score -2.573322e+07 nChanged 10128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128389 members 
Mstep: Class 2 contains 85204 members 
Entering Unmasked Estep 
Score: -25737210.000000 Penalty: 6086.826660
	Iteration 5Q: 3 clusters Score -2.573721e+07 nChanged 12631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139396 members 
Mstep: Class 2 contains 74197 members 
Entering Unmasked Estep 
Score: -25744134.000000 Penalty: 6086.826660
	Iteration 6F: 3 clusters Score -2.574413e+07 nChanged 15198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153536 members 
Mstep: Class 2 contains 60057 members 
Entering Unmasked Estep 
Score: -25754184.000000 Penalty: 6086.826660
	Iteration 7F: 3 clusters Score -2.575418e+07 nChanged 17192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170212 members 
Mstep: Class 2 contains 43381 members 
Entering Unmasked Estep 
Score: -25765124.000000 Penalty: 6086.826660
	Iteration 8F: 3 clusters Score -2.576512e+07 nChanged 16300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186328 members 
Mstep: Class 2 contains 27265 members 
Entering Unmasked Estep 
Score: -25774864.000000 Penalty: 6086.826660
	Iteration 9F: 3 clusters Score -2.577486e+07 nChanged 12618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198922 members 
Mstep: Class 2 contains 14671 members 
Entering Unmasked Estep 
Score: -25783194.000000 Penalty: 6086.826660
	Iteration 10F: 3 clusters Score -2.578319e+07 nChanged 8018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206936 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -25789224.000000 Penalty: 6086.826660
	Iteration 11Q: 3 clusters Score -2.578922e+07 nChanged 3987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210919 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -25792822.000000 Penalty: 6086.826660
	Iteration 12Q: 3 clusters Score -2.579282e+07 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212458 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -25794196.000000 Penalty: 6086.826660
	Iteration 13Q: 3 clusters Score -2.57942e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212976 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -25794790.000000 Penalty: 6086.826660
	Iteration 14Q: 3 clusters Score -2.579479e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213127 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -25794976.000000 Penalty: 6086.826660
	Iteration 15Q: 3 clusters Score -2.579498e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213180 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -25795048.000000 Penalty: 6086.826660
	Iteration 16Q: 3 clusters Score -2.579505e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213204 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -25795098.000000 Penalty: 6086.826660
	Iteration 17Q: 3 clusters Score -2.57951e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213216 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -25795106.000000 Penalty: 6086.826660
	Iteration 18Q: 3 clusters Score -2.579511e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213231 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -25795146.000000 Penalty: 6086.826660
	Iteration 19Q: 3 clusters Score -2.579515e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213246 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -25795178.000000 Penalty: 6086.826660
	Iteration 20F: 3 clusters Score -2.579518e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213253 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -25795212.000000 Penalty: 6086.826660
	Iteration 21Q: 3 clusters Score -2.579521e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213258 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -25795214.000000 Penalty: 6086.826660
	Iteration 22Q: 3 clusters Score -2.579521e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213257 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -25795210.000000 Penalty: 6086.826660
	Iteration 23Q: 3 clusters Score -2.579521e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213261 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -25795232.000000 Penalty: 6086.826660
	Iteration 24Q: 3 clusters Score -2.579523e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213265 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -25795230.000000 Penalty: 6086.826660
	Iteration 25Q: 3 clusters Score -2.579523e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213268 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -25795234.000000 Penalty: 6086.826660
	Iteration 26Q: 3 clusters Score -2.579523e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213271 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -25795248.000000 Penalty: 6086.826660
	Iteration 27Q: 3 clusters Score -2.579525e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213271 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -25795258.000000 Penalty: 6086.826660
	Iteration 28Q: 3 clusters Score -2.579526e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213272 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -25795242.000000 Penalty: 6086.826660
	Iteration 29Q: 3 clusters Score -2.579524e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213273 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -25795256.000000 Penalty: 6086.826660
	Iteration 30Q: 3 clusters Score -2.579526e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213272 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -25795250.000000 Penalty: 6086.826660
	Iteration 31Q: 3 clusters Score -2.579525e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213272 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -25795266.000000 Penalty: 6086.826660
	Iteration 32Q: 3 clusters Score -2.579527e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213274 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -25795258.000000 Penalty: 6086.826660
	Iteration 33Q: 3 clusters Score -2.579526e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213273 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -25795248.000000 Penalty: 6086.826660
	Iteration 34Q: 3 clusters Score -2.579525e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213273 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -25795248.000000 Penalty: 6086.826660
	Iteration 35Q: 3 clusters Score -2.579525e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213274 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -25795254.000000 Penalty: 6086.826660
	Iteration 36Q: 3 clusters Score -2.579525e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213277 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -25795272.000000 Penalty: 6086.826660
	Iteration 37Q: 3 clusters Score -2.579527e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213277 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -25795274.000000 Penalty: 6086.826660
	Iteration 38Q: 3 clusters Score -2.579527e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213279 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -25795268.000000 Penalty: 6086.826660
	Iteration 39Q: 3 clusters Score -2.579527e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213279 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -25795260.000000 Penalty: 6086.826660
	Iteration 40F: 3 clusters Score -2.579526e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213282 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -25795268.000000 Penalty: 6086.826660
	Iteration 41Q: 3 clusters Score -2.579527e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213281 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -25795278.000000 Penalty: 6086.826660
	Iteration 42Q: 3 clusters Score -2.579528e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213281 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -25795278.000000 Penalty: 6086.826660
	Iteration 43F: 3 clusters Score -2.579528e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -146887.187500 Penalty: 1815.162231
	Iteration 0F: 2 clusters Score -146887.2 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: -144684.609375 Penalty: 3630.324463
	Iteration 0F: 3 clusters Score -144684.6 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -145171.046875 Penalty: 3630.324463
	Iteration 1F: 3 clusters Score -145171 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -145377.140625 Penalty: 3630.324463
	Iteration 2F: 3 clusters Score -145377.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -145550.984375 Penalty: 3630.324463
	Iteration 3F: 3 clusters Score -145551 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -145727.078125 Penalty: 3630.324463
	Iteration 4F: 3 clusters Score -145727.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -145900.906250 Penalty: 3630.324463
	Iteration 5F: 3 clusters Score -145900.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -146042.890625 Penalty: 3630.324463
	Iteration 6Q: 3 clusters Score -146042.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -146190.296875 Penalty: 3630.324463
	Iteration 7Q: 3 clusters Score -146190.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -146381.156250 Penalty: 3630.324463
	Iteration 8Q: 3 clusters Score -146381.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -146478.109375 Penalty: 3630.324463
	Iteration 9Q: 3 clusters Score -146478.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -146520.859375 Penalty: 3630.324463
	Iteration 10Q: 3 clusters Score -146520.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -146542.078125 Penalty: 3630.324463
	Iteration 11Q: 3 clusters Score -146542.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -146553.718750 Penalty: 3630.324463
	Iteration 12Q: 3 clusters Score -146553.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -146561.390625 Penalty: 3630.324463
	Iteration 13Q: 3 clusters Score -146561.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -146564.078125 Penalty: 3630.324463
	Iteration 14Q: 3 clusters Score -146564.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -146566.296875 Penalty: 3630.324463
	Iteration 15Q: 3 clusters Score -146566.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -146566.296875 Penalty: 3630.324463
	Iteration 16F: 3 clusters Score -146566.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (9017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Entering Unmasked Estep 
Score: -1036494.875000 Penalty: 2258.502930
	Iteration 0F: 2 clusters Score -1036495 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 4597 members 
Entering Unmasked Estep 
Score: -1029501.437500 Penalty: 4517.005859
	Iteration 0F: 3 clusters Score -1029501 nChanged 3674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -1031557.875000 Penalty: 4517.005859
	Iteration 1F: 3 clusters Score -1031558 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -1031951.937500 Penalty: 4517.005859
	Iteration 2F: 3 clusters Score -1031952 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -1032350.562500 Penalty: 4517.005859
	Iteration 3F: 3 clusters Score -1032351 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -1032790.750000 Penalty: 4517.005859
	Iteration 4F: 3 clusters Score -1032791 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -1033258.312500 Penalty: 4517.005859
	Iteration 5F: 3 clusters Score -1033258 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -1033717.937500 Penalty: 4517.005859
	Iteration 6F: 3 clusters Score -1033718 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -1034122.187500 Penalty: 4517.005859
	Iteration 7F: 3 clusters Score -1034122 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -1034418.062500 Penalty: 4517.005859
	Iteration 8Q: 3 clusters Score -1034418 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -1034664.312500 Penalty: 4517.005859
	Iteration 9Q: 3 clusters Score -1034664 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -1034848.937500 Penalty: 4517.005859
	Iteration 10Q: 3 clusters Score -1034849 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -1034990.375000 Penalty: 4517.005859
	Iteration 11Q: 3 clusters Score -1034990 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -1035084.312500 Penalty: 4517.005859
	Iteration 12Q: 3 clusters Score -1035084 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -1035153.500000 Penalty: 4517.005859
	Iteration 13Q: 3 clusters Score -1035154 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -1035193.500000 Penalty: 4517.005859
	Iteration 14Q: 3 clusters Score -1035194 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -1035230.062500 Penalty: 4517.005859
	Iteration 15Q: 3 clusters Score -1035230 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -1035268.500000 Penalty: 4517.005859
	Iteration 16Q: 3 clusters Score -1035268 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -1035285.625000 Penalty: 4517.005859
	Iteration 17Q: 3 clusters Score -1035286 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -1035295.812500 Penalty: 4517.005859
	Iteration 18Q: 3 clusters Score -1035296 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -1035302.125000 Penalty: 4517.005859
	Iteration 19Q: 3 clusters Score -1035302 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -1035308.625000 Penalty: 4517.005859
	Iteration 20F: 3 clusters Score -1035309 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -1035316.062500 Penalty: 4517.005859
	Iteration 21Q: 3 clusters Score -1035316 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -1035323.125000 Penalty: 4517.005859
	Iteration 22Q: 3 clusters Score -1035323 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -1035325.687500 Penalty: 4517.005859
	Iteration 23Q: 3 clusters Score -1035326 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -1035329.937500 Penalty: 4517.005859
	Iteration 24Q: 3 clusters Score -1035330 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -1035331.375000 Penalty: 4517.005859
	Iteration 25Q: 3 clusters Score -1035331 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -1035335.000000 Penalty: 4517.005859
	Iteration 26Q: 3 clusters Score -1035335 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -1035334.687500 Penalty: 4517.005859
	Iteration 27Q: 3 clusters Score -1035335 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -1035336.937500 Penalty: 4517.005859
	Iteration 28Q: 3 clusters Score -1035337 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -1035338.000000 Penalty: 4517.005859
	Iteration 29Q: 3 clusters Score -1035338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -1035340.750000 Penalty: 4517.005859
	Iteration 30Q: 3 clusters Score -1035341 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -1035340.812500 Penalty: 4517.005859
	Iteration 31Q: 3 clusters Score -1035341 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -1035340.875000 Penalty: 4517.005859
	Iteration 32Q: 3 clusters Score -1035341 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -1035341.125000 Penalty: 4517.005859
	Iteration 33Q: 3 clusters Score -1035341 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -1035341.125000 Penalty: 4517.005859
	Iteration 34F: 3 clusters Score -1035341 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Entering Unmasked Estep 
Score: -477068.468750 Penalty: 2079.148193
	Iteration 0F: 2 clusters Score -477068.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -472952.437500 Penalty: 4158.296387
	Iteration 0F: 3 clusters Score -472952.4 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -473860.593750 Penalty: 4158.296387
	Iteration 1F: 3 clusters Score -473860.6 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -474072.437500 Penalty: 4158.296387
	Iteration 2F: 3 clusters Score -474072.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -474203.656250 Penalty: 4158.296387
	Iteration 3F: 3 clusters Score -474203.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -474289.593750 Penalty: 4158.296387
	Iteration 4Q: 3 clusters Score -474289.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -474353.968750 Penalty: 4158.296387
	Iteration 5Q: 3 clusters Score -474354 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -474396.875000 Penalty: 4158.296387
	Iteration 6Q: 3 clusters Score -474396.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -474426.687500 Penalty: 4158.296387
	Iteration 7Q: 3 clusters Score -474426.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -474449.093750 Penalty: 4158.296387
	Iteration 8Q: 3 clusters Score -474449.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -474472.968750 Penalty: 4158.296387
	Iteration 9Q: 3 clusters Score -474473 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -474497.437500 Penalty: 4158.296387
	Iteration 10Q: 3 clusters Score -474497.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -474517.406250 Penalty: 4158.296387
	Iteration 11Q: 3 clusters Score -474517.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -474532.625000 Penalty: 4158.296387
	Iteration 12Q: 3 clusters Score -474532.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -474549.281250 Penalty: 4158.296387
	Iteration 13Q: 3 clusters Score -474549.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -474562.062500 Penalty: 4158.296387
	Iteration 14Q: 3 clusters Score -474562.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -474574.937500 Penalty: 4158.296387
	Iteration 15Q: 3 clusters Score -474574.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -474587.156250 Penalty: 4158.296387
	Iteration 16Q: 3 clusters Score -474587.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -474598.500000 Penalty: 4158.296387
	Iteration 17Q: 3 clusters Score -474598.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -474606.218750 Penalty: 4158.296387
	Iteration 18Q: 3 clusters Score -474606.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -474617.531250 Penalty: 4158.296387
	Iteration 19Q: 3 clusters Score -474617.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -474633.375000 Penalty: 4158.296387
	Iteration 20F: 3 clusters Score -474633.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -474650.562500 Penalty: 4158.296387
	Iteration 21Q: 3 clusters Score -474650.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -474662.281250 Penalty: 4158.296387
	Iteration 22Q: 3 clusters Score -474662.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -474671.718750 Penalty: 4158.296387
	Iteration 23Q: 3 clusters Score -474671.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -474676.906250 Penalty: 4158.296387
	Iteration 24Q: 3 clusters Score -474676.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -474684.843750 Penalty: 4158.296387
	Iteration 25Q: 3 clusters Score -474684.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -474693.968750 Penalty: 4158.296387
	Iteration 26Q: 3 clusters Score -474694 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -474699.562500 Penalty: 4158.296387
	Iteration 27Q: 3 clusters Score -474699.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -474701.750000 Penalty: 4158.296387
	Iteration 28Q: 3 clusters Score -474701.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -474705.250000 Penalty: 4158.296387
	Iteration 29Q: 3 clusters Score -474705.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -474706.656250 Penalty: 4158.296387
	Iteration 30Q: 3 clusters Score -474706.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -474709.718750 Penalty: 4158.296387
	Iteration 31Q: 3 clusters Score -474709.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -474711.812500 Penalty: 4158.296387
	Iteration 32Q: 3 clusters Score -474711.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -474715.156250 Penalty: 4158.296387
	Iteration 33Q: 3 clusters Score -474715.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -474719.250000 Penalty: 4158.296387
	Iteration 34Q: 3 clusters Score -474719.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -474723.718750 Penalty: 4158.296387
	Iteration 35Q: 3 clusters Score -474723.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -474729.281250 Penalty: 4158.296387
	Iteration 36Q: 3 clusters Score -474729.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -474736.718750 Penalty: 4158.296387
	Iteration 37Q: 3 clusters Score -474736.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -474748.562500 Penalty: 4158.296387
	Iteration 38Q: 3 clusters Score -474748.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -474759.750000 Penalty: 4158.296387
	Iteration 39Q: 3 clusters Score -474759.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -474766.593750 Penalty: 4158.296387
	Iteration 40F: 3 clusters Score -474766.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -474775.500000 Penalty: 4158.296387
	Iteration 41Q: 3 clusters Score -474775.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -474784.312500 Penalty: 4158.296387
	Iteration 42Q: 3 clusters Score -474784.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -474796.281250 Penalty: 4158.296387
	Iteration 43Q: 3 clusters Score -474796.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -474806.250000 Penalty: 4158.296387
	Iteration 44Q: 3 clusters Score -474806.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -474818.281250 Penalty: 4158.296387
	Iteration 45Q: 3 clusters Score -474818.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -474830.656250 Penalty: 4158.296387
	Iteration 46Q: 3 clusters Score -474830.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -474843.593750 Penalty: 4158.296387
	Iteration 47Q: 3 clusters Score -474843.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -474853.937500 Penalty: 4158.296387
	Iteration 48Q: 3 clusters Score -474853.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -474866.218750 Penalty: 4158.296387
	Iteration 49Q: 3 clusters Score -474866.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -474881.343750 Penalty: 4158.296387
	Iteration 50Q: 3 clusters Score -474881.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -474895.625000 Penalty: 4158.296387
	Iteration 51Q: 3 clusters Score -474895.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -474911.218750 Penalty: 4158.296387
	Iteration 52Q: 3 clusters Score -474911.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -474922.718750 Penalty: 4158.296387
	Iteration 53Q: 3 clusters Score -474922.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -474933.843750 Penalty: 4158.296387
	Iteration 54Q: 3 clusters Score -474933.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -474946.781250 Penalty: 4158.296387
	Iteration 55Q: 3 clusters Score -474946.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -474963.312500 Penalty: 4158.296387
	Iteration 56Q: 3 clusters Score -474963.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -474976.937500 Penalty: 4158.296387
	Iteration 57Q: 3 clusters Score -474976.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -475000.750000 Penalty: 4158.296387
	Iteration 58Q: 3 clusters Score -475000.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -475027.812500 Penalty: 4158.296387
	Iteration 59Q: 3 clusters Score -475027.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -475059.625000 Penalty: 4158.296387
	Iteration 60F: 3 clusters Score -475059.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -475096.968750 Penalty: 4158.296387
	Iteration 61Q: 3 clusters Score -475097 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -475137.500000 Penalty: 4158.296387
	Iteration 62Q: 3 clusters Score -475137.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -475168.281250 Penalty: 4158.296387
	Iteration 63Q: 3 clusters Score -475168.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -475201.312500 Penalty: 4158.296387
	Iteration 64Q: 3 clusters Score -475201.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -475228.937500 Penalty: 4158.296387
	Iteration 65Q: 3 clusters Score -475228.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -475247.781250 Penalty: 4158.296387
	Iteration 66Q: 3 clusters Score -475247.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -475268.156250 Penalty: 4158.296387
	Iteration 67Q: 3 clusters Score -475268.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -475288.781250 Penalty: 4158.296387
	Iteration 68Q: 3 clusters Score -475288.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -475303.812500 Penalty: 4158.296387
	Iteration 69Q: 3 clusters Score -475303.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -475322.687500 Penalty: 4158.296387
	Iteration 70Q: 3 clusters Score -475322.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -475342.781250 Penalty: 4158.296387
	Iteration 71Q: 3 clusters Score -475342.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -475358.156250 Penalty: 4158.296387
	Iteration 72Q: 3 clusters Score -475358.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -475368.875000 Penalty: 4158.296387
	Iteration 73Q: 3 clusters Score -475368.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -475380.937500 Penalty: 4158.296387
	Iteration 74Q: 3 clusters Score -475380.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -475385.781250 Penalty: 4158.296387
	Iteration 75Q: 3 clusters Score -475385.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -475393.843750 Penalty: 4158.296387
	Iteration 76Q: 3 clusters Score -475393.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -475401.156250 Penalty: 4158.296387
	Iteration 77Q: 3 clusters Score -475401.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -475411.000000 Penalty: 4158.296387
	Iteration 78Q: 3 clusters Score -475411 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -475419.781250 Penalty: 4158.296387
	Iteration 79Q: 3 clusters Score -475419.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -475424.531250 Penalty: 4158.296387
	Iteration 80F: 3 clusters Score -475424.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -475428.781250 Penalty: 4158.296387
	Iteration 81Q: 3 clusters Score -475428.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -475430.812500 Penalty: 4158.296387
	Iteration 82Q: 3 clusters Score -475430.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -475432.937500 Penalty: 4158.296387
	Iteration 83Q: 3 clusters Score -475432.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -475432.812500 Penalty: 4158.296387
	Iteration 84Q: 3 clusters Score -475432.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -475432.812500 Penalty: 4158.296387
	Iteration 85F: 3 clusters Score -475432.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Entering Unmasked Estep 
Score: -136065.671875 Penalty: 1767.667969
	Iteration 0F: 2 clusters Score -136065.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -133984.453125 Penalty: 3535.335938
	Iteration 0F: 3 clusters Score -133984.5 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -134405.109375 Penalty: 3535.335938
	Iteration 1F: 3 clusters Score -134405.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -134545.125000 Penalty: 3535.335938
	Iteration 2F: 3 clusters Score -134545.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -134623.578125 Penalty: 3535.335938
	Iteration 3F: 3 clusters Score -134623.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -134659.203125 Penalty: 3535.335938
	Iteration 4Q: 3 clusters Score -134659.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -134695.750000 Penalty: 3535.335938
	Iteration 5Q: 3 clusters Score -134695.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -134740.718750 Penalty: 3535.335938
	Iteration 6Q: 3 clusters Score -134740.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -134802.796875 Penalty: 3535.335938
	Iteration 7Q: 3 clusters Score -134802.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -134894.656250 Penalty: 3535.335938
	Iteration 8Q: 3 clusters Score -134894.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -134962.578125 Penalty: 3535.335938
	Iteration 9Q: 3 clusters Score -134962.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -135033.171875 Penalty: 3535.335938
	Iteration 10Q: 3 clusters Score -135033.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -135141.187500 Penalty: 3535.335938
	Iteration 11Q: 3 clusters Score -135141.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -135272.890625 Penalty: 3535.335938
	Iteration 12Q: 3 clusters Score -135272.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -135380.031250 Penalty: 3535.335938
	Iteration 13Q: 3 clusters Score -135380 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -135556.640625 Penalty: 3535.335938
	Iteration 14Q: 3 clusters Score -135556.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -135773.578125 Penalty: 3535.335938
	Iteration 15Q: 3 clusters Score -135773.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -135900.453125 Penalty: 3535.335938
	Iteration 16Q: 3 clusters Score -135900.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -135996.828125 Penalty: 3535.335938
	Iteration 17Q: 3 clusters Score -135996.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -136038.765625 Penalty: 3535.335938
	Iteration 18Q: 3 clusters Score -136038.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -136073.531250 Penalty: 3535.335938
	Iteration 19Q: 3 clusters Score -136073.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -136093.937500 Penalty: 3535.335938
	Iteration 20F: 3 clusters Score -136093.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -136113.343750 Penalty: 3535.335938
	Iteration 21Q: 3 clusters Score -136113.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -136120.750000 Penalty: 3535.335938
	Iteration 22Q: 3 clusters Score -136120.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -136120.750000 Penalty: 3535.335938
	Iteration 23F: 3 clusters Score -136120.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 119438 members 
Mstep: Class 2 contains 213593 members 
Mstep: Class 3 contains 1509 members 
Mstep: Class 4 contains 9017 members 
Mstep: Class 5 contains 4375 members 
Mstep: Class 6 contains 841 members 
Mstep: Class 7 contains 10687 members 
Mstep: Class 8 contains 37325 members 
Mstep: Class 9 contains 1235 members 
Mstep: Class 10 contains 83953 members 
Mstep: Class 11 contains 228865 members 
Mstep: Class 12 contains 75581 members 
Mstep: Class 13 contains 8435 members 
Mstep: Class 14 contains 3911 members 
Mstep: Class 15 contains 2324 members 
Mstep: Class 16 contains 41119 members 
Mstep: Class 17 contains 15595 members 
Mstep: Class 18 contains 949 members 
Mstep: Class 19 contains 38091 members 
Mstep: Class 20 contains 4657 members 
Mstep: Class 21 contains 5327 members 
Mstep: Class 22 contains 1137 members 
Mstep: Class 23 contains 12354 members 
Mstep: Class 24 contains 237015 members 
Mstep: Class 25 contains 3353 members 
Mstep: Class 26 contains 3758 members 
Mstep: Class 27 contains 5563 members 
Mstep: Class 28 contains 73045 members 
Mstep: Class 29 contains 5139 members 
Mstep: Class 30 contains 3151 members 
Mstep: Class 31 contains 4400 members 
Mstep: Class 32 contains 14853 members 
Mstep: Class 33 contains 8851 members 
Mstep: Class 34 contains 8934 members 
Mstep: Class 35 contains 26668 members 
Mstep: Class 36 contains 44790 members 
Mstep: Class 37 contains 405 members 
Entering Unmasked Estep 
Score: -155655280.000000 Penalty: 129594.273438
Splitting cluster 6 changes total score from -155656912.000000 to -155655280.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (10687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Entering Unmasked Estep 
Score: -1228747.000000 Penalty: 2300.642090
	Iteration 0F: 2 clusters Score -1228747 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -1220638.375000 Penalty: 4601.284180
	Iteration 0F: 3 clusters Score -1220638 nChanged 4498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -1223053.625000 Penalty: 4601.284180
	Iteration 1F: 3 clusters Score -1223054 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -1223412.125000 Penalty: 4601.284180
	Iteration 2F: 3 clusters Score -1223412 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -1223641.375000 Penalty: 4601.284180
	Iteration 3F: 3 clusters Score -1223641 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -1223821.125000 Penalty: 4601.284180
	Iteration 4Q: 3 clusters Score -1223821 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1223957.250000 Penalty: 4601.284180
	Iteration 5Q: 3 clusters Score -1223957 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -1224064.000000 Penalty: 4601.284180
	Iteration 6Q: 3 clusters Score -1224064 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -1224167.125000 Penalty: 4601.284180
	Iteration 7Q: 3 clusters Score -1224167 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -1224270.625000 Penalty: 4601.284180
	Iteration 8Q: 3 clusters Score -1224271 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -1224373.875000 Penalty: 4601.284180
	Iteration 9Q: 3 clusters Score -1224374 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -1224489.750000 Penalty: 4601.284180
	Iteration 10Q: 3 clusters Score -1224490 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -1224617.250000 Penalty: 4601.284180
	Iteration 11Q: 3 clusters Score -1224617 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -1224756.000000 Penalty: 4601.284180
	Iteration 12Q: 3 clusters Score -1224756 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -1224899.250000 Penalty: 4601.284180
	Iteration 13Q: 3 clusters Score -1224899 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -1225054.250000 Penalty: 4601.284180
	Iteration 14Q: 3 clusters Score -1225054 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -1225231.375000 Penalty: 4601.284180
	Iteration 15Q: 3 clusters Score -1225231 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -1225443.750000 Penalty: 4601.284180
	Iteration 16Q: 3 clusters Score -1225444 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -1225655.250000 Penalty: 4601.284180
	Iteration 17Q: 3 clusters Score -1225655 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -1225865.625000 Penalty: 4601.284180
	Iteration 18Q: 3 clusters Score -1225866 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1226057.875000 Penalty: 4601.284180
	Iteration 19Q: 3 clusters Score -1226058 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -1226213.000000 Penalty: 4601.284180
	Iteration 20F: 3 clusters Score -1226213 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1226320.375000 Penalty: 4601.284180
	Iteration 21Q: 3 clusters Score -1226320 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1226414.625000 Penalty: 4601.284180
	Iteration 22Q: 3 clusters Score -1226415 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1226491.375000 Penalty: 4601.284180
	Iteration 23Q: 3 clusters Score -1226491 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1226542.250000 Penalty: 4601.284180
	Iteration 24Q: 3 clusters Score -1226542 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1226589.375000 Penalty: 4601.284180
	Iteration 25Q: 3 clusters Score -1226589 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1226647.500000 Penalty: 4601.284180
	Iteration 26Q: 3 clusters Score -1226648 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1226695.625000 Penalty: 4601.284180
	Iteration 27Q: 3 clusters Score -1226696 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1226730.875000 Penalty: 4601.284180
	Iteration 28Q: 3 clusters Score -1226731 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1226768.625000 Penalty: 4601.284180
	Iteration 29Q: 3 clusters Score -1226769 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1226804.125000 Penalty: 4601.284180
	Iteration 30Q: 3 clusters Score -1226804 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1226825.875000 Penalty: 4601.284180
	Iteration 31Q: 3 clusters Score -1226826 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1226843.375000 Penalty: 4601.284180
	Iteration 32Q: 3 clusters Score -1226843 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1226861.000000 Penalty: 4601.284180
	Iteration 33Q: 3 clusters Score -1226861 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1226874.250000 Penalty: 4601.284180
	Iteration 34Q: 3 clusters Score -1226874 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1226891.250000 Penalty: 4601.284180
	Iteration 35Q: 3 clusters Score -1226891 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1226902.375000 Penalty: 4601.284180
	Iteration 36Q: 3 clusters Score -1226902 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1226911.000000 Penalty: 4601.284180
	Iteration 37Q: 3 clusters Score -1226911 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1226920.250000 Penalty: 4601.284180
	Iteration 38Q: 3 clusters Score -1226920 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1226942.375000 Penalty: 4601.284180
	Iteration 39Q: 3 clusters Score -1226942 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1226948.000000 Penalty: 4601.284180
	Iteration 40F: 3 clusters Score -1226948 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1226953.500000 Penalty: 4601.284180
	Iteration 41Q: 3 clusters Score -1226954 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1226957.125000 Penalty: 4601.284180
	Iteration 42Q: 3 clusters Score -1226957 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1226957.625000 Penalty: 4601.284180
	Iteration 43Q: 3 clusters Score -1226958 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1226962.875000 Penalty: 4601.284180
	Iteration 44Q: 3 clusters Score -1226963 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1226967.125000 Penalty: 4601.284180
	Iteration 45Q: 3 clusters Score -1226967 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1226969.125000 Penalty: 4601.284180
	Iteration 46Q: 3 clusters Score -1226969 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1226971.500000 Penalty: 4601.284180
	Iteration 47Q: 3 clusters Score -1226972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1226974.125000 Penalty: 4601.284180
	Iteration 48Q: 3 clusters Score -1226974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1226975.500000 Penalty: 4601.284180
	Iteration 49Q: 3 clusters Score -1226976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1226975.875000 Penalty: 4601.284180
	Iteration 50Q: 3 clusters Score -1226976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1226975.375000 Penalty: 4601.284180
	Iteration 51Q: 3 clusters Score -1226975 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1226975.375000 Penalty: 4601.284180
	Iteration 52F: 3 clusters Score -1226975 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (37325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37325 members 
Entering Unmasked Estep 
Score: -4332141.000000 Penalty: 2610.800049
	Iteration 0F: 2 clusters Score -4332141 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18617 members 
Mstep: Class 2 contains 18708 members 
Entering Unmasked Estep 
Score: -4306765.500000 Penalty: 5221.600098
	Iteration 0F: 3 clusters Score -4306766 nChanged 16968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18781 members 
Mstep: Class 2 contains 18544 members 
Entering Unmasked Estep 
Score: -4316345.000000 Penalty: 5221.600098
	Iteration 1F: 3 clusters Score -4316345 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18956 members 
Mstep: Class 2 contains 18369 members 
Entering Unmasked Estep 
Score: -4317125.500000 Penalty: 5221.600098
	Iteration 2F: 3 clusters Score -4317126 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19213 members 
Mstep: Class 2 contains 18112 members 
Entering Unmasked Estep 
Score: -4317884.000000 Penalty: 5221.600098
	Iteration 3F: 3 clusters Score -4317884 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19483 members 
Mstep: Class 2 contains 17842 members 
Entering Unmasked Estep 
Score: -4318710.500000 Penalty: 5221.600098
	Iteration 4Q: 3 clusters Score -4318710 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19927 members 
Mstep: Class 2 contains 17398 members 
Entering Unmasked Estep 
Score: -4319636.500000 Penalty: 5221.600098
	Iteration 5F: 3 clusters Score -4319636 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20525 members 
Mstep: Class 2 contains 16800 members 
Entering Unmasked Estep 
Score: -4320830.000000 Penalty: 5221.600098
	Iteration 6F: 3 clusters Score -4320830 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21242 members 
Mstep: Class 2 contains 16083 members 
Entering Unmasked Estep 
Score: -4322173.500000 Penalty: 5221.600098
	Iteration 7F: 3 clusters Score -4322174 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22011 members 
Mstep: Class 2 contains 15314 members 
Entering Unmasked Estep 
Score: -4323661.000000 Penalty: 5221.600098
	Iteration 8F: 3 clusters Score -4323661 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22751 members 
Mstep: Class 2 contains 14574 members 
Entering Unmasked Estep 
Score: -4325024.500000 Penalty: 5221.600098
	Iteration 9F: 3 clusters Score -4325024 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23365 members 
Mstep: Class 2 contains 13960 members 
Entering Unmasked Estep 
Score: -4325980.000000 Penalty: 5221.600098
	Iteration 10Q: 3 clusters Score -4325980 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23882 members 
Mstep: Class 2 contains 13443 members 
Entering Unmasked Estep 
Score: -4326566.000000 Penalty: 5221.600098
	Iteration 11Q: 3 clusters Score -4326566 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24325 members 
Mstep: Class 2 contains 13000 members 
Entering Unmasked Estep 
Score: -4326898.000000 Penalty: 5221.600098
	Iteration 12Q: 3 clusters Score -4326898 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24704 members 
Mstep: Class 2 contains 12621 members 
Entering Unmasked Estep 
Score: -4327076.500000 Penalty: 5221.600098
	Iteration 13Q: 3 clusters Score -4327076 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25036 members 
Mstep: Class 2 contains 12289 members 
Entering Unmasked Estep 
Score: -4327233.500000 Penalty: 5221.600098
	Iteration 14Q: 3 clusters Score -4327234 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25375 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -4327358.500000 Penalty: 5221.600098
	Iteration 15Q: 3 clusters Score -4327358 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25721 members 
Mstep: Class 2 contains 11604 members 
Entering Unmasked Estep 
Score: -4327462.500000 Penalty: 5221.600098
	Iteration 16Q: 3 clusters Score -4327462 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26056 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -4327555.500000 Penalty: 5221.600098
	Iteration 17Q: 3 clusters Score -4327556 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26404 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -4327654.000000 Penalty: 5221.600098
	Iteration 18Q: 3 clusters Score -4327654 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26748 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -4327742.500000 Penalty: 5221.600098
	Iteration 19Q: 3 clusters Score -4327742 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27075 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -4327794.500000 Penalty: 5221.600098
	Iteration 20F: 3 clusters Score -4327794 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27421 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -4327900.500000 Penalty: 5221.600098
	Iteration 21Q: 3 clusters Score -4327900 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27731 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -4327972.500000 Penalty: 5221.600098
	Iteration 22Q: 3 clusters Score -4327972 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28010 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -4328035.500000 Penalty: 5221.600098
	Iteration 23Q: 3 clusters Score -4328036 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28295 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -4328134.000000 Penalty: 5221.600098
	Iteration 24Q: 3 clusters Score -4328134 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28576 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -4328185.000000 Penalty: 5221.600098
	Iteration 25Q: 3 clusters Score -4328185 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28857 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -4328252.500000 Penalty: 5221.600098
	Iteration 26Q: 3 clusters Score -4328252 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29124 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -4328336.500000 Penalty: 5221.600098
	Iteration 27Q: 3 clusters Score -4328336 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29382 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -4328396.500000 Penalty: 5221.600098
	Iteration 28Q: 3 clusters Score -4328396 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29641 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -4328465.000000 Penalty: 5221.600098
	Iteration 29Q: 3 clusters Score -4328465 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29885 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -4328530.000000 Penalty: 5221.600098
	Iteration 30Q: 3 clusters Score -4328530 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30139 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -4328595.500000 Penalty: 5221.600098
	Iteration 31Q: 3 clusters Score -4328596 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30392 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -4328697.500000 Penalty: 5221.600098
	Iteration 32Q: 3 clusters Score -4328698 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30654 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -4328791.000000 Penalty: 5221.600098
	Iteration 33Q: 3 clusters Score -4328791 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30908 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -4328864.500000 Penalty: 5221.600098
	Iteration 34Q: 3 clusters Score -4328864 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31134 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -4328929.500000 Penalty: 5221.600098
	Iteration 35Q: 3 clusters Score -4328930 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31356 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -4328992.000000 Penalty: 5221.600098
	Iteration 36Q: 3 clusters Score -4328992 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31561 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -4329059.000000 Penalty: 5221.600098
	Iteration 37Q: 3 clusters Score -4329059 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31745 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -4329142.000000 Penalty: 5221.600098
	Iteration 38Q: 3 clusters Score -4329142 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31916 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -4329186.000000 Penalty: 5221.600098
	Iteration 39Q: 3 clusters Score -4329186 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32064 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -4329220.500000 Penalty: 5221.600098
	Iteration 40F: 3 clusters Score -4329220 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32227 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -4329258.500000 Penalty: 5221.600098
	Iteration 41Q: 3 clusters Score -4329258 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32400 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -4329305.000000 Penalty: 5221.600098
	Iteration 42Q: 3 clusters Score -4329305 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32572 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -4329356.000000 Penalty: 5221.600098
	Iteration 43Q: 3 clusters Score -4329356 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32718 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -4329401.500000 Penalty: 5221.600098
	Iteration 44Q: 3 clusters Score -4329402 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32863 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -4329439.000000 Penalty: 5221.600098
	Iteration 45Q: 3 clusters Score -4329439 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32993 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -4329477.000000 Penalty: 5221.600098
	Iteration 46Q: 3 clusters Score -4329477 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33128 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -4329505.500000 Penalty: 5221.600098
	Iteration 47Q: 3 clusters Score -4329506 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33260 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -4329534.000000 Penalty: 5221.600098
	Iteration 48Q: 3 clusters Score -4329534 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33380 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -4329573.500000 Penalty: 5221.600098
	Iteration 49Q: 3 clusters Score -4329574 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33511 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -4329598.000000 Penalty: 5221.600098
	Iteration 50Q: 3 clusters Score -4329598 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33615 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -4329633.000000 Penalty: 5221.600098
	Iteration 51Q: 3 clusters Score -4329633 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33724 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -4329657.500000 Penalty: 5221.600098
	Iteration 52Q: 3 clusters Score -4329658 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33832 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -4329677.500000 Penalty: 5221.600098
	Iteration 53Q: 3 clusters Score -4329678 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33938 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -4329690.000000 Penalty: 5221.600098
	Iteration 54Q: 3 clusters Score -4329690 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34028 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -4329717.000000 Penalty: 5221.600098
	Iteration 55Q: 3 clusters Score -4329717 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34108 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -4329740.000000 Penalty: 5221.600098
	Iteration 56Q: 3 clusters Score -4329740 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34189 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -4329778.500000 Penalty: 5221.600098
	Iteration 57Q: 3 clusters Score -4329778 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34281 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -4329809.000000 Penalty: 5221.600098
	Iteration 58Q: 3 clusters Score -4329809 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34360 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -4329829.000000 Penalty: 5221.600098
	Iteration 59Q: 3 clusters Score -4329829 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34433 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -4329864.000000 Penalty: 5221.600098
	Iteration 60F: 3 clusters Score -4329864 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34499 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -4329867.500000 Penalty: 5221.600098
	Iteration 61Q: 3 clusters Score -4329868 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34554 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -4329889.000000 Penalty: 5221.600098
	Iteration 62Q: 3 clusters Score -4329889 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34605 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -4329910.500000 Penalty: 5221.600098
	Iteration 63Q: 3 clusters Score -4329910 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34660 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -4329935.500000 Penalty: 5221.600098
	Iteration 64Q: 3 clusters Score -4329936 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34713 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -4329941.000000 Penalty: 5221.600098
	Iteration 65Q: 3 clusters Score -4329941 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34767 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -4329953.000000 Penalty: 5221.600098
	Iteration 66Q: 3 clusters Score -4329953 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34816 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -4329971.500000 Penalty: 5221.600098
	Iteration 67Q: 3 clusters Score -4329972 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34870 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -4329980.500000 Penalty: 5221.600098
	Iteration 68Q: 3 clusters Score -4329980 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34909 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -4329978.500000 Penalty: 5221.600098
	Iteration 69Q: 3 clusters Score -4329978 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34938 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -4329985.000000 Penalty: 5221.600098
	Iteration 70Q: 3 clusters Score -4329985 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34975 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -4329987.500000 Penalty: 5221.600098
	Iteration 71Q: 3 clusters Score -4329988 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35006 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -4329998.500000 Penalty: 5221.600098
	Iteration 72Q: 3 clusters Score -4329998 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35036 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -4330009.500000 Penalty: 5221.600098
	Iteration 73Q: 3 clusters Score -4330010 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35061 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -4330010.000000 Penalty: 5221.600098
	Iteration 74Q: 3 clusters Score -4330010 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35090 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -4330028.000000 Penalty: 5221.600098
	Iteration 75Q: 3 clusters Score -4330028 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35115 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -4330034.500000 Penalty: 5221.600098
	Iteration 76Q: 3 clusters Score -4330034 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35131 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -4330034.500000 Penalty: 5221.600098
	Iteration 77Q: 3 clusters Score -4330034 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35155 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -4330045.500000 Penalty: 5221.600098
	Iteration 78Q: 3 clusters Score -4330046 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35179 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -4330053.500000 Penalty: 5221.600098
	Iteration 79Q: 3 clusters Score -4330054 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35206 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -4330051.000000 Penalty: 5221.600098
	Iteration 80F: 3 clusters Score -4330051 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35227 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -4330053.500000 Penalty: 5221.600098
	Iteration 81Q: 3 clusters Score -4330054 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35246 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -4330069.000000 Penalty: 5221.600098
	Iteration 82Q: 3 clusters Score -4330069 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35260 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -4330064.500000 Penalty: 5221.600098
	Iteration 83Q: 3 clusters Score -4330064 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35270 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -4330067.500000 Penalty: 5221.600098
	Iteration 84Q: 3 clusters Score -4330068 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35282 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -4330076.500000 Penalty: 5221.600098
	Iteration 85Q: 3 clusters Score -4330076 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35295 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -4330078.000000 Penalty: 5221.600098
	Iteration 86Q: 3 clusters Score -4330078 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35313 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -4330084.000000 Penalty: 5221.600098
	Iteration 87Q: 3 clusters Score -4330084 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35326 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -4330081.500000 Penalty: 5221.600098
	Iteration 88Q: 3 clusters Score -4330082 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35344 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -4330083.500000 Penalty: 5221.600098
	Iteration 89Q: 3 clusters Score -4330084 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35353 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -4330078.000000 Penalty: 5221.600098
	Iteration 90Q: 3 clusters Score -4330078 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35365 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -4330085.000000 Penalty: 5221.600098
	Iteration 91Q: 3 clusters Score -4330085 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35374 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -4330091.500000 Penalty: 5221.600098
	Iteration 92Q: 3 clusters Score -4330092 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35387 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -4330089.500000 Penalty: 5221.600098
	Iteration 93Q: 3 clusters Score -4330090 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35399 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -4330095.500000 Penalty: 5221.600098
	Iteration 94Q: 3 clusters Score -4330096 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35407 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -4330095.000000 Penalty: 5221.600098
	Iteration 95Q: 3 clusters Score -4330095 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35416 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -4330094.000000 Penalty: 5221.600098
	Iteration 96Q: 3 clusters Score -4330094 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35428 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -4330096.500000 Penalty: 5221.600098
	Iteration 97Q: 3 clusters Score -4330096 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35440 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -4330093.000000 Penalty: 5221.600098
	Iteration 98Q: 3 clusters Score -4330093 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35454 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -4330088.500000 Penalty: 5221.600098
	Iteration 99Q: 3 clusters Score -4330088 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35459 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -4330086.500000 Penalty: 5221.600098
	Iteration 100F: 3 clusters Score -4330086 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35468 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -4330090.000000 Penalty: 5221.600098
	Iteration 101Q: 3 clusters Score -4330090 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35473 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -4330091.500000 Penalty: 5221.600098
	Iteration 102Q: 3 clusters Score -4330092 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35478 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -4330088.500000 Penalty: 5221.600098
	Iteration 103Q: 3 clusters Score -4330088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35483 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -4330090.500000 Penalty: 5221.600098
	Iteration 104Q: 3 clusters Score -4330090 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35490 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -4330097.000000 Penalty: 5221.600098
	Iteration 105Q: 3 clusters Score -4330097 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35496 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -4330098.000000 Penalty: 5221.600098
	Iteration 106Q: 3 clusters Score -4330098 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35507 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -4330103.500000 Penalty: 5221.600098
	Iteration 107Q: 3 clusters Score -4330104 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35515 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -4330101.000000 Penalty: 5221.600098
	Iteration 108Q: 3 clusters Score -4330101 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35521 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -4330103.500000 Penalty: 5221.600098
	Iteration 109Q: 3 clusters Score -4330104 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35527 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -4330110.000000 Penalty: 5221.600098
	Iteration 110Q: 3 clusters Score -4330110 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35534 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -4330112.000000 Penalty: 5221.600098
	Iteration 111Q: 3 clusters Score -4330112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35538 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -4330112.500000 Penalty: 5221.600098
	Iteration 112Q: 3 clusters Score -4330112 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35544 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -4330112.500000 Penalty: 5221.600098
	Iteration 113Q: 3 clusters Score -4330112 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35551 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -4330115.000000 Penalty: 5221.600098
	Iteration 114Q: 3 clusters Score -4330115 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35558 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -4330122.500000 Penalty: 5221.600098
	Iteration 115Q: 3 clusters Score -4330122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35564 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -4330119.000000 Penalty: 5221.600098
	Iteration 116Q: 3 clusters Score -4330119 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35567 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -4330120.500000 Penalty: 5221.600098
	Iteration 117Q: 3 clusters Score -4330120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35570 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -4330124.000000 Penalty: 5221.600098
	Iteration 118Q: 3 clusters Score -4330124 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35576 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -4330121.000000 Penalty: 5221.600098
	Iteration 119Q: 3 clusters Score -4330121 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35581 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -4330120.500000 Penalty: 5221.600098
	Iteration 120F: 3 clusters Score -4330120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35584 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -4330119.500000 Penalty: 5221.600098
	Iteration 121Q: 3 clusters Score -4330120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35585 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -4330118.500000 Penalty: 5221.600098
	Iteration 122Q: 3 clusters Score -4330118 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35585 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -4330118.500000 Penalty: 5221.600098
	Iteration 123F: 3 clusters Score -4330118 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Entering Unmasked Estep 
Score: -130977.195312 Penalty: 1765.468994
	Iteration 0F: 2 clusters Score -130977.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -128992.851562 Penalty: 3530.937988
	Iteration 0F: 3 clusters Score -128992.9 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -129688.882812 Penalty: 3530.937988
	Iteration 1F: 3 clusters Score -129688.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -130326.492188 Penalty: 3530.937988
	Iteration 2F: 3 clusters Score -130326.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -130856.578125 Penalty: 3530.937988
	Iteration 3F: 3 clusters Score -130856.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -131306.968750 Penalty: 3530.937988
	Iteration 4F: 3 clusters Score -131307 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -131661.656250 Penalty: 3530.937988
	Iteration 5F: 3 clusters Score -131661.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -131834.828125 Penalty: 3530.937988
	Iteration 6Q: 3 clusters Score -131834.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -131894.156250 Penalty: 3530.937988
	Iteration 7Q: 3 clusters Score -131894.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -131903.375000 Penalty: 3530.937988
	Iteration 8Q: 3 clusters Score -131903.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -131903.375000 Penalty: 3530.937988
	Iteration 9F: 3 clusters Score -131903.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 119438 members 
Mstep: Class 2 contains 213593 members 
Mstep: Class 3 contains 1509 members 
Mstep: Class 4 contains 9017 members 
Mstep: Class 5 contains 4375 members 
Mstep: Class 6 contains 1246 members 
Mstep: Class 7 contains 10687 members 
Mstep: Class 8 contains 37325 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 83953 members 
Mstep: Class 11 contains 228865 members 
Mstep: Class 12 contains 75581 members 
Mstep: Class 13 contains 8435 members 
Mstep: Class 14 contains 3911 members 
Mstep: Class 15 contains 2324 members 
Mstep: Class 16 contains 41119 members 
Mstep: Class 17 contains 15595 members 
Mstep: Class 18 contains 949 members 
Mstep: Class 19 contains 38091 members 
Mstep: Class 20 contains 4657 members 
Mstep: Class 21 contains 5327 members 
Mstep: Class 22 contains 1137 members 
Mstep: Class 23 contains 12354 members 
Mstep: Class 24 contains 237015 members 
Mstep: Class 25 contains 3353 members 
Mstep: Class 26 contains 3758 members 
Mstep: Class 27 contains 5563 members 
Mstep: Class 28 contains 73045 members 
Mstep: Class 29 contains 5139 members 
Mstep: Class 30 contains 3151 members 
Mstep: Class 31 contains 4400 members 
Mstep: Class 32 contains 14853 members 
Mstep: Class 33 contains 8851 members 
Mstep: Class 34 contains 8934 members 
Mstep: Class 35 contains 26668 members 
Mstep: Class 36 contains 44790 members 
Mstep: Class 37 contains 768 members 
Entering Unmasked Estep 
Score: -155656048.000000 Penalty: 129594.273438
Splitting cluster 9 changes total score from -155656912.000000 to -155656048.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (83953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83953 members 
Entering Unmasked Estep 
Score: -9927289.000000 Penalty: 2811.827148
	Iteration 0F: 2 clusters Score -9927289 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41900 members 
Mstep: Class 2 contains 42053 members 
Entering Unmasked Estep 
Score: -9871131.000000 Penalty: 5623.654297
	Iteration 0F: 3 clusters Score -9871131 nChanged 39442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41280 members 
Mstep: Class 2 contains 42673 members 
Entering Unmasked Estep 
Score: -9893374.000000 Penalty: 5623.654297
	Iteration 1F: 3 clusters Score -9893374 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40870 members 
Mstep: Class 2 contains 43083 members 
Entering Unmasked Estep 
Score: -9893920.000000 Penalty: 5623.654297
	Iteration 2Q: 3 clusters Score -9893920 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40299 members 
Mstep: Class 2 contains 43654 members 
Entering Unmasked Estep 
Score: -9894488.000000 Penalty: 5623.654297
	Iteration 3Q: 3 clusters Score -9894488 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39445 members 
Mstep: Class 2 contains 44508 members 
Entering Unmasked Estep 
Score: -9895040.000000 Penalty: 5623.654297
	Iteration 4Q: 3 clusters Score -9895040 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38109 members 
Mstep: Class 2 contains 45844 members 
Entering Unmasked Estep 
Score: -9895593.000000 Penalty: 5623.654297
	Iteration 5Q: 3 clusters Score -9895593 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36207 members 
Mstep: Class 2 contains 47746 members 
Entering Unmasked Estep 
Score: -9896312.000000 Penalty: 5623.654297
	Iteration 6Q: 3 clusters Score -9896312 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33448 members 
Mstep: Class 2 contains 50505 members 
Entering Unmasked Estep 
Score: -9897379.000000 Penalty: 5623.654297
	Iteration 7Q: 3 clusters Score -9897379 nChanged 4005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29551 members 
Mstep: Class 2 contains 54402 members 
Entering Unmasked Estep 
Score: -9899327.000000 Penalty: 5623.654297
	Iteration 8Q: 3 clusters Score -9899327 nChanged 5426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24159 members 
Mstep: Class 2 contains 59794 members 
Entering Unmasked Estep 
Score: -9902711.000000 Penalty: 5623.654297
	Iteration 9F: 3 clusters Score -9902711 nChanged 6784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17381 members 
Mstep: Class 2 contains 66572 members 
Entering Unmasked Estep 
Score: -9908023.000000 Penalty: 5623.654297
	Iteration 10F: 3 clusters Score -9908023 nChanged 6981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 73553 members 
Entering Unmasked Estep 
Score: -9914428.000000 Penalty: 5623.654297
	Iteration 11F: 3 clusters Score -9914428 nChanged 5699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 79252 members 
Entering Unmasked Estep 
Score: -9920044.000000 Penalty: 5623.654297
	Iteration 12F: 3 clusters Score -9920044 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 82295 members 
Entering Unmasked Estep 
Score: -9923067.000000 Penalty: 5623.654297
	Iteration 13Q: 3 clusters Score -9923067 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 83422 members 
Entering Unmasked Estep 
Score: -9924170.000000 Penalty: 5623.654297
	Iteration 14Q: 3 clusters Score -9924170 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 83694 members 
Entering Unmasked Estep 
Score: -9924521.000000 Penalty: 5623.654297
	Iteration 15Q: 3 clusters Score -9924521 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 83750 members 
Entering Unmasked Estep 
Score: -9924642.000000 Penalty: 5623.654297
	Iteration 16Q: 3 clusters Score -9924642 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 83769 members 
Entering Unmasked Estep 
Score: -9924696.000000 Penalty: 5623.654297
	Iteration 17Q: 3 clusters Score -9924696 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 83773 members 
Entering Unmasked Estep 
Score: -9924730.000000 Penalty: 5623.654297
	Iteration 18Q: 3 clusters Score -9924730 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 83778 members 
Entering Unmasked Estep 
Score: -9924750.000000 Penalty: 5623.654297
	Iteration 19Q: 3 clusters Score -9924750 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 83781 members 
Entering Unmasked Estep 
Score: -9924776.000000 Penalty: 5623.654297
	Iteration 20F: 3 clusters Score -9924776 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 83781 members 
Entering Unmasked Estep 
Score: -9924782.000000 Penalty: 5623.654297
	Iteration 21Q: 3 clusters Score -9924782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 83782 members 
Entering Unmasked Estep 
Score: -9924786.000000 Penalty: 5623.654297
	Iteration 22Q: 3 clusters Score -9924786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 83781 members 
Entering Unmasked Estep 
Score: -9924792.000000 Penalty: 5623.654297
	Iteration 23Q: 3 clusters Score -9924792 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 83781 members 
Entering Unmasked Estep 
Score: -9924792.000000 Penalty: 5623.654297
	Iteration 24F: 3 clusters Score -9924792 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (228865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228865 members 
Entering Unmasked Estep 
Score: -27097920.000000 Penalty: 3060.540283
	Iteration 0F: 2 clusters Score -2.709792e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114595 members 
Mstep: Class 2 contains 114270 members 
Entering Unmasked Estep 
Score: -26944880.000000 Penalty: 6121.080566
	Iteration 0F: 3 clusters Score -2.694488e+07 nChanged 110333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119774 members 
Mstep: Class 2 contains 109091 members 
Entering Unmasked Estep 
Score: -27009022.000000 Penalty: 6121.080566
	Iteration 1F: 3 clusters Score -2.700902e+07 nChanged 6230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122850 members 
Mstep: Class 2 contains 106015 members 
Entering Unmasked Estep 
Score: -27010424.000000 Penalty: 6121.080566
	Iteration 2Q: 3 clusters Score -2.701042e+07 nChanged 7213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127693 members 
Mstep: Class 2 contains 101172 members 
Entering Unmasked Estep 
Score: -27012284.000000 Penalty: 6121.080566
	Iteration 3Q: 3 clusters Score -2.701228e+07 nChanged 9070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135263 members 
Mstep: Class 2 contains 93602 members 
Entering Unmasked Estep 
Score: -27015668.000000 Penalty: 6121.080566
	Iteration 4Q: 3 clusters Score -2.701567e+07 nChanged 12044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146507 members 
Mstep: Class 2 contains 82358 members 
Entering Unmasked Estep 
Score: -27021758.000000 Penalty: 6121.080566
	Iteration 5F: 3 clusters Score -2.702176e+07 nChanged 16178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162337 members 
Mstep: Class 2 contains 66528 members 
Entering Unmasked Estep 
Score: -27032422.000000 Penalty: 6121.080566
	Iteration 6F: 3 clusters Score -2.703242e+07 nChanged 19771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182030 members 
Mstep: Class 2 contains 46835 members 
Entering Unmasked Estep 
Score: -27048902.000000 Penalty: 6121.080566
	Iteration 7F: 3 clusters Score -2.70489e+07 nChanged 19995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201997 members 
Mstep: Class 2 contains 26868 members 
Entering Unmasked Estep 
Score: -27068620.000000 Penalty: 6121.080566
	Iteration 8F: 3 clusters Score -2.706862e+07 nChanged 14937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216926 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -27083854.000000 Penalty: 6121.080566
	Iteration 9F: 3 clusters Score -2.708385e+07 nChanged 7644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224568 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -27091370.000000 Penalty: 6121.080566
	Iteration 10Q: 3 clusters Score -2.709137e+07 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227372 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -27094074.000000 Penalty: 6121.080566
	Iteration 11Q: 3 clusters Score -2.709407e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228197 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -27094808.000000 Penalty: 6121.080566
	Iteration 12Q: 3 clusters Score -2.709481e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228430 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -27095068.000000 Penalty: 6121.080566
	Iteration 13Q: 3 clusters Score -2.709507e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228512 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -27095192.000000 Penalty: 6121.080566
	Iteration 14Q: 3 clusters Score -2.709519e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228535 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -27095242.000000 Penalty: 6121.080566
	Iteration 15Q: 3 clusters Score -2.709524e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228551 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -27095248.000000 Penalty: 6121.080566
	Iteration 16Q: 3 clusters Score -2.709525e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228564 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -27095270.000000 Penalty: 6121.080566
	Iteration 17Q: 3 clusters Score -2.709527e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228573 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -27095282.000000 Penalty: 6121.080566
	Iteration 18Q: 3 clusters Score -2.709528e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228584 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -27095316.000000 Penalty: 6121.080566
	Iteration 19Q: 3 clusters Score -2.709532e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228591 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -27095326.000000 Penalty: 6121.080566
	Iteration 20F: 3 clusters Score -2.709533e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228593 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -27095338.000000 Penalty: 6121.080566
	Iteration 21Q: 3 clusters Score -2.709534e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228594 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -27095342.000000 Penalty: 6121.080566
	Iteration 22Q: 3 clusters Score -2.709534e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228596 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -27095334.000000 Penalty: 6121.080566
	Iteration 23Q: 3 clusters Score -2.709533e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228598 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -27095330.000000 Penalty: 6121.080566
	Iteration 24Q: 3 clusters Score -2.709533e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228599 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -27095340.000000 Penalty: 6121.080566
	Iteration 25Q: 3 clusters Score -2.709534e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228599 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -27095338.000000 Penalty: 6121.080566
	Iteration 26Q: 3 clusters Score -2.709534e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228602 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -27095358.000000 Penalty: 6121.080566
	Iteration 27Q: 3 clusters Score -2.709536e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228602 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -27095360.000000 Penalty: 6121.080566
	Iteration 28Q: 3 clusters Score -2.709536e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228602 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -27095360.000000 Penalty: 6121.080566
	Iteration 29F: 3 clusters Score -2.709536e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (75581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75581 members 
Entering Unmasked Estep 
Score: -8920960.000000 Penalty: 2785.773926
	Iteration 0F: 2 clusters Score -8920960 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37976 members 
Mstep: Class 2 contains 37605 members 
Entering Unmasked Estep 
Score: -8870311.000000 Penalty: 5571.547852
	Iteration 0F: 3 clusters Score -8870311 nChanged 35536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39424 members 
Mstep: Class 2 contains 36157 members 
Entering Unmasked Estep 
Score: -8890458.000000 Penalty: 5571.547852
	Iteration 1F: 3 clusters Score -8890458 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40281 members 
Mstep: Class 2 contains 35300 members 
Entering Unmasked Estep 
Score: -8891204.000000 Penalty: 5571.547852
	Iteration 2Q: 3 clusters Score -8891204 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41502 members 
Mstep: Class 2 contains 34079 members 
Entering Unmasked Estep 
Score: -8892036.000000 Penalty: 5571.547852
	Iteration 3Q: 3 clusters Score -8892036 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43271 members 
Mstep: Class 2 contains 32310 members 
Entering Unmasked Estep 
Score: -8893092.000000 Penalty: 5571.547852
	Iteration 4Q: 3 clusters Score -8893092 nChanged 3280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45785 members 
Mstep: Class 2 contains 29796 members 
Entering Unmasked Estep 
Score: -8894661.000000 Penalty: 5571.547852
	Iteration 5Q: 3 clusters Score -8894661 nChanged 3830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49165 members 
Mstep: Class 2 contains 26416 members 
Entering Unmasked Estep 
Score: -8896962.000000 Penalty: 5571.547852
	Iteration 6F: 3 clusters Score -8896962 nChanged 4499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53440 members 
Mstep: Class 2 contains 22141 members 
Entering Unmasked Estep 
Score: -8900113.000000 Penalty: 5571.547852
	Iteration 7F: 3 clusters Score -8900113 nChanged 4972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58328 members 
Mstep: Class 2 contains 17253 members 
Entering Unmasked Estep 
Score: -8904025.000000 Penalty: 5571.547852
	Iteration 8F: 3 clusters Score -8904025 nChanged 5041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63337 members 
Mstep: Class 2 contains 12244 members 
Entering Unmasked Estep 
Score: -8908269.000000 Penalty: 5571.547852
	Iteration 9F: 3 clusters Score -8908269 nChanged 4456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67783 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -8912246.000000 Penalty: 5571.547852
	Iteration 10F: 3 clusters Score -8912246 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71132 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -8915121.000000 Penalty: 5571.547852
	Iteration 11Q: 3 clusters Score -8915121 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73100 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -8916810.000000 Penalty: 5571.547852
	Iteration 12Q: 3 clusters Score -8916810 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74104 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -8917616.000000 Penalty: 5571.547852
	Iteration 13Q: 3 clusters Score -8917616 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74561 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -8917987.000000 Penalty: 5571.547852
	Iteration 14Q: 3 clusters Score -8917987 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74800 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -8918183.000000 Penalty: 5571.547852
	Iteration 15Q: 3 clusters Score -8918183 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74938 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -8918311.000000 Penalty: 5571.547852
	Iteration 16Q: 3 clusters Score -8918311 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75021 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -8918389.000000 Penalty: 5571.547852
	Iteration 17Q: 3 clusters Score -8918389 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75074 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -8918445.000000 Penalty: 5571.547852
	Iteration 18Q: 3 clusters Score -8918445 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75104 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -8918489.000000 Penalty: 5571.547852
	Iteration 19Q: 3 clusters Score -8918489 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75129 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -8918544.000000 Penalty: 5571.547852
	Iteration 20F: 3 clusters Score -8918544 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75141 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -8918576.000000 Penalty: 5571.547852
	Iteration 21Q: 3 clusters Score -8918576 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75146 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -8918574.000000 Penalty: 5571.547852
	Iteration 22Q: 3 clusters Score -8918574 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75153 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -8918581.000000 Penalty: 5571.547852
	Iteration 23Q: 3 clusters Score -8918581 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75158 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -8918582.000000 Penalty: 5571.547852
	Iteration 24Q: 3 clusters Score -8918582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75160 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -8918589.000000 Penalty: 5571.547852
	Iteration 25Q: 3 clusters Score -8918589 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75162 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -8918593.000000 Penalty: 5571.547852
	Iteration 26Q: 3 clusters Score -8918593 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75167 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -8918599.000000 Penalty: 5571.547852
	Iteration 27Q: 3 clusters Score -8918599 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75170 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -8918600.000000 Penalty: 5571.547852
	Iteration 28Q: 3 clusters Score -8918600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75172 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -8918598.000000 Penalty: 5571.547852
	Iteration 29Q: 3 clusters Score -8918598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75174 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -8918602.000000 Penalty: 5571.547852
	Iteration 30Q: 3 clusters Score -8918602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75176 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -8918603.000000 Penalty: 5571.547852
	Iteration 31Q: 3 clusters Score -8918603 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75177 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -8918603.000000 Penalty: 5571.547852
	Iteration 32Q: 3 clusters Score -8918603 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75177 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -8918603.000000 Penalty: 5571.547852
	Iteration 33F: 3 clusters Score -8918603 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (8435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Entering Unmasked Estep 
Score: -945847.000000 Penalty: 2241.956055
	Iteration 0F: 2 clusters Score -945847 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -939171.437500 Penalty: 4483.912109
	Iteration 0F: 3 clusters Score -939171.4 nChanged 3453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -940929.062500 Penalty: 4483.912109
	Iteration 1F: 3 clusters Score -940929.1 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -941177.937500 Penalty: 4483.912109
	Iteration 2F: 3 clusters Score -941177.9 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -941401.875000 Penalty: 4483.912109
	Iteration 3F: 3 clusters Score -941401.9 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -941597.437500 Penalty: 4483.912109
	Iteration 4Q: 3 clusters Score -941597.4 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -941748.812500 Penalty: 4483.912109
	Iteration 5Q: 3 clusters Score -941748.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -941870.187500 Penalty: 4483.912109
	Iteration 6Q: 3 clusters Score -941870.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -941979.375000 Penalty: 4483.912109
	Iteration 7Q: 3 clusters Score -941979.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -942075.187500 Penalty: 4483.912109
	Iteration 8Q: 3 clusters Score -942075.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -942161.812500 Penalty: 4483.912109
	Iteration 9Q: 3 clusters Score -942161.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -942263.250000 Penalty: 4483.912109
	Iteration 10Q: 3 clusters Score -942263.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -942381.187500 Penalty: 4483.912109
	Iteration 11Q: 3 clusters Score -942381.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -942494.562500 Penalty: 4483.912109
	Iteration 12Q: 3 clusters Score -942494.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -942610.125000 Penalty: 4483.912109
	Iteration 13Q: 3 clusters Score -942610.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -942722.437500 Penalty: 4483.912109
	Iteration 14Q: 3 clusters Score -942722.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -942829.875000 Penalty: 4483.912109
	Iteration 15Q: 3 clusters Score -942829.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -942941.750000 Penalty: 4483.912109
	Iteration 16Q: 3 clusters Score -942941.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -943062.125000 Penalty: 4483.912109
	Iteration 17Q: 3 clusters Score -943062.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -943183.687500 Penalty: 4483.912109
	Iteration 18Q: 3 clusters Score -943183.7 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -943328.187500 Penalty: 4483.912109
	Iteration 19Q: 3 clusters Score -943328.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -943439.375000 Penalty: 4483.912109
	Iteration 20F: 3 clusters Score -943439.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -943537.250000 Penalty: 4483.912109
	Iteration 21Q: 3 clusters Score -943537.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -943618.125000 Penalty: 4483.912109
	Iteration 22Q: 3 clusters Score -943618.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -943692.750000 Penalty: 4483.912109
	Iteration 23Q: 3 clusters Score -943692.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -943745.312500 Penalty: 4483.912109
	Iteration 24Q: 3 clusters Score -943745.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -943781.250000 Penalty: 4483.912109
	Iteration 25Q: 3 clusters Score -943781.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -943807.687500 Penalty: 4483.912109
	Iteration 26Q: 3 clusters Score -943807.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -943835.312500 Penalty: 4483.912109
	Iteration 27Q: 3 clusters Score -943835.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -943858.312500 Penalty: 4483.912109
	Iteration 28Q: 3 clusters Score -943858.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -943879.500000 Penalty: 4483.912109
	Iteration 29Q: 3 clusters Score -943879.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -943895.312500 Penalty: 4483.912109
	Iteration 30Q: 3 clusters Score -943895.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -943906.562500 Penalty: 4483.912109
	Iteration 31Q: 3 clusters Score -943906.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -943914.750000 Penalty: 4483.912109
	Iteration 32Q: 3 clusters Score -943914.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -943927.187500 Penalty: 4483.912109
	Iteration 33Q: 3 clusters Score -943927.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -943937.312500 Penalty: 4483.912109
	Iteration 34Q: 3 clusters Score -943937.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -943953.125000 Penalty: 4483.912109
	Iteration 35Q: 3 clusters Score -943953.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -943966.437500 Penalty: 4483.912109
	Iteration 36Q: 3 clusters Score -943966.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -943977.250000 Penalty: 4483.912109
	Iteration 37Q: 3 clusters Score -943977.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -943986.250000 Penalty: 4483.912109
	Iteration 38Q: 3 clusters Score -943986.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -943992.312500 Penalty: 4483.912109
	Iteration 39Q: 3 clusters Score -943992.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -943997.562500 Penalty: 4483.912109
	Iteration 40F: 3 clusters Score -943997.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -944003.375000 Penalty: 4483.912109
	Iteration 41Q: 3 clusters Score -944003.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -944005.937500 Penalty: 4483.912109
	Iteration 42Q: 3 clusters Score -944005.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -944012.437500 Penalty: 4483.912109
	Iteration 43Q: 3 clusters Score -944012.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -944013.000000 Penalty: 4483.912109
	Iteration 44Q: 3 clusters Score -944013 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -944014.250000 Penalty: 4483.912109
	Iteration 45Q: 3 clusters Score -944014.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -944016.000000 Penalty: 4483.912109
	Iteration 46Q: 3 clusters Score -944016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -944016.312500 Penalty: 4483.912109
	Iteration 47Q: 3 clusters Score -944016.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -944017.562500 Penalty: 4483.912109
	Iteration 48Q: 3 clusters Score -944017.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -944020.062500 Penalty: 4483.912109
	Iteration 49Q: 3 clusters Score -944020.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -944020.562500 Penalty: 4483.912109
	Iteration 50Q: 3 clusters Score -944020.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -944025.687500 Penalty: 4483.912109
	Iteration 51Q: 3 clusters Score -944025.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -944025.687500 Penalty: 4483.912109
	Iteration 52Q: 3 clusters Score -944025.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -944030.250000 Penalty: 4483.912109
	Iteration 53Q: 3 clusters Score -944030.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -944030.437500 Penalty: 4483.912109
	Iteration 54Q: 3 clusters Score -944030.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -944035.375000 Penalty: 4483.912109
	Iteration 55Q: 3 clusters Score -944035.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -944035.250000 Penalty: 4483.912109
	Iteration 56Q: 3 clusters Score -944035.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -944035.812500 Penalty: 4483.912109
	Iteration 57Q: 3 clusters Score -944035.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -944036.875000 Penalty: 4483.912109
	Iteration 58Q: 3 clusters Score -944036.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -944036.500000 Penalty: 4483.912109
	Iteration 59Q: 3 clusters Score -944036.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -944038.000000 Penalty: 4483.912109
	Iteration 60F: 3 clusters Score -944038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -944038.687500 Penalty: 4483.912109
	Iteration 61Q: 3 clusters Score -944038.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -944038.375000 Penalty: 4483.912109
	Iteration 62Q: 3 clusters Score -944038.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -944037.875000 Penalty: 4483.912109
	Iteration 63Q: 3 clusters Score -944037.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -944038.000000 Penalty: 4483.912109
	Iteration 64Q: 3 clusters Score -944038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -944038.000000 Penalty: 4483.912109
	Iteration 65F: 3 clusters Score -944038 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Entering Unmasked Estep 
Score: -428885.687500 Penalty: 2051.343994
	Iteration 0F: 2 clusters Score -428885.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -425103.062500 Penalty: 4102.687988
	Iteration 0F: 3 clusters Score -425103.1 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -426012.531250 Penalty: 4102.687988
	Iteration 1F: 3 clusters Score -426012.5 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -426272.656250 Penalty: 4102.687988
	Iteration 2F: 3 clusters Score -426272.7 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -426494.781250 Penalty: 4102.687988
	Iteration 3F: 3 clusters Score -426494.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -426681.468750 Penalty: 4102.687988
	Iteration 4F: 3 clusters Score -426681.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -426824.031250 Penalty: 4102.687988
	Iteration 5Q: 3 clusters Score -426824 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -426924.750000 Penalty: 4102.687988
	Iteration 6Q: 3 clusters Score -426924.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -427010.093750 Penalty: 4102.687988
	Iteration 7Q: 3 clusters Score -427010.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -427072.968750 Penalty: 4102.687988
	Iteration 8Q: 3 clusters Score -427073 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -427119.187500 Penalty: 4102.687988
	Iteration 9Q: 3 clusters Score -427119.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -427152.218750 Penalty: 4102.687988
	Iteration 10Q: 3 clusters Score -427152.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -427182.468750 Penalty: 4102.687988
	Iteration 11Q: 3 clusters Score -427182.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -427212.031250 Penalty: 4102.687988
	Iteration 12Q: 3 clusters Score -427212 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -427237.687500 Penalty: 4102.687988
	Iteration 13Q: 3 clusters Score -427237.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -427260.187500 Penalty: 4102.687988
	Iteration 14Q: 3 clusters Score -427260.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -427273.937500 Penalty: 4102.687988
	Iteration 15Q: 3 clusters Score -427273.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -427284.593750 Penalty: 4102.687988
	Iteration 16Q: 3 clusters Score -427284.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -427296.812500 Penalty: 4102.687988
	Iteration 17Q: 3 clusters Score -427296.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -427309.750000 Penalty: 4102.687988
	Iteration 18Q: 3 clusters Score -427309.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -427320.625000 Penalty: 4102.687988
	Iteration 19Q: 3 clusters Score -427320.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -427340.406250 Penalty: 4102.687988
	Iteration 20F: 3 clusters Score -427340.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -427354.687500 Penalty: 4102.687988
	Iteration 21Q: 3 clusters Score -427354.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -427363.093750 Penalty: 4102.687988
	Iteration 22Q: 3 clusters Score -427363.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -427369.406250 Penalty: 4102.687988
	Iteration 23Q: 3 clusters Score -427369.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -427372.500000 Penalty: 4102.687988
	Iteration 24Q: 3 clusters Score -427372.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -427375.218750 Penalty: 4102.687988
	Iteration 25Q: 3 clusters Score -427375.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -427377.437500 Penalty: 4102.687988
	Iteration 26Q: 3 clusters Score -427377.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -427382.031250 Penalty: 4102.687988
	Iteration 27Q: 3 clusters Score -427382 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -427388.468750 Penalty: 4102.687988
	Iteration 28Q: 3 clusters Score -427388.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -427392.218750 Penalty: 4102.687988
	Iteration 29Q: 3 clusters Score -427392.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -427394.687500 Penalty: 4102.687988
	Iteration 30Q: 3 clusters Score -427394.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -427397.843750 Penalty: 4102.687988
	Iteration 31Q: 3 clusters Score -427397.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -427401.937500 Penalty: 4102.687988
	Iteration 32Q: 3 clusters Score -427401.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -427404.468750 Penalty: 4102.687988
	Iteration 33Q: 3 clusters Score -427404.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -427407.437500 Penalty: 4102.687988
	Iteration 34Q: 3 clusters Score -427407.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -427409.093750 Penalty: 4102.687988
	Iteration 35Q: 3 clusters Score -427409.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -427409.500000 Penalty: 4102.687988
	Iteration 36Q: 3 clusters Score -427409.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -427411.531250 Penalty: 4102.687988
	Iteration 37Q: 3 clusters Score -427411.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -427411.531250 Penalty: 4102.687988
	Iteration 38F: 3 clusters Score -427411.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Entering Unmasked Estep 
Score: -229314.421875 Penalty: 1922.259277
	Iteration 0F: 2 clusters Score -229314.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -226514.984375 Penalty: 3844.518555
	Iteration 0F: 3 clusters Score -226515 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -227401.421875 Penalty: 3844.518555
	Iteration 1F: 3 clusters Score -227401.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -227966.812500 Penalty: 3844.518555
	Iteration 2F: 3 clusters Score -227966.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -228324.734375 Penalty: 3844.518555
	Iteration 3F: 3 clusters Score -228324.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -228540.765625 Penalty: 3844.518555
	Iteration 4F: 3 clusters Score -228540.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -228659.015625 Penalty: 3844.518555
	Iteration 5Q: 3 clusters Score -228659 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -228739.421875 Penalty: 3844.518555
	Iteration 6Q: 3 clusters Score -228739.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -228785.781250 Penalty: 3844.518555
	Iteration 7Q: 3 clusters Score -228785.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -228827.843750 Penalty: 3844.518555
	Iteration 8Q: 3 clusters Score -228827.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -228861.093750 Penalty: 3844.518555
	Iteration 9Q: 3 clusters Score -228861.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -228889.937500 Penalty: 3844.518555
	Iteration 10Q: 3 clusters Score -228889.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -228907.437500 Penalty: 3844.518555
	Iteration 11Q: 3 clusters Score -228907.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -228922.328125 Penalty: 3844.518555
	Iteration 12Q: 3 clusters Score -228922.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -228941.562500 Penalty: 3844.518555
	Iteration 13Q: 3 clusters Score -228941.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -228978.218750 Penalty: 3844.518555
	Iteration 14Q: 3 clusters Score -228978.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -229011.484375 Penalty: 3844.518555
	Iteration 15Q: 3 clusters Score -229011.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -229060.828125 Penalty: 3844.518555
	Iteration 16Q: 3 clusters Score -229060.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -229130.078125 Penalty: 3844.518555
	Iteration 17Q: 3 clusters Score -229130.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -229197.203125 Penalty: 3844.518555
	Iteration 18Q: 3 clusters Score -229197.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -229253.125000 Penalty: 3844.518555
	Iteration 19Q: 3 clusters Score -229253.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -229318.750000 Penalty: 3844.518555
	Iteration 20F: 3 clusters Score -229318.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -229385.750000 Penalty: 3844.518555
	Iteration 21Q: 3 clusters Score -229385.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -229451.812500 Penalty: 3844.518555
	Iteration 22Q: 3 clusters Score -229451.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -229480.250000 Penalty: 3844.518555
	Iteration 23Q: 3 clusters Score -229480.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -229497.234375 Penalty: 3844.518555
	Iteration 24Q: 3 clusters Score -229497.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -229508.031250 Penalty: 3844.518555
	Iteration 25Q: 3 clusters Score -229508 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -229526.828125 Penalty: 3844.518555
	Iteration 26Q: 3 clusters Score -229526.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -229537.359375 Penalty: 3844.518555
	Iteration 27Q: 3 clusters Score -229537.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -229549.546875 Penalty: 3844.518555
	Iteration 28Q: 3 clusters Score -229549.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -229557.515625 Penalty: 3844.518555
	Iteration 29Q: 3 clusters Score -229557.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -229567.703125 Penalty: 3844.518555
	Iteration 30Q: 3 clusters Score -229567.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -229579.546875 Penalty: 3844.518555
	Iteration 31Q: 3 clusters Score -229579.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -229589.562500 Penalty: 3844.518555
	Iteration 32Q: 3 clusters Score -229589.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -229598.500000 Penalty: 3844.518555
	Iteration 33Q: 3 clusters Score -229598.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -229609.296875 Penalty: 3844.518555
	Iteration 34Q: 3 clusters Score -229609.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -229619.203125 Penalty: 3844.518555
	Iteration 35Q: 3 clusters Score -229619.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -229627.203125 Penalty: 3844.518555
	Iteration 36Q: 3 clusters Score -229627.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -229634.796875 Penalty: 3844.518555
	Iteration 37Q: 3 clusters Score -229634.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -229642.328125 Penalty: 3844.518555
	Iteration 38Q: 3 clusters Score -229642.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -229656.500000 Penalty: 3844.518555
	Iteration 39Q: 3 clusters Score -229656.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -229667.562500 Penalty: 3844.518555
	Iteration 40F: 3 clusters Score -229667.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -229679.500000 Penalty: 3844.518555
	Iteration 41Q: 3 clusters Score -229679.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -229695.609375 Penalty: 3844.518555
	Iteration 42Q: 3 clusters Score -229695.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -229704.718750 Penalty: 3844.518555
	Iteration 43Q: 3 clusters Score -229704.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -229708.984375 Penalty: 3844.518555
	Iteration 44Q: 3 clusters Score -229709 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -229715.437500 Penalty: 3844.518555
	Iteration 45Q: 3 clusters Score -229715.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -229726.484375 Penalty: 3844.518555
	Iteration 46Q: 3 clusters Score -229726.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -229735.984375 Penalty: 3844.518555
	Iteration 47Q: 3 clusters Score -229736 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -229740.109375 Penalty: 3844.518555
	Iteration 48Q: 3 clusters Score -229740.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -229742.578125 Penalty: 3844.518555
	Iteration 49Q: 3 clusters Score -229742.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -229745.765625 Penalty: 3844.518555
	Iteration 50Q: 3 clusters Score -229745.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -229752.609375 Penalty: 3844.518555
	Iteration 51Q: 3 clusters Score -229752.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -229756.562500 Penalty: 3844.518555
	Iteration 52Q: 3 clusters Score -229756.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -229761.171875 Penalty: 3844.518555
	Iteration 53Q: 3 clusters Score -229761.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -229765.281250 Penalty: 3844.518555
	Iteration 54Q: 3 clusters Score -229765.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -229775.312500 Penalty: 3844.518555
	Iteration 55Q: 3 clusters Score -229775.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -229784.687500 Penalty: 3844.518555
	Iteration 56Q: 3 clusters Score -229784.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -229795.453125 Penalty: 3844.518555
	Iteration 57Q: 3 clusters Score -229795.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -229812.062500 Penalty: 3844.518555
	Iteration 58Q: 3 clusters Score -229812.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -229820.265625 Penalty: 3844.518555
	Iteration 59Q: 3 clusters Score -229820.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -229823.906250 Penalty: 3844.518555
	Iteration 60F: 3 clusters Score -229823.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -229826.156250 Penalty: 3844.518555
	Iteration 61Q: 3 clusters Score -229826.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -229832.546875 Penalty: 3844.518555
	Iteration 62Q: 3 clusters Score -229832.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -229842.562500 Penalty: 3844.518555
	Iteration 63Q: 3 clusters Score -229842.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -229853.078125 Penalty: 3844.518555
	Iteration 64Q: 3 clusters Score -229853.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -229861.718750 Penalty: 3844.518555
	Iteration 65Q: 3 clusters Score -229861.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -229864.484375 Penalty: 3844.518555
	Iteration 66Q: 3 clusters Score -229864.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -229866.781250 Penalty: 3844.518555
	Iteration 67Q: 3 clusters Score -229866.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -229867.765625 Penalty: 3844.518555
	Iteration 68Q: 3 clusters Score -229867.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -229868.500000 Penalty: 3844.518555
	Iteration 69Q: 3 clusters Score -229868.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -229868.500000 Penalty: 3844.518555
	Iteration 70F: 3 clusters Score -229868.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 119438 members 
Mstep: Class 2 contains 213593 members 
Mstep: Class 3 contains 1509 members 
Mstep: Class 4 contains 9017 members 
Mstep: Class 5 contains 4375 members 
Mstep: Class 6 contains 1246 members 
Mstep: Class 7 contains 10687 members 
Mstep: Class 8 contains 37325 members 
Mstep: Class 9 contains 1235 members 
Mstep: Class 10 contains 83953 members 
Mstep: Class 11 contains 228865 members 
Mstep: Class 12 contains 75581 members 
Mstep: Class 13 contains 8435 members 
Mstep: Class 14 contains 3911 members 
Mstep: Class 15 contains 1266 members 
Mstep: Class 16 contains 41119 members 
Mstep: Class 17 contains 15595 members 
Mstep: Class 18 contains 949 members 
Mstep: Class 19 contains 38091 members 
Mstep: Class 20 contains 4657 members 
Mstep: Class 21 contains 5327 members 
Mstep: Class 22 contains 1137 members 
Mstep: Class 23 contains 12354 members 
Mstep: Class 24 contains 237015 members 
Mstep: Class 25 contains 3353 members 
Mstep: Class 26 contains 3758 members 
Mstep: Class 27 contains 5563 members 
Mstep: Class 28 contains 73045 members 
Mstep: Class 29 contains 5139 members 
Mstep: Class 30 contains 3151 members 
Mstep: Class 31 contains 4400 members 
Mstep: Class 32 contains 14853 members 
Mstep: Class 33 contains 8851 members 
Mstep: Class 34 contains 8934 members 
Mstep: Class 35 contains 26668 members 
Mstep: Class 36 contains 44790 members 
Mstep: Class 37 contains 1058 members 
Entering Unmasked Estep 
Score: -155655712.000000 Penalty: 129594.273438
Splitting cluster 15 changes total score from -155656912.000000 to -155655712.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (41119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41119 members 
Entering Unmasked Estep 
Score: -4811739.500000 Penalty: 2634.807861
	Iteration 0F: 2 clusters Score -4811740 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20610 members 
Mstep: Class 2 contains 20509 members 
Entering Unmasked Estep 
Score: -4784067.500000 Penalty: 5269.615723
	Iteration 0F: 3 clusters Score -4784068 nChanged 18867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20663 members 
Mstep: Class 2 contains 20456 members 
Entering Unmasked Estep 
Score: -4794347.000000 Penalty: 5269.615723
	Iteration 1F: 3 clusters Score -4794347 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20562 members 
Mstep: Class 2 contains 20557 members 
Entering Unmasked Estep 
Score: -4794901.000000 Penalty: 5269.615723
	Iteration 2Q: 3 clusters Score -4794901 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20400 members 
Mstep: Class 2 contains 20719 members 
Entering Unmasked Estep 
Score: -4795455.500000 Penalty: 5269.615723
	Iteration 3Q: 3 clusters Score -4795456 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20177 members 
Mstep: Class 2 contains 20942 members 
Entering Unmasked Estep 
Score: -4795974.000000 Penalty: 5269.615723
	Iteration 4Q: 3 clusters Score -4795974 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19953 members 
Mstep: Class 2 contains 21166 members 
Entering Unmasked Estep 
Score: -4796548.500000 Penalty: 5269.615723
	Iteration 5Q: 3 clusters Score -4796548 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19649 members 
Mstep: Class 2 contains 21470 members 
Entering Unmasked Estep 
Score: -4797155.500000 Penalty: 5269.615723
	Iteration 6Q: 3 clusters Score -4797156 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19259 members 
Mstep: Class 2 contains 21860 members 
Entering Unmasked Estep 
Score: -4797808.500000 Penalty: 5269.615723
	Iteration 7Q: 3 clusters Score -4797808 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18766 members 
Mstep: Class 2 contains 22353 members 
Entering Unmasked Estep 
Score: -4798440.000000 Penalty: 5269.615723
	Iteration 8Q: 3 clusters Score -4798440 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18141 members 
Mstep: Class 2 contains 22978 members 
Entering Unmasked Estep 
Score: -4799050.500000 Penalty: 5269.615723
	Iteration 9Q: 3 clusters Score -4799050 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17429 members 
Mstep: Class 2 contains 23690 members 
Entering Unmasked Estep 
Score: -4799553.500000 Penalty: 5269.615723
	Iteration 10Q: 3 clusters Score -4799554 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16684 members 
Mstep: Class 2 contains 24435 members 
Entering Unmasked Estep 
Score: -4799992.000000 Penalty: 5269.615723
	Iteration 11Q: 3 clusters Score -4799992 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15882 members 
Mstep: Class 2 contains 25237 members 
Entering Unmasked Estep 
Score: -4800378.000000 Penalty: 5269.615723
	Iteration 12Q: 3 clusters Score -4800378 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14957 members 
Mstep: Class 2 contains 26162 members 
Entering Unmasked Estep 
Score: -4800722.500000 Penalty: 5269.615723
	Iteration 13Q: 3 clusters Score -4800722 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 27164 members 
Entering Unmasked Estep 
Score: -4801114.000000 Penalty: 5269.615723
	Iteration 14Q: 3 clusters Score -4801114 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12793 members 
Mstep: Class 2 contains 28326 members 
Entering Unmasked Estep 
Score: -4801581.000000 Penalty: 5269.615723
	Iteration 15Q: 3 clusters Score -4801581 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 29641 members 
Entering Unmasked Estep 
Score: -4802120.500000 Penalty: 5269.615723
	Iteration 16Q: 3 clusters Score -4802120 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 31048 members 
Entering Unmasked Estep 
Score: -4802776.000000 Penalty: 5269.615723
	Iteration 17Q: 3 clusters Score -4802776 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 32674 members 
Entering Unmasked Estep 
Score: -4803674.000000 Penalty: 5269.615723
	Iteration 18Q: 3 clusters Score -4803674 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 34308 members 
Entering Unmasked Estep 
Score: -4804695.500000 Penalty: 5269.615723
	Iteration 19Q: 3 clusters Score -4804696 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 35911 members 
Entering Unmasked Estep 
Score: -4805764.000000 Penalty: 5269.615723
	Iteration 20F: 3 clusters Score -4805764 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 37348 members 
Entering Unmasked Estep 
Score: -4806863.000000 Penalty: 5269.615723
	Iteration 21Q: 3 clusters Score -4806863 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 38502 members 
Entering Unmasked Estep 
Score: -4807767.000000 Penalty: 5269.615723
	Iteration 22Q: 3 clusters Score -4807767 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 39309 members 
Entering Unmasked Estep 
Score: -4808430.500000 Penalty: 5269.615723
	Iteration 23Q: 3 clusters Score -4808430 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 39830 members 
Entering Unmasked Estep 
Score: -4808826.000000 Penalty: 5269.615723
	Iteration 24Q: 3 clusters Score -4808826 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 40121 members 
Entering Unmasked Estep 
Score: -4809024.500000 Penalty: 5269.615723
	Iteration 25Q: 3 clusters Score -4809024 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 40304 members 
Entering Unmasked Estep 
Score: -4809159.500000 Penalty: 5269.615723
	Iteration 26Q: 3 clusters Score -4809160 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 40400 members 
Entering Unmasked Estep 
Score: -4809265.500000 Penalty: 5269.615723
	Iteration 27Q: 3 clusters Score -4809266 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 40460 members 
Entering Unmasked Estep 
Score: -4809309.000000 Penalty: 5269.615723
	Iteration 28Q: 3 clusters Score -4809309 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 40498 members 
Entering Unmasked Estep 
Score: -4809342.000000 Penalty: 5269.615723
	Iteration 29Q: 3 clusters Score -4809342 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 40521 members 
Entering Unmasked Estep 
Score: -4809376.000000 Penalty: 5269.615723
	Iteration 30Q: 3 clusters Score -4809376 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 40535 members 
Entering Unmasked Estep 
Score: -4809384.000000 Penalty: 5269.615723
	Iteration 31Q: 3 clusters Score -4809384 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 40550 members 
Entering Unmasked Estep 
Score: -4809404.500000 Penalty: 5269.615723
	Iteration 32Q: 3 clusters Score -4809404 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 40564 members 
Entering Unmasked Estep 
Score: -4809422.500000 Penalty: 5269.615723
	Iteration 33Q: 3 clusters Score -4809422 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 40574 members 
Entering Unmasked Estep 
Score: -4809436.500000 Penalty: 5269.615723
	Iteration 34Q: 3 clusters Score -4809436 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 40594 members 
Entering Unmasked Estep 
Score: -4809451.000000 Penalty: 5269.615723
	Iteration 35Q: 3 clusters Score -4809451 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 40601 members 
Entering Unmasked Estep 
Score: -4809449.500000 Penalty: 5269.615723
	Iteration 36Q: 3 clusters Score -4809450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 40605 members 
Entering Unmasked Estep 
Score: -4809451.000000 Penalty: 5269.615723
	Iteration 37Q: 3 clusters Score -4809451 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 40606 members 
Entering Unmasked Estep 
Score: -4809453.000000 Penalty: 5269.615723
	Iteration 38Q: 3 clusters Score -4809453 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 40611 members 
Entering Unmasked Estep 
Score: -4809459.500000 Penalty: 5269.615723
	Iteration 39Q: 3 clusters Score -4809460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 40611 members 
Entering Unmasked Estep 
Score: -4809459.500000 Penalty: 5269.615723
	Iteration 40F: 3 clusters Score -4809460 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 40610 members 
Entering Unmasked Estep 
Score: -4809465.000000 Penalty: 5269.615723
	Iteration 41Q: 3 clusters Score -4809465 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 40612 members 
Entering Unmasked Estep 
Score: -4809465.000000 Penalty: 5269.615723
	Iteration 42Q: 3 clusters Score -4809465 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 40612 members 
Entering Unmasked Estep 
Score: -4809464.500000 Penalty: 5269.615723
	Iteration 43Q: 3 clusters Score -4809464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 40613 members 
Entering Unmasked Estep 
Score: -4809471.500000 Penalty: 5269.615723
	Iteration 44Q: 3 clusters Score -4809472 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 40613 members 
Entering Unmasked Estep 
Score: -4809471.500000 Penalty: 5269.615723
	Iteration 45F: 3 clusters Score -4809472 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (15595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15595 members 
Entering Unmasked Estep 
Score: -1810874.375000 Penalty: 2394.367188
	Iteration 0F: 2 clusters Score -1810874 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -1799776.000000 Penalty: 4788.734375
	Iteration 0F: 3 clusters Score -1799776 nChanged 6763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -1803446.125000 Penalty: 4788.734375
	Iteration 1F: 3 clusters Score -1803446 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -1803926.625000 Penalty: 4788.734375
	Iteration 2F: 3 clusters Score -1803927 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -1804405.000000 Penalty: 4788.734375
	Iteration 3F: 3 clusters Score -1804405 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -1804948.875000 Penalty: 4788.734375
	Iteration 4F: 3 clusters Score -1804949 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -1805535.375000 Penalty: 4788.734375
	Iteration 5F: 3 clusters Score -1805535 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -1806157.125000 Penalty: 4788.734375
	Iteration 6F: 3 clusters Score -1806157 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -1806770.625000 Penalty: 4788.734375
	Iteration 7F: 3 clusters Score -1806771 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -1807324.875000 Penalty: 4788.734375
	Iteration 8F: 3 clusters Score -1807325 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -1807762.750000 Penalty: 4788.734375
	Iteration 9Q: 3 clusters Score -1807763 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -1808066.750000 Penalty: 4788.734375
	Iteration 10Q: 3 clusters Score -1808067 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -1808295.500000 Penalty: 4788.734375
	Iteration 11Q: 3 clusters Score -1808296 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -1808493.250000 Penalty: 4788.734375
	Iteration 12Q: 3 clusters Score -1808493 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -1808656.250000 Penalty: 4788.734375
	Iteration 13Q: 3 clusters Score -1808656 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -1808786.125000 Penalty: 4788.734375
	Iteration 14Q: 3 clusters Score -1808786 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -1808889.250000 Penalty: 4788.734375
	Iteration 15Q: 3 clusters Score -1808889 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -1808988.625000 Penalty: 4788.734375
	Iteration 16Q: 3 clusters Score -1808989 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -1809073.625000 Penalty: 4788.734375
	Iteration 17Q: 3 clusters Score -1809074 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -1809157.250000 Penalty: 4788.734375
	Iteration 18Q: 3 clusters Score -1809157 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -1809239.875000 Penalty: 4788.734375
	Iteration 19Q: 3 clusters Score -1809240 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -1809319.500000 Penalty: 4788.734375
	Iteration 20F: 3 clusters Score -1809320 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -1809374.625000 Penalty: 4788.734375
	Iteration 21Q: 3 clusters Score -1809375 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -1809439.000000 Penalty: 4788.734375
	Iteration 22Q: 3 clusters Score -1809439 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -1809497.125000 Penalty: 4788.734375
	Iteration 23Q: 3 clusters Score -1809497 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -1809546.125000 Penalty: 4788.734375
	Iteration 24Q: 3 clusters Score -1809546 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -1809593.500000 Penalty: 4788.734375
	Iteration 25Q: 3 clusters Score -1809594 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -1809641.875000 Penalty: 4788.734375
	Iteration 26Q: 3 clusters Score -1809642 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -1809685.625000 Penalty: 4788.734375
	Iteration 27Q: 3 clusters Score -1809686 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -1809718.375000 Penalty: 4788.734375
	Iteration 28Q: 3 clusters Score -1809718 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -1809751.875000 Penalty: 4788.734375
	Iteration 29Q: 3 clusters Score -1809752 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -1809780.125000 Penalty: 4788.734375
	Iteration 30Q: 3 clusters Score -1809780 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -1809796.625000 Penalty: 4788.734375
	Iteration 31Q: 3 clusters Score -1809797 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -1809808.625000 Penalty: 4788.734375
	Iteration 32Q: 3 clusters Score -1809809 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -1809820.125000 Penalty: 4788.734375
	Iteration 33Q: 3 clusters Score -1809820 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -1809826.500000 Penalty: 4788.734375
	Iteration 34Q: 3 clusters Score -1809826 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -1809832.125000 Penalty: 4788.734375
	Iteration 35Q: 3 clusters Score -1809832 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -1809833.750000 Penalty: 4788.734375
	Iteration 36Q: 3 clusters Score -1809834 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -1809833.125000 Penalty: 4788.734375
	Iteration 37Q: 3 clusters Score -1809833 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -1809837.375000 Penalty: 4788.734375
	Iteration 38Q: 3 clusters Score -1809837 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -1809834.625000 Penalty: 4788.734375
	Iteration 39Q: 3 clusters Score -1809835 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -1809837.875000 Penalty: 4788.734375
	Iteration 40F: 3 clusters Score -1809838 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -1809839.750000 Penalty: 4788.734375
	Iteration 41Q: 3 clusters Score -1809840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -1809837.000000 Penalty: 4788.734375
	Iteration 42Q: 3 clusters Score -1809837 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -1809840.250000 Penalty: 4788.734375
	Iteration 43Q: 3 clusters Score -1809840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -1809839.750000 Penalty: 4788.734375
	Iteration 44Q: 3 clusters Score -1809840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -1809841.625000 Penalty: 4788.734375
	Iteration 45Q: 3 clusters Score -1809842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -1809841.625000 Penalty: 4788.734375
	Iteration 46F: 3 clusters Score -1809842 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Entering Unmasked Estep 
Score: -104748.570312 Penalty: 1700.141357
	Iteration 0F: 2 clusters Score -104748.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -102873.046875 Penalty: 3400.282715
	Iteration 0F: 3 clusters Score -102873 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -103132.679688 Penalty: 3400.282715
	Iteration 1F: 3 clusters Score -103132.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -103229.101562 Penalty: 3400.282715
	Iteration 2F: 3 clusters Score -103229.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -103301.132812 Penalty: 3400.282715
	Iteration 3Q: 3 clusters Score -103301.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -103362.296875 Penalty: 3400.282715
	Iteration 4Q: 3 clusters Score -103362.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -103422.335938 Penalty: 3400.282715
	Iteration 5Q: 3 clusters Score -103422.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -103461.851562 Penalty: 3400.282715
	Iteration 6Q: 3 clusters Score -103461.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -103479.046875 Penalty: 3400.282715
	Iteration 7Q: 3 clusters Score -103479 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -103492.906250 Penalty: 3400.282715
	Iteration 8Q: 3 clusters Score -103492.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -103502.171875 Penalty: 3400.282715
	Iteration 9Q: 3 clusters Score -103502.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -103511.585938 Penalty: 3400.282715
	Iteration 10Q: 3 clusters Score -103511.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -103519.523438 Penalty: 3400.282715
	Iteration 11Q: 3 clusters Score -103519.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -103524.765625 Penalty: 3400.282715
	Iteration 12Q: 3 clusters Score -103524.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -103529.632812 Penalty: 3400.282715
	Iteration 13Q: 3 clusters Score -103529.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -103533.171875 Penalty: 3400.282715
	Iteration 14Q: 3 clusters Score -103533.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -103537.929688 Penalty: 3400.282715
	Iteration 15Q: 3 clusters Score -103537.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -103538.882812 Penalty: 3400.282715
	Iteration 16Q: 3 clusters Score -103538.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -103540.234375 Penalty: 3400.282715
	Iteration 17Q: 3 clusters Score -103540.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -103542.031250 Penalty: 3400.282715
	Iteration 18Q: 3 clusters Score -103542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -103548.468750 Penalty: 3400.282715
	Iteration 19Q: 3 clusters Score -103548.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -103554.531250 Penalty: 3400.282715
	Iteration 20F: 3 clusters Score -103554.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -103560.656250 Penalty: 3400.282715
	Iteration 21Q: 3 clusters Score -103560.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -103568.039062 Penalty: 3400.282715
	Iteration 22Q: 3 clusters Score -103568 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -103579.203125 Penalty: 3400.282715
	Iteration 23Q: 3 clusters Score -103579.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -103586.804688 Penalty: 3400.282715
	Iteration 24Q: 3 clusters Score -103586.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -103603.335938 Penalty: 3400.282715
	Iteration 25Q: 3 clusters Score -103603.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -103611.906250 Penalty: 3400.282715
	Iteration 26Q: 3 clusters Score -103611.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -103619.296875 Penalty: 3400.282715
	Iteration 27Q: 3 clusters Score -103619.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -103628.101562 Penalty: 3400.282715
	Iteration 28Q: 3 clusters Score -103628.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -103635.593750 Penalty: 3400.282715
	Iteration 29Q: 3 clusters Score -103635.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -103642.523438 Penalty: 3400.282715
	Iteration 30Q: 3 clusters Score -103642.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -103649.414062 Penalty: 3400.282715
	Iteration 31Q: 3 clusters Score -103649.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -103650.367188 Penalty: 3400.282715
	Iteration 32Q: 3 clusters Score -103650.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -103650.718750 Penalty: 3400.282715
	Iteration 33Q: 3 clusters Score -103650.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -103650.718750 Penalty: 3400.282715
	Iteration 34F: 3 clusters Score -103650.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (38091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38091 members 
Entering Unmasked Estep 
Score: -4197922.000000 Penalty: 2615.837891
	Iteration 0F: 2 clusters Score -4197922 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18744 members 
Mstep: Class 2 contains 19347 members 
Entering Unmasked Estep 
Score: -4172172.000000 Penalty: 5231.675781
	Iteration 0F: 3 clusters Score -4172172 nChanged 17400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16660 members 
Mstep: Class 2 contains 21431 members 
Entering Unmasked Estep 
Score: -4182062.250000 Penalty: 5231.675781
	Iteration 1F: 3 clusters Score -4182062 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15383 members 
Mstep: Class 2 contains 22708 members 
Entering Unmasked Estep 
Score: -4183019.500000 Penalty: 5231.675781
	Iteration 2F: 3 clusters Score -4183020 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13604 members 
Mstep: Class 2 contains 24487 members 
Entering Unmasked Estep 
Score: -4184362.750000 Penalty: 5231.675781
	Iteration 3F: 3 clusters Score -4184363 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 26832 members 
Entering Unmasked Estep 
Score: -4186293.250000 Penalty: 5231.675781
	Iteration 4F: 3 clusters Score -4186293 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 29602 members 
Entering Unmasked Estep 
Score: -4188883.250000 Penalty: 5231.675781
	Iteration 5F: 3 clusters Score -4188883 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 32408 members 
Entering Unmasked Estep 
Score: -4191752.500000 Penalty: 5231.675781
	Iteration 6F: 3 clusters Score -4191752 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 34462 members 
Entering Unmasked Estep 
Score: -4193904.750000 Penalty: 5231.675781
	Iteration 7F: 3 clusters Score -4193905 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 35635 members 
Entering Unmasked Estep 
Score: -4195100.000000 Penalty: 5231.675781
	Iteration 8Q: 3 clusters Score -4195100 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 36231 members 
Entering Unmasked Estep 
Score: -4195745.500000 Penalty: 5231.675781
	Iteration 9Q: 3 clusters Score -4195746 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 36531 members 
Entering Unmasked Estep 
Score: -4196036.500000 Penalty: 5231.675781
	Iteration 10Q: 3 clusters Score -4196036 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 36670 members 
Entering Unmasked Estep 
Score: -4196171.000000 Penalty: 5231.675781
	Iteration 11Q: 3 clusters Score -4196171 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 36752 members 
Entering Unmasked Estep 
Score: -4196246.000000 Penalty: 5231.675781
	Iteration 12Q: 3 clusters Score -4196246 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 36796 members 
Entering Unmasked Estep 
Score: -4196292.500000 Penalty: 5231.675781
	Iteration 13Q: 3 clusters Score -4196292 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 36829 members 
Entering Unmasked Estep 
Score: -4196314.500000 Penalty: 5231.675781
	Iteration 14Q: 3 clusters Score -4196314 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 36853 members 
Entering Unmasked Estep 
Score: -4196328.500000 Penalty: 5231.675781
	Iteration 15Q: 3 clusters Score -4196328 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 36874 members 
Entering Unmasked Estep 
Score: -4196337.500000 Penalty: 5231.675781
	Iteration 16Q: 3 clusters Score -4196338 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 36893 members 
Entering Unmasked Estep 
Score: -4196350.000000 Penalty: 5231.675781
	Iteration 17Q: 3 clusters Score -4196350 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 36914 members 
Entering Unmasked Estep 
Score: -4196360.500000 Penalty: 5231.675781
	Iteration 18Q: 3 clusters Score -4196360 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 36930 members 
Entering Unmasked Estep 
Score: -4196369.500000 Penalty: 5231.675781
	Iteration 19Q: 3 clusters Score -4196370 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 36937 members 
Entering Unmasked Estep 
Score: -4196370.500000 Penalty: 5231.675781
	Iteration 20F: 3 clusters Score -4196370 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 36949 members 
Entering Unmasked Estep 
Score: -4196376.500000 Penalty: 5231.675781
	Iteration 21Q: 3 clusters Score -4196376 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 36958 members 
Entering Unmasked Estep 
Score: -4196388.000000 Penalty: 5231.675781
	Iteration 22Q: 3 clusters Score -4196388 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 36964 members 
Entering Unmasked Estep 
Score: -4196389.000000 Penalty: 5231.675781
	Iteration 23Q: 3 clusters Score -4196389 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 36977 members 
Entering Unmasked Estep 
Score: -4196398.000000 Penalty: 5231.675781
	Iteration 24Q: 3 clusters Score -4196398 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 36979 members 
Entering Unmasked Estep 
Score: -4196398.000000 Penalty: 5231.675781
	Iteration 25Q: 3 clusters Score -4196398 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 36986 members 
Entering Unmasked Estep 
Score: -4196398.500000 Penalty: 5231.675781
	Iteration 26Q: 3 clusters Score -4196398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 36991 members 
Entering Unmasked Estep 
Score: -4196402.000000 Penalty: 5231.675781
	Iteration 27Q: 3 clusters Score -4196402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 36993 members 
Entering Unmasked Estep 
Score: -4196400.500000 Penalty: 5231.675781
	Iteration 28Q: 3 clusters Score -4196400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 36996 members 
Entering Unmasked Estep 
Score: -4196407.500000 Penalty: 5231.675781
	Iteration 29Q: 3 clusters Score -4196408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 36998 members 
Entering Unmasked Estep 
Score: -4196405.500000 Penalty: 5231.675781
	Iteration 30Q: 3 clusters Score -4196406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 36998 members 
Entering Unmasked Estep 
Score: -4196403.000000 Penalty: 5231.675781
	Iteration 31Q: 3 clusters Score -4196403 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 37000 members 
Entering Unmasked Estep 
Score: -4196402.000000 Penalty: 5231.675781
	Iteration 32Q: 3 clusters Score -4196402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 37002 members 
Entering Unmasked Estep 
Score: -4196403.000000 Penalty: 5231.675781
	Iteration 33Q: 3 clusters Score -4196403 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 37002 members 
Entering Unmasked Estep 
Score: -4196408.000000 Penalty: 5231.675781
	Iteration 34Q: 3 clusters Score -4196408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 37002 members 
Entering Unmasked Estep 
Score: -4196407.500000 Penalty: 5231.675781
	Iteration 35Q: 3 clusters Score -4196408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 37002 members 
Entering Unmasked Estep 
Score: -4196407.000000 Penalty: 5231.675781
	Iteration 36Q: 3 clusters Score -4196407 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 37004 members 
Entering Unmasked Estep 
Score: -4196405.500000 Penalty: 5231.675781
	Iteration 37Q: 3 clusters Score -4196406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 37007 members 
Entering Unmasked Estep 
Score: -4196407.000000 Penalty: 5231.675781
	Iteration 38Q: 3 clusters Score -4196407 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 37008 members 
Entering Unmasked Estep 
Score: -4196413.500000 Penalty: 5231.675781
	Iteration 39Q: 3 clusters Score -4196414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 37010 members 
Entering Unmasked Estep 
Score: -4196419.500000 Penalty: 5231.675781
	Iteration 40F: 3 clusters Score -4196420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 37010 members 
Entering Unmasked Estep 
Score: -4196417.500000 Penalty: 5231.675781
	Iteration 41Q: 3 clusters Score -4196418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 37013 members 
Entering Unmasked Estep 
Score: -4196422.500000 Penalty: 5231.675781
	Iteration 42Q: 3 clusters Score -4196422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 37016 members 
Entering Unmasked Estep 
Score: -4196417.500000 Penalty: 5231.675781
	Iteration 43Q: 3 clusters Score -4196418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 37017 members 
Entering Unmasked Estep 
Score: -4196420.000000 Penalty: 5231.675781
	Iteration 44Q: 3 clusters Score -4196420 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 37017 members 
Entering Unmasked Estep 
Score: -4196420.000000 Penalty: 5231.675781
	Iteration 45F: 3 clusters Score -4196420 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Entering Unmasked Estep 
Score: -520849.906250 Penalty: 2094.639404
	Iteration 0F: 2 clusters Score -520849.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -516533.593750 Penalty: 4189.278809
	Iteration 0F: 3 clusters Score -516533.6 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -517556.437500 Penalty: 4189.278809
	Iteration 1F: 3 clusters Score -517556.4 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -517748.843750 Penalty: 4189.278809
	Iteration 2F: 3 clusters Score -517748.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -517897.968750 Penalty: 4189.278809
	Iteration 3Q: 3 clusters Score -517898 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -517993.625000 Penalty: 4189.278809
	Iteration 4Q: 3 clusters Score -517993.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -518088.218750 Penalty: 4189.278809
	Iteration 5Q: 3 clusters Score -518088.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -518184.593750 Penalty: 4189.278809
	Iteration 6Q: 3 clusters Score -518184.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -518282.093750 Penalty: 4189.278809
	Iteration 7Q: 3 clusters Score -518282.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -518393.937500 Penalty: 4189.278809
	Iteration 8Q: 3 clusters Score -518393.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -518532.937500 Penalty: 4189.278809
	Iteration 9Q: 3 clusters Score -518532.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -518664.656250 Penalty: 4189.278809
	Iteration 10Q: 3 clusters Score -518664.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -518796.500000 Penalty: 4189.278809
	Iteration 11Q: 3 clusters Score -518796.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -518924.500000 Penalty: 4189.278809
	Iteration 12Q: 3 clusters Score -518924.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -519034.156250 Penalty: 4189.278809
	Iteration 13Q: 3 clusters Score -519034.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -519121.531250 Penalty: 4189.278809
	Iteration 14Q: 3 clusters Score -519121.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -519187.312500 Penalty: 4189.278809
	Iteration 15Q: 3 clusters Score -519187.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -519241.343750 Penalty: 4189.278809
	Iteration 16Q: 3 clusters Score -519241.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -519275.968750 Penalty: 4189.278809
	Iteration 17Q: 3 clusters Score -519276 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -519304.000000 Penalty: 4189.278809
	Iteration 18Q: 3 clusters Score -519304 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -519318.343750 Penalty: 4189.278809
	Iteration 19Q: 3 clusters Score -519318.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -519333.750000 Penalty: 4189.278809
	Iteration 20F: 3 clusters Score -519333.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -519341.968750 Penalty: 4189.278809
	Iteration 21Q: 3 clusters Score -519342 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -519357.968750 Penalty: 4189.278809
	Iteration 22Q: 3 clusters Score -519358 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -519379.312500 Penalty: 4189.278809
	Iteration 23Q: 3 clusters Score -519379.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -519399.500000 Penalty: 4189.278809
	Iteration 24Q: 3 clusters Score -519399.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -519420.875000 Penalty: 4189.278809
	Iteration 25Q: 3 clusters Score -519420.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -519438.531250 Penalty: 4189.278809
	Iteration 26Q: 3 clusters Score -519438.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -519449.750000 Penalty: 4189.278809
	Iteration 27Q: 3 clusters Score -519449.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -519457.031250 Penalty: 4189.278809
	Iteration 28Q: 3 clusters Score -519457 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -519463.718750 Penalty: 4189.278809
	Iteration 29Q: 3 clusters Score -519463.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -519469.875000 Penalty: 4189.278809
	Iteration 30Q: 3 clusters Score -519469.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -519475.593750 Penalty: 4189.278809
	Iteration 31Q: 3 clusters Score -519475.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -519478.781250 Penalty: 4189.278809
	Iteration 32Q: 3 clusters Score -519478.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -519480.843750 Penalty: 4189.278809
	Iteration 33Q: 3 clusters Score -519480.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -519482.906250 Penalty: 4189.278809
	Iteration 34Q: 3 clusters Score -519482.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -519483.750000 Penalty: 4189.278809
	Iteration 35Q: 3 clusters Score -519483.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -519483.062500 Penalty: 4189.278809
	Iteration 36Q: 3 clusters Score -519483.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -519483.906250 Penalty: 4189.278809
	Iteration 37Q: 3 clusters Score -519483.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -519485.156250 Penalty: 4189.278809
	Iteration 38Q: 3 clusters Score -519485.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -519485.156250 Penalty: 4189.278809
	Iteration 39F: 3 clusters Score -519485.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Entering Unmasked Estep 
Score: -618236.937500 Penalty: 2127.974854
	Iteration 0F: 2 clusters Score -618236.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -613487.875000 Penalty: 4255.949707
	Iteration 0F: 3 clusters Score -613487.9 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -614755.625000 Penalty: 4255.949707
	Iteration 1F: 3 clusters Score -614755.6 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -615087.125000 Penalty: 4255.949707
	Iteration 2F: 3 clusters Score -615087.1 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -615347.062500 Penalty: 4255.949707
	Iteration 3F: 3 clusters Score -615347.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -615562.625000 Penalty: 4255.949707
	Iteration 4F: 3 clusters Score -615562.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -615727.062500 Penalty: 4255.949707
	Iteration 5Q: 3 clusters Score -615727.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -615841.687500 Penalty: 4255.949707
	Iteration 6Q: 3 clusters Score -615841.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -615924.500000 Penalty: 4255.949707
	Iteration 7Q: 3 clusters Score -615924.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -615988.312500 Penalty: 4255.949707
	Iteration 8Q: 3 clusters Score -615988.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -616033.312500 Penalty: 4255.949707
	Iteration 9Q: 3 clusters Score -616033.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -616065.500000 Penalty: 4255.949707
	Iteration 10Q: 3 clusters Score -616065.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -616104.812500 Penalty: 4255.949707
	Iteration 11Q: 3 clusters Score -616104.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -616139.687500 Penalty: 4255.949707
	Iteration 12Q: 3 clusters Score -616139.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -616165.187500 Penalty: 4255.949707
	Iteration 13Q: 3 clusters Score -616165.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -616189.812500 Penalty: 4255.949707
	Iteration 14Q: 3 clusters Score -616189.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -616215.500000 Penalty: 4255.949707
	Iteration 15Q: 3 clusters Score -616215.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -616238.062500 Penalty: 4255.949707
	Iteration 16Q: 3 clusters Score -616238.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -616258.562500 Penalty: 4255.949707
	Iteration 17Q: 3 clusters Score -616258.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -616273.875000 Penalty: 4255.949707
	Iteration 18Q: 3 clusters Score -616273.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -616286.687500 Penalty: 4255.949707
	Iteration 19Q: 3 clusters Score -616286.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -616296.125000 Penalty: 4255.949707
	Iteration 20F: 3 clusters Score -616296.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -616304.687500 Penalty: 4255.949707
	Iteration 21Q: 3 clusters Score -616304.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -616314.125000 Penalty: 4255.949707
	Iteration 22Q: 3 clusters Score -616314.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -616321.250000 Penalty: 4255.949707
	Iteration 23Q: 3 clusters Score -616321.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -616329.500000 Penalty: 4255.949707
	Iteration 24Q: 3 clusters Score -616329.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -616335.312500 Penalty: 4255.949707
	Iteration 25Q: 3 clusters Score -616335.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -616338.437500 Penalty: 4255.949707
	Iteration 26Q: 3 clusters Score -616338.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -616344.625000 Penalty: 4255.949707
	Iteration 27Q: 3 clusters Score -616344.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -616350.875000 Penalty: 4255.949707
	Iteration 28Q: 3 clusters Score -616350.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -616354.687500 Penalty: 4255.949707
	Iteration 29Q: 3 clusters Score -616354.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -616356.375000 Penalty: 4255.949707
	Iteration 30Q: 3 clusters Score -616356.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -616360.750000 Penalty: 4255.949707
	Iteration 31Q: 3 clusters Score -616360.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -616362.562500 Penalty: 4255.949707
	Iteration 32Q: 3 clusters Score -616362.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -616365.500000 Penalty: 4255.949707
	Iteration 33Q: 3 clusters Score -616365.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -616369.687500 Penalty: 4255.949707
	Iteration 34Q: 3 clusters Score -616369.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -616371.625000 Penalty: 4255.949707
	Iteration 35Q: 3 clusters Score -616371.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -616372.500000 Penalty: 4255.949707
	Iteration 36Q: 3 clusters Score -616372.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -616373.250000 Penalty: 4255.949707
	Iteration 37Q: 3 clusters Score -616373.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -616373.187500 Penalty: 4255.949707
	Iteration 38Q: 3 clusters Score -616373.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -616376.625000 Penalty: 4255.949707
	Iteration 39Q: 3 clusters Score -616376.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -616378.437500 Penalty: 4255.949707
	Iteration 40F: 3 clusters Score -616378.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -616381.500000 Penalty: 4255.949707
	Iteration 41Q: 3 clusters Score -616381.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -616382.125000 Penalty: 4255.949707
	Iteration 42Q: 3 clusters Score -616382.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -616384.875000 Penalty: 4255.949707
	Iteration 43Q: 3 clusters Score -616384.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -616387.250000 Penalty: 4255.949707
	Iteration 44Q: 3 clusters Score -616387.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -616386.562500 Penalty: 4255.949707
	Iteration 45Q: 3 clusters Score -616386.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -616387.250000 Penalty: 4255.949707
	Iteration 46Q: 3 clusters Score -616387.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -616387.000000 Penalty: 4255.949707
	Iteration 47Q: 3 clusters Score -616387 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -616387.000000 Penalty: 4255.949707
	Iteration 48F: 3 clusters Score -616387 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Entering Unmasked Estep 
Score: -120634.054688 Penalty: 1744.964844
	Iteration 0F: 2 clusters Score -120634.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -118625.023438 Penalty: 3489.929688
	Iteration 0F: 3 clusters Score -118625 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -118990.929688 Penalty: 3489.929688
	Iteration 1F: 3 clusters Score -118990.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -119120.968750 Penalty: 3489.929688
	Iteration 2F: 3 clusters Score -119121 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -119199.859375 Penalty: 3489.929688
	Iteration 3Q: 3 clusters Score -119199.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -119247.015625 Penalty: 3489.929688
	Iteration 4Q: 3 clusters Score -119247 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -119282.226562 Penalty: 3489.929688
	Iteration 5Q: 3 clusters Score -119282.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -119327.921875 Penalty: 3489.929688
	Iteration 6Q: 3 clusters Score -119327.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -119396.351562 Penalty: 3489.929688
	Iteration 7Q: 3 clusters Score -119396.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -119505.492188 Penalty: 3489.929688
	Iteration 8Q: 3 clusters Score -119505.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -119638.656250 Penalty: 3489.929688
	Iteration 9Q: 3 clusters Score -119638.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -119689.648438 Penalty: 3489.929688
	Iteration 10Q: 3 clusters Score -119689.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -119733.695312 Penalty: 3489.929688
	Iteration 11Q: 3 clusters Score -119733.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -119770.617188 Penalty: 3489.929688
	Iteration 12Q: 3 clusters Score -119770.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -119797.554688 Penalty: 3489.929688
	Iteration 13Q: 3 clusters Score -119797.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -119811.085938 Penalty: 3489.929688
	Iteration 14Q: 3 clusters Score -119811.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -119819.218750 Penalty: 3489.929688
	Iteration 15Q: 3 clusters Score -119819.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -119833.414062 Penalty: 3489.929688
	Iteration 16Q: 3 clusters Score -119833.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -119850.687500 Penalty: 3489.929688
	Iteration 17Q: 3 clusters Score -119850.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -119865.015625 Penalty: 3489.929688
	Iteration 18Q: 3 clusters Score -119865 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -119895.429688 Penalty: 3489.929688
	Iteration 19Q: 3 clusters Score -119895.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -119934.171875 Penalty: 3489.929688
	Iteration 20F: 3 clusters Score -119934.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -119964.046875 Penalty: 3489.929688
	Iteration 21Q: 3 clusters Score -119964 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -120006.578125 Penalty: 3489.929688
	Iteration 22Q: 3 clusters Score -120006.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -120039.601562 Penalty: 3489.929688
	Iteration 23Q: 3 clusters Score -120039.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -120088.398438 Penalty: 3489.929688
	Iteration 24Q: 3 clusters Score -120088.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -120129.414062 Penalty: 3489.929688
	Iteration 25Q: 3 clusters Score -120129.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -120150.460938 Penalty: 3489.929688
	Iteration 26Q: 3 clusters Score -120150.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -120160.117188 Penalty: 3489.929688
	Iteration 27Q: 3 clusters Score -120160.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -120172.742188 Penalty: 3489.929688
	Iteration 28Q: 3 clusters Score -120172.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -120193.304688 Penalty: 3489.929688
	Iteration 29Q: 3 clusters Score -120193.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -120208.562500 Penalty: 3489.929688
	Iteration 30Q: 3 clusters Score -120208.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -120224.648438 Penalty: 3489.929688
	Iteration 31Q: 3 clusters Score -120224.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -120235.953125 Penalty: 3489.929688
	Iteration 32Q: 3 clusters Score -120236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -120240.843750 Penalty: 3489.929688
	Iteration 33Q: 3 clusters Score -120240.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -120244.585938 Penalty: 3489.929688
	Iteration 34Q: 3 clusters Score -120244.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -120246.843750 Penalty: 3489.929688
	Iteration 35Q: 3 clusters Score -120246.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -120249.289062 Penalty: 3489.929688
	Iteration 36Q: 3 clusters Score -120249.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -120251.718750 Penalty: 3489.929688
	Iteration 37Q: 3 clusters Score -120251.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -120254.843750 Penalty: 3489.929688
	Iteration 38Q: 3 clusters Score -120254.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -120258.882812 Penalty: 3489.929688
	Iteration 39Q: 3 clusters Score -120258.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -120261.343750 Penalty: 3489.929688
	Iteration 40F: 3 clusters Score -120261.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -120264.125000 Penalty: 3489.929688
	Iteration 41Q: 3 clusters Score -120264.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -120265.476562 Penalty: 3489.929688
	Iteration 42Q: 3 clusters Score -120265.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -120266.398438 Penalty: 3489.929688
	Iteration 43Q: 3 clusters Score -120266.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -120266.398438 Penalty: 3489.929688
	Iteration 44F: 3 clusters Score -120266.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (12354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12354 members 
Entering Unmasked Estep 
Score: -1470111.500000 Penalty: 2336.590332
	Iteration 0F: 2 clusters Score -1470112 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -1460959.500000 Penalty: 4673.180664
	Iteration 0F: 3 clusters Score -1460960 nChanged 5239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -1463645.625000 Penalty: 4673.180664
	Iteration 1F: 3 clusters Score -1463646 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -1463940.500000 Penalty: 4673.180664
	Iteration 2F: 3 clusters Score -1463940 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -1464156.125000 Penalty: 4673.180664
	Iteration 3Q: 3 clusters Score -1464156 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -1464348.250000 Penalty: 4673.180664
	Iteration 4Q: 3 clusters Score -1464348 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -1464548.875000 Penalty: 4673.180664
	Iteration 5Q: 3 clusters Score -1464549 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -1464730.625000 Penalty: 4673.180664
	Iteration 6Q: 3 clusters Score -1464731 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -1464910.125000 Penalty: 4673.180664
	Iteration 7Q: 3 clusters Score -1464910 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -1465100.500000 Penalty: 4673.180664
	Iteration 8Q: 3 clusters Score -1465100 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -1465295.125000 Penalty: 4673.180664
	Iteration 9Q: 3 clusters Score -1465295 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -1465506.625000 Penalty: 4673.180664
	Iteration 10Q: 3 clusters Score -1465507 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -1465711.000000 Penalty: 4673.180664
	Iteration 11Q: 3 clusters Score -1465711 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -1465897.250000 Penalty: 4673.180664
	Iteration 12Q: 3 clusters Score -1465897 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -1466048.750000 Penalty: 4673.180664
	Iteration 13Q: 3 clusters Score -1466049 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -1466168.625000 Penalty: 4673.180664
	Iteration 14Q: 3 clusters Score -1466169 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -1466274.875000 Penalty: 4673.180664
	Iteration 15Q: 3 clusters Score -1466275 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -1466367.250000 Penalty: 4673.180664
	Iteration 16Q: 3 clusters Score -1466367 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -1466437.125000 Penalty: 4673.180664
	Iteration 17Q: 3 clusters Score -1466437 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -1466497.375000 Penalty: 4673.180664
	Iteration 18Q: 3 clusters Score -1466497 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -1466551.375000 Penalty: 4673.180664
	Iteration 19Q: 3 clusters Score -1466551 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -1466605.125000 Penalty: 4673.180664
	Iteration 20F: 3 clusters Score -1466605 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -1466657.125000 Penalty: 4673.180664
	Iteration 21Q: 3 clusters Score -1466657 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -1466712.625000 Penalty: 4673.180664
	Iteration 22Q: 3 clusters Score -1466713 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -1466758.000000 Penalty: 4673.180664
	Iteration 23Q: 3 clusters Score -1466758 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -1466824.875000 Penalty: 4673.180664
	Iteration 24Q: 3 clusters Score -1466825 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -1466896.625000 Penalty: 4673.180664
	Iteration 25Q: 3 clusters Score -1466897 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -1466995.125000 Penalty: 4673.180664
	Iteration 26Q: 3 clusters Score -1466995 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -1467099.625000 Penalty: 4673.180664
	Iteration 27Q: 3 clusters Score -1467100 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -1467226.500000 Penalty: 4673.180664
	Iteration 28Q: 3 clusters Score -1467226 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -1467361.375000 Penalty: 4673.180664
	Iteration 29Q: 3 clusters Score -1467361 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -1467523.500000 Penalty: 4673.180664
	Iteration 30Q: 3 clusters Score -1467524 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -1467709.250000 Penalty: 4673.180664
	Iteration 31Q: 3 clusters Score -1467709 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -1467885.875000 Penalty: 4673.180664
	Iteration 32Q: 3 clusters Score -1467886 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -1468019.500000 Penalty: 4673.180664
	Iteration 33Q: 3 clusters Score -1468020 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -1468125.000000 Penalty: 4673.180664
	Iteration 34Q: 3 clusters Score -1468125 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -1468225.750000 Penalty: 4673.180664
	Iteration 35Q: 3 clusters Score -1468226 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -1468297.875000 Penalty: 4673.180664
	Iteration 36Q: 3 clusters Score -1468298 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -1468337.000000 Penalty: 4673.180664
	Iteration 37Q: 3 clusters Score -1468337 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -1468367.125000 Penalty: 4673.180664
	Iteration 38Q: 3 clusters Score -1468367 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -1468399.125000 Penalty: 4673.180664
	Iteration 39Q: 3 clusters Score -1468399 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 11649 members 
Entering Unmasked Estep 
Score: -1468437.750000 Penalty: 4673.180664
	Iteration 40F: 3 clusters Score -1468438 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -1468456.250000 Penalty: 4673.180664
	Iteration 41Q: 3 clusters Score -1468456 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 11698 members 
Entering Unmasked Estep 
Score: -1468473.750000 Penalty: 4673.180664
	Iteration 42Q: 3 clusters Score -1468474 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -1468489.750000 Penalty: 4673.180664
	Iteration 43Q: 3 clusters Score -1468490 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -1468501.125000 Penalty: 4673.180664
	Iteration 44Q: 3 clusters Score -1468501 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -1468510.250000 Penalty: 4673.180664
	Iteration 45Q: 3 clusters Score -1468510 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 11751 members 
Entering Unmasked Estep 
Score: -1468514.750000 Penalty: 4673.180664
	Iteration 46Q: 3 clusters Score -1468515 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 11756 members 
Entering Unmasked Estep 
Score: -1468515.875000 Penalty: 4673.180664
	Iteration 47Q: 3 clusters Score -1468516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -1468517.500000 Penalty: 4673.180664
	Iteration 48Q: 3 clusters Score -1468518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 11765 members 
Entering Unmasked Estep 
Score: -1468521.875000 Penalty: 4673.180664
	Iteration 49Q: 3 clusters Score -1468522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 11769 members 
Entering Unmasked Estep 
Score: -1468524.875000 Penalty: 4673.180664
	Iteration 50Q: 3 clusters Score -1468525 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -1468524.375000 Penalty: 4673.180664
	Iteration 51Q: 3 clusters Score -1468524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -1468525.250000 Penalty: 4673.180664
	Iteration 52Q: 3 clusters Score -1468525 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
Score: -1468527.375000 Penalty: 4673.180664
	Iteration 53Q: 3 clusters Score -1468527 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -1468528.750000 Penalty: 4673.180664
	Iteration 54Q: 3 clusters Score -1468529 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
Score: -1468527.250000 Penalty: 4673.180664
	Iteration 55Q: 3 clusters Score -1468527 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -1468529.625000 Penalty: 4673.180664
	Iteration 56Q: 3 clusters Score -1468530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -1468529.375000 Penalty: 4673.180664
	Iteration 57Q: 3 clusters Score -1468529 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 11786 members 
Entering Unmasked Estep 
Score: -1468528.625000 Penalty: 4673.180664
	Iteration 58Q: 3 clusters Score -1468529 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -1468530.625000 Penalty: 4673.180664
	Iteration 59Q: 3 clusters Score -1468531 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -1468530.625000 Penalty: 4673.180664
	Iteration 60F: 3 clusters Score -1468531 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (237015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237015 members 
Entering Unmasked Estep 
Score: -27993840.000000 Penalty: 3069.217773
	Iteration 0F: 2 clusters Score -2.799384e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118607 members 
Mstep: Class 2 contains 118408 members 
Entering Unmasked Estep 
Score: -27842968.000000 Penalty: 6138.435547
	Iteration 0F: 3 clusters Score -2.784297e+07 nChanged 113835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119616 members 
Mstep: Class 2 contains 117399 members 
Entering Unmasked Estep 
Score: -27909942.000000 Penalty: 6138.435547
	Iteration 1F: 3 clusters Score -2.790994e+07 nChanged 5476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120084 members 
Mstep: Class 2 contains 116931 members 
Entering Unmasked Estep 
Score: -27910912.000000 Penalty: 6138.435547
	Iteration 2Q: 3 clusters Score -2.791091e+07 nChanged 5522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120768 members 
Mstep: Class 2 contains 116247 members 
Entering Unmasked Estep 
Score: -27911984.000000 Penalty: 6138.435547
	Iteration 3Q: 3 clusters Score -2.791198e+07 nChanged 5974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121810 members 
Mstep: Class 2 contains 115205 members 
Entering Unmasked Estep 
Score: -27913254.000000 Penalty: 6138.435547
	Iteration 4Q: 3 clusters Score -2.791325e+07 nChanged 6630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123288 members 
Mstep: Class 2 contains 113727 members 
Entering Unmasked Estep 
Score: -27915046.000000 Penalty: 6138.435547
	Iteration 5Q: 3 clusters Score -2.791505e+07 nChanged 7665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125201 members 
Mstep: Class 2 contains 111814 members 
Entering Unmasked Estep 
Score: -27917540.000000 Penalty: 6138.435547
	Iteration 6Q: 3 clusters Score -2.791754e+07 nChanged 8793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127702 members 
Mstep: Class 2 contains 109313 members 
Entering Unmasked Estep 
Score: -27920908.000000 Penalty: 6138.435547
	Iteration 7Q: 3 clusters Score -2.792091e+07 nChanged 9955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131003 members 
Mstep: Class 2 contains 106012 members 
Entering Unmasked Estep 
Score: -27925328.000000 Penalty: 6138.435547
	Iteration 8Q: 3 clusters Score -2.792533e+07 nChanged 11060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135291 members 
Mstep: Class 2 contains 101724 members 
Entering Unmasked Estep 
Score: -27930798.000000 Penalty: 6138.435547
	Iteration 9Q: 3 clusters Score -2.79308e+07 nChanged 11621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140648 members 
Mstep: Class 2 contains 96367 members 
Entering Unmasked Estep 
Score: -27936504.000000 Penalty: 6138.435547
	Iteration 10Q: 3 clusters Score -2.79365e+07 nChanged 11518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147102 members 
Mstep: Class 2 contains 89913 members 
Entering Unmasked Estep 
Score: -27942236.000000 Penalty: 6138.435547
	Iteration 11Q: 3 clusters Score -2.794224e+07 nChanged 11189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154359 members 
Mstep: Class 2 contains 82656 members 
Entering Unmasked Estep 
Score: -27947664.000000 Penalty: 6138.435547
	Iteration 12Q: 3 clusters Score -2.794766e+07 nChanged 10546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161753 members 
Mstep: Class 2 contains 75262 members 
Entering Unmasked Estep 
Score: -27952602.000000 Penalty: 6138.435547
	Iteration 13Q: 3 clusters Score -2.79526e+07 nChanged 9622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168697 members 
Mstep: Class 2 contains 68318 members 
Entering Unmasked Estep 
Score: -27956644.000000 Penalty: 6138.435547
	Iteration 14Q: 3 clusters Score -2.795664e+07 nChanged 8568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174851 members 
Mstep: Class 2 contains 62164 members 
Entering Unmasked Estep 
Score: -27960548.000000 Penalty: 6138.435547
	Iteration 15Q: 3 clusters Score -2.796055e+07 nChanged 7593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180216 members 
Mstep: Class 2 contains 56799 members 
Entering Unmasked Estep 
Score: -27963788.000000 Penalty: 6138.435547
	Iteration 16Q: 3 clusters Score -2.796379e+07 nChanged 6436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184848 members 
Mstep: Class 2 contains 52167 members 
Entering Unmasked Estep 
Score: -27966160.000000 Penalty: 6138.435547
	Iteration 17Q: 3 clusters Score -2.796616e+07 nChanged 5350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188922 members 
Mstep: Class 2 contains 48093 members 
Entering Unmasked Estep 
Score: -27968080.000000 Penalty: 6138.435547
	Iteration 18Q: 3 clusters Score -2.796808e+07 nChanged 4556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192680 members 
Mstep: Class 2 contains 44335 members 
Entering Unmasked Estep 
Score: -27969404.000000 Penalty: 6138.435547
	Iteration 19Q: 3 clusters Score -2.79694e+07 nChanged 3928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196188 members 
Mstep: Class 2 contains 40827 members 
Entering Unmasked Estep 
Score: -27970412.000000 Penalty: 6138.435547
	Iteration 20F: 3 clusters Score -2.797041e+07 nChanged 3539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199475 members 
Mstep: Class 2 contains 37540 members 
Entering Unmasked Estep 
Score: -27971636.000000 Penalty: 6138.435547
	Iteration 21Q: 3 clusters Score -2.797164e+07 nChanged 3237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202562 members 
Mstep: Class 2 contains 34453 members 
Entering Unmasked Estep 
Score: -27972728.000000 Penalty: 6138.435547
	Iteration 22Q: 3 clusters Score -2.797273e+07 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205595 members 
Mstep: Class 2 contains 31420 members 
Entering Unmasked Estep 
Score: -27973740.000000 Penalty: 6138.435547
	Iteration 23Q: 3 clusters Score -2.797374e+07 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208551 members 
Mstep: Class 2 contains 28464 members 
Entering Unmasked Estep 
Score: -27974864.000000 Penalty: 6138.435547
	Iteration 24Q: 3 clusters Score -2.797486e+07 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211467 members 
Mstep: Class 2 contains 25548 members 
Entering Unmasked Estep 
Score: -27976128.000000 Penalty: 6138.435547
	Iteration 25Q: 3 clusters Score -2.797613e+07 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214309 members 
Mstep: Class 2 contains 22706 members 
Entering Unmasked Estep 
Score: -27977274.000000 Penalty: 6138.435547
	Iteration 26Q: 3 clusters Score -2.797727e+07 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216938 members 
Mstep: Class 2 contains 20077 members 
Entering Unmasked Estep 
Score: -27978500.000000 Penalty: 6138.435547
	Iteration 27Q: 3 clusters Score -2.79785e+07 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219337 members 
Mstep: Class 2 contains 17678 members 
Entering Unmasked Estep 
Score: -27979732.000000 Penalty: 6138.435547
	Iteration 28Q: 3 clusters Score -2.797973e+07 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221629 members 
Mstep: Class 2 contains 15386 members 
Entering Unmasked Estep 
Score: -27981074.000000 Penalty: 6138.435547
	Iteration 29Q: 3 clusters Score -2.798107e+07 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223768 members 
Mstep: Class 2 contains 13247 members 
Entering Unmasked Estep 
Score: -27982330.000000 Penalty: 6138.435547
	Iteration 30Q: 3 clusters Score -2.798233e+07 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225700 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -27983568.000000 Penalty: 6138.435547
	Iteration 31Q: 3 clusters Score -2.798357e+07 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227402 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -27984740.000000 Penalty: 6138.435547
	Iteration 32Q: 3 clusters Score -2.798474e+07 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228870 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -27985724.000000 Penalty: 6138.435547
	Iteration 33Q: 3 clusters Score -2.798572e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230142 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -27986744.000000 Penalty: 6138.435547
	Iteration 34Q: 3 clusters Score -2.798674e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231258 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -27987472.000000 Penalty: 6138.435547
	Iteration 35Q: 3 clusters Score -2.798747e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232221 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -27988188.000000 Penalty: 6138.435547
	Iteration 36Q: 3 clusters Score -2.798819e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232995 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -27988692.000000 Penalty: 6138.435547
	Iteration 37Q: 3 clusters Score -2.798869e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233588 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -27989118.000000 Penalty: 6138.435547
	Iteration 38Q: 3 clusters Score -2.798912e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234057 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -27989550.000000 Penalty: 6138.435547
	Iteration 39Q: 3 clusters Score -2.798955e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234440 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -27989848.000000 Penalty: 6138.435547
	Iteration 40F: 3 clusters Score -2.798985e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234719 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -27990042.000000 Penalty: 6138.435547
	Iteration 41Q: 3 clusters Score -2.799004e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234956 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -27990202.000000 Penalty: 6138.435547
	Iteration 42Q: 3 clusters Score -2.79902e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235123 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -27990278.000000 Penalty: 6138.435547
	Iteration 43Q: 3 clusters Score -2.799028e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235257 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -27990394.000000 Penalty: 6138.435547
	Iteration 44Q: 3 clusters Score -2.799039e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235373 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -27990474.000000 Penalty: 6138.435547
	Iteration 45Q: 3 clusters Score -2.799047e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235472 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -27990524.000000 Penalty: 6138.435547
	Iteration 46Q: 3 clusters Score -2.799052e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235548 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -27990604.000000 Penalty: 6138.435547
	Iteration 47Q: 3 clusters Score -2.79906e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235591 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -27990610.000000 Penalty: 6138.435547
	Iteration 48Q: 3 clusters Score -2.799061e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235626 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -27990658.000000 Penalty: 6138.435547
	Iteration 49Q: 3 clusters Score -2.799066e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235652 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -27990614.000000 Penalty: 6138.435547
	Iteration 50Q: 3 clusters Score -2.799061e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235691 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -27990648.000000 Penalty: 6138.435547
	Iteration 51Q: 3 clusters Score -2.799065e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235724 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -27990654.000000 Penalty: 6138.435547
	Iteration 52Q: 3 clusters Score -2.799065e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235753 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -27990658.000000 Penalty: 6138.435547
	Iteration 53Q: 3 clusters Score -2.799066e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235775 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -27990678.000000 Penalty: 6138.435547
	Iteration 54Q: 3 clusters Score -2.799068e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235797 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -27990696.000000 Penalty: 6138.435547
	Iteration 55Q: 3 clusters Score -2.79907e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235816 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -27990748.000000 Penalty: 6138.435547
	Iteration 56Q: 3 clusters Score -2.799075e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235837 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -27990736.000000 Penalty: 6138.435547
	Iteration 57Q: 3 clusters Score -2.799074e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235862 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -27990770.000000 Penalty: 6138.435547
	Iteration 58Q: 3 clusters Score -2.799077e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235877 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -27990812.000000 Penalty: 6138.435547
	Iteration 59Q: 3 clusters Score -2.799081e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235897 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -27990818.000000 Penalty: 6138.435547
	Iteration 60F: 3 clusters Score -2.799082e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235912 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -27990830.000000 Penalty: 6138.435547
	Iteration 61Q: 3 clusters Score -2.799083e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235928 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -27990828.000000 Penalty: 6138.435547
	Iteration 62Q: 3 clusters Score -2.799083e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235937 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -27990832.000000 Penalty: 6138.435547
	Iteration 63Q: 3 clusters Score -2.799083e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235951 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -27990876.000000 Penalty: 6138.435547
	Iteration 64Q: 3 clusters Score -2.799088e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235965 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -27990880.000000 Penalty: 6138.435547
	Iteration 65Q: 3 clusters Score -2.799088e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235970 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -27990886.000000 Penalty: 6138.435547
	Iteration 66Q: 3 clusters Score -2.799089e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235975 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -27990898.000000 Penalty: 6138.435547
	Iteration 67Q: 3 clusters Score -2.79909e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235981 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -27990912.000000 Penalty: 6138.435547
	Iteration 68Q: 3 clusters Score -2.799091e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235984 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -27990920.000000 Penalty: 6138.435547
	Iteration 69Q: 3 clusters Score -2.799092e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235989 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -27990930.000000 Penalty: 6138.435547
	Iteration 70Q: 3 clusters Score -2.799093e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235990 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -27990934.000000 Penalty: 6138.435547
	Iteration 71Q: 3 clusters Score -2.799093e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235990 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -27990934.000000 Penalty: 6138.435547
	Iteration 72F: 3 clusters Score -2.799093e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Entering Unmasked Estep 
Score: -345518.500000 Penalty: 2013.167480
	Iteration 0F: 2 clusters Score -345518.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -342044.031250 Penalty: 4026.334961
	Iteration 0F: 3 clusters Score -342044 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -342783.718750 Penalty: 4026.334961
	Iteration 1F: 3 clusters Score -342783.7 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -343012.718750 Penalty: 4026.334961
	Iteration 2F: 3 clusters Score -343012.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -343181.812500 Penalty: 4026.334961
	Iteration 3F: 3 clusters Score -343181.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -343299.312500 Penalty: 4026.334961
	Iteration 4Q: 3 clusters Score -343299.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -343393.718750 Penalty: 4026.334961
	Iteration 5Q: 3 clusters Score -343393.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -343497.718750 Penalty: 4026.334961
	Iteration 6Q: 3 clusters Score -343497.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -343593.218750 Penalty: 4026.334961
	Iteration 7Q: 3 clusters Score -343593.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -343656.562500 Penalty: 4026.334961
	Iteration 8Q: 3 clusters Score -343656.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -343715.312500 Penalty: 4026.334961
	Iteration 9Q: 3 clusters Score -343715.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -343769.000000 Penalty: 4026.334961
	Iteration 10Q: 3 clusters Score -343769 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -343808.031250 Penalty: 4026.334961
	Iteration 11Q: 3 clusters Score -343808 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -343843.093750 Penalty: 4026.334961
	Iteration 12Q: 3 clusters Score -343843.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -343877.718750 Penalty: 4026.334961
	Iteration 13Q: 3 clusters Score -343877.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -343917.343750 Penalty: 4026.334961
	Iteration 14Q: 3 clusters Score -343917.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -343962.968750 Penalty: 4026.334961
	Iteration 15Q: 3 clusters Score -343963 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -344008.875000 Penalty: 4026.334961
	Iteration 16Q: 3 clusters Score -344008.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -344065.562500 Penalty: 4026.334961
	Iteration 17Q: 3 clusters Score -344065.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -344105.062500 Penalty: 4026.334961
	Iteration 18Q: 3 clusters Score -344105.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -344138.656250 Penalty: 4026.334961
	Iteration 19Q: 3 clusters Score -344138.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -344159.562500 Penalty: 4026.334961
	Iteration 20F: 3 clusters Score -344159.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -344173.718750 Penalty: 4026.334961
	Iteration 21Q: 3 clusters Score -344173.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -344180.875000 Penalty: 4026.334961
	Iteration 22Q: 3 clusters Score -344180.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -344188.937500 Penalty: 4026.334961
	Iteration 23Q: 3 clusters Score -344188.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -344196.593750 Penalty: 4026.334961
	Iteration 24Q: 3 clusters Score -344196.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -344201.562500 Penalty: 4026.334961
	Iteration 25Q: 3 clusters Score -344201.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -344212.187500 Penalty: 4026.334961
	Iteration 26Q: 3 clusters Score -344212.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -344218.625000 Penalty: 4026.334961
	Iteration 27Q: 3 clusters Score -344218.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -344222.812500 Penalty: 4026.334961
	Iteration 28Q: 3 clusters Score -344222.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -344228.406250 Penalty: 4026.334961
	Iteration 29Q: 3 clusters Score -344228.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -344232.750000 Penalty: 4026.334961
	Iteration 30Q: 3 clusters Score -344232.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -344238.812500 Penalty: 4026.334961
	Iteration 31Q: 3 clusters Score -344238.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -344241.312500 Penalty: 4026.334961
	Iteration 32Q: 3 clusters Score -344241.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -344245.656250 Penalty: 4026.334961
	Iteration 33Q: 3 clusters Score -344245.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -344246.312500 Penalty: 4026.334961
	Iteration 34Q: 3 clusters Score -344246.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -344248.062500 Penalty: 4026.334961
	Iteration 35Q: 3 clusters Score -344248.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -344249.000000 Penalty: 4026.334961
	Iteration 36Q: 3 clusters Score -344249 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -344249.250000 Penalty: 4026.334961
	Iteration 37Q: 3 clusters Score -344249.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -344249.250000 Penalty: 4026.334961
	Iteration 38F: 3 clusters Score -344249.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Entering Unmasked Estep 
Score: -438912.312500 Penalty: 2041.447144
	Iteration 0F: 2 clusters Score -438912.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -435186.937500 Penalty: 4082.894287
	Iteration 0F: 3 clusters Score -435186.9 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -435976.843750 Penalty: 4082.894287
	Iteration 1F: 3 clusters Score -435976.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -436146.000000 Penalty: 4082.894287
	Iteration 2F: 3 clusters Score -436146 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -436259.875000 Penalty: 4082.894287
	Iteration 3Q: 3 clusters Score -436259.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -436331.875000 Penalty: 4082.894287
	Iteration 4Q: 3 clusters Score -436331.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -436382.156250 Penalty: 4082.894287
	Iteration 5Q: 3 clusters Score -436382.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -436420.562500 Penalty: 4082.894287
	Iteration 6Q: 3 clusters Score -436420.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -436446.625000 Penalty: 4082.894287
	Iteration 7Q: 3 clusters Score -436446.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -436469.375000 Penalty: 4082.894287
	Iteration 8Q: 3 clusters Score -436469.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -436489.593750 Penalty: 4082.894287
	Iteration 9Q: 3 clusters Score -436489.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -436508.031250 Penalty: 4082.894287
	Iteration 10Q: 3 clusters Score -436508 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -436528.687500 Penalty: 4082.894287
	Iteration 11Q: 3 clusters Score -436528.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -436551.843750 Penalty: 4082.894287
	Iteration 12Q: 3 clusters Score -436551.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -436575.843750 Penalty: 4082.894287
	Iteration 13Q: 3 clusters Score -436575.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -436600.343750 Penalty: 4082.894287
	Iteration 14Q: 3 clusters Score -436600.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -436627.000000 Penalty: 4082.894287
	Iteration 15Q: 3 clusters Score -436627 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -436649.281250 Penalty: 4082.894287
	Iteration 16Q: 3 clusters Score -436649.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -436672.625000 Penalty: 4082.894287
	Iteration 17Q: 3 clusters Score -436672.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -436693.531250 Penalty: 4082.894287
	Iteration 18Q: 3 clusters Score -436693.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -436723.625000 Penalty: 4082.894287
	Iteration 19Q: 3 clusters Score -436723.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -436754.656250 Penalty: 4082.894287
	Iteration 20F: 3 clusters Score -436754.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -436780.812500 Penalty: 4082.894287
	Iteration 21Q: 3 clusters Score -436780.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -436802.343750 Penalty: 4082.894287
	Iteration 22Q: 3 clusters Score -436802.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -436829.125000 Penalty: 4082.894287
	Iteration 23Q: 3 clusters Score -436829.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -436854.250000 Penalty: 4082.894287
	Iteration 24Q: 3 clusters Score -436854.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -436887.093750 Penalty: 4082.894287
	Iteration 25Q: 3 clusters Score -436887.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -436918.781250 Penalty: 4082.894287
	Iteration 26Q: 3 clusters Score -436918.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -436957.750000 Penalty: 4082.894287
	Iteration 27Q: 3 clusters Score -436957.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -437011.937500 Penalty: 4082.894287
	Iteration 28Q: 3 clusters Score -437011.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -437048.156250 Penalty: 4082.894287
	Iteration 29Q: 3 clusters Score -437048.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -437082.937500 Penalty: 4082.894287
	Iteration 30Q: 3 clusters Score -437082.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -437102.906250 Penalty: 4082.894287
	Iteration 31Q: 3 clusters Score -437102.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -437123.968750 Penalty: 4082.894287
	Iteration 32Q: 3 clusters Score -437124 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -437143.000000 Penalty: 4082.894287
	Iteration 33Q: 3 clusters Score -437143 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -437167.968750 Penalty: 4082.894287
	Iteration 34Q: 3 clusters Score -437168 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -437194.531250 Penalty: 4082.894287
	Iteration 35Q: 3 clusters Score -437194.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -437218.937500 Penalty: 4082.894287
	Iteration 36Q: 3 clusters Score -437218.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -437246.125000 Penalty: 4082.894287
	Iteration 37Q: 3 clusters Score -437246.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -437263.000000 Penalty: 4082.894287
	Iteration 38Q: 3 clusters Score -437263 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -437273.656250 Penalty: 4082.894287
	Iteration 39Q: 3 clusters Score -437273.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -437291.812500 Penalty: 4082.894287
	Iteration 40F: 3 clusters Score -437291.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -437311.531250 Penalty: 4082.894287
	Iteration 41Q: 3 clusters Score -437311.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -437329.187500 Penalty: 4082.894287
	Iteration 42Q: 3 clusters Score -437329.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -437343.906250 Penalty: 4082.894287
	Iteration 43Q: 3 clusters Score -437343.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -437354.562500 Penalty: 4082.894287
	Iteration 44Q: 3 clusters Score -437354.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -437367.843750 Penalty: 4082.894287
	Iteration 45Q: 3 clusters Score -437367.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -437385.187500 Penalty: 4082.894287
	Iteration 46Q: 3 clusters Score -437385.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -437403.968750 Penalty: 4082.894287
	Iteration 47Q: 3 clusters Score -437404 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -437416.906250 Penalty: 4082.894287
	Iteration 48Q: 3 clusters Score -437416.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -437423.000000 Penalty: 4082.894287
	Iteration 49Q: 3 clusters Score -437423 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -437430.156250 Penalty: 4082.894287
	Iteration 50Q: 3 clusters Score -437430.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -437438.625000 Penalty: 4082.894287
	Iteration 51Q: 3 clusters Score -437438.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -437448.312500 Penalty: 4082.894287
	Iteration 52Q: 3 clusters Score -437448.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -437461.031250 Penalty: 4082.894287
	Iteration 53Q: 3 clusters Score -437461 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -437473.437500 Penalty: 4082.894287
	Iteration 54Q: 3 clusters Score -437473.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -437490.406250 Penalty: 4082.894287
	Iteration 55Q: 3 clusters Score -437490.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -437504.750000 Penalty: 4082.894287
	Iteration 56Q: 3 clusters Score -437504.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -437510.687500 Penalty: 4082.894287
	Iteration 57Q: 3 clusters Score -437510.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -437516.031250 Penalty: 4082.894287
	Iteration 58Q: 3 clusters Score -437516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -437520.343750 Penalty: 4082.894287
	Iteration 59Q: 3 clusters Score -437520.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -437524.718750 Penalty: 4082.894287
	Iteration 60F: 3 clusters Score -437524.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -437533.406250 Penalty: 4082.894287
	Iteration 61Q: 3 clusters Score -437533.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -437543.093750 Penalty: 4082.894287
	Iteration 62Q: 3 clusters Score -437543.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -437553.125000 Penalty: 4082.894287
	Iteration 63Q: 3 clusters Score -437553.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -437561.281250 Penalty: 4082.894287
	Iteration 64Q: 3 clusters Score -437561.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -437567.375000 Penalty: 4082.894287
	Iteration 65Q: 3 clusters Score -437567.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -437572.593750 Penalty: 4082.894287
	Iteration 66Q: 3 clusters Score -437572.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -437575.656250 Penalty: 4082.894287
	Iteration 67Q: 3 clusters Score -437575.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -437578.156250 Penalty: 4082.894287
	Iteration 68Q: 3 clusters Score -437578.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -437580.437500 Penalty: 4082.894287
	Iteration 69Q: 3 clusters Score -437580.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -437582.000000 Penalty: 4082.894287
	Iteration 70Q: 3 clusters Score -437582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -437583.875000 Penalty: 4082.894287
	Iteration 71Q: 3 clusters Score -437583.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -437584.593750 Penalty: 4082.894287
	Iteration 72Q: 3 clusters Score -437584.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -437584.593750 Penalty: 4082.894287
	Iteration 73F: 3 clusters Score -437584.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (5563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Entering Unmasked Estep 
Score: -600181.750000 Penalty: 2138.725342
	Iteration 0F: 2 clusters Score -600181.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -595291.000000 Penalty: 4277.450684
	Iteration 0F: 3 clusters Score -595291 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -596803.375000 Penalty: 4277.450684
	Iteration 1F: 3 clusters Score -596803.4 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -597556.312500 Penalty: 4277.450684
	Iteration 2F: 3 clusters Score -597556.3 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -598158.687500 Penalty: 4277.450684
	Iteration 3F: 3 clusters Score -598158.7 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -598534.000000 Penalty: 4277.450684
	Iteration 4F: 3 clusters Score -598534 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -598747.625000 Penalty: 4277.450684
	Iteration 5F: 3 clusters Score -598747.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -598855.562500 Penalty: 4277.450684
	Iteration 6Q: 3 clusters Score -598855.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -598916.312500 Penalty: 4277.450684
	Iteration 7Q: 3 clusters Score -598916.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -598956.750000 Penalty: 4277.450684
	Iteration 8Q: 3 clusters Score -598956.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -598981.750000 Penalty: 4277.450684
	Iteration 9Q: 3 clusters Score -598981.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -598999.562500 Penalty: 4277.450684
	Iteration 10Q: 3 clusters Score -598999.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -599015.000000 Penalty: 4277.450684
	Iteration 11Q: 3 clusters Score -599015 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -599024.187500 Penalty: 4277.450684
	Iteration 12Q: 3 clusters Score -599024.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -599035.000000 Penalty: 4277.450684
	Iteration 13Q: 3 clusters Score -599035 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -599041.375000 Penalty: 4277.450684
	Iteration 14Q: 3 clusters Score -599041.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -599044.000000 Penalty: 4277.450684
	Iteration 15Q: 3 clusters Score -599044 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -599049.125000 Penalty: 4277.450684
	Iteration 16Q: 3 clusters Score -599049.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -599053.125000 Penalty: 4277.450684
	Iteration 17Q: 3 clusters Score -599053.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -599058.875000 Penalty: 4277.450684
	Iteration 18Q: 3 clusters Score -599058.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -599063.937500 Penalty: 4277.450684
	Iteration 19Q: 3 clusters Score -599063.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -599066.625000 Penalty: 4277.450684
	Iteration 20F: 3 clusters Score -599066.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -599069.437500 Penalty: 4277.450684
	Iteration 21Q: 3 clusters Score -599069.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -599070.562500 Penalty: 4277.450684
	Iteration 22Q: 3 clusters Score -599070.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -599072.437500 Penalty: 4277.450684
	Iteration 23Q: 3 clusters Score -599072.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -599077.000000 Penalty: 4277.450684
	Iteration 24Q: 3 clusters Score -599077 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -599079.000000 Penalty: 4277.450684
	Iteration 25Q: 3 clusters Score -599079 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -599082.875000 Penalty: 4277.450684
	Iteration 26Q: 3 clusters Score -599082.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -599084.250000 Penalty: 4277.450684
	Iteration 27Q: 3 clusters Score -599084.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -599089.312500 Penalty: 4277.450684
	Iteration 28Q: 3 clusters Score -599089.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -599093.875000 Penalty: 4277.450684
	Iteration 29Q: 3 clusters Score -599093.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -599096.687500 Penalty: 4277.450684
	Iteration 30Q: 3 clusters Score -599096.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -599103.250000 Penalty: 4277.450684
	Iteration 31Q: 3 clusters Score -599103.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -599108.687500 Penalty: 4277.450684
	Iteration 32Q: 3 clusters Score -599108.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -599115.312500 Penalty: 4277.450684
	Iteration 33Q: 3 clusters Score -599115.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -599118.562500 Penalty: 4277.450684
	Iteration 34Q: 3 clusters Score -599118.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -599121.312500 Penalty: 4277.450684
	Iteration 35Q: 3 clusters Score -599121.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -599122.187500 Penalty: 4277.450684
	Iteration 36Q: 3 clusters Score -599122.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -599124.062500 Penalty: 4277.450684
	Iteration 37Q: 3 clusters Score -599124.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -599124.500000 Penalty: 4277.450684
	Iteration 38Q: 3 clusters Score -599124.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -599124.625000 Penalty: 4277.450684
	Iteration 39Q: 3 clusters Score -599124.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -599125.812500 Penalty: 4277.450684
	Iteration 40F: 3 clusters Score -599125.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -599125.562500 Penalty: 4277.450684
	Iteration 41Q: 3 clusters Score -599125.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -599126.312500 Penalty: 4277.450684
	Iteration 42Q: 3 clusters Score -599126.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -599126.250000 Penalty: 4277.450684
	Iteration 43Q: 3 clusters Score -599126.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -599127.875000 Penalty: 4277.450684
	Iteration 44Q: 3 clusters Score -599127.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -599127.000000 Penalty: 4277.450684
	Iteration 45Q: 3 clusters Score -599127 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -599127.500000 Penalty: 4277.450684
	Iteration 46Q: 3 clusters Score -599127.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -599127.500000 Penalty: 4277.450684
	Iteration 47F: 3 clusters Score -599127.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (73045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73045 members 
Entering Unmasked Estep 
Score: -7946985.500000 Penalty: 2777.310059
	Iteration 0F: 2 clusters Score -7946986 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36423 members 
Mstep: Class 2 contains 36622 members 
Entering Unmasked Estep 
Score: -7898238.500000 Penalty: 5554.620117
	Iteration 0F: 3 clusters Score -7898238 nChanged 34180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35607 members 
Mstep: Class 2 contains 37438 members 
Entering Unmasked Estep 
Score: -7918787.000000 Penalty: 5554.620117
	Iteration 1F: 3 clusters Score -7918787 nChanged 3874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34999 members 
Mstep: Class 2 contains 38046 members 
Entering Unmasked Estep 
Score: -7920472.000000 Penalty: 5554.620117
	Iteration 2F: 3 clusters Score -7920472 nChanged 4049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34006 members 
Mstep: Class 2 contains 39039 members 
Entering Unmasked Estep 
Score: -7922384.000000 Penalty: 5554.620117
	Iteration 3F: 3 clusters Score -7922384 nChanged 4205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32433 members 
Mstep: Class 2 contains 40612 members 
Entering Unmasked Estep 
Score: -7924491.000000 Penalty: 5554.620117
	Iteration 4F: 3 clusters Score -7924491 nChanged 4081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30320 members 
Mstep: Class 2 contains 42725 members 
Entering Unmasked Estep 
Score: -7926746.500000 Penalty: 5554.620117
	Iteration 5F: 3 clusters Score -7926746 nChanged 4130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27782 members 
Mstep: Class 2 contains 45263 members 
Entering Unmasked Estep 
Score: -7929403.500000 Penalty: 5554.620117
	Iteration 6F: 3 clusters Score -7929404 nChanged 3956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25076 members 
Mstep: Class 2 contains 47969 members 
Entering Unmasked Estep 
Score: -7932236.000000 Penalty: 5554.620117
	Iteration 7F: 3 clusters Score -7932236 nChanged 3684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22390 members 
Mstep: Class 2 contains 50655 members 
Entering Unmasked Estep 
Score: -7934954.500000 Penalty: 5554.620117
	Iteration 8F: 3 clusters Score -7934954 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19973 members 
Mstep: Class 2 contains 53072 members 
Entering Unmasked Estep 
Score: -7937166.000000 Penalty: 5554.620117
	Iteration 9Q: 3 clusters Score -7937166 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17943 members 
Mstep: Class 2 contains 55102 members 
Entering Unmasked Estep 
Score: -7938642.000000 Penalty: 5554.620117
	Iteration 10Q: 3 clusters Score -7938642 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16183 members 
Mstep: Class 2 contains 56862 members 
Entering Unmasked Estep 
Score: -7939692.000000 Penalty: 5554.620117
	Iteration 11Q: 3 clusters Score -7939692 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14575 members 
Mstep: Class 2 contains 58470 members 
Entering Unmasked Estep 
Score: -7940557.000000 Penalty: 5554.620117
	Iteration 12Q: 3 clusters Score -7940557 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13148 members 
Mstep: Class 2 contains 59897 members 
Entering Unmasked Estep 
Score: -7941285.000000 Penalty: 5554.620117
	Iteration 13Q: 3 clusters Score -7941285 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 61279 members 
Entering Unmasked Estep 
Score: -7941946.000000 Penalty: 5554.620117
	Iteration 14Q: 3 clusters Score -7941946 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 62579 members 
Entering Unmasked Estep 
Score: -7942606.500000 Penalty: 5554.620117
	Iteration 15Q: 3 clusters Score -7942606 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 63747 members 
Entering Unmasked Estep 
Score: -7943128.000000 Penalty: 5554.620117
	Iteration 16Q: 3 clusters Score -7943128 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 64759 members 
Entering Unmasked Estep 
Score: -7943583.000000 Penalty: 5554.620117
	Iteration 17Q: 3 clusters Score -7943583 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 65647 members 
Entering Unmasked Estep 
Score: -7943972.500000 Penalty: 5554.620117
	Iteration 18Q: 3 clusters Score -7943972 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 66426 members 
Entering Unmasked Estep 
Score: -7944352.500000 Penalty: 5554.620117
	Iteration 19Q: 3 clusters Score -7944352 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 67146 members 
Entering Unmasked Estep 
Score: -7944648.000000 Penalty: 5554.620117
	Iteration 20F: 3 clusters Score -7944648 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 67751 members 
Entering Unmasked Estep 
Score: -7944938.000000 Penalty: 5554.620117
	Iteration 21Q: 3 clusters Score -7944938 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 68263 members 
Entering Unmasked Estep 
Score: -7945111.500000 Penalty: 5554.620117
	Iteration 22Q: 3 clusters Score -7945112 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 68656 members 
Entering Unmasked Estep 
Score: -7945243.500000 Penalty: 5554.620117
	Iteration 23Q: 3 clusters Score -7945244 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 68984 members 
Entering Unmasked Estep 
Score: -7945340.500000 Penalty: 5554.620117
	Iteration 24Q: 3 clusters Score -7945340 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 69270 members 
Entering Unmasked Estep 
Score: -7945421.500000 Penalty: 5554.620117
	Iteration 25Q: 3 clusters Score -7945422 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 69494 members 
Entering Unmasked Estep 
Score: -7945485.000000 Penalty: 5554.620117
	Iteration 26Q: 3 clusters Score -7945485 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 69677 members 
Entering Unmasked Estep 
Score: -7945518.500000 Penalty: 5554.620117
	Iteration 27Q: 3 clusters Score -7945518 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 69841 members 
Entering Unmasked Estep 
Score: -7945569.000000 Penalty: 5554.620117
	Iteration 28Q: 3 clusters Score -7945569 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 69983 members 
Entering Unmasked Estep 
Score: -7945637.500000 Penalty: 5554.620117
	Iteration 29Q: 3 clusters Score -7945638 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 70108 members 
Entering Unmasked Estep 
Score: -7945675.000000 Penalty: 5554.620117
	Iteration 30Q: 3 clusters Score -7945675 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 70214 members 
Entering Unmasked Estep 
Score: -7945672.500000 Penalty: 5554.620117
	Iteration 31Q: 3 clusters Score -7945672 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 70316 members 
Entering Unmasked Estep 
Score: -7945715.000000 Penalty: 5554.620117
	Iteration 32Q: 3 clusters Score -7945715 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 70418 members 
Entering Unmasked Estep 
Score: -7945793.000000 Penalty: 5554.620117
	Iteration 33Q: 3 clusters Score -7945793 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 70511 members 
Entering Unmasked Estep 
Score: -7945849.500000 Penalty: 5554.620117
	Iteration 34Q: 3 clusters Score -7945850 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 70609 members 
Entering Unmasked Estep 
Score: -7945896.500000 Penalty: 5554.620117
	Iteration 35Q: 3 clusters Score -7945896 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 70683 members 
Entering Unmasked Estep 
Score: -7945937.000000 Penalty: 5554.620117
	Iteration 36Q: 3 clusters Score -7945937 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 70725 members 
Entering Unmasked Estep 
Score: -7945950.000000 Penalty: 5554.620117
	Iteration 37Q: 3 clusters Score -7945950 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 70765 members 
Entering Unmasked Estep 
Score: -7945971.500000 Penalty: 5554.620117
	Iteration 38Q: 3 clusters Score -7945972 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 70796 members 
Entering Unmasked Estep 
Score: -7945979.000000 Penalty: 5554.620117
	Iteration 39Q: 3 clusters Score -7945979 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 70820 members 
Entering Unmasked Estep 
Score: -7945989.000000 Penalty: 5554.620117
	Iteration 40F: 3 clusters Score -7945989 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 70838 members 
Entering Unmasked Estep 
Score: -7946000.500000 Penalty: 5554.620117
	Iteration 41Q: 3 clusters Score -7946000 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 70854 members 
Entering Unmasked Estep 
Score: -7946006.000000 Penalty: 5554.620117
	Iteration 42Q: 3 clusters Score -7946006 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 70865 members 
Entering Unmasked Estep 
Score: -7946012.500000 Penalty: 5554.620117
	Iteration 43Q: 3 clusters Score -7946012 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 70874 members 
Entering Unmasked Estep 
Score: -7946005.000000 Penalty: 5554.620117
	Iteration 44Q: 3 clusters Score -7946005 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 70884 members 
Entering Unmasked Estep 
Score: -7946017.500000 Penalty: 5554.620117
	Iteration 45Q: 3 clusters Score -7946018 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 70892 members 
Entering Unmasked Estep 
Score: -7946023.000000 Penalty: 5554.620117
	Iteration 46Q: 3 clusters Score -7946023 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 70896 members 
Entering Unmasked Estep 
Score: -7946010.500000 Penalty: 5554.620117
	Iteration 47Q: 3 clusters Score -7946010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 70898 members 
Entering Unmasked Estep 
Score: -7946017.000000 Penalty: 5554.620117
	Iteration 48Q: 3 clusters Score -7946017 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 70899 members 
Entering Unmasked Estep 
Score: -7946017.500000 Penalty: 5554.620117
	Iteration 49Q: 3 clusters Score -7946018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 70901 members 
Entering Unmasked Estep 
Score: -7946017.500000 Penalty: 5554.620117
	Iteration 50Q: 3 clusters Score -7946018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 70902 members 
Entering Unmasked Estep 
Score: -7946015.000000 Penalty: 5554.620117
	Iteration 51Q: 3 clusters Score -7946015 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 70901 members 
Entering Unmasked Estep 
Score: -7946017.000000 Penalty: 5554.620117
	Iteration 52Q: 3 clusters Score -7946017 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 70901 members 
Entering Unmasked Estep 
Score: -7946017.000000 Penalty: 5554.620117
	Iteration 53F: 3 clusters Score -7946017 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Entering Unmasked Estep 
Score: -580012.562500 Penalty: 2119.064209
	Iteration 0F: 2 clusters Score -580012.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -575413.187500 Penalty: 4238.128418
	Iteration 0F: 3 clusters Score -575413.2 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -576614.812500 Penalty: 4238.128418
	Iteration 1F: 3 clusters Score -576614.8 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -576860.562500 Penalty: 4238.128418
	Iteration 2F: 3 clusters Score -576860.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -577012.875000 Penalty: 4238.128418
	Iteration 3F: 3 clusters Score -577012.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -577154.000000 Penalty: 4238.128418
	Iteration 4Q: 3 clusters Score -577154 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -577304.562500 Penalty: 4238.128418
	Iteration 5Q: 3 clusters Score -577304.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -577471.437500 Penalty: 4238.128418
	Iteration 6Q: 3 clusters Score -577471.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -577663.937500 Penalty: 4238.128418
	Iteration 7Q: 3 clusters Score -577663.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -577865.812500 Penalty: 4238.128418
	Iteration 8Q: 3 clusters Score -577865.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -578048.750000 Penalty: 4238.128418
	Iteration 9Q: 3 clusters Score -578048.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -578174.937500 Penalty: 4238.128418
	Iteration 10Q: 3 clusters Score -578174.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -578286.937500 Penalty: 4238.128418
	Iteration 11Q: 3 clusters Score -578286.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -578386.687500 Penalty: 4238.128418
	Iteration 12Q: 3 clusters Score -578386.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -578481.000000 Penalty: 4238.128418
	Iteration 13Q: 3 clusters Score -578481 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -578555.437500 Penalty: 4238.128418
	Iteration 14Q: 3 clusters Score -578555.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -578617.750000 Penalty: 4238.128418
	Iteration 15Q: 3 clusters Score -578617.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -578665.875000 Penalty: 4238.128418
	Iteration 16Q: 3 clusters Score -578665.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -578715.937500 Penalty: 4238.128418
	Iteration 17Q: 3 clusters Score -578715.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -578772.125000 Penalty: 4238.128418
	Iteration 18Q: 3 clusters Score -578772.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -578848.500000 Penalty: 4238.128418
	Iteration 19Q: 3 clusters Score -578848.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -578934.375000 Penalty: 4238.128418
	Iteration 20F: 3 clusters Score -578934.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -579018.125000 Penalty: 4238.128418
	Iteration 21Q: 3 clusters Score -579018.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -579071.562500 Penalty: 4238.128418
	Iteration 22Q: 3 clusters Score -579071.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -579098.187500 Penalty: 4238.128418
	Iteration 23Q: 3 clusters Score -579098.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -579111.687500 Penalty: 4238.128418
	Iteration 24Q: 3 clusters Score -579111.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -579128.000000 Penalty: 4238.128418
	Iteration 25Q: 3 clusters Score -579128 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -579137.125000 Penalty: 4238.128418
	Iteration 26Q: 3 clusters Score -579137.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -579145.437500 Penalty: 4238.128418
	Iteration 27Q: 3 clusters Score -579145.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -579150.125000 Penalty: 4238.128418
	Iteration 28Q: 3 clusters Score -579150.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -579155.187500 Penalty: 4238.128418
	Iteration 29Q: 3 clusters Score -579155.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -579155.625000 Penalty: 4238.128418
	Iteration 30Q: 3 clusters Score -579155.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -579156.937500 Penalty: 4238.128418
	Iteration 31Q: 3 clusters Score -579156.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -579159.875000 Penalty: 4238.128418
	Iteration 32Q: 3 clusters Score -579159.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -579159.937500 Penalty: 4238.128418
	Iteration 33Q: 3 clusters Score -579159.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -579159.937500 Penalty: 4238.128418
	Iteration 34F: 3 clusters Score -579159.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (3151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Entering Unmasked Estep 
Score: -359566.218750 Penalty: 1997.757812
	Iteration 0F: 2 clusters Score -359566.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -356226.812500 Penalty: 3995.515625
	Iteration 0F: 3 clusters Score -356226.8 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -356930.093750 Penalty: 3995.515625
	Iteration 1F: 3 clusters Score -356930.1 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -357090.031250 Penalty: 3995.515625
	Iteration 2F: 3 clusters Score -357090 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -357179.468750 Penalty: 3995.515625
	Iteration 3Q: 3 clusters Score -357179.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -357257.593750 Penalty: 3995.515625
	Iteration 4Q: 3 clusters Score -357257.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -357327.593750 Penalty: 3995.515625
	Iteration 5Q: 3 clusters Score -357327.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -357391.687500 Penalty: 3995.515625
	Iteration 6Q: 3 clusters Score -357391.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -357441.812500 Penalty: 3995.515625
	Iteration 7Q: 3 clusters Score -357441.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -357490.250000 Penalty: 3995.515625
	Iteration 8Q: 3 clusters Score -357490.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -357549.125000 Penalty: 3995.515625
	Iteration 9Q: 3 clusters Score -357549.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -357608.656250 Penalty: 3995.515625
	Iteration 10Q: 3 clusters Score -357608.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -357669.812500 Penalty: 3995.515625
	Iteration 11Q: 3 clusters Score -357669.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -357732.031250 Penalty: 3995.515625
	Iteration 12Q: 3 clusters Score -357732 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -357783.531250 Penalty: 3995.515625
	Iteration 13Q: 3 clusters Score -357783.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -357836.531250 Penalty: 3995.515625
	Iteration 14Q: 3 clusters Score -357836.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -357883.906250 Penalty: 3995.515625
	Iteration 15Q: 3 clusters Score -357883.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -357919.062500 Penalty: 3995.515625
	Iteration 16Q: 3 clusters Score -357919.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -357944.875000 Penalty: 3995.515625
	Iteration 17Q: 3 clusters Score -357944.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -357967.562500 Penalty: 3995.515625
	Iteration 18Q: 3 clusters Score -357967.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -357985.562500 Penalty: 3995.515625
	Iteration 19Q: 3 clusters Score -357985.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -358000.062500 Penalty: 3995.515625
	Iteration 20F: 3 clusters Score -358000.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -358011.156250 Penalty: 3995.515625
	Iteration 21Q: 3 clusters Score -358011.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -358017.531250 Penalty: 3995.515625
	Iteration 22Q: 3 clusters Score -358017.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -358026.125000 Penalty: 3995.515625
	Iteration 23Q: 3 clusters Score -358026.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -358029.968750 Penalty: 3995.515625
	Iteration 24Q: 3 clusters Score -358030 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -358032.312500 Penalty: 3995.515625
	Iteration 25Q: 3 clusters Score -358032.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -358036.343750 Penalty: 3995.515625
	Iteration 26Q: 3 clusters Score -358036.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -358038.062500 Penalty: 3995.515625
	Iteration 27Q: 3 clusters Score -358038.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -358039.625000 Penalty: 3995.515625
	Iteration 28Q: 3 clusters Score -358039.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -358040.625000 Penalty: 3995.515625
	Iteration 29Q: 3 clusters Score -358040.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -358041.250000 Penalty: 3995.515625
	Iteration 30Q: 3 clusters Score -358041.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -358043.531250 Penalty: 3995.515625
	Iteration 31Q: 3 clusters Score -358043.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -358044.875000 Penalty: 3995.515625
	Iteration 32Q: 3 clusters Score -358044.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -358046.281250 Penalty: 3995.515625
	Iteration 33Q: 3 clusters Score -358046.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -358048.843750 Penalty: 3995.515625
	Iteration 34Q: 3 clusters Score -358048.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -358050.562500 Penalty: 3995.515625
	Iteration 35Q: 3 clusters Score -358050.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -358052.062500 Penalty: 3995.515625
	Iteration 36Q: 3 clusters Score -358052.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -358055.375000 Penalty: 3995.515625
	Iteration 37Q: 3 clusters Score -358055.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -358056.843750 Penalty: 3995.515625
	Iteration 38Q: 3 clusters Score -358056.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -358057.437500 Penalty: 3995.515625
	Iteration 39Q: 3 clusters Score -358057.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -358058.406250 Penalty: 3995.515625
	Iteration 40F: 3 clusters Score -358058.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -358059.250000 Penalty: 3995.515625
	Iteration 41Q: 3 clusters Score -358059.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -358059.250000 Penalty: 3995.515625
	Iteration 42F: 3 clusters Score -358059.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (4400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Entering Unmasked Estep 
Score: -525684.625000 Penalty: 2080.561035
	Iteration 0F: 2 clusters Score -525684.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -521479.937500 Penalty: 4161.122070
	Iteration 0F: 3 clusters Score -521479.9 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -522454.656250 Penalty: 4161.122070
	Iteration 1F: 3 clusters Score -522454.7 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -522681.218750 Penalty: 4161.122070
	Iteration 2F: 3 clusters Score -522681.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -522787.281250 Penalty: 4161.122070
	Iteration 3Q: 3 clusters Score -522787.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -522839.625000 Penalty: 4161.122070
	Iteration 4Q: 3 clusters Score -522839.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -522880.281250 Penalty: 4161.122070
	Iteration 5Q: 3 clusters Score -522880.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -522910.781250 Penalty: 4161.122070
	Iteration 6Q: 3 clusters Score -522910.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -522934.218750 Penalty: 4161.122070
	Iteration 7Q: 3 clusters Score -522934.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -522952.500000 Penalty: 4161.122070
	Iteration 8Q: 3 clusters Score -522952.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -522962.781250 Penalty: 4161.122070
	Iteration 9Q: 3 clusters Score -522962.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -522977.000000 Penalty: 4161.122070
	Iteration 10Q: 3 clusters Score -522977 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -522994.218750 Penalty: 4161.122070
	Iteration 11Q: 3 clusters Score -522994.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -523011.687500 Penalty: 4161.122070
	Iteration 12Q: 3 clusters Score -523011.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -523021.218750 Penalty: 4161.122070
	Iteration 13Q: 3 clusters Score -523021.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -523027.781250 Penalty: 4161.122070
	Iteration 14Q: 3 clusters Score -523027.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -523035.968750 Penalty: 4161.122070
	Iteration 15Q: 3 clusters Score -523036 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -523043.281250 Penalty: 4161.122070
	Iteration 16Q: 3 clusters Score -523043.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -523051.218750 Penalty: 4161.122070
	Iteration 17Q: 3 clusters Score -523051.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -523060.562500 Penalty: 4161.122070
	Iteration 18Q: 3 clusters Score -523060.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -523067.062500 Penalty: 4161.122070
	Iteration 19Q: 3 clusters Score -523067.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -523073.500000 Penalty: 4161.122070
	Iteration 20F: 3 clusters Score -523073.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -523084.093750 Penalty: 4161.122070
	Iteration 21Q: 3 clusters Score -523084.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -523094.125000 Penalty: 4161.122070
	Iteration 22Q: 3 clusters Score -523094.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -523100.968750 Penalty: 4161.122070
	Iteration 23Q: 3 clusters Score -523101 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -523105.812500 Penalty: 4161.122070
	Iteration 24Q: 3 clusters Score -523105.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -523109.593750 Penalty: 4161.122070
	Iteration 25Q: 3 clusters Score -523109.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -523116.625000 Penalty: 4161.122070
	Iteration 26Q: 3 clusters Score -523116.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -523122.781250 Penalty: 4161.122070
	Iteration 27Q: 3 clusters Score -523122.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -523129.875000 Penalty: 4161.122070
	Iteration 28Q: 3 clusters Score -523129.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -523135.937500 Penalty: 4161.122070
	Iteration 29Q: 3 clusters Score -523135.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -523142.875000 Penalty: 4161.122070
	Iteration 30Q: 3 clusters Score -523142.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -523147.187500 Penalty: 4161.122070
	Iteration 31Q: 3 clusters Score -523147.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -523154.843750 Penalty: 4161.122070
	Iteration 32Q: 3 clusters Score -523154.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -523162.687500 Penalty: 4161.122070
	Iteration 33Q: 3 clusters Score -523162.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -523172.468750 Penalty: 4161.122070
	Iteration 34Q: 3 clusters Score -523172.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -523180.593750 Penalty: 4161.122070
	Iteration 35Q: 3 clusters Score -523180.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -523189.093750 Penalty: 4161.122070
	Iteration 36Q: 3 clusters Score -523189.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -523199.125000 Penalty: 4161.122070
	Iteration 37Q: 3 clusters Score -523199.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -523208.906250 Penalty: 4161.122070
	Iteration 38Q: 3 clusters Score -523208.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -523217.937500 Penalty: 4161.122070
	Iteration 39Q: 3 clusters Score -523217.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -523227.281250 Penalty: 4161.122070
	Iteration 40F: 3 clusters Score -523227.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -523236.843750 Penalty: 4161.122070
	Iteration 41Q: 3 clusters Score -523236.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -523244.343750 Penalty: 4161.122070
	Iteration 42Q: 3 clusters Score -523244.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -523250.812500 Penalty: 4161.122070
	Iteration 43Q: 3 clusters Score -523250.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -523255.937500 Penalty: 4161.122070
	Iteration 44Q: 3 clusters Score -523255.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -523262.000000 Penalty: 4161.122070
	Iteration 45Q: 3 clusters Score -523262 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -523273.437500 Penalty: 4161.122070
	Iteration 46Q: 3 clusters Score -523273.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -523281.843750 Penalty: 4161.122070
	Iteration 47Q: 3 clusters Score -523281.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -523292.625000 Penalty: 4161.122070
	Iteration 48Q: 3 clusters Score -523292.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -523297.656250 Penalty: 4161.122070
	Iteration 49Q: 3 clusters Score -523297.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -523304.281250 Penalty: 4161.122070
	Iteration 50Q: 3 clusters Score -523304.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -523312.750000 Penalty: 4161.122070
	Iteration 51Q: 3 clusters Score -523312.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -523321.312500 Penalty: 4161.122070
	Iteration 52Q: 3 clusters Score -523321.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -523330.937500 Penalty: 4161.122070
	Iteration 53Q: 3 clusters Score -523330.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -523337.593750 Penalty: 4161.122070
	Iteration 54Q: 3 clusters Score -523337.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -523342.968750 Penalty: 4161.122070
	Iteration 55Q: 3 clusters Score -523343 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -523348.531250 Penalty: 4161.122070
	Iteration 56Q: 3 clusters Score -523348.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -523354.468750 Penalty: 4161.122070
	Iteration 57Q: 3 clusters Score -523354.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -523358.093750 Penalty: 4161.122070
	Iteration 58Q: 3 clusters Score -523358.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -523361.875000 Penalty: 4161.122070
	Iteration 59Q: 3 clusters Score -523361.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -523365.343750 Penalty: 4161.122070
	Iteration 60F: 3 clusters Score -523365.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -523369.437500 Penalty: 4161.122070
	Iteration 61Q: 3 clusters Score -523369.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -523373.937500 Penalty: 4161.122070
	Iteration 62Q: 3 clusters Score -523373.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -523376.750000 Penalty: 4161.122070
	Iteration 63Q: 3 clusters Score -523376.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -523381.312500 Penalty: 4161.122070
	Iteration 64Q: 3 clusters Score -523381.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -523385.593750 Penalty: 4161.122070
	Iteration 65Q: 3 clusters Score -523385.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -523387.156250 Penalty: 4161.122070
	Iteration 66Q: 3 clusters Score -523387.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -523392.218750 Penalty: 4161.122070
	Iteration 67Q: 3 clusters Score -523392.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -523396.062500 Penalty: 4161.122070
	Iteration 68Q: 3 clusters Score -523396.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -523398.406250 Penalty: 4161.122070
	Iteration 69Q: 3 clusters Score -523398.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -523401.406250 Penalty: 4161.122070
	Iteration 70Q: 3 clusters Score -523401.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -523403.968750 Penalty: 4161.122070
	Iteration 71Q: 3 clusters Score -523404 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -523405.562500 Penalty: 4161.122070
	Iteration 72Q: 3 clusters Score -523405.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -523409.437500 Penalty: 4161.122070
	Iteration 73Q: 3 clusters Score -523409.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -523410.281250 Penalty: 4161.122070
	Iteration 74Q: 3 clusters Score -523410.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -523412.875000 Penalty: 4161.122070
	Iteration 75Q: 3 clusters Score -523412.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -523413.375000 Penalty: 4161.122070
	Iteration 76Q: 3 clusters Score -523413.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -523415.937500 Penalty: 4161.122070
	Iteration 77Q: 3 clusters Score -523415.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -523419.718750 Penalty: 4161.122070
	Iteration 78Q: 3 clusters Score -523419.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -523420.937500 Penalty: 4161.122070
	Iteration 79Q: 3 clusters Score -523420.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -523421.156250 Penalty: 4161.122070
	Iteration 80F: 3 clusters Score -523421.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -523423.062500 Penalty: 4161.122070
	Iteration 81Q: 3 clusters Score -523423.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -523424.093750 Penalty: 4161.122070
	Iteration 82Q: 3 clusters Score -523424.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -523423.875000 Penalty: 4161.122070
	Iteration 83Q: 3 clusters Score -523423.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -523423.875000 Penalty: 4161.122070
	Iteration 84F: 3 clusters Score -523423.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (14853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14853 members 
Entering Unmasked Estep 
Score: -1783055.125000 Penalty: 2382.277344
	Iteration 0F: 2 clusters Score -1783055 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -1772329.250000 Penalty: 4764.554688
	Iteration 0F: 3 clusters Score -1772329 nChanged 6314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -1775605.625000 Penalty: 4764.554688
	Iteration 1F: 3 clusters Score -1775606 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -1775933.750000 Penalty: 4764.554688
	Iteration 2F: 3 clusters Score -1775934 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -1776227.500000 Penalty: 4764.554688
	Iteration 3Q: 3 clusters Score -1776228 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -1776540.375000 Penalty: 4764.554688
	Iteration 4Q: 3 clusters Score -1776540 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -1776893.875000 Penalty: 4764.554688
	Iteration 5Q: 3 clusters Score -1776894 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -1777370.250000 Penalty: 4764.554688
	Iteration 6F: 3 clusters Score -1777370 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -1777998.500000 Penalty: 4764.554688
	Iteration 7F: 3 clusters Score -1777998 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -1778738.875000 Penalty: 4764.554688
	Iteration 8F: 3 clusters Score -1778739 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 12942 members 
Entering Unmasked Estep 
Score: -1779405.750000 Penalty: 4764.554688
	Iteration 9F: 3 clusters Score -1779406 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 13576 members 
Entering Unmasked Estep 
Score: -1779981.125000 Penalty: 4764.554688
	Iteration 10Q: 3 clusters Score -1779981 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 14006 members 
Entering Unmasked Estep 
Score: -1780352.625000 Penalty: 4764.554688
	Iteration 11Q: 3 clusters Score -1780353 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -1780567.750000 Penalty: 4764.554688
	Iteration 12Q: 3 clusters Score -1780568 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 14358 members 
Entering Unmasked Estep 
Score: -1780709.875000 Penalty: 4764.554688
	Iteration 13Q: 3 clusters Score -1780710 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 14442 members 
Entering Unmasked Estep 
Score: -1780800.125000 Penalty: 4764.554688
	Iteration 14Q: 3 clusters Score -1780800 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 14484 members 
Entering Unmasked Estep 
Score: -1780844.875000 Penalty: 4764.554688
	Iteration 15Q: 3 clusters Score -1780845 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 14506 members 
Entering Unmasked Estep 
Score: -1780878.125000 Penalty: 4764.554688
	Iteration 16Q: 3 clusters Score -1780878 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 14525 members 
Entering Unmasked Estep 
Score: -1780896.875000 Penalty: 4764.554688
	Iteration 17Q: 3 clusters Score -1780897 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 14540 members 
Entering Unmasked Estep 
Score: -1780920.000000 Penalty: 4764.554688
	Iteration 18Q: 3 clusters Score -1780920 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 14551 members 
Entering Unmasked Estep 
Score: -1780936.000000 Penalty: 4764.554688
	Iteration 19Q: 3 clusters Score -1780936 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 14558 members 
Entering Unmasked Estep 
Score: -1780949.000000 Penalty: 4764.554688
	Iteration 20F: 3 clusters Score -1780949 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 14559 members 
Entering Unmasked Estep 
Score: -1780951.875000 Penalty: 4764.554688
	Iteration 21Q: 3 clusters Score -1780952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 14563 members 
Entering Unmasked Estep 
Score: -1780955.625000 Penalty: 4764.554688
	Iteration 22Q: 3 clusters Score -1780956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 14562 members 
Entering Unmasked Estep 
Score: -1780954.875000 Penalty: 4764.554688
	Iteration 23Q: 3 clusters Score -1780955 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 14562 members 
Entering Unmasked Estep 
Score: -1780956.875000 Penalty: 4764.554688
	Iteration 24Q: 3 clusters Score -1780957 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 14563 members 
Entering Unmasked Estep 
Score: -1780958.375000 Penalty: 4764.554688
	Iteration 25Q: 3 clusters Score -1780958 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 14563 members 
Entering Unmasked Estep 
Score: -1780958.375000 Penalty: 4764.554688
	Iteration 26F: 3 clusters Score -1780958 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (8851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Entering Unmasked Estep 
Score: -928702.750000 Penalty: 2253.894775
	Iteration 0F: 2 clusters Score -928702.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -921780.812500 Penalty: 4507.789551
	Iteration 0F: 3 clusters Score -921780.8 nChanged 3630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -923791.625000 Penalty: 4507.789551
	Iteration 1F: 3 clusters Score -923791.6 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -924074.375000 Penalty: 4507.789551
	Iteration 2F: 3 clusters Score -924074.4 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -924306.000000 Penalty: 4507.789551
	Iteration 3F: 3 clusters Score -924306 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -924472.687500 Penalty: 4507.789551
	Iteration 4Q: 3 clusters Score -924472.7 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -924616.250000 Penalty: 4507.789551
	Iteration 5Q: 3 clusters Score -924616.2 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -924747.687500 Penalty: 4507.789551
	Iteration 6Q: 3 clusters Score -924747.7 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -924856.812500 Penalty: 4507.789551
	Iteration 7Q: 3 clusters Score -924856.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -924946.750000 Penalty: 4507.789551
	Iteration 8Q: 3 clusters Score -924946.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -925046.562500 Penalty: 4507.789551
	Iteration 9Q: 3 clusters Score -925046.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -925149.875000 Penalty: 4507.789551
	Iteration 10Q: 3 clusters Score -925149.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -925236.937500 Penalty: 4507.789551
	Iteration 11Q: 3 clusters Score -925236.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -925317.750000 Penalty: 4507.789551
	Iteration 12Q: 3 clusters Score -925317.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -925399.312500 Penalty: 4507.789551
	Iteration 13Q: 3 clusters Score -925399.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -925491.687500 Penalty: 4507.789551
	Iteration 14Q: 3 clusters Score -925491.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -925580.062500 Penalty: 4507.789551
	Iteration 15Q: 3 clusters Score -925580.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -925667.562500 Penalty: 4507.789551
	Iteration 16Q: 3 clusters Score -925667.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -925737.625000 Penalty: 4507.789551
	Iteration 17Q: 3 clusters Score -925737.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -925806.125000 Penalty: 4507.789551
	Iteration 18Q: 3 clusters Score -925806.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -925866.312500 Penalty: 4507.789551
	Iteration 19Q: 3 clusters Score -925866.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -925929.187500 Penalty: 4507.789551
	Iteration 20F: 3 clusters Score -925929.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -926000.375000 Penalty: 4507.789551
	Iteration 21Q: 3 clusters Score -926000.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -926058.875000 Penalty: 4507.789551
	Iteration 22Q: 3 clusters Score -926058.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -926131.062500 Penalty: 4507.789551
	Iteration 23Q: 3 clusters Score -926131.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -926208.437500 Penalty: 4507.789551
	Iteration 24Q: 3 clusters Score -926208.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -926285.125000 Penalty: 4507.789551
	Iteration 25Q: 3 clusters Score -926285.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -926346.750000 Penalty: 4507.789551
	Iteration 26Q: 3 clusters Score -926346.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -926398.312500 Penalty: 4507.789551
	Iteration 27Q: 3 clusters Score -926398.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -926449.750000 Penalty: 4507.789551
	Iteration 28Q: 3 clusters Score -926449.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -926493.875000 Penalty: 4507.789551
	Iteration 29Q: 3 clusters Score -926493.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -926526.375000 Penalty: 4507.789551
	Iteration 30Q: 3 clusters Score -926526.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -926561.062500 Penalty: 4507.789551
	Iteration 31Q: 3 clusters Score -926561.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -926591.500000 Penalty: 4507.789551
	Iteration 32Q: 3 clusters Score -926591.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -926615.875000 Penalty: 4507.789551
	Iteration 33Q: 3 clusters Score -926615.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -926635.750000 Penalty: 4507.789551
	Iteration 34Q: 3 clusters Score -926635.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -926654.625000 Penalty: 4507.789551
	Iteration 35Q: 3 clusters Score -926654.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -926673.437500 Penalty: 4507.789551
	Iteration 36Q: 3 clusters Score -926673.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -926689.250000 Penalty: 4507.789551
	Iteration 37Q: 3 clusters Score -926689.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -926699.437500 Penalty: 4507.789551
	Iteration 38Q: 3 clusters Score -926699.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -926707.000000 Penalty: 4507.789551
	Iteration 39Q: 3 clusters Score -926707 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -926711.125000 Penalty: 4507.789551
	Iteration 40F: 3 clusters Score -926711.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -926718.250000 Penalty: 4507.789551
	Iteration 41Q: 3 clusters Score -926718.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -926726.812500 Penalty: 4507.789551
	Iteration 42Q: 3 clusters Score -926726.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -926732.625000 Penalty: 4507.789551
	Iteration 43Q: 3 clusters Score -926732.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -926739.125000 Penalty: 4507.789551
	Iteration 44Q: 3 clusters Score -926739.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -926741.312500 Penalty: 4507.789551
	Iteration 45Q: 3 clusters Score -926741.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -926742.125000 Penalty: 4507.789551
	Iteration 46Q: 3 clusters Score -926742.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -926745.875000 Penalty: 4507.789551
	Iteration 47Q: 3 clusters Score -926745.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -926750.250000 Penalty: 4507.789551
	Iteration 48Q: 3 clusters Score -926750.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -926752.687500 Penalty: 4507.789551
	Iteration 49Q: 3 clusters Score -926752.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -926753.250000 Penalty: 4507.789551
	Iteration 50Q: 3 clusters Score -926753.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -926756.000000 Penalty: 4507.789551
	Iteration 51Q: 3 clusters Score -926756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -926755.812500 Penalty: 4507.789551
	Iteration 52Q: 3 clusters Score -926755.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -926755.812500 Penalty: 4507.789551
	Iteration 53F: 3 clusters Score -926755.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (8934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Entering Unmasked Estep 
Score: -1007996.312500 Penalty: 2256.209473
	Iteration 0F: 2 clusters Score -1007996 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -1001033.187500 Penalty: 4512.418945
	Iteration 0F: 3 clusters Score -1001033 nChanged 3622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -1002888.000000 Penalty: 4512.418945
	Iteration 1F: 3 clusters Score -1002888 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -1003202.375000 Penalty: 4512.418945
	Iteration 2F: 3 clusters Score -1003202 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -1003430.562500 Penalty: 4512.418945
	Iteration 3F: 3 clusters Score -1003431 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -1003651.625000 Penalty: 4512.418945
	Iteration 4Q: 3 clusters Score -1003652 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1003881.062500 Penalty: 4512.418945
	Iteration 5Q: 3 clusters Score -1003881 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -1004118.250000 Penalty: 4512.418945
	Iteration 6Q: 3 clusters Score -1004118 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -1004359.312500 Penalty: 4512.418945
	Iteration 7Q: 3 clusters Score -1004359 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -1004578.875000 Penalty: 4512.418945
	Iteration 8Q: 3 clusters Score -1004579 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -1004766.000000 Penalty: 4512.418945
	Iteration 9Q: 3 clusters Score -1004766 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -1004907.687500 Penalty: 4512.418945
	Iteration 10Q: 3 clusters Score -1004908 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -1005036.875000 Penalty: 4512.418945
	Iteration 11Q: 3 clusters Score -1005037 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -1005148.062500 Penalty: 4512.418945
	Iteration 12Q: 3 clusters Score -1005148 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -1005250.812500 Penalty: 4512.418945
	Iteration 13Q: 3 clusters Score -1005251 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -1005354.812500 Penalty: 4512.418945
	Iteration 14Q: 3 clusters Score -1005355 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -1005440.250000 Penalty: 4512.418945
	Iteration 15Q: 3 clusters Score -1005440 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -1005517.625000 Penalty: 4512.418945
	Iteration 16Q: 3 clusters Score -1005518 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -1005590.500000 Penalty: 4512.418945
	Iteration 17Q: 3 clusters Score -1005590 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -1005675.250000 Penalty: 4512.418945
	Iteration 18Q: 3 clusters Score -1005675 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -1005742.187500 Penalty: 4512.418945
	Iteration 19Q: 3 clusters Score -1005742 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -1005793.875000 Penalty: 4512.418945
	Iteration 20F: 3 clusters Score -1005794 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -1005843.687500 Penalty: 4512.418945
	Iteration 21Q: 3 clusters Score -1005844 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -1005899.250000 Penalty: 4512.418945
	Iteration 22Q: 3 clusters Score -1005899 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -1005940.500000 Penalty: 4512.418945
	Iteration 23Q: 3 clusters Score -1005940 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -1005980.375000 Penalty: 4512.418945
	Iteration 24Q: 3 clusters Score -1005980 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -1006010.562500 Penalty: 4512.418945
	Iteration 25Q: 3 clusters Score -1006011 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -1006036.312500 Penalty: 4512.418945
	Iteration 26Q: 3 clusters Score -1006036 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -1006055.625000 Penalty: 4512.418945
	Iteration 27Q: 3 clusters Score -1006056 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -1006075.812500 Penalty: 4512.418945
	Iteration 28Q: 3 clusters Score -1006076 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -1006090.937500 Penalty: 4512.418945
	Iteration 29Q: 3 clusters Score -1006091 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -1006104.750000 Penalty: 4512.418945
	Iteration 30Q: 3 clusters Score -1006105 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -1006113.062500 Penalty: 4512.418945
	Iteration 31Q: 3 clusters Score -1006113 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -1006122.437500 Penalty: 4512.418945
	Iteration 32Q: 3 clusters Score -1006122 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -1006126.062500 Penalty: 4512.418945
	Iteration 33Q: 3 clusters Score -1006126 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -1006133.062500 Penalty: 4512.418945
	Iteration 34Q: 3 clusters Score -1006133 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -1006136.250000 Penalty: 4512.418945
	Iteration 35Q: 3 clusters Score -1006136 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -1006138.812500 Penalty: 4512.418945
	Iteration 36Q: 3 clusters Score -1006139 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -1006141.500000 Penalty: 4512.418945
	Iteration 37Q: 3 clusters Score -1006142 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -1006145.625000 Penalty: 4512.418945
	Iteration 38Q: 3 clusters Score -1006146 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -1006148.437500 Penalty: 4512.418945
	Iteration 39Q: 3 clusters Score -1006148 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -1006154.062500 Penalty: 4512.418945
	Iteration 40F: 3 clusters Score -1006154 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -1006159.062500 Penalty: 4512.418945
	Iteration 41Q: 3 clusters Score -1006159 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -1006163.375000 Penalty: 4512.418945
	Iteration 42Q: 3 clusters Score -1006163 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -1006164.812500 Penalty: 4512.418945
	Iteration 43Q: 3 clusters Score -1006165 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -1006164.812500 Penalty: 4512.418945
	Iteration 44F: 3 clusters Score -1006165 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (26668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26668 members 
Entering Unmasked Estep 
Score: -3098000.000000 Penalty: 2527.422363
	Iteration 0F: 2 clusters Score -3098000 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13331 members 
Mstep: Class 2 contains 13337 members 
Entering Unmasked Estep 
Score: -3079598.500000 Penalty: 5054.844727
	Iteration 0F: 3 clusters Score -3079598 nChanged 11851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13474 members 
Mstep: Class 2 contains 13194 members 
Entering Unmasked Estep 
Score: -3085850.250000 Penalty: 5054.844727
	Iteration 1F: 3 clusters Score -3085850 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13680 members 
Mstep: Class 2 contains 12988 members 
Entering Unmasked Estep 
Score: -3086253.000000 Penalty: 5054.844727
	Iteration 2Q: 3 clusters Score -3086253 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13967 members 
Mstep: Class 2 contains 12701 members 
Entering Unmasked Estep 
Score: -3086623.750000 Penalty: 5054.844727
	Iteration 3Q: 3 clusters Score -3086624 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14370 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -3087036.250000 Penalty: 5054.844727
	Iteration 4Q: 3 clusters Score -3087036 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14941 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -3087505.250000 Penalty: 5054.844727
	Iteration 5Q: 3 clusters Score -3087505 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15735 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -3088068.000000 Penalty: 5054.844727
	Iteration 6Q: 3 clusters Score -3088068 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16775 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -3088877.250000 Penalty: 5054.844727
	Iteration 7F: 3 clusters Score -3088877 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18061 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -3089913.750000 Penalty: 5054.844727
	Iteration 8F: 3 clusters Score -3089914 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19548 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -3091155.250000 Penalty: 5054.844727
	Iteration 9F: 3 clusters Score -3091155 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21113 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -3092506.500000 Penalty: 5054.844727
	Iteration 10F: 3 clusters Score -3092506 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22559 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -3093767.250000 Penalty: 5054.844727
	Iteration 11F: 3 clusters Score -3093767 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23759 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -3094806.750000 Penalty: 5054.844727
	Iteration 12Q: 3 clusters Score -3094807 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24565 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -3095436.000000 Penalty: 5054.844727
	Iteration 13Q: 3 clusters Score -3095436 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25094 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -3095834.250000 Penalty: 5054.844727
	Iteration 14Q: 3 clusters Score -3095834 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25381 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -3096014.500000 Penalty: 5054.844727
	Iteration 15Q: 3 clusters Score -3096014 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25534 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -3096103.000000 Penalty: 5054.844727
	Iteration 16Q: 3 clusters Score -3096103 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25615 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -3096145.000000 Penalty: 5054.844727
	Iteration 17Q: 3 clusters Score -3096145 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25667 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -3096158.500000 Penalty: 5054.844727
	Iteration 18Q: 3 clusters Score -3096158 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25702 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -3096175.000000 Penalty: 5054.844727
	Iteration 19Q: 3 clusters Score -3096175 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25727 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -3096195.750000 Penalty: 5054.844727
	Iteration 20F: 3 clusters Score -3096196 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25750 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -3096206.750000 Penalty: 5054.844727
	Iteration 21Q: 3 clusters Score -3096207 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25762 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -3096212.500000 Penalty: 5054.844727
	Iteration 22Q: 3 clusters Score -3096212 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25775 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -3096224.250000 Penalty: 5054.844727
	Iteration 23Q: 3 clusters Score -3096224 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25786 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -3096227.750000 Penalty: 5054.844727
	Iteration 24Q: 3 clusters Score -3096228 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25794 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -3096230.000000 Penalty: 5054.844727
	Iteration 25Q: 3 clusters Score -3096230 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25800 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -3096233.750000 Penalty: 5054.844727
	Iteration 26Q: 3 clusters Score -3096234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25803 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -3096232.250000 Penalty: 5054.844727
	Iteration 27Q: 3 clusters Score -3096232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25806 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -3096235.000000 Penalty: 5054.844727
	Iteration 28Q: 3 clusters Score -3096235 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25809 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -3096233.500000 Penalty: 5054.844727
	Iteration 29Q: 3 clusters Score -3096234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25811 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -3096230.750000 Penalty: 5054.844727
	Iteration 30Q: 3 clusters Score -3096231 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25811 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -3096232.250000 Penalty: 5054.844727
	Iteration 31Q: 3 clusters Score -3096232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25812 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -3096232.000000 Penalty: 5054.844727
	Iteration 32Q: 3 clusters Score -3096232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25814 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -3096236.000000 Penalty: 5054.844727
	Iteration 33Q: 3 clusters Score -3096236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25817 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -3096232.000000 Penalty: 5054.844727
	Iteration 34Q: 3 clusters Score -3096232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25820 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -3096234.250000 Penalty: 5054.844727
	Iteration 35Q: 3 clusters Score -3096234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25822 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -3096239.500000 Penalty: 5054.844727
	Iteration 36Q: 3 clusters Score -3096240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25825 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -3096238.250000 Penalty: 5054.844727
	Iteration 37Q: 3 clusters Score -3096238 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25825 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -3096238.250000 Penalty: 5054.844727
	Iteration 38F: 3 clusters Score -3096238 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (44790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44790 members 
Entering Unmasked Estep 
Score: -5102597.000000 Penalty: 2656.015625
	Iteration 0F: 2 clusters Score -5102597 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22415 members 
Mstep: Class 2 contains 22375 members 
Entering Unmasked Estep 
Score: -5072497.000000 Penalty: 5312.031250
	Iteration 0F: 3 clusters Score -5072497 nChanged 20623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23306 members 
Mstep: Class 2 contains 21484 members 
Entering Unmasked Estep 
Score: -5084153.500000 Penalty: 5312.031250
	Iteration 1F: 3 clusters Score -5084154 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24013 members 
Mstep: Class 2 contains 20777 members 
Entering Unmasked Estep 
Score: -5085424.500000 Penalty: 5312.031250
	Iteration 2F: 3 clusters Score -5085424 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25079 members 
Mstep: Class 2 contains 19711 members 
Entering Unmasked Estep 
Score: -5087000.000000 Penalty: 5312.031250
	Iteration 3F: 3 clusters Score -5087000 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26495 members 
Mstep: Class 2 contains 18295 members 
Entering Unmasked Estep 
Score: -5088889.000000 Penalty: 5312.031250
	Iteration 4F: 3 clusters Score -5088889 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28056 members 
Mstep: Class 2 contains 16734 members 
Entering Unmasked Estep 
Score: -5090645.000000 Penalty: 5312.031250
	Iteration 5F: 3 clusters Score -5090645 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29672 members 
Mstep: Class 2 contains 15118 members 
Entering Unmasked Estep 
Score: -5092252.500000 Penalty: 5312.031250
	Iteration 6F: 3 clusters Score -5092252 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31380 members 
Mstep: Class 2 contains 13410 members 
Entering Unmasked Estep 
Score: -5093814.500000 Penalty: 5312.031250
	Iteration 7F: 3 clusters Score -5093814 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33112 members 
Mstep: Class 2 contains 11678 members 
Entering Unmasked Estep 
Score: -5095506.000000 Penalty: 5312.031250
	Iteration 8Q: 3 clusters Score -5095506 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34701 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -5097303.500000 Penalty: 5312.031250
	Iteration 9Q: 3 clusters Score -5097304 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36029 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -5099086.000000 Penalty: 5312.031250
	Iteration 10Q: 3 clusters Score -5099086 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36968 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -5100373.000000 Penalty: 5312.031250
	Iteration 11Q: 3 clusters Score -5100373 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37613 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -5101090.500000 Penalty: 5312.031250
	Iteration 12Q: 3 clusters Score -5101090 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38040 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -5101405.000000 Penalty: 5312.031250
	Iteration 13Q: 3 clusters Score -5101405 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38375 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -5101560.500000 Penalty: 5312.031250
	Iteration 14Q: 3 clusters Score -5101560 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38659 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -5101696.500000 Penalty: 5312.031250
	Iteration 15Q: 3 clusters Score -5101696 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38872 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -5101747.000000 Penalty: 5312.031250
	Iteration 16Q: 3 clusters Score -5101747 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39044 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -5101790.500000 Penalty: 5312.031250
	Iteration 17Q: 3 clusters Score -5101790 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39181 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -5101837.000000 Penalty: 5312.031250
	Iteration 18Q: 3 clusters Score -5101837 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39294 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -5101844.500000 Penalty: 5312.031250
	Iteration 19Q: 3 clusters Score -5101844 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39389 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -5101878.000000 Penalty: 5312.031250
	Iteration 20F: 3 clusters Score -5101878 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39469 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -5101899.000000 Penalty: 5312.031250
	Iteration 21Q: 3 clusters Score -5101899 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39549 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -5101912.500000 Penalty: 5312.031250
	Iteration 22Q: 3 clusters Score -5101912 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39619 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -5101923.500000 Penalty: 5312.031250
	Iteration 23Q: 3 clusters Score -5101924 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39666 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -5101933.500000 Penalty: 5312.031250
	Iteration 24Q: 3 clusters Score -5101934 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39705 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -5101940.000000 Penalty: 5312.031250
	Iteration 25Q: 3 clusters Score -5101940 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39741 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -5101931.500000 Penalty: 5312.031250
	Iteration 26Q: 3 clusters Score -5101932 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39774 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -5101932.000000 Penalty: 5312.031250
	Iteration 27Q: 3 clusters Score -5101932 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39801 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -5101940.000000 Penalty: 5312.031250
	Iteration 28Q: 3 clusters Score -5101940 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39830 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -5101936.500000 Penalty: 5312.031250
	Iteration 29Q: 3 clusters Score -5101936 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39865 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -5101940.500000 Penalty: 5312.031250
	Iteration 30Q: 3 clusters Score -5101940 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39888 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -5101941.500000 Penalty: 5312.031250
	Iteration 31Q: 3 clusters Score -5101942 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39901 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -5101937.500000 Penalty: 5312.031250
	Iteration 32Q: 3 clusters Score -5101938 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39920 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -5101941.000000 Penalty: 5312.031250
	Iteration 33Q: 3 clusters Score -5101941 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39934 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -5101936.000000 Penalty: 5312.031250
	Iteration 34Q: 3 clusters Score -5101936 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39950 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -5101944.000000 Penalty: 5312.031250
	Iteration 35Q: 3 clusters Score -5101944 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39965 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -5101944.500000 Penalty: 5312.031250
	Iteration 36Q: 3 clusters Score -5101944 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39979 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -5101941.000000 Penalty: 5312.031250
	Iteration 37Q: 3 clusters Score -5101941 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39990 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -5101947.500000 Penalty: 5312.031250
	Iteration 38Q: 3 clusters Score -5101948 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40003 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -5101947.000000 Penalty: 5312.031250
	Iteration 39Q: 3 clusters Score -5101947 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40004 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -5101947.500000 Penalty: 5312.031250
	Iteration 40F: 3 clusters Score -5101948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40005 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -5101946.500000 Penalty: 5312.031250
	Iteration 41Q: 3 clusters Score -5101946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40006 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -5101945.000000 Penalty: 5312.031250
	Iteration 42Q: 3 clusters Score -5101945 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40006 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -5101945.000000 Penalty: 5312.031250
	Iteration 43F: 3 clusters Score -5101945 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 119438 members 
Mstep: Class 2 contains 213593 members 
Mstep: Class 3 contains 1509 members 
Mstep: Class 4 contains 9017 members 
Mstep: Class 5 contains 4375 members 
Mstep: Class 6 contains 1246 members 
Mstep: Class 7 contains 10687 members 
Mstep: Class 8 contains 37325 members 
Mstep: Class 9 contains 1235 members 
Mstep: Class 10 contains 83953 members 
Mstep: Class 11 contains 228865 members 
Mstep: Class 12 contains 75581 members 
Mstep: Class 13 contains 8435 members 
Mstep: Class 14 contains 3911 members 
Mstep: Class 15 contains 2324 members 
Mstep: Class 16 contains 41119 members 
Mstep: Class 17 contains 15595 members 
Mstep: Class 18 contains 949 members 
Mstep: Class 19 contains 38091 members 
Mstep: Class 20 contains 4657 members 
Mstep: Class 21 contains 5327 members 
Mstep: Class 22 contains 1137 members 
Mstep: Class 23 contains 12354 members 
Mstep: Class 24 contains 237015 members 
Mstep: Class 25 contains 3353 members 
Mstep: Class 26 contains 3758 members 
Mstep: Class 27 contains 5563 members 
Mstep: Class 28 contains 73045 members 
Mstep: Class 29 contains 5139 members 
Mstep: Class 30 contains 3151 members 
Mstep: Class 31 contains 4400 members 
Mstep: Class 32 contains 14853 members 
Mstep: Class 33 contains 8851 members 
Mstep: Class 34 contains 8934 members 
Mstep: Class 35 contains 26668 members 
Mstep: Class 36 contains 44790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155656912.000000 Penalty: 126091.726562
Iteration 119Q: 37 clusters Score -1.556569e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 119435 members 
Mstep: Class 2 contains 213586 members 
Mstep: Class 3 contains 1509 members 
Mstep: Class 4 contains 9017 members 
Mstep: Class 5 contains 4375 members 
Mstep: Class 6 contains 1246 members 
Mstep: Class 7 contains 10687 members 
Mstep: Class 8 contains 37323 members 
Mstep: Class 9 contains 1235 members 
Mstep: Class 10 contains 83954 members 
Mstep: Class 11 contains 228866 members 
Mstep: Class 12 contains 75583 members 
Mstep: Class 13 contains 8435 members 
Mstep: Class 14 contains 3911 members 
Mstep: Class 15 contains 2324 members 
Mstep: Class 16 contains 41119 members 
Mstep: Class 17 contains 15595 members 
Mstep: Class 18 contains 949 members 
Mstep: Class 19 contains 38086 members 
Mstep: Class 20 contains 4657 members 
Mstep: Class 21 contains 5332 members 
Mstep: Class 22 contains 1137 members 
Mstep: Class 23 contains 12352 members 
Mstep: Class 24 contains 237013 members 
Mstep: Class 25 contains 3353 members 
Mstep: Class 26 contains 3758 members 
Mstep: Class 27 contains 5564 members 
Mstep: Class 28 contains 73048 members 
Mstep: Class 29 contains 5133 members 
Mstep: Class 30 contains 3151 members 
Mstep: Class 31 contains 4397 members 
Mstep: Class 32 contains 14869 members 
Mstep: Class 33 contains 8851 members 
Mstep: Class 34 contains 8934 members 
Mstep: Class 35 contains 26669 members 
Mstep: Class 36 contains 44790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155657072.000000 Penalty: 126091.726562
Iteration 120F: 37 clusters Score -1.556571e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 119435 members 
Mstep: Class 2 contains 213585 members 
Mstep: Class 3 contains 1509 members 
Mstep: Class 4 contains 9017 members 
Mstep: Class 5 contains 4375 members 
Mstep: Class 6 contains 1246 members 
Mstep: Class 7 contains 10687 members 
Mstep: Class 8 contains 37324 members 
Mstep: Class 9 contains 1235 members 
Mstep: Class 10 contains 83954 members 
Mstep: Class 11 contains 228867 members 
Mstep: Class 12 contains 75585 members 
Mstep: Class 13 contains 8435 members 
Mstep: Class 14 contains 3911 members 
Mstep: Class 15 contains 2324 members 
Mstep: Class 16 contains 41120 members 
Mstep: Class 17 contains 15595 members 
Mstep: Class 18 contains 949 members 
Mstep: Class 19 contains 38082 members 
Mstep: Class 20 contains 4657 members 
Mstep: Class 21 contains 5337 members 
Mstep: Class 22 contains 1137 members 
Mstep: Class 23 contains 12351 members 
Mstep: Class 24 contains 237010 members 
Mstep: Class 25 contains 3353 members 
Mstep: Class 26 contains 3758 members 
Mstep: Class 27 contains 5564 members 
Mstep: Class 28 contains 73042 members 
Mstep: Class 29 contains 5133 members 
Mstep: Class 30 contains 3151 members 
Mstep: Class 31 contains 4389 members 
Mstep: Class 32 contains 14882 members 
Mstep: Class 33 contains 8851 members 
Mstep: Class 34 contains 8934 members 
Mstep: Class 35 contains 26669 members 
Mstep: Class 36 contains 44790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155657008.000000 Penalty: 126091.726562
Iteration 121Q: 37 clusters Score -1.55657e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 119432 members 
Mstep: Class 2 contains 213585 members 
Mstep: Class 3 contains 1509 members 
Mstep: Class 4 contains 9017 members 
Mstep: Class 5 contains 4375 members 
Mstep: Class 6 contains 1246 members 
Mstep: Class 7 contains 10687 members 
Mstep: Class 8 contains 37325 members 
Mstep: Class 9 contains 1235 members 
Mstep: Class 10 contains 83954 members 
Mstep: Class 11 contains 228869 members 
Mstep: Class 12 contains 75584 members 
Mstep: Class 13 contains 8435 members 
Mstep: Class 14 contains 3911 members 
Mstep: Class 15 contains 2324 members 
Mstep: Class 16 contains 41120 members 
Mstep: Class 17 contains 15594 members 
Mstep: Class 18 contains 949 members 
Mstep: Class 19 contains 38080 members 
Mstep: Class 20 contains 4657 members 
Mstep: Class 21 contains 5340 members 
Mstep: Class 22 contains 1137 members 
Mstep: Class 23 contains 12351 members 
Mstep: Class 24 contains 237008 members 
Mstep: Class 25 contains 3353 members 
Mstep: Class 26 contains 3758 members 
Mstep: Class 27 contains 5564 members 
Mstep: Class 28 contains 73034 members 
Mstep: Class 29 contains 5137 members 
Mstep: Class 30 contains 3151 members 
Mstep: Class 31 contains 4378 members 
Mstep: Class 32 contains 14900 members 
Mstep: Class 33 contains 8851 members 
Mstep: Class 34 contains 8934 members 
Mstep: Class 35 contains 26669 members 
Mstep: Class 36 contains 44790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155657024.000000 Penalty: 126091.726562
Iteration 122Q: 37 clusters Score -1.55657e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 119429 members 
Mstep: Class 2 contains 213576 members 
Mstep: Class 3 contains 1509 members 
Mstep: Class 4 contains 9016 members 
Mstep: Class 5 contains 4375 members 
Mstep: Class 6 contains 1246 members 
Mstep: Class 7 contains 10687 members 
Mstep: Class 8 contains 37327 members 
Mstep: Class 9 contains 1235 members 
Mstep: Class 10 contains 83952 members 
Mstep: Class 11 contains 228871 members 
Mstep: Class 12 contains 75584 members 
Mstep: Class 13 contains 8435 members 
Mstep: Class 14 contains 3911 members 
Mstep: Class 15 contains 2324 members 
Mstep: Class 16 contains 41120 members 
Mstep: Class 17 contains 15593 members 
Mstep: Class 18 contains 949 members 
Mstep: Class 19 contains 38084 members 
Mstep: Class 20 contains 4657 members 
Mstep: Class 21 contains 5343 members 
Mstep: Class 22 contains 1137 members 
Mstep: Class 23 contains 12351 members 
Mstep: Class 24 contains 237008 members 
Mstep: Class 25 contains 3353 members 
Mstep: Class 26 contains 3758 members 
Mstep: Class 27 contains 5564 members 
Mstep: Class 28 contains 73028 members 
Mstep: Class 29 contains 5136 members 
Mstep: Class 30 contains 3151 members 
Mstep: Class 31 contains 4371 members 
Mstep: Class 32 contains 14919 members 
Mstep: Class 33 contains 8851 members 
Mstep: Class 34 contains 8934 members 
Mstep: Class 35 contains 26669 members 
Mstep: Class 36 contains 44790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155656976.000000 Penalty: 126091.726562
Iteration 123Q: 37 clusters Score -1.55657e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 119425 members 
Mstep: Class 2 contains 213568 members 
Mstep: Class 3 contains 1509 members 
Mstep: Class 4 contains 9015 members 
Mstep: Class 5 contains 4375 members 
Mstep: Class 6 contains 1246 members 
Mstep: Class 7 contains 10687 members 
Mstep: Class 8 contains 37329 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 83951 members 
Mstep: Class 11 contains 228869 members 
Mstep: Class 12 contains 75583 members 
Mstep: Class 13 contains 8435 members 
Mstep: Class 14 contains 3911 members 
Mstep: Class 15 contains 2324 members 
Mstep: Class 16 contains 41120 members 
Mstep: Class 17 contains 15594 members 
Mstep: Class 18 contains 949 members 
Mstep: Class 19 contains 38084 members 
Mstep: Class 20 contains 4657 members 
Mstep: Class 21 contains 5348 members 
Mstep: Class 22 contains 1137 members 
Mstep: Class 23 contains 12352 members 
Mstep: Class 24 contains 237011 members 
Mstep: Class 25 contains 3353 members 
Mstep: Class 26 contains 3758 members 
Mstep: Class 27 contains 5563 members 
Mstep: Class 28 contains 73019 members 
Mstep: Class 29 contains 5133 members 
Mstep: Class 30 contains 3151 members 
Mstep: Class 31 contains 4359 members 
Mstep: Class 32 contains 14950 members 
Mstep: Class 33 contains 8851 members 
Mstep: Class 34 contains 8934 members 
Mstep: Class 35 contains 26669 members 
Mstep: Class 36 contains 44790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155657072.000000 Penalty: 126091.726562
Iteration 124Q: 37 clusters Score -1.556571e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 119422 members 
Mstep: Class 2 contains 213567 members 
Mstep: Class 3 contains 1509 members 
Mstep: Class 4 contains 9015 members 
Mstep: Class 5 contains 4375 members 
Mstep: Class 6 contains 1246 members 
Mstep: Class 7 contains 10687 members 
Mstep: Class 8 contains 37329 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 83951 members 
Mstep: Class 11 contains 228866 members 
Mstep: Class 12 contains 75584 members 
Mstep: Class 13 contains 8435 members 
Mstep: Class 14 contains 3911 members 
Mstep: Class 15 contains 2324 members 
Mstep: Class 16 contains 41120 members 
Mstep: Class 17 contains 15594 members 
Mstep: Class 18 contains 949 members 
Mstep: Class 19 contains 38082 members 
Mstep: Class 20 contains 4657 members 
Mstep: Class 21 contains 5349 members 
Mstep: Class 22 contains 1137 members 
Mstep: Class 23 contains 12356 members 
Mstep: Class 24 contains 237010 members 
Mstep: Class 25 contains 3353 members 
Mstep: Class 26 contains 3758 members 
Mstep: Class 27 contains 5563 members 
Mstep: Class 28 contains 73013 members 
Mstep: Class 29 contains 5132 members 
Mstep: Class 30 contains 3151 members 
Mstep: Class 31 contains 4357 members 
Mstep: Class 32 contains 14963 members 
Mstep: Class 33 contains 8851 members 
Mstep: Class 34 contains 8934 members 
Mstep: Class 35 contains 26669 members 
Mstep: Class 36 contains 44790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155656992.000000 Penalty: 126091.726562
Iteration 125Q: 37 clusters Score -1.55657e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 119424 members 
Mstep: Class 2 contains 213567 members 
Mstep: Class 3 contains 1510 members 
Mstep: Class 4 contains 9015 members 
Mstep: Class 5 contains 4375 members 
Mstep: Class 6 contains 1246 members 
Mstep: Class 7 contains 10687 members 
Mstep: Class 8 contains 37326 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 83950 members 
Mstep: Class 11 contains 228864 members 
Mstep: Class 12 contains 75585 members 
Mstep: Class 13 contains 8435 members 
Mstep: Class 14 contains 3911 members 
Mstep: Class 15 contains 2324 members 
Mstep: Class 16 contains 41120 members 
Mstep: Class 17 contains 15594 members 
Mstep: Class 18 contains 949 members 
Mstep: Class 19 contains 38078 members 
Mstep: Class 20 contains 4657 members 
Mstep: Class 21 contains 5348 members 
Mstep: Class 22 contains 1137 members 
Mstep: Class 23 contains 12357 members 
Mstep: Class 24 contains 237005 members 
Mstep: Class 25 contains 3353 members 
Mstep: Class 26 contains 3758 members 
Mstep: Class 27 contains 5563 members 
Mstep: Class 28 contains 73014 members 
Mstep: Class 29 contains 5131 members 
Mstep: Class 30 contains 3151 members 
Mstep: Class 31 contains 4354 members 
Mstep: Class 32 contains 14976 members 
Mstep: Class 33 contains 8851 members 
Mstep: Class 34 contains 8934 members 
Mstep: Class 35 contains 26670 members 
Mstep: Class 36 contains 44790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155657008.000000 Penalty: 126091.726562
Iteration 126Q: 37 clusters Score -1.55657e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 119425 members 
Mstep: Class 2 contains 213564 members 
Mstep: Class 3 contains 1510 members 
Mstep: Class 4 contains 9015 members 
Mstep: Class 5 contains 4375 members 
Mstep: Class 6 contains 1246 members 
Mstep: Class 7 contains 10687 members 
Mstep: Class 8 contains 37325 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 83950 members 
Mstep: Class 11 contains 228859 members 
Mstep: Class 12 contains 75586 members 
Mstep: Class 13 contains 8435 members 
Mstep: Class 14 contains 3911 members 
Mstep: Class 15 contains 2324 members 
Mstep: Class 16 contains 41120 members 
Mstep: Class 17 contains 15594 members 
Mstep: Class 18 contains 949 members 
Mstep: Class 19 contains 38078 members 
Mstep: Class 20 contains 4657 members 
Mstep: Class 21 contains 5360 members 
Mstep: Class 22 contains 1137 members 
Mstep: Class 23 contains 12358 members 
Mstep: Class 24 contains 237001 members 
Mstep: Class 25 contains 3353 members 
Mstep: Class 26 contains 3758 members 
Mstep: Class 27 contains 5563 members 
Mstep: Class 28 contains 73003 members 
Mstep: Class 29 contains 5131 members 
Mstep: Class 30 contains 3151 members 
Mstep: Class 31 contains 4351 members 
Mstep: Class 32 contains 14987 members 
Mstep: Class 33 contains 8851 members 
Mstep: Class 34 contains 8934 members 
Mstep: Class 35 contains 26671 members 
Mstep: Class 36 contains 44790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155657040.000000 Penalty: 126091.726562
Iteration 127Q: 37 clusters Score -1.55657e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 119424 members 
Mstep: Class 2 contains 213562 members 
Mstep: Class 3 contains 1510 members 
Mstep: Class 4 contains 9015 members 
Mstep: Class 5 contains 4375 members 
Mstep: Class 6 contains 1246 members 
Mstep: Class 7 contains 10687 members 
Mstep: Class 8 contains 37325 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 83949 members 
Mstep: Class 11 contains 228855 members 
Mstep: Class 12 contains 75586 members 
Mstep: Class 13 contains 8435 members 
Mstep: Class 14 contains 3911 members 
Mstep: Class 15 contains 2324 members 
Mstep: Class 16 contains 41120 members 
Mstep: Class 17 contains 15594 members 
Mstep: Class 18 contains 949 members 
Mstep: Class 19 contains 38079 members 
Mstep: Class 20 contains 4657 members 
Mstep: Class 21 contains 5367 members 
Mstep: Class 22 contains 1137 members 
Mstep: Class 23 contains 12359 members 
Mstep: Class 24 contains 237001 members 
Mstep: Class 25 contains 3353 members 
Mstep: Class 26 contains 3758 members 
Mstep: Class 27 contains 5562 members 
Mstep: Class 28 contains 72994 members 
Mstep: Class 29 contains 5129 members 
Mstep: Class 30 contains 3151 members 
Mstep: Class 31 contains 4352 members 
Mstep: Class 32 contains 14996 members 
Mstep: Class 33 contains 8851 members 
Mstep: Class 34 contains 8934 members 
Mstep: Class 35 contains 26672 members 
Mstep: Class 36 contains 44790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155656992.000000 Penalty: 126091.726562
Iteration 128Q: 37 clusters Score -1.55657e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 119420 members 
Mstep: Class 2 contains 213561 members 
Mstep: Class 3 contains 1509 members 
Mstep: Class 4 contains 9015 members 
Mstep: Class 5 contains 4375 members 
Mstep: Class 6 contains 1246 members 
Mstep: Class 7 contains 10687 members 
Mstep: Class 8 contains 37325 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 83948 members 
Mstep: Class 11 contains 228852 members 
Mstep: Class 12 contains 75587 members 
Mstep: Class 13 contains 8435 members 
Mstep: Class 14 contains 3911 members 
Mstep: Class 15 contains 2324 members 
Mstep: Class 16 contains 41120 members 
Mstep: Class 17 contains 15595 members 
Mstep: Class 18 contains 949 members 
Mstep: Class 19 contains 38080 members 
Mstep: Class 20 contains 4657 members 
Mstep: Class 21 contains 5375 members 
Mstep: Class 22 contains 1137 members 
Mstep: Class 23 contains 12360 members 
Mstep: Class 24 contains 237001 members 
Mstep: Class 25 contains 3353 members 
Mstep: Class 26 contains 3758 members 
Mstep: Class 27 contains 5562 members 
Mstep: Class 28 contains 72984 members 
Mstep: Class 29 contains 5126 members 
Mstep: Class 30 contains 3152 members 
Mstep: Class 31 contains 4352 members 
Mstep: Class 32 contains 15004 members 
Mstep: Class 33 contains 8851 members 
Mstep: Class 34 contains 8934 members 
Mstep: Class 35 contains 26674 members 
Mstep: Class 36 contains 44790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155656896.000000 Penalty: 126091.726562
Iteration 129Q: 37 clusters Score -1.556569e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 119419 members 
Mstep: Class 2 contains 213557 members 
Mstep: Class 3 contains 1509 members 
Mstep: Class 4 contains 9015 members 
Mstep: Class 5 contains 4375 members 
Mstep: Class 6 contains 1246 members 
Mstep: Class 7 contains 10687 members 
Mstep: Class 8 contains 37325 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 83946 members 
Mstep: Class 11 contains 228851 members 
Mstep: Class 12 contains 75588 members 
Mstep: Class 13 contains 8435 members 
Mstep: Class 14 contains 3911 members 
Mstep: Class 15 contains 2324 members 
Mstep: Class 16 contains 41120 members 
Mstep: Class 17 contains 15595 members 
Mstep: Class 18 contains 949 members 
Mstep: Class 19 contains 38082 members 
Mstep: Class 20 contains 4657 members 
Mstep: Class 21 contains 5384 members 
Mstep: Class 22 contains 1137 members 
Mstep: Class 23 contains 12362 members 
Mstep: Class 24 contains 237001 members 
Mstep: Class 25 contains 3353 members 
Mstep: Class 26 contains 3758 members 
Mstep: Class 27 contains 5562 members 
Mstep: Class 28 contains 72975 members 
Mstep: Class 29 contains 5124 members 
Mstep: Class 30 contains 3154 members 
Mstep: Class 31 contains 4350 members 
Mstep: Class 32 contains 15008 members 
Mstep: Class 33 contains 8851 members 
Mstep: Class 34 contains 8934 members 
Mstep: Class 35 contains 26675 members 
Mstep: Class 36 contains 44790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155656912.000000 Penalty: 126091.726562
Iteration 130Q: 37 clusters Score -1.556569e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 119420 members 
Mstep: Class 2 contains 213556 members 
Mstep: Class 3 contains 1509 members 
Mstep: Class 4 contains 9015 members 
Mstep: Class 5 contains 4375 members 
Mstep: Class 6 contains 1246 members 
Mstep: Class 7 contains 10687 members 
Mstep: Class 8 contains 37324 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 83945 members 
Mstep: Class 11 contains 228852 members 
Mstep: Class 12 contains 75586 members 
Mstep: Class 13 contains 8435 members 
Mstep: Class 14 contains 3911 members 
Mstep: Class 15 contains 2324 members 
Mstep: Class 16 contains 41119 members 
Mstep: Class 17 contains 15596 members 
Mstep: Class 18 contains 949 members 
Mstep: Class 19 contains 38082 members 
Mstep: Class 20 contains 4657 members 
Mstep: Class 21 contains 5391 members 
Mstep: Class 22 contains 1137 members 
Mstep: Class 23 contains 12364 members 
Mstep: Class 24 contains 237000 members 
Mstep: Class 25 contains 3353 members 
Mstep: Class 26 contains 3758 members 
Mstep: Class 27 contains 5562 members 
Mstep: Class 28 contains 72974 members 
Mstep: Class 29 contains 5118 members 
Mstep: Class 30 contains 3155 members 
Mstep: Class 31 contains 4346 members 
Mstep: Class 32 contains 15013 members 
Mstep: Class 33 contains 8851 members 
Mstep: Class 34 contains 8934 members 
Mstep: Class 35 contains 26675 members 
Mstep: Class 36 contains 44790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155656880.000000 Penalty: 126091.726562
Iteration 131Q: 37 clusters Score -1.556569e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 119419 members 
Mstep: Class 2 contains 213556 members 
Mstep: Class 3 contains 1509 members 
Mstep: Class 4 contains 9015 members 
Mstep: Class 5 contains 4375 members 
Mstep: Class 6 contains 1246 members 
Mstep: Class 7 contains 10687 members 
Mstep: Class 8 contains 37324 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 83944 members 
Mstep: Class 11 contains 228852 members 
Mstep: Class 12 contains 75586 members 
Mstep: Class 13 contains 8435 members 
Mstep: Class 14 contains 3911 members 
Mstep: Class 15 contains 2324 members 
Mstep: Class 16 contains 41119 members 
Mstep: Class 17 contains 15597 members 
Mstep: Class 18 contains 949 members 
Mstep: Class 19 contains 38083 members 
Mstep: Class 20 contains 4657 members 
Mstep: Class 21 contains 5396 members 
Mstep: Class 22 contains 1137 members 
Mstep: Class 23 contains 12367 members 
Mstep: Class 24 contains 236999 members 
Mstep: Class 25 contains 3353 members 
Mstep: Class 26 contains 3758 members 
Mstep: Class 27 contains 5562 members 
Mstep: Class 28 contains 72967 members 
Mstep: Class 29 contains 5116 members 
Mstep: Class 30 contains 3155 members 
Mstep: Class 31 contains 4340 members 
Mstep: Class 32 contains 15021 members 
Mstep: Class 33 contains 8851 members 
Mstep: Class 34 contains 8934 members 
Mstep: Class 35 contains 26675 members 
Mstep: Class 36 contains 44790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155656912.000000 Penalty: 126091.726562
Iteration 132Q: 37 clusters Score -1.556569e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 119416 members 
Mstep: Class 2 contains 213559 members 
Mstep: Class 3 contains 1509 members 
Mstep: Class 4 contains 9015 members 
Mstep: Class 5 contains 4375 members 
Mstep: Class 6 contains 1246 members 
Mstep: Class 7 contains 10687 members 
Mstep: Class 8 contains 37323 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 83941 members 
Mstep: Class 11 contains 228853 members 
Mstep: Class 12 contains 75588 members 
Mstep: Class 13 contains 8435 members 
Mstep: Class 14 contains 3911 members 
Mstep: Class 15 contains 2324 members 
Mstep: Class 16 contains 41119 members 
Mstep: Class 17 contains 15598 members 
Mstep: Class 18 contains 949 members 
Mstep: Class 19 contains 38083 members 
Mstep: Class 20 contains 4657 members 
Mstep: Class 21 contains 5406 members 
Mstep: Class 22 contains 1137 members 
Mstep: Class 23 contains 12368 members 
Mstep: Class 24 contains 236998 members 
Mstep: Class 25 contains 3353 members 
Mstep: Class 26 contains 3758 members 
Mstep: Class 27 contains 5562 members 
Mstep: Class 28 contains 72961 members 
Mstep: Class 29 contains 5113 members 
Mstep: Class 30 contains 3155 members 
Mstep: Class 31 contains 4331 members 
Mstep: Class 32 contains 15029 members 
Mstep: Class 33 contains 8851 members 
Mstep: Class 34 contains 8934 members 
Mstep: Class 35 contains 26675 members 
Mstep: Class 36 contains 44790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155656912.000000 Penalty: 126091.726562
Iteration 133Q: 37 clusters Score -1.556569e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 119417 members 
Mstep: Class 2 contains 213560 members 
Mstep: Class 3 contains 1509 members 
Mstep: Class 4 contains 9015 members 
Mstep: Class 5 contains 4375 members 
Mstep: Class 6 contains 1246 members 
Mstep: Class 7 contains 10687 members 
Mstep: Class 8 contains 37323 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 83938 members 
Mstep: Class 11 contains 228856 members 
Mstep: Class 12 contains 75589 members 
Mstep: Class 13 contains 8435 members 
Mstep: Class 14 contains 3911 members 
Mstep: Class 15 contains 2324 members 
Mstep: Class 16 contains 41119 members 
Mstep: Class 17 contains 15596 members 
Mstep: Class 18 contains 949 members 
Mstep: Class 19 contains 38085 members 
Mstep: Class 20 contains 4657 members 
Mstep: Class 21 contains 5417 members 
Mstep: Class 22 contains 1137 members 
Mstep: Class 23 contains 12371 members 
Mstep: Class 24 contains 236995 members 
Mstep: Class 25 contains 3353 members 
Mstep: Class 26 contains 3758 members 
Mstep: Class 27 contains 5563 members 
Mstep: Class 28 contains 72956 members 
Mstep: Class 29 contains 5103 members 
Mstep: Class 30 contains 3155 members 
Mstep: Class 31 contains 4325 members 
Mstep: Class 32 contains 15035 members 
Mstep: Class 33 contains 8851 members 
Mstep: Class 34 contains 8934 members 
Mstep: Class 35 contains 26675 members 
Mstep: Class 36 contains 44790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155656752.000000 Penalty: 126091.726562
Iteration 134Q: 37 clusters Score -1.556568e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 119413 members 
Mstep: Class 2 contains 213558 members 
Mstep: Class 3 contains 1509 members 
Mstep: Class 4 contains 9015 members 
Mstep: Class 5 contains 4375 members 
Mstep: Class 6 contains 1246 members 
Mstep: Class 7 contains 10687 members 
Mstep: Class 8 contains 37322 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 83937 members 
Mstep: Class 11 contains 228857 members 
Mstep: Class 12 contains 75591 members 
Mstep: Class 13 contains 8435 members 
Mstep: Class 14 contains 3911 members 
Mstep: Class 15 contains 2324 members 
Mstep: Class 16 contains 41119 members 
Mstep: Class 17 contains 15597 members 
Mstep: Class 18 contains 949 members 
Mstep: Class 19 contains 38086 members 
Mstep: Class 20 contains 4657 members 
Mstep: Class 21 contains 5431 members 
Mstep: Class 22 contains 1137 members 
Mstep: Class 23 contains 12371 members 
Mstep: Class 24 contains 236997 members 
Mstep: Class 25 contains 3353 members 
Mstep: Class 26 contains 3758 members 
Mstep: Class 27 contains 5563 members 
Mstep: Class 28 contains 72952 members 
Mstep: Class 29 contains 5092 members 
Mstep: Class 30 contains 3155 members 
Mstep: Class 31 contains 4319 members 
Mstep: Class 32 contains 15043 members 
Mstep: Class 33 contains 8851 members 
Mstep: Class 34 contains 8934 members 
Mstep: Class 35 contains 26675 members 
Mstep: Class 36 contains 44790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155656816.000000 Penalty: 126091.726562
Iteration 135Q: 37 clusters Score -1.556568e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 119414 members 
Mstep: Class 2 contains 213565 members 
Mstep: Class 3 contains 1509 members 
Mstep: Class 4 contains 9015 members 
Mstep: Class 5 contains 4375 members 
Mstep: Class 6 contains 1246 members 
Mstep: Class 7 contains 10687 members 
Mstep: Class 8 contains 37319 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 83936 members 
Mstep: Class 11 contains 228856 members 
Mstep: Class 12 contains 75592 members 
Mstep: Class 13 contains 8435 members 
Mstep: Class 14 contains 3911 members 
Mstep: Class 15 contains 2324 members 
Mstep: Class 16 contains 41119 members 
Mstep: Class 17 contains 15598 members 
Mstep: Class 18 contains 949 members 
Mstep: Class 19 contains 38086 members 
Mstep: Class 20 contains 4657 members 
Mstep: Class 21 contains 5428 members 
Mstep: Class 22 contains 1137 members 
Mstep: Class 23 contains 12375 members 
Mstep: Class 24 contains 236999 members 
Mstep: Class 25 contains 3353 members 
Mstep: Class 26 contains 3758 members 
Mstep: Class 27 contains 5563 members 
Mstep: Class 28 contains 72952 members 
Mstep: Class 29 contains 5084 members 
Mstep: Class 30 contains 3155 members 
Mstep: Class 31 contains 4309 members 
Mstep: Class 32 contains 15053 members 
Mstep: Class 33 contains 8851 members 
Mstep: Class 34 contains 8934 members 
Mstep: Class 35 contains 26675 members 
Mstep: Class 36 contains 44790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155656800.000000 Penalty: 126091.726562
Iteration 136Q: 37 clusters Score -1.556568e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 119412 members 
Mstep: Class 2 contains 213565 members 
Mstep: Class 3 contains 1509 members 
Mstep: Class 4 contains 9015 members 
Mstep: Class 5 contains 4375 members 
Mstep: Class 6 contains 1246 members 
Mstep: Class 7 contains 10686 members 
Mstep: Class 8 contains 37318 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 83935 members 
Mstep: Class 11 contains 228859 members 
Mstep: Class 12 contains 75592 members 
Mstep: Class 13 contains 8435 members 
Mstep: Class 14 contains 3911 members 
Mstep: Class 15 contains 2324 members 
Mstep: Class 16 contains 41119 members 
Mstep: Class 17 contains 15599 members 
Mstep: Class 18 contains 949 members 
Mstep: Class 19 contains 38085 members 
Mstep: Class 20 contains 4657 members 
Mstep: Class 21 contains 5428 members 
Mstep: Class 22 contains 1137 members 
Mstep: Class 23 contains 12376 members 
Mstep: Class 24 contains 236998 members 
Mstep: Class 25 contains 3353 members 
Mstep: Class 26 contains 3758 members 
Mstep: Class 27 contains 5563 members 
Mstep: Class 28 contains 72953 members 
Mstep: Class 29 contains 5078 members 
Mstep: Class 30 contains 3155 members 
Mstep: Class 31 contains 4302 members 
Mstep: Class 32 contains 15067 members 
Mstep: Class 33 contains 8851 members 
Mstep: Class 34 contains 8934 members 
Mstep: Class 35 contains 26675 members 
Mstep: Class 36 contains 44790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155656768.000000 Penalty: 126091.726562
Iteration 137Q: 37 clusters Score -1.556568e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 119410 members 
Mstep: Class 2 contains 213566 members 
Mstep: Class 3 contains 1509 members 
Mstep: Class 4 contains 9015 members 
Mstep: Class 5 contains 4375 members 
Mstep: Class 6 contains 1246 members 
Mstep: Class 7 contains 10686 members 
Mstep: Class 8 contains 37317 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 83935 members 
Mstep: Class 11 contains 228857 members 
Mstep: Class 12 contains 75593 members 
Mstep: Class 13 contains 8435 members 
Mstep: Class 14 contains 3911 members 
Mstep: Class 15 contains 2324 members 
Mstep: Class 16 contains 41119 members 
Mstep: Class 17 contains 15600 members 
Mstep: Class 18 contains 949 members 
Mstep: Class 19 contains 38083 members 
Mstep: Class 20 contains 4657 members 
Mstep: Class 21 contains 5429 members 
Mstep: Class 22 contains 1137 members 
Mstep: Class 23 contains 12378 members 
Mstep: Class 24 contains 237000 members 
Mstep: Class 25 contains 3353 members 
Mstep: Class 26 contains 3758 members 
Mstep: Class 27 contains 5563 members 
Mstep: Class 28 contains 72952 members 
Mstep: Class 29 contains 5074 members 
Mstep: Class 30 contains 3155 members 
Mstep: Class 31 contains 4296 members 
Mstep: Class 32 contains 15077 members 
Mstep: Class 33 contains 8851 members 
Mstep: Class 34 contains 8934 members 
Mstep: Class 35 contains 26675 members 
Mstep: Class 36 contains 44790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155656832.000000 Penalty: 126091.726562
Iteration 138Q: 37 clusters Score -1.556568e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 119409 members 
Mstep: Class 2 contains 213566 members 
Mstep: Class 3 contains 1509 members 
Mstep: Class 4 contains 9015 members 
Mstep: Class 5 contains 4375 members 
Mstep: Class 6 contains 1246 members 
Mstep: Class 7 contains 10686 members 
Mstep: Class 8 contains 37315 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 83933 members 
Mstep: Class 11 contains 228856 members 
Mstep: Class 12 contains 75592 members 
Mstep: Class 13 contains 8435 members 
Mstep: Class 14 contains 3911 members 
Mstep: Class 15 contains 2324 members 
Mstep: Class 16 contains 41119 members 
Mstep: Class 17 contains 15601 members 
Mstep: Class 18 contains 949 members 
Mstep: Class 19 contains 38085 members 
Mstep: Class 20 contains 4657 members 
Mstep: Class 21 contains 5432 members 
Mstep: Class 22 contains 1137 members 
Mstep: Class 23 contains 12379 members 
Mstep: Class 24 contains 237001 members 
Mstep: Class 25 contains 3353 members 
Mstep: Class 26 contains 3758 members 
Mstep: Class 27 contains 5563 members 
Mstep: Class 28 contains 72949 members 
Mstep: Class 29 contains 5071 members 
Mstep: Class 30 contains 3155 members 
Mstep: Class 31 contains 4280 members 
Mstep: Class 32 contains 15098 members 
Mstep: Class 33 contains 8851 members 
Mstep: Class 34 contains 8934 members 
Mstep: Class 35 contains 26675 members 
Mstep: Class 36 contains 44790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155656832.000000 Penalty: 126091.726562
Iteration 139Q: 37 clusters Score -1.556568e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 119411 members 
Mstep: Class 2 contains 213565 members 
Mstep: Class 3 contains 1509 members 
Mstep: Class 4 contains 9015 members 
Mstep: Class 5 contains 4375 members 
Mstep: Class 6 contains 1246 members 
Mstep: Class 7 contains 10686 members 
Mstep: Class 8 contains 37313 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 83930 members 
Mstep: Class 11 contains 228859 members 
Mstep: Class 12 contains 75593 members 
Mstep: Class 13 contains 8435 members 
Mstep: Class 14 contains 3911 members 
Mstep: Class 15 contains 2324 members 
Mstep: Class 16 contains 41119 members 
Mstep: Class 17 contains 15602 members 
Mstep: Class 18 contains 949 members 
Mstep: Class 19 contains 38086 members 
Mstep: Class 20 contains 4657 members 
Mstep: Class 21 contains 5438 members 
Mstep: Class 22 contains 1137 members 
Mstep: Class 23 contains 12377 members 
Mstep: Class 24 contains 236998 members 
Mstep: Class 25 contains 3353 members 
Mstep: Class 26 contains 3758 members 
Mstep: Class 27 contains 5564 members 
Mstep: Class 28 contains 72943 members 
Mstep: Class 29 contains 5066 members 
Mstep: Class 30 contains 3155 members 
Mstep: Class 31 contains 4270 members 
Mstep: Class 32 contains 15115 members 
Mstep: Class 33 contains 8851 members 
Mstep: Class 34 contains 8934 members 
Mstep: Class 35 contains 26675 members 
Mstep: Class 36 contains 44790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155656960.000000 Penalty: 126091.726562
Iteration 140F: 37 clusters Score -1.55657e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 119409 members 
Mstep: Class 2 contains 213564 members 
Mstep: Class 3 contains 1509 members 
Mstep: Class 4 contains 9015 members 
Mstep: Class 5 contains 4375 members 
Mstep: Class 6 contains 1246 members 
Mstep: Class 7 contains 10686 members 
Mstep: Class 8 contains 37312 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 83929 members 
Mstep: Class 11 contains 228862 members 
Mstep: Class 12 contains 75595 members 
Mstep: Class 13 contains 8435 members 
Mstep: Class 14 contains 3911 members 
Mstep: Class 15 contains 2324 members 
Mstep: Class 16 contains 41119 members 
Mstep: Class 17 contains 15602 members 
Mstep: Class 18 contains 949 members 
Mstep: Class 19 contains 38086 members 
Mstep: Class 20 contains 4657 members 
Mstep: Class 21 contains 5446 members 
Mstep: Class 22 contains 1137 members 
Mstep: Class 23 contains 12374 members 
Mstep: Class 24 contains 236998 members 
Mstep: Class 25 contains 3353 members 
Mstep: Class 26 contains 3758 members 
Mstep: Class 27 contains 5564 members 
Mstep: Class 28 contains 72941 members 
Mstep: Class 29 contains 5058 members 
Mstep: Class 30 contains 3155 members 
Mstep: Class 31 contains 4260 members 
Mstep: Class 32 contains 15129 members 
Mstep: Class 33 contains 8851 members 
Mstep: Class 34 contains 8934 members 
Mstep: Class 35 contains 26676 members 
Mstep: Class 36 contains 44790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155656992.000000 Penalty: 126091.726562
Iteration 141Q: 37 clusters Score -1.55657e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 119403 members 
Mstep: Class 2 contains 213569 members 
Mstep: Class 3 contains 1509 members 
Mstep: Class 4 contains 9015 members 
Mstep: Class 5 contains 4375 members 
Mstep: Class 6 contains 1246 members 
Mstep: Class 7 contains 10686 members 
Mstep: Class 8 contains 37312 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 83929 members 
Mstep: Class 11 contains 228863 members 
Mstep: Class 12 contains 75594 members 
Mstep: Class 13 contains 8435 members 
Mstep: Class 14 contains 3911 members 
Mstep: Class 15 contains 2324 members 
Mstep: Class 16 contains 41119 members 
Mstep: Class 17 contains 15602 members 
Mstep: Class 18 contains 949 members 
Mstep: Class 19 contains 38085 members 
Mstep: Class 20 contains 4657 members 
Mstep: Class 21 contains 5455 members 
Mstep: Class 22 contains 1137 members 
Mstep: Class 23 contains 12375 members 
Mstep: Class 24 contains 236997 members 
Mstep: Class 25 contains 3353 members 
Mstep: Class 26 contains 3758 members 
Mstep: Class 27 contains 5564 members 
Mstep: Class 28 contains 72933 members 
Mstep: Class 29 contains 5053 members 
Mstep: Class 30 contains 3155 members 
Mstep: Class 31 contains 4245 members 
Mstep: Class 32 contains 15148 members 
Mstep: Class 33 contains 8851 members 
Mstep: Class 34 contains 8934 members 
Mstep: Class 35 contains 26678 members 
Mstep: Class 36 contains 44790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155657040.000000 Penalty: 126091.726562
Iteration 142Q: 37 clusters Score -1.55657e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 119404 members 
Mstep: Class 2 contains 213568 members 
Mstep: Class 3 contains 1509 members 
Mstep: Class 4 contains 9014 members 
Mstep: Class 5 contains 4375 members 
Mstep: Class 6 contains 1246 members 
Mstep: Class 7 contains 10686 members 
Mstep: Class 8 contains 37311 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 83928 members 
Mstep: Class 11 contains 228859 members 
Mstep: Class 12 contains 75599 members 
Mstep: Class 13 contains 8435 members 
Mstep: Class 14 contains 3911 members 
Mstep: Class 15 contains 2325 members 
Mstep: Class 16 contains 41119 members 
Mstep: Class 17 contains 15602 members 
Mstep: Class 18 contains 949 members 
Mstep: Class 19 contains 38081 members 
Mstep: Class 20 contains 4657 members 
Mstep: Class 21 contains 5459 members 
Mstep: Class 22 contains 1137 members 
Mstep: Class 23 contains 12372 members 
Mstep: Class 24 contains 236996 members 
Mstep: Class 25 contains 3353 members 
Mstep: Class 26 contains 3758 members 
Mstep: Class 27 contains 5564 members 
Mstep: Class 28 contains 72928 members 
Mstep: Class 29 contains 5048 members 
Mstep: Class 30 contains 3155 members 
Mstep: Class 31 contains 4239 members 
Mstep: Class 32 contains 15168 members 
Mstep: Class 33 contains 8851 members 
Mstep: Class 34 contains 8934 members 
Mstep: Class 35 contains 26679 members 
Mstep: Class 36 contains 44790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155656944.000000 Penalty: 126091.726562
Iteration 143Q: 37 clusters Score -1.556569e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 119406 members 
Mstep: Class 2 contains 213562 members 
Mstep: Class 3 contains 1509 members 
Mstep: Class 4 contains 9014 members 
Mstep: Class 5 contains 4375 members 
Mstep: Class 6 contains 1246 members 
Mstep: Class 7 contains 10685 members 
Mstep: Class 8 contains 37311 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 83927 members 
Mstep: Class 11 contains 228860 members 
Mstep: Class 12 contains 75600 members 
Mstep: Class 13 contains 8435 members 
Mstep: Class 14 contains 3911 members 
Mstep: Class 15 contains 2325 members 
Mstep: Class 16 contains 41119 members 
Mstep: Class 17 contains 15602 members 
Mstep: Class 18 contains 949 members 
Mstep: Class 19 contains 38080 members 
Mstep: Class 20 contains 4657 members 
Mstep: Class 21 contains 5465 members 
Mstep: Class 22 contains 1137 members 
Mstep: Class 23 contains 12370 members 
Mstep: Class 24 contains 236996 members 
Mstep: Class 25 contains 3353 members 
Mstep: Class 26 contains 3758 members 
Mstep: Class 27 contains 5564 members 
Mstep: Class 28 contains 72925 members 
Mstep: Class 29 contains 5044 members 
Mstep: Class 30 contains 3155 members 
Mstep: Class 31 contains 4228 members 
Mstep: Class 32 contains 15185 members 
Mstep: Class 33 contains 8851 members 
Mstep: Class 34 contains 8934 members 
Mstep: Class 35 contains 26681 members 
Mstep: Class 36 contains 44790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155657024.000000 Penalty: 126091.726562
Iteration 144Q: 37 clusters Score -1.55657e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 119404 members 
Mstep: Class 2 contains 213559 members 
Mstep: Class 3 contains 1509 members 
Mstep: Class 4 contains 9014 members 
Mstep: Class 5 contains 4375 members 
Mstep: Class 6 contains 1246 members 
Mstep: Class 7 contains 10685 members 
Mstep: Class 8 contains 37311 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 83927 members 
Mstep: Class 11 contains 228860 members 
Mstep: Class 12 contains 75599 members 
Mstep: Class 13 contains 8435 members 
Mstep: Class 14 contains 3911 members 
Mstep: Class 15 contains 2325 members 
Mstep: Class 16 contains 41119 members 
Mstep: Class 17 contains 15602 members 
Mstep: Class 18 contains 949 members 
Mstep: Class 19 contains 38080 members 
Mstep: Class 20 contains 4657 members 
Mstep: Class 21 contains 5468 members 
Mstep: Class 22 contains 1137 members 
Mstep: Class 23 contains 12371 members 
Mstep: Class 24 contains 236998 members 
Mstep: Class 25 contains 3353 members 
Mstep: Class 26 contains 3758 members 
Mstep: Class 27 contains 5564 members 
Mstep: Class 28 contains 72922 members 
Mstep: Class 29 contains 5040 members 
Mstep: Class 30 contains 3155 members 
Mstep: Class 31 contains 4223 members 
Mstep: Class 32 contains 15196 members 
Mstep: Class 33 contains 8851 members 
Mstep: Class 34 contains 8934 members 
Mstep: Class 35 contains 26682 members 
Mstep: Class 36 contains 44790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155657024.000000 Penalty: 126091.726562
Iteration 145Q: 37 clusters Score -1.55657e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 119402 members 
Mstep: Class 2 contains 213558 members 
Mstep: Class 3 contains 1509 members 
Mstep: Class 4 contains 9014 members 
Mstep: Class 5 contains 4375 members 
Mstep: Class 6 contains 1246 members 
Mstep: Class 7 contains 10685 members 
Mstep: Class 8 contains 37311 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 83925 members 
Mstep: Class 11 contains 228862 members 
Mstep: Class 12 contains 75598 members 
Mstep: Class 13 contains 8435 members 
Mstep: Class 14 contains 3911 members 
Mstep: Class 15 contains 2325 members 
Mstep: Class 16 contains 41119 members 
Mstep: Class 17 contains 15602 members 
Mstep: Class 18 contains 949 members 
Mstep: Class 19 contains 38077 members 
Mstep: Class 20 contains 4657 members 
Mstep: Class 21 contains 5475 members 
Mstep: Class 22 contains 1137 members 
Mstep: Class 23 contains 12371 members 
Mstep: Class 24 contains 236999 members 
Mstep: Class 25 contains 3353 members 
Mstep: Class 26 contains 3758 members 
Mstep: Class 27 contains 5564 members 
Mstep: Class 28 contains 72921 members 
Mstep: Class 29 contains 5034 members 
Mstep: Class 30 contains 3155 members 
Mstep: Class 31 contains 4221 members 
Mstep: Class 32 contains 15204 members 
Mstep: Class 33 contains 8851 members 
Mstep: Class 34 contains 8934 members 
Mstep: Class 35 contains 26682 members 
Mstep: Class 36 contains 44790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155656992.000000 Penalty: 126091.726562
Iteration 146Q: 37 clusters Score -1.55657e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 119402 members 
Mstep: Class 2 contains 213558 members 
Mstep: Class 3 contains 1509 members 
Mstep: Class 4 contains 9014 members 
Mstep: Class 5 contains 4375 members 
Mstep: Class 6 contains 1246 members 
Mstep: Class 7 contains 10685 members 
Mstep: Class 8 contains 37311 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 83924 members 
Mstep: Class 11 contains 228863 members 
Mstep: Class 12 contains 75599 members 
Mstep: Class 13 contains 8435 members 
Mstep: Class 14 contains 3911 members 
Mstep: Class 15 contains 2325 members 
Mstep: Class 16 contains 41120 members 
Mstep: Class 17 contains 15602 members 
Mstep: Class 18 contains 949 members 
Mstep: Class 19 contains 38076 members 
Mstep: Class 20 contains 4657 members 
Mstep: Class 21 contains 5479 members 
Mstep: Class 22 contains 1137 members 
Mstep: Class 23 contains 12371 members 
Mstep: Class 24 contains 237000 members 
Mstep: Class 25 contains 3353 members 
Mstep: Class 26 contains 3758 members 
Mstep: Class 27 contains 5564 members 
Mstep: Class 28 contains 72917 members 
Mstep: Class 29 contains 5032 members 
Mstep: Class 30 contains 3155 members 
Mstep: Class 31 contains 4215 members 
Mstep: Class 32 contains 15210 members 
Mstep: Class 33 contains 8851 members 
Mstep: Class 34 contains 8934 members 
Mstep: Class 35 contains 26682 members 
Mstep: Class 36 contains 44790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155657024.000000 Penalty: 126091.726562
Iteration 147Q: 37 clusters Score -1.55657e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 119402 members 
Mstep: Class 2 contains 213559 members 
Mstep: Class 3 contains 1509 members 
Mstep: Class 4 contains 9014 members 
Mstep: Class 5 contains 4375 members 
Mstep: Class 6 contains 1246 members 
Mstep: Class 7 contains 10685 members 
Mstep: Class 8 contains 37311 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 83923 members 
Mstep: Class 11 contains 228865 members 
Mstep: Class 12 contains 75598 members 
Mstep: Class 13 contains 8435 members 
Mstep: Class 14 contains 3911 members 
Mstep: Class 15 contains 2325 members 
Mstep: Class 16 contains 41120 members 
Mstep: Class 17 contains 15602 members 
Mstep: Class 18 contains 949 members 
Mstep: Class 19 contains 38077 members 
Mstep: Class 20 contains 4657 members 
Mstep: Class 21 contains 5479 members 
Mstep: Class 22 contains 1137 members 
Mstep: Class 23 contains 12371 members 
Mstep: Class 24 contains 237000 members 
Mstep: Class 25 contains 3353 members 
Mstep: Class 26 contains 3758 members 
Mstep: Class 27 contains 5564 members 
Mstep: Class 28 contains 72911 members 
Mstep: Class 29 contains 5034 members 
Mstep: Class 30 contains 3155 members 
Mstep: Class 31 contains 4208 members 
Mstep: Class 32 contains 15219 members 
Mstep: Class 33 contains 8851 members 
Mstep: Class 34 contains 8934 members 
Mstep: Class 35 contains 26682 members 
Mstep: Class 36 contains 44790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155657040.000000 Penalty: 126091.726562
Iteration 148Q: 37 clusters Score -1.55657e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 119402 members 
Mstep: Class 2 contains 213563 members 
Mstep: Class 3 contains 1509 members 
Mstep: Class 4 contains 9014 members 
Mstep: Class 5 contains 4375 members 
Mstep: Class 6 contains 1246 members 
Mstep: Class 7 contains 10685 members 
Mstep: Class 8 contains 37311 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 83922 members 
Mstep: Class 11 contains 228865 members 
Mstep: Class 12 contains 75598 members 
Mstep: Class 13 contains 8435 members 
Mstep: Class 14 contains 3911 members 
Mstep: Class 15 contains 2325 members 
Mstep: Class 16 contains 41120 members 
Mstep: Class 17 contains 15602 members 
Mstep: Class 18 contains 949 members 
Mstep: Class 19 contains 38075 members 
Mstep: Class 20 contains 4657 members 
Mstep: Class 21 contains 5478 members 
Mstep: Class 22 contains 1137 members 
Mstep: Class 23 contains 12371 members 
Mstep: Class 24 contains 237002 members 
Mstep: Class 25 contains 3353 members 
Mstep: Class 26 contains 3758 members 
Mstep: Class 27 contains 5564 members 
Mstep: Class 28 contains 72904 members 
Mstep: Class 29 contains 5035 members 
Mstep: Class 30 contains 3155 members 
Mstep: Class 31 contains 4201 members 
Mstep: Class 32 contains 15230 members 
Mstep: Class 33 contains 8851 members 
Mstep: Class 34 contains 8934 members 
Mstep: Class 35 contains 26682 members 
Mstep: Class 36 contains 44790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155657088.000000 Penalty: 126091.726562
Iteration 149Q: 37 clusters Score -1.556571e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 119404 members 
Mstep: Class 2 contains 213564 members 
Mstep: Class 3 contains 1509 members 
Mstep: Class 4 contains 9014 members 
Mstep: Class 5 contains 4375 members 
Mstep: Class 6 contains 1246 members 
Mstep: Class 7 contains 10685 members 
Mstep: Class 8 contains 37312 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 83920 members 
Mstep: Class 11 contains 228865 members 
Mstep: Class 12 contains 75598 members 
Mstep: Class 13 contains 8435 members 
Mstep: Class 14 contains 3911 members 
Mstep: Class 15 contains 2325 members 
Mstep: Class 16 contains 41120 members 
Mstep: Class 17 contains 15602 members 
Mstep: Class 18 contains 949 members 
Mstep: Class 19 contains 38075 members 
Mstep: Class 20 contains 4657 members 
Mstep: Class 21 contains 5479 members 
Mstep: Class 22 contains 1137 members 
Mstep: Class 23 contains 12371 members 
Mstep: Class 24 contains 237003 members 
Mstep: Class 25 contains 3353 members 
Mstep: Class 26 contains 3758 members 
Mstep: Class 27 contains 5564 members 
Mstep: Class 28 contains 72895 members 
Mstep: Class 29 contains 5035 members 
Mstep: Class 30 contains 3155 members 
Mstep: Class 31 contains 4187 members 
Mstep: Class 32 contains 15249 members 
Mstep: Class 33 contains 8851 members 
Mstep: Class 34 contains 8934 members 
Mstep: Class 35 contains 26682 members 
Mstep: Class 36 contains 44790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155657072.000000 Penalty: 126091.726562
Iteration 150Q: 37 clusters Score -1.556571e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 119402 members 
Mstep: Class 2 contains 213560 members 
Mstep: Class 3 contains 1509 members 
Mstep: Class 4 contains 9013 members 
Mstep: Class 5 contains 4375 members 
Mstep: Class 6 contains 1246 members 
Mstep: Class 7 contains 10685 members 
Mstep: Class 8 contains 37313 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 83918 members 
Mstep: Class 11 contains 228866 members 
Mstep: Class 12 contains 75600 members 
Mstep: Class 13 contains 8435 members 
Mstep: Class 14 contains 3911 members 
Mstep: Class 15 contains 2325 members 
Mstep: Class 16 contains 41120 members 
Mstep: Class 17 contains 15602 members 
Mstep: Class 18 contains 949 members 
Mstep: Class 19 contains 38075 members 
Mstep: Class 20 contains 4657 members 
Mstep: Class 21 contains 5480 members 
Mstep: Class 22 contains 1137 members 
Mstep: Class 23 contains 12371 members 
Mstep: Class 24 contains 237001 members 
Mstep: Class 25 contains 3353 members 
Mstep: Class 26 contains 3758 members 
Mstep: Class 27 contains 5564 members 
Mstep: Class 28 contains 72890 members 
Mstep: Class 29 contains 5035 members 
Mstep: Class 30 contains 3155 members 
Mstep: Class 31 contains 4175 members 
Mstep: Class 32 contains 15272 members 
Mstep: Class 33 contains 8851 members 
Mstep: Class 34 contains 8934 members 
Mstep: Class 35 contains 26682 members 
Mstep: Class 36 contains 44790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155656976.000000 Penalty: 126091.726562
Iteration 151Q: 37 clusters Score -1.55657e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 119400 members 
Mstep: Class 2 contains 213554 members 
Mstep: Class 3 contains 1509 members 
Mstep: Class 4 contains 9013 members 
Mstep: Class 5 contains 4375 members 
Mstep: Class 6 contains 1246 members 
Mstep: Class 7 contains 10685 members 
Mstep: Class 8 contains 37311 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 83918 members 
Mstep: Class 11 contains 228864 members 
Mstep: Class 12 contains 75604 members 
Mstep: Class 13 contains 8435 members 
Mstep: Class 14 contains 3911 members 
Mstep: Class 15 contains 2325 members 
Mstep: Class 16 contains 41120 members 
Mstep: Class 17 contains 15602 members 
Mstep: Class 18 contains 949 members 
Mstep: Class 19 contains 38070 members 
Mstep: Class 20 contains 4657 members 
Mstep: Class 21 contains 5484 members 
Mstep: Class 22 contains 1137 members 
Mstep: Class 23 contains 12371 members 
Mstep: Class 24 contains 236998 members 
Mstep: Class 25 contains 3353 members 
Mstep: Class 26 contains 3758 members 
Mstep: Class 27 contains 5564 members 
Mstep: Class 28 contains 72888 members 
Mstep: Class 29 contains 5035 members 
Mstep: Class 30 contains 3155 members 
Mstep: Class 31 contains 4163 members 
Mstep: Class 32 contains 15298 members 
Mstep: Class 33 contains 8851 members 
Mstep: Class 34 contains 8934 members 
Mstep: Class 35 contains 26682 members 
Mstep: Class 36 contains 44790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155657008.000000 Penalty: 126091.726562
Iteration 152Q: 37 clusters Score -1.55657e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 119398 members 
Mstep: Class 2 contains 213550 members 
Mstep: Class 3 contains 1509 members 
Mstep: Class 4 contains 9013 members 
Mstep: Class 5 contains 4375 members 
Mstep: Class 6 contains 1246 members 
Mstep: Class 7 contains 10685 members 
Mstep: Class 8 contains 37309 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 83916 members 
Mstep: Class 11 contains 228865 members 
Mstep: Class 12 contains 75605 members 
Mstep: Class 13 contains 8435 members 
Mstep: Class 14 contains 3911 members 
Mstep: Class 15 contains 2325 members 
Mstep: Class 16 contains 41120 members 
Mstep: Class 17 contains 15602 members 
Mstep: Class 18 contains 949 members 
Mstep: Class 19 contains 38068 members 
Mstep: Class 20 contains 4657 members 
Mstep: Class 21 contains 5487 members 
Mstep: Class 22 contains 1137 members 
Mstep: Class 23 contains 12371 members 
Mstep: Class 24 contains 236997 members 
Mstep: Class 25 contains 3353 members 
Mstep: Class 26 contains 3758 members 
Mstep: Class 27 contains 5564 members 
Mstep: Class 28 contains 72888 members 
Mstep: Class 29 contains 5034 members 
Mstep: Class 30 contains 3155 members 
Mstep: Class 31 contains 4154 members 
Mstep: Class 32 contains 15316 members 
Mstep: Class 33 contains 8851 members 
Mstep: Class 34 contains 8934 members 
Mstep: Class 35 contains 26682 members 
Mstep: Class 36 contains 44790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155656992.000000 Penalty: 126091.726562
Iteration 153Q: 37 clusters Score -1.55657e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 119397 members 
Mstep: Class 2 contains 213542 members 
Mstep: Class 3 contains 1509 members 
Mstep: Class 4 contains 9013 members 
Mstep: Class 5 contains 4375 members 
Mstep: Class 6 contains 1246 members 
Mstep: Class 7 contains 10685 members 
Mstep: Class 8 contains 37310 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 83917 members 
Mstep: Class 11 contains 228862 members 
Mstep: Class 12 contains 75604 members 
Mstep: Class 13 contains 8435 members 
Mstep: Class 14 contains 3911 members 
Mstep: Class 15 contains 2325 members 
Mstep: Class 16 contains 41120 members 
Mstep: Class 17 contains 15602 members 
Mstep: Class 18 contains 949 members 
Mstep: Class 19 contains 38063 members 
Mstep: Class 20 contains 4657 members 
Mstep: Class 21 contains 5490 members 
Mstep: Class 22 contains 1137 members 
Mstep: Class 23 contains 12372 members 
Mstep: Class 24 contains 236994 members 
Mstep: Class 25 contains 3353 members 
Mstep: Class 26 contains 3758 members 
Mstep: Class 27 contains 5564 members 
Mstep: Class 28 contains 72883 members 
Mstep: Class 29 contains 5034 members 
Mstep: Class 30 contains 3155 members 
Mstep: Class 31 contains 4148 members 
Mstep: Class 32 contains 15342 members 
Mstep: Class 33 contains 8851 members 
Mstep: Class 34 contains 8934 members 
Mstep: Class 35 contains 26682 members 
Mstep: Class 36 contains 44790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155656832.000000 Penalty: 126091.726562
Iteration 154Q: 37 clusters Score -1.556568e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 119398 members 
Mstep: Class 2 contains 213537 members 
Mstep: Class 3 contains 1509 members 
Mstep: Class 4 contains 9013 members 
Mstep: Class 5 contains 4375 members 
Mstep: Class 6 contains 1246 members 
Mstep: Class 7 contains 10685 members 
Mstep: Class 8 contains 37310 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 83916 members 
Mstep: Class 11 contains 228859 members 
Mstep: Class 12 contains 75604 members 
Mstep: Class 13 contains 8435 members 
Mstep: Class 14 contains 3911 members 
Mstep: Class 15 contains 2325 members 
Mstep: Class 16 contains 41120 members 
Mstep: Class 17 contains 15602 members 
Mstep: Class 18 contains 949 members 
Mstep: Class 19 contains 38061 members 
Mstep: Class 20 contains 4657 members 
Mstep: Class 21 contains 5491 members 
Mstep: Class 22 contains 1137 members 
Mstep: Class 23 contains 12372 members 
Mstep: Class 24 contains 236993 members 
Mstep: Class 25 contains 3353 members 
Mstep: Class 26 contains 3758 members 
Mstep: Class 27 contains 5564 members 
Mstep: Class 28 contains 72882 members 
Mstep: Class 29 contains 5033 members 
Mstep: Class 30 contains 3155 members 
Mstep: Class 31 contains 4140 members 
Mstep: Class 32 contains 15362 members 
Mstep: Class 33 contains 8851 members 
Mstep: Class 34 contains 8934 members 
Mstep: Class 35 contains 26682 members 
Mstep: Class 36 contains 44790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155656832.000000 Penalty: 126091.726562
Iteration 155Q: 37 clusters Score -1.556568e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 119399 members 
Mstep: Class 2 contains 213536 members 
Mstep: Class 3 contains 1509 members 
Mstep: Class 4 contains 9013 members 
Mstep: Class 5 contains 4375 members 
Mstep: Class 6 contains 1246 members 
Mstep: Class 7 contains 10685 members 
Mstep: Class 8 contains 37310 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 83916 members 
Mstep: Class 11 contains 228859 members 
Mstep: Class 12 contains 75605 members 
Mstep: Class 13 contains 8435 members 
Mstep: Class 14 contains 3911 members 
Mstep: Class 15 contains 2325 members 
Mstep: Class 16 contains 41120 members 
Mstep: Class 17 contains 15602 members 
Mstep: Class 18 contains 949 members 
Mstep: Class 19 contains 38057 members 
Mstep: Class 20 contains 4657 members 
Mstep: Class 21 contains 5492 members 
Mstep: Class 22 contains 1137 members 
Mstep: Class 23 contains 12372 members 
Mstep: Class 24 contains 236992 members 
Mstep: Class 25 contains 3353 members 
Mstep: Class 26 contains 3758 members 
Mstep: Class 27 contains 5565 members 
Mstep: Class 28 contains 72879 members 
Mstep: Class 29 contains 5033 members 
Mstep: Class 30 contains 3155 members 
Mstep: Class 31 contains 4132 members 
Mstep: Class 32 contains 15375 members 
Mstep: Class 33 contains 8851 members 
Mstep: Class 34 contains 8934 members 
Mstep: Class 35 contains 26682 members 
Mstep: Class 36 contains 44790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155656928.000000 Penalty: 126091.726562
Iteration 156Q: 37 clusters Score -1.556569e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 119399 members 
Mstep: Class 2 contains 213534 members 
Mstep: Class 3 contains 1509 members 
Mstep: Class 4 contains 9013 members 
Mstep: Class 5 contains 4375 members 
Mstep: Class 6 contains 1246 members 
Mstep: Class 7 contains 10685 members 
Mstep: Class 8 contains 37310 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 83916 members 
Mstep: Class 11 contains 228858 members 
Mstep: Class 12 contains 75606 members 
Mstep: Class 13 contains 8435 members 
Mstep: Class 14 contains 3911 members 
Mstep: Class 15 contains 2325 members 
Mstep: Class 16 contains 41121 members 
Mstep: Class 17 contains 15602 members 
Mstep: Class 18 contains 949 members 
Mstep: Class 19 contains 38057 members 
Mstep: Class 20 contains 4657 members 
Mstep: Class 21 contains 5492 members 
Mstep: Class 22 contains 1137 members 
Mstep: Class 23 contains 12372 members 
Mstep: Class 24 contains 236991 members 
Mstep: Class 25 contains 3353 members 
Mstep: Class 26 contains 3758 members 
Mstep: Class 27 contains 5564 members 
Mstep: Class 28 contains 72878 members 
Mstep: Class 29 contains 5034 members 
Mstep: Class 30 contains 3155 members 
Mstep: Class 31 contains 4125 members 
Mstep: Class 32 contains 15384 members 
Mstep: Class 33 contains 8851 members 
Mstep: Class 34 contains 8934 members 
Mstep: Class 35 contains 26683 members 
Mstep: Class 36 contains 44790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155656944.000000 Penalty: 126091.726562
Iteration 157Q: 37 clusters Score -1.556569e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 119398 members 
Mstep: Class 2 contains 213530 members 
Mstep: Class 3 contains 1509 members 
Mstep: Class 4 contains 9013 members 
Mstep: Class 5 contains 4375 members 
Mstep: Class 6 contains 1246 members 
Mstep: Class 7 contains 10685 members 
Mstep: Class 8 contains 37310 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 83917 members 
Mstep: Class 11 contains 228855 members 
Mstep: Class 12 contains 75606 members 
Mstep: Class 13 contains 8435 members 
Mstep: Class 14 contains 3911 members 
Mstep: Class 15 contains 2325 members 
Mstep: Class 16 contains 41121 members 
Mstep: Class 17 contains 15602 members 
Mstep: Class 18 contains 949 members 
Mstep: Class 19 contains 38053 members 
Mstep: Class 20 contains 4657 members 
Mstep: Class 21 contains 5492 members 
Mstep: Class 22 contains 1137 members 
Mstep: Class 23 contains 12372 members 
Mstep: Class 24 contains 236990 members 
Mstep: Class 25 contains 3353 members 
Mstep: Class 26 contains 3758 members 
Mstep: Class 27 contains 5564 members 
Mstep: Class 28 contains 72877 members 
Mstep: Class 29 contains 5034 members 
Mstep: Class 30 contains 3155 members 
Mstep: Class 31 contains 4123 members 
Mstep: Class 32 contains 15398 members 
Mstep: Class 33 contains 8851 members 
Mstep: Class 34 contains 8934 members 
Mstep: Class 35 contains 26684 members 
Mstep: Class 36 contains 44790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155656944.000000 Penalty: 126091.726562
Iteration 158Q: 37 clusters Score -1.556569e+08 nChanged 22
Entering ConstructFrom: 
Score: -155656944.000000 Penalty: 126091.726562
Entering ConstructFrom: 
Trying to split cluster 1 (119398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119398 members 
Entering Unmasked Estep 
Score: -14190841.000000 Penalty: 2899.174072
	Iteration 0F: 2 clusters Score -1.419084e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59760 members 
Mstep: Class 2 contains 59638 members 
Entering Unmasked Estep 
Score: -14111025.000000 Penalty: 5798.348145
	Iteration 0F: 3 clusters Score -1.411102e+07 nChanged 56845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60955 members 
Mstep: Class 2 contains 58443 members 
Entering Unmasked Estep 
Score: -14143373.000000 Penalty: 5798.348145
	Iteration 1F: 3 clusters Score -1.414337e+07 nChanged 3682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62007 members 
Mstep: Class 2 contains 57391 members 
Entering Unmasked Estep 
Score: -14144145.000000 Penalty: 5798.348145
	Iteration 2Q: 3 clusters Score -1.414414e+07 nChanged 3862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63719 members 
Mstep: Class 2 contains 55679 members 
Entering Unmasked Estep 
Score: -14145223.000000 Penalty: 5798.348145
	Iteration 3Q: 3 clusters Score -1.414522e+07 nChanged 4497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66442 members 
Mstep: Class 2 contains 52956 members 
Entering Unmasked Estep 
Score: -14146660.000000 Penalty: 5798.348145
	Iteration 4Q: 3 clusters Score -1.414666e+07 nChanged 5566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70500 members 
Mstep: Class 2 contains 48898 members 
Entering Unmasked Estep 
Score: -14149126.000000 Penalty: 5798.348145
	Iteration 5Q: 3 clusters Score -1.414913e+07 nChanged 7063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76199 members 
Mstep: Class 2 contains 43199 members 
Entering Unmasked Estep 
Score: -14152977.000000 Penalty: 5798.348145
	Iteration 6F: 3 clusters Score -1.415298e+07 nChanged 8446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83411 members 
Mstep: Class 2 contains 35987 members 
Entering Unmasked Estep 
Score: -14158670.000000 Penalty: 5798.348145
	Iteration 7F: 3 clusters Score -1.415867e+07 nChanged 9123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91256 members 
Mstep: Class 2 contains 28142 members 
Entering Unmasked Estep 
Score: -14165724.000000 Penalty: 5798.348145
	Iteration 8F: 3 clusters Score -1.416572e+07 nChanged 8376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98570 members 
Mstep: Class 2 contains 20828 members 
Entering Unmasked Estep 
Score: -14172457.000000 Penalty: 5798.348145
	Iteration 9F: 3 clusters Score -1.417246e+07 nChanged 6538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104396 members 
Mstep: Class 2 contains 15002 members 
Entering Unmasked Estep 
Score: -14177918.000000 Penalty: 5798.348145
	Iteration 10F: 3 clusters Score -1.417792e+07 nChanged 4703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108629 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -14181886.000000 Penalty: 5798.348145
	Iteration 11Q: 3 clusters Score -1.418189e+07 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111332 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -14184641.000000 Penalty: 5798.348145
	Iteration 12Q: 3 clusters Score -1.418464e+07 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112795 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -14186398.000000 Penalty: 5798.348145
	Iteration 13Q: 3 clusters Score -1.41864e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113599 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -14187449.000000 Penalty: 5798.348145
	Iteration 14Q: 3 clusters Score -1.418745e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114063 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -14187978.000000 Penalty: 5798.348145
	Iteration 15Q: 3 clusters Score -1.418798e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114373 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -14188308.000000 Penalty: 5798.348145
	Iteration 16Q: 3 clusters Score -1.418831e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114590 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -14188428.000000 Penalty: 5798.348145
	Iteration 17Q: 3 clusters Score -1.418843e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114772 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -14188662.000000 Penalty: 5798.348145
	Iteration 18Q: 3 clusters Score -1.418866e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114946 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -14188790.000000 Penalty: 5798.348145
	Iteration 19Q: 3 clusters Score -1.418879e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115065 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -14188915.000000 Penalty: 5798.348145
	Iteration 20F: 3 clusters Score -1.418892e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115165 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -14189020.000000 Penalty: 5798.348145
	Iteration 21Q: 3 clusters Score -1.418902e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115250 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -14189052.000000 Penalty: 5798.348145
	Iteration 22Q: 3 clusters Score -1.418905e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115314 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -14189125.000000 Penalty: 5798.348145
	Iteration 23Q: 3 clusters Score -1.418912e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115366 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -14189179.000000 Penalty: 5798.348145
	Iteration 24Q: 3 clusters Score -1.418918e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115406 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -14189214.000000 Penalty: 5798.348145
	Iteration 25Q: 3 clusters Score -1.418921e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115424 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -14189246.000000 Penalty: 5798.348145
	Iteration 26Q: 3 clusters Score -1.418925e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115422 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -14189263.000000 Penalty: 5798.348145
	Iteration 27Q: 3 clusters Score -1.418926e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115423 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -14189298.000000 Penalty: 5798.348145
	Iteration 28Q: 3 clusters Score -1.41893e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115411 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -14189326.000000 Penalty: 5798.348145
	Iteration 29Q: 3 clusters Score -1.418933e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115396 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -14189356.000000 Penalty: 5798.348145
	Iteration 30Q: 3 clusters Score -1.418936e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115391 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -14189329.000000 Penalty: 5798.348145
	Iteration 31Q: 3 clusters Score -1.418933e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115387 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -14189361.000000 Penalty: 5798.348145
	Iteration 32Q: 3 clusters Score -1.418936e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115374 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -14189375.000000 Penalty: 5798.348145
	Iteration 33Q: 3 clusters Score -1.418938e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115366 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -14189363.000000 Penalty: 5798.348145
	Iteration 34Q: 3 clusters Score -1.418936e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115354 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -14189385.000000 Penalty: 5798.348145
	Iteration 35Q: 3 clusters Score -1.418938e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115333 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -14189404.000000 Penalty: 5798.348145
	Iteration 36Q: 3 clusters Score -1.41894e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115323 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -14189416.000000 Penalty: 5798.348145
	Iteration 37Q: 3 clusters Score -1.418942e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115319 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -14189408.000000 Penalty: 5798.348145
	Iteration 38Q: 3 clusters Score -1.418941e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115317 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -14189420.000000 Penalty: 5798.348145
	Iteration 39Q: 3 clusters Score -1.418942e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115308 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -14189440.000000 Penalty: 5798.348145
	Iteration 40F: 3 clusters Score -1.418944e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115304 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -14189447.000000 Penalty: 5798.348145
	Iteration 41Q: 3 clusters Score -1.418945e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115292 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -14189454.000000 Penalty: 5798.348145
	Iteration 42Q: 3 clusters Score -1.418945e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115285 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -14189456.000000 Penalty: 5798.348145
	Iteration 43Q: 3 clusters Score -1.418946e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115284 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -14189456.000000 Penalty: 5798.348145
	Iteration 44Q: 3 clusters Score -1.418946e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115280 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -14189455.000000 Penalty: 5798.348145
	Iteration 45Q: 3 clusters Score -1.418946e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115277 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -14189455.000000 Penalty: 5798.348145
	Iteration 46Q: 3 clusters Score -1.418946e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115273 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -14189461.000000 Penalty: 5798.348145
	Iteration 47Q: 3 clusters Score -1.418946e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115269 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -14189458.000000 Penalty: 5798.348145
	Iteration 48Q: 3 clusters Score -1.418946e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115262 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -14189452.000000 Penalty: 5798.348145
	Iteration 49Q: 3 clusters Score -1.418945e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115260 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -14189462.000000 Penalty: 5798.348145
	Iteration 50Q: 3 clusters Score -1.418946e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115257 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -14189463.000000 Penalty: 5798.348145
	Iteration 51Q: 3 clusters Score -1.418946e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115257 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -14189470.000000 Penalty: 5798.348145
	Iteration 52Q: 3 clusters Score -1.418947e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115255 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -14189480.000000 Penalty: 5798.348145
	Iteration 53Q: 3 clusters Score -1.418948e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115253 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -14189470.000000 Penalty: 5798.348145
	Iteration 54Q: 3 clusters Score -1.418947e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115252 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -14189470.000000 Penalty: 5798.348145
	Iteration 55Q: 3 clusters Score -1.418947e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115252 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -14189470.000000 Penalty: 5798.348145
	Iteration 56F: 3 clusters Score -1.418947e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (213522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213522 members 
Entering Unmasked Estep 
Score: -25789796.000000 Penalty: 3043.330811
	Iteration 0F: 2 clusters Score -2.57898e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106942 members 
Mstep: Class 2 contains 106580 members 
Entering Unmasked Estep 
Score: -25660226.000000 Penalty: 6086.661621
	Iteration 0F: 3 clusters Score -2.566023e+07 nChanged 102790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109092 members 
Mstep: Class 2 contains 104430 members 
Entering Unmasked Estep 
Score: -25720108.000000 Penalty: 6086.661621
	Iteration 1F: 3 clusters Score -2.572011e+07 nChanged 5417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110977 members 
Mstep: Class 2 contains 102545 members 
Entering Unmasked Estep 
Score: -25721188.000000 Penalty: 6086.661621
	Iteration 2Q: 3 clusters Score -2.572119e+07 nChanged 5981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113912 members 
Mstep: Class 2 contains 99610 members 
Entering Unmasked Estep 
Score: -25722622.000000 Penalty: 6086.661621
	Iteration 3Q: 3 clusters Score -2.572262e+07 nChanged 7263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118391 members 
Mstep: Class 2 contains 95131 members 
Entering Unmasked Estep 
Score: -25725170.000000 Penalty: 6086.661621
	Iteration 4Q: 3 clusters Score -2.572517e+07 nChanged 9698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125439 members 
Mstep: Class 2 contains 88083 members 
Entering Unmasked Estep 
Score: -25729102.000000 Penalty: 6086.661621
	Iteration 5Q: 3 clusters Score -2.57291e+07 nChanged 12815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135880 members 
Mstep: Class 2 contains 77642 members 
Entering Unmasked Estep 
Score: -25736254.000000 Penalty: 6086.661621
	Iteration 6F: 3 clusters Score -2.573625e+07 nChanged 16151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150383 members 
Mstep: Class 2 contains 63139 members 
Entering Unmasked Estep 
Score: -25747126.000000 Penalty: 6086.661621
	Iteration 7F: 3 clusters Score -2.574713e+07 nChanged 17772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167179 members 
Mstep: Class 2 contains 46343 members 
Entering Unmasked Estep 
Score: -25760632.000000 Penalty: 6086.661621
	Iteration 8F: 3 clusters Score -2.576063e+07 nChanged 15228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181579 members 
Mstep: Class 2 contains 31943 members 
Entering Unmasked Estep 
Score: -25772700.000000 Penalty: 6086.661621
	Iteration 9F: 3 clusters Score -2.57727e+07 nChanged 9522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189767 members 
Mstep: Class 2 contains 23755 members 
Entering Unmasked Estep 
Score: -25781116.000000 Penalty: 6086.661621
	Iteration 10Q: 3 clusters Score -2.578112e+07 nChanged 5682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193199 members 
Mstep: Class 2 contains 20323 members 
Entering Unmasked Estep 
Score: -25785126.000000 Penalty: 6086.661621
	Iteration 11Q: 3 clusters Score -2.578513e+07 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195103 members 
Mstep: Class 2 contains 18419 members 
Entering Unmasked Estep 
Score: -25786218.000000 Penalty: 6086.661621
	Iteration 12Q: 3 clusters Score -2.578622e+07 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196553 members 
Mstep: Class 2 contains 16969 members 
Entering Unmasked Estep 
Score: -25786802.000000 Penalty: 6086.661621
	Iteration 13Q: 3 clusters Score -2.57868e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197738 members 
Mstep: Class 2 contains 15784 members 
Entering Unmasked Estep 
Score: -25787192.000000 Penalty: 6086.661621
	Iteration 14Q: 3 clusters Score -2.578719e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198760 members 
Mstep: Class 2 contains 14762 members 
Entering Unmasked Estep 
Score: -25787376.000000 Penalty: 6086.661621
	Iteration 15Q: 3 clusters Score -2.578738e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199681 members 
Mstep: Class 2 contains 13841 members 
Entering Unmasked Estep 
Score: -25787602.000000 Penalty: 6086.661621
	Iteration 16Q: 3 clusters Score -2.57876e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200499 members 
Mstep: Class 2 contains 13023 members 
Entering Unmasked Estep 
Score: -25787812.000000 Penalty: 6086.661621
	Iteration 17Q: 3 clusters Score -2.578781e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201219 members 
Mstep: Class 2 contains 12303 members 
Entering Unmasked Estep 
Score: -25787942.000000 Penalty: 6086.661621
	Iteration 18Q: 3 clusters Score -2.578794e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201920 members 
Mstep: Class 2 contains 11602 members 
Entering Unmasked Estep 
Score: -25788002.000000 Penalty: 6086.661621
	Iteration 19Q: 3 clusters Score -2.5788e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202581 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -25788182.000000 Penalty: 6086.661621
	Iteration 20F: 3 clusters Score -2.578818e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203150 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -25788274.000000 Penalty: 6086.661621
	Iteration 21Q: 3 clusters Score -2.578827e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203668 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -25788388.000000 Penalty: 6086.661621
	Iteration 22Q: 3 clusters Score -2.578839e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204155 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -25788444.000000 Penalty: 6086.661621
	Iteration 23Q: 3 clusters Score -2.578844e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204578 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -25788496.000000 Penalty: 6086.661621
	Iteration 24Q: 3 clusters Score -2.57885e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204947 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -25788530.000000 Penalty: 6086.661621
	Iteration 25Q: 3 clusters Score -2.578853e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205304 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -25788574.000000 Penalty: 6086.661621
	Iteration 26Q: 3 clusters Score -2.578857e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205636 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -25788564.000000 Penalty: 6086.661621
	Iteration 27Q: 3 clusters Score -2.578856e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205948 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -25788594.000000 Penalty: 6086.661621
	Iteration 28Q: 3 clusters Score -2.578859e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206223 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -25788620.000000 Penalty: 6086.661621
	Iteration 29Q: 3 clusters Score -2.578862e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206469 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -25788654.000000 Penalty: 6086.661621
	Iteration 30Q: 3 clusters Score -2.578865e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206670 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -25788666.000000 Penalty: 6086.661621
	Iteration 31Q: 3 clusters Score -2.578867e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206854 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -25788696.000000 Penalty: 6086.661621
	Iteration 32Q: 3 clusters Score -2.57887e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207040 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -25788730.000000 Penalty: 6086.661621
	Iteration 33Q: 3 clusters Score -2.578873e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207204 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -25788744.000000 Penalty: 6086.661621
	Iteration 34Q: 3 clusters Score -2.578874e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207353 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -25788796.000000 Penalty: 6086.661621
	Iteration 35Q: 3 clusters Score -2.57888e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207497 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -25788824.000000 Penalty: 6086.661621
	Iteration 36Q: 3 clusters Score -2.578882e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207620 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -25788798.000000 Penalty: 6086.661621
	Iteration 37Q: 3 clusters Score -2.57888e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207728 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -25788764.000000 Penalty: 6086.661621
	Iteration 38Q: 3 clusters Score -2.578876e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207827 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -25788792.000000 Penalty: 6086.661621
	Iteration 39Q: 3 clusters Score -2.578879e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207916 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -25788786.000000 Penalty: 6086.661621
	Iteration 40F: 3 clusters Score -2.578879e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207994 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -25788738.000000 Penalty: 6086.661621
	Iteration 41Q: 3 clusters Score -2.578874e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208060 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -25788728.000000 Penalty: 6086.661621
	Iteration 42Q: 3 clusters Score -2.578873e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208100 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -25788750.000000 Penalty: 6086.661621
	Iteration 43Q: 3 clusters Score -2.578875e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208139 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -25788734.000000 Penalty: 6086.661621
	Iteration 44Q: 3 clusters Score -2.578873e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208171 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -25788726.000000 Penalty: 6086.661621
	Iteration 45Q: 3 clusters Score -2.578873e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208203 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -25788730.000000 Penalty: 6086.661621
	Iteration 46Q: 3 clusters Score -2.578873e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208242 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -25788738.000000 Penalty: 6086.661621
	Iteration 47Q: 3 clusters Score -2.578874e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208277 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -25788776.000000 Penalty: 6086.661621
	Iteration 48Q: 3 clusters Score -2.578878e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208320 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -25788790.000000 Penalty: 6086.661621
	Iteration 49Q: 3 clusters Score -2.578879e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208359 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -25788818.000000 Penalty: 6086.661621
	Iteration 50Q: 3 clusters Score -2.578882e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208400 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -25788840.000000 Penalty: 6086.661621
	Iteration 51Q: 3 clusters Score -2.578884e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208430 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -25788842.000000 Penalty: 6086.661621
	Iteration 52Q: 3 clusters Score -2.578884e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208464 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -25788824.000000 Penalty: 6086.661621
	Iteration 53Q: 3 clusters Score -2.578882e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208497 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -25788816.000000 Penalty: 6086.661621
	Iteration 54Q: 3 clusters Score -2.578882e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208521 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -25788804.000000 Penalty: 6086.661621
	Iteration 55Q: 3 clusters Score -2.57888e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208545 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -25788822.000000 Penalty: 6086.661621
	Iteration 56Q: 3 clusters Score -2.578882e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208562 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -25788836.000000 Penalty: 6086.661621
	Iteration 57Q: 3 clusters Score -2.578884e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208578 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -25788818.000000 Penalty: 6086.661621
	Iteration 58Q: 3 clusters Score -2.578882e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208591 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -25788830.000000 Penalty: 6086.661621
	Iteration 59Q: 3 clusters Score -2.578883e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208602 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -25788840.000000 Penalty: 6086.661621
	Iteration 60F: 3 clusters Score -2.578884e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208613 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -25788844.000000 Penalty: 6086.661621
	Iteration 61Q: 3 clusters Score -2.578884e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208624 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -25788832.000000 Penalty: 6086.661621
	Iteration 62Q: 3 clusters Score -2.578883e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208637 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -25788832.000000 Penalty: 6086.661621
	Iteration 63Q: 3 clusters Score -2.578883e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208647 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -25788816.000000 Penalty: 6086.661621
	Iteration 64Q: 3 clusters Score -2.578882e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208656 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -25788814.000000 Penalty: 6086.661621
	Iteration 65Q: 3 clusters Score -2.578881e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208665 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -25788810.000000 Penalty: 6086.661621
	Iteration 66Q: 3 clusters Score -2.578881e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208677 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -25788814.000000 Penalty: 6086.661621
	Iteration 67Q: 3 clusters Score -2.578881e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208698 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -25788832.000000 Penalty: 6086.661621
	Iteration 68Q: 3 clusters Score -2.578883e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208719 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -25788798.000000 Penalty: 6086.661621
	Iteration 69Q: 3 clusters Score -2.57888e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208729 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -25788792.000000 Penalty: 6086.661621
	Iteration 70Q: 3 clusters Score -2.578879e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208737 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -25788788.000000 Penalty: 6086.661621
	Iteration 71Q: 3 clusters Score -2.578879e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208742 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -25788796.000000 Penalty: 6086.661621
	Iteration 72Q: 3 clusters Score -2.57888e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208750 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -25788812.000000 Penalty: 6086.661621
	Iteration 73Q: 3 clusters Score -2.578881e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208753 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -25788820.000000 Penalty: 6086.661621
	Iteration 74Q: 3 clusters Score -2.578882e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208755 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -25788820.000000 Penalty: 6086.661621
	Iteration 75Q: 3 clusters Score -2.578882e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208760 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -25788820.000000 Penalty: 6086.661621
	Iteration 76Q: 3 clusters Score -2.578882e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208760 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -25788820.000000 Penalty: 6086.661621
	Iteration 77F: 3 clusters Score -2.578882e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -146872.687500 Penalty: 1815.162231
	Iteration 0F: 2 clusters Score -146872.7 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 768 members 
Entering Unmasked Estep 
Score: -144645.593750 Penalty: 3630.324463
	Iteration 0F: 3 clusters Score -144645.6 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -145153.937500 Penalty: 3630.324463
	Iteration 1F: 3 clusters Score -145153.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -145392.375000 Penalty: 3630.324463
	Iteration 2F: 3 clusters Score -145392.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -145605.093750 Penalty: 3630.324463
	Iteration 3F: 3 clusters Score -145605.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -145823.703125 Penalty: 3630.324463
	Iteration 4F: 3 clusters Score -145823.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -146108.578125 Penalty: 3630.324463
	Iteration 5F: 3 clusters Score -146108.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -146309.312500 Penalty: 3630.324463
	Iteration 6F: 3 clusters Score -146309.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -146452.984375 Penalty: 3630.324463
	Iteration 7Q: 3 clusters Score -146453 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -146510.187500 Penalty: 3630.324463
	Iteration 8Q: 3 clusters Score -146510.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -146546.843750 Penalty: 3630.324463
	Iteration 9Q: 3 clusters Score -146546.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -146565.265625 Penalty: 3630.324463
	Iteration 10Q: 3 clusters Score -146565.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -146575.843750 Penalty: 3630.324463
	Iteration 11Q: 3 clusters Score -146575.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -146580.593750 Penalty: 3630.324463
	Iteration 12Q: 3 clusters Score -146580.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -146581.828125 Penalty: 3630.324463
	Iteration 13Q: 3 clusters Score -146581.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -146582.921875 Penalty: 3630.324463
	Iteration 14Q: 3 clusters Score -146582.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -146582.921875 Penalty: 3630.324463
	Iteration 15F: 3 clusters Score -146582.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (9013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Entering Unmasked Estep 
Score: -1036042.625000 Penalty: 2258.393066
	Iteration 0F: 2 clusters Score -1036043 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -1029025.187500 Penalty: 4516.786133
	Iteration 0F: 3 clusters Score -1029025 nChanged 3751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -1030982.812500 Penalty: 4516.786133
	Iteration 1F: 3 clusters Score -1030983 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -1031242.187500 Penalty: 4516.786133
	Iteration 2F: 3 clusters Score -1031242 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -1031453.000000 Penalty: 4516.786133
	Iteration 3Q: 3 clusters Score -1031453 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -1031629.062500 Penalty: 4516.786133
	Iteration 4Q: 3 clusters Score -1031629 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -1031834.250000 Penalty: 4516.786133
	Iteration 5Q: 3 clusters Score -1031834 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -1032058.437500 Penalty: 4516.786133
	Iteration 6Q: 3 clusters Score -1032058 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -1032288.312500 Penalty: 4516.786133
	Iteration 7Q: 3 clusters Score -1032288 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -1032551.062500 Penalty: 4516.786133
	Iteration 8Q: 3 clusters Score -1032551 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -1032904.062500 Penalty: 4516.786133
	Iteration 9Q: 3 clusters Score -1032904 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -1033190.250000 Penalty: 4516.786133
	Iteration 10Q: 3 clusters Score -1033190 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -1033395.500000 Penalty: 4516.786133
	Iteration 11Q: 3 clusters Score -1033396 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -1033551.937500 Penalty: 4516.786133
	Iteration 12Q: 3 clusters Score -1033552 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -1033660.750000 Penalty: 4516.786133
	Iteration 13Q: 3 clusters Score -1033661 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -1033729.687500 Penalty: 4516.786133
	Iteration 14Q: 3 clusters Score -1033730 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -1033779.750000 Penalty: 4516.786133
	Iteration 15Q: 3 clusters Score -1033780 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -1033822.250000 Penalty: 4516.786133
	Iteration 16Q: 3 clusters Score -1033822 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -1033851.562500 Penalty: 4516.786133
	Iteration 17Q: 3 clusters Score -1033852 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -1033871.250000 Penalty: 4516.786133
	Iteration 18Q: 3 clusters Score -1033871 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1033885.750000 Penalty: 4516.786133
	Iteration 19Q: 3 clusters Score -1033886 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -1033899.812500 Penalty: 4516.786133
	Iteration 20F: 3 clusters Score -1033900 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1033912.125000 Penalty: 4516.786133
	Iteration 21Q: 3 clusters Score -1033912 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -1033924.750000 Penalty: 4516.786133
	Iteration 22Q: 3 clusters Score -1033925 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -1033944.562500 Penalty: 4516.786133
	Iteration 23Q: 3 clusters Score -1033945 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -1033959.687500 Penalty: 4516.786133
	Iteration 24Q: 3 clusters Score -1033960 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -1033977.687500 Penalty: 4516.786133
	Iteration 25Q: 3 clusters Score -1033978 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -1034000.062500 Penalty: 4516.786133
	Iteration 26Q: 3 clusters Score -1034000 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -1034016.250000 Penalty: 4516.786133
	Iteration 27Q: 3 clusters Score -1034016 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -1034041.000000 Penalty: 4516.786133
	Iteration 28Q: 3 clusters Score -1034041 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -1034055.875000 Penalty: 4516.786133
	Iteration 29Q: 3 clusters Score -1034056 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -1034075.750000 Penalty: 4516.786133
	Iteration 30Q: 3 clusters Score -1034076 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -1034091.750000 Penalty: 4516.786133
	Iteration 31Q: 3 clusters Score -1034092 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -1034114.187500 Penalty: 4516.786133
	Iteration 32Q: 3 clusters Score -1034114 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -1034141.625000 Penalty: 4516.786133
	Iteration 33Q: 3 clusters Score -1034142 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -1034171.875000 Penalty: 4516.786133
	Iteration 34Q: 3 clusters Score -1034172 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -1034209.500000 Penalty: 4516.786133
	Iteration 35Q: 3 clusters Score -1034210 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -1034246.500000 Penalty: 4516.786133
	Iteration 36Q: 3 clusters Score -1034246 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -1034284.812500 Penalty: 4516.786133
	Iteration 37Q: 3 clusters Score -1034285 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -1034324.687500 Penalty: 4516.786133
	Iteration 38Q: 3 clusters Score -1034325 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -1034376.687500 Penalty: 4516.786133
	Iteration 39Q: 3 clusters Score -1034377 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -1034431.562500 Penalty: 4516.786133
	Iteration 40F: 3 clusters Score -1034432 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -1034489.312500 Penalty: 4516.786133
	Iteration 41Q: 3 clusters Score -1034489 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -1034541.187500 Penalty: 4516.786133
	Iteration 42Q: 3 clusters Score -1034541 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -1034589.812500 Penalty: 4516.786133
	Iteration 43Q: 3 clusters Score -1034590 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -1034643.750000 Penalty: 4516.786133
	Iteration 44Q: 3 clusters Score -1034644 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -1034681.250000 Penalty: 4516.786133
	Iteration 45Q: 3 clusters Score -1034681 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -1034709.500000 Penalty: 4516.786133
	Iteration 46Q: 3 clusters Score -1034710 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -1034741.062500 Penalty: 4516.786133
	Iteration 47Q: 3 clusters Score -1034741 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -1034765.375000 Penalty: 4516.786133
	Iteration 48Q: 3 clusters Score -1034765 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -1034782.437500 Penalty: 4516.786133
	Iteration 49Q: 3 clusters Score -1034782 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -1034794.187500 Penalty: 4516.786133
	Iteration 50Q: 3 clusters Score -1034794 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -1034798.875000 Penalty: 4516.786133
	Iteration 51Q: 3 clusters Score -1034799 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -1034800.187500 Penalty: 4516.786133
	Iteration 52Q: 3 clusters Score -1034800 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -1034804.250000 Penalty: 4516.786133
	Iteration 53Q: 3 clusters Score -1034804 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -1034805.062500 Penalty: 4516.786133
	Iteration 54Q: 3 clusters Score -1034805 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -1034809.687500 Penalty: 4516.786133
	Iteration 55Q: 3 clusters Score -1034810 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -1034811.375000 Penalty: 4516.786133
	Iteration 56Q: 3 clusters Score -1034811 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -1034814.187500 Penalty: 4516.786133
	Iteration 57Q: 3 clusters Score -1034814 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -1034814.875000 Penalty: 4516.786133
	Iteration 58Q: 3 clusters Score -1034815 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -1034816.000000 Penalty: 4516.786133
	Iteration 59Q: 3 clusters Score -1034816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -1034815.312500 Penalty: 4516.786133
	Iteration 60F: 3 clusters Score -1034815 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -1034815.625000 Penalty: 4516.786133
	Iteration 61Q: 3 clusters Score -1034816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -1034817.250000 Penalty: 4516.786133
	Iteration 62Q: 3 clusters Score -1034817 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -1034816.312500 Penalty: 4516.786133
	Iteration 63Q: 3 clusters Score -1034816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -1034817.750000 Penalty: 4516.786133
	Iteration 64Q: 3 clusters Score -1034818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -1034818.187500 Penalty: 4516.786133
	Iteration 65Q: 3 clusters Score -1034818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -1034819.500000 Penalty: 4516.786133
	Iteration 66Q: 3 clusters Score -1034820 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -1034819.500000 Penalty: 4516.786133
	Iteration 67F: 3 clusters Score -1034820 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Entering Unmasked Estep 
Score: -477068.468750 Penalty: 2079.148193
	Iteration 0F: 2 clusters Score -477068.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -472958.906250 Penalty: 4158.296387
	Iteration 0F: 3 clusters Score -472958.9 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -473938.281250 Penalty: 4158.296387
	Iteration 1F: 3 clusters Score -473938.3 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -474169.031250 Penalty: 4158.296387
	Iteration 2F: 3 clusters Score -474169 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -474304.281250 Penalty: 4158.296387
	Iteration 3F: 3 clusters Score -474304.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -474404.312500 Penalty: 4158.296387
	Iteration 4Q: 3 clusters Score -474404.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -474473.562500 Penalty: 4158.296387
	Iteration 5Q: 3 clusters Score -474473.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -474532.000000 Penalty: 4158.296387
	Iteration 6Q: 3 clusters Score -474532 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -474587.406250 Penalty: 4158.296387
	Iteration 7Q: 3 clusters Score -474587.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -474638.937500 Penalty: 4158.296387
	Iteration 8Q: 3 clusters Score -474638.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -474698.156250 Penalty: 4158.296387
	Iteration 9Q: 3 clusters Score -474698.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -474738.781250 Penalty: 4158.296387
	Iteration 10Q: 3 clusters Score -474738.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -474773.062500 Penalty: 4158.296387
	Iteration 11Q: 3 clusters Score -474773.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -474799.500000 Penalty: 4158.296387
	Iteration 12Q: 3 clusters Score -474799.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -474832.031250 Penalty: 4158.296387
	Iteration 13Q: 3 clusters Score -474832 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -474871.562500 Penalty: 4158.296387
	Iteration 14Q: 3 clusters Score -474871.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -474911.750000 Penalty: 4158.296387
	Iteration 15Q: 3 clusters Score -474911.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -474938.250000 Penalty: 4158.296387
	Iteration 16Q: 3 clusters Score -474938.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -474958.625000 Penalty: 4158.296387
	Iteration 17Q: 3 clusters Score -474958.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -474978.468750 Penalty: 4158.296387
	Iteration 18Q: 3 clusters Score -474978.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -474995.375000 Penalty: 4158.296387
	Iteration 19Q: 3 clusters Score -474995.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -475011.187500 Penalty: 4158.296387
	Iteration 20F: 3 clusters Score -475011.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -475031.468750 Penalty: 4158.296387
	Iteration 21Q: 3 clusters Score -475031.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -475054.687500 Penalty: 4158.296387
	Iteration 22Q: 3 clusters Score -475054.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -475083.437500 Penalty: 4158.296387
	Iteration 23Q: 3 clusters Score -475083.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -475106.468750 Penalty: 4158.296387
	Iteration 24Q: 3 clusters Score -475106.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -475128.312500 Penalty: 4158.296387
	Iteration 25Q: 3 clusters Score -475128.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -475153.343750 Penalty: 4158.296387
	Iteration 26Q: 3 clusters Score -475153.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -475175.250000 Penalty: 4158.296387
	Iteration 27Q: 3 clusters Score -475175.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -475194.625000 Penalty: 4158.296387
	Iteration 28Q: 3 clusters Score -475194.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -475219.781250 Penalty: 4158.296387
	Iteration 29Q: 3 clusters Score -475219.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -475235.187500 Penalty: 4158.296387
	Iteration 30Q: 3 clusters Score -475235.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -475252.656250 Penalty: 4158.296387
	Iteration 31Q: 3 clusters Score -475252.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -475264.187500 Penalty: 4158.296387
	Iteration 32Q: 3 clusters Score -475264.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -475273.687500 Penalty: 4158.296387
	Iteration 33Q: 3 clusters Score -475273.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -475283.562500 Penalty: 4158.296387
	Iteration 34Q: 3 clusters Score -475283.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -475294.312500 Penalty: 4158.296387
	Iteration 35Q: 3 clusters Score -475294.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -475305.500000 Penalty: 4158.296387
	Iteration 36Q: 3 clusters Score -475305.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -475316.000000 Penalty: 4158.296387
	Iteration 37Q: 3 clusters Score -475316 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -475321.156250 Penalty: 4158.296387
	Iteration 38Q: 3 clusters Score -475321.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -475327.781250 Penalty: 4158.296387
	Iteration 39Q: 3 clusters Score -475327.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -475333.750000 Penalty: 4158.296387
	Iteration 40F: 3 clusters Score -475333.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -475340.187500 Penalty: 4158.296387
	Iteration 41Q: 3 clusters Score -475340.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -475343.156250 Penalty: 4158.296387
	Iteration 42Q: 3 clusters Score -475343.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -475347.281250 Penalty: 4158.296387
	Iteration 43Q: 3 clusters Score -475347.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -475350.531250 Penalty: 4158.296387
	Iteration 44Q: 3 clusters Score -475350.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -475353.750000 Penalty: 4158.296387
	Iteration 45Q: 3 clusters Score -475353.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -475357.281250 Penalty: 4158.296387
	Iteration 46Q: 3 clusters Score -475357.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -475360.000000 Penalty: 4158.296387
	Iteration 47Q: 3 clusters Score -475360 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -475362.000000 Penalty: 4158.296387
	Iteration 48Q: 3 clusters Score -475362 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -475365.593750 Penalty: 4158.296387
	Iteration 49Q: 3 clusters Score -475365.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -475370.750000 Penalty: 4158.296387
	Iteration 50Q: 3 clusters Score -475370.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -475377.937500 Penalty: 4158.296387
	Iteration 51Q: 3 clusters Score -475377.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -475384.343750 Penalty: 4158.296387
	Iteration 52Q: 3 clusters Score -475384.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -475390.937500 Penalty: 4158.296387
	Iteration 53Q: 3 clusters Score -475390.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -475395.062500 Penalty: 4158.296387
	Iteration 54Q: 3 clusters Score -475395.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -475404.656250 Penalty: 4158.296387
	Iteration 55Q: 3 clusters Score -475404.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -475410.312500 Penalty: 4158.296387
	Iteration 56Q: 3 clusters Score -475410.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -475417.562500 Penalty: 4158.296387
	Iteration 57Q: 3 clusters Score -475417.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -475420.156250 Penalty: 4158.296387
	Iteration 58Q: 3 clusters Score -475420.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -475421.187500 Penalty: 4158.296387
	Iteration 59Q: 3 clusters Score -475421.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -475422.656250 Penalty: 4158.296387
	Iteration 60F: 3 clusters Score -475422.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -475423.875000 Penalty: 4158.296387
	Iteration 61Q: 3 clusters Score -475423.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -475423.562500 Penalty: 4158.296387
	Iteration 62Q: 3 clusters Score -475423.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -475425.468750 Penalty: 4158.296387
	Iteration 63Q: 3 clusters Score -475425.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -475425.625000 Penalty: 4158.296387
	Iteration 64Q: 3 clusters Score -475425.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -475426.500000 Penalty: 4158.296387
	Iteration 65Q: 3 clusters Score -475426.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -475427.187500 Penalty: 4158.296387
	Iteration 66Q: 3 clusters Score -475427.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -475427.375000 Penalty: 4158.296387
	Iteration 67Q: 3 clusters Score -475427.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -475427.375000 Penalty: 4158.296387
	Iteration 68F: 3 clusters Score -475427.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Entering Unmasked Estep 
Score: -136065.671875 Penalty: 1767.667969
	Iteration 0F: 2 clusters Score -136065.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -133984.187500 Penalty: 3535.335938
	Iteration 0F: 3 clusters Score -133984.2 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -134403.453125 Penalty: 3535.335938
	Iteration 1F: 3 clusters Score -134403.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -134626.468750 Penalty: 3535.335938
	Iteration 2F: 3 clusters Score -134626.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -135059.718750 Penalty: 3535.335938
	Iteration 3F: 3 clusters Score -135059.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -135314.265625 Penalty: 3535.335938
	Iteration 4F: 3 clusters Score -135314.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -135474.953125 Penalty: 3535.335938
	Iteration 5F: 3 clusters Score -135475 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -135568.765625 Penalty: 3535.335938
	Iteration 6Q: 3 clusters Score -135568.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -135613.781250 Penalty: 3535.335938
	Iteration 7Q: 3 clusters Score -135613.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -135642.265625 Penalty: 3535.335938
	Iteration 8Q: 3 clusters Score -135642.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -135656.281250 Penalty: 3535.335938
	Iteration 9Q: 3 clusters Score -135656.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -135672.828125 Penalty: 3535.335938
	Iteration 10Q: 3 clusters Score -135672.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -135689.578125 Penalty: 3535.335938
	Iteration 11Q: 3 clusters Score -135689.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -135704.484375 Penalty: 3535.335938
	Iteration 12Q: 3 clusters Score -135704.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -135720.062500 Penalty: 3535.335938
	Iteration 13Q: 3 clusters Score -135720.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -135732.187500 Penalty: 3535.335938
	Iteration 14Q: 3 clusters Score -135732.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -135752.390625 Penalty: 3535.335938
	Iteration 15Q: 3 clusters Score -135752.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -135788.328125 Penalty: 3535.335938
	Iteration 16Q: 3 clusters Score -135788.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -135903.109375 Penalty: 3535.335938
	Iteration 17Q: 3 clusters Score -135903.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -136047.921875 Penalty: 3535.335938
	Iteration 18Q: 3 clusters Score -136047.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -136069.421875 Penalty: 3535.335938
	Iteration 19Q: 3 clusters Score -136069.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -136083.890625 Penalty: 3535.335938
	Iteration 20F: 3 clusters Score -136083.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -136090.093750 Penalty: 3535.335938
	Iteration 21Q: 3 clusters Score -136090.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -136090.906250 Penalty: 3535.335938
	Iteration 22Q: 3 clusters Score -136090.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -136094.656250 Penalty: 3535.335938
	Iteration 23Q: 3 clusters Score -136094.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -136094.656250 Penalty: 3535.335938
	Iteration 24F: 3 clusters Score -136094.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 119398 members 
Mstep: Class 2 contains 213522 members 
Mstep: Class 3 contains 1509 members 
Mstep: Class 4 contains 9013 members 
Mstep: Class 5 contains 4375 members 
Mstep: Class 6 contains 860 members 
Mstep: Class 7 contains 10685 members 
Mstep: Class 8 contains 37310 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 83918 members 
Mstep: Class 11 contains 228853 members 
Mstep: Class 12 contains 75606 members 
Mstep: Class 13 contains 8435 members 
Mstep: Class 14 contains 3911 members 
Mstep: Class 15 contains 2325 members 
Mstep: Class 16 contains 41121 members 
Mstep: Class 17 contains 15603 members 
Mstep: Class 18 contains 949 members 
Mstep: Class 19 contains 38053 members 
Mstep: Class 20 contains 4657 members 
Mstep: Class 21 contains 5492 members 
Mstep: Class 22 contains 1137 members 
Mstep: Class 23 contains 12371 members 
Mstep: Class 24 contains 236988 members 
Mstep: Class 25 contains 3353 members 
Mstep: Class 26 contains 3758 members 
Mstep: Class 27 contains 5564 members 
Mstep: Class 28 contains 72875 members 
Mstep: Class 29 contains 5033 members 
Mstep: Class 30 contains 3155 members 
Mstep: Class 31 contains 4122 members 
Mstep: Class 32 contains 15412 members 
Mstep: Class 33 contains 8851 members 
Mstep: Class 34 contains 8934 members 
Mstep: Class 35 contains 26685 members 
Mstep: Class 36 contains 44790 members 
Mstep: Class 37 contains 386 members 
Entering Unmasked Estep 
Score: -155655296.000000 Penalty: 129594.273438
Splitting cluster 6 changes total score from -155656944.000000 to -155655296.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (10685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Entering Unmasked Estep 
Score: -1228503.625000 Penalty: 2300.595703
	Iteration 0F: 2 clusters Score -1228504 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -1220360.125000 Penalty: 4601.191406
	Iteration 0F: 3 clusters Score -1220360 nChanged 4437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -1222735.875000 Penalty: 4601.191406
	Iteration 1F: 3 clusters Score -1222736 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -1223110.250000 Penalty: 4601.191406
	Iteration 2F: 3 clusters Score -1223110 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -1223372.500000 Penalty: 4601.191406
	Iteration 3F: 3 clusters Score -1223372 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -1223595.750000 Penalty: 4601.191406
	Iteration 4Q: 3 clusters Score -1223596 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -1223795.750000 Penalty: 4601.191406
	Iteration 5Q: 3 clusters Score -1223796 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -1224030.000000 Penalty: 4601.191406
	Iteration 6Q: 3 clusters Score -1224030 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -1224304.875000 Penalty: 4601.191406
	Iteration 7Q: 3 clusters Score -1224305 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -1224607.250000 Penalty: 4601.191406
	Iteration 8Q: 3 clusters Score -1224607 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -1224950.250000 Penalty: 4601.191406
	Iteration 9Q: 3 clusters Score -1224950 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -1225325.875000 Penalty: 4601.191406
	Iteration 10Q: 3 clusters Score -1225326 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -1225690.625000 Penalty: 4601.191406
	Iteration 11Q: 3 clusters Score -1225691 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1226014.875000 Penalty: 4601.191406
	Iteration 12Q: 3 clusters Score -1226015 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1226240.125000 Penalty: 4601.191406
	Iteration 13Q: 3 clusters Score -1226240 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1226404.125000 Penalty: 4601.191406
	Iteration 14Q: 3 clusters Score -1226404 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1226531.375000 Penalty: 4601.191406
	Iteration 15Q: 3 clusters Score -1226531 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1226624.500000 Penalty: 4601.191406
	Iteration 16Q: 3 clusters Score -1226624 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1226687.125000 Penalty: 4601.191406
	Iteration 17Q: 3 clusters Score -1226687 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1226727.750000 Penalty: 4601.191406
	Iteration 18Q: 3 clusters Score -1226728 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1226754.250000 Penalty: 4601.191406
	Iteration 19Q: 3 clusters Score -1226754 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1226774.750000 Penalty: 4601.191406
	Iteration 20F: 3 clusters Score -1226775 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1226799.125000 Penalty: 4601.191406
	Iteration 21Q: 3 clusters Score -1226799 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1226829.000000 Penalty: 4601.191406
	Iteration 22Q: 3 clusters Score -1226829 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1226844.125000 Penalty: 4601.191406
	Iteration 23Q: 3 clusters Score -1226844 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1226863.625000 Penalty: 4601.191406
	Iteration 24Q: 3 clusters Score -1226864 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1226873.375000 Penalty: 4601.191406
	Iteration 25Q: 3 clusters Score -1226873 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1226886.125000 Penalty: 4601.191406
	Iteration 26Q: 3 clusters Score -1226886 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1226899.125000 Penalty: 4601.191406
	Iteration 27Q: 3 clusters Score -1226899 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1226914.750000 Penalty: 4601.191406
	Iteration 28Q: 3 clusters Score -1226915 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1226917.375000 Penalty: 4601.191406
	Iteration 29Q: 3 clusters Score -1226917 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1226918.875000 Penalty: 4601.191406
	Iteration 30Q: 3 clusters Score -1226919 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1226919.000000 Penalty: 4601.191406
	Iteration 31Q: 3 clusters Score -1226919 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1226919.250000 Penalty: 4601.191406
	Iteration 32Q: 3 clusters Score -1226919 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1226919.250000 Penalty: 4601.191406
	Iteration 33F: 3 clusters Score -1226919 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (37310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37310 members 
Entering Unmasked Estep 
Score: -4330363.000000 Penalty: 2610.700195
	Iteration 0F: 2 clusters Score -4330363 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18572 members 
Mstep: Class 2 contains 18738 members 
Entering Unmasked Estep 
Score: -4304960.500000 Penalty: 5221.400391
	Iteration 0F: 3 clusters Score -4304960 nChanged 16997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18351 members 
Mstep: Class 2 contains 18959 members 
Entering Unmasked Estep 
Score: -4314460.500000 Penalty: 5221.400391
	Iteration 1F: 3 clusters Score -4314460 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18190 members 
Mstep: Class 2 contains 19120 members 
Entering Unmasked Estep 
Score: -4315088.500000 Penalty: 5221.400391
	Iteration 2Q: 3 clusters Score -4315088 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17901 members 
Mstep: Class 2 contains 19409 members 
Entering Unmasked Estep 
Score: -4315668.500000 Penalty: 5221.400391
	Iteration 3Q: 3 clusters Score -4315668 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17408 members 
Mstep: Class 2 contains 19902 members 
Entering Unmasked Estep 
Score: -4316312.000000 Penalty: 5221.400391
	Iteration 4Q: 3 clusters Score -4316312 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16692 members 
Mstep: Class 2 contains 20618 members 
Entering Unmasked Estep 
Score: -4317001.000000 Penalty: 5221.400391
	Iteration 5Q: 3 clusters Score -4317001 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15740 members 
Mstep: Class 2 contains 21570 members 
Entering Unmasked Estep 
Score: -4317837.000000 Penalty: 5221.400391
	Iteration 6Q: 3 clusters Score -4317837 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14566 members 
Mstep: Class 2 contains 22744 members 
Entering Unmasked Estep 
Score: -4318746.500000 Penalty: 5221.400391
	Iteration 7Q: 3 clusters Score -4318746 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13223 members 
Mstep: Class 2 contains 24087 members 
Entering Unmasked Estep 
Score: -4319798.500000 Penalty: 5221.400391
	Iteration 8F: 3 clusters Score -4319798 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 25578 members 
Entering Unmasked Estep 
Score: -4320950.000000 Penalty: 5221.400391
	Iteration 9F: 3 clusters Score -4320950 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 27079 members 
Entering Unmasked Estep 
Score: -4322051.500000 Penalty: 5221.400391
	Iteration 10Q: 3 clusters Score -4322052 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 28545 members 
Entering Unmasked Estep 
Score: -4323099.500000 Penalty: 5221.400391
	Iteration 11Q: 3 clusters Score -4323100 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 29944 members 
Entering Unmasked Estep 
Score: -4324071.000000 Penalty: 5221.400391
	Iteration 12Q: 3 clusters Score -4324071 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 31167 members 
Entering Unmasked Estep 
Score: -4324884.500000 Penalty: 5221.400391
	Iteration 13Q: 3 clusters Score -4324884 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 32259 members 
Entering Unmasked Estep 
Score: -4325584.500000 Penalty: 5221.400391
	Iteration 14Q: 3 clusters Score -4325584 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 33164 members 
Entering Unmasked Estep 
Score: -4326216.500000 Penalty: 5221.400391
	Iteration 15Q: 3 clusters Score -4326216 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 33902 members 
Entering Unmasked Estep 
Score: -4326749.000000 Penalty: 5221.400391
	Iteration 16Q: 3 clusters Score -4326749 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 34473 members 
Entering Unmasked Estep 
Score: -4327158.500000 Penalty: 5221.400391
	Iteration 17Q: 3 clusters Score -4327158 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 34930 members 
Entering Unmasked Estep 
Score: -4327497.000000 Penalty: 5221.400391
	Iteration 18Q: 3 clusters Score -4327497 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 35273 members 
Entering Unmasked Estep 
Score: -4327714.500000 Penalty: 5221.400391
	Iteration 19Q: 3 clusters Score -4327714 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 35513 members 
Entering Unmasked Estep 
Score: -4327884.500000 Penalty: 5221.400391
	Iteration 20F: 3 clusters Score -4327884 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 35705 members 
Entering Unmasked Estep 
Score: -4328013.500000 Penalty: 5221.400391
	Iteration 21Q: 3 clusters Score -4328014 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 35839 members 
Entering Unmasked Estep 
Score: -4328105.500000 Penalty: 5221.400391
	Iteration 22Q: 3 clusters Score -4328106 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 35947 members 
Entering Unmasked Estep 
Score: -4328184.000000 Penalty: 5221.400391
	Iteration 23Q: 3 clusters Score -4328184 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 36036 members 
Entering Unmasked Estep 
Score: -4328258.500000 Penalty: 5221.400391
	Iteration 24Q: 3 clusters Score -4328258 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 36119 members 
Entering Unmasked Estep 
Score: -4328333.500000 Penalty: 5221.400391
	Iteration 25Q: 3 clusters Score -4328334 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 36185 members 
Entering Unmasked Estep 
Score: -4328400.000000 Penalty: 5221.400391
	Iteration 26Q: 3 clusters Score -4328400 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 36234 members 
Entering Unmasked Estep 
Score: -4328465.500000 Penalty: 5221.400391
	Iteration 27Q: 3 clusters Score -4328466 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 36270 members 
Entering Unmasked Estep 
Score: -4328505.500000 Penalty: 5221.400391
	Iteration 28Q: 3 clusters Score -4328506 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 36294 members 
Entering Unmasked Estep 
Score: -4328548.500000 Penalty: 5221.400391
	Iteration 29Q: 3 clusters Score -4328548 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 36304 members 
Entering Unmasked Estep 
Score: -4328560.000000 Penalty: 5221.400391
	Iteration 30Q: 3 clusters Score -4328560 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 36321 members 
Entering Unmasked Estep 
Score: -4328590.500000 Penalty: 5221.400391
	Iteration 31Q: 3 clusters Score -4328590 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 36336 members 
Entering Unmasked Estep 
Score: -4328617.000000 Penalty: 5221.400391
	Iteration 32Q: 3 clusters Score -4328617 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 36343 members 
Entering Unmasked Estep 
Score: -4328628.000000 Penalty: 5221.400391
	Iteration 33Q: 3 clusters Score -4328628 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 36348 members 
Entering Unmasked Estep 
Score: -4328640.000000 Penalty: 5221.400391
	Iteration 34Q: 3 clusters Score -4328640 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 36352 members 
Entering Unmasked Estep 
Score: -4328649.000000 Penalty: 5221.400391
	Iteration 35Q: 3 clusters Score -4328649 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 36354 members 
Entering Unmasked Estep 
Score: -4328654.000000 Penalty: 5221.400391
	Iteration 36Q: 3 clusters Score -4328654 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 36358 members 
Entering Unmasked Estep 
Score: -4328658.500000 Penalty: 5221.400391
	Iteration 37Q: 3 clusters Score -4328658 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 36361 members 
Entering Unmasked Estep 
Score: -4328665.000000 Penalty: 5221.400391
	Iteration 38Q: 3 clusters Score -4328665 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 36364 members 
Entering Unmasked Estep 
Score: -4328666.000000 Penalty: 5221.400391
	Iteration 39Q: 3 clusters Score -4328666 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 36368 members 
Entering Unmasked Estep 
Score: -4328664.500000 Penalty: 5221.400391
	Iteration 40F: 3 clusters Score -4328664 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 36374 members 
Entering Unmasked Estep 
Score: -4328674.000000 Penalty: 5221.400391
	Iteration 41Q: 3 clusters Score -4328674 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 36381 members 
Entering Unmasked Estep 
Score: -4328676.500000 Penalty: 5221.400391
	Iteration 42Q: 3 clusters Score -4328676 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 36379 members 
Entering Unmasked Estep 
Score: -4328678.500000 Penalty: 5221.400391
	Iteration 43Q: 3 clusters Score -4328678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 36380 members 
Entering Unmasked Estep 
Score: -4328681.000000 Penalty: 5221.400391
	Iteration 44Q: 3 clusters Score -4328681 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 36380 members 
Entering Unmasked Estep 
Score: -4328681.000000 Penalty: 5221.400391
	Iteration 45F: 3 clusters Score -4328681 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Entering Unmasked Estep 
Score: -130875.140625 Penalty: 1765.268066
	Iteration 0F: 2 clusters Score -130875.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -128871.382812 Penalty: 3530.536133
	Iteration 0F: 3 clusters Score -128871.4 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -129309.054688 Penalty: 3530.536133
	Iteration 1F: 3 clusters Score -129309.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -129471.164062 Penalty: 3530.536133
	Iteration 2F: 3 clusters Score -129471.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -129577.007812 Penalty: 3530.536133
	Iteration 3Q: 3 clusters Score -129577 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -129645.218750 Penalty: 3530.536133
	Iteration 4Q: 3 clusters Score -129645.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -129683.117188 Penalty: 3530.536133
	Iteration 5Q: 3 clusters Score -129683.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -129757.382812 Penalty: 3530.536133
	Iteration 6Q: 3 clusters Score -129757.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -129846.593750 Penalty: 3530.536133
	Iteration 7Q: 3 clusters Score -129846.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -129938.718750 Penalty: 3530.536133
	Iteration 8Q: 3 clusters Score -129938.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -130039.546875 Penalty: 3530.536133
	Iteration 9Q: 3 clusters Score -130039.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -130159.500000 Penalty: 3530.536133
	Iteration 10Q: 3 clusters Score -130159.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -130245.812500 Penalty: 3530.536133
	Iteration 11Q: 3 clusters Score -130245.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -130327.281250 Penalty: 3530.536133
	Iteration 12Q: 3 clusters Score -130327.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -130393.289062 Penalty: 3530.536133
	Iteration 13Q: 3 clusters Score -130393.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -130462.031250 Penalty: 3530.536133
	Iteration 14Q: 3 clusters Score -130462 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -130509.828125 Penalty: 3530.536133
	Iteration 15Q: 3 clusters Score -130509.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -130549.765625 Penalty: 3530.536133
	Iteration 16Q: 3 clusters Score -130549.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -130586.476562 Penalty: 3530.536133
	Iteration 17Q: 3 clusters Score -130586.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -130620.312500 Penalty: 3530.536133
	Iteration 18Q: 3 clusters Score -130620.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -130664.078125 Penalty: 3530.536133
	Iteration 19Q: 3 clusters Score -130664.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -130724.210938 Penalty: 3530.536133
	Iteration 20F: 3 clusters Score -130724.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -130844.921875 Penalty: 3530.536133
	Iteration 21Q: 3 clusters Score -130844.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -130971.945312 Penalty: 3530.536133
	Iteration 22Q: 3 clusters Score -130971.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -131156.937500 Penalty: 3530.536133
	Iteration 23Q: 3 clusters Score -131156.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -131241.078125 Penalty: 3530.536133
	Iteration 24Q: 3 clusters Score -131241.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -131251.609375 Penalty: 3530.536133
	Iteration 25Q: 3 clusters Score -131251.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -131251.609375 Penalty: 3530.536133
	Iteration 26F: 3 clusters Score -131251.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 119398 members 
Mstep: Class 2 contains 213522 members 
Mstep: Class 3 contains 1509 members 
Mstep: Class 4 contains 9013 members 
Mstep: Class 5 contains 4375 members 
Mstep: Class 6 contains 1246 members 
Mstep: Class 7 contains 10685 members 
Mstep: Class 8 contains 37310 members 
Mstep: Class 9 contains 796 members 
Mstep: Class 10 contains 83918 members 
Mstep: Class 11 contains 228853 members 
Mstep: Class 12 contains 75606 members 
Mstep: Class 13 contains 8435 members 
Mstep: Class 14 contains 3911 members 
Mstep: Class 15 contains 2325 members 
Mstep: Class 16 contains 41121 members 
Mstep: Class 17 contains 15603 members 
Mstep: Class 18 contains 949 members 
Mstep: Class 19 contains 38053 members 
Mstep: Class 20 contains 4657 members 
Mstep: Class 21 contains 5492 members 
Mstep: Class 22 contains 1137 members 
Mstep: Class 23 contains 12371 members 
Mstep: Class 24 contains 236988 members 
Mstep: Class 25 contains 3353 members 
Mstep: Class 26 contains 3758 members 
Mstep: Class 27 contains 5564 members 
Mstep: Class 28 contains 72875 members 
Mstep: Class 29 contains 5033 members 
Mstep: Class 30 contains 3155 members 
Mstep: Class 31 contains 4122 members 
Mstep: Class 32 contains 15412 members 
Mstep: Class 33 contains 8851 members 
Mstep: Class 34 contains 8934 members 
Mstep: Class 35 contains 26685 members 
Mstep: Class 36 contains 44790 members 
Mstep: Class 37 contains 438 members 
Entering Unmasked Estep 
Score: -155655664.000000 Penalty: 129594.273438
Splitting cluster 9 changes total score from -155656944.000000 to -155655664.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (83918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83918 members 
Entering Unmasked Estep 
Score: -9923217.000000 Penalty: 2811.723633
	Iteration 0F: 2 clusters Score -9923217 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42009 members 
Mstep: Class 2 contains 41909 members 
Entering Unmasked Estep 
Score: -9867094.000000 Penalty: 5623.447266
	Iteration 0F: 3 clusters Score -9867094 nChanged 39419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42434 members 
Mstep: Class 2 contains 41484 members 
Entering Unmasked Estep 
Score: -9889569.000000 Penalty: 5623.447266
	Iteration 1F: 3 clusters Score -9889569 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42655 members 
Mstep: Class 2 contains 41263 members 
Entering Unmasked Estep 
Score: -9890079.000000 Penalty: 5623.447266
	Iteration 2Q: 3 clusters Score -9890079 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43016 members 
Mstep: Class 2 contains 40902 members 
Entering Unmasked Estep 
Score: -9890619.000000 Penalty: 5623.447266
	Iteration 3Q: 3 clusters Score -9890619 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43591 members 
Mstep: Class 2 contains 40327 members 
Entering Unmasked Estep 
Score: -9891072.000000 Penalty: 5623.447266
	Iteration 4Q: 3 clusters Score -9891072 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44446 members 
Mstep: Class 2 contains 39472 members 
Entering Unmasked Estep 
Score: -9891521.000000 Penalty: 5623.447266
	Iteration 5Q: 3 clusters Score -9891521 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45686 members 
Mstep: Class 2 contains 38232 members 
Entering Unmasked Estep 
Score: -9892169.000000 Penalty: 5623.447266
	Iteration 6Q: 3 clusters Score -9892169 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47442 members 
Mstep: Class 2 contains 36476 members 
Entering Unmasked Estep 
Score: -9892866.000000 Penalty: 5623.447266
	Iteration 7Q: 3 clusters Score -9892866 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49925 members 
Mstep: Class 2 contains 33993 members 
Entering Unmasked Estep 
Score: -9893971.000000 Penalty: 5623.447266
	Iteration 8Q: 3 clusters Score -9893971 nChanged 3583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53258 members 
Mstep: Class 2 contains 30660 members 
Entering Unmasked Estep 
Score: -9895641.000000 Penalty: 5623.447266
	Iteration 9Q: 3 clusters Score -9895641 nChanged 4487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57623 members 
Mstep: Class 2 contains 26295 members 
Entering Unmasked Estep 
Score: -9898190.000000 Penalty: 5623.447266
	Iteration 10F: 3 clusters Score -9898190 nChanged 5382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62941 members 
Mstep: Class 2 contains 20977 members 
Entering Unmasked Estep 
Score: -9902045.000000 Penalty: 5623.447266
	Iteration 11F: 3 clusters Score -9902045 nChanged 5871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68792 members 
Mstep: Class 2 contains 15126 members 
Entering Unmasked Estep 
Score: -9906933.000000 Penalty: 5623.447266
	Iteration 12F: 3 clusters Score -9906933 nChanged 5556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74336 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -9911987.000000 Penalty: 5623.447266
	Iteration 13F: 3 clusters Score -9911987 nChanged 4135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78469 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -9915857.000000 Penalty: 5623.447266
	Iteration 14Q: 3 clusters Score -9915857 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81023 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -9918225.000000 Penalty: 5623.447266
	Iteration 15Q: 3 clusters Score -9918225 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82342 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -9919382.000000 Penalty: 5623.447266
	Iteration 16Q: 3 clusters Score -9919382 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82967 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -9920028.000000 Penalty: 5623.447266
	Iteration 17Q: 3 clusters Score -9920028 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83245 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -9920284.000000 Penalty: 5623.447266
	Iteration 18Q: 3 clusters Score -9920284 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83377 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -9920450.000000 Penalty: 5623.447266
	Iteration 19Q: 3 clusters Score -9920450 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83449 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -9920568.000000 Penalty: 5623.447266
	Iteration 20F: 3 clusters Score -9920568 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83495 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -9920624.000000 Penalty: 5623.447266
	Iteration 21Q: 3 clusters Score -9920624 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83519 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -9920649.000000 Penalty: 5623.447266
	Iteration 22Q: 3 clusters Score -9920649 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83533 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -9920684.000000 Penalty: 5623.447266
	Iteration 23Q: 3 clusters Score -9920684 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83548 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -9920712.000000 Penalty: 5623.447266
	Iteration 24Q: 3 clusters Score -9920712 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83557 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -9920724.000000 Penalty: 5623.447266
	Iteration 25Q: 3 clusters Score -9920724 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83565 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -9920738.000000 Penalty: 5623.447266
	Iteration 26Q: 3 clusters Score -9920738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83567 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -9920739.000000 Penalty: 5623.447266
	Iteration 27Q: 3 clusters Score -9920739 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83568 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -9920737.000000 Penalty: 5623.447266
	Iteration 28Q: 3 clusters Score -9920737 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83568 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -9920737.000000 Penalty: 5623.447266
	Iteration 29F: 3 clusters Score -9920737 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (228853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228853 members 
Entering Unmasked Estep 
Score: -27096568.000000 Penalty: 3060.527344
	Iteration 0F: 2 clusters Score -2.709657e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114527 members 
Mstep: Class 2 contains 114326 members 
Entering Unmasked Estep 
Score: -26943362.000000 Penalty: 6121.054688
	Iteration 0F: 3 clusters Score -2.694336e+07 nChanged 110512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113847 members 
Mstep: Class 2 contains 115006 members 
Entering Unmasked Estep 
Score: -27007974.000000 Penalty: 6121.054688
	Iteration 1F: 3 clusters Score -2.700797e+07 nChanged 5721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113472 members 
Mstep: Class 2 contains 115381 members 
Entering Unmasked Estep 
Score: -27008716.000000 Penalty: 6121.054688
	Iteration 2Q: 3 clusters Score -2.700872e+07 nChanged 5692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113000 members 
Mstep: Class 2 contains 115853 members 
Entering Unmasked Estep 
Score: -27009710.000000 Penalty: 6121.054688
	Iteration 3Q: 3 clusters Score -2.700971e+07 nChanged 5916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112360 members 
Mstep: Class 2 contains 116493 members 
Entering Unmasked Estep 
Score: -27010852.000000 Penalty: 6121.054688
	Iteration 4Q: 3 clusters Score -2.701085e+07 nChanged 6199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111355 members 
Mstep: Class 2 contains 117498 members 
Entering Unmasked Estep 
Score: -27011998.000000 Penalty: 6121.054688
	Iteration 5Q: 3 clusters Score -2.7012e+07 nChanged 6395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109932 members 
Mstep: Class 2 contains 118921 members 
Entering Unmasked Estep 
Score: -27013448.000000 Penalty: 6121.054688
	Iteration 6Q: 3 clusters Score -2.701345e+07 nChanged 6699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108073 members 
Mstep: Class 2 contains 120780 members 
Entering Unmasked Estep 
Score: -27014992.000000 Penalty: 6121.054688
	Iteration 7Q: 3 clusters Score -2.701499e+07 nChanged 7275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105712 members 
Mstep: Class 2 contains 123141 members 
Entering Unmasked Estep 
Score: -27016890.000000 Penalty: 6121.054688
	Iteration 8Q: 3 clusters Score -2.701689e+07 nChanged 7849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102377 members 
Mstep: Class 2 contains 126476 members 
Entering Unmasked Estep 
Score: -27019000.000000 Penalty: 6121.054688
	Iteration 9Q: 3 clusters Score -2.7019e+07 nChanged 8661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97760 members 
Mstep: Class 2 contains 131093 members 
Entering Unmasked Estep 
Score: -27021706.000000 Penalty: 6121.054688
	Iteration 10Q: 3 clusters Score -2.702171e+07 nChanged 9313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91701 members 
Mstep: Class 2 contains 137152 members 
Entering Unmasked Estep 
Score: -27025258.000000 Penalty: 6121.054688
	Iteration 11Q: 3 clusters Score -2.702526e+07 nChanged 10340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83937 members 
Mstep: Class 2 contains 144916 members 
Entering Unmasked Estep 
Score: -27030344.000000 Penalty: 6121.054688
	Iteration 12Q: 3 clusters Score -2.703034e+07 nChanged 11413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74444 members 
Mstep: Class 2 contains 154409 members 
Entering Unmasked Estep 
Score: -27037210.000000 Penalty: 6121.054688
	Iteration 13Q: 3 clusters Score -2.703721e+07 nChanged 11926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63962 members 
Mstep: Class 2 contains 164891 members 
Entering Unmasked Estep 
Score: -27045946.000000 Penalty: 6121.054688
	Iteration 14F: 3 clusters Score -2.704595e+07 nChanged 11577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53641 members 
Mstep: Class 2 contains 175212 members 
Entering Unmasked Estep 
Score: -27055202.000000 Penalty: 6121.054688
	Iteration 15F: 3 clusters Score -2.70552e+07 nChanged 10150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44779 members 
Mstep: Class 2 contains 184074 members 
Entering Unmasked Estep 
Score: -27063190.000000 Penalty: 6121.054688
	Iteration 16Q: 3 clusters Score -2.706319e+07 nChanged 8029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37822 members 
Mstep: Class 2 contains 191031 members 
Entering Unmasked Estep 
Score: -27068872.000000 Penalty: 6121.054688
	Iteration 17Q: 3 clusters Score -2.706887e+07 nChanged 6146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32022 members 
Mstep: Class 2 contains 196831 members 
Entering Unmasked Estep 
Score: -27072940.000000 Penalty: 6121.054688
	Iteration 18Q: 3 clusters Score -2.707294e+07 nChanged 5365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26697 members 
Mstep: Class 2 contains 202156 members 
Entering Unmasked Estep 
Score: -27075948.000000 Penalty: 6121.054688
	Iteration 19Q: 3 clusters Score -2.707595e+07 nChanged 4812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21887 members 
Mstep: Class 2 contains 206966 members 
Entering Unmasked Estep 
Score: -27078638.000000 Penalty: 6121.054688
	Iteration 20F: 3 clusters Score -2.707864e+07 nChanged 4476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17411 members 
Mstep: Class 2 contains 211442 members 
Entering Unmasked Estep 
Score: -27081572.000000 Penalty: 6121.054688
	Iteration 21Q: 3 clusters Score -2.708157e+07 nChanged 4020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 215462 members 
Entering Unmasked Estep 
Score: -27084096.000000 Penalty: 6121.054688
	Iteration 22Q: 3 clusters Score -2.70841e+07 nChanged 3502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 218964 members 
Entering Unmasked Estep 
Score: -27086530.000000 Penalty: 6121.054688
	Iteration 23Q: 3 clusters Score -2.708653e+07 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 221849 members 
Entering Unmasked Estep 
Score: -27088628.000000 Penalty: 6121.054688
	Iteration 24Q: 3 clusters Score -2.708863e+07 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 224182 members 
Entering Unmasked Estep 
Score: -27090394.000000 Penalty: 6121.054688
	Iteration 25Q: 3 clusters Score -2.709039e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 225920 members 
Entering Unmasked Estep 
Score: -27091824.000000 Penalty: 6121.054688
	Iteration 26Q: 3 clusters Score -2.709182e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 227060 members 
Entering Unmasked Estep 
Score: -27092722.000000 Penalty: 6121.054688
	Iteration 27Q: 3 clusters Score -2.709272e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 227741 members 
Entering Unmasked Estep 
Score: -27093142.000000 Penalty: 6121.054688
	Iteration 28Q: 3 clusters Score -2.709314e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 228089 members 
Entering Unmasked Estep 
Score: -27093482.000000 Penalty: 6121.054688
	Iteration 29Q: 3 clusters Score -2.709348e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 228244 members 
Entering Unmasked Estep 
Score: -27093646.000000 Penalty: 6121.054688
	Iteration 30Q: 3 clusters Score -2.709365e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 228343 members 
Entering Unmasked Estep 
Score: -27093744.000000 Penalty: 6121.054688
	Iteration 31Q: 3 clusters Score -2.709374e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 228392 members 
Entering Unmasked Estep 
Score: -27093784.000000 Penalty: 6121.054688
	Iteration 32Q: 3 clusters Score -2.709378e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 228418 members 
Entering Unmasked Estep 
Score: -27093850.000000 Penalty: 6121.054688
	Iteration 33Q: 3 clusters Score -2.709385e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 228430 members 
Entering Unmasked Estep 
Score: -27093862.000000 Penalty: 6121.054688
	Iteration 34Q: 3 clusters Score -2.709386e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 228440 members 
Entering Unmasked Estep 
Score: -27093860.000000 Penalty: 6121.054688
	Iteration 35Q: 3 clusters Score -2.709386e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 228445 members 
Entering Unmasked Estep 
Score: -27093848.000000 Penalty: 6121.054688
	Iteration 36Q: 3 clusters Score -2.709385e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 228446 members 
Entering Unmasked Estep 
Score: -27093854.000000 Penalty: 6121.054688
	Iteration 37Q: 3 clusters Score -2.709385e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 228449 members 
Entering Unmasked Estep 
Score: -27093864.000000 Penalty: 6121.054688
	Iteration 38Q: 3 clusters Score -2.709386e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 228449 members 
Entering Unmasked Estep 
Score: -27093864.000000 Penalty: 6121.054688
	Iteration 39F: 3 clusters Score -2.709386e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (75606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75606 members 
Entering Unmasked Estep 
Score: -8923869.000000 Penalty: 2785.856201
	Iteration 0F: 2 clusters Score -8923869 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37917 members 
Mstep: Class 2 contains 37689 members 
Entering Unmasked Estep 
Score: -8873307.000000 Penalty: 5571.712402
	Iteration 0F: 3 clusters Score -8873307 nChanged 35541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38416 members 
Mstep: Class 2 contains 37190 members 
Entering Unmasked Estep 
Score: -8893136.000000 Penalty: 5571.712402
	Iteration 1F: 3 clusters Score -8893136 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38604 members 
Mstep: Class 2 contains 37002 members 
Entering Unmasked Estep 
Score: -8893729.000000 Penalty: 5571.712402
	Iteration 2Q: 3 clusters Score -8893729 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38925 members 
Mstep: Class 2 contains 36681 members 
Entering Unmasked Estep 
Score: -8894315.000000 Penalty: 5571.712402
	Iteration 3Q: 3 clusters Score -8894315 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39361 members 
Mstep: Class 2 contains 36245 members 
Entering Unmasked Estep 
Score: -8894817.000000 Penalty: 5571.712402
	Iteration 4Q: 3 clusters Score -8894817 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39988 members 
Mstep: Class 2 contains 35618 members 
Entering Unmasked Estep 
Score: -8895527.000000 Penalty: 5571.712402
	Iteration 5Q: 3 clusters Score -8895527 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40883 members 
Mstep: Class 2 contains 34723 members 
Entering Unmasked Estep 
Score: -8896392.000000 Penalty: 5571.712402
	Iteration 6Q: 3 clusters Score -8896392 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42191 members 
Mstep: Class 2 contains 33415 members 
Entering Unmasked Estep 
Score: -8897554.000000 Penalty: 5571.712402
	Iteration 7Q: 3 clusters Score -8897554 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43960 members 
Mstep: Class 2 contains 31646 members 
Entering Unmasked Estep 
Score: -8899160.000000 Penalty: 5571.712402
	Iteration 8Q: 3 clusters Score -8899160 nChanged 3492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46256 members 
Mstep: Class 2 contains 29350 members 
Entering Unmasked Estep 
Score: -8901078.000000 Penalty: 5571.712402
	Iteration 9Q: 3 clusters Score -8901078 nChanged 3675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49155 members 
Mstep: Class 2 contains 26451 members 
Entering Unmasked Estep 
Score: -8903312.000000 Penalty: 5571.712402
	Iteration 10Q: 3 clusters Score -8903312 nChanged 3861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52536 members 
Mstep: Class 2 contains 23070 members 
Entering Unmasked Estep 
Score: -8905816.000000 Penalty: 5571.712402
	Iteration 11F: 3 clusters Score -8905816 nChanged 3936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56222 members 
Mstep: Class 2 contains 19384 members 
Entering Unmasked Estep 
Score: -8908355.000000 Penalty: 5571.712402
	Iteration 12F: 3 clusters Score -8908355 nChanged 3745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59897 members 
Mstep: Class 2 contains 15709 members 
Entering Unmasked Estep 
Score: -8910812.000000 Penalty: 5571.712402
	Iteration 13Q: 3 clusters Score -8910812 nChanged 3660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63531 members 
Mstep: Class 2 contains 12075 members 
Entering Unmasked Estep 
Score: -8913371.000000 Penalty: 5571.712402
	Iteration 14Q: 3 clusters Score -8913371 nChanged 3402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66929 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -8915831.000000 Penalty: 5571.712402
	Iteration 15Q: 3 clusters Score -8915831 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69773 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -8917836.000000 Penalty: 5571.712402
	Iteration 16Q: 3 clusters Score -8917836 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71819 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -8919268.000000 Penalty: 5571.712402
	Iteration 17Q: 3 clusters Score -8919268 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73127 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -8920121.000000 Penalty: 5571.712402
	Iteration 18Q: 3 clusters Score -8920121 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73903 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -8920651.000000 Penalty: 5571.712402
	Iteration 19Q: 3 clusters Score -8920651 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74345 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -8920974.000000 Penalty: 5571.712402
	Iteration 20F: 3 clusters Score -8920974 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74594 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -8921126.000000 Penalty: 5571.712402
	Iteration 21Q: 3 clusters Score -8921126 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74754 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -8921257.000000 Penalty: 5571.712402
	Iteration 22Q: 3 clusters Score -8921257 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74847 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -8921327.000000 Penalty: 5571.712402
	Iteration 23Q: 3 clusters Score -8921327 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74902 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -8921364.000000 Penalty: 5571.712402
	Iteration 24Q: 3 clusters Score -8921364 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74941 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -8921410.000000 Penalty: 5571.712402
	Iteration 25Q: 3 clusters Score -8921410 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74972 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -8921439.000000 Penalty: 5571.712402
	Iteration 26Q: 3 clusters Score -8921439 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74996 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -8921461.000000 Penalty: 5571.712402
	Iteration 27Q: 3 clusters Score -8921461 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75010 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -8921481.000000 Penalty: 5571.712402
	Iteration 28Q: 3 clusters Score -8921481 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75019 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -8921489.000000 Penalty: 5571.712402
	Iteration 29Q: 3 clusters Score -8921489 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75026 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -8921506.000000 Penalty: 5571.712402
	Iteration 30Q: 3 clusters Score -8921506 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75033 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -8921513.000000 Penalty: 5571.712402
	Iteration 31Q: 3 clusters Score -8921513 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75043 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -8921516.000000 Penalty: 5571.712402
	Iteration 32Q: 3 clusters Score -8921516 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75048 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -8921517.000000 Penalty: 5571.712402
	Iteration 33Q: 3 clusters Score -8921517 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75050 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -8921524.000000 Penalty: 5571.712402
	Iteration 34Q: 3 clusters Score -8921524 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75050 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -8921524.000000 Penalty: 5571.712402
	Iteration 35F: 3 clusters Score -8921524 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (8435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Entering Unmasked Estep 
Score: -945847.000000 Penalty: 2241.956055
	Iteration 0F: 2 clusters Score -945847 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -939106.750000 Penalty: 4483.912109
	Iteration 0F: 3 clusters Score -939106.8 nChanged 3425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -940899.187500 Penalty: 4483.912109
	Iteration 1F: 3 clusters Score -940899.2 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -941168.312500 Penalty: 4483.912109
	Iteration 2F: 3 clusters Score -941168.3 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -941368.687500 Penalty: 4483.912109
	Iteration 3F: 3 clusters Score -941368.7 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -941535.312500 Penalty: 4483.912109
	Iteration 4Q: 3 clusters Score -941535.3 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -941691.187500 Penalty: 4483.912109
	Iteration 5Q: 3 clusters Score -941691.2 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -941845.937500 Penalty: 4483.912109
	Iteration 6Q: 3 clusters Score -941845.9 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -941980.312500 Penalty: 4483.912109
	Iteration 7Q: 3 clusters Score -941980.3 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -942097.062500 Penalty: 4483.912109
	Iteration 8Q: 3 clusters Score -942097.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -942225.625000 Penalty: 4483.912109
	Iteration 9Q: 3 clusters Score -942225.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -942359.937500 Penalty: 4483.912109
	Iteration 10Q: 3 clusters Score -942359.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -942499.250000 Penalty: 4483.912109
	Iteration 11Q: 3 clusters Score -942499.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -942660.437500 Penalty: 4483.912109
	Iteration 12Q: 3 clusters Score -942660.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -942833.875000 Penalty: 4483.912109
	Iteration 13Q: 3 clusters Score -942833.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -943022.187500 Penalty: 4483.912109
	Iteration 14Q: 3 clusters Score -943022.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -943193.500000 Penalty: 4483.912109
	Iteration 15Q: 3 clusters Score -943193.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -943361.062500 Penalty: 4483.912109
	Iteration 16Q: 3 clusters Score -943361.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -943520.562500 Penalty: 4483.912109
	Iteration 17Q: 3 clusters Score -943520.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -943623.750000 Penalty: 4483.912109
	Iteration 18Q: 3 clusters Score -943623.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -943700.250000 Penalty: 4483.912109
	Iteration 19Q: 3 clusters Score -943700.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -943767.000000 Penalty: 4483.912109
	Iteration 20F: 3 clusters Score -943767 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -943813.937500 Penalty: 4483.912109
	Iteration 21Q: 3 clusters Score -943813.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -943842.625000 Penalty: 4483.912109
	Iteration 22Q: 3 clusters Score -943842.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -943867.437500 Penalty: 4483.912109
	Iteration 23Q: 3 clusters Score -943867.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -943879.562500 Penalty: 4483.912109
	Iteration 24Q: 3 clusters Score -943879.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -943897.750000 Penalty: 4483.912109
	Iteration 25Q: 3 clusters Score -943897.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -943905.625000 Penalty: 4483.912109
	Iteration 26Q: 3 clusters Score -943905.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -943912.062500 Penalty: 4483.912109
	Iteration 27Q: 3 clusters Score -943912.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -943918.750000 Penalty: 4483.912109
	Iteration 28Q: 3 clusters Score -943918.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -943928.000000 Penalty: 4483.912109
	Iteration 29Q: 3 clusters Score -943928 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -943938.937500 Penalty: 4483.912109
	Iteration 30Q: 3 clusters Score -943938.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -943950.375000 Penalty: 4483.912109
	Iteration 31Q: 3 clusters Score -943950.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -943955.562500 Penalty: 4483.912109
	Iteration 32Q: 3 clusters Score -943955.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -943960.625000 Penalty: 4483.912109
	Iteration 33Q: 3 clusters Score -943960.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -943961.125000 Penalty: 4483.912109
	Iteration 34Q: 3 clusters Score -943961.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -943963.437500 Penalty: 4483.912109
	Iteration 35Q: 3 clusters Score -943963.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -943967.750000 Penalty: 4483.912109
	Iteration 36Q: 3 clusters Score -943967.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -943969.625000 Penalty: 4483.912109
	Iteration 37Q: 3 clusters Score -943969.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -943973.125000 Penalty: 4483.912109
	Iteration 38Q: 3 clusters Score -943973.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -943974.375000 Penalty: 4483.912109
	Iteration 39Q: 3 clusters Score -943974.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -943976.875000 Penalty: 4483.912109
	Iteration 40F: 3 clusters Score -943976.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -943977.875000 Penalty: 4483.912109
	Iteration 41Q: 3 clusters Score -943977.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -943979.312500 Penalty: 4483.912109
	Iteration 42Q: 3 clusters Score -943979.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -943979.312500 Penalty: 4483.912109
	Iteration 43F: 3 clusters Score -943979.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Entering Unmasked Estep 
Score: -428885.687500 Penalty: 2051.343994
	Iteration 0F: 2 clusters Score -428885.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -424992.906250 Penalty: 4102.687988
	Iteration 0F: 3 clusters Score -424992.9 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -425870.937500 Penalty: 4102.687988
	Iteration 1F: 3 clusters Score -425870.9 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -426118.750000 Penalty: 4102.687988
	Iteration 2F: 3 clusters Score -426118.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -426309.375000 Penalty: 4102.687988
	Iteration 3F: 3 clusters Score -426309.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -426463.500000 Penalty: 4102.687988
	Iteration 4Q: 3 clusters Score -426463.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -426584.937500 Penalty: 4102.687988
	Iteration 5Q: 3 clusters Score -426584.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -426693.218750 Penalty: 4102.687988
	Iteration 6Q: 3 clusters Score -426693.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -426778.125000 Penalty: 4102.687988
	Iteration 7Q: 3 clusters Score -426778.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -426827.187500 Penalty: 4102.687988
	Iteration 8Q: 3 clusters Score -426827.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -426878.281250 Penalty: 4102.687988
	Iteration 9Q: 3 clusters Score -426878.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -426925.937500 Penalty: 4102.687988
	Iteration 10Q: 3 clusters Score -426925.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -426979.343750 Penalty: 4102.687988
	Iteration 11Q: 3 clusters Score -426979.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -427021.656250 Penalty: 4102.687988
	Iteration 12Q: 3 clusters Score -427021.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -427062.250000 Penalty: 4102.687988
	Iteration 13Q: 3 clusters Score -427062.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -427104.843750 Penalty: 4102.687988
	Iteration 14Q: 3 clusters Score -427104.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -427142.937500 Penalty: 4102.687988
	Iteration 15Q: 3 clusters Score -427142.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -427179.531250 Penalty: 4102.687988
	Iteration 16Q: 3 clusters Score -427179.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -427201.218750 Penalty: 4102.687988
	Iteration 17Q: 3 clusters Score -427201.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -427237.218750 Penalty: 4102.687988
	Iteration 18Q: 3 clusters Score -427237.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -427271.593750 Penalty: 4102.687988
	Iteration 19Q: 3 clusters Score -427271.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -427300.406250 Penalty: 4102.687988
	Iteration 20F: 3 clusters Score -427300.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -427331.187500 Penalty: 4102.687988
	Iteration 21Q: 3 clusters Score -427331.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -427357.718750 Penalty: 4102.687988
	Iteration 22Q: 3 clusters Score -427357.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -427372.843750 Penalty: 4102.687988
	Iteration 23Q: 3 clusters Score -427372.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -427389.500000 Penalty: 4102.687988
	Iteration 24Q: 3 clusters Score -427389.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -427405.687500 Penalty: 4102.687988
	Iteration 25Q: 3 clusters Score -427405.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -427413.312500 Penalty: 4102.687988
	Iteration 26Q: 3 clusters Score -427413.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -427422.875000 Penalty: 4102.687988
	Iteration 27Q: 3 clusters Score -427422.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -427436.531250 Penalty: 4102.687988
	Iteration 28Q: 3 clusters Score -427436.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -427450.375000 Penalty: 4102.687988
	Iteration 29Q: 3 clusters Score -427450.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -427460.562500 Penalty: 4102.687988
	Iteration 30Q: 3 clusters Score -427460.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -427467.906250 Penalty: 4102.687988
	Iteration 31Q: 3 clusters Score -427467.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -427471.937500 Penalty: 4102.687988
	Iteration 32Q: 3 clusters Score -427471.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -427473.937500 Penalty: 4102.687988
	Iteration 33Q: 3 clusters Score -427473.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -427474.656250 Penalty: 4102.687988
	Iteration 34Q: 3 clusters Score -427474.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -427476.000000 Penalty: 4102.687988
	Iteration 35Q: 3 clusters Score -427476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -427476.593750 Penalty: 4102.687988
	Iteration 36Q: 3 clusters Score -427476.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -427476.406250 Penalty: 4102.687988
	Iteration 37Q: 3 clusters Score -427476.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -427476.406250 Penalty: 4102.687988
	Iteration 38F: 3 clusters Score -427476.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Entering Unmasked Estep 
Score: -229414.484375 Penalty: 1922.365845
	Iteration 0F: 2 clusters Score -229414.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -226602.671875 Penalty: 3844.731689
	Iteration 0F: 3 clusters Score -226602.7 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -227291.343750 Penalty: 3844.731689
	Iteration 1F: 3 clusters Score -227291.3 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -227804.031250 Penalty: 3844.731689
	Iteration 2F: 3 clusters Score -227804 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -228240.562500 Penalty: 3844.731689
	Iteration 3F: 3 clusters Score -228240.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -228467.468750 Penalty: 3844.731689
	Iteration 4F: 3 clusters Score -228467.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -228573.156250 Penalty: 3844.731689
	Iteration 5Q: 3 clusters Score -228573.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -228647.093750 Penalty: 3844.731689
	Iteration 6Q: 3 clusters Score -228647.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -228702.890625 Penalty: 3844.731689
	Iteration 7Q: 3 clusters Score -228702.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -228737.109375 Penalty: 3844.731689
	Iteration 8Q: 3 clusters Score -228737.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -228761.875000 Penalty: 3844.731689
	Iteration 9Q: 3 clusters Score -228761.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -228776.078125 Penalty: 3844.731689
	Iteration 10Q: 3 clusters Score -228776.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -228784.125000 Penalty: 3844.731689
	Iteration 11Q: 3 clusters Score -228784.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -228788.828125 Penalty: 3844.731689
	Iteration 12Q: 3 clusters Score -228788.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -228792.859375 Penalty: 3844.731689
	Iteration 13Q: 3 clusters Score -228792.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -228794.781250 Penalty: 3844.731689
	Iteration 14Q: 3 clusters Score -228794.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -228795.046875 Penalty: 3844.731689
	Iteration 15Q: 3 clusters Score -228795 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -228795.046875 Penalty: 3844.731689
	Iteration 16F: 3 clusters Score -228795 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (41121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41121 members 
Entering Unmasked Estep 
Score: -4811964.000000 Penalty: 2634.820068
	Iteration 0F: 2 clusters Score -4811964 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20521 members 
Mstep: Class 2 contains 20600 members 
Entering Unmasked Estep 
Score: -4784135.000000 Penalty: 5269.640137
	Iteration 0F: 3 clusters Score -4784135 nChanged 18889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20456 members 
Mstep: Class 2 contains 20665 members 
Entering Unmasked Estep 
Score: -4794415.500000 Penalty: 5269.640137
	Iteration 1F: 3 clusters Score -4794416 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20444 members 
Mstep: Class 2 contains 20677 members 
Entering Unmasked Estep 
Score: -4794797.000000 Penalty: 5269.640137
	Iteration 2Q: 3 clusters Score -4794797 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20382 members 
Mstep: Class 2 contains 20739 members 
Entering Unmasked Estep 
Score: -4795142.500000 Penalty: 5269.640137
	Iteration 3Q: 3 clusters Score -4795142 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20289 members 
Mstep: Class 2 contains 20832 members 
Entering Unmasked Estep 
Score: -4795489.000000 Penalty: 5269.640137
	Iteration 4Q: 3 clusters Score -4795489 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20218 members 
Mstep: Class 2 contains 20903 members 
Entering Unmasked Estep 
Score: -4795863.500000 Penalty: 5269.640137
	Iteration 5Q: 3 clusters Score -4795864 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20148 members 
Mstep: Class 2 contains 20973 members 
Entering Unmasked Estep 
Score: -4796252.500000 Penalty: 5269.640137
	Iteration 6Q: 3 clusters Score -4796252 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20051 members 
Mstep: Class 2 contains 21070 members 
Entering Unmasked Estep 
Score: -4796719.000000 Penalty: 5269.640137
	Iteration 7Q: 3 clusters Score -4796719 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19941 members 
Mstep: Class 2 contains 21180 members 
Entering Unmasked Estep 
Score: -4797153.500000 Penalty: 5269.640137
	Iteration 8Q: 3 clusters Score -4797154 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19797 members 
Mstep: Class 2 contains 21324 members 
Entering Unmasked Estep 
Score: -4797613.500000 Penalty: 5269.640137
	Iteration 9Q: 3 clusters Score -4797614 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19655 members 
Mstep: Class 2 contains 21466 members 
Entering Unmasked Estep 
Score: -4798062.000000 Penalty: 5269.640137
	Iteration 10Q: 3 clusters Score -4798062 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19426 members 
Mstep: Class 2 contains 21695 members 
Entering Unmasked Estep 
Score: -4798550.000000 Penalty: 5269.640137
	Iteration 11Q: 3 clusters Score -4798550 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19106 members 
Mstep: Class 2 contains 22015 members 
Entering Unmasked Estep 
Score: -4799093.000000 Penalty: 5269.640137
	Iteration 12Q: 3 clusters Score -4799093 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18689 members 
Mstep: Class 2 contains 22432 members 
Entering Unmasked Estep 
Score: -4799653.500000 Penalty: 5269.640137
	Iteration 13Q: 3 clusters Score -4799654 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18119 members 
Mstep: Class 2 contains 23002 members 
Entering Unmasked Estep 
Score: -4800282.000000 Penalty: 5269.640137
	Iteration 14Q: 3 clusters Score -4800282 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17469 members 
Mstep: Class 2 contains 23652 members 
Entering Unmasked Estep 
Score: -4800863.000000 Penalty: 5269.640137
	Iteration 15Q: 3 clusters Score -4800863 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16692 members 
Mstep: Class 2 contains 24429 members 
Entering Unmasked Estep 
Score: -4801495.500000 Penalty: 5269.640137
	Iteration 16Q: 3 clusters Score -4801496 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15831 members 
Mstep: Class 2 contains 25290 members 
Entering Unmasked Estep 
Score: -4802065.500000 Penalty: 5269.640137
	Iteration 17Q: 3 clusters Score -4802066 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14904 members 
Mstep: Class 2 contains 26217 members 
Entering Unmasked Estep 
Score: -4802576.000000 Penalty: 5269.640137
	Iteration 18Q: 3 clusters Score -4802576 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13966 members 
Mstep: Class 2 contains 27155 members 
Entering Unmasked Estep 
Score: -4803036.500000 Penalty: 5269.640137
	Iteration 19Q: 3 clusters Score -4803036 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13017 members 
Mstep: Class 2 contains 28104 members 
Entering Unmasked Estep 
Score: -4803428.000000 Penalty: 5269.640137
	Iteration 20F: 3 clusters Score -4803428 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12075 members 
Mstep: Class 2 contains 29046 members 
Entering Unmasked Estep 
Score: -4803859.000000 Penalty: 5269.640137
	Iteration 21Q: 3 clusters Score -4803859 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11157 members 
Mstep: Class 2 contains 29964 members 
Entering Unmasked Estep 
Score: -4804220.000000 Penalty: 5269.640137
	Iteration 22Q: 3 clusters Score -4804220 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 30852 members 
Entering Unmasked Estep 
Score: -4804546.500000 Penalty: 5269.640137
	Iteration 23Q: 3 clusters Score -4804546 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 31784 members 
Entering Unmasked Estep 
Score: -4804973.500000 Penalty: 5269.640137
	Iteration 24Q: 3 clusters Score -4804974 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 32733 members 
Entering Unmasked Estep 
Score: -4805369.500000 Penalty: 5269.640137
	Iteration 25Q: 3 clusters Score -4805370 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 33690 members 
Entering Unmasked Estep 
Score: -4805823.500000 Penalty: 5269.640137
	Iteration 26Q: 3 clusters Score -4805824 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 34642 members 
Entering Unmasked Estep 
Score: -4806284.000000 Penalty: 5269.640137
	Iteration 27Q: 3 clusters Score -4806284 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 35569 members 
Entering Unmasked Estep 
Score: -4806752.500000 Penalty: 5269.640137
	Iteration 28Q: 3 clusters Score -4806752 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 36458 members 
Entering Unmasked Estep 
Score: -4807253.000000 Penalty: 5269.640137
	Iteration 29Q: 3 clusters Score -4807253 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 37241 members 
Entering Unmasked Estep 
Score: -4807653.000000 Penalty: 5269.640137
	Iteration 30Q: 3 clusters Score -4807653 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 37972 members 
Entering Unmasked Estep 
Score: -4808094.000000 Penalty: 5269.640137
	Iteration 31Q: 3 clusters Score -4808094 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 38614 members 
Entering Unmasked Estep 
Score: -4808484.500000 Penalty: 5269.640137
	Iteration 32Q: 3 clusters Score -4808484 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 39171 members 
Entering Unmasked Estep 
Score: -4808856.500000 Penalty: 5269.640137
	Iteration 33Q: 3 clusters Score -4808856 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 39587 members 
Entering Unmasked Estep 
Score: -4809114.500000 Penalty: 5269.640137
	Iteration 34Q: 3 clusters Score -4809114 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 39893 members 
Entering Unmasked Estep 
Score: -4809320.000000 Penalty: 5269.640137
	Iteration 35Q: 3 clusters Score -4809320 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 40115 members 
Entering Unmasked Estep 
Score: -4809460.500000 Penalty: 5269.640137
	Iteration 36Q: 3 clusters Score -4809460 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 40262 members 
Entering Unmasked Estep 
Score: -4809549.000000 Penalty: 5269.640137
	Iteration 37Q: 3 clusters Score -4809549 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 40374 members 
Entering Unmasked Estep 
Score: -4809641.000000 Penalty: 5269.640137
	Iteration 38Q: 3 clusters Score -4809641 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 40458 members 
Entering Unmasked Estep 
Score: -4809709.000000 Penalty: 5269.640137
	Iteration 39Q: 3 clusters Score -4809709 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 40506 members 
Entering Unmasked Estep 
Score: -4809743.500000 Penalty: 5269.640137
	Iteration 40F: 3 clusters Score -4809744 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 40534 members 
Entering Unmasked Estep 
Score: -4809768.000000 Penalty: 5269.640137
	Iteration 41Q: 3 clusters Score -4809768 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 40558 members 
Entering Unmasked Estep 
Score: -4809787.500000 Penalty: 5269.640137
	Iteration 42Q: 3 clusters Score -4809788 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 40571 members 
Entering Unmasked Estep 
Score: -4809792.000000 Penalty: 5269.640137
	Iteration 43Q: 3 clusters Score -4809792 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 40595 members 
Entering Unmasked Estep 
Score: -4809814.500000 Penalty: 5269.640137
	Iteration 44Q: 3 clusters Score -4809814 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 40609 members 
Entering Unmasked Estep 
Score: -4809821.000000 Penalty: 5269.640137
	Iteration 45Q: 3 clusters Score -4809821 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 40623 members 
Entering Unmasked Estep 
Score: -4809835.500000 Penalty: 5269.640137
	Iteration 46Q: 3 clusters Score -4809836 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 40634 members 
Entering Unmasked Estep 
Score: -4809849.000000 Penalty: 5269.640137
	Iteration 47Q: 3 clusters Score -4809849 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 40638 members 
Entering Unmasked Estep 
Score: -4809853.000000 Penalty: 5269.640137
	Iteration 48Q: 3 clusters Score -4809853 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 40638 members 
Entering Unmasked Estep 
Score: -4809856.000000 Penalty: 5269.640137
	Iteration 49Q: 3 clusters Score -4809856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 40641 members 
Entering Unmasked Estep 
Score: -4809865.000000 Penalty: 5269.640137
	Iteration 50Q: 3 clusters Score -4809865 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 40641 members 
Entering Unmasked Estep 
Score: -4809864.500000 Penalty: 5269.640137
	Iteration 51Q: 3 clusters Score -4809864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 40641 members 
Entering Unmasked Estep 
Score: -4809864.500000 Penalty: 5269.640137
	Iteration 52Q: 3 clusters Score -4809864 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 40641 members 
Entering Unmasked Estep 
Score: -4809864.500000 Penalty: 5269.640137
	Iteration 53F: 3 clusters Score -4809864 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (15603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15603 members 
Entering Unmasked Estep 
Score: -1811747.875000 Penalty: 2394.494141
	Iteration 0F: 2 clusters Score -1811748 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -1800466.375000 Penalty: 4788.988281
	Iteration 0F: 3 clusters Score -1800466 nChanged 6772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -1804261.000000 Penalty: 4788.988281
	Iteration 1F: 3 clusters Score -1804261 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -1804695.500000 Penalty: 4788.988281
	Iteration 2F: 3 clusters Score -1804696 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -1805071.250000 Penalty: 4788.988281
	Iteration 3F: 3 clusters Score -1805071 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -1805445.625000 Penalty: 4788.988281
	Iteration 4Q: 3 clusters Score -1805446 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -1805799.750000 Penalty: 4788.988281
	Iteration 5Q: 3 clusters Score -1805800 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -1806185.750000 Penalty: 4788.988281
	Iteration 6Q: 3 clusters Score -1806186 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -1806608.000000 Penalty: 4788.988281
	Iteration 7Q: 3 clusters Score -1806608 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -1807064.250000 Penalty: 4788.988281
	Iteration 8Q: 3 clusters Score -1807064 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -1807543.500000 Penalty: 4788.988281
	Iteration 9Q: 3 clusters Score -1807544 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
Score: -1807970.250000 Penalty: 4788.988281
	Iteration 10Q: 3 clusters Score -1807970 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -1808305.750000 Penalty: 4788.988281
	Iteration 11Q: 3 clusters Score -1808306 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -1808586.750000 Penalty: 4788.988281
	Iteration 12Q: 3 clusters Score -1808587 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
Score: -1808804.625000 Penalty: 4788.988281
	Iteration 13Q: 3 clusters Score -1808805 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 12727 members 
Entering Unmasked Estep 
Score: -1808990.375000 Penalty: 4788.988281
	Iteration 14Q: 3 clusters Score -1808990 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 12941 members 
Entering Unmasked Estep 
Score: -1809119.500000 Penalty: 4788.988281
	Iteration 15Q: 3 clusters Score -1809120 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 13123 members 
Entering Unmasked Estep 
Score: -1809230.500000 Penalty: 4788.988281
	Iteration 16Q: 3 clusters Score -1809230 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 13292 members 
Entering Unmasked Estep 
Score: -1809318.375000 Penalty: 4788.988281
	Iteration 17Q: 3 clusters Score -1809318 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 13446 members 
Entering Unmasked Estep 
Score: -1809401.625000 Penalty: 4788.988281
	Iteration 18Q: 3 clusters Score -1809402 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 13575 members 
Entering Unmasked Estep 
Score: -1809477.500000 Penalty: 4788.988281
	Iteration 19Q: 3 clusters Score -1809478 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 13685 members 
Entering Unmasked Estep 
Score: -1809544.750000 Penalty: 4788.988281
	Iteration 20F: 3 clusters Score -1809545 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 13785 members 
Entering Unmasked Estep 
Score: -1809611.250000 Penalty: 4788.988281
	Iteration 21Q: 3 clusters Score -1809611 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 13880 members 
Entering Unmasked Estep 
Score: -1809667.000000 Penalty: 4788.988281
	Iteration 22Q: 3 clusters Score -1809667 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 13956 members 
Entering Unmasked Estep 
Score: -1809709.125000 Penalty: 4788.988281
	Iteration 23Q: 3 clusters Score -1809709 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 14013 members 
Entering Unmasked Estep 
Score: -1809736.750000 Penalty: 4788.988281
	Iteration 24Q: 3 clusters Score -1809737 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 14074 members 
Entering Unmasked Estep 
Score: -1809774.500000 Penalty: 4788.988281
	Iteration 25Q: 3 clusters Score -1809774 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 14138 members 
Entering Unmasked Estep 
Score: -1809818.125000 Penalty: 4788.988281
	Iteration 26Q: 3 clusters Score -1809818 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 14192 members 
Entering Unmasked Estep 
Score: -1809843.625000 Penalty: 4788.988281
	Iteration 27Q: 3 clusters Score -1809844 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 14235 members 
Entering Unmasked Estep 
Score: -1809865.000000 Penalty: 4788.988281
	Iteration 28Q: 3 clusters Score -1809865 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 14264 members 
Entering Unmasked Estep 
Score: -1809871.375000 Penalty: 4788.988281
	Iteration 29Q: 3 clusters Score -1809871 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 14279 members 
Entering Unmasked Estep 
Score: -1809883.750000 Penalty: 4788.988281
	Iteration 30Q: 3 clusters Score -1809884 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 14300 members 
Entering Unmasked Estep 
Score: -1809893.000000 Penalty: 4788.988281
	Iteration 31Q: 3 clusters Score -1809893 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 14315 members 
Entering Unmasked Estep 
Score: -1809900.125000 Penalty: 4788.988281
	Iteration 32Q: 3 clusters Score -1809900 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 14329 members 
Entering Unmasked Estep 
Score: -1809906.375000 Penalty: 4788.988281
	Iteration 33Q: 3 clusters Score -1809906 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 14344 members 
Entering Unmasked Estep 
Score: -1809912.125000 Penalty: 4788.988281
	Iteration 34Q: 3 clusters Score -1809912 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 14356 members 
Entering Unmasked Estep 
Score: -1809922.250000 Penalty: 4788.988281
	Iteration 35Q: 3 clusters Score -1809922 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 14365 members 
Entering Unmasked Estep 
Score: -1809922.500000 Penalty: 4788.988281
	Iteration 36Q: 3 clusters Score -1809922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 14365 members 
Entering Unmasked Estep 
Score: -1809925.750000 Penalty: 4788.988281
	Iteration 37Q: 3 clusters Score -1809926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 14367 members 
Entering Unmasked Estep 
Score: -1809925.000000 Penalty: 4788.988281
	Iteration 38Q: 3 clusters Score -1809925 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 14368 members 
Entering Unmasked Estep 
Score: -1809924.125000 Penalty: 4788.988281
	Iteration 39Q: 3 clusters Score -1809924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 14369 members 
Entering Unmasked Estep 
Score: -1809925.000000 Penalty: 4788.988281
	Iteration 40F: 3 clusters Score -1809925 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 14371 members 
Entering Unmasked Estep 
Score: -1809922.250000 Penalty: 4788.988281
	Iteration 41Q: 3 clusters Score -1809922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 14371 members 
Entering Unmasked Estep 
Score: -1809922.250000 Penalty: 4788.988281
	Iteration 42F: 3 clusters Score -1809922 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Entering Unmasked Estep 
Score: -104748.570312 Penalty: 1700.141357
	Iteration 0F: 2 clusters Score -104748.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -102866.007812 Penalty: 3400.282715
	Iteration 0F: 3 clusters Score -102866 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -103161.656250 Penalty: 3400.282715
	Iteration 1F: 3 clusters Score -103161.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -103286.476562 Penalty: 3400.282715
	Iteration 2F: 3 clusters Score -103286.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -103384.578125 Penalty: 3400.282715
	Iteration 3F: 3 clusters Score -103384.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -103432.312500 Penalty: 3400.282715
	Iteration 4Q: 3 clusters Score -103432.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -103467.257812 Penalty: 3400.282715
	Iteration 5Q: 3 clusters Score -103467.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -103491.273438 Penalty: 3400.282715
	Iteration 6Q: 3 clusters Score -103491.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -103507.406250 Penalty: 3400.282715
	Iteration 7Q: 3 clusters Score -103507.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -103526.585938 Penalty: 3400.282715
	Iteration 8Q: 3 clusters Score -103526.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -103562.328125 Penalty: 3400.282715
	Iteration 9Q: 3 clusters Score -103562.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -103585.070312 Penalty: 3400.282715
	Iteration 10Q: 3 clusters Score -103585.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -103603.992188 Penalty: 3400.282715
	Iteration 11Q: 3 clusters Score -103604 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -103620.539062 Penalty: 3400.282715
	Iteration 12Q: 3 clusters Score -103620.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -103633.968750 Penalty: 3400.282715
	Iteration 13Q: 3 clusters Score -103634 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -103653.000000 Penalty: 3400.282715
	Iteration 14Q: 3 clusters Score -103653 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -103662.257812 Penalty: 3400.282715
	Iteration 15Q: 3 clusters Score -103662.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -103666.015625 Penalty: 3400.282715
	Iteration 16Q: 3 clusters Score -103666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -103669.921875 Penalty: 3400.282715
	Iteration 17Q: 3 clusters Score -103669.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -103675.460938 Penalty: 3400.282715
	Iteration 18Q: 3 clusters Score -103675.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -103677.468750 Penalty: 3400.282715
	Iteration 19Q: 3 clusters Score -103677.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -103684.742188 Penalty: 3400.282715
	Iteration 20F: 3 clusters Score -103684.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -103691.773438 Penalty: 3400.282715
	Iteration 21Q: 3 clusters Score -103691.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -103693.617188 Penalty: 3400.282715
	Iteration 22Q: 3 clusters Score -103693.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -103695.851562 Penalty: 3400.282715
	Iteration 23Q: 3 clusters Score -103695.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -103696.953125 Penalty: 3400.282715
	Iteration 24Q: 3 clusters Score -103697 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -103698.054688 Penalty: 3400.282715
	Iteration 25Q: 3 clusters Score -103698.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -103698.054688 Penalty: 3400.282715
	Iteration 26F: 3 clusters Score -103698.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (38053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38053 members 
Entering Unmasked Estep 
Score: -4193855.250000 Penalty: 2615.590332
	Iteration 0F: 2 clusters Score -4193855 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18972 members 
Mstep: Class 2 contains 19081 members 
Entering Unmasked Estep 
Score: -4167901.250000 Penalty: 5231.180664
	Iteration 0F: 3 clusters Score -4167901 nChanged 17298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18890 members 
Mstep: Class 2 contains 19163 members 
Entering Unmasked Estep 
Score: -4177554.250000 Penalty: 5231.180664
	Iteration 1F: 3 clusters Score -4177554 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18891 members 
Mstep: Class 2 contains 19162 members 
Entering Unmasked Estep 
Score: -4178149.500000 Penalty: 5231.180664
	Iteration 2Q: 3 clusters Score -4178150 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18880 members 
Mstep: Class 2 contains 19173 members 
Entering Unmasked Estep 
Score: -4178700.500000 Penalty: 5231.180664
	Iteration 3Q: 3 clusters Score -4178700 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18774 members 
Mstep: Class 2 contains 19279 members 
Entering Unmasked Estep 
Score: -4179363.750000 Penalty: 5231.180664
	Iteration 4Q: 3 clusters Score -4179364 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18601 members 
Mstep: Class 2 contains 19452 members 
Entering Unmasked Estep 
Score: -4179990.750000 Penalty: 5231.180664
	Iteration 5Q: 3 clusters Score -4179991 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18299 members 
Mstep: Class 2 contains 19754 members 
Entering Unmasked Estep 
Score: -4180709.750000 Penalty: 5231.180664
	Iteration 6Q: 3 clusters Score -4180710 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17876 members 
Mstep: Class 2 contains 20177 members 
Entering Unmasked Estep 
Score: -4181495.750000 Penalty: 5231.180664
	Iteration 7Q: 3 clusters Score -4181496 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17304 members 
Mstep: Class 2 contains 20749 members 
Entering Unmasked Estep 
Score: -4182426.750000 Penalty: 5231.180664
	Iteration 8Q: 3 clusters Score -4182427 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16606 members 
Mstep: Class 2 contains 21447 members 
Entering Unmasked Estep 
Score: -4183498.250000 Penalty: 5231.180664
	Iteration 9Q: 3 clusters Score -4183498 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15783 members 
Mstep: Class 2 contains 22270 members 
Entering Unmasked Estep 
Score: -4184725.750000 Penalty: 5231.180664
	Iteration 10F: 3 clusters Score -4184726 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14953 members 
Mstep: Class 2 contains 23100 members 
Entering Unmasked Estep 
Score: -4185796.000000 Penalty: 5231.180664
	Iteration 11Q: 3 clusters Score -4185796 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 23906 members 
Entering Unmasked Estep 
Score: -4186588.750000 Penalty: 5231.180664
	Iteration 12Q: 3 clusters Score -4186589 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13417 members 
Mstep: Class 2 contains 24636 members 
Entering Unmasked Estep 
Score: -4187148.250000 Penalty: 5231.180664
	Iteration 13Q: 3 clusters Score -4187148 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 25322 members 
Entering Unmasked Estep 
Score: -4187555.000000 Penalty: 5231.180664
	Iteration 14Q: 3 clusters Score -4187555 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12106 members 
Mstep: Class 2 contains 25947 members 
Entering Unmasked Estep 
Score: -4187870.500000 Penalty: 5231.180664
	Iteration 15Q: 3 clusters Score -4187870 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 26583 members 
Entering Unmasked Estep 
Score: -4188135.750000 Penalty: 5231.180664
	Iteration 16Q: 3 clusters Score -4188136 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 27207 members 
Entering Unmasked Estep 
Score: -4188388.250000 Penalty: 5231.180664
	Iteration 17Q: 3 clusters Score -4188388 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 27790 members 
Entering Unmasked Estep 
Score: -4188602.750000 Penalty: 5231.180664
	Iteration 18Q: 3 clusters Score -4188603 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 28342 members 
Entering Unmasked Estep 
Score: -4188809.500000 Penalty: 5231.180664
	Iteration 19Q: 3 clusters Score -4188810 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 28915 members 
Entering Unmasked Estep 
Score: -4189019.000000 Penalty: 5231.180664
	Iteration 20F: 3 clusters Score -4189019 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 29475 members 
Entering Unmasked Estep 
Score: -4189249.000000 Penalty: 5231.180664
	Iteration 21Q: 3 clusters Score -4189249 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 30032 members 
Entering Unmasked Estep 
Score: -4189461.000000 Penalty: 5231.180664
	Iteration 22Q: 3 clusters Score -4189461 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 30543 members 
Entering Unmasked Estep 
Score: -4189653.750000 Penalty: 5231.180664
	Iteration 23Q: 3 clusters Score -4189654 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 31046 members 
Entering Unmasked Estep 
Score: -4189858.500000 Penalty: 5231.180664
	Iteration 24Q: 3 clusters Score -4189858 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 31538 members 
Entering Unmasked Estep 
Score: -4190041.250000 Penalty: 5231.180664
	Iteration 25Q: 3 clusters Score -4190041 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 32004 members 
Entering Unmasked Estep 
Score: -4190218.000000 Penalty: 5231.180664
	Iteration 26Q: 3 clusters Score -4190218 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 32423 members 
Entering Unmasked Estep 
Score: -4190358.000000 Penalty: 5231.180664
	Iteration 27Q: 3 clusters Score -4190358 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 32861 members 
Entering Unmasked Estep 
Score: -4190535.500000 Penalty: 5231.180664
	Iteration 28Q: 3 clusters Score -4190536 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 33250 members 
Entering Unmasked Estep 
Score: -4190684.500000 Penalty: 5231.180664
	Iteration 29Q: 3 clusters Score -4190684 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 33606 members 
Entering Unmasked Estep 
Score: -4190820.250000 Penalty: 5231.180664
	Iteration 30Q: 3 clusters Score -4190820 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 33979 members 
Entering Unmasked Estep 
Score: -4190984.500000 Penalty: 5231.180664
	Iteration 31Q: 3 clusters Score -4190984 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 34348 members 
Entering Unmasked Estep 
Score: -4191135.000000 Penalty: 5231.180664
	Iteration 32Q: 3 clusters Score -4191135 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 34660 members 
Entering Unmasked Estep 
Score: -4191264.750000 Penalty: 5231.180664
	Iteration 33Q: 3 clusters Score -4191265 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 34946 members 
Entering Unmasked Estep 
Score: -4191389.750000 Penalty: 5231.180664
	Iteration 34Q: 3 clusters Score -4191390 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 35194 members 
Entering Unmasked Estep 
Score: -4191473.000000 Penalty: 5231.180664
	Iteration 35Q: 3 clusters Score -4191473 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 35427 members 
Entering Unmasked Estep 
Score: -4191578.250000 Penalty: 5231.180664
	Iteration 36Q: 3 clusters Score -4191578 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 35629 members 
Entering Unmasked Estep 
Score: -4191647.000000 Penalty: 5231.180664
	Iteration 37Q: 3 clusters Score -4191647 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 35811 members 
Entering Unmasked Estep 
Score: -4191726.250000 Penalty: 5231.180664
	Iteration 38Q: 3 clusters Score -4191726 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 35978 members 
Entering Unmasked Estep 
Score: -4191795.000000 Penalty: 5231.180664
	Iteration 39Q: 3 clusters Score -4191795 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 36118 members 
Entering Unmasked Estep 
Score: -4191850.250000 Penalty: 5231.180664
	Iteration 40F: 3 clusters Score -4191850 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 36225 members 
Entering Unmasked Estep 
Score: -4191874.500000 Penalty: 5231.180664
	Iteration 41Q: 3 clusters Score -4191874 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 36299 members 
Entering Unmasked Estep 
Score: -4191909.000000 Penalty: 5231.180664
	Iteration 42Q: 3 clusters Score -4191909 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 36362 members 
Entering Unmasked Estep 
Score: -4191934.250000 Penalty: 5231.180664
	Iteration 43Q: 3 clusters Score -4191934 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 36417 members 
Entering Unmasked Estep 
Score: -4191955.000000 Penalty: 5231.180664
	Iteration 44Q: 3 clusters Score -4191955 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 36477 members 
Entering Unmasked Estep 
Score: -4191980.000000 Penalty: 5231.180664
	Iteration 45Q: 3 clusters Score -4191980 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 36527 members 
Entering Unmasked Estep 
Score: -4192006.000000 Penalty: 5231.180664
	Iteration 46Q: 3 clusters Score -4192006 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 36570 members 
Entering Unmasked Estep 
Score: -4192019.000000 Penalty: 5231.180664
	Iteration 47Q: 3 clusters Score -4192019 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 36605 members 
Entering Unmasked Estep 
Score: -4192032.500000 Penalty: 5231.180664
	Iteration 48Q: 3 clusters Score -4192032 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 36626 members 
Entering Unmasked Estep 
Score: -4192043.750000 Penalty: 5231.180664
	Iteration 49Q: 3 clusters Score -4192044 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 36640 members 
Entering Unmasked Estep 
Score: -4192049.000000 Penalty: 5231.180664
	Iteration 50Q: 3 clusters Score -4192049 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 36656 members 
Entering Unmasked Estep 
Score: -4192056.250000 Penalty: 5231.180664
	Iteration 51Q: 3 clusters Score -4192056 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 36676 members 
Entering Unmasked Estep 
Score: -4192067.750000 Penalty: 5231.180664
	Iteration 52Q: 3 clusters Score -4192068 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 36697 members 
Entering Unmasked Estep 
Score: -4192071.750000 Penalty: 5231.180664
	Iteration 53Q: 3 clusters Score -4192072 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 36715 members 
Entering Unmasked Estep 
Score: -4192079.250000 Penalty: 5231.180664
	Iteration 54Q: 3 clusters Score -4192079 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 36728 members 
Entering Unmasked Estep 
Score: -4192082.500000 Penalty: 5231.180664
	Iteration 55Q: 3 clusters Score -4192082 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 36741 members 
Entering Unmasked Estep 
Score: -4192085.250000 Penalty: 5231.180664
	Iteration 56Q: 3 clusters Score -4192085 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 36755 members 
Entering Unmasked Estep 
Score: -4192088.000000 Penalty: 5231.180664
	Iteration 57Q: 3 clusters Score -4192088 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 36762 members 
Entering Unmasked Estep 
Score: -4192088.500000 Penalty: 5231.180664
	Iteration 58Q: 3 clusters Score -4192088 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 36770 members 
Entering Unmasked Estep 
Score: -4192093.750000 Penalty: 5231.180664
	Iteration 59Q: 3 clusters Score -4192094 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 36781 members 
Entering Unmasked Estep 
Score: -4192101.750000 Penalty: 5231.180664
	Iteration 60F: 3 clusters Score -4192102 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 36794 members 
Entering Unmasked Estep 
Score: -4192104.000000 Penalty: 5231.180664
	Iteration 61Q: 3 clusters Score -4192104 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 36803 members 
Entering Unmasked Estep 
Score: -4192105.250000 Penalty: 5231.180664
	Iteration 62Q: 3 clusters Score -4192105 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 36809 members 
Entering Unmasked Estep 
Score: -4192107.500000 Penalty: 5231.180664
	Iteration 63Q: 3 clusters Score -4192108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 36809 members 
Entering Unmasked Estep 
Score: -4192109.500000 Penalty: 5231.180664
	Iteration 64Q: 3 clusters Score -4192110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 36810 members 
Entering Unmasked Estep 
Score: -4192107.500000 Penalty: 5231.180664
	Iteration 65Q: 3 clusters Score -4192108 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 36810 members 
Entering Unmasked Estep 
Score: -4192107.500000 Penalty: 5231.180664
	Iteration 66F: 3 clusters Score -4192108 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Entering Unmasked Estep 
Score: -520849.906250 Penalty: 2094.639404
	Iteration 0F: 2 clusters Score -520849.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -516587.656250 Penalty: 4189.278809
	Iteration 0F: 3 clusters Score -516587.7 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -517605.000000 Penalty: 4189.278809
	Iteration 1F: 3 clusters Score -517605 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -517784.437500 Penalty: 4189.278809
	Iteration 2F: 3 clusters Score -517784.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -517910.812500 Penalty: 4189.278809
	Iteration 3Q: 3 clusters Score -517910.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -518024.562500 Penalty: 4189.278809
	Iteration 4Q: 3 clusters Score -518024.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -518138.281250 Penalty: 4189.278809
	Iteration 5Q: 3 clusters Score -518138.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -518243.093750 Penalty: 4189.278809
	Iteration 6Q: 3 clusters Score -518243.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -518319.000000 Penalty: 4189.278809
	Iteration 7Q: 3 clusters Score -518319 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -518380.000000 Penalty: 4189.278809
	Iteration 8Q: 3 clusters Score -518380 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -518427.781250 Penalty: 4189.278809
	Iteration 9Q: 3 clusters Score -518427.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -518480.875000 Penalty: 4189.278809
	Iteration 10Q: 3 clusters Score -518480.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -518530.250000 Penalty: 4189.278809
	Iteration 11Q: 3 clusters Score -518530.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -518582.250000 Penalty: 4189.278809
	Iteration 12Q: 3 clusters Score -518582.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -518624.687500 Penalty: 4189.278809
	Iteration 13Q: 3 clusters Score -518624.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -518673.468750 Penalty: 4189.278809
	Iteration 14Q: 3 clusters Score -518673.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -518732.125000 Penalty: 4189.278809
	Iteration 15Q: 3 clusters Score -518732.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -518783.250000 Penalty: 4189.278809
	Iteration 16Q: 3 clusters Score -518783.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -518831.906250 Penalty: 4189.278809
	Iteration 17Q: 3 clusters Score -518831.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -518892.281250 Penalty: 4189.278809
	Iteration 18Q: 3 clusters Score -518892.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -518950.218750 Penalty: 4189.278809
	Iteration 19Q: 3 clusters Score -518950.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -518996.906250 Penalty: 4189.278809
	Iteration 20F: 3 clusters Score -518996.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -519037.500000 Penalty: 4189.278809
	Iteration 21Q: 3 clusters Score -519037.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -519066.812500 Penalty: 4189.278809
	Iteration 22Q: 3 clusters Score -519066.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -519094.656250 Penalty: 4189.278809
	Iteration 23Q: 3 clusters Score -519094.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -519118.000000 Penalty: 4189.278809
	Iteration 24Q: 3 clusters Score -519118 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -519142.343750 Penalty: 4189.278809
	Iteration 25Q: 3 clusters Score -519142.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -519158.406250 Penalty: 4189.278809
	Iteration 26Q: 3 clusters Score -519158.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -519169.281250 Penalty: 4189.278809
	Iteration 27Q: 3 clusters Score -519169.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -519178.843750 Penalty: 4189.278809
	Iteration 28Q: 3 clusters Score -519178.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -519193.218750 Penalty: 4189.278809
	Iteration 29Q: 3 clusters Score -519193.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -519202.718750 Penalty: 4189.278809
	Iteration 30Q: 3 clusters Score -519202.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -519208.156250 Penalty: 4189.278809
	Iteration 31Q: 3 clusters Score -519208.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -519216.593750 Penalty: 4189.278809
	Iteration 32Q: 3 clusters Score -519216.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -519226.281250 Penalty: 4189.278809
	Iteration 33Q: 3 clusters Score -519226.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -519236.156250 Penalty: 4189.278809
	Iteration 34Q: 3 clusters Score -519236.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -519250.468750 Penalty: 4189.278809
	Iteration 35Q: 3 clusters Score -519250.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -519265.656250 Penalty: 4189.278809
	Iteration 36Q: 3 clusters Score -519265.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -519276.562500 Penalty: 4189.278809
	Iteration 37Q: 3 clusters Score -519276.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -519282.906250 Penalty: 4189.278809
	Iteration 38Q: 3 clusters Score -519282.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -519290.468750 Penalty: 4189.278809
	Iteration 39Q: 3 clusters Score -519290.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -519294.437500 Penalty: 4189.278809
	Iteration 40F: 3 clusters Score -519294.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -519297.125000 Penalty: 4189.278809
	Iteration 41Q: 3 clusters Score -519297.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -519297.468750 Penalty: 4189.278809
	Iteration 42Q: 3 clusters Score -519297.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -519298.687500 Penalty: 4189.278809
	Iteration 43Q: 3 clusters Score -519298.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -519300.500000 Penalty: 4189.278809
	Iteration 44Q: 3 clusters Score -519300.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -519301.093750 Penalty: 4189.278809
	Iteration 45Q: 3 clusters Score -519301.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -519301.062500 Penalty: 4189.278809
	Iteration 46Q: 3 clusters Score -519301.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -519301.062500 Penalty: 4189.278809
	Iteration 47F: 3 clusters Score -519301.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Entering Unmasked Estep 
Score: -636580.437500 Penalty: 2135.539795
	Iteration 0F: 2 clusters Score -636580.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -631704.062500 Penalty: 4271.079590
	Iteration 0F: 3 clusters Score -631704.1 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -632970.375000 Penalty: 4271.079590
	Iteration 1F: 3 clusters Score -632970.4 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -633363.187500 Penalty: 4271.079590
	Iteration 2F: 3 clusters Score -633363.2 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -633603.250000 Penalty: 4271.079590
	Iteration 3F: 3 clusters Score -633603.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -633777.625000 Penalty: 4271.079590
	Iteration 4F: 3 clusters Score -633777.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -633918.187500 Penalty: 4271.079590
	Iteration 5Q: 3 clusters Score -633918.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -634034.687500 Penalty: 4271.079590
	Iteration 6Q: 3 clusters Score -634034.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -634137.125000 Penalty: 4271.079590
	Iteration 7Q: 3 clusters Score -634137.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -634235.000000 Penalty: 4271.079590
	Iteration 8Q: 3 clusters Score -634235 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -634331.812500 Penalty: 4271.079590
	Iteration 9Q: 3 clusters Score -634331.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -634431.312500 Penalty: 4271.079590
	Iteration 10Q: 3 clusters Score -634431.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -634527.250000 Penalty: 4271.079590
	Iteration 11Q: 3 clusters Score -634527.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -634618.875000 Penalty: 4271.079590
	Iteration 12Q: 3 clusters Score -634618.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -634710.250000 Penalty: 4271.079590
	Iteration 13Q: 3 clusters Score -634710.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -634804.250000 Penalty: 4271.079590
	Iteration 14Q: 3 clusters Score -634804.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -634901.625000 Penalty: 4271.079590
	Iteration 15Q: 3 clusters Score -634901.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -634974.937500 Penalty: 4271.079590
	Iteration 16Q: 3 clusters Score -634974.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -635034.125000 Penalty: 4271.079590
	Iteration 17Q: 3 clusters Score -635034.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -635094.687500 Penalty: 4271.079590
	Iteration 18Q: 3 clusters Score -635094.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -635153.375000 Penalty: 4271.079590
	Iteration 19Q: 3 clusters Score -635153.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -635200.750000 Penalty: 4271.079590
	Iteration 20F: 3 clusters Score -635200.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -635242.875000 Penalty: 4271.079590
	Iteration 21Q: 3 clusters Score -635242.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -635267.250000 Penalty: 4271.079590
	Iteration 22Q: 3 clusters Score -635267.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -635280.625000 Penalty: 4271.079590
	Iteration 23Q: 3 clusters Score -635280.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -635293.437500 Penalty: 4271.079590
	Iteration 24Q: 3 clusters Score -635293.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -635304.812500 Penalty: 4271.079590
	Iteration 25Q: 3 clusters Score -635304.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -635324.875000 Penalty: 4271.079590
	Iteration 26Q: 3 clusters Score -635324.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -635343.812500 Penalty: 4271.079590
	Iteration 27Q: 3 clusters Score -635343.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -635357.500000 Penalty: 4271.079590
	Iteration 28Q: 3 clusters Score -635357.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -635364.562500 Penalty: 4271.079590
	Iteration 29Q: 3 clusters Score -635364.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -635371.812500 Penalty: 4271.079590
	Iteration 30Q: 3 clusters Score -635371.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -635378.750000 Penalty: 4271.079590
	Iteration 31Q: 3 clusters Score -635378.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -635381.812500 Penalty: 4271.079590
	Iteration 32Q: 3 clusters Score -635381.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -635383.625000 Penalty: 4271.079590
	Iteration 33Q: 3 clusters Score -635383.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -635385.562500 Penalty: 4271.079590
	Iteration 34Q: 3 clusters Score -635385.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -635388.937500 Penalty: 4271.079590
	Iteration 35Q: 3 clusters Score -635388.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -635391.125000 Penalty: 4271.079590
	Iteration 36Q: 3 clusters Score -635391.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -635391.500000 Penalty: 4271.079590
	Iteration 37Q: 3 clusters Score -635391.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -635392.500000 Penalty: 4271.079590
	Iteration 38Q: 3 clusters Score -635392.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -635392.687500 Penalty: 4271.079590
	Iteration 39Q: 3 clusters Score -635392.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -635392.687500 Penalty: 4271.079590
	Iteration 40F: 3 clusters Score -635392.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Entering Unmasked Estep 
Score: -120634.054688 Penalty: 1744.964844
	Iteration 0F: 2 clusters Score -120634.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -118624.703125 Penalty: 3489.929688
	Iteration 0F: 3 clusters Score -118624.7 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -119160.609375 Penalty: 3489.929688
	Iteration 1F: 3 clusters Score -119160.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -119404.054688 Penalty: 3489.929688
	Iteration 2F: 3 clusters Score -119404.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -119561.625000 Penalty: 3489.929688
	Iteration 3F: 3 clusters Score -119561.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -119683.710938 Penalty: 3489.929688
	Iteration 4Q: 3 clusters Score -119683.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -119784.062500 Penalty: 3489.929688
	Iteration 5Q: 3 clusters Score -119784.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -119850.343750 Penalty: 3489.929688
	Iteration 6Q: 3 clusters Score -119850.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -119895.429688 Penalty: 3489.929688
	Iteration 7Q: 3 clusters Score -119895.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -119930.085938 Penalty: 3489.929688
	Iteration 8Q: 3 clusters Score -119930.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -119959.625000 Penalty: 3489.929688
	Iteration 9Q: 3 clusters Score -119959.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -119997.554688 Penalty: 3489.929688
	Iteration 10Q: 3 clusters Score -119997.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -120023.101562 Penalty: 3489.929688
	Iteration 11Q: 3 clusters Score -120023.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -120064.984375 Penalty: 3489.929688
	Iteration 12Q: 3 clusters Score -120065 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -120111.773438 Penalty: 3489.929688
	Iteration 13Q: 3 clusters Score -120111.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -120143.742188 Penalty: 3489.929688
	Iteration 14Q: 3 clusters Score -120143.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -120168.898438 Penalty: 3489.929688
	Iteration 15Q: 3 clusters Score -120168.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -120178.539062 Penalty: 3489.929688
	Iteration 16Q: 3 clusters Score -120178.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -120180.718750 Penalty: 3489.929688
	Iteration 17Q: 3 clusters Score -120180.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -120197.140625 Penalty: 3489.929688
	Iteration 18Q: 3 clusters Score -120197.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -120208.367188 Penalty: 3489.929688
	Iteration 19Q: 3 clusters Score -120208.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -120224.140625 Penalty: 3489.929688
	Iteration 20F: 3 clusters Score -120224.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -120256.523438 Penalty: 3489.929688
	Iteration 21Q: 3 clusters Score -120256.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -120296.640625 Penalty: 3489.929688
	Iteration 22Q: 3 clusters Score -120296.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -120309.226562 Penalty: 3489.929688
	Iteration 23Q: 3 clusters Score -120309.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -120311.226562 Penalty: 3489.929688
	Iteration 24Q: 3 clusters Score -120311.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -120313.398438 Penalty: 3489.929688
	Iteration 25Q: 3 clusters Score -120313.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -120314.984375 Penalty: 3489.929688
	Iteration 26Q: 3 clusters Score -120315 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -120318.171875 Penalty: 3489.929688
	Iteration 27Q: 3 clusters Score -120318.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -120318.171875 Penalty: 3489.929688
	Iteration 28F: 3 clusters Score -120318.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (12371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Entering Unmasked Estep 
Score: -1471921.750000 Penalty: 2336.931396
	Iteration 0F: 2 clusters Score -1471922 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -1462774.250000 Penalty: 4673.862793
	Iteration 0F: 3 clusters Score -1462774 nChanged 5279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -1465623.125000 Penalty: 4673.862793
	Iteration 1F: 3 clusters Score -1465623 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -1465987.250000 Penalty: 4673.862793
	Iteration 2F: 3 clusters Score -1465987 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -1466272.625000 Penalty: 4673.862793
	Iteration 3F: 3 clusters Score -1466273 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -1466519.125000 Penalty: 4673.862793
	Iteration 4Q: 3 clusters Score -1466519 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -1466760.375000 Penalty: 4673.862793
	Iteration 5Q: 3 clusters Score -1466760 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -1467053.625000 Penalty: 4673.862793
	Iteration 6Q: 3 clusters Score -1467054 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -1467460.875000 Penalty: 4673.862793
	Iteration 7F: 3 clusters Score -1467461 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -1468010.750000 Penalty: 4673.862793
	Iteration 8F: 3 clusters Score -1468011 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1468644.125000 Penalty: 4673.862793
	Iteration 9F: 3 clusters Score -1468644 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -1469226.125000 Penalty: 4673.862793
	Iteration 10F: 3 clusters Score -1469226 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1469690.750000 Penalty: 4673.862793
	Iteration 11Q: 3 clusters Score -1469691 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1469993.500000 Penalty: 4673.862793
	Iteration 12Q: 3 clusters Score -1469994 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1470150.125000 Penalty: 4673.862793
	Iteration 13Q: 3 clusters Score -1470150 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1470230.375000 Penalty: 4673.862793
	Iteration 14Q: 3 clusters Score -1470230 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11689 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1470278.250000 Penalty: 4673.862793
	Iteration 15Q: 3 clusters Score -1470278 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1470308.375000 Penalty: 4673.862793
	Iteration 16Q: 3 clusters Score -1470308 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1470333.875000 Penalty: 4673.862793
	Iteration 17Q: 3 clusters Score -1470334 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1470347.625000 Penalty: 4673.862793
	Iteration 18Q: 3 clusters Score -1470348 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1470354.500000 Penalty: 4673.862793
	Iteration 19Q: 3 clusters Score -1470354 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1470363.875000 Penalty: 4673.862793
	Iteration 20F: 3 clusters Score -1470364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1470369.750000 Penalty: 4673.862793
	Iteration 21Q: 3 clusters Score -1470370 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11801 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1470370.250000 Penalty: 4673.862793
	Iteration 22Q: 3 clusters Score -1470370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1470373.125000 Penalty: 4673.862793
	Iteration 23Q: 3 clusters Score -1470373 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11808 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1470373.750000 Penalty: 4673.862793
	Iteration 24Q: 3 clusters Score -1470374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1470373.375000 Penalty: 4673.862793
	Iteration 25Q: 3 clusters Score -1470373 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11812 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1470374.625000 Penalty: 4673.862793
	Iteration 26Q: 3 clusters Score -1470375 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11812 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1470374.625000 Penalty: 4673.862793
	Iteration 27F: 3 clusters Score -1470375 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (236988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236988 members 
Entering Unmasked Estep 
Score: -27990544.000000 Penalty: 3069.189697
	Iteration 0F: 2 clusters Score -2.799054e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118283 members 
Mstep: Class 2 contains 118705 members 
Entering Unmasked Estep 
Score: -27839214.000000 Penalty: 6138.379395
	Iteration 0F: 3 clusters Score -2.783921e+07 nChanged 114302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112487 members 
Mstep: Class 2 contains 124501 members 
Entering Unmasked Estep 
Score: -27907396.000000 Penalty: 6138.379395
	Iteration 1F: 3 clusters Score -2.79074e+07 nChanged 7542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108157 members 
Mstep: Class 2 contains 128831 members 
Entering Unmasked Estep 
Score: -27909276.000000 Penalty: 6138.379395
	Iteration 2Q: 3 clusters Score -2.790928e+07 nChanged 9577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101304 members 
Mstep: Class 2 contains 135684 members 
Entering Unmasked Estep 
Score: -27912736.000000 Penalty: 6138.379395
	Iteration 3Q: 3 clusters Score -2.791274e+07 nChanged 12485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91251 members 
Mstep: Class 2 contains 145737 members 
Entering Unmasked Estep 
Score: -27919172.000000 Penalty: 6138.379395
	Iteration 4F: 3 clusters Score -2.791917e+07 nChanged 15847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77534 members 
Mstep: Class 2 contains 159454 members 
Entering Unmasked Estep 
Score: -27928116.000000 Penalty: 6138.379395
	Iteration 5F: 3 clusters Score -2.792812e+07 nChanged 18171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60903 members 
Mstep: Class 2 contains 176085 members 
Entering Unmasked Estep 
Score: -27939774.000000 Penalty: 6138.379395
	Iteration 6F: 3 clusters Score -2.793977e+07 nChanged 18067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43860 members 
Mstep: Class 2 contains 193128 members 
Entering Unmasked Estep 
Score: -27951914.000000 Penalty: 6138.379395
	Iteration 7F: 3 clusters Score -2.795191e+07 nChanged 15349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28841 members 
Mstep: Class 2 contains 208147 members 
Entering Unmasked Estep 
Score: -27963970.000000 Penalty: 6138.379395
	Iteration 8F: 3 clusters Score -2.796397e+07 nChanged 11425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17488 members 
Mstep: Class 2 contains 219500 members 
Entering Unmasked Estep 
Score: -27973920.000000 Penalty: 6138.379395
	Iteration 9Q: 3 clusters Score -2.797392e+07 nChanged 7204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 226660 members 
Entering Unmasked Estep 
Score: -27980938.000000 Penalty: 6138.379395
	Iteration 10Q: 3 clusters Score -2.798094e+07 nChanged 3701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 230201 members 
Entering Unmasked Estep 
Score: -27984974.000000 Penalty: 6138.379395
	Iteration 11Q: 3 clusters Score -2.798497e+07 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 231603 members 
Entering Unmasked Estep 
Score: -27986876.000000 Penalty: 6138.379395
	Iteration 12Q: 3 clusters Score -2.798688e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 232148 members 
Entering Unmasked Estep 
Score: -27987704.000000 Penalty: 6138.379395
	Iteration 13Q: 3 clusters Score -2.79877e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 232487 members 
Entering Unmasked Estep 
Score: -27988158.000000 Penalty: 6138.379395
	Iteration 14Q: 3 clusters Score -2.798816e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 232745 members 
Entering Unmasked Estep 
Score: -27988450.000000 Penalty: 6138.379395
	Iteration 15Q: 3 clusters Score -2.798845e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 232924 members 
Entering Unmasked Estep 
Score: -27988548.000000 Penalty: 6138.379395
	Iteration 16Q: 3 clusters Score -2.798855e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 233084 members 
Entering Unmasked Estep 
Score: -27988672.000000 Penalty: 6138.379395
	Iteration 17Q: 3 clusters Score -2.798867e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 233207 members 
Entering Unmasked Estep 
Score: -27988816.000000 Penalty: 6138.379395
	Iteration 18Q: 3 clusters Score -2.798882e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 233304 members 
Entering Unmasked Estep 
Score: -27988888.000000 Penalty: 6138.379395
	Iteration 19Q: 3 clusters Score -2.798889e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 233385 members 
Entering Unmasked Estep 
Score: -27988878.000000 Penalty: 6138.379395
	Iteration 20F: 3 clusters Score -2.798888e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 233462 members 
Entering Unmasked Estep 
Score: -27988926.000000 Penalty: 6138.379395
	Iteration 21Q: 3 clusters Score -2.798893e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 233522 members 
Entering Unmasked Estep 
Score: -27988968.000000 Penalty: 6138.379395
	Iteration 22Q: 3 clusters Score -2.798897e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 233580 members 
Entering Unmasked Estep 
Score: -27989008.000000 Penalty: 6138.379395
	Iteration 23Q: 3 clusters Score -2.798901e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 233630 members 
Entering Unmasked Estep 
Score: -27989056.000000 Penalty: 6138.379395
	Iteration 24Q: 3 clusters Score -2.798906e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 233670 members 
Entering Unmasked Estep 
Score: -27989124.000000 Penalty: 6138.379395
	Iteration 25Q: 3 clusters Score -2.798912e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 233710 members 
Entering Unmasked Estep 
Score: -27989140.000000 Penalty: 6138.379395
	Iteration 26Q: 3 clusters Score -2.798914e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 233743 members 
Entering Unmasked Estep 
Score: -27989122.000000 Penalty: 6138.379395
	Iteration 27Q: 3 clusters Score -2.798912e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 233766 members 
Entering Unmasked Estep 
Score: -27989124.000000 Penalty: 6138.379395
	Iteration 28Q: 3 clusters Score -2.798912e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 233778 members 
Entering Unmasked Estep 
Score: -27989122.000000 Penalty: 6138.379395
	Iteration 29Q: 3 clusters Score -2.798912e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 233788 members 
Entering Unmasked Estep 
Score: -27989150.000000 Penalty: 6138.379395
	Iteration 30Q: 3 clusters Score -2.798915e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 233795 members 
Entering Unmasked Estep 
Score: -27989148.000000 Penalty: 6138.379395
	Iteration 31Q: 3 clusters Score -2.798915e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 233805 members 
Entering Unmasked Estep 
Score: -27989140.000000 Penalty: 6138.379395
	Iteration 32Q: 3 clusters Score -2.798914e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 233818 members 
Entering Unmasked Estep 
Score: -27989114.000000 Penalty: 6138.379395
	Iteration 33Q: 3 clusters Score -2.798911e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 233827 members 
Entering Unmasked Estep 
Score: -27989108.000000 Penalty: 6138.379395
	Iteration 34Q: 3 clusters Score -2.798911e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 233839 members 
Entering Unmasked Estep 
Score: -27989128.000000 Penalty: 6138.379395
	Iteration 35Q: 3 clusters Score -2.798913e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 233852 members 
Entering Unmasked Estep 
Score: -27989152.000000 Penalty: 6138.379395
	Iteration 36Q: 3 clusters Score -2.798915e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 233864 members 
Entering Unmasked Estep 
Score: -27989172.000000 Penalty: 6138.379395
	Iteration 37Q: 3 clusters Score -2.798917e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 233875 members 
Entering Unmasked Estep 
Score: -27989176.000000 Penalty: 6138.379395
	Iteration 38Q: 3 clusters Score -2.798918e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 233885 members 
Entering Unmasked Estep 
Score: -27989164.000000 Penalty: 6138.379395
	Iteration 39Q: 3 clusters Score -2.798916e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 233894 members 
Entering Unmasked Estep 
Score: -27989178.000000 Penalty: 6138.379395
	Iteration 40F: 3 clusters Score -2.798918e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 233897 members 
Entering Unmasked Estep 
Score: -27989170.000000 Penalty: 6138.379395
	Iteration 41Q: 3 clusters Score -2.798917e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 233901 members 
Entering Unmasked Estep 
Score: -27989152.000000 Penalty: 6138.379395
	Iteration 42Q: 3 clusters Score -2.798915e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 233903 members 
Entering Unmasked Estep 
Score: -27989138.000000 Penalty: 6138.379395
	Iteration 43Q: 3 clusters Score -2.798914e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 233906 members 
Entering Unmasked Estep 
Score: -27989148.000000 Penalty: 6138.379395
	Iteration 44Q: 3 clusters Score -2.798915e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 233909 members 
Entering Unmasked Estep 
Score: -27989148.000000 Penalty: 6138.379395
	Iteration 45Q: 3 clusters Score -2.798915e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 233911 members 
Entering Unmasked Estep 
Score: -27989126.000000 Penalty: 6138.379395
	Iteration 46Q: 3 clusters Score -2.798913e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 233914 members 
Entering Unmasked Estep 
Score: -27989154.000000 Penalty: 6138.379395
	Iteration 47Q: 3 clusters Score -2.798915e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 233920 members 
Entering Unmasked Estep 
Score: -27989148.000000 Penalty: 6138.379395
	Iteration 48Q: 3 clusters Score -2.798915e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 233921 members 
Entering Unmasked Estep 
Score: -27989148.000000 Penalty: 6138.379395
	Iteration 49Q: 3 clusters Score -2.798915e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 233923 members 
Entering Unmasked Estep 
Score: -27989160.000000 Penalty: 6138.379395
	Iteration 50Q: 3 clusters Score -2.798916e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 233926 members 
Entering Unmasked Estep 
Score: -27989162.000000 Penalty: 6138.379395
	Iteration 51Q: 3 clusters Score -2.798916e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 233928 members 
Entering Unmasked Estep 
Score: -27989160.000000 Penalty: 6138.379395
	Iteration 52Q: 3 clusters Score -2.798916e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 233928 members 
Entering Unmasked Estep 
Score: -27989160.000000 Penalty: 6138.379395
	Iteration 53F: 3 clusters Score -2.798916e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Entering Unmasked Estep 
Score: -345518.500000 Penalty: 2013.167480
	Iteration 0F: 2 clusters Score -345518.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -342096.281250 Penalty: 4026.334961
	Iteration 0F: 3 clusters Score -342096.3 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -343037.406250 Penalty: 4026.334961
	Iteration 1F: 3 clusters Score -343037.4 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -343339.656250 Penalty: 4026.334961
	Iteration 2F: 3 clusters Score -343339.7 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -343532.562500 Penalty: 4026.334961
	Iteration 3F: 3 clusters Score -343532.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -343671.031250 Penalty: 4026.334961
	Iteration 4Q: 3 clusters Score -343671 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -343743.156250 Penalty: 4026.334961
	Iteration 5Q: 3 clusters Score -343743.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -343786.281250 Penalty: 4026.334961
	Iteration 6Q: 3 clusters Score -343786.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -343822.250000 Penalty: 4026.334961
	Iteration 7Q: 3 clusters Score -343822.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -343851.750000 Penalty: 4026.334961
	Iteration 8Q: 3 clusters Score -343851.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -343883.687500 Penalty: 4026.334961
	Iteration 9Q: 3 clusters Score -343883.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -343914.406250 Penalty: 4026.334961
	Iteration 10Q: 3 clusters Score -343914.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -343940.781250 Penalty: 4026.334961
	Iteration 11Q: 3 clusters Score -343940.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -343959.718750 Penalty: 4026.334961
	Iteration 12Q: 3 clusters Score -343959.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -343980.156250 Penalty: 4026.334961
	Iteration 13Q: 3 clusters Score -343980.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -344004.000000 Penalty: 4026.334961
	Iteration 14Q: 3 clusters Score -344004 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -344050.375000 Penalty: 4026.334961
	Iteration 15Q: 3 clusters Score -344050.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -344103.093750 Penalty: 4026.334961
	Iteration 16Q: 3 clusters Score -344103.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -344143.875000 Penalty: 4026.334961
	Iteration 17Q: 3 clusters Score -344143.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -344167.531250 Penalty: 4026.334961
	Iteration 18Q: 3 clusters Score -344167.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -344190.031250 Penalty: 4026.334961
	Iteration 19Q: 3 clusters Score -344190 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -344211.000000 Penalty: 4026.334961
	Iteration 20F: 3 clusters Score -344211 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -344223.125000 Penalty: 4026.334961
	Iteration 21Q: 3 clusters Score -344223.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -344232.281250 Penalty: 4026.334961
	Iteration 22Q: 3 clusters Score -344232.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -344242.062500 Penalty: 4026.334961
	Iteration 23Q: 3 clusters Score -344242.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -344251.250000 Penalty: 4026.334961
	Iteration 24Q: 3 clusters Score -344251.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -344258.750000 Penalty: 4026.334961
	Iteration 25Q: 3 clusters Score -344258.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -344263.781250 Penalty: 4026.334961
	Iteration 26Q: 3 clusters Score -344263.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -344269.968750 Penalty: 4026.334961
	Iteration 27Q: 3 clusters Score -344270 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -344273.531250 Penalty: 4026.334961
	Iteration 28Q: 3 clusters Score -344273.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -344277.843750 Penalty: 4026.334961
	Iteration 29Q: 3 clusters Score -344277.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -344280.875000 Penalty: 4026.334961
	Iteration 30Q: 3 clusters Score -344280.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -344281.531250 Penalty: 4026.334961
	Iteration 31Q: 3 clusters Score -344281.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -344282.812500 Penalty: 4026.334961
	Iteration 32Q: 3 clusters Score -344282.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -344284.468750 Penalty: 4026.334961
	Iteration 33Q: 3 clusters Score -344284.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -344285.843750 Penalty: 4026.334961
	Iteration 34Q: 3 clusters Score -344285.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -344287.531250 Penalty: 4026.334961
	Iteration 35Q: 3 clusters Score -344287.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -344289.093750 Penalty: 4026.334961
	Iteration 36Q: 3 clusters Score -344289.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -344292.218750 Penalty: 4026.334961
	Iteration 37Q: 3 clusters Score -344292.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -344292.718750 Penalty: 4026.334961
	Iteration 38Q: 3 clusters Score -344292.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -344293.218750 Penalty: 4026.334961
	Iteration 39Q: 3 clusters Score -344293.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -344293.625000 Penalty: 4026.334961
	Iteration 40F: 3 clusters Score -344293.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -344293.906250 Penalty: 4026.334961
	Iteration 41Q: 3 clusters Score -344293.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -344294.968750 Penalty: 4026.334961
	Iteration 42Q: 3 clusters Score -344295 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -344295.437500 Penalty: 4026.334961
	Iteration 43Q: 3 clusters Score -344295.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -344296.125000 Penalty: 4026.334961
	Iteration 44Q: 3 clusters Score -344296.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -344297.281250 Penalty: 4026.334961
	Iteration 45Q: 3 clusters Score -344297.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -344299.562500 Penalty: 4026.334961
	Iteration 46Q: 3 clusters Score -344299.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -344301.031250 Penalty: 4026.334961
	Iteration 47Q: 3 clusters Score -344301 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -344306.218750 Penalty: 4026.334961
	Iteration 48Q: 3 clusters Score -344306.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -344310.156250 Penalty: 4026.334961
	Iteration 49Q: 3 clusters Score -344310.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -344313.937500 Penalty: 4026.334961
	Iteration 50Q: 3 clusters Score -344313.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -344318.875000 Penalty: 4026.334961
	Iteration 51Q: 3 clusters Score -344318.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -344319.781250 Penalty: 4026.334961
	Iteration 52Q: 3 clusters Score -344319.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -344321.625000 Penalty: 4026.334961
	Iteration 53Q: 3 clusters Score -344321.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -344322.812500 Penalty: 4026.334961
	Iteration 54Q: 3 clusters Score -344322.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -344323.062500 Penalty: 4026.334961
	Iteration 55Q: 3 clusters Score -344323.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -344324.906250 Penalty: 4026.334961
	Iteration 56Q: 3 clusters Score -344324.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -344325.156250 Penalty: 4026.334961
	Iteration 57Q: 3 clusters Score -344325.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -344326.562500 Penalty: 4026.334961
	Iteration 58Q: 3 clusters Score -344326.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -344327.437500 Penalty: 4026.334961
	Iteration 59Q: 3 clusters Score -344327.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -344328.750000 Penalty: 4026.334961
	Iteration 60F: 3 clusters Score -344328.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Entering Unmasked Estep 
Score: -438912.312500 Penalty: 2041.447144
	Iteration 0F: 2 clusters Score -438912.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -435157.750000 Penalty: 4082.894287
	Iteration 0F: 3 clusters Score -435157.8 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -436008.375000 Penalty: 4082.894287
	Iteration 1F: 3 clusters Score -436008.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -436218.468750 Penalty: 4082.894287
	Iteration 2F: 3 clusters Score -436218.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -436360.125000 Penalty: 4082.894287
	Iteration 3F: 3 clusters Score -436360.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -436473.625000 Penalty: 4082.894287
	Iteration 4Q: 3 clusters Score -436473.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -436561.812500 Penalty: 4082.894287
	Iteration 5Q: 3 clusters Score -436561.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -436640.343750 Penalty: 4082.894287
	Iteration 6Q: 3 clusters Score -436640.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -436704.718750 Penalty: 4082.894287
	Iteration 7Q: 3 clusters Score -436704.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -436762.093750 Penalty: 4082.894287
	Iteration 8Q: 3 clusters Score -436762.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -436813.937500 Penalty: 4082.894287
	Iteration 9Q: 3 clusters Score -436813.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -436870.062500 Penalty: 4082.894287
	Iteration 10Q: 3 clusters Score -436870.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -436919.250000 Penalty: 4082.894287
	Iteration 11Q: 3 clusters Score -436919.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -436970.125000 Penalty: 4082.894287
	Iteration 12Q: 3 clusters Score -436970.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -437031.656250 Penalty: 4082.894287
	Iteration 13Q: 3 clusters Score -437031.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -437085.093750 Penalty: 4082.894287
	Iteration 14Q: 3 clusters Score -437085.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -437132.062500 Penalty: 4082.894287
	Iteration 15Q: 3 clusters Score -437132.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -437177.250000 Penalty: 4082.894287
	Iteration 16Q: 3 clusters Score -437177.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -437219.750000 Penalty: 4082.894287
	Iteration 17Q: 3 clusters Score -437219.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -437266.781250 Penalty: 4082.894287
	Iteration 18Q: 3 clusters Score -437266.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -437304.031250 Penalty: 4082.894287
	Iteration 19Q: 3 clusters Score -437304 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -437330.343750 Penalty: 4082.894287
	Iteration 20F: 3 clusters Score -437330.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -437361.187500 Penalty: 4082.894287
	Iteration 21Q: 3 clusters Score -437361.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -437385.625000 Penalty: 4082.894287
	Iteration 22Q: 3 clusters Score -437385.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -437410.500000 Penalty: 4082.894287
	Iteration 23Q: 3 clusters Score -437410.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -437431.437500 Penalty: 4082.894287
	Iteration 24Q: 3 clusters Score -437431.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -437443.968750 Penalty: 4082.894287
	Iteration 25Q: 3 clusters Score -437444 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -437451.812500 Penalty: 4082.894287
	Iteration 26Q: 3 clusters Score -437451.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -437465.187500 Penalty: 4082.894287
	Iteration 27Q: 3 clusters Score -437465.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -437477.718750 Penalty: 4082.894287
	Iteration 28Q: 3 clusters Score -437477.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -437484.718750 Penalty: 4082.894287
	Iteration 29Q: 3 clusters Score -437484.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -437488.000000 Penalty: 4082.894287
	Iteration 30Q: 3 clusters Score -437488 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -437491.531250 Penalty: 4082.894287
	Iteration 31Q: 3 clusters Score -437491.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -437496.281250 Penalty: 4082.894287
	Iteration 32Q: 3 clusters Score -437496.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -437501.500000 Penalty: 4082.894287
	Iteration 33Q: 3 clusters Score -437501.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -437502.718750 Penalty: 4082.894287
	Iteration 34Q: 3 clusters Score -437502.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -437503.562500 Penalty: 4082.894287
	Iteration 35Q: 3 clusters Score -437503.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -437505.906250 Penalty: 4082.894287
	Iteration 36Q: 3 clusters Score -437505.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -437506.562500 Penalty: 4082.894287
	Iteration 37Q: 3 clusters Score -437506.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -437506.812500 Penalty: 4082.894287
	Iteration 38Q: 3 clusters Score -437506.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -437508.062500 Penalty: 4082.894287
	Iteration 39Q: 3 clusters Score -437508.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -437508.062500 Penalty: 4082.894287
	Iteration 40F: 3 clusters Score -437508.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (5564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Entering Unmasked Estep 
Score: -600285.062500 Penalty: 2138.770020
	Iteration 0F: 2 clusters Score -600285.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -595385.500000 Penalty: 4277.540039
	Iteration 0F: 3 clusters Score -595385.5 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -596627.125000 Penalty: 4277.540039
	Iteration 1F: 3 clusters Score -596627.1 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -596944.500000 Penalty: 4277.540039
	Iteration 2F: 3 clusters Score -596944.5 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -597208.187500 Penalty: 4277.540039
	Iteration 3F: 3 clusters Score -597208.2 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -597482.687500 Penalty: 4277.540039
	Iteration 4F: 3 clusters Score -597482.7 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -597795.125000 Penalty: 4277.540039
	Iteration 5F: 3 clusters Score -597795.1 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -598044.250000 Penalty: 4277.540039
	Iteration 6F: 3 clusters Score -598044.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -598263.937500 Penalty: 4277.540039
	Iteration 7Q: 3 clusters Score -598263.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -598437.375000 Penalty: 4277.540039
	Iteration 8Q: 3 clusters Score -598437.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -598583.937500 Penalty: 4277.540039
	Iteration 9Q: 3 clusters Score -598583.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -598726.375000 Penalty: 4277.540039
	Iteration 10Q: 3 clusters Score -598726.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -598821.687500 Penalty: 4277.540039
	Iteration 11Q: 3 clusters Score -598821.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -598888.812500 Penalty: 4277.540039
	Iteration 12Q: 3 clusters Score -598888.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -598931.937500 Penalty: 4277.540039
	Iteration 13Q: 3 clusters Score -598931.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -598965.875000 Penalty: 4277.540039
	Iteration 14Q: 3 clusters Score -598965.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -598991.625000 Penalty: 4277.540039
	Iteration 15Q: 3 clusters Score -598991.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -599019.375000 Penalty: 4277.540039
	Iteration 16Q: 3 clusters Score -599019.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -599036.062500 Penalty: 4277.540039
	Iteration 17Q: 3 clusters Score -599036.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -599052.125000 Penalty: 4277.540039
	Iteration 18Q: 3 clusters Score -599052.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -599064.187500 Penalty: 4277.540039
	Iteration 19Q: 3 clusters Score -599064.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -599072.312500 Penalty: 4277.540039
	Iteration 20F: 3 clusters Score -599072.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -599076.437500 Penalty: 4277.540039
	Iteration 21Q: 3 clusters Score -599076.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -599080.500000 Penalty: 4277.540039
	Iteration 22Q: 3 clusters Score -599080.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -599081.937500 Penalty: 4277.540039
	Iteration 23Q: 3 clusters Score -599081.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -599086.000000 Penalty: 4277.540039
	Iteration 24Q: 3 clusters Score -599086 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -599089.000000 Penalty: 4277.540039
	Iteration 25Q: 3 clusters Score -599089 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -599090.937500 Penalty: 4277.540039
	Iteration 26Q: 3 clusters Score -599090.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -599091.062500 Penalty: 4277.540039
	Iteration 27Q: 3 clusters Score -599091.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -599091.062500 Penalty: 4277.540039
	Iteration 28F: 3 clusters Score -599091.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (72875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72875 members 
Entering Unmasked Estep 
Score: -7928408.500000 Penalty: 2776.732178
	Iteration 0F: 2 clusters Score -7928408 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36290 members 
Mstep: Class 2 contains 36585 members 
Entering Unmasked Estep 
Score: -7879594.500000 Penalty: 5553.464355
	Iteration 0F: 3 clusters Score -7879594 nChanged 34057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34627 members 
Mstep: Class 2 contains 38248 members 
Entering Unmasked Estep 
Score: -7899331.000000 Penalty: 5553.464355
	Iteration 1F: 3 clusters Score -7899331 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33670 members 
Mstep: Class 2 contains 39205 members 
Entering Unmasked Estep 
Score: -7900626.500000 Penalty: 5553.464355
	Iteration 2Q: 3 clusters Score -7900626 nChanged 3693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32189 members 
Mstep: Class 2 contains 40686 members 
Entering Unmasked Estep 
Score: -7902354.500000 Penalty: 5553.464355
	Iteration 3F: 3 clusters Score -7902354 nChanged 4023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30242 members 
Mstep: Class 2 contains 42633 members 
Entering Unmasked Estep 
Score: -7904507.500000 Penalty: 5553.464355
	Iteration 4F: 3 clusters Score -7904508 nChanged 4377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27771 members 
Mstep: Class 2 contains 45104 members 
Entering Unmasked Estep 
Score: -7906995.500000 Penalty: 5553.464355
	Iteration 5F: 3 clusters Score -7906996 nChanged 4651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24754 members 
Mstep: Class 2 contains 48121 members 
Entering Unmasked Estep 
Score: -7909986.000000 Penalty: 5553.464355
	Iteration 6F: 3 clusters Score -7909986 nChanged 4516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21498 members 
Mstep: Class 2 contains 51377 members 
Entering Unmasked Estep 
Score: -7913023.000000 Penalty: 5553.464355
	Iteration 7F: 3 clusters Score -7913023 nChanged 4010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18254 members 
Mstep: Class 2 contains 54621 members 
Entering Unmasked Estep 
Score: -7916074.000000 Penalty: 5553.464355
	Iteration 8F: 3 clusters Score -7916074 nChanged 3413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15373 members 
Mstep: Class 2 contains 57502 members 
Entering Unmasked Estep 
Score: -7918616.500000 Penalty: 5553.464355
	Iteration 9Q: 3 clusters Score -7918616 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13052 members 
Mstep: Class 2 contains 59823 members 
Entering Unmasked Estep 
Score: -7920383.500000 Penalty: 5553.464355
	Iteration 10Q: 3 clusters Score -7920384 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 61702 members 
Entering Unmasked Estep 
Score: -7921660.000000 Penalty: 5553.464355
	Iteration 11Q: 3 clusters Score -7921660 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 63235 members 
Entering Unmasked Estep 
Score: -7922580.000000 Penalty: 5553.464355
	Iteration 12Q: 3 clusters Score -7922580 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 64506 members 
Entering Unmasked Estep 
Score: -7923255.000000 Penalty: 5553.464355
	Iteration 13Q: 3 clusters Score -7923255 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 65552 members 
Entering Unmasked Estep 
Score: -7923809.500000 Penalty: 5553.464355
	Iteration 14Q: 3 clusters Score -7923810 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 66475 members 
Entering Unmasked Estep 
Score: -7924291.500000 Penalty: 5553.464355
	Iteration 15Q: 3 clusters Score -7924292 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 67303 members 
Entering Unmasked Estep 
Score: -7924745.500000 Penalty: 5553.464355
	Iteration 16Q: 3 clusters Score -7924746 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 68031 members 
Entering Unmasked Estep 
Score: -7925061.500000 Penalty: 5553.464355
	Iteration 17Q: 3 clusters Score -7925062 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 68615 members 
Entering Unmasked Estep 
Score: -7925354.000000 Penalty: 5553.464355
	Iteration 18Q: 3 clusters Score -7925354 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 69109 members 
Entering Unmasked Estep 
Score: -7925569.000000 Penalty: 5553.464355
	Iteration 19Q: 3 clusters Score -7925569 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 69520 members 
Entering Unmasked Estep 
Score: -7925804.500000 Penalty: 5553.464355
	Iteration 20F: 3 clusters Score -7925804 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 69895 members 
Entering Unmasked Estep 
Score: -7926035.500000 Penalty: 5553.464355
	Iteration 21Q: 3 clusters Score -7926036 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 70191 members 
Entering Unmasked Estep 
Score: -7926252.500000 Penalty: 5553.464355
	Iteration 22Q: 3 clusters Score -7926252 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 70421 members 
Entering Unmasked Estep 
Score: -7926468.000000 Penalty: 5553.464355
	Iteration 23Q: 3 clusters Score -7926468 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 70581 members 
Entering Unmasked Estep 
Score: -7926653.500000 Penalty: 5553.464355
	Iteration 24Q: 3 clusters Score -7926654 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 70692 members 
Entering Unmasked Estep 
Score: -7926824.000000 Penalty: 5553.464355
	Iteration 25Q: 3 clusters Score -7926824 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 70769 members 
Entering Unmasked Estep 
Score: -7926934.000000 Penalty: 5553.464355
	Iteration 26Q: 3 clusters Score -7926934 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 70800 members 
Entering Unmasked Estep 
Score: -7927007.500000 Penalty: 5553.464355
	Iteration 27Q: 3 clusters Score -7927008 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 70840 members 
Entering Unmasked Estep 
Score: -7927048.500000 Penalty: 5553.464355
	Iteration 28Q: 3 clusters Score -7927048 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 70868 members 
Entering Unmasked Estep 
Score: -7927110.500000 Penalty: 5553.464355
	Iteration 29Q: 3 clusters Score -7927110 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 70892 members 
Entering Unmasked Estep 
Score: -7927127.000000 Penalty: 5553.464355
	Iteration 30Q: 3 clusters Score -7927127 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 70909 members 
Entering Unmasked Estep 
Score: -7927154.500000 Penalty: 5553.464355
	Iteration 31Q: 3 clusters Score -7927154 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 70925 members 
Entering Unmasked Estep 
Score: -7927172.500000 Penalty: 5553.464355
	Iteration 32Q: 3 clusters Score -7927172 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 70940 members 
Entering Unmasked Estep 
Score: -7927178.500000 Penalty: 5553.464355
	Iteration 33Q: 3 clusters Score -7927178 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 70957 members 
Entering Unmasked Estep 
Score: -7927205.000000 Penalty: 5553.464355
	Iteration 34Q: 3 clusters Score -7927205 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 70966 members 
Entering Unmasked Estep 
Score: -7927225.000000 Penalty: 5553.464355
	Iteration 35Q: 3 clusters Score -7927225 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 70981 members 
Entering Unmasked Estep 
Score: -7927242.000000 Penalty: 5553.464355
	Iteration 36Q: 3 clusters Score -7927242 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 70993 members 
Entering Unmasked Estep 
Score: -7927263.000000 Penalty: 5553.464355
	Iteration 37Q: 3 clusters Score -7927263 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 71013 members 
Entering Unmasked Estep 
Score: -7927272.500000 Penalty: 5553.464355
	Iteration 38Q: 3 clusters Score -7927272 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 71019 members 
Entering Unmasked Estep 
Score: -7927275.000000 Penalty: 5553.464355
	Iteration 39Q: 3 clusters Score -7927275 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 71030 members 
Entering Unmasked Estep 
Score: -7927290.500000 Penalty: 5553.464355
	Iteration 40F: 3 clusters Score -7927290 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 71048 members 
Entering Unmasked Estep 
Score: -7927296.000000 Penalty: 5553.464355
	Iteration 41Q: 3 clusters Score -7927296 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 71053 members 
Entering Unmasked Estep 
Score: -7927299.500000 Penalty: 5553.464355
	Iteration 42Q: 3 clusters Score -7927300 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 71049 members 
Entering Unmasked Estep 
Score: -7927293.000000 Penalty: 5553.464355
	Iteration 43Q: 3 clusters Score -7927293 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 71048 members 
Entering Unmasked Estep 
Score: -7927298.000000 Penalty: 5553.464355
	Iteration 44Q: 3 clusters Score -7927298 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 71052 members 
Entering Unmasked Estep 
Score: -7927291.500000 Penalty: 5553.464355
	Iteration 45Q: 3 clusters Score -7927292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 71052 members 
Entering Unmasked Estep 
Score: -7927291.000000 Penalty: 5553.464355
	Iteration 46Q: 3 clusters Score -7927291 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 71052 members 
Entering Unmasked Estep 
Score: -7927293.500000 Penalty: 5553.464355
	Iteration 47Q: 3 clusters Score -7927294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 71053 members 
Entering Unmasked Estep 
Score: -7927295.500000 Penalty: 5553.464355
	Iteration 48Q: 3 clusters Score -7927296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 71051 members 
Entering Unmasked Estep 
Score: -7927292.500000 Penalty: 5553.464355
	Iteration 49Q: 3 clusters Score -7927292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 71051 members 
Entering Unmasked Estep 
Score: -7927296.000000 Penalty: 5553.464355
	Iteration 50Q: 3 clusters Score -7927296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 71052 members 
Entering Unmasked Estep 
Score: -7927289.000000 Penalty: 5553.464355
	Iteration 51Q: 3 clusters Score -7927289 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 71054 members 
Entering Unmasked Estep 
Score: -7927292.500000 Penalty: 5553.464355
	Iteration 52Q: 3 clusters Score -7927292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 71056 members 
Entering Unmasked Estep 
Score: -7927293.500000 Penalty: 5553.464355
	Iteration 53Q: 3 clusters Score -7927294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 71057 members 
Entering Unmasked Estep 
Score: -7927291.000000 Penalty: 5553.464355
	Iteration 54Q: 3 clusters Score -7927291 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 71054 members 
Entering Unmasked Estep 
Score: -7927294.000000 Penalty: 5553.464355
	Iteration 55Q: 3 clusters Score -7927294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 71053 members 
Entering Unmasked Estep 
Score: -7927296.000000 Penalty: 5553.464355
	Iteration 56Q: 3 clusters Score -7927296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 71054 members 
Entering Unmasked Estep 
Score: -7927293.000000 Penalty: 5553.464355
	Iteration 57Q: 3 clusters Score -7927293 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 71054 members 
Entering Unmasked Estep 
Score: -7927293.000000 Penalty: 5553.464355
	Iteration 58F: 3 clusters Score -7927293 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Entering Unmasked Estep 
Score: -568079.312500 Penalty: 2113.895264
	Iteration 0F: 2 clusters Score -568079.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -563509.187500 Penalty: 4227.790527
	Iteration 0F: 3 clusters Score -563509.2 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -564586.187500 Penalty: 4227.790527
	Iteration 1F: 3 clusters Score -564586.2 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -564815.375000 Penalty: 4227.790527
	Iteration 2F: 3 clusters Score -564815.4 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -564970.875000 Penalty: 4227.790527
	Iteration 3F: 3 clusters Score -564970.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -565120.812500 Penalty: 4227.790527
	Iteration 4Q: 3 clusters Score -565120.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -565266.375000 Penalty: 4227.790527
	Iteration 5Q: 3 clusters Score -565266.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -565439.750000 Penalty: 4227.790527
	Iteration 6Q: 3 clusters Score -565439.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -565599.125000 Penalty: 4227.790527
	Iteration 7Q: 3 clusters Score -565599.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -565749.687500 Penalty: 4227.790527
	Iteration 8Q: 3 clusters Score -565749.7 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -565919.500000 Penalty: 4227.790527
	Iteration 9Q: 3 clusters Score -565919.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -566103.812500 Penalty: 4227.790527
	Iteration 10Q: 3 clusters Score -566103.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -566297.812500 Penalty: 4227.790527
	Iteration 11Q: 3 clusters Score -566297.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -566421.375000 Penalty: 4227.790527
	Iteration 12Q: 3 clusters Score -566421.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -566505.687500 Penalty: 4227.790527
	Iteration 13Q: 3 clusters Score -566505.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -566564.187500 Penalty: 4227.790527
	Iteration 14Q: 3 clusters Score -566564.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -566601.937500 Penalty: 4227.790527
	Iteration 15Q: 3 clusters Score -566601.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -566628.500000 Penalty: 4227.790527
	Iteration 16Q: 3 clusters Score -566628.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -566646.750000 Penalty: 4227.790527
	Iteration 17Q: 3 clusters Score -566646.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -566660.187500 Penalty: 4227.790527
	Iteration 18Q: 3 clusters Score -566660.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -566673.250000 Penalty: 4227.790527
	Iteration 19Q: 3 clusters Score -566673.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -566682.437500 Penalty: 4227.790527
	Iteration 20F: 3 clusters Score -566682.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -566687.812500 Penalty: 4227.790527
	Iteration 21Q: 3 clusters Score -566687.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -566692.500000 Penalty: 4227.790527
	Iteration 22Q: 3 clusters Score -566692.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -566694.750000 Penalty: 4227.790527
	Iteration 23Q: 3 clusters Score -566694.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -566695.687500 Penalty: 4227.790527
	Iteration 24Q: 3 clusters Score -566695.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -566698.062500 Penalty: 4227.790527
	Iteration 25Q: 3 clusters Score -566698.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -566699.437500 Penalty: 4227.790527
	Iteration 26Q: 3 clusters Score -566699.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -566697.812500 Penalty: 4227.790527
	Iteration 27Q: 3 clusters Score -566697.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -566701.187500 Penalty: 4227.790527
	Iteration 28Q: 3 clusters Score -566701.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -566702.312500 Penalty: 4227.790527
	Iteration 29Q: 3 clusters Score -566702.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -566702.562500 Penalty: 4227.790527
	Iteration 30Q: 3 clusters Score -566702.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -566704.062500 Penalty: 4227.790527
	Iteration 31Q: 3 clusters Score -566704.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -566705.812500 Penalty: 4227.790527
	Iteration 32Q: 3 clusters Score -566705.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -566707.625000 Penalty: 4227.790527
	Iteration 33Q: 3 clusters Score -566707.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -566707.625000 Penalty: 4227.790527
	Iteration 34F: 3 clusters Score -566707.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (3155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Entering Unmasked Estep 
Score: -360016.875000 Penalty: 1998.072388
	Iteration 0F: 2 clusters Score -360016.9 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 1610 members 
Entering Unmasked Estep 
Score: -356672.125000 Penalty: 3996.144775
	Iteration 0F: 3 clusters Score -356672.1 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -357374.343750 Penalty: 3996.144775
	Iteration 1F: 3 clusters Score -357374.3 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -357568.781250 Penalty: 3996.144775
	Iteration 2F: 3 clusters Score -357568.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -357707.968750 Penalty: 3996.144775
	Iteration 3F: 3 clusters Score -357708 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -357832.593750 Penalty: 3996.144775
	Iteration 4Q: 3 clusters Score -357832.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -357964.000000 Penalty: 3996.144775
	Iteration 5Q: 3 clusters Score -357964 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -358061.750000 Penalty: 3996.144775
	Iteration 6Q: 3 clusters Score -358061.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -358150.031250 Penalty: 3996.144775
	Iteration 7Q: 3 clusters Score -358150 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -358223.312500 Penalty: 3996.144775
	Iteration 8Q: 3 clusters Score -358223.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -358273.468750 Penalty: 3996.144775
	Iteration 9Q: 3 clusters Score -358273.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -358316.187500 Penalty: 3996.144775
	Iteration 10Q: 3 clusters Score -358316.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -358346.062500 Penalty: 3996.144775
	Iteration 11Q: 3 clusters Score -358346.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -358362.968750 Penalty: 3996.144775
	Iteration 12Q: 3 clusters Score -358363 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -358373.312500 Penalty: 3996.144775
	Iteration 13Q: 3 clusters Score -358373.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -358381.875000 Penalty: 3996.144775
	Iteration 14Q: 3 clusters Score -358381.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -358393.187500 Penalty: 3996.144775
	Iteration 15Q: 3 clusters Score -358393.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -358402.875000 Penalty: 3996.144775
	Iteration 16Q: 3 clusters Score -358402.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -358409.093750 Penalty: 3996.144775
	Iteration 17Q: 3 clusters Score -358409.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -358411.500000 Penalty: 3996.144775
	Iteration 18Q: 3 clusters Score -358411.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -358414.000000 Penalty: 3996.144775
	Iteration 19Q: 3 clusters Score -358414 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -358416.125000 Penalty: 3996.144775
	Iteration 20F: 3 clusters Score -358416.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -358418.906250 Penalty: 3996.144775
	Iteration 21Q: 3 clusters Score -358418.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -358421.875000 Penalty: 3996.144775
	Iteration 22Q: 3 clusters Score -358421.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -358423.312500 Penalty: 3996.144775
	Iteration 23Q: 3 clusters Score -358423.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -358423.750000 Penalty: 3996.144775
	Iteration 24Q: 3 clusters Score -358423.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -358425.187500 Penalty: 3996.144775
	Iteration 25Q: 3 clusters Score -358425.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -358425.187500 Penalty: 3996.144775
	Iteration 26F: 3 clusters Score -358425.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (4122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Entering Unmasked Estep 
Score: -491759.437500 Penalty: 2064.375244
	Iteration 0F: 2 clusters Score -491759.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -487830.625000 Penalty: 4128.750488
	Iteration 0F: 3 clusters Score -487830.6 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -488686.625000 Penalty: 4128.750488
	Iteration 1F: 3 clusters Score -488686.6 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -488883.468750 Penalty: 4128.750488
	Iteration 2F: 3 clusters Score -488883.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -488998.937500 Penalty: 4128.750488
	Iteration 3Q: 3 clusters Score -488998.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -489065.468750 Penalty: 4128.750488
	Iteration 4Q: 3 clusters Score -489065.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -489112.750000 Penalty: 4128.750488
	Iteration 5Q: 3 clusters Score -489112.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -489147.031250 Penalty: 4128.750488
	Iteration 6Q: 3 clusters Score -489147 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -489186.093750 Penalty: 4128.750488
	Iteration 7Q: 3 clusters Score -489186.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -489224.906250 Penalty: 4128.750488
	Iteration 8Q: 3 clusters Score -489224.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -489267.687500 Penalty: 4128.750488
	Iteration 9Q: 3 clusters Score -489267.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -489304.625000 Penalty: 4128.750488
	Iteration 10Q: 3 clusters Score -489304.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -489341.187500 Penalty: 4128.750488
	Iteration 11Q: 3 clusters Score -489341.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -489374.281250 Penalty: 4128.750488
	Iteration 12Q: 3 clusters Score -489374.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -489399.312500 Penalty: 4128.750488
	Iteration 13Q: 3 clusters Score -489399.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -489416.750000 Penalty: 4128.750488
	Iteration 14Q: 3 clusters Score -489416.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -489430.312500 Penalty: 4128.750488
	Iteration 15Q: 3 clusters Score -489430.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -489443.906250 Penalty: 4128.750488
	Iteration 16Q: 3 clusters Score -489443.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -489454.375000 Penalty: 4128.750488
	Iteration 17Q: 3 clusters Score -489454.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -489468.500000 Penalty: 4128.750488
	Iteration 18Q: 3 clusters Score -489468.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -489484.875000 Penalty: 4128.750488
	Iteration 19Q: 3 clusters Score -489484.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -489509.187500 Penalty: 4128.750488
	Iteration 20F: 3 clusters Score -489509.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -489542.250000 Penalty: 4128.750488
	Iteration 21Q: 3 clusters Score -489542.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -489564.062500 Penalty: 4128.750488
	Iteration 22Q: 3 clusters Score -489564.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -489587.093750 Penalty: 4128.750488
	Iteration 23Q: 3 clusters Score -489587.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -489611.937500 Penalty: 4128.750488
	Iteration 24Q: 3 clusters Score -489611.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -489628.906250 Penalty: 4128.750488
	Iteration 25Q: 3 clusters Score -489628.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -489646.937500 Penalty: 4128.750488
	Iteration 26Q: 3 clusters Score -489646.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -489663.281250 Penalty: 4128.750488
	Iteration 27Q: 3 clusters Score -489663.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -489678.656250 Penalty: 4128.750488
	Iteration 28Q: 3 clusters Score -489678.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -489693.593750 Penalty: 4128.750488
	Iteration 29Q: 3 clusters Score -489693.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -489708.031250 Penalty: 4128.750488
	Iteration 30Q: 3 clusters Score -489708 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -489720.156250 Penalty: 4128.750488
	Iteration 31Q: 3 clusters Score -489720.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -489733.156250 Penalty: 4128.750488
	Iteration 32Q: 3 clusters Score -489733.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -489743.812500 Penalty: 4128.750488
	Iteration 33Q: 3 clusters Score -489743.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -489755.000000 Penalty: 4128.750488
	Iteration 34Q: 3 clusters Score -489755 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -489765.750000 Penalty: 4128.750488
	Iteration 35Q: 3 clusters Score -489765.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -489776.968750 Penalty: 4128.750488
	Iteration 36Q: 3 clusters Score -489777 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -489785.218750 Penalty: 4128.750488
	Iteration 37Q: 3 clusters Score -489785.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -489792.593750 Penalty: 4128.750488
	Iteration 38Q: 3 clusters Score -489792.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -489798.593750 Penalty: 4128.750488
	Iteration 39Q: 3 clusters Score -489798.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -489802.437500 Penalty: 4128.750488
	Iteration 40F: 3 clusters Score -489802.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -489805.000000 Penalty: 4128.750488
	Iteration 41Q: 3 clusters Score -489805 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -489804.843750 Penalty: 4128.750488
	Iteration 42Q: 3 clusters Score -489804.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -489804.843750 Penalty: 4128.750488
	Iteration 43F: 3 clusters Score -489804.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (15412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15412 members 
Entering Unmasked Estep 
Score: -1849450.625000 Penalty: 2391.439453
	Iteration 0F: 2 clusters Score -1849451 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -1838352.750000 Penalty: 4782.878906
	Iteration 0F: 3 clusters Score -1838353 nChanged 6672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -1841771.625000 Penalty: 4782.878906
	Iteration 1F: 3 clusters Score -1841772 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -1842069.500000 Penalty: 4782.878906
	Iteration 2F: 3 clusters Score -1842070 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -1842279.000000 Penalty: 4782.878906
	Iteration 3Q: 3 clusters Score -1842279 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -1842442.500000 Penalty: 4782.878906
	Iteration 4Q: 3 clusters Score -1842442 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -1842564.375000 Penalty: 4782.878906
	Iteration 5Q: 3 clusters Score -1842564 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -1842673.500000 Penalty: 4782.878906
	Iteration 6Q: 3 clusters Score -1842674 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -1842758.500000 Penalty: 4782.878906
	Iteration 7Q: 3 clusters Score -1842758 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -1842819.125000 Penalty: 4782.878906
	Iteration 8Q: 3 clusters Score -1842819 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -1842884.125000 Penalty: 4782.878906
	Iteration 9Q: 3 clusters Score -1842884 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -1842937.500000 Penalty: 4782.878906
	Iteration 10Q: 3 clusters Score -1842938 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -1842997.750000 Penalty: 4782.878906
	Iteration 11Q: 3 clusters Score -1842998 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -1843087.125000 Penalty: 4782.878906
	Iteration 12Q: 3 clusters Score -1843087 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -1843175.250000 Penalty: 4782.878906
	Iteration 13Q: 3 clusters Score -1843175 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -1843294.750000 Penalty: 4782.878906
	Iteration 14Q: 3 clusters Score -1843295 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -1843446.750000 Penalty: 4782.878906
	Iteration 15Q: 3 clusters Score -1843447 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -1843629.000000 Penalty: 4782.878906
	Iteration 16Q: 3 clusters Score -1843629 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -1843880.000000 Penalty: 4782.878906
	Iteration 17Q: 3 clusters Score -1843880 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -1844201.250000 Penalty: 4782.878906
	Iteration 18Q: 3 clusters Score -1844201 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -1844592.375000 Penalty: 4782.878906
	Iteration 19Q: 3 clusters Score -1844592 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12411 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -1845033.625000 Penalty: 4782.878906
	Iteration 20F: 3 clusters Score -1845034 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13053 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -1845501.125000 Penalty: 4782.878906
	Iteration 21Q: 3 clusters Score -1845501 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13653 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -1845983.875000 Penalty: 4782.878906
	Iteration 22Q: 3 clusters Score -1845984 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14167 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1846425.125000 Penalty: 4782.878906
	Iteration 23Q: 3 clusters Score -1846425 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14532 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1846765.000000 Penalty: 4782.878906
	Iteration 24Q: 3 clusters Score -1846765 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14764 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1846997.000000 Penalty: 4782.878906
	Iteration 25Q: 3 clusters Score -1846997 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14899 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1847148.750000 Penalty: 4782.878906
	Iteration 26Q: 3 clusters Score -1847149 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14970 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1847230.500000 Penalty: 4782.878906
	Iteration 27Q: 3 clusters Score -1847230 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15012 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1847288.375000 Penalty: 4782.878906
	Iteration 28Q: 3 clusters Score -1847288 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15026 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1847316.000000 Penalty: 4782.878906
	Iteration 29Q: 3 clusters Score -1847316 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15043 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1847331.000000 Penalty: 4782.878906
	Iteration 30Q: 3 clusters Score -1847331 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15054 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1847344.875000 Penalty: 4782.878906
	Iteration 31Q: 3 clusters Score -1847345 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15060 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1847351.750000 Penalty: 4782.878906
	Iteration 32Q: 3 clusters Score -1847352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15064 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -1847357.750000 Penalty: 4782.878906
	Iteration 33Q: 3 clusters Score -1847358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15069 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1847360.125000 Penalty: 4782.878906
	Iteration 34Q: 3 clusters Score -1847360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15070 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1847361.250000 Penalty: 4782.878906
	Iteration 35Q: 3 clusters Score -1847361 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15071 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1847365.250000 Penalty: 4782.878906
	Iteration 36Q: 3 clusters Score -1847365 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15071 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1847365.250000 Penalty: 4782.878906
	Iteration 37F: 3 clusters Score -1847365 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (8851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Entering Unmasked Estep 
Score: -928702.750000 Penalty: 2253.894775
	Iteration 0F: 2 clusters Score -928702.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -921755.375000 Penalty: 4507.789551
	Iteration 0F: 3 clusters Score -921755.4 nChanged 3628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -923769.937500 Penalty: 4507.789551
	Iteration 1F: 3 clusters Score -923769.9 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -924074.500000 Penalty: 4507.789551
	Iteration 2F: 3 clusters Score -924074.5 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -924286.437500 Penalty: 4507.789551
	Iteration 3Q: 3 clusters Score -924286.4 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -924472.437500 Penalty: 4507.789551
	Iteration 4Q: 3 clusters Score -924472.4 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -924660.562500 Penalty: 4507.789551
	Iteration 5Q: 3 clusters Score -924660.6 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -924832.062500 Penalty: 4507.789551
	Iteration 6Q: 3 clusters Score -924832.1 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -924993.312500 Penalty: 4507.789551
	Iteration 7Q: 3 clusters Score -924993.3 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -925142.875000 Penalty: 4507.789551
	Iteration 8Q: 3 clusters Score -925142.9 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -925298.812500 Penalty: 4507.789551
	Iteration 9Q: 3 clusters Score -925298.8 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -925469.687500 Penalty: 4507.789551
	Iteration 10Q: 3 clusters Score -925469.7 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -925630.750000 Penalty: 4507.789551
	Iteration 11Q: 3 clusters Score -925630.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -925799.625000 Penalty: 4507.789551
	Iteration 12Q: 3 clusters Score -925799.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -925946.000000 Penalty: 4507.789551
	Iteration 13Q: 3 clusters Score -925946 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -926088.312500 Penalty: 4507.789551
	Iteration 14Q: 3 clusters Score -926088.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -926215.437500 Penalty: 4507.789551
	Iteration 15Q: 3 clusters Score -926215.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -926313.375000 Penalty: 4507.789551
	Iteration 16Q: 3 clusters Score -926313.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -926414.125000 Penalty: 4507.789551
	Iteration 17Q: 3 clusters Score -926414.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -926506.312500 Penalty: 4507.789551
	Iteration 18Q: 3 clusters Score -926506.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -926573.125000 Penalty: 4507.789551
	Iteration 19Q: 3 clusters Score -926573.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -926616.500000 Penalty: 4507.789551
	Iteration 20F: 3 clusters Score -926616.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -926657.937500 Penalty: 4507.789551
	Iteration 21Q: 3 clusters Score -926657.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -926706.187500 Penalty: 4507.789551
	Iteration 22Q: 3 clusters Score -926706.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -926734.500000 Penalty: 4507.789551
	Iteration 23Q: 3 clusters Score -926734.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -926754.000000 Penalty: 4507.789551
	Iteration 24Q: 3 clusters Score -926754 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -926772.250000 Penalty: 4507.789551
	Iteration 25Q: 3 clusters Score -926772.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -926783.250000 Penalty: 4507.789551
	Iteration 26Q: 3 clusters Score -926783.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -926794.875000 Penalty: 4507.789551
	Iteration 27Q: 3 clusters Score -926794.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -926808.187500 Penalty: 4507.789551
	Iteration 28Q: 3 clusters Score -926808.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -926816.812500 Penalty: 4507.789551
	Iteration 29Q: 3 clusters Score -926816.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -926826.687500 Penalty: 4507.789551
	Iteration 30Q: 3 clusters Score -926826.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -926835.187500 Penalty: 4507.789551
	Iteration 31Q: 3 clusters Score -926835.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -926843.437500 Penalty: 4507.789551
	Iteration 32Q: 3 clusters Score -926843.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -926850.750000 Penalty: 4507.789551
	Iteration 33Q: 3 clusters Score -926850.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -926857.937500 Penalty: 4507.789551
	Iteration 34Q: 3 clusters Score -926857.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -926861.062500 Penalty: 4507.789551
	Iteration 35Q: 3 clusters Score -926861.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -926862.812500 Penalty: 4507.789551
	Iteration 36Q: 3 clusters Score -926862.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -926862.812500 Penalty: 4507.789551
	Iteration 37F: 3 clusters Score -926862.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (8934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Entering Unmasked Estep 
Score: -1007996.312500 Penalty: 2256.209473
	Iteration 0F: 2 clusters Score -1007996 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -1000977.375000 Penalty: 4512.418945
	Iteration 0F: 3 clusters Score -1000977 nChanged 3710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -1002911.125000 Penalty: 4512.418945
	Iteration 1F: 3 clusters Score -1002911 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -1003171.500000 Penalty: 4512.418945
	Iteration 2F: 3 clusters Score -1003172 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -1003344.812500 Penalty: 4512.418945
	Iteration 3Q: 3 clusters Score -1003345 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -1003487.437500 Penalty: 4512.418945
	Iteration 4Q: 3 clusters Score -1003487 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -1003612.625000 Penalty: 4512.418945
	Iteration 5Q: 3 clusters Score -1003613 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -1003716.312500 Penalty: 4512.418945
	Iteration 6Q: 3 clusters Score -1003716 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -1003797.312500 Penalty: 4512.418945
	Iteration 7Q: 3 clusters Score -1003797 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -1003866.500000 Penalty: 4512.418945
	Iteration 8Q: 3 clusters Score -1003866 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1003945.500000 Penalty: 4512.418945
	Iteration 9Q: 3 clusters Score -1003946 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -1004036.812500 Penalty: 4512.418945
	Iteration 10Q: 3 clusters Score -1004037 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -1004130.750000 Penalty: 4512.418945
	Iteration 11Q: 3 clusters Score -1004131 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -1004214.312500 Penalty: 4512.418945
	Iteration 12Q: 3 clusters Score -1004214 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -1004295.125000 Penalty: 4512.418945
	Iteration 13Q: 3 clusters Score -1004295 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1004365.937500 Penalty: 4512.418945
	Iteration 14Q: 3 clusters Score -1004366 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -1004436.875000 Penalty: 4512.418945
	Iteration 15Q: 3 clusters Score -1004437 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -1004522.000000 Penalty: 4512.418945
	Iteration 16Q: 3 clusters Score -1004522 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -1004602.250000 Penalty: 4512.418945
	Iteration 17Q: 3 clusters Score -1004602 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -1004662.875000 Penalty: 4512.418945
	Iteration 18Q: 3 clusters Score -1004663 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -1004731.562500 Penalty: 4512.418945
	Iteration 19Q: 3 clusters Score -1004732 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -1004793.437500 Penalty: 4512.418945
	Iteration 20F: 3 clusters Score -1004793 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -1004850.125000 Penalty: 4512.418945
	Iteration 21Q: 3 clusters Score -1004850 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1004905.562500 Penalty: 4512.418945
	Iteration 22Q: 3 clusters Score -1004906 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -1004970.562500 Penalty: 4512.418945
	Iteration 23Q: 3 clusters Score -1004971 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -1005038.187500 Penalty: 4512.418945
	Iteration 24Q: 3 clusters Score -1005038 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -1005087.500000 Penalty: 4512.418945
	Iteration 25Q: 3 clusters Score -1005088 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -1005132.375000 Penalty: 4512.418945
	Iteration 26Q: 3 clusters Score -1005132 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -1005173.125000 Penalty: 4512.418945
	Iteration 27Q: 3 clusters Score -1005173 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1005204.250000 Penalty: 4512.418945
	Iteration 28Q: 3 clusters Score -1005204 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1005234.750000 Penalty: 4512.418945
	Iteration 29Q: 3 clusters Score -1005235 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -1005258.312500 Penalty: 4512.418945
	Iteration 30Q: 3 clusters Score -1005258 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -1005279.000000 Penalty: 4512.418945
	Iteration 31Q: 3 clusters Score -1005279 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -1005294.187500 Penalty: 4512.418945
	Iteration 32Q: 3 clusters Score -1005294 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -1005299.312500 Penalty: 4512.418945
	Iteration 33Q: 3 clusters Score -1005299 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -1005308.687500 Penalty: 4512.418945
	Iteration 34Q: 3 clusters Score -1005309 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -1005319.500000 Penalty: 4512.418945
	Iteration 35Q: 3 clusters Score -1005320 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -1005329.625000 Penalty: 4512.418945
	Iteration 36Q: 3 clusters Score -1005330 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1005337.812500 Penalty: 4512.418945
	Iteration 37Q: 3 clusters Score -1005338 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -1005344.875000 Penalty: 4512.418945
	Iteration 38Q: 3 clusters Score -1005345 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -1005356.000000 Penalty: 4512.418945
	Iteration 39Q: 3 clusters Score -1005356 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -1005364.500000 Penalty: 4512.418945
	Iteration 40F: 3 clusters Score -1005364 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -1005376.062500 Penalty: 4512.418945
	Iteration 41Q: 3 clusters Score -1005376 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -1005386.875000 Penalty: 4512.418945
	Iteration 42Q: 3 clusters Score -1005387 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -1005398.562500 Penalty: 4512.418945
	Iteration 43Q: 3 clusters Score -1005399 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -1005409.062500 Penalty: 4512.418945
	Iteration 44Q: 3 clusters Score -1005409 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -1005421.812500 Penalty: 4512.418945
	Iteration 45Q: 3 clusters Score -1005422 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -1005430.062500 Penalty: 4512.418945
	Iteration 46Q: 3 clusters Score -1005430 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -1005445.250000 Penalty: 4512.418945
	Iteration 47Q: 3 clusters Score -1005445 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -1005457.375000 Penalty: 4512.418945
	Iteration 48Q: 3 clusters Score -1005457 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -1005469.187500 Penalty: 4512.418945
	Iteration 49Q: 3 clusters Score -1005469 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -1005475.000000 Penalty: 4512.418945
	Iteration 50Q: 3 clusters Score -1005475 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -1005487.250000 Penalty: 4512.418945
	Iteration 51Q: 3 clusters Score -1005487 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -1005498.937500 Penalty: 4512.418945
	Iteration 52Q: 3 clusters Score -1005499 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -1005518.437500 Penalty: 4512.418945
	Iteration 53Q: 3 clusters Score -1005518 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -1005533.125000 Penalty: 4512.418945
	Iteration 54Q: 3 clusters Score -1005533 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -1005547.750000 Penalty: 4512.418945
	Iteration 55Q: 3 clusters Score -1005548 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -1005566.187500 Penalty: 4512.418945
	Iteration 56Q: 3 clusters Score -1005566 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -1005586.312500 Penalty: 4512.418945
	Iteration 57Q: 3 clusters Score -1005586 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -1005608.125000 Penalty: 4512.418945
	Iteration 58Q: 3 clusters Score -1005608 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -1005630.875000 Penalty: 4512.418945
	Iteration 59Q: 3 clusters Score -1005631 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -1005650.937500 Penalty: 4512.418945
	Iteration 60F: 3 clusters Score -1005651 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -1005675.750000 Penalty: 4512.418945
	Iteration 61Q: 3 clusters Score -1005676 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -1005700.625000 Penalty: 4512.418945
	Iteration 62Q: 3 clusters Score -1005701 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -1005730.000000 Penalty: 4512.418945
	Iteration 63Q: 3 clusters Score -1005730 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -1005757.937500 Penalty: 4512.418945
	Iteration 64Q: 3 clusters Score -1005758 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -1005777.562500 Penalty: 4512.418945
	Iteration 65Q: 3 clusters Score -1005778 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -1005796.312500 Penalty: 4512.418945
	Iteration 66Q: 3 clusters Score -1005796 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -1005809.312500 Penalty: 4512.418945
	Iteration 67Q: 3 clusters Score -1005809 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -1005825.562500 Penalty: 4512.418945
	Iteration 68Q: 3 clusters Score -1005826 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -1005836.875000 Penalty: 4512.418945
	Iteration 69Q: 3 clusters Score -1005837 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -1005852.562500 Penalty: 4512.418945
	Iteration 70Q: 3 clusters Score -1005853 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -1005865.375000 Penalty: 4512.418945
	Iteration 71Q: 3 clusters Score -1005865 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -1005878.125000 Penalty: 4512.418945
	Iteration 72Q: 3 clusters Score -1005878 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -1005892.000000 Penalty: 4512.418945
	Iteration 73Q: 3 clusters Score -1005892 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -1005903.437500 Penalty: 4512.418945
	Iteration 74Q: 3 clusters Score -1005903 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -1005915.312500 Penalty: 4512.418945
	Iteration 75Q: 3 clusters Score -1005915 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -1005925.750000 Penalty: 4512.418945
	Iteration 76Q: 3 clusters Score -1005926 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -1005940.125000 Penalty: 4512.418945
	Iteration 77Q: 3 clusters Score -1005940 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -1005955.000000 Penalty: 4512.418945
	Iteration 78Q: 3 clusters Score -1005955 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -1005967.062500 Penalty: 4512.418945
	Iteration 79Q: 3 clusters Score -1005967 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -1005973.937500 Penalty: 4512.418945
	Iteration 80F: 3 clusters Score -1005974 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -1005983.000000 Penalty: 4512.418945
	Iteration 81Q: 3 clusters Score -1005983 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -1005991.062500 Penalty: 4512.418945
	Iteration 82Q: 3 clusters Score -1005991 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -1005993.625000 Penalty: 4512.418945
	Iteration 83Q: 3 clusters Score -1005994 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -1005997.562500 Penalty: 4512.418945
	Iteration 84Q: 3 clusters Score -1005998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -1005997.125000 Penalty: 4512.418945
	Iteration 85Q: 3 clusters Score -1005997 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -1005998.000000 Penalty: 4512.418945
	Iteration 86Q: 3 clusters Score -1005998 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -1006001.562500 Penalty: 4512.418945
	Iteration 87Q: 3 clusters Score -1006002 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -1006004.937500 Penalty: 4512.418945
	Iteration 88Q: 3 clusters Score -1006005 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -1006008.812500 Penalty: 4512.418945
	Iteration 89Q: 3 clusters Score -1006009 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -1006014.062500 Penalty: 4512.418945
	Iteration 90Q: 3 clusters Score -1006014 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -1006020.125000 Penalty: 4512.418945
	Iteration 91Q: 3 clusters Score -1006020 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -1006023.125000 Penalty: 4512.418945
	Iteration 92Q: 3 clusters Score -1006023 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -1006026.250000 Penalty: 4512.418945
	Iteration 93Q: 3 clusters Score -1006026 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -1006029.500000 Penalty: 4512.418945
	Iteration 94Q: 3 clusters Score -1006030 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -1006035.437500 Penalty: 4512.418945
	Iteration 95Q: 3 clusters Score -1006035 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -1006039.187500 Penalty: 4512.418945
	Iteration 96Q: 3 clusters Score -1006039 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -1006043.812500 Penalty: 4512.418945
	Iteration 97Q: 3 clusters Score -1006044 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -1006046.812500 Penalty: 4512.418945
	Iteration 98Q: 3 clusters Score -1006047 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -1006050.125000 Penalty: 4512.418945
	Iteration 99Q: 3 clusters Score -1006050 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -1006049.937500 Penalty: 4512.418945
	Iteration 100F: 3 clusters Score -1006050 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -1006054.312500 Penalty: 4512.418945
	Iteration 101Q: 3 clusters Score -1006054 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -1006057.062500 Penalty: 4512.418945
	Iteration 102Q: 3 clusters Score -1006057 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -1006062.187500 Penalty: 4512.418945
	Iteration 103Q: 3 clusters Score -1006062 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -1006063.375000 Penalty: 4512.418945
	Iteration 104Q: 3 clusters Score -1006063 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -1006067.500000 Penalty: 4512.418945
	Iteration 105Q: 3 clusters Score -1006068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -1006070.687500 Penalty: 4512.418945
	Iteration 106Q: 3 clusters Score -1006071 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -1006072.000000 Penalty: 4512.418945
	Iteration 107Q: 3 clusters Score -1006072 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -1006076.000000 Penalty: 4512.418945
	Iteration 108Q: 3 clusters Score -1006076 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -1006077.437500 Penalty: 4512.418945
	Iteration 109Q: 3 clusters Score -1006077 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -1006082.562500 Penalty: 4512.418945
	Iteration 110Q: 3 clusters Score -1006083 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -1006084.125000 Penalty: 4512.418945
	Iteration 111Q: 3 clusters Score -1006084 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -1006087.875000 Penalty: 4512.418945
	Iteration 112Q: 3 clusters Score -1006088 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -1006089.687500 Penalty: 4512.418945
	Iteration 113Q: 3 clusters Score -1006090 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -1006093.312500 Penalty: 4512.418945
	Iteration 114Q: 3 clusters Score -1006093 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -1006094.375000 Penalty: 4512.418945
	Iteration 115Q: 3 clusters Score -1006094 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -1006094.125000 Penalty: 4512.418945
	Iteration 116Q: 3 clusters Score -1006094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -1006093.625000 Penalty: 4512.418945
	Iteration 117Q: 3 clusters Score -1006094 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -1006093.625000 Penalty: 4512.418945
	Iteration 118F: 3 clusters Score -1006094 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (26685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26685 members 
Entering Unmasked Estep 
Score: -3100002.000000 Penalty: 2527.580566
	Iteration 0F: 2 clusters Score -3100002 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13287 members 
Mstep: Class 2 contains 13398 members 
Entering Unmasked Estep 
Score: -3081524.500000 Penalty: 5055.161133
	Iteration 0F: 3 clusters Score -3081524 nChanged 11952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 13994 members 
Entering Unmasked Estep 
Score: -3088176.500000 Penalty: 5055.161133
	Iteration 1F: 3 clusters Score -3088176 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12331 members 
Mstep: Class 2 contains 14354 members 
Entering Unmasked Estep 
Score: -3088665.250000 Penalty: 5055.161133
	Iteration 2F: 3 clusters Score -3088665 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 14865 members 
Entering Unmasked Estep 
Score: -3089127.750000 Penalty: 5055.161133
	Iteration 3Q: 3 clusters Score -3089128 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 15518 members 
Entering Unmasked Estep 
Score: -3089672.250000 Penalty: 5055.161133
	Iteration 4Q: 3 clusters Score -3089672 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 16334 members 
Entering Unmasked Estep 
Score: -3090261.250000 Penalty: 5055.161133
	Iteration 5Q: 3 clusters Score -3090261 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 17401 members 
Entering Unmasked Estep 
Score: -3091044.000000 Penalty: 5055.161133
	Iteration 6F: 3 clusters Score -3091044 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 18738 members 
Entering Unmasked Estep 
Score: -3092030.500000 Penalty: 5055.161133
	Iteration 7F: 3 clusters Score -3092030 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 20239 members 
Entering Unmasked Estep 
Score: -3093244.250000 Penalty: 5055.161133
	Iteration 8F: 3 clusters Score -3093244 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 21775 members 
Entering Unmasked Estep 
Score: -3094602.750000 Penalty: 5055.161133
	Iteration 9F: 3 clusters Score -3094603 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 23174 members 
Entering Unmasked Estep 
Score: -3095905.000000 Penalty: 5055.161133
	Iteration 10F: 3 clusters Score -3095905 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 24231 members 
Entering Unmasked Estep 
Score: -3096873.000000 Penalty: 5055.161133
	Iteration 11Q: 3 clusters Score -3096873 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 24949 members 
Entering Unmasked Estep 
Score: -3097488.750000 Penalty: 5055.161133
	Iteration 12Q: 3 clusters Score -3097489 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 25393 members 
Entering Unmasked Estep 
Score: -3097846.250000 Penalty: 5055.161133
	Iteration 13Q: 3 clusters Score -3097846 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 25626 members 
Entering Unmasked Estep 
Score: -3098008.250000 Penalty: 5055.161133
	Iteration 14Q: 3 clusters Score -3098008 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 25769 members 
Entering Unmasked Estep 
Score: -3098092.250000 Penalty: 5055.161133
	Iteration 15Q: 3 clusters Score -3098092 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 25853 members 
Entering Unmasked Estep 
Score: -3098164.500000 Penalty: 5055.161133
	Iteration 16Q: 3 clusters Score -3098164 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 25895 members 
Entering Unmasked Estep 
Score: -3098196.500000 Penalty: 5055.161133
	Iteration 17Q: 3 clusters Score -3098196 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 25924 members 
Entering Unmasked Estep 
Score: -3098230.750000 Penalty: 5055.161133
	Iteration 18Q: 3 clusters Score -3098231 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 25940 members 
Entering Unmasked Estep 
Score: -3098237.250000 Penalty: 5055.161133
	Iteration 19Q: 3 clusters Score -3098237 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 25949 members 
Entering Unmasked Estep 
Score: -3098249.750000 Penalty: 5055.161133
	Iteration 20F: 3 clusters Score -3098250 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 25955 members 
Entering Unmasked Estep 
Score: -3098248.500000 Penalty: 5055.161133
	Iteration 21Q: 3 clusters Score -3098248 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 25955 members 
Entering Unmasked Estep 
Score: -3098258.000000 Penalty: 5055.161133
	Iteration 22Q: 3 clusters Score -3098258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 25955 members 
Entering Unmasked Estep 
Score: -3098258.000000 Penalty: 5055.161133
	Iteration 23Q: 3 clusters Score -3098258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 25957 members 
Entering Unmasked Estep 
Score: -3098260.500000 Penalty: 5055.161133
	Iteration 24Q: 3 clusters Score -3098260 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 25962 members 
Entering Unmasked Estep 
Score: -3098267.000000 Penalty: 5055.161133
	Iteration 25Q: 3 clusters Score -3098267 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 25966 members 
Entering Unmasked Estep 
Score: -3098269.250000 Penalty: 5055.161133
	Iteration 26Q: 3 clusters Score -3098269 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 25969 members 
Entering Unmasked Estep 
Score: -3098272.250000 Penalty: 5055.161133
	Iteration 27Q: 3 clusters Score -3098272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 25972 members 
Entering Unmasked Estep 
Score: -3098271.250000 Penalty: 5055.161133
	Iteration 28Q: 3 clusters Score -3098271 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 25973 members 
Entering Unmasked Estep 
Score: -3098269.250000 Penalty: 5055.161133
	Iteration 29Q: 3 clusters Score -3098269 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 25974 members 
Entering Unmasked Estep 
Score: -3098272.750000 Penalty: 5055.161133
	Iteration 30Q: 3 clusters Score -3098273 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 25973 members 
Entering Unmasked Estep 
Score: -3098272.750000 Penalty: 5055.161133
	Iteration 31Q: 3 clusters Score -3098273 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 25971 members 
Entering Unmasked Estep 
Score: -3098271.250000 Penalty: 5055.161133
	Iteration 32Q: 3 clusters Score -3098271 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 25972 members 
Entering Unmasked Estep 
Score: -3098274.500000 Penalty: 5055.161133
	Iteration 33Q: 3 clusters Score -3098274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 25973 members 
Entering Unmasked Estep 
Score: -3098276.000000 Penalty: 5055.161133
	Iteration 34Q: 3 clusters Score -3098276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 25975 members 
Entering Unmasked Estep 
Score: -3098275.500000 Penalty: 5055.161133
	Iteration 35Q: 3 clusters Score -3098276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 25976 members 
Entering Unmasked Estep 
Score: -3098277.500000 Penalty: 5055.161133
	Iteration 36Q: 3 clusters Score -3098278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 25976 members 
Entering Unmasked Estep 
Score: -3098277.500000 Penalty: 5055.161133
	Iteration 37F: 3 clusters Score -3098278 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (44790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44790 members 
Entering Unmasked Estep 
Score: -5102597.000000 Penalty: 2656.015625
	Iteration 0F: 2 clusters Score -5102597 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22260 members 
Mstep: Class 2 contains 22530 members 
Entering Unmasked Estep 
Score: -5072299.500000 Penalty: 5312.031250
	Iteration 0F: 3 clusters Score -5072300 nChanged 20566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21132 members 
Mstep: Class 2 contains 23658 members 
Entering Unmasked Estep 
Score: -5083682.500000 Penalty: 5312.031250
	Iteration 1F: 3 clusters Score -5083682 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20375 members 
Mstep: Class 2 contains 24415 members 
Entering Unmasked Estep 
Score: -5084246.500000 Penalty: 5312.031250
	Iteration 2Q: 3 clusters Score -5084246 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19206 members 
Mstep: Class 2 contains 25584 members 
Entering Unmasked Estep 
Score: -5084949.000000 Penalty: 5312.031250
	Iteration 3Q: 3 clusters Score -5084949 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17541 members 
Mstep: Class 2 contains 27249 members 
Entering Unmasked Estep 
Score: -5085865.000000 Penalty: 5312.031250
	Iteration 4Q: 3 clusters Score -5085865 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15246 members 
Mstep: Class 2 contains 29544 members 
Entering Unmasked Estep 
Score: -5087293.000000 Penalty: 5312.031250
	Iteration 5F: 3 clusters Score -5087293 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 32540 members 
Entering Unmasked Estep 
Score: -5089584.000000 Penalty: 5312.031250
	Iteration 6F: 3 clusters Score -5089584 nChanged 3469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 35903 members 
Entering Unmasked Estep 
Score: -5092509.500000 Penalty: 5312.031250
	Iteration 7F: 3 clusters Score -5092510 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 39052 members 
Entering Unmasked Estep 
Score: -5095425.500000 Penalty: 5312.031250
	Iteration 8F: 3 clusters Score -5095426 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 41347 members 
Entering Unmasked Estep 
Score: -5097637.500000 Penalty: 5312.031250
	Iteration 9F: 3 clusters Score -5097638 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 42755 members 
Entering Unmasked Estep 
Score: -5099066.500000 Penalty: 5312.031250
	Iteration 10Q: 3 clusters Score -5099066 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 43440 members 
Entering Unmasked Estep 
Score: -5099806.500000 Penalty: 5312.031250
	Iteration 11Q: 3 clusters Score -5099806 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 43716 members 
Entering Unmasked Estep 
Score: -5100166.500000 Penalty: 5312.031250
	Iteration 12Q: 3 clusters Score -5100166 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 43830 members 
Entering Unmasked Estep 
Score: -5100378.500000 Penalty: 5312.031250
	Iteration 13Q: 3 clusters Score -5100378 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 43869 members 
Entering Unmasked Estep 
Score: -5100551.500000 Penalty: 5312.031250
	Iteration 14Q: 3 clusters Score -5100552 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 43865 members 
Entering Unmasked Estep 
Score: -5100664.500000 Penalty: 5312.031250
	Iteration 15Q: 3 clusters Score -5100664 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 43831 members 
Entering Unmasked Estep 
Score: -5100796.000000 Penalty: 5312.031250
	Iteration 16Q: 3 clusters Score -5100796 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 43770 members 
Entering Unmasked Estep 
Score: -5100890.500000 Penalty: 5312.031250
	Iteration 17Q: 3 clusters Score -5100890 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 43703 members 
Entering Unmasked Estep 
Score: -5100987.000000 Penalty: 5312.031250
	Iteration 18Q: 3 clusters Score -5100987 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 43634 members 
Entering Unmasked Estep 
Score: -5101079.500000 Penalty: 5312.031250
	Iteration 19Q: 3 clusters Score -5101080 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 43576 members 
Entering Unmasked Estep 
Score: -5101156.500000 Penalty: 5312.031250
	Iteration 20F: 3 clusters Score -5101156 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 43513 members 
Entering Unmasked Estep 
Score: -5101249.500000 Penalty: 5312.031250
	Iteration 21Q: 3 clusters Score -5101250 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 43449 members 
Entering Unmasked Estep 
Score: -5101302.500000 Penalty: 5312.031250
	Iteration 22Q: 3 clusters Score -5101302 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 43387 members 
Entering Unmasked Estep 
Score: -5101357.500000 Penalty: 5312.031250
	Iteration 23Q: 3 clusters Score -5101358 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 43315 members 
Entering Unmasked Estep 
Score: -5101416.000000 Penalty: 5312.031250
	Iteration 24Q: 3 clusters Score -5101416 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 43224 members 
Entering Unmasked Estep 
Score: -5101464.500000 Penalty: 5312.031250
	Iteration 25Q: 3 clusters Score -5101464 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 43149 members 
Entering Unmasked Estep 
Score: -5101516.500000 Penalty: 5312.031250
	Iteration 26Q: 3 clusters Score -5101516 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 43068 members 
Entering Unmasked Estep 
Score: -5101587.500000 Penalty: 5312.031250
	Iteration 27Q: 3 clusters Score -5101588 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 42992 members 
Entering Unmasked Estep 
Score: -5101632.000000 Penalty: 5312.031250
	Iteration 28Q: 3 clusters Score -5101632 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 42922 members 
Entering Unmasked Estep 
Score: -5101642.000000 Penalty: 5312.031250
	Iteration 29Q: 3 clusters Score -5101642 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 42861 members 
Entering Unmasked Estep 
Score: -5101670.000000 Penalty: 5312.031250
	Iteration 30Q: 3 clusters Score -5101670 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 42813 members 
Entering Unmasked Estep 
Score: -5101712.500000 Penalty: 5312.031250
	Iteration 31Q: 3 clusters Score -5101712 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 42742 members 
Entering Unmasked Estep 
Score: -5101735.500000 Penalty: 5312.031250
	Iteration 32Q: 3 clusters Score -5101736 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 42677 members 
Entering Unmasked Estep 
Score: -5101772.000000 Penalty: 5312.031250
	Iteration 33Q: 3 clusters Score -5101772 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 42622 members 
Entering Unmasked Estep 
Score: -5101777.500000 Penalty: 5312.031250
	Iteration 34Q: 3 clusters Score -5101778 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 42572 members 
Entering Unmasked Estep 
Score: -5101796.000000 Penalty: 5312.031250
	Iteration 35Q: 3 clusters Score -5101796 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 42529 members 
Entering Unmasked Estep 
Score: -5101822.000000 Penalty: 5312.031250
	Iteration 36Q: 3 clusters Score -5101822 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 42484 members 
Entering Unmasked Estep 
Score: -5101831.500000 Penalty: 5312.031250
	Iteration 37Q: 3 clusters Score -5101832 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 42439 members 
Entering Unmasked Estep 
Score: -5101835.500000 Penalty: 5312.031250
	Iteration 38Q: 3 clusters Score -5101836 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 42398 members 
Entering Unmasked Estep 
Score: -5101845.500000 Penalty: 5312.031250
	Iteration 39Q: 3 clusters Score -5101846 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 42345 members 
Entering Unmasked Estep 
Score: -5101874.500000 Penalty: 5312.031250
	Iteration 40F: 3 clusters Score -5101874 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 42292 members 
Entering Unmasked Estep 
Score: -5101884.000000 Penalty: 5312.031250
	Iteration 41Q: 3 clusters Score -5101884 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 42250 members 
Entering Unmasked Estep 
Score: -5101900.000000 Penalty: 5312.031250
	Iteration 42Q: 3 clusters Score -5101900 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 42217 members 
Entering Unmasked Estep 
Score: -5101909.500000 Penalty: 5312.031250
	Iteration 43Q: 3 clusters Score -5101910 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 42189 members 
Entering Unmasked Estep 
Score: -5101924.000000 Penalty: 5312.031250
	Iteration 44Q: 3 clusters Score -5101924 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 42163 members 
Entering Unmasked Estep 
Score: -5101931.500000 Penalty: 5312.031250
	Iteration 45Q: 3 clusters Score -5101932 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 42139 members 
Entering Unmasked Estep 
Score: -5101949.000000 Penalty: 5312.031250
	Iteration 46Q: 3 clusters Score -5101949 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 42109 members 
Entering Unmasked Estep 
Score: -5101947.000000 Penalty: 5312.031250
	Iteration 47Q: 3 clusters Score -5101947 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 42083 members 
Entering Unmasked Estep 
Score: -5101946.000000 Penalty: 5312.031250
	Iteration 48Q: 3 clusters Score -5101946 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 42051 members 
Entering Unmasked Estep 
Score: -5101964.500000 Penalty: 5312.031250
	Iteration 49Q: 3 clusters Score -5101964 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 42033 members 
Entering Unmasked Estep 
Score: -5101971.500000 Penalty: 5312.031250
	Iteration 50Q: 3 clusters Score -5101972 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 42007 members 
Entering Unmasked Estep 
Score: -5101962.000000 Penalty: 5312.031250
	Iteration 51Q: 3 clusters Score -5101962 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 41981 members 
Entering Unmasked Estep 
Score: -5101968.500000 Penalty: 5312.031250
	Iteration 52Q: 3 clusters Score -5101968 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 41954 members 
Entering Unmasked Estep 
Score: -5101980.500000 Penalty: 5312.031250
	Iteration 53Q: 3 clusters Score -5101980 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 41935 members 
Entering Unmasked Estep 
Score: -5101982.500000 Penalty: 5312.031250
	Iteration 54Q: 3 clusters Score -5101982 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 41913 members 
Entering Unmasked Estep 
Score: -5101981.500000 Penalty: 5312.031250
	Iteration 55Q: 3 clusters Score -5101982 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 41893 members 
Entering Unmasked Estep 
Score: -5101990.500000 Penalty: 5312.031250
	Iteration 56Q: 3 clusters Score -5101990 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 41876 members 
Entering Unmasked Estep 
Score: -5101988.000000 Penalty: 5312.031250
	Iteration 57Q: 3 clusters Score -5101988 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 41860 members 
Entering Unmasked Estep 
Score: -5101989.000000 Penalty: 5312.031250
	Iteration 58Q: 3 clusters Score -5101989 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 41847 members 
Entering Unmasked Estep 
Score: -5101982.500000 Penalty: 5312.031250
	Iteration 59Q: 3 clusters Score -5101982 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 41837 members 
Entering Unmasked Estep 
Score: -5101982.500000 Penalty: 5312.031250
	Iteration 60F: 3 clusters Score -5101982 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 41828 members 
Entering Unmasked Estep 
Score: -5101979.000000 Penalty: 5312.031250
	Iteration 61Q: 3 clusters Score -5101979 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 41818 members 
Entering Unmasked Estep 
Score: -5101982.000000 Penalty: 5312.031250
	Iteration 62Q: 3 clusters Score -5101982 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 41805 members 
Entering Unmasked Estep 
Score: -5101988.000000 Penalty: 5312.031250
	Iteration 63Q: 3 clusters Score -5101988 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 41794 members 
Entering Unmasked Estep 
Score: -5101991.000000 Penalty: 5312.031250
	Iteration 64Q: 3 clusters Score -5101991 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 41784 members 
Entering Unmasked Estep 
Score: -5101992.500000 Penalty: 5312.031250
	Iteration 65Q: 3 clusters Score -5101992 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 41775 members 
Entering Unmasked Estep 
Score: -5101994.000000 Penalty: 5312.031250
	Iteration 66Q: 3 clusters Score -5101994 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 41768 members 
Entering Unmasked Estep 
Score: -5101998.500000 Penalty: 5312.031250
	Iteration 67Q: 3 clusters Score -5101998 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 41761 members 
Entering Unmasked Estep 
Score: -5102002.500000 Penalty: 5312.031250
	Iteration 68Q: 3 clusters Score -5102002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 41756 members 
Entering Unmasked Estep 
Score: -5101994.500000 Penalty: 5312.031250
	Iteration 69Q: 3 clusters Score -5101994 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 41751 members 
Entering Unmasked Estep 
Score: -5101994.000000 Penalty: 5312.031250
	Iteration 70Q: 3 clusters Score -5101994 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 41745 members 
Entering Unmasked Estep 
Score: -5101998.500000 Penalty: 5312.031250
	Iteration 71Q: 3 clusters Score -5101998 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 41742 members 
Entering Unmasked Estep 
Score: -5102004.000000 Penalty: 5312.031250
	Iteration 72Q: 3 clusters Score -5102004 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 41734 members 
Entering Unmasked Estep 
Score: -5102011.000000 Penalty: 5312.031250
	Iteration 73Q: 3 clusters Score -5102011 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 41730 members 
Entering Unmasked Estep 
Score: -5102010.500000 Penalty: 5312.031250
	Iteration 74Q: 3 clusters Score -5102010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 41728 members 
Entering Unmasked Estep 
Score: -5102004.000000 Penalty: 5312.031250
	Iteration 75Q: 3 clusters Score -5102004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 41727 members 
Entering Unmasked Estep 
Score: -5102011.000000 Penalty: 5312.031250
	Iteration 76Q: 3 clusters Score -5102011 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 41727 members 
Entering Unmasked Estep 
Score: -5102011.000000 Penalty: 5312.031250
	Iteration 77F: 3 clusters Score -5102011 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 119398 members 
Mstep: Class 2 contains 213522 members 
Mstep: Class 3 contains 1509 members 
Mstep: Class 4 contains 9013 members 
Mstep: Class 5 contains 4375 members 
Mstep: Class 6 contains 1246 members 
Mstep: Class 7 contains 10685 members 
Mstep: Class 8 contains 37310 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 83918 members 
Mstep: Class 11 contains 228853 members 
Mstep: Class 12 contains 75606 members 
Mstep: Class 13 contains 8435 members 
Mstep: Class 14 contains 3911 members 
Mstep: Class 15 contains 2325 members 
Mstep: Class 16 contains 41121 members 
Mstep: Class 17 contains 15603 members 
Mstep: Class 18 contains 949 members 
Mstep: Class 19 contains 38053 members 
Mstep: Class 20 contains 4657 members 
Mstep: Class 21 contains 5492 members 
Mstep: Class 22 contains 1137 members 
Mstep: Class 23 contains 12371 members 
Mstep: Class 24 contains 236988 members 
Mstep: Class 25 contains 3353 members 
Mstep: Class 26 contains 3758 members 
Mstep: Class 27 contains 5564 members 
Mstep: Class 28 contains 72875 members 
Mstep: Class 29 contains 5033 members 
Mstep: Class 30 contains 3155 members 
Mstep: Class 31 contains 4122 members 
Mstep: Class 32 contains 15412 members 
Mstep: Class 33 contains 8851 members 
Mstep: Class 34 contains 8934 members 
Mstep: Class 35 contains 26685 members 
Mstep: Class 36 contains 44790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155656960.000000 Penalty: 126091.726562
Iteration 159Q: 37 clusters Score -1.55657e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 119398 members 
Mstep: Class 2 contains 213522 members 
Mstep: Class 3 contains 1509 members 
Mstep: Class 4 contains 9013 members 
Mstep: Class 5 contains 4375 members 
Mstep: Class 6 contains 1246 members 
Mstep: Class 7 contains 10685 members 
Mstep: Class 8 contains 37311 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 83917 members 
Mstep: Class 11 contains 228853 members 
Mstep: Class 12 contains 75606 members 
Mstep: Class 13 contains 8435 members 
Mstep: Class 14 contains 3911 members 
Mstep: Class 15 contains 2325 members 
Mstep: Class 16 contains 41121 members 
Mstep: Class 17 contains 15603 members 
Mstep: Class 18 contains 949 members 
Mstep: Class 19 contains 38053 members 
Mstep: Class 20 contains 4657 members 
Mstep: Class 21 contains 5492 members 
Mstep: Class 22 contains 1137 members 
Mstep: Class 23 contains 12370 members 
Mstep: Class 24 contains 236987 members 
Mstep: Class 25 contains 3353 members 
Mstep: Class 26 contains 3758 members 
Mstep: Class 27 contains 5564 members 
Mstep: Class 28 contains 72875 members 
Mstep: Class 29 contains 5033 members 
Mstep: Class 30 contains 3155 members 
Mstep: Class 31 contains 4118 members 
Mstep: Class 32 contains 15416 members 
Mstep: Class 33 contains 8851 members 
Mstep: Class 34 contains 8934 members 
Mstep: Class 35 contains 26687 members 
Mstep: Class 36 contains 44790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155656960.000000 Penalty: 126091.726562
Iteration 160F: 37 clusters Score -1.55657e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 119398 members 
Mstep: Class 2 contains 213522 members 
Mstep: Class 3 contains 1509 members 
Mstep: Class 4 contains 9013 members 
Mstep: Class 5 contains 4375 members 
Mstep: Class 6 contains 1246 members 
Mstep: Class 7 contains 10685 members 
Mstep: Class 8 contains 37311 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 83917 members 
Mstep: Class 11 contains 228852 members 
Mstep: Class 12 contains 75605 members 
Mstep: Class 13 contains 8435 members 
Mstep: Class 14 contains 3911 members 
Mstep: Class 15 contains 2325 members 
Mstep: Class 16 contains 41121 members 
Mstep: Class 17 contains 15603 members 
Mstep: Class 18 contains 949 members 
Mstep: Class 19 contains 38050 members 
Mstep: Class 20 contains 4657 members 
Mstep: Class 21 contains 5492 members 
Mstep: Class 22 contains 1137 members 
Mstep: Class 23 contains 12369 members 
Mstep: Class 24 contains 236986 members 
Mstep: Class 25 contains 3353 members 
Mstep: Class 26 contains 3758 members 
Mstep: Class 27 contains 5564 members 
Mstep: Class 28 contains 72874 members 
Mstep: Class 29 contains 5033 members 
Mstep: Class 30 contains 3155 members 
Mstep: Class 31 contains 4112 members 
Mstep: Class 32 contains 15428 members 
Mstep: Class 33 contains 8851 members 
Mstep: Class 34 contains 8934 members 
Mstep: Class 35 contains 26689 members 
Mstep: Class 36 contains 44790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155656976.000000 Penalty: 126091.726562
Iteration 161Q: 37 clusters Score -1.55657e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 119399 members 
Mstep: Class 2 contains 213520 members 
Mstep: Class 3 contains 1509 members 
Mstep: Class 4 contains 9013 members 
Mstep: Class 5 contains 4375 members 
Mstep: Class 6 contains 1246 members 
Mstep: Class 7 contains 10685 members 
Mstep: Class 8 contains 37311 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 83916 members 
Mstep: Class 11 contains 228849 members 
Mstep: Class 12 contains 75606 members 
Mstep: Class 13 contains 8435 members 
Mstep: Class 14 contains 3911 members 
Mstep: Class 15 contains 2325 members 
Mstep: Class 16 contains 41121 members 
Mstep: Class 17 contains 15604 members 
Mstep: Class 18 contains 949 members 
Mstep: Class 19 contains 38050 members 
Mstep: Class 20 contains 4657 members 
Mstep: Class 21 contains 5492 members 
Mstep: Class 22 contains 1137 members 
Mstep: Class 23 contains 12369 members 
Mstep: Class 24 contains 236987 members 
Mstep: Class 25 contains 3353 members 
Mstep: Class 26 contains 3758 members 
Mstep: Class 27 contains 5564 members 
Mstep: Class 28 contains 72872 members 
Mstep: Class 29 contains 5033 members 
Mstep: Class 30 contains 3155 members 
Mstep: Class 31 contains 4107 members 
Mstep: Class 32 contains 15436 members 
Mstep: Class 33 contains 8851 members 
Mstep: Class 34 contains 8934 members 
Mstep: Class 35 contains 26690 members 
Mstep: Class 36 contains 44790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155657008.000000 Penalty: 126091.726562
Iteration 162Q: 37 clusters Score -1.55657e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 119398 members 
Mstep: Class 2 contains 213515 members 
Mstep: Class 3 contains 1509 members 
Mstep: Class 4 contains 9013 members 
Mstep: Class 5 contains 4375 members 
Mstep: Class 6 contains 1246 members 
Mstep: Class 7 contains 10685 members 
Mstep: Class 8 contains 37311 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 83916 members 
Mstep: Class 11 contains 228846 members 
Mstep: Class 12 contains 75606 members 
Mstep: Class 13 contains 8435 members 
Mstep: Class 14 contains 3911 members 
Mstep: Class 15 contains 2325 members 
Mstep: Class 16 contains 41121 members 
Mstep: Class 17 contains 15606 members 
Mstep: Class 18 contains 949 members 
Mstep: Class 19 contains 38048 members 
Mstep: Class 20 contains 4657 members 
Mstep: Class 21 contains 5492 members 
Mstep: Class 22 contains 1137 members 
Mstep: Class 23 contains 12369 members 
Mstep: Class 24 contains 236989 members 
Mstep: Class 25 contains 3353 members 
Mstep: Class 26 contains 3758 members 
Mstep: Class 27 contains 5564 members 
Mstep: Class 28 contains 72871 members 
Mstep: Class 29 contains 5033 members 
Mstep: Class 30 contains 3155 members 
Mstep: Class 31 contains 4101 members 
Mstep: Class 32 contains 15450 members 
Mstep: Class 33 contains 8851 members 
Mstep: Class 34 contains 8934 members 
Mstep: Class 35 contains 26690 members 
Mstep: Class 36 contains 44790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155656992.000000 Penalty: 126091.726562
Iteration 163Q: 37 clusters Score -1.55657e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 119398 members 
Mstep: Class 2 contains 213510 members 
Mstep: Class 3 contains 1509 members 
Mstep: Class 4 contains 9013 members 
Mstep: Class 5 contains 4375 members 
Mstep: Class 6 contains 1246 members 
Mstep: Class 7 contains 10685 members 
Mstep: Class 8 contains 37311 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 83916 members 
Mstep: Class 11 contains 228842 members 
Mstep: Class 12 contains 75606 members 
Mstep: Class 13 contains 8435 members 
Mstep: Class 14 contains 3911 members 
Mstep: Class 15 contains 2325 members 
Mstep: Class 16 contains 41121 members 
Mstep: Class 17 contains 15608 members 
Mstep: Class 18 contains 949 members 
Mstep: Class 19 contains 38046 members 
Mstep: Class 20 contains 4657 members 
Mstep: Class 21 contains 5492 members 
Mstep: Class 22 contains 1137 members 
Mstep: Class 23 contains 12369 members 
Mstep: Class 24 contains 236989 members 
Mstep: Class 25 contains 3353 members 
Mstep: Class 26 contains 3758 members 
Mstep: Class 27 contains 5564 members 
Mstep: Class 28 contains 72869 members 
Mstep: Class 29 contains 5033 members 
Mstep: Class 30 contains 3155 members 
Mstep: Class 31 contains 4098 members 
Mstep: Class 32 contains 15464 members 
Mstep: Class 33 contains 8851 members 
Mstep: Class 34 contains 8934 members 
Mstep: Class 35 contains 26690 members 
Mstep: Class 36 contains 44790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155657040.000000 Penalty: 126091.726562
Iteration 164Q: 37 clusters Score -1.55657e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 119398 members 
Mstep: Class 2 contains 213505 members 
Mstep: Class 3 contains 1509 members 
Mstep: Class 4 contains 9013 members 
Mstep: Class 5 contains 4375 members 
Mstep: Class 6 contains 1246 members 
Mstep: Class 7 contains 10685 members 
Mstep: Class 8 contains 37311 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 83916 members 
Mstep: Class 11 contains 228837 members 
Mstep: Class 12 contains 75606 members 
Mstep: Class 13 contains 8435 members 
Mstep: Class 14 contains 3911 members 
Mstep: Class 15 contains 2325 members 
Mstep: Class 16 contains 41121 members 
Mstep: Class 17 contains 15607 members 
Mstep: Class 18 contains 949 members 
Mstep: Class 19 contains 38045 members 
Mstep: Class 20 contains 4657 members 
Mstep: Class 21 contains 5492 members 
Mstep: Class 22 contains 1137 members 
Mstep: Class 23 contains 12369 members 
Mstep: Class 24 contains 236989 members 
Mstep: Class 25 contains 3353 members 
Mstep: Class 26 contains 3758 members 
Mstep: Class 27 contains 5564 members 
Mstep: Class 28 contains 72867 members 
Mstep: Class 29 contains 5033 members 
Mstep: Class 30 contains 3155 members 
Mstep: Class 31 contains 4093 members 
Mstep: Class 32 contains 15483 members 
Mstep: Class 33 contains 8851 members 
Mstep: Class 34 contains 8934 members 
Mstep: Class 35 contains 26690 members 
Mstep: Class 36 contains 44790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155657024.000000 Penalty: 126091.726562
Iteration 165Q: 37 clusters Score -1.55657e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 119398 members 
Mstep: Class 2 contains 213500 members 
Mstep: Class 3 contains 1509 members 
Mstep: Class 4 contains 9012 members 
Mstep: Class 5 contains 4375 members 
Mstep: Class 6 contains 1246 members 
Mstep: Class 7 contains 10685 members 
Mstep: Class 8 contains 37311 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 83917 members 
Mstep: Class 11 contains 228835 members 
Mstep: Class 12 contains 75606 members 
Mstep: Class 13 contains 8435 members 
Mstep: Class 14 contains 3911 members 
Mstep: Class 15 contains 2325 members 
Mstep: Class 16 contains 41121 members 
Mstep: Class 17 contains 15607 members 
Mstep: Class 18 contains 949 members 
Mstep: Class 19 contains 38044 members 
Mstep: Class 20 contains 4657 members 
Mstep: Class 21 contains 5492 members 
Mstep: Class 22 contains 1137 members 
Mstep: Class 23 contains 12369 members 
Mstep: Class 24 contains 236989 members 
Mstep: Class 25 contains 3353 members 
Mstep: Class 26 contains 3758 members 
Mstep: Class 27 contains 5564 members 
Mstep: Class 28 contains 72865 members 
Mstep: Class 29 contains 5033 members 
Mstep: Class 30 contains 3155 members 
Mstep: Class 31 contains 4092 members 
Mstep: Class 32 contains 15494 members 
Mstep: Class 33 contains 8851 members 
Mstep: Class 34 contains 8934 members 
Mstep: Class 35 contains 26690 members 
Mstep: Class 36 contains 44790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155657056.000000 Penalty: 126091.726562
Iteration 166Q: 37 clusters Score -1.556571e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 119398 members 
Mstep: Class 2 contains 213500 members 
Mstep: Class 3 contains 1509 members 
Mstep: Class 4 contains 9011 members 
Mstep: Class 5 contains 4375 members 
Mstep: Class 6 contains 1246 members 
Mstep: Class 7 contains 10685 members 
Mstep: Class 8 contains 37312 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 83917 members 
Mstep: Class 11 contains 228835 members 
Mstep: Class 12 contains 75606 members 
Mstep: Class 13 contains 8435 members 
Mstep: Class 14 contains 3911 members 
Mstep: Class 15 contains 2325 members 
Mstep: Class 16 contains 41121 members 
Mstep: Class 17 contains 15607 members 
Mstep: Class 18 contains 949 members 
Mstep: Class 19 contains 38044 members 
Mstep: Class 20 contains 4657 members 
Mstep: Class 21 contains 5492 members 
Mstep: Class 22 contains 1137 members 
Mstep: Class 23 contains 12369 members 
Mstep: Class 24 contains 236991 members 
Mstep: Class 25 contains 3353 members 
Mstep: Class 26 contains 3758 members 
Mstep: Class 27 contains 5564 members 
Mstep: Class 28 contains 72864 members 
Mstep: Class 29 contains 5033 members 
Mstep: Class 30 contains 3155 members 
Mstep: Class 31 contains 4087 members 
Mstep: Class 32 contains 15498 members 
Mstep: Class 33 contains 8851 members 
Mstep: Class 34 contains 8934 members 
Mstep: Class 35 contains 26690 members 
Mstep: Class 36 contains 44790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155657056.000000 Penalty: 126091.726562
Iteration 167Q: 37 clusters Score -1.556571e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 119397 members 
Mstep: Class 2 contains 213502 members 
Mstep: Class 3 contains 1509 members 
Mstep: Class 4 contains 9010 members 
Mstep: Class 5 contains 4375 members 
Mstep: Class 6 contains 1246 members 
Mstep: Class 7 contains 10685 members 
Mstep: Class 8 contains 37312 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 83916 members 
Mstep: Class 11 contains 228833 members 
Mstep: Class 12 contains 75606 members 
Mstep: Class 13 contains 8435 members 
Mstep: Class 14 contains 3911 members 
Mstep: Class 15 contains 2325 members 
Mstep: Class 16 contains 41121 members 
Mstep: Class 17 contains 15607 members 
Mstep: Class 18 contains 949 members 
Mstep: Class 19 contains 38044 members 
Mstep: Class 20 contains 4657 members 
Mstep: Class 21 contains 5492 members 
Mstep: Class 22 contains 1137 members 
Mstep: Class 23 contains 12369 members 
Mstep: Class 24 contains 236991 members 
Mstep: Class 25 contains 3353 members 
Mstep: Class 26 contains 3758 members 
Mstep: Class 27 contains 5564 members 
Mstep: Class 28 contains 72864 members 
Mstep: Class 29 contains 5033 members 
Mstep: Class 30 contains 3155 members 
Mstep: Class 31 contains 4082 members 
Mstep: Class 32 contains 15506 members 
Mstep: Class 33 contains 8851 members 
Mstep: Class 34 contains 8934 members 
Mstep: Class 35 contains 26690 members 
Mstep: Class 36 contains 44790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155657056.000000 Penalty: 126091.726562
Iteration 168Q: 37 clusters Score -1.556571e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 119397 members 
Mstep: Class 2 contains 213501 members 
Mstep: Class 3 contains 1509 members 
Mstep: Class 4 contains 9010 members 
Mstep: Class 5 contains 4375 members 
Mstep: Class 6 contains 1246 members 
Mstep: Class 7 contains 10685 members 
Mstep: Class 8 contains 37312 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 83915 members 
Mstep: Class 11 contains 228835 members 
Mstep: Class 12 contains 75606 members 
Mstep: Class 13 contains 8435 members 
Mstep: Class 14 contains 3911 members 
Mstep: Class 15 contains 2325 members 
Mstep: Class 16 contains 41121 members 
Mstep: Class 17 contains 15606 members 
Mstep: Class 18 contains 949 members 
Mstep: Class 19 contains 38045 members 
Mstep: Class 20 contains 4657 members 
Mstep: Class 21 contains 5492 members 
Mstep: Class 22 contains 1137 members 
Mstep: Class 23 contains 12369 members 
Mstep: Class 24 contains 236990 members 
Mstep: Class 25 contains 3353 members 
Mstep: Class 26 contains 3758 members 
Mstep: Class 27 contains 5564 members 
Mstep: Class 28 contains 72863 members 
Mstep: Class 29 contains 5033 members 
Mstep: Class 30 contains 3155 members 
Mstep: Class 31 contains 4075 members 
Mstep: Class 32 contains 15515 members 
Mstep: Class 33 contains 8851 members 
Mstep: Class 34 contains 8934 members 
Mstep: Class 35 contains 26690 members 
Mstep: Class 36 contains 44790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155657104.000000 Penalty: 126091.726562
Iteration 169Q: 37 clusters Score -1.556571e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 119397 members 
Mstep: Class 2 contains 213499 members 
Mstep: Class 3 contains 1509 members 
Mstep: Class 4 contains 9010 members 
Mstep: Class 5 contains 4375 members 
Mstep: Class 6 contains 1246 members 
Mstep: Class 7 contains 10685 members 
Mstep: Class 8 contains 37312 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 83915 members 
Mstep: Class 11 contains 228836 members 
Mstep: Class 12 contains 75605 members 
Mstep: Class 13 contains 8435 members 
Mstep: Class 14 contains 3911 members 
Mstep: Class 15 contains 2325 members 
Mstep: Class 16 contains 41121 members 
Mstep: Class 17 contains 15605 members 
Mstep: Class 18 contains 949 members 
Mstep: Class 19 contains 38043 members 
Mstep: Class 20 contains 4657 members 
Mstep: Class 21 contains 5492 members 
Mstep: Class 22 contains 1137 members 
Mstep: Class 23 contains 12369 members 
Mstep: Class 24 contains 236990 members 
Mstep: Class 25 contains 3353 members 
Mstep: Class 26 contains 3758 members 
Mstep: Class 27 contains 5564 members 
Mstep: Class 28 contains 72863 members 
Mstep: Class 29 contains 5033 members 
Mstep: Class 30 contains 3155 members 
Mstep: Class 31 contains 4071 members 
Mstep: Class 32 contains 15524 members 
Mstep: Class 33 contains 8851 members 
Mstep: Class 34 contains 8934 members 
Mstep: Class 35 contains 26690 members 
Mstep: Class 36 contains 44790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155657024.000000 Penalty: 126091.726562
Iteration 170Q: 37 clusters Score -1.55657e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 119397 members 
Mstep: Class 2 contains 213495 members 
Mstep: Class 3 contains 1509 members 
Mstep: Class 4 contains 9010 members 
Mstep: Class 5 contains 4375 members 
Mstep: Class 6 contains 1246 members 
Mstep: Class 7 contains 10685 members 
Mstep: Class 8 contains 37311 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 83914 members 
Mstep: Class 11 contains 228836 members 
Mstep: Class 12 contains 75607 members 
Mstep: Class 13 contains 8435 members 
Mstep: Class 14 contains 3911 members 
Mstep: Class 15 contains 2325 members 
Mstep: Class 16 contains 41121 members 
Mstep: Class 17 contains 15604 members 
Mstep: Class 18 contains 949 members 
Mstep: Class 19 contains 38042 members 
Mstep: Class 20 contains 4657 members 
Mstep: Class 21 contains 5492 members 
Mstep: Class 22 contains 1137 members 
Mstep: Class 23 contains 12369 members 
Mstep: Class 24 contains 236990 members 
Mstep: Class 25 contains 3353 members 
Mstep: Class 26 contains 3758 members 
Mstep: Class 27 contains 5564 members 
Mstep: Class 28 contains 72863 members 
Mstep: Class 29 contains 5033 members 
Mstep: Class 30 contains 3155 members 
Mstep: Class 31 contains 4069 members 
Mstep: Class 32 contains 15532 members 
Mstep: Class 33 contains 8851 members 
Mstep: Class 34 contains 8934 members 
Mstep: Class 35 contains 26690 members 
Mstep: Class 36 contains 44790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155657024.000000 Penalty: 126091.726562
Iteration 171Q: 37 clusters Score -1.55657e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 119398 members 
Mstep: Class 2 contains 213494 members 
Mstep: Class 3 contains 1509 members 
Mstep: Class 4 contains 9010 members 
Mstep: Class 5 contains 4375 members 
Mstep: Class 6 contains 1246 members 
Mstep: Class 7 contains 10685 members 
Mstep: Class 8 contains 37312 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 83913 members 
Mstep: Class 11 contains 228837 members 
Mstep: Class 12 contains 75608 members 
Mstep: Class 13 contains 8435 members 
Mstep: Class 14 contains 3911 members 
Mstep: Class 15 contains 2325 members 
Mstep: Class 16 contains 41121 members 
Mstep: Class 17 contains 15602 members 
Mstep: Class 18 contains 949 members 
Mstep: Class 19 contains 38044 members 
Mstep: Class 20 contains 4657 members 
Mstep: Class 21 contains 5492 members 
Mstep: Class 22 contains 1137 members 
Mstep: Class 23 contains 12369 members 
Mstep: Class 24 contains 236990 members 
Mstep: Class 25 contains 3353 members 
Mstep: Class 26 contains 3758 members 
Mstep: Class 27 contains 5564 members 
Mstep: Class 28 contains 72861 members 
Mstep: Class 29 contains 5033 members 
Mstep: Class 30 contains 3155 members 
Mstep: Class 31 contains 4063 members 
Mstep: Class 32 contains 15538 members 
Mstep: Class 33 contains 8851 members 
Mstep: Class 34 contains 8934 members 
Mstep: Class 35 contains 26690 members 
Mstep: Class 36 contains 44790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155657008.000000 Penalty: 126091.726562
Iteration 172Q: 37 clusters Score -1.55657e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 119399 members 
Mstep: Class 2 contains 213492 members 
Mstep: Class 3 contains 1509 members 
Mstep: Class 4 contains 9010 members 
Mstep: Class 5 contains 4375 members 
Mstep: Class 6 contains 1246 members 
Mstep: Class 7 contains 10685 members 
Mstep: Class 8 contains 37313 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 83912 members 
Mstep: Class 11 contains 228833 members 
Mstep: Class 12 contains 75611 members 
Mstep: Class 13 contains 8435 members 
Mstep: Class 14 contains 3911 members 
Mstep: Class 15 contains 2325 members 
Mstep: Class 16 contains 41121 members 
Mstep: Class 17 contains 15602 members 
Mstep: Class 18 contains 949 members 
Mstep: Class 19 contains 38045 members 
Mstep: Class 20 contains 4657 members 
Mstep: Class 21 contains 5492 members 
Mstep: Class 22 contains 1137 members 
Mstep: Class 23 contains 12368 members 
Mstep: Class 24 contains 236990 members 
Mstep: Class 25 contains 3353 members 
Mstep: Class 26 contains 3758 members 
Mstep: Class 27 contains 5564 members 
Mstep: Class 28 contains 72857 members 
Mstep: Class 29 contains 5033 members 
Mstep: Class 30 contains 3155 members 
Mstep: Class 31 contains 4059 members 
Mstep: Class 32 contains 15548 members 
Mstep: Class 33 contains 8851 members 
Mstep: Class 34 contains 8934 members 
Mstep: Class 35 contains 26690 members 
Mstep: Class 36 contains 44790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155656912.000000 Penalty: 126091.726562
Iteration 173Q: 37 clusters Score -1.556569e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 119398 members 
Mstep: Class 2 contains 213488 members 
Mstep: Class 3 contains 1509 members 
Mstep: Class 4 contains 9010 members 
Mstep: Class 5 contains 4375 members 
Mstep: Class 6 contains 1246 members 
Mstep: Class 7 contains 10685 members 
Mstep: Class 8 contains 37312 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 83914 members 
Mstep: Class 11 contains 228833 members 
Mstep: Class 12 contains 75613 members 
Mstep: Class 13 contains 8435 members 
Mstep: Class 14 contains 3911 members 
Mstep: Class 15 contains 2325 members 
Mstep: Class 16 contains 41121 members 
Mstep: Class 17 contains 15603 members 
Mstep: Class 18 contains 949 members 
Mstep: Class 19 contains 38041 members 
Mstep: Class 20 contains 4657 members 
Mstep: Class 21 contains 5492 members 
Mstep: Class 22 contains 1137 members 
Mstep: Class 23 contains 12366 members 
Mstep: Class 24 contains 236989 members 
Mstep: Class 25 contains 3353 members 
Mstep: Class 26 contains 3758 members 
Mstep: Class 27 contains 5564 members 
Mstep: Class 28 contains 72856 members 
Mstep: Class 29 contains 5033 members 
Mstep: Class 30 contains 3155 members 
Mstep: Class 31 contains 4061 members 
Mstep: Class 32 contains 15555 members 
Mstep: Class 33 contains 8851 members 
Mstep: Class 34 contains 8934 members 
Mstep: Class 35 contains 26690 members 
Mstep: Class 36 contains 44790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155656976.000000 Penalty: 126091.726562
Iteration 174Q: 37 clusters Score -1.55657e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 119398 members 
Mstep: Class 2 contains 213486 members 
Mstep: Class 3 contains 1509 members 
Mstep: Class 4 contains 9010 members 
Mstep: Class 5 contains 4375 members 
Mstep: Class 6 contains 1246 members 
Mstep: Class 7 contains 10685 members 
Mstep: Class 8 contains 37310 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 83914 members 
Mstep: Class 11 contains 228833 members 
Mstep: Class 12 contains 75615 members 
Mstep: Class 13 contains 8435 members 
Mstep: Class 14 contains 3911 members 
Mstep: Class 15 contains 2325 members 
Mstep: Class 16 contains 41121 members 
Mstep: Class 17 contains 15603 members 
Mstep: Class 18 contains 949 members 
Mstep: Class 19 contains 38038 members 
Mstep: Class 20 contains 4657 members 
Mstep: Class 21 contains 5492 members 
Mstep: Class 22 contains 1137 members 
Mstep: Class 23 contains 12366 members 
Mstep: Class 24 contains 236988 members 
Mstep: Class 25 contains 3353 members 
Mstep: Class 26 contains 3758 members 
Mstep: Class 27 contains 5564 members 
Mstep: Class 28 contains 72854 members 
Mstep: Class 29 contains 5033 members 
Mstep: Class 30 contains 3155 members 
Mstep: Class 31 contains 4062 members 
Mstep: Class 32 contains 15562 members 
Mstep: Class 33 contains 8851 members 
Mstep: Class 34 contains 8934 members 
Mstep: Class 35 contains 26690 members 
Mstep: Class 36 contains 44790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155656976.000000 Penalty: 126091.726562
Iteration 175Q: 37 clusters Score -1.55657e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 119398 members 
Mstep: Class 2 contains 213487 members 
Mstep: Class 3 contains 1509 members 
Mstep: Class 4 contains 9010 members 
Mstep: Class 5 contains 4375 members 
Mstep: Class 6 contains 1246 members 
Mstep: Class 7 contains 10685 members 
Mstep: Class 8 contains 37310 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 83913 members 
Mstep: Class 11 contains 228834 members 
Mstep: Class 12 contains 75615 members 
Mstep: Class 13 contains 8435 members 
Mstep: Class 14 contains 3911 members 
Mstep: Class 15 contains 2325 members 
Mstep: Class 16 contains 41121 members 
Mstep: Class 17 contains 15603 members 
Mstep: Class 18 contains 949 members 
Mstep: Class 19 contains 38036 members 
Mstep: Class 20 contains 4657 members 
Mstep: Class 21 contains 5492 members 
Mstep: Class 22 contains 1137 members 
Mstep: Class 23 contains 12366 members 
Mstep: Class 24 contains 236987 members 
Mstep: Class 25 contains 3353 members 
Mstep: Class 26 contains 3758 members 
Mstep: Class 27 contains 5565 members 
Mstep: Class 28 contains 72854 members 
Mstep: Class 29 contains 5033 members 
Mstep: Class 30 contains 3155 members 
Mstep: Class 31 contains 4060 members 
Mstep: Class 32 contains 15565 members 
Mstep: Class 33 contains 8851 members 
Mstep: Class 34 contains 8934 members 
Mstep: Class 35 contains 26690 members 
Mstep: Class 36 contains 44790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155656896.000000 Penalty: 126091.726562
Iteration 176Q: 37 clusters Score -1.556569e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 119398 members 
Mstep: Class 2 contains 213486 members 
Mstep: Class 3 contains 1509 members 
Mstep: Class 4 contains 9010 members 
Mstep: Class 5 contains 4375 members 
Mstep: Class 6 contains 1246 members 
Mstep: Class 7 contains 10685 members 
Mstep: Class 8 contains 37310 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 83911 members 
Mstep: Class 11 contains 228833 members 
Mstep: Class 12 contains 75615 members 
Mstep: Class 13 contains 8435 members 
Mstep: Class 14 contains 3911 members 
Mstep: Class 15 contains 2325 members 
Mstep: Class 16 contains 41121 members 
Mstep: Class 17 contains 15603 members 
Mstep: Class 18 contains 949 members 
Mstep: Class 19 contains 38036 members 
Mstep: Class 20 contains 4657 members 
Mstep: Class 21 contains 5492 members 
Mstep: Class 22 contains 1137 members 
Mstep: Class 23 contains 12366 members 
Mstep: Class 24 contains 236988 members 
Mstep: Class 25 contains 3353 members 
Mstep: Class 26 contains 3758 members 
Mstep: Class 27 contains 5566 members 
Mstep: Class 28 contains 72853 members 
Mstep: Class 29 contains 5033 members 
Mstep: Class 30 contains 3155 members 
Mstep: Class 31 contains 4058 members 
Mstep: Class 32 contains 15570 members 
Mstep: Class 33 contains 8851 members 
Mstep: Class 34 contains 8934 members 
Mstep: Class 35 contains 26690 members 
Mstep: Class 36 contains 44790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155656976.000000 Penalty: 126091.726562
Iteration 177Q: 37 clusters Score -1.55657e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 119398 members 
Mstep: Class 2 contains 213480 members 
Mstep: Class 3 contains 1509 members 
Mstep: Class 4 contains 9010 members 
Mstep: Class 5 contains 4375 members 
Mstep: Class 6 contains 1246 members 
Mstep: Class 7 contains 10685 members 
Mstep: Class 8 contains 37310 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 83911 members 
Mstep: Class 11 contains 228833 members 
Mstep: Class 12 contains 75615 members 
Mstep: Class 13 contains 8435 members 
Mstep: Class 14 contains 3911 members 
Mstep: Class 15 contains 2325 members 
Mstep: Class 16 contains 41121 members 
Mstep: Class 17 contains 15603 members 
Mstep: Class 18 contains 949 members 
Mstep: Class 19 contains 38036 members 
Mstep: Class 20 contains 4657 members 
Mstep: Class 21 contains 5492 members 
Mstep: Class 22 contains 1137 members 
Mstep: Class 23 contains 12366 members 
Mstep: Class 24 contains 236988 members 
Mstep: Class 25 contains 3353 members 
Mstep: Class 26 contains 3758 members 
Mstep: Class 27 contains 5566 members 
Mstep: Class 28 contains 72852 members 
Mstep: Class 29 contains 5033 members 
Mstep: Class 30 contains 3155 members 
Mstep: Class 31 contains 4060 members 
Mstep: Class 32 contains 15575 members 
Mstep: Class 33 contains 8851 members 
Mstep: Class 34 contains 8934 members 
Mstep: Class 35 contains 26690 members 
Mstep: Class 36 contains 44790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155656928.000000 Penalty: 126091.726562
Iteration 178Q: 37 clusters Score -1.556569e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 119398 members 
Mstep: Class 2 contains 213480 members 
Mstep: Class 3 contains 1509 members 
Mstep: Class 4 contains 9010 members 
Mstep: Class 5 contains 4375 members 
Mstep: Class 6 contains 1246 members 
Mstep: Class 7 contains 10685 members 
Mstep: Class 8 contains 37310 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 83911 members 
Mstep: Class 11 contains 228833 members 
Mstep: Class 12 contains 75616 members 
Mstep: Class 13 contains 8435 members 
Mstep: Class 14 contains 3911 members 
Mstep: Class 15 contains 2325 members 
Mstep: Class 16 contains 41121 members 
Mstep: Class 17 contains 15603 members 
Mstep: Class 18 contains 949 members 
Mstep: Class 19 contains 38034 members 
Mstep: Class 20 contains 4657 members 
Mstep: Class 21 contains 5492 members 
Mstep: Class 22 contains 1137 members 
Mstep: Class 23 contains 12366 members 
Mstep: Class 24 contains 236987 members 
Mstep: Class 25 contains 3353 members 
Mstep: Class 26 contains 3758 members 
Mstep: Class 27 contains 5566 members 
Mstep: Class 28 contains 72850 members 
Mstep: Class 29 contains 5033 members 
Mstep: Class 30 contains 3155 members 
Mstep: Class 31 contains 4062 members 
Mstep: Class 32 contains 15577 members 
Mstep: Class 33 contains 8851 members 
Mstep: Class 34 contains 8934 members 
Mstep: Class 35 contains 26690 members 
Mstep: Class 36 contains 44790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155656992.000000 Penalty: 126091.726562
Iteration 179Q: 37 clusters Score -1.55657e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 119398 members 
Mstep: Class 2 contains 213482 members 
Mstep: Class 3 contains 1509 members 
Mstep: Class 4 contains 9010 members 
Mstep: Class 5 contains 4375 members 
Mstep: Class 6 contains 1246 members 
Mstep: Class 7 contains 10685 members 
Mstep: Class 8 contains 37309 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 83912 members 
Mstep: Class 11 contains 228833 members 
Mstep: Class 12 contains 75618 members 
Mstep: Class 13 contains 8435 members 
Mstep: Class 14 contains 3911 members 
Mstep: Class 15 contains 2325 members 
Mstep: Class 16 contains 41121 members 
Mstep: Class 17 contains 15603 members 
Mstep: Class 18 contains 949 members 
Mstep: Class 19 contains 38028 members 
Mstep: Class 20 contains 4657 members 
Mstep: Class 21 contains 5492 members 
Mstep: Class 22 contains 1137 members 
Mstep: Class 23 contains 12366 members 
Mstep: Class 24 contains 236987 members 
Mstep: Class 25 contains 3353 members 
Mstep: Class 26 contains 3758 members 
Mstep: Class 27 contains 5566 members 
Mstep: Class 28 contains 72849 members 
Mstep: Class 29 contains 5033 members 
Mstep: Class 30 contains 3155 members 
Mstep: Class 31 contains 4059 members 
Mstep: Class 32 contains 15582 members 
Mstep: Class 33 contains 8851 members 
Mstep: Class 34 contains 8934 members 
Mstep: Class 35 contains 26691 members 
Mstep: Class 36 contains 44790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155657056.000000 Penalty: 126091.726562
Iteration 180F: 37 clusters Score -1.556571e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 119398 members 
Mstep: Class 2 contains 213482 members 
Mstep: Class 3 contains 1509 members 
Mstep: Class 4 contains 9010 members 
Mstep: Class 5 contains 4375 members 
Mstep: Class 6 contains 1246 members 
Mstep: Class 7 contains 10685 members 
Mstep: Class 8 contains 37310 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 83912 members 
Mstep: Class 11 contains 228833 members 
Mstep: Class 12 contains 75618 members 
Mstep: Class 13 contains 8435 members 
Mstep: Class 14 contains 3911 members 
Mstep: Class 15 contains 2325 members 
Mstep: Class 16 contains 41121 members 
Mstep: Class 17 contains 15603 members 
Mstep: Class 18 contains 949 members 
Mstep: Class 19 contains 38024 members 
Mstep: Class 20 contains 4657 members 
Mstep: Class 21 contains 5492 members 
Mstep: Class 22 contains 1137 members 
Mstep: Class 23 contains 12366 members 
Mstep: Class 24 contains 236986 members 
Mstep: Class 25 contains 3353 members 
Mstep: Class 26 contains 3758 members 
Mstep: Class 27 contains 5567 members 
Mstep: Class 28 contains 72847 members 
Mstep: Class 29 contains 5033 members 
Mstep: Class 30 contains 3155 members 
Mstep: Class 31 contains 4062 members 
Mstep: Class 32 contains 15584 members 
Mstep: Class 33 contains 8851 members 
Mstep: Class 34 contains 8934 members 
Mstep: Class 35 contains 26691 members 
Mstep: Class 36 contains 44790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155657040.000000 Penalty: 126091.726562
Iteration 181Q: 37 clusters Score -1.55657e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 119399 members 
Mstep: Class 2 contains 213481 members 
Mstep: Class 3 contains 1509 members 
Mstep: Class 4 contains 9010 members 
Mstep: Class 5 contains 4375 members 
Mstep: Class 6 contains 1246 members 
Mstep: Class 7 contains 10685 members 
Mstep: Class 8 contains 37311 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 83912 members 
Mstep: Class 11 contains 228833 members 
Mstep: Class 12 contains 75618 members 
Mstep: Class 13 contains 8435 members 
Mstep: Class 14 contains 3911 members 
Mstep: Class 15 contains 2325 members 
Mstep: Class 16 contains 41121 members 
Mstep: Class 17 contains 15603 members 
Mstep: Class 18 contains 949 members 
Mstep: Class 19 contains 38022 members 
Mstep: Class 20 contains 4657 members 
Mstep: Class 21 contains 5492 members 
Mstep: Class 22 contains 1137 members 
Mstep: Class 23 contains 12366 members 
Mstep: Class 24 contains 236986 members 
Mstep: Class 25 contains 3353 members 
Mstep: Class 26 contains 3758 members 
Mstep: Class 27 contains 5568 members 
Mstep: Class 28 contains 72847 members 
Mstep: Class 29 contains 5033 members 
Mstep: Class 30 contains 3155 members 
Mstep: Class 31 contains 4060 members 
Mstep: Class 32 contains 15586 members 
Mstep: Class 33 contains 8851 members 
Mstep: Class 34 contains 8934 members 
Mstep: Class 35 contains 26691 members 
Mstep: Class 36 contains 44790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155657072.000000 Penalty: 126091.726562
Iteration 182Q: 37 clusters Score -1.556571e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 119399 members 
Mstep: Class 2 contains 213478 members 
Mstep: Class 3 contains 1509 members 
Mstep: Class 4 contains 9010 members 
Mstep: Class 5 contains 4375 members 
Mstep: Class 6 contains 1246 members 
Mstep: Class 7 contains 10685 members 
Mstep: Class 8 contains 37312 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 83912 members 
Mstep: Class 11 contains 228832 members 
Mstep: Class 12 contains 75618 members 
Mstep: Class 13 contains 8435 members 
Mstep: Class 14 contains 3911 members 
Mstep: Class 15 contains 2325 members 
Mstep: Class 16 contains 41121 members 
Mstep: Class 17 contains 15603 members 
Mstep: Class 18 contains 949 members 
Mstep: Class 19 contains 38022 members 
Mstep: Class 20 contains 4657 members 
Mstep: Class 21 contains 5492 members 
Mstep: Class 22 contains 1137 members 
Mstep: Class 23 contains 12366 members 
Mstep: Class 24 contains 236985 members 
Mstep: Class 25 contains 3353 members 
Mstep: Class 26 contains 3758 members 
Mstep: Class 27 contains 5568 members 
Mstep: Class 28 contains 72845 members 
Mstep: Class 29 contains 5033 members 
Mstep: Class 30 contains 3155 members 
Mstep: Class 31 contains 4060 members 
Mstep: Class 32 contains 15592 members 
Mstep: Class 33 contains 8851 members 
Mstep: Class 34 contains 8934 members 
Mstep: Class 35 contains 26691 members 
Mstep: Class 36 contains 44790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155657056.000000 Penalty: 126091.726562
Iteration 183Q: 37 clusters Score -1.556571e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 119398 members 
Mstep: Class 2 contains 213477 members 
Mstep: Class 3 contains 1509 members 
Mstep: Class 4 contains 9010 members 
Mstep: Class 5 contains 4375 members 
Mstep: Class 6 contains 1246 members 
Mstep: Class 7 contains 10685 members 
Mstep: Class 8 contains 37313 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 83912 members 
Mstep: Class 11 contains 228831 members 
Mstep: Class 12 contains 75618 members 
Mstep: Class 13 contains 8435 members 
Mstep: Class 14 contains 3911 members 
Mstep: Class 15 contains 2325 members 
Mstep: Class 16 contains 41121 members 
Mstep: Class 17 contains 15603 members 
Mstep: Class 18 contains 949 members 
Mstep: Class 19 contains 38022 members 
Mstep: Class 20 contains 4657 members 
Mstep: Class 21 contains 5492 members 
Mstep: Class 22 contains 1137 members 
Mstep: Class 23 contains 12366 members 
Mstep: Class 24 contains 236985 members 
Mstep: Class 25 contains 3353 members 
Mstep: Class 26 contains 3758 members 
Mstep: Class 27 contains 5568 members 
Mstep: Class 28 contains 72845 members 
Mstep: Class 29 contains 5033 members 
Mstep: Class 30 contains 3155 members 
Mstep: Class 31 contains 4059 members 
Mstep: Class 32 contains 15595 members 
Mstep: Class 33 contains 8851 members 
Mstep: Class 34 contains 8934 members 
Mstep: Class 35 contains 26691 members 
Mstep: Class 36 contains 44790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155657040.000000 Penalty: 126091.726562
Iteration 184Q: 37 clusters Score -1.55657e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 119398 members 
Mstep: Class 2 contains 213476 members 
Mstep: Class 3 contains 1509 members 
Mstep: Class 4 contains 9010 members 
Mstep: Class 5 contains 4375 members 
Mstep: Class 6 contains 1246 members 
Mstep: Class 7 contains 10685 members 
Mstep: Class 8 contains 37313 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 83912 members 
Mstep: Class 11 contains 228831 members 
Mstep: Class 12 contains 75618 members 
Mstep: Class 13 contains 8435 members 
Mstep: Class 14 contains 3911 members 
Mstep: Class 15 contains 2325 members 
Mstep: Class 16 contains 41121 members 
Mstep: Class 17 contains 15603 members 
Mstep: Class 18 contains 949 members 
Mstep: Class 19 contains 38022 members 
Mstep: Class 20 contains 4657 members 
Mstep: Class 21 contains 5492 members 
Mstep: Class 22 contains 1137 members 
Mstep: Class 23 contains 12366 members 
Mstep: Class 24 contains 236983 members 
Mstep: Class 25 contains 3353 members 
Mstep: Class 26 contains 3758 members 
Mstep: Class 27 contains 5568 members 
Mstep: Class 28 contains 72845 members 
Mstep: Class 29 contains 5033 members 
Mstep: Class 30 contains 3155 members 
Mstep: Class 31 contains 4058 members 
Mstep: Class 32 contains 15599 members 
Mstep: Class 33 contains 8851 members 
Mstep: Class 34 contains 8934 members 
Mstep: Class 35 contains 26691 members 
Mstep: Class 36 contains 44790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155657024.000000 Penalty: 126091.726562
Iteration 185Q: 37 clusters Score -1.55657e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 119399 members 
Mstep: Class 2 contains 213474 members 
Mstep: Class 3 contains 1509 members 
Mstep: Class 4 contains 9010 members 
Mstep: Class 5 contains 4375 members 
Mstep: Class 6 contains 1246 members 
Mstep: Class 7 contains 10685 members 
Mstep: Class 8 contains 37313 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 83912 members 
Mstep: Class 11 contains 228831 members 
Mstep: Class 12 contains 75618 members 
Mstep: Class 13 contains 8435 members 
Mstep: Class 14 contains 3911 members 
Mstep: Class 15 contains 2325 members 
Mstep: Class 16 contains 41121 members 
Mstep: Class 17 contains 15603 members 
Mstep: Class 18 contains 949 members 
Mstep: Class 19 contains 38021 members 
Mstep: Class 20 contains 4657 members 
Mstep: Class 21 contains 5492 members 
Mstep: Class 22 contains 1137 members 
Mstep: Class 23 contains 12366 members 
Mstep: Class 24 contains 236982 members 
Mstep: Class 25 contains 3353 members 
Mstep: Class 26 contains 3758 members 
Mstep: Class 27 contains 5568 members 
Mstep: Class 28 contains 72845 members 
Mstep: Class 29 contains 5033 members 
Mstep: Class 30 contains 3155 members 
Mstep: Class 31 contains 4058 members 
Mstep: Class 32 contains 15602 members 
Mstep: Class 33 contains 8851 members 
Mstep: Class 34 contains 8934 members 
Mstep: Class 35 contains 26691 members 
Mstep: Class 36 contains 44790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155657056.000000 Penalty: 126091.726562
Iteration 186Q: 37 clusters Score -1.556571e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 119399 members 
Mstep: Class 2 contains 213474 members 
Mstep: Class 3 contains 1509 members 
Mstep: Class 4 contains 9010 members 
Mstep: Class 5 contains 4375 members 
Mstep: Class 6 contains 1246 members 
Mstep: Class 7 contains 10685 members 
Mstep: Class 8 contains 37313 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 83912 members 
Mstep: Class 11 contains 228831 members 
Mstep: Class 12 contains 75618 members 
Mstep: Class 13 contains 8435 members 
Mstep: Class 14 contains 3911 members 
Mstep: Class 15 contains 2325 members 
Mstep: Class 16 contains 41121 members 
Mstep: Class 17 contains 15603 members 
Mstep: Class 18 contains 949 members 
Mstep: Class 19 contains 38022 members 
Mstep: Class 20 contains 4657 members 
Mstep: Class 21 contains 5492 members 
Mstep: Class 22 contains 1137 members 
Mstep: Class 23 contains 12366 members 
Mstep: Class 24 contains 236982 members 
Mstep: Class 25 contains 3353 members 
Mstep: Class 26 contains 3758 members 
Mstep: Class 27 contains 5568 members 
Mstep: Class 28 contains 72843 members 
Mstep: Class 29 contains 5033 members 
Mstep: Class 30 contains 3155 members 
Mstep: Class 31 contains 4059 members 
Mstep: Class 32 contains 15602 members 
Mstep: Class 33 contains 8851 members 
Mstep: Class 34 contains 8934 members 
Mstep: Class 35 contains 26691 members 
Mstep: Class 36 contains 44790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155657056.000000 Penalty: 126091.726562
Iteration 187Q: 37 clusters Score -1.556571e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 119399 members 
Mstep: Class 2 contains 213474 members 
Mstep: Class 3 contains 1509 members 
Mstep: Class 4 contains 9010 members 
Mstep: Class 5 contains 4375 members 
Mstep: Class 6 contains 1246 members 
Mstep: Class 7 contains 10685 members 
Mstep: Class 8 contains 37313 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 83911 members 
Mstep: Class 11 contains 228831 members 
Mstep: Class 12 contains 75618 members 
Mstep: Class 13 contains 8435 members 
Mstep: Class 14 contains 3911 members 
Mstep: Class 15 contains 2325 members 
Mstep: Class 16 contains 41121 members 
Mstep: Class 17 contains 15603 members 
Mstep: Class 18 contains 949 members 
Mstep: Class 19 contains 38023 members 
Mstep: Class 20 contains 4657 members 
Mstep: Class 21 contains 5492 members 
Mstep: Class 22 contains 1137 members 
Mstep: Class 23 contains 12366 members 
Mstep: Class 24 contains 236982 members 
Mstep: Class 25 contains 3353 members 
Mstep: Class 26 contains 3758 members 
Mstep: Class 27 contains 5568 members 
Mstep: Class 28 contains 72843 members 
Mstep: Class 29 contains 5033 members 
Mstep: Class 30 contains 3155 members 
Mstep: Class 31 contains 4059 members 
Mstep: Class 32 contains 15602 members 
Mstep: Class 33 contains 8851 members 
Mstep: Class 34 contains 8934 members 
Mstep: Class 35 contains 26691 members 
Mstep: Class 36 contains 44790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155657040.000000 Penalty: 126091.726562
Iteration 188Q: 37 clusters Score -1.55657e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 119399 members 
Mstep: Class 2 contains 213474 members 
Mstep: Class 3 contains 1509 members 
Mstep: Class 4 contains 9010 members 
Mstep: Class 5 contains 4375 members 
Mstep: Class 6 contains 1246 members 
Mstep: Class 7 contains 10685 members 
Mstep: Class 8 contains 37313 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 83911 members 
Mstep: Class 11 contains 228831 members 
Mstep: Class 12 contains 75618 members 
Mstep: Class 13 contains 8435 members 
Mstep: Class 14 contains 3911 members 
Mstep: Class 15 contains 2325 members 
Mstep: Class 16 contains 41121 members 
Mstep: Class 17 contains 15603 members 
Mstep: Class 18 contains 949 members 
Mstep: Class 19 contains 38023 members 
Mstep: Class 20 contains 4657 members 
Mstep: Class 21 contains 5492 members 
Mstep: Class 22 contains 1137 members 
Mstep: Class 23 contains 12366 members 
Mstep: Class 24 contains 236982 members 
Mstep: Class 25 contains 3353 members 
Mstep: Class 26 contains 3758 members 
Mstep: Class 27 contains 5568 members 
Mstep: Class 28 contains 72843 members 
Mstep: Class 29 contains 5033 members 
Mstep: Class 30 contains 3155 members 
Mstep: Class 31 contains 4059 members 
Mstep: Class 32 contains 15602 members 
Mstep: Class 33 contains 8851 members 
Mstep: Class 34 contains 8934 members 
Mstep: Class 35 contains 26691 members 
Mstep: Class 36 contains 44790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155657040.000000 Penalty: 126091.726562
Iteration 189F: 37 clusters Score -1.55657e+08 nChanged 0
Entering ConstructFrom: 
Score: -155657040.000000 Penalty: 126091.726562
Entering ConstructFrom: 
Trying to split cluster 1 (119399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119399 members 
Entering Unmasked Estep 
Score: -14190972.000000 Penalty: 2899.176270
	Iteration 0F: 2 clusters Score -1.419097e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59828 members 
Mstep: Class 2 contains 59571 members 
Entering Unmasked Estep 
Score: -14111293.000000 Penalty: 5798.352539
	Iteration 0F: 3 clusters Score -1.411129e+07 nChanged 56927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63441 members 
Mstep: Class 2 contains 55958 members 
Entering Unmasked Estep 
Score: -14144584.000000 Penalty: 5798.352539
	Iteration 1F: 3 clusters Score -1.414458e+07 nChanged 4299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65792 members 
Mstep: Class 2 contains 53607 members 
Entering Unmasked Estep 
Score: -14145752.000000 Penalty: 5798.352539
	Iteration 2Q: 3 clusters Score -1.414575e+07 nChanged 5047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69319 members 
Mstep: Class 2 contains 50080 members 
Entering Unmasked Estep 
Score: -14147434.000000 Penalty: 5798.352539
	Iteration 3Q: 3 clusters Score -1.414743e+07 nChanged 6217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74338 members 
Mstep: Class 2 contains 45061 members 
Entering Unmasked Estep 
Score: -14150445.000000 Penalty: 5798.352539
	Iteration 4F: 3 clusters Score -1.415044e+07 nChanged 7642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80964 members 
Mstep: Class 2 contains 38435 members 
Entering Unmasked Estep 
Score: -14155158.000000 Penalty: 5798.352539
	Iteration 5F: 3 clusters Score -1.415516e+07 nChanged 8940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88958 members 
Mstep: Class 2 contains 30441 members 
Entering Unmasked Estep 
Score: -14161809.000000 Penalty: 5798.352539
	Iteration 6F: 3 clusters Score -1.416181e+07 nChanged 9124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97258 members 
Mstep: Class 2 contains 22141 members 
Entering Unmasked Estep 
Score: -14169328.000000 Penalty: 5798.352539
	Iteration 7F: 3 clusters Score -1.416933e+07 nChanged 7916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104612 members 
Mstep: Class 2 contains 14787 members 
Entering Unmasked Estep 
Score: -14176107.000000 Penalty: 5798.352539
	Iteration 8F: 3 clusters Score -1.417611e+07 nChanged 5966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110336 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -14181584.000000 Penalty: 5798.352539
	Iteration 9Q: 3 clusters Score -1.418158e+07 nChanged 3782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114042 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -14184847.000000 Penalty: 5798.352539
	Iteration 10Q: 3 clusters Score -1.418485e+07 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115965 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -14186758.000000 Penalty: 5798.352539
	Iteration 11Q: 3 clusters Score -1.418676e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116839 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -14187896.000000 Penalty: 5798.352539
	Iteration 12Q: 3 clusters Score -1.41879e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117138 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -14188478.000000 Penalty: 5798.352539
	Iteration 13Q: 3 clusters Score -1.418848e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117194 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -14188822.000000 Penalty: 5798.352539
	Iteration 14Q: 3 clusters Score -1.418882e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117174 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -14189020.000000 Penalty: 5798.352539
	Iteration 15Q: 3 clusters Score -1.418902e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117120 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -14189140.000000 Penalty: 5798.352539
	Iteration 16Q: 3 clusters Score -1.418914e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117058 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -14189226.000000 Penalty: 5798.352539
	Iteration 17Q: 3 clusters Score -1.418923e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116994 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -14189290.000000 Penalty: 5798.352539
	Iteration 18Q: 3 clusters Score -1.418929e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116944 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -14189323.000000 Penalty: 5798.352539
	Iteration 19Q: 3 clusters Score -1.418932e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116900 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -14189355.000000 Penalty: 5798.352539
	Iteration 20F: 3 clusters Score -1.418936e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116866 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -14189376.000000 Penalty: 5798.352539
	Iteration 21Q: 3 clusters Score -1.418938e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116834 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -14189400.000000 Penalty: 5798.352539
	Iteration 22Q: 3 clusters Score -1.41894e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116817 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -14189413.000000 Penalty: 5798.352539
	Iteration 23Q: 3 clusters Score -1.418941e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116800 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -14189429.000000 Penalty: 5798.352539
	Iteration 24Q: 3 clusters Score -1.418943e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116773 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -14189469.000000 Penalty: 5798.352539
	Iteration 25Q: 3 clusters Score -1.418947e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116754 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -14189516.000000 Penalty: 5798.352539
	Iteration 26Q: 3 clusters Score -1.418952e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116729 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -14189526.000000 Penalty: 5798.352539
	Iteration 27Q: 3 clusters Score -1.418953e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116708 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -14189534.000000 Penalty: 5798.352539
	Iteration 28Q: 3 clusters Score -1.418953e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116681 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -14189549.000000 Penalty: 5798.352539
	Iteration 29Q: 3 clusters Score -1.418955e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116654 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -14189564.000000 Penalty: 5798.352539
	Iteration 30Q: 3 clusters Score -1.418956e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116630 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -14189563.000000 Penalty: 5798.352539
	Iteration 31Q: 3 clusters Score -1.418956e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116604 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -14189557.000000 Penalty: 5798.352539
	Iteration 32Q: 3 clusters Score -1.418956e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116579 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -14189572.000000 Penalty: 5798.352539
	Iteration 33Q: 3 clusters Score -1.418957e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116556 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -14189571.000000 Penalty: 5798.352539
	Iteration 34Q: 3 clusters Score -1.418957e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116540 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -14189570.000000 Penalty: 5798.352539
	Iteration 35Q: 3 clusters Score -1.418957e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116520 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -14189573.000000 Penalty: 5798.352539
	Iteration 36Q: 3 clusters Score -1.418957e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116512 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -14189592.000000 Penalty: 5798.352539
	Iteration 37Q: 3 clusters Score -1.418959e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116499 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -14189603.000000 Penalty: 5798.352539
	Iteration 38Q: 3 clusters Score -1.41896e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116479 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -14189589.000000 Penalty: 5798.352539
	Iteration 39Q: 3 clusters Score -1.418959e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116464 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -14189585.000000 Penalty: 5798.352539
	Iteration 40F: 3 clusters Score -1.418958e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116439 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -14189577.000000 Penalty: 5798.352539
	Iteration 41Q: 3 clusters Score -1.418958e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116418 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -14189568.000000 Penalty: 5798.352539
	Iteration 42Q: 3 clusters Score -1.418957e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116393 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -14189564.000000 Penalty: 5798.352539
	Iteration 43Q: 3 clusters Score -1.418956e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116357 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -14189563.000000 Penalty: 5798.352539
	Iteration 44Q: 3 clusters Score -1.418956e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116323 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -14189572.000000 Penalty: 5798.352539
	Iteration 45Q: 3 clusters Score -1.418957e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116297 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -14189588.000000 Penalty: 5798.352539
	Iteration 46Q: 3 clusters Score -1.418959e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116277 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -14189601.000000 Penalty: 5798.352539
	Iteration 47Q: 3 clusters Score -1.41896e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116259 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -14189600.000000 Penalty: 5798.352539
	Iteration 48Q: 3 clusters Score -1.41896e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116240 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -14189583.000000 Penalty: 5798.352539
	Iteration 49Q: 3 clusters Score -1.418958e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116235 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -14189590.000000 Penalty: 5798.352539
	Iteration 50Q: 3 clusters Score -1.418959e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116226 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -14189597.000000 Penalty: 5798.352539
	Iteration 51Q: 3 clusters Score -1.41896e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116222 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -14189613.000000 Penalty: 5798.352539
	Iteration 52Q: 3 clusters Score -1.418961e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116216 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -14189617.000000 Penalty: 5798.352539
	Iteration 53Q: 3 clusters Score -1.418962e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116209 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -14189610.000000 Penalty: 5798.352539
	Iteration 54Q: 3 clusters Score -1.418961e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116203 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -14189606.000000 Penalty: 5798.352539
	Iteration 55Q: 3 clusters Score -1.418961e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116198 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -14189609.000000 Penalty: 5798.352539
	Iteration 56Q: 3 clusters Score -1.418961e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116195 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -14189614.000000 Penalty: 5798.352539
	Iteration 57Q: 3 clusters Score -1.418961e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116190 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -14189614.000000 Penalty: 5798.352539
	Iteration 58Q: 3 clusters Score -1.418961e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116185 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -14189607.000000 Penalty: 5798.352539
	Iteration 59Q: 3 clusters Score -1.418961e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116182 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -14189593.000000 Penalty: 5798.352539
	Iteration 60F: 3 clusters Score -1.418959e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116176 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -14189611.000000 Penalty: 5798.352539
	Iteration 61Q: 3 clusters Score -1.418961e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116173 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -14189609.000000 Penalty: 5798.352539
	Iteration 62Q: 3 clusters Score -1.418961e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116169 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -14189598.000000 Penalty: 5798.352539
	Iteration 63Q: 3 clusters Score -1.41896e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116162 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -14189596.000000 Penalty: 5798.352539
	Iteration 64Q: 3 clusters Score -1.41896e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116160 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -14189580.000000 Penalty: 5798.352539
	Iteration 65Q: 3 clusters Score -1.418958e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116158 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -14189582.000000 Penalty: 5798.352539
	Iteration 66Q: 3 clusters Score -1.418958e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116157 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -14189588.000000 Penalty: 5798.352539
	Iteration 67Q: 3 clusters Score -1.418959e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116157 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -14189588.000000 Penalty: 5798.352539
	Iteration 68F: 3 clusters Score -1.418959e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (213474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213474 members 
Entering Unmasked Estep 
Score: -25784170.000000 Penalty: 3043.275146
	Iteration 0F: 2 clusters Score -2.578417e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106023 members 
Mstep: Class 2 contains 107451 members 
Entering Unmasked Estep 
Score: -25654726.000000 Penalty: 6086.550293
	Iteration 0F: 3 clusters Score -2.565473e+07 nChanged 102635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95200 members 
Mstep: Class 2 contains 118274 members 
Entering Unmasked Estep 
Score: -25716414.000000 Penalty: 6086.550293
	Iteration 1F: 3 clusters Score -2.571641e+07 nChanged 9121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87969 members 
Mstep: Class 2 contains 125505 members 
Entering Unmasked Estep 
Score: -25720288.000000 Penalty: 6086.550293
	Iteration 2Q: 3 clusters Score -2.572029e+07 nChanged 12333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77022 members 
Mstep: Class 2 contains 136452 members 
Entering Unmasked Estep 
Score: -25727078.000000 Penalty: 6086.550293
	Iteration 3F: 3 clusters Score -2.572708e+07 nChanged 16394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61550 members 
Mstep: Class 2 contains 151924 members 
Entering Unmasked Estep 
Score: -25738100.000000 Penalty: 6086.550293
	Iteration 4F: 3 clusters Score -2.57381e+07 nChanged 19033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43059 members 
Mstep: Class 2 contains 170415 members 
Entering Unmasked Estep 
Score: -25751904.000000 Penalty: 6086.550293
	Iteration 5F: 3 clusters Score -2.57519e+07 nChanged 17340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25961 members 
Mstep: Class 2 contains 187513 members 
Entering Unmasked Estep 
Score: -25763584.000000 Penalty: 6086.550293
	Iteration 6F: 3 clusters Score -2.576358e+07 nChanged 11668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14379 members 
Mstep: Class 2 contains 199095 members 
Entering Unmasked Estep 
Score: -25772106.000000 Penalty: 6086.550293
	Iteration 7F: 3 clusters Score -2.577211e+07 nChanged 6268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 205311 members 
Entering Unmasked Estep 
Score: -25777126.000000 Penalty: 6086.550293
	Iteration 8Q: 3 clusters Score -2.577713e+07 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 207966 members 
Entering Unmasked Estep 
Score: -25780034.000000 Penalty: 6086.550293
	Iteration 9Q: 3 clusters Score -2.578003e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 208905 members 
Entering Unmasked Estep 
Score: -25781488.000000 Penalty: 6086.550293
	Iteration 10Q: 3 clusters Score -2.578149e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 209252 members 
Entering Unmasked Estep 
Score: -25782112.000000 Penalty: 6086.550293
	Iteration 11Q: 3 clusters Score -2.578211e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 209418 members 
Entering Unmasked Estep 
Score: -25782512.000000 Penalty: 6086.550293
	Iteration 12Q: 3 clusters Score -2.578251e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 209513 members 
Entering Unmasked Estep 
Score: -25782704.000000 Penalty: 6086.550293
	Iteration 13Q: 3 clusters Score -2.57827e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 209561 members 
Entering Unmasked Estep 
Score: -25782770.000000 Penalty: 6086.550293
	Iteration 14Q: 3 clusters Score -2.578277e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 209582 members 
Entering Unmasked Estep 
Score: -25782826.000000 Penalty: 6086.550293
	Iteration 15Q: 3 clusters Score -2.578283e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 209589 members 
Entering Unmasked Estep 
Score: -25782904.000000 Penalty: 6086.550293
	Iteration 16Q: 3 clusters Score -2.57829e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 209607 members 
Entering Unmasked Estep 
Score: -25782916.000000 Penalty: 6086.550293
	Iteration 17Q: 3 clusters Score -2.578292e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 209617 members 
Entering Unmasked Estep 
Score: -25782934.000000 Penalty: 6086.550293
	Iteration 18Q: 3 clusters Score -2.578293e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 209606 members 
Entering Unmasked Estep 
Score: -25782958.000000 Penalty: 6086.550293
	Iteration 19Q: 3 clusters Score -2.578296e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 209600 members 
Entering Unmasked Estep 
Score: -25782964.000000 Penalty: 6086.550293
	Iteration 20F: 3 clusters Score -2.578296e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 209597 members 
Entering Unmasked Estep 
Score: -25782992.000000 Penalty: 6086.550293
	Iteration 21Q: 3 clusters Score -2.578299e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 209595 members 
Entering Unmasked Estep 
Score: -25783000.000000 Penalty: 6086.550293
	Iteration 22Q: 3 clusters Score -2.5783e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 209589 members 
Entering Unmasked Estep 
Score: -25783040.000000 Penalty: 6086.550293
	Iteration 23Q: 3 clusters Score -2.578304e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 209587 members 
Entering Unmasked Estep 
Score: -25783020.000000 Penalty: 6086.550293
	Iteration 24Q: 3 clusters Score -2.578302e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 209584 members 
Entering Unmasked Estep 
Score: -25783018.000000 Penalty: 6086.550293
	Iteration 25Q: 3 clusters Score -2.578302e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 209580 members 
Entering Unmasked Estep 
Score: -25783018.000000 Penalty: 6086.550293
	Iteration 26Q: 3 clusters Score -2.578302e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 209573 members 
Entering Unmasked Estep 
Score: -25782984.000000 Penalty: 6086.550293
	Iteration 27Q: 3 clusters Score -2.578298e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 209563 members 
Entering Unmasked Estep 
Score: -25782980.000000 Penalty: 6086.550293
	Iteration 28Q: 3 clusters Score -2.578298e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 209555 members 
Entering Unmasked Estep 
Score: -25782986.000000 Penalty: 6086.550293
	Iteration 29Q: 3 clusters Score -2.578299e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 209546 members 
Entering Unmasked Estep 
Score: -25782990.000000 Penalty: 6086.550293
	Iteration 30Q: 3 clusters Score -2.578299e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 209540 members 
Entering Unmasked Estep 
Score: -25782978.000000 Penalty: 6086.550293
	Iteration 31Q: 3 clusters Score -2.578298e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 209542 members 
Entering Unmasked Estep 
Score: -25782976.000000 Penalty: 6086.550293
	Iteration 32Q: 3 clusters Score -2.578298e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 209542 members 
Entering Unmasked Estep 
Score: -25783004.000000 Penalty: 6086.550293
	Iteration 33Q: 3 clusters Score -2.5783e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 209543 members 
Entering Unmasked Estep 
Score: -25783008.000000 Penalty: 6086.550293
	Iteration 34Q: 3 clusters Score -2.578301e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 209542 members 
Entering Unmasked Estep 
Score: -25783010.000000 Penalty: 6086.550293
	Iteration 35Q: 3 clusters Score -2.578301e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 209539 members 
Entering Unmasked Estep 
Score: -25783012.000000 Penalty: 6086.550293
	Iteration 36Q: 3 clusters Score -2.578301e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 209540 members 
Entering Unmasked Estep 
Score: -25783014.000000 Penalty: 6086.550293
	Iteration 37Q: 3 clusters Score -2.578301e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 209540 members 
Entering Unmasked Estep 
Score: -25783014.000000 Penalty: 6086.550293
	Iteration 38F: 3 clusters Score -2.578301e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -146872.687500 Penalty: 1815.162231
	Iteration 0F: 2 clusters Score -146872.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -144629.078125 Penalty: 3630.324463
	Iteration 0F: 3 clusters Score -144629.1 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -145081.593750 Penalty: 3630.324463
	Iteration 1F: 3 clusters Score -145081.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -145297.171875 Penalty: 3630.324463
	Iteration 2F: 3 clusters Score -145297.2 nChanged 103
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: -145493.250000 Penalty: 3630.324463
	Iteration 3F: 3 clusters Score -145493.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -145678.109375 Penalty: 3630.324463
	Iteration 4F: 3 clusters Score -145678.1 nChanged 93
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: -145899.828125 Penalty: 3630.324463
	Iteration 5F: 3 clusters Score -145899.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -146139.312500 Penalty: 3630.324463
	Iteration 6F: 3 clusters Score -146139.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -146414.046875 Penalty: 3630.324463
	Iteration 7F: 3 clusters Score -146414 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -146503.015625 Penalty: 3630.324463
	Iteration 8Q: 3 clusters Score -146503 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -146545.734375 Penalty: 3630.324463
	Iteration 9Q: 3 clusters Score -146545.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -146566.921875 Penalty: 3630.324463
	Iteration 10Q: 3 clusters Score -146566.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -146581.500000 Penalty: 3630.324463
	Iteration 11Q: 3 clusters Score -146581.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -146590.125000 Penalty: 3630.324463
	Iteration 12Q: 3 clusters Score -146590.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -146595.593750 Penalty: 3630.324463
	Iteration 13Q: 3 clusters Score -146595.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -146596.281250 Penalty: 3630.324463
	Iteration 14Q: 3 clusters Score -146596.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -146596.968750 Penalty: 3630.324463
	Iteration 15Q: 3 clusters Score -146597 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -146596.968750 Penalty: 3630.324463
	Iteration 16F: 3 clusters Score -146597 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (9010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Entering Unmasked Estep 
Score: -1035709.812500 Penalty: 2258.310547
	Iteration 0F: 2 clusters Score -1035710 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -1028788.312500 Penalty: 4516.621094
	Iteration 0F: 3 clusters Score -1028788 nChanged 3716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -1031167.187500 Penalty: 4516.621094
	Iteration 1F: 3 clusters Score -1031167 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -1031906.937500 Penalty: 4516.621094
	Iteration 2F: 3 clusters Score -1031907 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -1032567.125000 Penalty: 4516.621094
	Iteration 3F: 3 clusters Score -1032567 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -1033142.937500 Penalty: 4516.621094
	Iteration 4F: 3 clusters Score -1033143 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -1033560.125000 Penalty: 4516.621094
	Iteration 5F: 3 clusters Score -1033560 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -1033835.375000 Penalty: 4516.621094
	Iteration 6Q: 3 clusters Score -1033835 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -1034028.812500 Penalty: 4516.621094
	Iteration 7Q: 3 clusters Score -1034029 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -1034199.750000 Penalty: 4516.621094
	Iteration 8Q: 3 clusters Score -1034200 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -1034306.062500 Penalty: 4516.621094
	Iteration 9Q: 3 clusters Score -1034306 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1034369.625000 Penalty: 4516.621094
	Iteration 10Q: 3 clusters Score -1034370 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1034417.312500 Penalty: 4516.621094
	Iteration 11Q: 3 clusters Score -1034417 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -1034450.312500 Penalty: 4516.621094
	Iteration 12Q: 3 clusters Score -1034450 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1034468.562500 Penalty: 4516.621094
	Iteration 13Q: 3 clusters Score -1034469 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1034479.312500 Penalty: 4516.621094
	Iteration 14Q: 3 clusters Score -1034479 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1034486.812500 Penalty: 4516.621094
	Iteration 15Q: 3 clusters Score -1034487 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1034494.000000 Penalty: 4516.621094
	Iteration 16Q: 3 clusters Score -1034494 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1034506.937500 Penalty: 4516.621094
	Iteration 17Q: 3 clusters Score -1034507 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1034516.437500 Penalty: 4516.621094
	Iteration 18Q: 3 clusters Score -1034516 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1034525.562500 Penalty: 4516.621094
	Iteration 19Q: 3 clusters Score -1034526 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1034532.125000 Penalty: 4516.621094
	Iteration 20F: 3 clusters Score -1034532 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1034531.875000 Penalty: 4516.621094
	Iteration 21Q: 3 clusters Score -1034532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1034533.562500 Penalty: 4516.621094
	Iteration 22Q: 3 clusters Score -1034534 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1034538.937500 Penalty: 4516.621094
	Iteration 23Q: 3 clusters Score -1034539 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1034539.375000 Penalty: 4516.621094
	Iteration 24Q: 3 clusters Score -1034539 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1034538.312500 Penalty: 4516.621094
	Iteration 25Q: 3 clusters Score -1034538 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1034538.312500 Penalty: 4516.621094
	Iteration 26F: 3 clusters Score -1034538 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Entering Unmasked Estep 
Score: -477068.468750 Penalty: 2079.148193
	Iteration 0F: 2 clusters Score -477068.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -472951.781250 Penalty: 4158.296387
	Iteration 0F: 3 clusters Score -472951.8 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -473950.875000 Penalty: 4158.296387
	Iteration 1F: 3 clusters Score -473950.9 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -474256.687500 Penalty: 4158.296387
	Iteration 2F: 3 clusters Score -474256.7 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -474443.281250 Penalty: 4158.296387
	Iteration 3F: 3 clusters Score -474443.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -474581.281250 Penalty: 4158.296387
	Iteration 4Q: 3 clusters Score -474581.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -474683.843750 Penalty: 4158.296387
	Iteration 5Q: 3 clusters Score -474683.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -474775.625000 Penalty: 4158.296387
	Iteration 6Q: 3 clusters Score -474775.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -474853.562500 Penalty: 4158.296387
	Iteration 7Q: 3 clusters Score -474853.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -474912.468750 Penalty: 4158.296387
	Iteration 8Q: 3 clusters Score -474912.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -474959.343750 Penalty: 4158.296387
	Iteration 9Q: 3 clusters Score -474959.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -474997.062500 Penalty: 4158.296387
	Iteration 10Q: 3 clusters Score -474997.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -475029.562500 Penalty: 4158.296387
	Iteration 11Q: 3 clusters Score -475029.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -475051.750000 Penalty: 4158.296387
	Iteration 12Q: 3 clusters Score -475051.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -475072.250000 Penalty: 4158.296387
	Iteration 13Q: 3 clusters Score -475072.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -475093.250000 Penalty: 4158.296387
	Iteration 14Q: 3 clusters Score -475093.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -475111.718750 Penalty: 4158.296387
	Iteration 15Q: 3 clusters Score -475111.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -475130.562500 Penalty: 4158.296387
	Iteration 16Q: 3 clusters Score -475130.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -475151.156250 Penalty: 4158.296387
	Iteration 17Q: 3 clusters Score -475151.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -475170.906250 Penalty: 4158.296387
	Iteration 18Q: 3 clusters Score -475170.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -475182.156250 Penalty: 4158.296387
	Iteration 19Q: 3 clusters Score -475182.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -475198.562500 Penalty: 4158.296387
	Iteration 20F: 3 clusters Score -475198.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -475205.687500 Penalty: 4158.296387
	Iteration 21Q: 3 clusters Score -475205.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -475213.625000 Penalty: 4158.296387
	Iteration 22Q: 3 clusters Score -475213.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -475220.406250 Penalty: 4158.296387
	Iteration 23Q: 3 clusters Score -475220.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -475227.093750 Penalty: 4158.296387
	Iteration 24Q: 3 clusters Score -475227.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -475232.281250 Penalty: 4158.296387
	Iteration 25Q: 3 clusters Score -475232.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -475237.406250 Penalty: 4158.296387
	Iteration 26Q: 3 clusters Score -475237.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -475243.281250 Penalty: 4158.296387
	Iteration 27Q: 3 clusters Score -475243.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -475248.062500 Penalty: 4158.296387
	Iteration 28Q: 3 clusters Score -475248.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -475252.718750 Penalty: 4158.296387
	Iteration 29Q: 3 clusters Score -475252.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -475258.000000 Penalty: 4158.296387
	Iteration 30Q: 3 clusters Score -475258 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -475260.781250 Penalty: 4158.296387
	Iteration 31Q: 3 clusters Score -475260.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -475262.750000 Penalty: 4158.296387
	Iteration 32Q: 3 clusters Score -475262.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -475264.312500 Penalty: 4158.296387
	Iteration 33Q: 3 clusters Score -475264.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -475265.218750 Penalty: 4158.296387
	Iteration 34Q: 3 clusters Score -475265.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -475266.468750 Penalty: 4158.296387
	Iteration 35Q: 3 clusters Score -475266.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -475267.281250 Penalty: 4158.296387
	Iteration 36Q: 3 clusters Score -475267.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -475267.718750 Penalty: 4158.296387
	Iteration 37Q: 3 clusters Score -475267.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -475267.718750 Penalty: 4158.296387
	Iteration 38F: 3 clusters Score -475267.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Entering Unmasked Estep 
Score: -136065.671875 Penalty: 1767.667969
	Iteration 0F: 2 clusters Score -136065.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -134016.046875 Penalty: 3535.335938
	Iteration 0F: 3 clusters Score -134016 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -134556.484375 Penalty: 3535.335938
	Iteration 1F: 3 clusters Score -134556.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -135057.234375 Penalty: 3535.335938
	Iteration 2F: 3 clusters Score -135057.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -135297.234375 Penalty: 3535.335938
	Iteration 3F: 3 clusters Score -135297.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -135431.828125 Penalty: 3535.335938
	Iteration 4F: 3 clusters Score -135431.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -135496.218750 Penalty: 3535.335938
	Iteration 5Q: 3 clusters Score -135496.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -135548.062500 Penalty: 3535.335938
	Iteration 6Q: 3 clusters Score -135548.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -135583.437500 Penalty: 3535.335938
	Iteration 7Q: 3 clusters Score -135583.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -135598.015625 Penalty: 3535.335938
	Iteration 8Q: 3 clusters Score -135598 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -135609.687500 Penalty: 3535.335938
	Iteration 9Q: 3 clusters Score -135609.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -135632.796875 Penalty: 3535.335938
	Iteration 10Q: 3 clusters Score -135632.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -135642.703125 Penalty: 3535.335938
	Iteration 11Q: 3 clusters Score -135642.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -135653.656250 Penalty: 3535.335938
	Iteration 12Q: 3 clusters Score -135653.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -135661.875000 Penalty: 3535.335938
	Iteration 13Q: 3 clusters Score -135661.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -135669.531250 Penalty: 3535.335938
	Iteration 14Q: 3 clusters Score -135669.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -135672.359375 Penalty: 3535.335938
	Iteration 15Q: 3 clusters Score -135672.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -135673.578125 Penalty: 3535.335938
	Iteration 16Q: 3 clusters Score -135673.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -135675.468750 Penalty: 3535.335938
	Iteration 17Q: 3 clusters Score -135675.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -135677.484375 Penalty: 3535.335938
	Iteration 18Q: 3 clusters Score -135677.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -135679.062500 Penalty: 3535.335938
	Iteration 19Q: 3 clusters Score -135679.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -135680.843750 Penalty: 3535.335938
	Iteration 20F: 3 clusters Score -135680.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -135683.109375 Penalty: 3535.335938
	Iteration 21Q: 3 clusters Score -135683.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -135683.109375 Penalty: 3535.335938
	Iteration 22F: 3 clusters Score -135683.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (10685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Entering Unmasked Estep 
Score: -1228503.625000 Penalty: 2300.595703
	Iteration 0F: 2 clusters Score -1228504 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -1220446.625000 Penalty: 4601.191406
	Iteration 0F: 3 clusters Score -1220447 nChanged 4423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -1222819.750000 Penalty: 4601.191406
	Iteration 1F: 3 clusters Score -1222820 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -1223204.875000 Penalty: 4601.191406
	Iteration 2F: 3 clusters Score -1223205 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -1223511.000000 Penalty: 4601.191406
	Iteration 3F: 3 clusters Score -1223511 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -1223771.500000 Penalty: 4601.191406
	Iteration 4Q: 3 clusters Score -1223772 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -1223993.000000 Penalty: 4601.191406
	Iteration 5Q: 3 clusters Score -1223993 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -1224218.750000 Penalty: 4601.191406
	Iteration 6Q: 3 clusters Score -1224219 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -1224458.125000 Penalty: 4601.191406
	Iteration 7Q: 3 clusters Score -1224458 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -1224667.875000 Penalty: 4601.191406
	Iteration 8Q: 3 clusters Score -1224668 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -1224890.625000 Penalty: 4601.191406
	Iteration 9Q: 3 clusters Score -1224891 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -1225110.125000 Penalty: 4601.191406
	Iteration 10Q: 3 clusters Score -1225110 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -1225307.750000 Penalty: 4601.191406
	Iteration 11Q: 3 clusters Score -1225308 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -1225499.500000 Penalty: 4601.191406
	Iteration 12Q: 3 clusters Score -1225500 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -1225657.375000 Penalty: 4601.191406
	Iteration 13Q: 3 clusters Score -1225657 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -1225786.875000 Penalty: 4601.191406
	Iteration 14Q: 3 clusters Score -1225787 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -1225873.500000 Penalty: 4601.191406
	Iteration 15Q: 3 clusters Score -1225874 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -1225950.875000 Penalty: 4601.191406
	Iteration 16Q: 3 clusters Score -1225951 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -1226030.875000 Penalty: 4601.191406
	Iteration 17Q: 3 clusters Score -1226031 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1226110.750000 Penalty: 4601.191406
	Iteration 18Q: 3 clusters Score -1226111 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -1226187.375000 Penalty: 4601.191406
	Iteration 19Q: 3 clusters Score -1226187 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -1226248.375000 Penalty: 4601.191406
	Iteration 20F: 3 clusters Score -1226248 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -1226305.875000 Penalty: 4601.191406
	Iteration 21Q: 3 clusters Score -1226306 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -1226358.125000 Penalty: 4601.191406
	Iteration 22Q: 3 clusters Score -1226358 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1226409.625000 Penalty: 4601.191406
	Iteration 23Q: 3 clusters Score -1226410 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1226449.125000 Penalty: 4601.191406
	Iteration 24Q: 3 clusters Score -1226449 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1226495.875000 Penalty: 4601.191406
	Iteration 25Q: 3 clusters Score -1226496 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1226530.500000 Penalty: 4601.191406
	Iteration 26Q: 3 clusters Score -1226530 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1226572.375000 Penalty: 4601.191406
	Iteration 27Q: 3 clusters Score -1226572 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1226597.125000 Penalty: 4601.191406
	Iteration 28Q: 3 clusters Score -1226597 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1226623.500000 Penalty: 4601.191406
	Iteration 29Q: 3 clusters Score -1226624 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1226650.625000 Penalty: 4601.191406
	Iteration 30Q: 3 clusters Score -1226651 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1226673.500000 Penalty: 4601.191406
	Iteration 31Q: 3 clusters Score -1226674 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1226692.250000 Penalty: 4601.191406
	Iteration 32Q: 3 clusters Score -1226692 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1226704.875000 Penalty: 4601.191406
	Iteration 33Q: 3 clusters Score -1226705 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1226712.375000 Penalty: 4601.191406
	Iteration 34Q: 3 clusters Score -1226712 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1226718.375000 Penalty: 4601.191406
	Iteration 35Q: 3 clusters Score -1226718 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1226728.250000 Penalty: 4601.191406
	Iteration 36Q: 3 clusters Score -1226728 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1226733.125000 Penalty: 4601.191406
	Iteration 37Q: 3 clusters Score -1226733 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1226738.250000 Penalty: 4601.191406
	Iteration 38Q: 3 clusters Score -1226738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1226742.750000 Penalty: 4601.191406
	Iteration 39Q: 3 clusters Score -1226743 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1226746.625000 Penalty: 4601.191406
	Iteration 40F: 3 clusters Score -1226747 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1226753.250000 Penalty: 4601.191406
	Iteration 41Q: 3 clusters Score -1226753 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1226754.250000 Penalty: 4601.191406
	Iteration 42Q: 3 clusters Score -1226754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1226755.000000 Penalty: 4601.191406
	Iteration 43Q: 3 clusters Score -1226755 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1226756.250000 Penalty: 4601.191406
	Iteration 44Q: 3 clusters Score -1226756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1226758.875000 Penalty: 4601.191406
	Iteration 45Q: 3 clusters Score -1226759 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1226763.000000 Penalty: 4601.191406
	Iteration 46Q: 3 clusters Score -1226763 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1226765.250000 Penalty: 4601.191406
	Iteration 47Q: 3 clusters Score -1226765 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1226767.500000 Penalty: 4601.191406
	Iteration 48Q: 3 clusters Score -1226768 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1226771.125000 Penalty: 4601.191406
	Iteration 49Q: 3 clusters Score -1226771 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1226772.250000 Penalty: 4601.191406
	Iteration 50Q: 3 clusters Score -1226772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1226773.125000 Penalty: 4601.191406
	Iteration 51Q: 3 clusters Score -1226773 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1226773.250000 Penalty: 4601.191406
	Iteration 52Q: 3 clusters Score -1226773 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1226773.250000 Penalty: 4601.191406
	Iteration 53F: 3 clusters Score -1226773 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (37313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37313 members 
Entering Unmasked Estep 
Score: -4330699.500000 Penalty: 2610.719971
	Iteration 0F: 2 clusters Score -4330700 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18707 members 
Mstep: Class 2 contains 18606 members 
Entering Unmasked Estep 
Score: -4305301.000000 Penalty: 5221.439941
	Iteration 0F: 3 clusters Score -4305301 nChanged 17012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19331 members 
Mstep: Class 2 contains 17982 members 
Entering Unmasked Estep 
Score: -4314942.500000 Penalty: 5221.439941
	Iteration 1F: 3 clusters Score -4314942 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19609 members 
Mstep: Class 2 contains 17704 members 
Entering Unmasked Estep 
Score: -4315534.500000 Penalty: 5221.439941
	Iteration 2Q: 3 clusters Score -4315534 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20023 members 
Mstep: Class 2 contains 17290 members 
Entering Unmasked Estep 
Score: -4316132.500000 Penalty: 5221.439941
	Iteration 3Q: 3 clusters Score -4316132 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20633 members 
Mstep: Class 2 contains 16680 members 
Entering Unmasked Estep 
Score: -4316783.500000 Penalty: 5221.439941
	Iteration 4Q: 3 clusters Score -4316784 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21511 members 
Mstep: Class 2 contains 15802 members 
Entering Unmasked Estep 
Score: -4317601.500000 Penalty: 5221.439941
	Iteration 5Q: 3 clusters Score -4317602 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22721 members 
Mstep: Class 2 contains 14592 members 
Entering Unmasked Estep 
Score: -4318598.000000 Penalty: 5221.439941
	Iteration 6F: 3 clusters Score -4318598 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24244 members 
Mstep: Class 2 contains 13069 members 
Entering Unmasked Estep 
Score: -4319845.000000 Penalty: 5221.439941
	Iteration 7F: 3 clusters Score -4319845 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25997 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -4321268.500000 Penalty: 5221.439941
	Iteration 8F: 3 clusters Score -4321268 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27795 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -4322818.000000 Penalty: 5221.439941
	Iteration 9F: 3 clusters Score -4322818 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29547 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -4324450.500000 Penalty: 5221.439941
	Iteration 10F: 3 clusters Score -4324450 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31068 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -4325894.500000 Penalty: 5221.439941
	Iteration 11Q: 3 clusters Score -4325894 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32149 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -4326893.000000 Penalty: 5221.439941
	Iteration 12Q: 3 clusters Score -4326893 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32906 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -4327476.000000 Penalty: 5221.439941
	Iteration 13Q: 3 clusters Score -4327476 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33444 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -4327827.000000 Penalty: 5221.439941
	Iteration 14Q: 3 clusters Score -4327827 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33883 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -4328043.000000 Penalty: 5221.439941
	Iteration 15Q: 3 clusters Score -4328043 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34247 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -4328239.500000 Penalty: 5221.439941
	Iteration 16Q: 3 clusters Score -4328240 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34537 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -4328370.500000 Penalty: 5221.439941
	Iteration 17Q: 3 clusters Score -4328370 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34768 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -4328479.000000 Penalty: 5221.439941
	Iteration 18Q: 3 clusters Score -4328479 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34958 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -4328573.000000 Penalty: 5221.439941
	Iteration 19Q: 3 clusters Score -4328573 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35103 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -4328629.500000 Penalty: 5221.439941
	Iteration 20F: 3 clusters Score -4328630 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35223 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -4328662.000000 Penalty: 5221.439941
	Iteration 21Q: 3 clusters Score -4328662 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35305 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -4328687.000000 Penalty: 5221.439941
	Iteration 22Q: 3 clusters Score -4328687 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35359 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -4328701.000000 Penalty: 5221.439941
	Iteration 23Q: 3 clusters Score -4328701 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35402 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -4328713.500000 Penalty: 5221.439941
	Iteration 24Q: 3 clusters Score -4328714 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35448 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -4328720.500000 Penalty: 5221.439941
	Iteration 25Q: 3 clusters Score -4328720 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35486 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -4328727.000000 Penalty: 5221.439941
	Iteration 26Q: 3 clusters Score -4328727 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35517 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -4328738.500000 Penalty: 5221.439941
	Iteration 27Q: 3 clusters Score -4328738 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35546 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -4328738.500000 Penalty: 5221.439941
	Iteration 28Q: 3 clusters Score -4328738 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35571 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -4328745.500000 Penalty: 5221.439941
	Iteration 29Q: 3 clusters Score -4328746 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35594 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -4328746.500000 Penalty: 5221.439941
	Iteration 30Q: 3 clusters Score -4328746 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35615 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -4328757.000000 Penalty: 5221.439941
	Iteration 31Q: 3 clusters Score -4328757 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35638 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -4328778.000000 Penalty: 5221.439941
	Iteration 32Q: 3 clusters Score -4328778 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35650 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -4328769.500000 Penalty: 5221.439941
	Iteration 33Q: 3 clusters Score -4328770 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35661 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -4328774.500000 Penalty: 5221.439941
	Iteration 34Q: 3 clusters Score -4328774 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35674 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -4328793.000000 Penalty: 5221.439941
	Iteration 35Q: 3 clusters Score -4328793 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35685 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -4328788.000000 Penalty: 5221.439941
	Iteration 36Q: 3 clusters Score -4328788 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35697 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -4328794.500000 Penalty: 5221.439941
	Iteration 37Q: 3 clusters Score -4328794 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35706 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -4328797.000000 Penalty: 5221.439941
	Iteration 38Q: 3 clusters Score -4328797 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35713 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -4328793.500000 Penalty: 5221.439941
	Iteration 39Q: 3 clusters Score -4328794 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35723 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -4328795.500000 Penalty: 5221.439941
	Iteration 40F: 3 clusters Score -4328796 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35732 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -4328798.000000 Penalty: 5221.439941
	Iteration 41Q: 3 clusters Score -4328798 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35744 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -4328804.000000 Penalty: 5221.439941
	Iteration 42Q: 3 clusters Score -4328804 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35755 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -4328806.000000 Penalty: 5221.439941
	Iteration 43Q: 3 clusters Score -4328806 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35763 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -4328805.500000 Penalty: 5221.439941
	Iteration 44Q: 3 clusters Score -4328806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35767 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -4328806.000000 Penalty: 5221.439941
	Iteration 45Q: 3 clusters Score -4328806 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35772 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -4328800.500000 Penalty: 5221.439941
	Iteration 46Q: 3 clusters Score -4328800 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35776 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -4328807.500000 Penalty: 5221.439941
	Iteration 47Q: 3 clusters Score -4328808 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35776 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -4328807.500000 Penalty: 5221.439941
	Iteration 48F: 3 clusters Score -4328808 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Entering Unmasked Estep 
Score: -130875.140625 Penalty: 1765.268066
	Iteration 0F: 2 clusters Score -130875.1 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 615 members 
Entering Unmasked Estep 
Score: -128885.218750 Penalty: 3530.536133
	Iteration 0F: 3 clusters Score -128885.2 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -129392.828125 Penalty: 3530.536133
	Iteration 1F: 3 clusters Score -129392.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -129668.835938 Penalty: 3530.536133
	Iteration 2F: 3 clusters Score -129668.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -129863.187500 Penalty: 3530.536133
	Iteration 3F: 3 clusters Score -129863.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -130050.476562 Penalty: 3530.536133
	Iteration 4F: 3 clusters Score -130050.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -130186.906250 Penalty: 3530.536133
	Iteration 5F: 3 clusters Score -130186.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -130264.843750 Penalty: 3530.536133
	Iteration 6Q: 3 clusters Score -130264.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -130291.656250 Penalty: 3530.536133
	Iteration 7Q: 3 clusters Score -130291.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -130303.289062 Penalty: 3530.536133
	Iteration 8Q: 3 clusters Score -130303.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -130319.382812 Penalty: 3530.536133
	Iteration 9Q: 3 clusters Score -130319.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -130327.265625 Penalty: 3530.536133
	Iteration 10Q: 3 clusters Score -130327.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -130330.992188 Penalty: 3530.536133
	Iteration 11Q: 3 clusters Score -130331 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -130333.125000 Penalty: 3530.536133
	Iteration 12Q: 3 clusters Score -130333.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -130333.953125 Penalty: 3530.536133
	Iteration 13Q: 3 clusters Score -130334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -130337.421875 Penalty: 3530.536133
	Iteration 14Q: 3 clusters Score -130337.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -130347.382812 Penalty: 3530.536133
	Iteration 15Q: 3 clusters Score -130347.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -130349.406250 Penalty: 3530.536133
	Iteration 16Q: 3 clusters Score -130349.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -130349.406250 Penalty: 3530.536133
	Iteration 17F: 3 clusters Score -130349.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (83911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83911 members 
Entering Unmasked Estep 
Score: -9922400.000000 Penalty: 2811.702881
	Iteration 0F: 2 clusters Score -9922400 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42026 members 
Mstep: Class 2 contains 41885 members 
Entering Unmasked Estep 
Score: -9865823.000000 Penalty: 5623.405762
	Iteration 0F: 3 clusters Score -9865823 nChanged 39477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43187 members 
Mstep: Class 2 contains 40724 members 
Entering Unmasked Estep 
Score: -9887905.000000 Penalty: 5623.405762
	Iteration 1F: 3 clusters Score -9887905 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43887 members 
Mstep: Class 2 contains 40024 members 
Entering Unmasked Estep 
Score: -9888493.000000 Penalty: 5623.405762
	Iteration 2Q: 3 clusters Score -9888493 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44997 members 
Mstep: Class 2 contains 38914 members 
Entering Unmasked Estep 
Score: -9889009.000000 Penalty: 5623.405762
	Iteration 3Q: 3 clusters Score -9889009 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46603 members 
Mstep: Class 2 contains 37308 members 
Entering Unmasked Estep 
Score: -9889764.000000 Penalty: 5623.405762
	Iteration 4Q: 3 clusters Score -9889764 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48946 members 
Mstep: Class 2 contains 34965 members 
Entering Unmasked Estep 
Score: -9890695.000000 Penalty: 5623.405762
	Iteration 5Q: 3 clusters Score -9890695 nChanged 3676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52374 members 
Mstep: Class 2 contains 31537 members 
Entering Unmasked Estep 
Score: -9892258.000000 Penalty: 5623.405762
	Iteration 6Q: 3 clusters Score -9892258 nChanged 5042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57348 members 
Mstep: Class 2 contains 26563 members 
Entering Unmasked Estep 
Score: -9895193.000000 Penalty: 5623.405762
	Iteration 7F: 3 clusters Score -9895193 nChanged 6473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63803 members 
Mstep: Class 2 contains 20108 members 
Entering Unmasked Estep 
Score: -9900003.000000 Penalty: 5623.405762
	Iteration 8F: 3 clusters Score -9900003 nChanged 7528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71327 members 
Mstep: Class 2 contains 12584 members 
Entering Unmasked Estep 
Score: -9906969.000000 Penalty: 5623.405762
	Iteration 9F: 3 clusters Score -9906969 nChanged 6719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78044 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -9913831.000000 Penalty: 5623.405762
	Iteration 10F: 3 clusters Score -9913831 nChanged 3886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81930 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -9917823.000000 Penalty: 5623.405762
	Iteration 11Q: 3 clusters Score -9917823 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83290 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -9919178.000000 Penalty: 5623.405762
	Iteration 12Q: 3 clusters Score -9919178 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83610 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -9919567.000000 Penalty: 5623.405762
	Iteration 13Q: 3 clusters Score -9919567 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83676 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -9919677.000000 Penalty: 5623.405762
	Iteration 14Q: 3 clusters Score -9919677 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83697 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -9919715.000000 Penalty: 5623.405762
	Iteration 15Q: 3 clusters Score -9919715 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83706 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -9919739.000000 Penalty: 5623.405762
	Iteration 16Q: 3 clusters Score -9919739 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83714 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -9919748.000000 Penalty: 5623.405762
	Iteration 17Q: 3 clusters Score -9919748 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83721 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -9919764.000000 Penalty: 5623.405762
	Iteration 18Q: 3 clusters Score -9919764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83725 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -9919781.000000 Penalty: 5623.405762
	Iteration 19Q: 3 clusters Score -9919781 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83727 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -9919793.000000 Penalty: 5623.405762
	Iteration 20F: 3 clusters Score -9919793 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83729 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -9919795.000000 Penalty: 5623.405762
	Iteration 21Q: 3 clusters Score -9919795 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83731 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -9919803.000000 Penalty: 5623.405762
	Iteration 22Q: 3 clusters Score -9919803 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83731 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -9919804.000000 Penalty: 5623.405762
	Iteration 23Q: 3 clusters Score -9919804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83733 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -9919810.000000 Penalty: 5623.405762
	Iteration 24Q: 3 clusters Score -9919810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83732 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -9919813.000000 Penalty: 5623.405762
	Iteration 25Q: 3 clusters Score -9919813 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83732 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -9919813.000000 Penalty: 5623.405762
	Iteration 26F: 3 clusters Score -9919813 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (228831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228831 members 
Entering Unmasked Estep 
Score: -27094006.000000 Penalty: 3060.503418
	Iteration 0F: 2 clusters Score -2.709401e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114240 members 
Mstep: Class 2 contains 114591 members 
Entering Unmasked Estep 
Score: -26941614.000000 Penalty: 6121.006836
	Iteration 0F: 3 clusters Score -2.694161e+07 nChanged 110147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111333 members 
Mstep: Class 2 contains 117498 members 
Entering Unmasked Estep 
Score: -27006016.000000 Penalty: 6121.006836
	Iteration 1F: 3 clusters Score -2.700602e+07 nChanged 6372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108953 members 
Mstep: Class 2 contains 119878 members 
Entering Unmasked Estep 
Score: -27007386.000000 Penalty: 6121.006836
	Iteration 2Q: 3 clusters Score -2.700739e+07 nChanged 6940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105329 members 
Mstep: Class 2 contains 123502 members 
Entering Unmasked Estep 
Score: -27009106.000000 Penalty: 6121.006836
	Iteration 3Q: 3 clusters Score -2.700911e+07 nChanged 8293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99746 members 
Mstep: Class 2 contains 129085 members 
Entering Unmasked Estep 
Score: -27012006.000000 Penalty: 6121.006836
	Iteration 4Q: 3 clusters Score -2.701201e+07 nChanged 10570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91440 members 
Mstep: Class 2 contains 137391 members 
Entering Unmasked Estep 
Score: -27016512.000000 Penalty: 6121.006836
	Iteration 5Q: 3 clusters Score -2.701651e+07 nChanged 13317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79921 members 
Mstep: Class 2 contains 148910 members 
Entering Unmasked Estep 
Score: -27023748.000000 Penalty: 6121.006836
	Iteration 6F: 3 clusters Score -2.702375e+07 nChanged 15803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65240 members 
Mstep: Class 2 contains 163591 members 
Entering Unmasked Estep 
Score: -27034540.000000 Penalty: 6121.006836
	Iteration 7F: 3 clusters Score -2.703454e+07 nChanged 17319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48523 members 
Mstep: Class 2 contains 180308 members 
Entering Unmasked Estep 
Score: -27048322.000000 Penalty: 6121.006836
	Iteration 8F: 3 clusters Score -2.704832e+07 nChanged 16268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32461 members 
Mstep: Class 2 contains 196370 members 
Entering Unmasked Estep 
Score: -27062432.000000 Penalty: 6121.006836
	Iteration 9F: 3 clusters Score -2.706243e+07 nChanged 12995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19504 members 
Mstep: Class 2 contains 209327 members 
Entering Unmasked Estep 
Score: -27074110.000000 Penalty: 6121.006836
	Iteration 10F: 3 clusters Score -2.707411e+07 nChanged 9169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 218484 members 
Entering Unmasked Estep 
Score: -27082278.000000 Penalty: 6121.006836
	Iteration 11Q: 3 clusters Score -2.708228e+07 nChanged 5521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 224005 members 
Entering Unmasked Estep 
Score: -27087178.000000 Penalty: 6121.006836
	Iteration 12Q: 3 clusters Score -2.708718e+07 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 226726 members 
Entering Unmasked Estep 
Score: -27089630.000000 Penalty: 6121.006836
	Iteration 13Q: 3 clusters Score -2.708963e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 227827 members 
Entering Unmasked Estep 
Score: -27090542.000000 Penalty: 6121.006836
	Iteration 14Q: 3 clusters Score -2.709054e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 228210 members 
Entering Unmasked Estep 
Score: -27090964.000000 Penalty: 6121.006836
	Iteration 15Q: 3 clusters Score -2.709096e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 228368 members 
Entering Unmasked Estep 
Score: -27091138.000000 Penalty: 6121.006836
	Iteration 16Q: 3 clusters Score -2.709114e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 228421 members 
Entering Unmasked Estep 
Score: -27091204.000000 Penalty: 6121.006836
	Iteration 17Q: 3 clusters Score -2.70912e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 228448 members 
Entering Unmasked Estep 
Score: -27091266.000000 Penalty: 6121.006836
	Iteration 18Q: 3 clusters Score -2.709127e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 228469 members 
Entering Unmasked Estep 
Score: -27091270.000000 Penalty: 6121.006836
	Iteration 19Q: 3 clusters Score -2.709127e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 228487 members 
Entering Unmasked Estep 
Score: -27091306.000000 Penalty: 6121.006836
	Iteration 20F: 3 clusters Score -2.709131e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 228494 members 
Entering Unmasked Estep 
Score: -27091342.000000 Penalty: 6121.006836
	Iteration 21Q: 3 clusters Score -2.709134e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 228501 members 
Entering Unmasked Estep 
Score: -27091340.000000 Penalty: 6121.006836
	Iteration 22Q: 3 clusters Score -2.709134e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 228504 members 
Entering Unmasked Estep 
Score: -27091334.000000 Penalty: 6121.006836
	Iteration 23Q: 3 clusters Score -2.709133e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 228510 members 
Entering Unmasked Estep 
Score: -27091356.000000 Penalty: 6121.006836
	Iteration 24Q: 3 clusters Score -2.709136e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 228514 members 
Entering Unmasked Estep 
Score: -27091346.000000 Penalty: 6121.006836
	Iteration 25Q: 3 clusters Score -2.709135e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 228515 members 
Entering Unmasked Estep 
Score: -27091336.000000 Penalty: 6121.006836
	Iteration 26Q: 3 clusters Score -2.709134e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 228518 members 
Entering Unmasked Estep 
Score: -27091368.000000 Penalty: 6121.006836
	Iteration 27Q: 3 clusters Score -2.709137e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 228519 members 
Entering Unmasked Estep 
Score: -27091368.000000 Penalty: 6121.006836
	Iteration 28Q: 3 clusters Score -2.709137e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 228517 members 
Entering Unmasked Estep 
Score: -27091356.000000 Penalty: 6121.006836
	Iteration 29Q: 3 clusters Score -2.709136e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 228517 members 
Entering Unmasked Estep 
Score: -27091356.000000 Penalty: 6121.006836
	Iteration 30F: 3 clusters Score -2.709136e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (75618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75618 members 
Entering Unmasked Estep 
Score: -8925206.000000 Penalty: 2785.895508
	Iteration 0F: 2 clusters Score -8925206 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37774 members 
Mstep: Class 2 contains 37844 members 
Entering Unmasked Estep 
Score: -8874650.000000 Penalty: 5571.791016
	Iteration 0F: 3 clusters Score -8874650 nChanged 35368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38390 members 
Mstep: Class 2 contains 37228 members 
Entering Unmasked Estep 
Score: -8894454.000000 Penalty: 5571.791016
	Iteration 1F: 3 clusters Score -8894454 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38765 members 
Mstep: Class 2 contains 36853 members 
Entering Unmasked Estep 
Score: -8894983.000000 Penalty: 5571.791016
	Iteration 2Q: 3 clusters Score -8894983 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39325 members 
Mstep: Class 2 contains 36293 members 
Entering Unmasked Estep 
Score: -8895544.000000 Penalty: 5571.791016
	Iteration 3Q: 3 clusters Score -8895544 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40122 members 
Mstep: Class 2 contains 35496 members 
Entering Unmasked Estep 
Score: -8896308.000000 Penalty: 5571.791016
	Iteration 4Q: 3 clusters Score -8896308 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41235 members 
Mstep: Class 2 contains 34383 members 
Entering Unmasked Estep 
Score: -8897260.000000 Penalty: 5571.791016
	Iteration 5Q: 3 clusters Score -8897260 nChanged 3285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42880 members 
Mstep: Class 2 contains 32738 members 
Entering Unmasked Estep 
Score: -8898492.000000 Penalty: 5571.791016
	Iteration 6Q: 3 clusters Score -8898492 nChanged 3658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45122 members 
Mstep: Class 2 contains 30496 members 
Entering Unmasked Estep 
Score: -8900093.000000 Penalty: 5571.791016
	Iteration 7Q: 3 clusters Score -8900093 nChanged 4080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47888 members 
Mstep: Class 2 contains 27730 members 
Entering Unmasked Estep 
Score: -8902116.000000 Penalty: 5571.791016
	Iteration 8F: 3 clusters Score -8902116 nChanged 4345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51185 members 
Mstep: Class 2 contains 24433 members 
Entering Unmasked Estep 
Score: -8904606.000000 Penalty: 5571.791016
	Iteration 9F: 3 clusters Score -8904606 nChanged 4455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54834 members 
Mstep: Class 2 contains 20784 members 
Entering Unmasked Estep 
Score: -8907754.000000 Penalty: 5571.791016
	Iteration 10F: 3 clusters Score -8907754 nChanged 4351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58661 members 
Mstep: Class 2 contains 16957 members 
Entering Unmasked Estep 
Score: -8911425.000000 Penalty: 5571.791016
	Iteration 11F: 3 clusters Score -8911425 nChanged 3683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61858 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
Score: -8914832.000000 Penalty: 5571.791016
	Iteration 12Q: 3 clusters Score -8914832 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64117 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -8917267.000000 Penalty: 5571.791016
	Iteration 13Q: 3 clusters Score -8917267 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65631 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -8918602.000000 Penalty: 5571.791016
	Iteration 14Q: 3 clusters Score -8918602 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66752 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -8919288.000000 Penalty: 5571.791016
	Iteration 15Q: 3 clusters Score -8919288 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67711 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -8919736.000000 Penalty: 5571.791016
	Iteration 16Q: 3 clusters Score -8919736 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68585 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -8920179.000000 Penalty: 5571.791016
	Iteration 17Q: 3 clusters Score -8920179 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69346 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -8920530.000000 Penalty: 5571.791016
	Iteration 18Q: 3 clusters Score -8920530 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70012 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -8920825.000000 Penalty: 5571.791016
	Iteration 19Q: 3 clusters Score -8920825 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70625 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -8921114.000000 Penalty: 5571.791016
	Iteration 20F: 3 clusters Score -8921114 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71170 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -8921346.000000 Penalty: 5571.791016
	Iteration 21Q: 3 clusters Score -8921346 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71649 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -8921548.000000 Penalty: 5571.791016
	Iteration 22Q: 3 clusters Score -8921548 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72036 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -8921731.000000 Penalty: 5571.791016
	Iteration 23Q: 3 clusters Score -8921731 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72396 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -8921900.000000 Penalty: 5571.791016
	Iteration 24Q: 3 clusters Score -8921900 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72699 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -8921987.000000 Penalty: 5571.791016
	Iteration 25Q: 3 clusters Score -8921987 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72940 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -8922115.000000 Penalty: 5571.791016
	Iteration 26Q: 3 clusters Score -8922115 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73155 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -8922230.000000 Penalty: 5571.791016
	Iteration 27Q: 3 clusters Score -8922230 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73332 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -8922282.000000 Penalty: 5571.791016
	Iteration 28Q: 3 clusters Score -8922282 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73476 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -8922341.000000 Penalty: 5571.791016
	Iteration 29Q: 3 clusters Score -8922341 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73596 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -8922399.000000 Penalty: 5571.791016
	Iteration 30Q: 3 clusters Score -8922399 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73705 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -8922432.000000 Penalty: 5571.791016
	Iteration 31Q: 3 clusters Score -8922432 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73812 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -8922491.000000 Penalty: 5571.791016
	Iteration 32Q: 3 clusters Score -8922491 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73897 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -8922536.000000 Penalty: 5571.791016
	Iteration 33Q: 3 clusters Score -8922536 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73980 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -8922577.000000 Penalty: 5571.791016
	Iteration 34Q: 3 clusters Score -8922577 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74062 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -8922599.000000 Penalty: 5571.791016
	Iteration 35Q: 3 clusters Score -8922599 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74135 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -8922633.000000 Penalty: 5571.791016
	Iteration 36Q: 3 clusters Score -8922633 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74192 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -8922655.000000 Penalty: 5571.791016
	Iteration 37Q: 3 clusters Score -8922655 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74241 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -8922689.000000 Penalty: 5571.791016
	Iteration 38Q: 3 clusters Score -8922689 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74278 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -8922702.000000 Penalty: 5571.791016
	Iteration 39Q: 3 clusters Score -8922702 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74311 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -8922709.000000 Penalty: 5571.791016
	Iteration 40F: 3 clusters Score -8922709 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74343 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -8922712.000000 Penalty: 5571.791016
	Iteration 41Q: 3 clusters Score -8922712 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74370 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -8922709.000000 Penalty: 5571.791016
	Iteration 42Q: 3 clusters Score -8922709 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74394 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -8922720.000000 Penalty: 5571.791016
	Iteration 43Q: 3 clusters Score -8922720 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74408 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -8922735.000000 Penalty: 5571.791016
	Iteration 44Q: 3 clusters Score -8922735 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74422 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -8922724.000000 Penalty: 5571.791016
	Iteration 45Q: 3 clusters Score -8922724 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74430 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -8922719.000000 Penalty: 5571.791016
	Iteration 46Q: 3 clusters Score -8922719 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74439 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -8922722.000000 Penalty: 5571.791016
	Iteration 47Q: 3 clusters Score -8922722 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74452 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -8922737.000000 Penalty: 5571.791016
	Iteration 48Q: 3 clusters Score -8922737 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74458 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -8922734.000000 Penalty: 5571.791016
	Iteration 49Q: 3 clusters Score -8922734 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74467 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -8922740.000000 Penalty: 5571.791016
	Iteration 50Q: 3 clusters Score -8922740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74472 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -8922738.000000 Penalty: 5571.791016
	Iteration 51Q: 3 clusters Score -8922738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74475 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -8922741.000000 Penalty: 5571.791016
	Iteration 52Q: 3 clusters Score -8922741 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74479 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -8922750.000000 Penalty: 5571.791016
	Iteration 53Q: 3 clusters Score -8922750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74484 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -8922744.000000 Penalty: 5571.791016
	Iteration 54Q: 3 clusters Score -8922744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74488 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -8922752.000000 Penalty: 5571.791016
	Iteration 55Q: 3 clusters Score -8922752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74491 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -8922750.000000 Penalty: 5571.791016
	Iteration 56Q: 3 clusters Score -8922750 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74497 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -8922758.000000 Penalty: 5571.791016
	Iteration 57Q: 3 clusters Score -8922758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74501 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -8922755.000000 Penalty: 5571.791016
	Iteration 58Q: 3 clusters Score -8922755 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74505 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -8922754.000000 Penalty: 5571.791016
	Iteration 59Q: 3 clusters Score -8922754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74506 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -8922758.000000 Penalty: 5571.791016
	Iteration 60F: 3 clusters Score -8922758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74508 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -8922761.000000 Penalty: 5571.791016
	Iteration 61Q: 3 clusters Score -8922761 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74510 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -8922760.000000 Penalty: 5571.791016
	Iteration 62Q: 3 clusters Score -8922760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74511 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -8922764.000000 Penalty: 5571.791016
	Iteration 63Q: 3 clusters Score -8922764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74513 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -8922758.000000 Penalty: 5571.791016
	Iteration 64Q: 3 clusters Score -8922758 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74513 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -8922758.000000 Penalty: 5571.791016
	Iteration 65F: 3 clusters Score -8922758 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (8435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Entering Unmasked Estep 
Score: -945847.000000 Penalty: 2241.956055
	Iteration 0F: 2 clusters Score -945847 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -939163.250000 Penalty: 4483.912109
	Iteration 0F: 3 clusters Score -939163.2 nChanged 3420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -940983.500000 Penalty: 4483.912109
	Iteration 1F: 3 clusters Score -940983.5 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -941300.250000 Penalty: 4483.912109
	Iteration 2F: 3 clusters Score -941300.2 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -941538.187500 Penalty: 4483.912109
	Iteration 3F: 3 clusters Score -941538.2 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -941716.750000 Penalty: 4483.912109
	Iteration 4Q: 3 clusters Score -941716.8 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -941882.750000 Penalty: 4483.912109
	Iteration 5Q: 3 clusters Score -941882.8 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -942047.187500 Penalty: 4483.912109
	Iteration 6Q: 3 clusters Score -942047.2 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -942213.437500 Penalty: 4483.912109
	Iteration 7Q: 3 clusters Score -942213.4 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -942374.000000 Penalty: 4483.912109
	Iteration 8Q: 3 clusters Score -942374 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -942548.500000 Penalty: 4483.912109
	Iteration 9Q: 3 clusters Score -942548.5 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -942731.312500 Penalty: 4483.912109
	Iteration 10Q: 3 clusters Score -942731.3 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -942932.000000 Penalty: 4483.912109
	Iteration 11Q: 3 clusters Score -942932 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -943125.187500 Penalty: 4483.912109
	Iteration 12Q: 3 clusters Score -943125.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -943301.812500 Penalty: 4483.912109
	Iteration 13Q: 3 clusters Score -943301.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -943437.875000 Penalty: 4483.912109
	Iteration 14Q: 3 clusters Score -943437.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -943548.625000 Penalty: 4483.912109
	Iteration 15Q: 3 clusters Score -943548.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -943613.937500 Penalty: 4483.912109
	Iteration 16Q: 3 clusters Score -943613.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -943664.437500 Penalty: 4483.912109
	Iteration 17Q: 3 clusters Score -943664.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -943695.500000 Penalty: 4483.912109
	Iteration 18Q: 3 clusters Score -943695.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -943741.500000 Penalty: 4483.912109
	Iteration 19Q: 3 clusters Score -943741.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -943778.875000 Penalty: 4483.912109
	Iteration 20F: 3 clusters Score -943778.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -943807.562500 Penalty: 4483.912109
	Iteration 21Q: 3 clusters Score -943807.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -943826.687500 Penalty: 4483.912109
	Iteration 22Q: 3 clusters Score -943826.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -943851.875000 Penalty: 4483.912109
	Iteration 23Q: 3 clusters Score -943851.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -943872.500000 Penalty: 4483.912109
	Iteration 24Q: 3 clusters Score -943872.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -943882.500000 Penalty: 4483.912109
	Iteration 25Q: 3 clusters Score -943882.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -943892.750000 Penalty: 4483.912109
	Iteration 26Q: 3 clusters Score -943892.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -943900.875000 Penalty: 4483.912109
	Iteration 27Q: 3 clusters Score -943900.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -943914.875000 Penalty: 4483.912109
	Iteration 28Q: 3 clusters Score -943914.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -943921.375000 Penalty: 4483.912109
	Iteration 29Q: 3 clusters Score -943921.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -943926.125000 Penalty: 4483.912109
	Iteration 30Q: 3 clusters Score -943926.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -943930.312500 Penalty: 4483.912109
	Iteration 31Q: 3 clusters Score -943930.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -943930.625000 Penalty: 4483.912109
	Iteration 32Q: 3 clusters Score -943930.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -943931.687500 Penalty: 4483.912109
	Iteration 33Q: 3 clusters Score -943931.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -943934.500000 Penalty: 4483.912109
	Iteration 34Q: 3 clusters Score -943934.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -943935.687500 Penalty: 4483.912109
	Iteration 35Q: 3 clusters Score -943935.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -943938.187500 Penalty: 4483.912109
	Iteration 36Q: 3 clusters Score -943938.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -943939.250000 Penalty: 4483.912109
	Iteration 37Q: 3 clusters Score -943939.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -943941.625000 Penalty: 4483.912109
	Iteration 38Q: 3 clusters Score -943941.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -943944.437500 Penalty: 4483.912109
	Iteration 39Q: 3 clusters Score -943944.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -943945.500000 Penalty: 4483.912109
	Iteration 40F: 3 clusters Score -943945.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Entering Unmasked Estep 
Score: -428885.687500 Penalty: 2051.343994
	Iteration 0F: 2 clusters Score -428885.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -425018.781250 Penalty: 4102.687988
	Iteration 0F: 3 clusters Score -425018.8 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -425889.562500 Penalty: 4102.687988
	Iteration 1F: 3 clusters Score -425889.6 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -426100.750000 Penalty: 4102.687988
	Iteration 2F: 3 clusters Score -426100.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -426240.562500 Penalty: 4102.687988
	Iteration 3Q: 3 clusters Score -426240.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -426351.843750 Penalty: 4102.687988
	Iteration 4Q: 3 clusters Score -426351.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -426467.312500 Penalty: 4102.687988
	Iteration 5Q: 3 clusters Score -426467.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -426560.656250 Penalty: 4102.687988
	Iteration 6Q: 3 clusters Score -426560.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -426626.531250 Penalty: 4102.687988
	Iteration 7Q: 3 clusters Score -426626.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -426673.343750 Penalty: 4102.687988
	Iteration 8Q: 3 clusters Score -426673.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -426727.125000 Penalty: 4102.687988
	Iteration 9Q: 3 clusters Score -426727.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -426775.093750 Penalty: 4102.687988
	Iteration 10Q: 3 clusters Score -426775.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -426827.062500 Penalty: 4102.687988
	Iteration 11Q: 3 clusters Score -426827.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -426874.187500 Penalty: 4102.687988
	Iteration 12Q: 3 clusters Score -426874.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -426906.906250 Penalty: 4102.687988
	Iteration 13Q: 3 clusters Score -426906.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -426936.375000 Penalty: 4102.687988
	Iteration 14Q: 3 clusters Score -426936.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -426966.625000 Penalty: 4102.687988
	Iteration 15Q: 3 clusters Score -426966.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -426983.625000 Penalty: 4102.687988
	Iteration 16Q: 3 clusters Score -426983.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -427002.843750 Penalty: 4102.687988
	Iteration 17Q: 3 clusters Score -427002.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -427020.656250 Penalty: 4102.687988
	Iteration 18Q: 3 clusters Score -427020.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -427041.625000 Penalty: 4102.687988
	Iteration 19Q: 3 clusters Score -427041.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -427061.500000 Penalty: 4102.687988
	Iteration 20F: 3 clusters Score -427061.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -427077.031250 Penalty: 4102.687988
	Iteration 21Q: 3 clusters Score -427077 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -427091.281250 Penalty: 4102.687988
	Iteration 22Q: 3 clusters Score -427091.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -427108.000000 Penalty: 4102.687988
	Iteration 23Q: 3 clusters Score -427108 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -427127.968750 Penalty: 4102.687988
	Iteration 24Q: 3 clusters Score -427128 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -427140.406250 Penalty: 4102.687988
	Iteration 25Q: 3 clusters Score -427140.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -427151.343750 Penalty: 4102.687988
	Iteration 26Q: 3 clusters Score -427151.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -427158.937500 Penalty: 4102.687988
	Iteration 27Q: 3 clusters Score -427158.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -427164.687500 Penalty: 4102.687988
	Iteration 28Q: 3 clusters Score -427164.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -427168.500000 Penalty: 4102.687988
	Iteration 29Q: 3 clusters Score -427168.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -427171.812500 Penalty: 4102.687988
	Iteration 30Q: 3 clusters Score -427171.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -427173.437500 Penalty: 4102.687988
	Iteration 31Q: 3 clusters Score -427173.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -427175.250000 Penalty: 4102.687988
	Iteration 32Q: 3 clusters Score -427175.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -427177.562500 Penalty: 4102.687988
	Iteration 33Q: 3 clusters Score -427177.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -427179.875000 Penalty: 4102.687988
	Iteration 34Q: 3 clusters Score -427179.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -427182.843750 Penalty: 4102.687988
	Iteration 35Q: 3 clusters Score -427182.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -427185.250000 Penalty: 4102.687988
	Iteration 36Q: 3 clusters Score -427185.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -427187.937500 Penalty: 4102.687988
	Iteration 37Q: 3 clusters Score -427187.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -427188.281250 Penalty: 4102.687988
	Iteration 38Q: 3 clusters Score -427188.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -427189.968750 Penalty: 4102.687988
	Iteration 39Q: 3 clusters Score -427190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -427191.093750 Penalty: 4102.687988
	Iteration 40F: 3 clusters Score -427191.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -427193.468750 Penalty: 4102.687988
	Iteration 41Q: 3 clusters Score -427193.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -427194.781250 Penalty: 4102.687988
	Iteration 42Q: 3 clusters Score -427194.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -427196.812500 Penalty: 4102.687988
	Iteration 43Q: 3 clusters Score -427196.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -427198.031250 Penalty: 4102.687988
	Iteration 44Q: 3 clusters Score -427198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -427201.125000 Penalty: 4102.687988
	Iteration 45Q: 3 clusters Score -427201.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -427199.812500 Penalty: 4102.687988
	Iteration 46Q: 3 clusters Score -427199.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -427201.312500 Penalty: 4102.687988
	Iteration 47Q: 3 clusters Score -427201.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -427201.156250 Penalty: 4102.687988
	Iteration 48Q: 3 clusters Score -427201.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -427201.156250 Penalty: 4102.687988
	Iteration 49F: 3 clusters Score -427201.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Entering Unmasked Estep 
Score: -229414.484375 Penalty: 1922.365845
	Iteration 0F: 2 clusters Score -229414.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -226647.546875 Penalty: 3844.731689
	Iteration 0F: 3 clusters Score -226647.5 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -227252.218750 Penalty: 3844.731689
	Iteration 1F: 3 clusters Score -227252.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -227623.421875 Penalty: 3844.731689
	Iteration 2F: 3 clusters Score -227623.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -228111.953125 Penalty: 3844.731689
	Iteration 3F: 3 clusters Score -228112 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -228526.937500 Penalty: 3844.731689
	Iteration 4F: 3 clusters Score -228526.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -228795.718750 Penalty: 3844.731689
	Iteration 5F: 3 clusters Score -228795.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -229030.046875 Penalty: 3844.731689
	Iteration 6F: 3 clusters Score -229030 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -229263.796875 Penalty: 3844.731689
	Iteration 7F: 3 clusters Score -229263.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -229438.234375 Penalty: 3844.731689
	Iteration 8Q: 3 clusters Score -229438.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -229586.093750 Penalty: 3844.731689
	Iteration 9Q: 3 clusters Score -229586.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -229720.906250 Penalty: 3844.731689
	Iteration 10Q: 3 clusters Score -229720.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -229795.484375 Penalty: 3844.731689
	Iteration 11Q: 3 clusters Score -229795.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -229861.218750 Penalty: 3844.731689
	Iteration 12Q: 3 clusters Score -229861.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -229903.109375 Penalty: 3844.731689
	Iteration 13Q: 3 clusters Score -229903.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -229925.843750 Penalty: 3844.731689
	Iteration 14Q: 3 clusters Score -229925.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -229943.687500 Penalty: 3844.731689
	Iteration 15Q: 3 clusters Score -229943.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -229957.062500 Penalty: 3844.731689
	Iteration 16Q: 3 clusters Score -229957.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -229962.218750 Penalty: 3844.731689
	Iteration 17Q: 3 clusters Score -229962.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -229968.359375 Penalty: 3844.731689
	Iteration 18Q: 3 clusters Score -229968.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -229968.359375 Penalty: 3844.731689
	Iteration 19F: 3 clusters Score -229968.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 119399 members 
Mstep: Class 2 contains 213474 members 
Mstep: Class 3 contains 1509 members 
Mstep: Class 4 contains 9010 members 
Mstep: Class 5 contains 4375 members 
Mstep: Class 6 contains 1246 members 
Mstep: Class 7 contains 10685 members 
Mstep: Class 8 contains 37313 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 83911 members 
Mstep: Class 11 contains 228831 members 
Mstep: Class 12 contains 75618 members 
Mstep: Class 13 contains 8435 members 
Mstep: Class 14 contains 3911 members 
Mstep: Class 15 contains 1263 members 
Mstep: Class 16 contains 41121 members 
Mstep: Class 17 contains 15603 members 
Mstep: Class 18 contains 949 members 
Mstep: Class 19 contains 38023 members 
Mstep: Class 20 contains 4657 members 
Mstep: Class 21 contains 5492 members 
Mstep: Class 22 contains 1137 members 
Mstep: Class 23 contains 12366 members 
Mstep: Class 24 contains 236982 members 
Mstep: Class 25 contains 3353 members 
Mstep: Class 26 contains 3758 members 
Mstep: Class 27 contains 5568 members 
Mstep: Class 28 contains 72843 members 
Mstep: Class 29 contains 5033 members 
Mstep: Class 30 contains 3155 members 
Mstep: Class 31 contains 4059 members 
Mstep: Class 32 contains 15602 members 
Mstep: Class 33 contains 8851 members 
Mstep: Class 34 contains 8934 members 
Mstep: Class 35 contains 26691 members 
Mstep: Class 36 contains 44790 members 
Mstep: Class 37 contains 1062 members 
Entering Unmasked Estep 
Score: -155655840.000000 Penalty: 129594.273438
Splitting cluster 15 changes total score from -155657040.000000 to -155655840.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (41121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41121 members 
Entering Unmasked Estep 
Score: -4811964.000000 Penalty: 2634.820068
	Iteration 0F: 2 clusters Score -4811964 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20522 members 
Mstep: Class 2 contains 20599 members 
Entering Unmasked Estep 
Score: -4784056.500000 Penalty: 5269.640137
	Iteration 0F: 3 clusters Score -4784056 nChanged 18757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20113 members 
Mstep: Class 2 contains 21008 members 
Entering Unmasked Estep 
Score: -4794432.000000 Penalty: 5269.640137
	Iteration 1F: 3 clusters Score -4794432 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19884 members 
Mstep: Class 2 contains 21237 members 
Entering Unmasked Estep 
Score: -4794954.000000 Penalty: 5269.640137
	Iteration 2Q: 3 clusters Score -4794954 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19603 members 
Mstep: Class 2 contains 21518 members 
Entering Unmasked Estep 
Score: -4795466.000000 Penalty: 5269.640137
	Iteration 3Q: 3 clusters Score -4795466 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19128 members 
Mstep: Class 2 contains 21993 members 
Entering Unmasked Estep 
Score: -4796131.500000 Penalty: 5269.640137
	Iteration 4Q: 3 clusters Score -4796132 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18420 members 
Mstep: Class 2 contains 22701 members 
Entering Unmasked Estep 
Score: -4796865.500000 Penalty: 5269.640137
	Iteration 5Q: 3 clusters Score -4796866 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17383 members 
Mstep: Class 2 contains 23738 members 
Entering Unmasked Estep 
Score: -4797871.000000 Penalty: 5269.640137
	Iteration 6Q: 3 clusters Score -4797871 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15930 members 
Mstep: Class 2 contains 25191 members 
Entering Unmasked Estep 
Score: -4799188.000000 Penalty: 5269.640137
	Iteration 7F: 3 clusters Score -4799188 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14116 members 
Mstep: Class 2 contains 27005 members 
Entering Unmasked Estep 
Score: -4800704.000000 Penalty: 5269.640137
	Iteration 8F: 3 clusters Score -4800704 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 28883 members 
Entering Unmasked Estep 
Score: -4802129.000000 Penalty: 5269.640137
	Iteration 9F: 3 clusters Score -4802129 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 30842 members 
Entering Unmasked Estep 
Score: -4803547.000000 Penalty: 5269.640137
	Iteration 10F: 3 clusters Score -4803547 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 32671 members 
Entering Unmasked Estep 
Score: -4804736.500000 Penalty: 5269.640137
	Iteration 11Q: 3 clusters Score -4804736 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 34294 members 
Entering Unmasked Estep 
Score: -4805803.000000 Penalty: 5269.640137
	Iteration 12Q: 3 clusters Score -4805803 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 35712 members 
Entering Unmasked Estep 
Score: -4806800.000000 Penalty: 5269.640137
	Iteration 13Q: 3 clusters Score -4806800 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 36890 members 
Entering Unmasked Estep 
Score: -4807661.000000 Penalty: 5269.640137
	Iteration 14Q: 3 clusters Score -4807661 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 37847 members 
Entering Unmasked Estep 
Score: -4808427.500000 Penalty: 5269.640137
	Iteration 15Q: 3 clusters Score -4808428 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 38514 members 
Entering Unmasked Estep 
Score: -4809005.500000 Penalty: 5269.640137
	Iteration 16Q: 3 clusters Score -4809006 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 38970 members 
Entering Unmasked Estep 
Score: -4809432.500000 Penalty: 5269.640137
	Iteration 17Q: 3 clusters Score -4809432 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 39237 members 
Entering Unmasked Estep 
Score: -4809681.000000 Penalty: 5269.640137
	Iteration 18Q: 3 clusters Score -4809681 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 39397 members 
Entering Unmasked Estep 
Score: -4809788.500000 Penalty: 5269.640137
	Iteration 19Q: 3 clusters Score -4809788 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 39503 members 
Entering Unmasked Estep 
Score: -4809895.500000 Penalty: 5269.640137
	Iteration 20F: 3 clusters Score -4809896 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 39589 members 
Entering Unmasked Estep 
Score: -4809985.500000 Penalty: 5269.640137
	Iteration 21Q: 3 clusters Score -4809986 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 39656 members 
Entering Unmasked Estep 
Score: -4810039.000000 Penalty: 5269.640137
	Iteration 22Q: 3 clusters Score -4810039 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 39704 members 
Entering Unmasked Estep 
Score: -4810081.000000 Penalty: 5269.640137
	Iteration 23Q: 3 clusters Score -4810081 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 39739 members 
Entering Unmasked Estep 
Score: -4810090.000000 Penalty: 5269.640137
	Iteration 24Q: 3 clusters Score -4810090 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 39767 members 
Entering Unmasked Estep 
Score: -4810113.500000 Penalty: 5269.640137
	Iteration 25Q: 3 clusters Score -4810114 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 39793 members 
Entering Unmasked Estep 
Score: -4810120.000000 Penalty: 5269.640137
	Iteration 26Q: 3 clusters Score -4810120 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 39812 members 
Entering Unmasked Estep 
Score: -4810134.000000 Penalty: 5269.640137
	Iteration 27Q: 3 clusters Score -4810134 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 39823 members 
Entering Unmasked Estep 
Score: -4810144.500000 Penalty: 5269.640137
	Iteration 28Q: 3 clusters Score -4810144 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 39835 members 
Entering Unmasked Estep 
Score: -4810146.000000 Penalty: 5269.640137
	Iteration 29Q: 3 clusters Score -4810146 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 39846 members 
Entering Unmasked Estep 
Score: -4810151.500000 Penalty: 5269.640137
	Iteration 30Q: 3 clusters Score -4810152 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 39853 members 
Entering Unmasked Estep 
Score: -4810160.500000 Penalty: 5269.640137
	Iteration 31Q: 3 clusters Score -4810160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 39858 members 
Entering Unmasked Estep 
Score: -4810158.000000 Penalty: 5269.640137
	Iteration 32Q: 3 clusters Score -4810158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 39861 members 
Entering Unmasked Estep 
Score: -4810161.000000 Penalty: 5269.640137
	Iteration 33Q: 3 clusters Score -4810161 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 39865 members 
Entering Unmasked Estep 
Score: -4810158.500000 Penalty: 5269.640137
	Iteration 34Q: 3 clusters Score -4810158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 39867 members 
Entering Unmasked Estep 
Score: -4810163.500000 Penalty: 5269.640137
	Iteration 35Q: 3 clusters Score -4810164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 39868 members 
Entering Unmasked Estep 
Score: -4810159.000000 Penalty: 5269.640137
	Iteration 36Q: 3 clusters Score -4810159 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 39871 members 
Entering Unmasked Estep 
Score: -4810155.000000 Penalty: 5269.640137
	Iteration 37Q: 3 clusters Score -4810155 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 39871 members 
Entering Unmasked Estep 
Score: -4810155.000000 Penalty: 5269.640137
	Iteration 38F: 3 clusters Score -4810155 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (15603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15603 members 
Entering Unmasked Estep 
Score: -1811699.500000 Penalty: 2394.494141
	Iteration 0F: 2 clusters Score -1811700 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -1800411.625000 Penalty: 4788.988281
	Iteration 0F: 3 clusters Score -1800412 nChanged 6706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -1804139.875000 Penalty: 4788.988281
	Iteration 1F: 3 clusters Score -1804140 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -1804771.625000 Penalty: 4788.988281
	Iteration 2F: 3 clusters Score -1804772 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -1805434.000000 Penalty: 4788.988281
	Iteration 3F: 3 clusters Score -1805434 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -1806089.875000 Penalty: 4788.988281
	Iteration 4F: 3 clusters Score -1806090 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -1806763.625000 Penalty: 4788.988281
	Iteration 5F: 3 clusters Score -1806764 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -1807350.375000 Penalty: 4788.988281
	Iteration 6F: 3 clusters Score -1807350 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -1807826.750000 Penalty: 4788.988281
	Iteration 7Q: 3 clusters Score -1807827 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -1808195.000000 Penalty: 4788.988281
	Iteration 8Q: 3 clusters Score -1808195 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -1808437.875000 Penalty: 4788.988281
	Iteration 9Q: 3 clusters Score -1808438 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -1808604.875000 Penalty: 4788.988281
	Iteration 10Q: 3 clusters Score -1808605 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -1808707.500000 Penalty: 4788.988281
	Iteration 11Q: 3 clusters Score -1808708 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -1808772.500000 Penalty: 4788.988281
	Iteration 12Q: 3 clusters Score -1808772 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -1808818.000000 Penalty: 4788.988281
	Iteration 13Q: 3 clusters Score -1808818 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -1808864.875000 Penalty: 4788.988281
	Iteration 14Q: 3 clusters Score -1808865 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -1808917.625000 Penalty: 4788.988281
	Iteration 15Q: 3 clusters Score -1808918 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -1808981.000000 Penalty: 4788.988281
	Iteration 16Q: 3 clusters Score -1808981 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -1809036.500000 Penalty: 4788.988281
	Iteration 17Q: 3 clusters Score -1809036 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 11438 members 
Entering Unmasked Estep 
Score: -1809089.375000 Penalty: 4788.988281
	Iteration 18Q: 3 clusters Score -1809089 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -1809125.000000 Penalty: 4788.988281
	Iteration 19Q: 3 clusters Score -1809125 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -1809161.375000 Penalty: 4788.988281
	Iteration 20F: 3 clusters Score -1809161 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -1809197.000000 Penalty: 4788.988281
	Iteration 21Q: 3 clusters Score -1809197 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 11794 members 
Entering Unmasked Estep 
Score: -1809224.125000 Penalty: 4788.988281
	Iteration 22Q: 3 clusters Score -1809224 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 11896 members 
Entering Unmasked Estep 
Score: -1809263.250000 Penalty: 4788.988281
	Iteration 23Q: 3 clusters Score -1809263 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -1809301.875000 Penalty: 4788.988281
	Iteration 24Q: 3 clusters Score -1809302 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -1809350.000000 Penalty: 4788.988281
	Iteration 25Q: 3 clusters Score -1809350 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -1809405.000000 Penalty: 4788.988281
	Iteration 26Q: 3 clusters Score -1809405 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
Score: -1809453.000000 Penalty: 4788.988281
	Iteration 27Q: 3 clusters Score -1809453 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 12408 members 
Entering Unmasked Estep 
Score: -1809497.500000 Penalty: 4788.988281
	Iteration 28Q: 3 clusters Score -1809498 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 12499 members 
Entering Unmasked Estep 
Score: -1809528.500000 Penalty: 4788.988281
	Iteration 29Q: 3 clusters Score -1809528 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 12566 members 
Entering Unmasked Estep 
Score: -1809557.500000 Penalty: 4788.988281
	Iteration 30Q: 3 clusters Score -1809558 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 12641 members 
Entering Unmasked Estep 
Score: -1809583.375000 Penalty: 4788.988281
	Iteration 31Q: 3 clusters Score -1809583 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 12706 members 
Entering Unmasked Estep 
Score: -1809597.875000 Penalty: 4788.988281
	Iteration 32Q: 3 clusters Score -1809598 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 12749 members 
Entering Unmasked Estep 
Score: -1809612.625000 Penalty: 4788.988281
	Iteration 33Q: 3 clusters Score -1809613 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 12794 members 
Entering Unmasked Estep 
Score: -1809625.875000 Penalty: 4788.988281
	Iteration 34Q: 3 clusters Score -1809626 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 12835 members 
Entering Unmasked Estep 
Score: -1809633.375000 Penalty: 4788.988281
	Iteration 35Q: 3 clusters Score -1809633 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 12874 members 
Entering Unmasked Estep 
Score: -1809640.625000 Penalty: 4788.988281
	Iteration 36Q: 3 clusters Score -1809641 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 12907 members 
Entering Unmasked Estep 
Score: -1809651.000000 Penalty: 4788.988281
	Iteration 37Q: 3 clusters Score -1809651 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 12938 members 
Entering Unmasked Estep 
Score: -1809655.250000 Penalty: 4788.988281
	Iteration 38Q: 3 clusters Score -1809655 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 12970 members 
Entering Unmasked Estep 
Score: -1809665.250000 Penalty: 4788.988281
	Iteration 39Q: 3 clusters Score -1809665 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 12996 members 
Entering Unmasked Estep 
Score: -1809674.500000 Penalty: 4788.988281
	Iteration 40F: 3 clusters Score -1809674 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 13018 members 
Entering Unmasked Estep 
Score: -1809680.750000 Penalty: 4788.988281
	Iteration 41Q: 3 clusters Score -1809681 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 13038 members 
Entering Unmasked Estep 
Score: -1809684.375000 Penalty: 4788.988281
	Iteration 42Q: 3 clusters Score -1809684 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 13058 members 
Entering Unmasked Estep 
Score: -1809685.750000 Penalty: 4788.988281
	Iteration 43Q: 3 clusters Score -1809686 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 13072 members 
Entering Unmasked Estep 
Score: -1809690.000000 Penalty: 4788.988281
	Iteration 44Q: 3 clusters Score -1809690 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 13082 members 
Entering Unmasked Estep 
Score: -1809692.875000 Penalty: 4788.988281
	Iteration 45Q: 3 clusters Score -1809693 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 13094 members 
Entering Unmasked Estep 
Score: -1809692.125000 Penalty: 4788.988281
	Iteration 46Q: 3 clusters Score -1809692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 13100 members 
Entering Unmasked Estep 
Score: -1809692.250000 Penalty: 4788.988281
	Iteration 47Q: 3 clusters Score -1809692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 13104 members 
Entering Unmasked Estep 
Score: -1809694.625000 Penalty: 4788.988281
	Iteration 48Q: 3 clusters Score -1809695 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 13107 members 
Entering Unmasked Estep 
Score: -1809694.500000 Penalty: 4788.988281
	Iteration 49Q: 3 clusters Score -1809694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 13111 members 
Entering Unmasked Estep 
Score: -1809697.875000 Penalty: 4788.988281
	Iteration 50Q: 3 clusters Score -1809698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 13116 members 
Entering Unmasked Estep 
Score: -1809699.750000 Penalty: 4788.988281
	Iteration 51Q: 3 clusters Score -1809700 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 13121 members 
Entering Unmasked Estep 
Score: -1809697.875000 Penalty: 4788.988281
	Iteration 52Q: 3 clusters Score -1809698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -1809698.500000 Penalty: 4788.988281
	Iteration 53Q: 3 clusters Score -1809698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 13130 members 
Entering Unmasked Estep 
Score: -1809699.625000 Penalty: 4788.988281
	Iteration 54Q: 3 clusters Score -1809700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 13132 members 
Entering Unmasked Estep 
Score: -1809699.750000 Penalty: 4788.988281
	Iteration 55Q: 3 clusters Score -1809700 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 13132 members 
Entering Unmasked Estep 
Score: -1809699.750000 Penalty: 4788.988281
	Iteration 56F: 3 clusters Score -1809700 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Entering Unmasked Estep 
Score: -104748.570312 Penalty: 1700.141357
	Iteration 0F: 2 clusters Score -104748.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -102880.710938 Penalty: 3400.282715
	Iteration 0F: 3 clusters Score -102880.7 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -103234.015625 Penalty: 3400.282715
	Iteration 1F: 3 clusters Score -103234 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -103401.070312 Penalty: 3400.282715
	Iteration 2F: 3 clusters Score -103401.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -103475.000000 Penalty: 3400.282715
	Iteration 3Q: 3 clusters Score -103475 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -103524.039062 Penalty: 3400.282715
	Iteration 4Q: 3 clusters Score -103524 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -103564.937500 Penalty: 3400.282715
	Iteration 5Q: 3 clusters Score -103564.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -103602.195312 Penalty: 3400.282715
	Iteration 6Q: 3 clusters Score -103602.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -103624.718750 Penalty: 3400.282715
	Iteration 7Q: 3 clusters Score -103624.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -103643.218750 Penalty: 3400.282715
	Iteration 8Q: 3 clusters Score -103643.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -103652.429688 Penalty: 3400.282715
	Iteration 9Q: 3 clusters Score -103652.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -103658.710938 Penalty: 3400.282715
	Iteration 10Q: 3 clusters Score -103658.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -103666.453125 Penalty: 3400.282715
	Iteration 11Q: 3 clusters Score -103666.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -103676.148438 Penalty: 3400.282715
	Iteration 12Q: 3 clusters Score -103676.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -103688.867188 Penalty: 3400.282715
	Iteration 13Q: 3 clusters Score -103688.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -103708.179688 Penalty: 3400.282715
	Iteration 14Q: 3 clusters Score -103708.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -103717.242188 Penalty: 3400.282715
	Iteration 15Q: 3 clusters Score -103717.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -103724.539062 Penalty: 3400.282715
	Iteration 16Q: 3 clusters Score -103724.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -103730.414062 Penalty: 3400.282715
	Iteration 17Q: 3 clusters Score -103730.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -103733.414062 Penalty: 3400.282715
	Iteration 18Q: 3 clusters Score -103733.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -103734.781250 Penalty: 3400.282715
	Iteration 19Q: 3 clusters Score -103734.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -103734.781250 Penalty: 3400.282715
	Iteration 20F: 3 clusters Score -103734.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (38023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38023 members 
Entering Unmasked Estep 
Score: -4190528.750000 Penalty: 2615.394531
	Iteration 0F: 2 clusters Score -4190529 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19009 members 
Mstep: Class 2 contains 19014 members 
Entering Unmasked Estep 
Score: -4164657.750000 Penalty: 5230.789062
	Iteration 0F: 3 clusters Score -4164658 nChanged 17332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18463 members 
Mstep: Class 2 contains 19560 members 
Entering Unmasked Estep 
Score: -4174421.500000 Penalty: 5230.789062
	Iteration 1F: 3 clusters Score -4174422 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18114 members 
Mstep: Class 2 contains 19909 members 
Entering Unmasked Estep 
Score: -4175156.000000 Penalty: 5230.789062
	Iteration 2F: 3 clusters Score -4175156 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17592 members 
Mstep: Class 2 contains 20431 members 
Entering Unmasked Estep 
Score: -4175914.000000 Penalty: 5230.789062
	Iteration 3Q: 3 clusters Score -4175914 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16884 members 
Mstep: Class 2 contains 21139 members 
Entering Unmasked Estep 
Score: -4176689.500000 Penalty: 5230.789062
	Iteration 4Q: 3 clusters Score -4176690 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16031 members 
Mstep: Class 2 contains 21992 members 
Entering Unmasked Estep 
Score: -4177481.250000 Penalty: 5230.789062
	Iteration 5Q: 3 clusters Score -4177481 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 23036 members 
Entering Unmasked Estep 
Score: -4178404.500000 Penalty: 5230.789062
	Iteration 6Q: 3 clusters Score -4178404 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13715 members 
Mstep: Class 2 contains 24308 members 
Entering Unmasked Estep 
Score: -4179363.750000 Penalty: 5230.789062
	Iteration 7F: 3 clusters Score -4179364 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12384 members 
Mstep: Class 2 contains 25639 members 
Entering Unmasked Estep 
Score: -4180325.750000 Penalty: 5230.789062
	Iteration 8Q: 3 clusters Score -4180326 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 27106 members 
Entering Unmasked Estep 
Score: -4181387.000000 Penalty: 5230.789062
	Iteration 9Q: 3 clusters Score -4181387 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 28715 members 
Entering Unmasked Estep 
Score: -4182560.250000 Penalty: 5230.789062
	Iteration 10Q: 3 clusters Score -4182560 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 30345 members 
Entering Unmasked Estep 
Score: -4183786.000000 Penalty: 5230.789062
	Iteration 11Q: 3 clusters Score -4183786 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 31941 members 
Entering Unmasked Estep 
Score: -4184931.750000 Penalty: 5230.789062
	Iteration 12Q: 3 clusters Score -4184932 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 33297 members 
Entering Unmasked Estep 
Score: -4185923.000000 Penalty: 5230.789062
	Iteration 13Q: 3 clusters Score -4185923 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 34432 members 
Entering Unmasked Estep 
Score: -4186781.250000 Penalty: 5230.789062
	Iteration 14Q: 3 clusters Score -4186781 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 35317 members 
Entering Unmasked Estep 
Score: -4187462.500000 Penalty: 5230.789062
	Iteration 15Q: 3 clusters Score -4187462 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 35939 members 
Entering Unmasked Estep 
Score: -4187938.000000 Penalty: 5230.789062
	Iteration 16Q: 3 clusters Score -4187938 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 36341 members 
Entering Unmasked Estep 
Score: -4188270.250000 Penalty: 5230.789062
	Iteration 17Q: 3 clusters Score -4188270 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 36588 members 
Entering Unmasked Estep 
Score: -4188478.000000 Penalty: 5230.789062
	Iteration 18Q: 3 clusters Score -4188478 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 36748 members 
Entering Unmasked Estep 
Score: -4188644.500000 Penalty: 5230.789062
	Iteration 19Q: 3 clusters Score -4188644 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 36845 members 
Entering Unmasked Estep 
Score: -4188732.250000 Penalty: 5230.789062
	Iteration 20F: 3 clusters Score -4188732 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 36885 members 
Entering Unmasked Estep 
Score: -4188787.750000 Penalty: 5230.789062
	Iteration 21Q: 3 clusters Score -4188788 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 36937 members 
Entering Unmasked Estep 
Score: -4188840.500000 Penalty: 5230.789062
	Iteration 22Q: 3 clusters Score -4188840 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 36965 members 
Entering Unmasked Estep 
Score: -4188871.500000 Penalty: 5230.789062
	Iteration 23Q: 3 clusters Score -4188872 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 36989 members 
Entering Unmasked Estep 
Score: -4188902.500000 Penalty: 5230.789062
	Iteration 24Q: 3 clusters Score -4188902 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 37010 members 
Entering Unmasked Estep 
Score: -4188919.500000 Penalty: 5230.789062
	Iteration 25Q: 3 clusters Score -4188920 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 37020 members 
Entering Unmasked Estep 
Score: -4188930.750000 Penalty: 5230.789062
	Iteration 26Q: 3 clusters Score -4188931 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 37029 members 
Entering Unmasked Estep 
Score: -4188956.250000 Penalty: 5230.789062
	Iteration 27Q: 3 clusters Score -4188956 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 37032 members 
Entering Unmasked Estep 
Score: -4188957.250000 Penalty: 5230.789062
	Iteration 28Q: 3 clusters Score -4188957 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 37034 members 
Entering Unmasked Estep 
Score: -4188961.250000 Penalty: 5230.789062
	Iteration 29Q: 3 clusters Score -4188961 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 37030 members 
Entering Unmasked Estep 
Score: -4188964.250000 Penalty: 5230.789062
	Iteration 30Q: 3 clusters Score -4188964 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 37028 members 
Entering Unmasked Estep 
Score: -4188979.250000 Penalty: 5230.789062
	Iteration 31Q: 3 clusters Score -4188979 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 37027 members 
Entering Unmasked Estep 
Score: -4188980.750000 Penalty: 5230.789062
	Iteration 32Q: 3 clusters Score -4188981 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 37025 members 
Entering Unmasked Estep 
Score: -4188982.000000 Penalty: 5230.789062
	Iteration 33Q: 3 clusters Score -4188982 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 37024 members 
Entering Unmasked Estep 
Score: -4188987.750000 Penalty: 5230.789062
	Iteration 34Q: 3 clusters Score -4188988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 37028 members 
Entering Unmasked Estep 
Score: -4188988.000000 Penalty: 5230.789062
	Iteration 35Q: 3 clusters Score -4188988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 37027 members 
Entering Unmasked Estep 
Score: -4188988.500000 Penalty: 5230.789062
	Iteration 36Q: 3 clusters Score -4188988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 37028 members 
Entering Unmasked Estep 
Score: -4188985.000000 Penalty: 5230.789062
	Iteration 37Q: 3 clusters Score -4188985 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 37030 members 
Entering Unmasked Estep 
Score: -4188988.250000 Penalty: 5230.789062
	Iteration 38Q: 3 clusters Score -4188988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 37030 members 
Entering Unmasked Estep 
Score: -4188985.000000 Penalty: 5230.789062
	Iteration 39Q: 3 clusters Score -4188985 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 37030 members 
Entering Unmasked Estep 
Score: -4188985.000000 Penalty: 5230.789062
	Iteration 40F: 3 clusters Score -4188985 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Entering Unmasked Estep 
Score: -520849.906250 Penalty: 2094.639404
	Iteration 0F: 2 clusters Score -520849.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -516565.531250 Penalty: 4189.278809
	Iteration 0F: 3 clusters Score -516565.5 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -517569.875000 Penalty: 4189.278809
	Iteration 1F: 3 clusters Score -517569.9 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -517767.250000 Penalty: 4189.278809
	Iteration 2F: 3 clusters Score -517767.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -517873.656250 Penalty: 4189.278809
	Iteration 3Q: 3 clusters Score -517873.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -517950.937500 Penalty: 4189.278809
	Iteration 4Q: 3 clusters Score -517950.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -518008.156250 Penalty: 4189.278809
	Iteration 5Q: 3 clusters Score -518008.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -518049.531250 Penalty: 4189.278809
	Iteration 6Q: 3 clusters Score -518049.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -518084.531250 Penalty: 4189.278809
	Iteration 7Q: 3 clusters Score -518084.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -518116.781250 Penalty: 4189.278809
	Iteration 8Q: 3 clusters Score -518116.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -518143.312500 Penalty: 4189.278809
	Iteration 9Q: 3 clusters Score -518143.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -518162.312500 Penalty: 4189.278809
	Iteration 10Q: 3 clusters Score -518162.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -518178.125000 Penalty: 4189.278809
	Iteration 11Q: 3 clusters Score -518178.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -518191.812500 Penalty: 4189.278809
	Iteration 12Q: 3 clusters Score -518191.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -518202.250000 Penalty: 4189.278809
	Iteration 13Q: 3 clusters Score -518202.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -518213.625000 Penalty: 4189.278809
	Iteration 14Q: 3 clusters Score -518213.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -518226.250000 Penalty: 4189.278809
	Iteration 15Q: 3 clusters Score -518226.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -518239.468750 Penalty: 4189.278809
	Iteration 16Q: 3 clusters Score -518239.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -518256.000000 Penalty: 4189.278809
	Iteration 17Q: 3 clusters Score -518256 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -518278.437500 Penalty: 4189.278809
	Iteration 18Q: 3 clusters Score -518278.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -518302.531250 Penalty: 4189.278809
	Iteration 19Q: 3 clusters Score -518302.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -518337.000000 Penalty: 4189.278809
	Iteration 20F: 3 clusters Score -518337 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -518388.281250 Penalty: 4189.278809
	Iteration 21Q: 3 clusters Score -518388.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -518446.281250 Penalty: 4189.278809
	Iteration 22Q: 3 clusters Score -518446.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -518525.093750 Penalty: 4189.278809
	Iteration 23Q: 3 clusters Score -518525.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -518623.218750 Penalty: 4189.278809
	Iteration 24Q: 3 clusters Score -518623.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -518714.656250 Penalty: 4189.278809
	Iteration 25Q: 3 clusters Score -518714.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -518803.906250 Penalty: 4189.278809
	Iteration 26Q: 3 clusters Score -518803.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -518893.593750 Penalty: 4189.278809
	Iteration 27Q: 3 clusters Score -518893.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -518997.937500 Penalty: 4189.278809
	Iteration 28Q: 3 clusters Score -518997.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -519118.062500 Penalty: 4189.278809
	Iteration 29Q: 3 clusters Score -519118.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -519234.000000 Penalty: 4189.278809
	Iteration 30Q: 3 clusters Score -519234 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -519325.281250 Penalty: 4189.278809
	Iteration 31Q: 3 clusters Score -519325.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -519384.000000 Penalty: 4189.278809
	Iteration 32Q: 3 clusters Score -519384 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -519436.625000 Penalty: 4189.278809
	Iteration 33Q: 3 clusters Score -519436.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -519501.031250 Penalty: 4189.278809
	Iteration 34Q: 3 clusters Score -519501 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -519577.437500 Penalty: 4189.278809
	Iteration 35Q: 3 clusters Score -519577.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -519638.968750 Penalty: 4189.278809
	Iteration 36Q: 3 clusters Score -519639 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -519685.875000 Penalty: 4189.278809
	Iteration 37Q: 3 clusters Score -519685.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -519742.562500 Penalty: 4189.278809
	Iteration 38Q: 3 clusters Score -519742.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -519809.187500 Penalty: 4189.278809
	Iteration 39Q: 3 clusters Score -519809.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -519880.312500 Penalty: 4189.278809
	Iteration 40F: 3 clusters Score -519880.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -519958.718750 Penalty: 4189.278809
	Iteration 41Q: 3 clusters Score -519958.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -520034.375000 Penalty: 4189.278809
	Iteration 42Q: 3 clusters Score -520034.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -520119.312500 Penalty: 4189.278809
	Iteration 43Q: 3 clusters Score -520119.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -520186.062500 Penalty: 4189.278809
	Iteration 44Q: 3 clusters Score -520186.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -520245.843750 Penalty: 4189.278809
	Iteration 45Q: 3 clusters Score -520245.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -520282.093750 Penalty: 4189.278809
	Iteration 46Q: 3 clusters Score -520282.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -520313.968750 Penalty: 4189.278809
	Iteration 47Q: 3 clusters Score -520314 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -520331.531250 Penalty: 4189.278809
	Iteration 48Q: 3 clusters Score -520331.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -520346.625000 Penalty: 4189.278809
	Iteration 49Q: 3 clusters Score -520346.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -520356.937500 Penalty: 4189.278809
	Iteration 50Q: 3 clusters Score -520356.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -520363.750000 Penalty: 4189.278809
	Iteration 51Q: 3 clusters Score -520363.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -520369.062500 Penalty: 4189.278809
	Iteration 52Q: 3 clusters Score -520369.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -520373.093750 Penalty: 4189.278809
	Iteration 53Q: 3 clusters Score -520373.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -520377.406250 Penalty: 4189.278809
	Iteration 54Q: 3 clusters Score -520377.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -520379.906250 Penalty: 4189.278809
	Iteration 55Q: 3 clusters Score -520379.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -520380.968750 Penalty: 4189.278809
	Iteration 56Q: 3 clusters Score -520381 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -520381.031250 Penalty: 4189.278809
	Iteration 57Q: 3 clusters Score -520381 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -520381.031250 Penalty: 4189.278809
	Iteration 58F: 3 clusters Score -520381 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Entering Unmasked Estep 
Score: -636580.437500 Penalty: 2135.539795
	Iteration 0F: 2 clusters Score -636580.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -631724.312500 Penalty: 4271.079590
	Iteration 0F: 3 clusters Score -631724.3 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -632943.312500 Penalty: 4271.079590
	Iteration 1F: 3 clusters Score -632943.3 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -633301.312500 Penalty: 4271.079590
	Iteration 2F: 3 clusters Score -633301.3 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -633656.562500 Penalty: 4271.079590
	Iteration 3F: 3 clusters Score -633656.6 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -633938.187500 Penalty: 4271.079590
	Iteration 4F: 3 clusters Score -633938.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -634159.000000 Penalty: 4271.079590
	Iteration 5F: 3 clusters Score -634159 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -634321.250000 Penalty: 4271.079590
	Iteration 6Q: 3 clusters Score -634321.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -634486.750000 Penalty: 4271.079590
	Iteration 7Q: 3 clusters Score -634486.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -634623.062500 Penalty: 4271.079590
	Iteration 8Q: 3 clusters Score -634623.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -634733.750000 Penalty: 4271.079590
	Iteration 9Q: 3 clusters Score -634733.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -634844.437500 Penalty: 4271.079590
	Iteration 10Q: 3 clusters Score -634844.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -634930.062500 Penalty: 4271.079590
	Iteration 11Q: 3 clusters Score -634930.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -634999.000000 Penalty: 4271.079590
	Iteration 12Q: 3 clusters Score -634999 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -635065.937500 Penalty: 4271.079590
	Iteration 13Q: 3 clusters Score -635065.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -635120.625000 Penalty: 4271.079590
	Iteration 14Q: 3 clusters Score -635120.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -635159.562500 Penalty: 4271.079590
	Iteration 15Q: 3 clusters Score -635159.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -635188.000000 Penalty: 4271.079590
	Iteration 16Q: 3 clusters Score -635188 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -635233.937500 Penalty: 4271.079590
	Iteration 17Q: 3 clusters Score -635233.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -635259.937500 Penalty: 4271.079590
	Iteration 18Q: 3 clusters Score -635259.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -635281.375000 Penalty: 4271.079590
	Iteration 19Q: 3 clusters Score -635281.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -635298.250000 Penalty: 4271.079590
	Iteration 20F: 3 clusters Score -635298.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -635314.062500 Penalty: 4271.079590
	Iteration 21Q: 3 clusters Score -635314.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -635328.812500 Penalty: 4271.079590
	Iteration 22Q: 3 clusters Score -635328.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -635340.000000 Penalty: 4271.079590
	Iteration 23Q: 3 clusters Score -635340 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -635346.250000 Penalty: 4271.079590
	Iteration 24Q: 3 clusters Score -635346.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -635351.375000 Penalty: 4271.079590
	Iteration 25Q: 3 clusters Score -635351.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -635357.250000 Penalty: 4271.079590
	Iteration 26Q: 3 clusters Score -635357.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -635362.312500 Penalty: 4271.079590
	Iteration 27Q: 3 clusters Score -635362.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -635372.875000 Penalty: 4271.079590
	Iteration 28Q: 3 clusters Score -635372.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -635376.312500 Penalty: 4271.079590
	Iteration 29Q: 3 clusters Score -635376.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -635380.125000 Penalty: 4271.079590
	Iteration 30Q: 3 clusters Score -635380.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -635380.562500 Penalty: 4271.079590
	Iteration 31Q: 3 clusters Score -635380.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -635382.062500 Penalty: 4271.079590
	Iteration 32Q: 3 clusters Score -635382.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -635383.687500 Penalty: 4271.079590
	Iteration 33Q: 3 clusters Score -635383.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -635383.750000 Penalty: 4271.079590
	Iteration 34Q: 3 clusters Score -635383.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -635385.250000 Penalty: 4271.079590
	Iteration 35Q: 3 clusters Score -635385.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -635386.500000 Penalty: 4271.079590
	Iteration 36Q: 3 clusters Score -635386.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -635386.375000 Penalty: 4271.079590
	Iteration 37Q: 3 clusters Score -635386.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -635386.375000 Penalty: 4271.079590
	Iteration 38F: 3 clusters Score -635386.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Entering Unmasked Estep 
Score: -120634.054688 Penalty: 1744.964844
	Iteration 0F: 2 clusters Score -120634.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -118649.031250 Penalty: 3489.929688
	Iteration 0F: 3 clusters Score -118649 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -119111.507812 Penalty: 3489.929688
	Iteration 1F: 3 clusters Score -119111.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -119444.250000 Penalty: 3489.929688
	Iteration 2F: 3 clusters Score -119444.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -119644.351562 Penalty: 3489.929688
	Iteration 3F: 3 clusters Score -119644.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -119742.414062 Penalty: 3489.929688
	Iteration 4Q: 3 clusters Score -119742.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -119814.234375 Penalty: 3489.929688
	Iteration 5Q: 3 clusters Score -119814.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -119865.789062 Penalty: 3489.929688
	Iteration 6Q: 3 clusters Score -119865.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -119927.734375 Penalty: 3489.929688
	Iteration 7Q: 3 clusters Score -119927.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -119972.054688 Penalty: 3489.929688
	Iteration 8Q: 3 clusters Score -119972.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -120005.015625 Penalty: 3489.929688
	Iteration 9Q: 3 clusters Score -120005 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -120024.953125 Penalty: 3489.929688
	Iteration 10Q: 3 clusters Score -120025 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -120034.304688 Penalty: 3489.929688
	Iteration 11Q: 3 clusters Score -120034.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -120040.882812 Penalty: 3489.929688
	Iteration 12Q: 3 clusters Score -120040.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -120045.445312 Penalty: 3489.929688
	Iteration 13Q: 3 clusters Score -120045.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -120045.445312 Penalty: 3489.929688
	Iteration 14F: 3 clusters Score -120045.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (12366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12366 members 
Entering Unmasked Estep 
Score: -1471347.375000 Penalty: 2336.831055
	Iteration 0F: 2 clusters Score -1471347 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -1462190.250000 Penalty: 4673.662109
	Iteration 0F: 3 clusters Score -1462190 nChanged 5320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -1465137.000000 Penalty: 4673.662109
	Iteration 1F: 3 clusters Score -1465137 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -1465626.125000 Penalty: 4673.662109
	Iteration 2F: 3 clusters Score -1465626 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -1466072.500000 Penalty: 4673.662109
	Iteration 3F: 3 clusters Score -1466072 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -1466518.625000 Penalty: 4673.662109
	Iteration 4F: 3 clusters Score -1466519 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -1466988.750000 Penalty: 4673.662109
	Iteration 5F: 3 clusters Score -1466989 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -1467412.375000 Penalty: 4673.662109
	Iteration 6F: 3 clusters Score -1467412 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -1467814.750000 Penalty: 4673.662109
	Iteration 7Q: 3 clusters Score -1467815 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -1468188.250000 Penalty: 4673.662109
	Iteration 8Q: 3 clusters Score -1468188 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -1468548.250000 Penalty: 4673.662109
	Iteration 9Q: 3 clusters Score -1468548 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1468850.250000 Penalty: 4673.662109
	Iteration 10Q: 3 clusters Score -1468850 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1469087.250000 Penalty: 4673.662109
	Iteration 11Q: 3 clusters Score -1469087 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1469262.625000 Penalty: 4673.662109
	Iteration 12Q: 3 clusters Score -1469263 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11334 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1469410.250000 Penalty: 4673.662109
	Iteration 13Q: 3 clusters Score -1469410 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1469521.500000 Penalty: 4673.662109
	Iteration 14Q: 3 clusters Score -1469522 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1469593.500000 Penalty: 4673.662109
	Iteration 15Q: 3 clusters Score -1469594 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1469629.375000 Penalty: 4673.662109
	Iteration 16Q: 3 clusters Score -1469629 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1469665.375000 Penalty: 4673.662109
	Iteration 17Q: 3 clusters Score -1469665 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1469691.250000 Penalty: 4673.662109
	Iteration 18Q: 3 clusters Score -1469691 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1469710.000000 Penalty: 4673.662109
	Iteration 19Q: 3 clusters Score -1469710 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1469734.250000 Penalty: 4673.662109
	Iteration 20F: 3 clusters Score -1469734 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1469744.875000 Penalty: 4673.662109
	Iteration 21Q: 3 clusters Score -1469745 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11798 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1469756.250000 Penalty: 4673.662109
	Iteration 22Q: 3 clusters Score -1469756 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1469768.750000 Penalty: 4673.662109
	Iteration 23Q: 3 clusters Score -1469769 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1469777.250000 Penalty: 4673.662109
	Iteration 24Q: 3 clusters Score -1469777 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11833 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1469784.250000 Penalty: 4673.662109
	Iteration 25Q: 3 clusters Score -1469784 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1469787.500000 Penalty: 4673.662109
	Iteration 26Q: 3 clusters Score -1469788 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11848 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1469793.750000 Penalty: 4673.662109
	Iteration 27Q: 3 clusters Score -1469794 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1469795.500000 Penalty: 4673.662109
	Iteration 28Q: 3 clusters Score -1469796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1469798.250000 Penalty: 4673.662109
	Iteration 29Q: 3 clusters Score -1469798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1469797.875000 Penalty: 4673.662109
	Iteration 30Q: 3 clusters Score -1469798 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1469797.875000 Penalty: 4673.662109
	Iteration 31F: 3 clusters Score -1469798 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (236982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236982 members 
Entering Unmasked Estep 
Score: -27989800.000000 Penalty: 3069.183350
	Iteration 0F: 2 clusters Score -2.79898e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118354 members 
Mstep: Class 2 contains 118628 members 
Entering Unmasked Estep 
Score: -27838872.000000 Penalty: 6138.366699
	Iteration 0F: 3 clusters Score -2.783887e+07 nChanged 114294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120484 members 
Mstep: Class 2 contains 116498 members 
Entering Unmasked Estep 
Score: -27907518.000000 Penalty: 6138.366699
	Iteration 1F: 3 clusters Score -2.790752e+07 nChanged 8480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122016 members 
Mstep: Class 2 contains 114966 members 
Entering Unmasked Estep 
Score: -27910144.000000 Penalty: 6138.366699
	Iteration 2Q: 3 clusters Score -2.791014e+07 nChanged 10449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124481 members 
Mstep: Class 2 contains 112501 members 
Entering Unmasked Estep 
Score: -27914612.000000 Penalty: 6138.366699
	Iteration 3Q: 3 clusters Score -2.791461e+07 nChanged 12291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127984 members 
Mstep: Class 2 contains 108998 members 
Entering Unmasked Estep 
Score: -27920160.000000 Penalty: 6138.366699
	Iteration 4F: 3 clusters Score -2.792016e+07 nChanged 13470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132602 members 
Mstep: Class 2 contains 104380 members 
Entering Unmasked Estep 
Score: -27926320.000000 Penalty: 6138.366699
	Iteration 5F: 3 clusters Score -2.792632e+07 nChanged 13563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138009 members 
Mstep: Class 2 contains 98973 members 
Entering Unmasked Estep 
Score: -27932394.000000 Penalty: 6138.366699
	Iteration 6F: 3 clusters Score -2.793239e+07 nChanged 12620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144071 members 
Mstep: Class 2 contains 92911 members 
Entering Unmasked Estep 
Score: -27937134.000000 Penalty: 6138.366699
	Iteration 7F: 3 clusters Score -2.793713e+07 nChanged 10869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150286 members 
Mstep: Class 2 contains 86696 members 
Entering Unmasked Estep 
Score: -27941242.000000 Penalty: 6138.366699
	Iteration 8Q: 3 clusters Score -2.794124e+07 nChanged 9244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157014 members 
Mstep: Class 2 contains 79968 members 
Entering Unmasked Estep 
Score: -27944842.000000 Penalty: 6138.366699
	Iteration 9Q: 3 clusters Score -2.794484e+07 nChanged 8776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164608 members 
Mstep: Class 2 contains 72374 members 
Entering Unmasked Estep 
Score: -27948468.000000 Penalty: 6138.366699
	Iteration 10Q: 3 clusters Score -2.794847e+07 nChanged 8866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173038 members 
Mstep: Class 2 contains 63944 members 
Entering Unmasked Estep 
Score: -27952936.000000 Penalty: 6138.366699
	Iteration 11Q: 3 clusters Score -2.795294e+07 nChanged 9561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182399 members 
Mstep: Class 2 contains 54583 members 
Entering Unmasked Estep 
Score: -27958698.000000 Penalty: 6138.366699
	Iteration 12Q: 3 clusters Score -2.79587e+07 nChanged 9636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191839 members 
Mstep: Class 2 contains 45143 members 
Entering Unmasked Estep 
Score: -27966032.000000 Penalty: 6138.366699
	Iteration 13Q: 3 clusters Score -2.796603e+07 nChanged 8319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199686 members 
Mstep: Class 2 contains 37296 members 
Entering Unmasked Estep 
Score: -27972638.000000 Penalty: 6138.366699
	Iteration 14Q: 3 clusters Score -2.797264e+07 nChanged 6558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205354 members 
Mstep: Class 2 contains 31628 members 
Entering Unmasked Estep 
Score: -27977252.000000 Penalty: 6138.366699
	Iteration 15Q: 3 clusters Score -2.797725e+07 nChanged 4805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209539 members 
Mstep: Class 2 contains 27443 members 
Entering Unmasked Estep 
Score: -27980100.000000 Penalty: 6138.366699
	Iteration 16Q: 3 clusters Score -2.79801e+07 nChanged 3677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213104 members 
Mstep: Class 2 contains 23878 members 
Entering Unmasked Estep 
Score: -27981710.000000 Penalty: 6138.366699
	Iteration 17Q: 3 clusters Score -2.798171e+07 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216242 members 
Mstep: Class 2 contains 20740 members 
Entering Unmasked Estep 
Score: -27982928.000000 Penalty: 6138.366699
	Iteration 18Q: 3 clusters Score -2.798293e+07 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218955 members 
Mstep: Class 2 contains 18027 members 
Entering Unmasked Estep 
Score: -27983996.000000 Penalty: 6138.366699
	Iteration 19Q: 3 clusters Score -2.7984e+07 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221226 members 
Mstep: Class 2 contains 15756 members 
Entering Unmasked Estep 
Score: -27984736.000000 Penalty: 6138.366699
	Iteration 20F: 3 clusters Score -2.798474e+07 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223124 members 
Mstep: Class 2 contains 13858 members 
Entering Unmasked Estep 
Score: -27985638.000000 Penalty: 6138.366699
	Iteration 21Q: 3 clusters Score -2.798564e+07 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224773 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -27986328.000000 Penalty: 6138.366699
	Iteration 22Q: 3 clusters Score -2.798633e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226181 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -27986758.000000 Penalty: 6138.366699
	Iteration 23Q: 3 clusters Score -2.798676e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227336 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -27987120.000000 Penalty: 6138.366699
	Iteration 24Q: 3 clusters Score -2.798712e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228321 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -27987420.000000 Penalty: 6138.366699
	Iteration 25Q: 3 clusters Score -2.798742e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229077 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -27987692.000000 Penalty: 6138.366699
	Iteration 26Q: 3 clusters Score -2.798769e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229727 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -27987896.000000 Penalty: 6138.366699
	Iteration 27Q: 3 clusters Score -2.79879e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230255 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -27988090.000000 Penalty: 6138.366699
	Iteration 28Q: 3 clusters Score -2.798809e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230703 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -27988152.000000 Penalty: 6138.366699
	Iteration 29Q: 3 clusters Score -2.798815e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231038 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -27988222.000000 Penalty: 6138.366699
	Iteration 30Q: 3 clusters Score -2.798822e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231339 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -27988252.000000 Penalty: 6138.366699
	Iteration 31Q: 3 clusters Score -2.798825e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231603 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -27988372.000000 Penalty: 6138.366699
	Iteration 32Q: 3 clusters Score -2.798837e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231830 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -27988402.000000 Penalty: 6138.366699
	Iteration 33Q: 3 clusters Score -2.79884e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232024 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -27988442.000000 Penalty: 6138.366699
	Iteration 34Q: 3 clusters Score -2.798844e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232175 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -27988452.000000 Penalty: 6138.366699
	Iteration 35Q: 3 clusters Score -2.798845e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232308 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -27988484.000000 Penalty: 6138.366699
	Iteration 36Q: 3 clusters Score -2.798848e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232433 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -27988460.000000 Penalty: 6138.366699
	Iteration 37Q: 3 clusters Score -2.798846e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232539 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -27988452.000000 Penalty: 6138.366699
	Iteration 38Q: 3 clusters Score -2.798845e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232636 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -27988466.000000 Penalty: 6138.366699
	Iteration 39Q: 3 clusters Score -2.798847e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232737 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -27988544.000000 Penalty: 6138.366699
	Iteration 40F: 3 clusters Score -2.798854e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232815 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -27988522.000000 Penalty: 6138.366699
	Iteration 41Q: 3 clusters Score -2.798852e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232881 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -27988508.000000 Penalty: 6138.366699
	Iteration 42Q: 3 clusters Score -2.798851e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232936 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -27988536.000000 Penalty: 6138.366699
	Iteration 43Q: 3 clusters Score -2.798854e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232982 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -27988536.000000 Penalty: 6138.366699
	Iteration 44Q: 3 clusters Score -2.798854e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233025 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -27988552.000000 Penalty: 6138.366699
	Iteration 45Q: 3 clusters Score -2.798855e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233064 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -27988520.000000 Penalty: 6138.366699
	Iteration 46Q: 3 clusters Score -2.798852e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233102 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -27988528.000000 Penalty: 6138.366699
	Iteration 47Q: 3 clusters Score -2.798853e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233136 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -27988546.000000 Penalty: 6138.366699
	Iteration 48Q: 3 clusters Score -2.798855e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233170 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -27988530.000000 Penalty: 6138.366699
	Iteration 49Q: 3 clusters Score -2.798853e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233190 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -27988510.000000 Penalty: 6138.366699
	Iteration 50Q: 3 clusters Score -2.798851e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233206 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -27988510.000000 Penalty: 6138.366699
	Iteration 51Q: 3 clusters Score -2.798851e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233219 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -27988512.000000 Penalty: 6138.366699
	Iteration 52Q: 3 clusters Score -2.798851e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233233 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -27988532.000000 Penalty: 6138.366699
	Iteration 53Q: 3 clusters Score -2.798853e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233244 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -27988534.000000 Penalty: 6138.366699
	Iteration 54Q: 3 clusters Score -2.798853e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233252 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -27988520.000000 Penalty: 6138.366699
	Iteration 55Q: 3 clusters Score -2.798852e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233257 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -27988518.000000 Penalty: 6138.366699
	Iteration 56Q: 3 clusters Score -2.798852e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233258 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -27988498.000000 Penalty: 6138.366699
	Iteration 57Q: 3 clusters Score -2.79885e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233259 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -27988494.000000 Penalty: 6138.366699
	Iteration 58Q: 3 clusters Score -2.798849e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233261 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -27988504.000000 Penalty: 6138.366699
	Iteration 59Q: 3 clusters Score -2.79885e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233265 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -27988500.000000 Penalty: 6138.366699
	Iteration 60F: 3 clusters Score -2.79885e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233268 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -27988488.000000 Penalty: 6138.366699
	Iteration 61Q: 3 clusters Score -2.798849e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233269 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -27988498.000000 Penalty: 6138.366699
	Iteration 62Q: 3 clusters Score -2.79885e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233269 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -27988498.000000 Penalty: 6138.366699
	Iteration 63F: 3 clusters Score -2.79885e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Entering Unmasked Estep 
Score: -345518.500000 Penalty: 2013.167480
	Iteration 0F: 2 clusters Score -345518.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -342023.812500 Penalty: 4026.334961
	Iteration 0F: 3 clusters Score -342023.8 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -342817.562500 Penalty: 4026.334961
	Iteration 1F: 3 clusters Score -342817.6 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -343229.968750 Penalty: 4026.334961
	Iteration 2F: 3 clusters Score -343230 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -343533.687500 Penalty: 4026.334961
	Iteration 3F: 3 clusters Score -343533.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -343728.218750 Penalty: 4026.334961
	Iteration 4F: 3 clusters Score -343728.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -343894.093750 Penalty: 4026.334961
	Iteration 5Q: 3 clusters Score -343894.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -344034.000000 Penalty: 4026.334961
	Iteration 6Q: 3 clusters Score -344034 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -344163.000000 Penalty: 4026.334961
	Iteration 7Q: 3 clusters Score -344163 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -344267.218750 Penalty: 4026.334961
	Iteration 8Q: 3 clusters Score -344267.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -344343.250000 Penalty: 4026.334961
	Iteration 9Q: 3 clusters Score -344343.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -344376.531250 Penalty: 4026.334961
	Iteration 10Q: 3 clusters Score -344376.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -344396.875000 Penalty: 4026.334961
	Iteration 11Q: 3 clusters Score -344396.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -344407.718750 Penalty: 4026.334961
	Iteration 12Q: 3 clusters Score -344407.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -344414.281250 Penalty: 4026.334961
	Iteration 13Q: 3 clusters Score -344414.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -344420.437500 Penalty: 4026.334961
	Iteration 14Q: 3 clusters Score -344420.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -344425.031250 Penalty: 4026.334961
	Iteration 15Q: 3 clusters Score -344425 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -344429.312500 Penalty: 4026.334961
	Iteration 16Q: 3 clusters Score -344429.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -344432.625000 Penalty: 4026.334961
	Iteration 17Q: 3 clusters Score -344432.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -344433.468750 Penalty: 4026.334961
	Iteration 18Q: 3 clusters Score -344433.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -344433.468750 Penalty: 4026.334961
	Iteration 19F: 3 clusters Score -344433.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Entering Unmasked Estep 
Score: -438912.312500 Penalty: 2041.447144
	Iteration 0F: 2 clusters Score -438912.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -435182.593750 Penalty: 4082.894287
	Iteration 0F: 3 clusters Score -435182.6 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -435968.656250 Penalty: 4082.894287
	Iteration 1F: 3 clusters Score -435968.7 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -436133.656250 Penalty: 4082.894287
	Iteration 2F: 3 clusters Score -436133.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -436232.500000 Penalty: 4082.894287
	Iteration 3Q: 3 clusters Score -436232.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -436307.718750 Penalty: 4082.894287
	Iteration 4Q: 3 clusters Score -436307.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -436353.812500 Penalty: 4082.894287
	Iteration 5Q: 3 clusters Score -436353.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -436392.531250 Penalty: 4082.894287
	Iteration 6Q: 3 clusters Score -436392.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -436424.093750 Penalty: 4082.894287
	Iteration 7Q: 3 clusters Score -436424.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -436442.156250 Penalty: 4082.894287
	Iteration 8Q: 3 clusters Score -436442.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -436454.625000 Penalty: 4082.894287
	Iteration 9Q: 3 clusters Score -436454.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -436463.812500 Penalty: 4082.894287
	Iteration 10Q: 3 clusters Score -436463.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -436472.750000 Penalty: 4082.894287
	Iteration 11Q: 3 clusters Score -436472.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -436479.093750 Penalty: 4082.894287
	Iteration 12Q: 3 clusters Score -436479.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -436485.093750 Penalty: 4082.894287
	Iteration 13Q: 3 clusters Score -436485.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -436493.343750 Penalty: 4082.894287
	Iteration 14Q: 3 clusters Score -436493.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -436500.062500 Penalty: 4082.894287
	Iteration 15Q: 3 clusters Score -436500.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -436506.343750 Penalty: 4082.894287
	Iteration 16Q: 3 clusters Score -436506.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -436514.156250 Penalty: 4082.894287
	Iteration 17Q: 3 clusters Score -436514.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -436522.968750 Penalty: 4082.894287
	Iteration 18Q: 3 clusters Score -436523 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -436528.125000 Penalty: 4082.894287
	Iteration 19Q: 3 clusters Score -436528.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -436532.250000 Penalty: 4082.894287
	Iteration 20F: 3 clusters Score -436532.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -436536.531250 Penalty: 4082.894287
	Iteration 21Q: 3 clusters Score -436536.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -436543.218750 Penalty: 4082.894287
	Iteration 22Q: 3 clusters Score -436543.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -436550.656250 Penalty: 4082.894287
	Iteration 23Q: 3 clusters Score -436550.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -436561.937500 Penalty: 4082.894287
	Iteration 24Q: 3 clusters Score -436561.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -436572.500000 Penalty: 4082.894287
	Iteration 25Q: 3 clusters Score -436572.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -436585.406250 Penalty: 4082.894287
	Iteration 26Q: 3 clusters Score -436585.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -436596.781250 Penalty: 4082.894287
	Iteration 27Q: 3 clusters Score -436596.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -436614.656250 Penalty: 4082.894287
	Iteration 28Q: 3 clusters Score -436614.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -436646.468750 Penalty: 4082.894287
	Iteration 29Q: 3 clusters Score -436646.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -436677.312500 Penalty: 4082.894287
	Iteration 30Q: 3 clusters Score -436677.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -436725.093750 Penalty: 4082.894287
	Iteration 31Q: 3 clusters Score -436725.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -436787.187500 Penalty: 4082.894287
	Iteration 32Q: 3 clusters Score -436787.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -436869.437500 Penalty: 4082.894287
	Iteration 33Q: 3 clusters Score -436869.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -436944.687500 Penalty: 4082.894287
	Iteration 34Q: 3 clusters Score -436944.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -437011.250000 Penalty: 4082.894287
	Iteration 35Q: 3 clusters Score -437011.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -437064.000000 Penalty: 4082.894287
	Iteration 36Q: 3 clusters Score -437064 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -437108.687500 Penalty: 4082.894287
	Iteration 37Q: 3 clusters Score -437108.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -437146.718750 Penalty: 4082.894287
	Iteration 38Q: 3 clusters Score -437146.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -437187.156250 Penalty: 4082.894287
	Iteration 39Q: 3 clusters Score -437187.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -437226.531250 Penalty: 4082.894287
	Iteration 40F: 3 clusters Score -437226.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -437266.750000 Penalty: 4082.894287
	Iteration 41Q: 3 clusters Score -437266.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -437300.562500 Penalty: 4082.894287
	Iteration 42Q: 3 clusters Score -437300.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -437324.250000 Penalty: 4082.894287
	Iteration 43Q: 3 clusters Score -437324.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -437342.031250 Penalty: 4082.894287
	Iteration 44Q: 3 clusters Score -437342 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -437358.156250 Penalty: 4082.894287
	Iteration 45Q: 3 clusters Score -437358.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -437370.593750 Penalty: 4082.894287
	Iteration 46Q: 3 clusters Score -437370.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -437379.218750 Penalty: 4082.894287
	Iteration 47Q: 3 clusters Score -437379.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -437393.531250 Penalty: 4082.894287
	Iteration 48Q: 3 clusters Score -437393.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -437405.093750 Penalty: 4082.894287
	Iteration 49Q: 3 clusters Score -437405.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -437418.343750 Penalty: 4082.894287
	Iteration 50Q: 3 clusters Score -437418.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -437428.218750 Penalty: 4082.894287
	Iteration 51Q: 3 clusters Score -437428.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -437439.250000 Penalty: 4082.894287
	Iteration 52Q: 3 clusters Score -437439.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -437452.437500 Penalty: 4082.894287
	Iteration 53Q: 3 clusters Score -437452.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -437466.156250 Penalty: 4082.894287
	Iteration 54Q: 3 clusters Score -437466.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -437477.156250 Penalty: 4082.894287
	Iteration 55Q: 3 clusters Score -437477.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -437488.312500 Penalty: 4082.894287
	Iteration 56Q: 3 clusters Score -437488.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -437499.125000 Penalty: 4082.894287
	Iteration 57Q: 3 clusters Score -437499.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -437513.437500 Penalty: 4082.894287
	Iteration 58Q: 3 clusters Score -437513.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -437529.343750 Penalty: 4082.894287
	Iteration 59Q: 3 clusters Score -437529.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -437545.218750 Penalty: 4082.894287
	Iteration 60F: 3 clusters Score -437545.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -437560.218750 Penalty: 4082.894287
	Iteration 61Q: 3 clusters Score -437560.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -437577.093750 Penalty: 4082.894287
	Iteration 62Q: 3 clusters Score -437577.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -437596.968750 Penalty: 4082.894287
	Iteration 63Q: 3 clusters Score -437597 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -437623.187500 Penalty: 4082.894287
	Iteration 64Q: 3 clusters Score -437623.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -437654.093750 Penalty: 4082.894287
	Iteration 65Q: 3 clusters Score -437654.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -437714.125000 Penalty: 4082.894287
	Iteration 66Q: 3 clusters Score -437714.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -437802.218750 Penalty: 4082.894287
	Iteration 67Q: 3 clusters Score -437802.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -437923.156250 Penalty: 4082.894287
	Iteration 68Q: 3 clusters Score -437923.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -438048.625000 Penalty: 4082.894287
	Iteration 69Q: 3 clusters Score -438048.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -438088.468750 Penalty: 4082.894287
	Iteration 70Q: 3 clusters Score -438088.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -438099.875000 Penalty: 4082.894287
	Iteration 71Q: 3 clusters Score -438099.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -438103.750000 Penalty: 4082.894287
	Iteration 72Q: 3 clusters Score -438103.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -438108.125000 Penalty: 4082.894287
	Iteration 73Q: 3 clusters Score -438108.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -438110.406250 Penalty: 4082.894287
	Iteration 74Q: 3 clusters Score -438110.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -438111.937500 Penalty: 4082.894287
	Iteration 75Q: 3 clusters Score -438111.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -438112.312500 Penalty: 4082.894287
	Iteration 76Q: 3 clusters Score -438112.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -438112.312500 Penalty: 4082.894287
	Iteration 77F: 3 clusters Score -438112.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (5568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Entering Unmasked Estep 
Score: -600694.125000 Penalty: 2138.948242
	Iteration 0F: 2 clusters Score -600694.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -595835.187500 Penalty: 4277.896484
	Iteration 0F: 3 clusters Score -595835.2 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -597247.750000 Penalty: 4277.896484
	Iteration 1F: 3 clusters Score -597247.8 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -597549.312500 Penalty: 4277.896484
	Iteration 2F: 3 clusters Score -597549.3 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -597803.375000 Penalty: 4277.896484
	Iteration 3F: 3 clusters Score -597803.4 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -598055.062500 Penalty: 4277.896484
	Iteration 4F: 3 clusters Score -598055.1 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -598345.250000 Penalty: 4277.896484
	Iteration 5Q: 3 clusters Score -598345.2 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -598660.625000 Penalty: 4277.896484
	Iteration 6F: 3 clusters Score -598660.6 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -598923.937500 Penalty: 4277.896484
	Iteration 7F: 3 clusters Score -598923.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -599101.812500 Penalty: 4277.896484
	Iteration 8Q: 3 clusters Score -599101.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -599218.187500 Penalty: 4277.896484
	Iteration 9Q: 3 clusters Score -599218.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -599317.187500 Penalty: 4277.896484
	Iteration 10Q: 3 clusters Score -599317.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -599414.375000 Penalty: 4277.896484
	Iteration 11Q: 3 clusters Score -599414.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -599475.687500 Penalty: 4277.896484
	Iteration 12Q: 3 clusters Score -599475.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -599530.437500 Penalty: 4277.896484
	Iteration 13Q: 3 clusters Score -599530.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -599594.687500 Penalty: 4277.896484
	Iteration 14Q: 3 clusters Score -599594.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -599646.750000 Penalty: 4277.896484
	Iteration 15Q: 3 clusters Score -599646.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -599692.125000 Penalty: 4277.896484
	Iteration 16Q: 3 clusters Score -599692.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -599725.500000 Penalty: 4277.896484
	Iteration 17Q: 3 clusters Score -599725.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -599755.375000 Penalty: 4277.896484
	Iteration 18Q: 3 clusters Score -599755.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -599786.562500 Penalty: 4277.896484
	Iteration 19Q: 3 clusters Score -599786.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -599818.500000 Penalty: 4277.896484
	Iteration 20F: 3 clusters Score -599818.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -599848.000000 Penalty: 4277.896484
	Iteration 21Q: 3 clusters Score -599848 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -599870.375000 Penalty: 4277.896484
	Iteration 22Q: 3 clusters Score -599870.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -599893.562500 Penalty: 4277.896484
	Iteration 23Q: 3 clusters Score -599893.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -599912.000000 Penalty: 4277.896484
	Iteration 24Q: 3 clusters Score -599912 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -599936.687500 Penalty: 4277.896484
	Iteration 25Q: 3 clusters Score -599936.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -599961.062500 Penalty: 4277.896484
	Iteration 26Q: 3 clusters Score -599961.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -599985.125000 Penalty: 4277.896484
	Iteration 27Q: 3 clusters Score -599985.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -600001.375000 Penalty: 4277.896484
	Iteration 28Q: 3 clusters Score -600001.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -600014.875000 Penalty: 4277.896484
	Iteration 29Q: 3 clusters Score -600014.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -600032.062500 Penalty: 4277.896484
	Iteration 30Q: 3 clusters Score -600032.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -600049.000000 Penalty: 4277.896484
	Iteration 31Q: 3 clusters Score -600049 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -600060.625000 Penalty: 4277.896484
	Iteration 32Q: 3 clusters Score -600060.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -600065.187500 Penalty: 4277.896484
	Iteration 33Q: 3 clusters Score -600065.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -600069.937500 Penalty: 4277.896484
	Iteration 34Q: 3 clusters Score -600069.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -600071.625000 Penalty: 4277.896484
	Iteration 35Q: 3 clusters Score -600071.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -600072.562500 Penalty: 4277.896484
	Iteration 36Q: 3 clusters Score -600072.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -600077.750000 Penalty: 4277.896484
	Iteration 37Q: 3 clusters Score -600077.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -600082.500000 Penalty: 4277.896484
	Iteration 38Q: 3 clusters Score -600082.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -600086.125000 Penalty: 4277.896484
	Iteration 39Q: 3 clusters Score -600086.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -600085.625000 Penalty: 4277.896484
	Iteration 40F: 3 clusters Score -600085.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (72843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72843 members 
Entering Unmasked Estep 
Score: -7924922.000000 Penalty: 2776.623291
	Iteration 0F: 2 clusters Score -7924922 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36637 members 
Mstep: Class 2 contains 36206 members 
Entering Unmasked Estep 
Score: -7876077.500000 Penalty: 5553.246582
	Iteration 0F: 3 clusters Score -7876078 nChanged 34153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38684 members 
Mstep: Class 2 contains 34159 members 
Entering Unmasked Estep 
Score: -7896358.000000 Penalty: 5553.246582
	Iteration 1F: 3 clusters Score -7896358 nChanged 3381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39873 members 
Mstep: Class 2 contains 32970 members 
Entering Unmasked Estep 
Score: -7897886.500000 Penalty: 5553.246582
	Iteration 2Q: 3 clusters Score -7897886 nChanged 3809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41490 members 
Mstep: Class 2 contains 31353 members 
Entering Unmasked Estep 
Score: -7899796.000000 Penalty: 5553.246582
	Iteration 3F: 3 clusters Score -7899796 nChanged 4423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43587 members 
Mstep: Class 2 contains 29256 members 
Entering Unmasked Estep 
Score: -7902563.000000 Penalty: 5553.246582
	Iteration 4F: 3 clusters Score -7902563 nChanged 4729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46056 members 
Mstep: Class 2 contains 26787 members 
Entering Unmasked Estep 
Score: -7905872.000000 Penalty: 5553.246582
	Iteration 5F: 3 clusters Score -7905872 nChanged 4687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48779 members 
Mstep: Class 2 contains 24064 members 
Entering Unmasked Estep 
Score: -7909476.000000 Penalty: 5553.246582
	Iteration 6F: 3 clusters Score -7909476 nChanged 4274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51437 members 
Mstep: Class 2 contains 21406 members 
Entering Unmasked Estep 
Score: -7912741.500000 Penalty: 5553.246582
	Iteration 7F: 3 clusters Score -7912742 nChanged 3512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53739 members 
Mstep: Class 2 contains 19104 members 
Entering Unmasked Estep 
Score: -7915033.000000 Penalty: 5553.246582
	Iteration 8Q: 3 clusters Score -7915033 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55687 members 
Mstep: Class 2 contains 17156 members 
Entering Unmasked Estep 
Score: -7916691.500000 Penalty: 5553.246582
	Iteration 9Q: 3 clusters Score -7916692 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57387 members 
Mstep: Class 2 contains 15456 members 
Entering Unmasked Estep 
Score: -7917806.500000 Penalty: 5553.246582
	Iteration 10Q: 3 clusters Score -7917806 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58899 members 
Mstep: Class 2 contains 13944 members 
Entering Unmasked Estep 
Score: -7918667.000000 Penalty: 5553.246582
	Iteration 11Q: 3 clusters Score -7918667 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60227 members 
Mstep: Class 2 contains 12616 members 
Entering Unmasked Estep 
Score: -7919391.500000 Penalty: 5553.246582
	Iteration 12Q: 3 clusters Score -7919392 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61509 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
Score: -7920077.500000 Penalty: 5553.246582
	Iteration 13Q: 3 clusters Score -7920078 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62685 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -7920700.500000 Penalty: 5553.246582
	Iteration 14Q: 3 clusters Score -7920700 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63698 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -7921323.500000 Penalty: 5553.246582
	Iteration 15Q: 3 clusters Score -7921324 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64624 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -7921765.000000 Penalty: 5553.246582
	Iteration 16Q: 3 clusters Score -7921765 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65411 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -7922215.000000 Penalty: 5553.246582
	Iteration 17Q: 3 clusters Score -7922215 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66146 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -7922546.500000 Penalty: 5553.246582
	Iteration 18Q: 3 clusters Score -7922546 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66791 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -7922814.500000 Penalty: 5553.246582
	Iteration 19Q: 3 clusters Score -7922814 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67336 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -7923043.500000 Penalty: 5553.246582
	Iteration 20F: 3 clusters Score -7923044 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67751 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -7923189.000000 Penalty: 5553.246582
	Iteration 21Q: 3 clusters Score -7923189 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68090 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -7923312.000000 Penalty: 5553.246582
	Iteration 22Q: 3 clusters Score -7923312 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68353 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -7923385.000000 Penalty: 5553.246582
	Iteration 23Q: 3 clusters Score -7923385 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68590 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -7923437.000000 Penalty: 5553.246582
	Iteration 24Q: 3 clusters Score -7923437 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68771 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -7923493.500000 Penalty: 5553.246582
	Iteration 25Q: 3 clusters Score -7923494 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68908 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -7923547.500000 Penalty: 5553.246582
	Iteration 26Q: 3 clusters Score -7923548 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69028 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -7923565.000000 Penalty: 5553.246582
	Iteration 27Q: 3 clusters Score -7923565 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69133 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -7923584.000000 Penalty: 5553.246582
	Iteration 28Q: 3 clusters Score -7923584 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69219 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -7923607.500000 Penalty: 5553.246582
	Iteration 29Q: 3 clusters Score -7923608 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69300 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -7923608.000000 Penalty: 5553.246582
	Iteration 30Q: 3 clusters Score -7923608 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69362 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -7923611.500000 Penalty: 5553.246582
	Iteration 31Q: 3 clusters Score -7923612 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69419 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -7923634.000000 Penalty: 5553.246582
	Iteration 32Q: 3 clusters Score -7923634 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69462 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -7923636.000000 Penalty: 5553.246582
	Iteration 33Q: 3 clusters Score -7923636 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69497 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -7923647.500000 Penalty: 5553.246582
	Iteration 34Q: 3 clusters Score -7923648 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69524 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -7923667.000000 Penalty: 5553.246582
	Iteration 35Q: 3 clusters Score -7923667 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69549 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -7923671.000000 Penalty: 5553.246582
	Iteration 36Q: 3 clusters Score -7923671 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69575 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -7923679.000000 Penalty: 5553.246582
	Iteration 37Q: 3 clusters Score -7923679 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69596 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -7923702.000000 Penalty: 5553.246582
	Iteration 38Q: 3 clusters Score -7923702 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69613 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -7923686.500000 Penalty: 5553.246582
	Iteration 39Q: 3 clusters Score -7923686 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69638 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -7923689.500000 Penalty: 5553.246582
	Iteration 40F: 3 clusters Score -7923690 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69659 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -7923700.000000 Penalty: 5553.246582
	Iteration 41Q: 3 clusters Score -7923700 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69673 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -7923706.000000 Penalty: 5553.246582
	Iteration 42Q: 3 clusters Score -7923706 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69683 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -7923695.500000 Penalty: 5553.246582
	Iteration 43Q: 3 clusters Score -7923696 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69695 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -7923696.000000 Penalty: 5553.246582
	Iteration 44Q: 3 clusters Score -7923696 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69701 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -7923696.500000 Penalty: 5553.246582
	Iteration 45Q: 3 clusters Score -7923696 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69707 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -7923697.000000 Penalty: 5553.246582
	Iteration 46Q: 3 clusters Score -7923697 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69708 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -7923694.000000 Penalty: 5553.246582
	Iteration 47Q: 3 clusters Score -7923694 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69715 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -7923698.000000 Penalty: 5553.246582
	Iteration 48Q: 3 clusters Score -7923698 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69728 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -7923705.000000 Penalty: 5553.246582
	Iteration 49Q: 3 clusters Score -7923705 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69736 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -7923708.500000 Penalty: 5553.246582
	Iteration 50Q: 3 clusters Score -7923708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69740 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -7923719.000000 Penalty: 5553.246582
	Iteration 51Q: 3 clusters Score -7923719 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69743 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -7923716.000000 Penalty: 5553.246582
	Iteration 52Q: 3 clusters Score -7923716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69745 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -7923715.000000 Penalty: 5553.246582
	Iteration 53Q: 3 clusters Score -7923715 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69746 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -7923713.000000 Penalty: 5553.246582
	Iteration 54Q: 3 clusters Score -7923713 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69747 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -7923718.500000 Penalty: 5553.246582
	Iteration 55Q: 3 clusters Score -7923718 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69747 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -7923718.500000 Penalty: 5553.246582
	Iteration 56F: 3 clusters Score -7923718 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Entering Unmasked Estep 
Score: -568079.312500 Penalty: 2113.895264
	Iteration 0F: 2 clusters Score -568079.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -563591.312500 Penalty: 4227.790527
	Iteration 0F: 3 clusters Score -563591.3 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -564685.750000 Penalty: 4227.790527
	Iteration 1F: 3 clusters Score -564685.8 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -564933.062500 Penalty: 4227.790527
	Iteration 2F: 3 clusters Score -564933.1 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -565105.812500 Penalty: 4227.790527
	Iteration 3F: 3 clusters Score -565105.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -565233.812500 Penalty: 4227.790527
	Iteration 4Q: 3 clusters Score -565233.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -565364.875000 Penalty: 4227.790527
	Iteration 5Q: 3 clusters Score -565364.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -565485.250000 Penalty: 4227.790527
	Iteration 6Q: 3 clusters Score -565485.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -565597.375000 Penalty: 4227.790527
	Iteration 7Q: 3 clusters Score -565597.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -565698.187500 Penalty: 4227.790527
	Iteration 8Q: 3 clusters Score -565698.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -565813.437500 Penalty: 4227.790527
	Iteration 9Q: 3 clusters Score -565813.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -565912.687500 Penalty: 4227.790527
	Iteration 10Q: 3 clusters Score -565912.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -566004.125000 Penalty: 4227.790527
	Iteration 11Q: 3 clusters Score -566004.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -566099.750000 Penalty: 4227.790527
	Iteration 12Q: 3 clusters Score -566099.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -566179.062500 Penalty: 4227.790527
	Iteration 13Q: 3 clusters Score -566179.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -566246.625000 Penalty: 4227.790527
	Iteration 14Q: 3 clusters Score -566246.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -566322.562500 Penalty: 4227.790527
	Iteration 15Q: 3 clusters Score -566322.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -566390.125000 Penalty: 4227.790527
	Iteration 16Q: 3 clusters Score -566390.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -566441.562500 Penalty: 4227.790527
	Iteration 17Q: 3 clusters Score -566441.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -566495.250000 Penalty: 4227.790527
	Iteration 18Q: 3 clusters Score -566495.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -566550.375000 Penalty: 4227.790527
	Iteration 19Q: 3 clusters Score -566550.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -566597.750000 Penalty: 4227.790527
	Iteration 20F: 3 clusters Score -566597.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -566641.000000 Penalty: 4227.790527
	Iteration 21Q: 3 clusters Score -566641 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -566682.687500 Penalty: 4227.790527
	Iteration 22Q: 3 clusters Score -566682.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -566716.125000 Penalty: 4227.790527
	Iteration 23Q: 3 clusters Score -566716.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -566736.562500 Penalty: 4227.790527
	Iteration 24Q: 3 clusters Score -566736.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -566750.750000 Penalty: 4227.790527
	Iteration 25Q: 3 clusters Score -566750.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -566763.625000 Penalty: 4227.790527
	Iteration 26Q: 3 clusters Score -566763.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -566775.750000 Penalty: 4227.790527
	Iteration 27Q: 3 clusters Score -566775.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -566788.000000 Penalty: 4227.790527
	Iteration 28Q: 3 clusters Score -566788 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -566798.875000 Penalty: 4227.790527
	Iteration 29Q: 3 clusters Score -566798.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -566808.875000 Penalty: 4227.790527
	Iteration 30Q: 3 clusters Score -566808.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -566817.937500 Penalty: 4227.790527
	Iteration 31Q: 3 clusters Score -566817.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -566825.312500 Penalty: 4227.790527
	Iteration 32Q: 3 clusters Score -566825.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -566831.812500 Penalty: 4227.790527
	Iteration 33Q: 3 clusters Score -566831.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -566841.500000 Penalty: 4227.790527
	Iteration 34Q: 3 clusters Score -566841.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -566848.750000 Penalty: 4227.790527
	Iteration 35Q: 3 clusters Score -566848.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -566853.500000 Penalty: 4227.790527
	Iteration 36Q: 3 clusters Score -566853.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -566855.562500 Penalty: 4227.790527
	Iteration 37Q: 3 clusters Score -566855.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -566858.000000 Penalty: 4227.790527
	Iteration 38Q: 3 clusters Score -566858 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -566860.812500 Penalty: 4227.790527
	Iteration 39Q: 3 clusters Score -566860.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -566864.562500 Penalty: 4227.790527
	Iteration 40F: 3 clusters Score -566864.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -566871.500000 Penalty: 4227.790527
	Iteration 41Q: 3 clusters Score -566871.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -566872.687500 Penalty: 4227.790527
	Iteration 42Q: 3 clusters Score -566872.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -566876.687500 Penalty: 4227.790527
	Iteration 43Q: 3 clusters Score -566876.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -566884.062500 Penalty: 4227.790527
	Iteration 44Q: 3 clusters Score -566884.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -566893.000000 Penalty: 4227.790527
	Iteration 45Q: 3 clusters Score -566893 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -566901.750000 Penalty: 4227.790527
	Iteration 46Q: 3 clusters Score -566901.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -566912.625000 Penalty: 4227.790527
	Iteration 47Q: 3 clusters Score -566912.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -566920.625000 Penalty: 4227.790527
	Iteration 48Q: 3 clusters Score -566920.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -566923.937500 Penalty: 4227.790527
	Iteration 49Q: 3 clusters Score -566923.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -566926.375000 Penalty: 4227.790527
	Iteration 50Q: 3 clusters Score -566926.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -566931.625000 Penalty: 4227.790527
	Iteration 51Q: 3 clusters Score -566931.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -566939.375000 Penalty: 4227.790527
	Iteration 52Q: 3 clusters Score -566939.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -566949.812500 Penalty: 4227.790527
	Iteration 53Q: 3 clusters Score -566949.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -566958.375000 Penalty: 4227.790527
	Iteration 54Q: 3 clusters Score -566958.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -566968.500000 Penalty: 4227.790527
	Iteration 55Q: 3 clusters Score -566968.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -566978.562500 Penalty: 4227.790527
	Iteration 56Q: 3 clusters Score -566978.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -566988.687500 Penalty: 4227.790527
	Iteration 57Q: 3 clusters Score -566988.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -566992.687500 Penalty: 4227.790527
	Iteration 58Q: 3 clusters Score -566992.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -566998.062500 Penalty: 4227.790527
	Iteration 59Q: 3 clusters Score -566998.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -567001.187500 Penalty: 4227.790527
	Iteration 60F: 3 clusters Score -567001.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -567004.437500 Penalty: 4227.790527
	Iteration 61Q: 3 clusters Score -567004.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -567009.375000 Penalty: 4227.790527
	Iteration 62Q: 3 clusters Score -567009.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -567011.250000 Penalty: 4227.790527
	Iteration 63Q: 3 clusters Score -567011.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -567012.750000 Penalty: 4227.790527
	Iteration 64Q: 3 clusters Score -567012.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -567015.687500 Penalty: 4227.790527
	Iteration 65Q: 3 clusters Score -567015.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -567015.437500 Penalty: 4227.790527
	Iteration 66Q: 3 clusters Score -567015.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -567014.500000 Penalty: 4227.790527
	Iteration 67Q: 3 clusters Score -567014.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -567014.500000 Penalty: 4227.790527
	Iteration 68F: 3 clusters Score -567014.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (3155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Entering Unmasked Estep 
Score: -360016.875000 Penalty: 1998.072388
	Iteration 0F: 2 clusters Score -360016.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -356668.500000 Penalty: 3996.144775
	Iteration 0F: 3 clusters Score -356668.5 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -357380.125000 Penalty: 3996.144775
	Iteration 1F: 3 clusters Score -357380.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -357553.187500 Penalty: 3996.144775
	Iteration 2F: 3 clusters Score -357553.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -357651.031250 Penalty: 3996.144775
	Iteration 3Q: 3 clusters Score -357651 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -357702.968750 Penalty: 3996.144775
	Iteration 4Q: 3 clusters Score -357703 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -357733.312500 Penalty: 3996.144775
	Iteration 5Q: 3 clusters Score -357733.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -357756.250000 Penalty: 3996.144775
	Iteration 6Q: 3 clusters Score -357756.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -357772.312500 Penalty: 3996.144775
	Iteration 7Q: 3 clusters Score -357772.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -357787.218750 Penalty: 3996.144775
	Iteration 8Q: 3 clusters Score -357787.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -357801.093750 Penalty: 3996.144775
	Iteration 9Q: 3 clusters Score -357801.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -357812.250000 Penalty: 3996.144775
	Iteration 10Q: 3 clusters Score -357812.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -357825.968750 Penalty: 3996.144775
	Iteration 11Q: 3 clusters Score -357826 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -357842.968750 Penalty: 3996.144775
	Iteration 12Q: 3 clusters Score -357843 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -357864.437500 Penalty: 3996.144775
	Iteration 13Q: 3 clusters Score -357864.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -357883.781250 Penalty: 3996.144775
	Iteration 14Q: 3 clusters Score -357883.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -357901.000000 Penalty: 3996.144775
	Iteration 15Q: 3 clusters Score -357901 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -357913.500000 Penalty: 3996.144775
	Iteration 16Q: 3 clusters Score -357913.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -357925.687500 Penalty: 3996.144775
	Iteration 17Q: 3 clusters Score -357925.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -357939.281250 Penalty: 3996.144775
	Iteration 18Q: 3 clusters Score -357939.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -357955.750000 Penalty: 3996.144775
	Iteration 19Q: 3 clusters Score -357955.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -357968.375000 Penalty: 3996.144775
	Iteration 20F: 3 clusters Score -357968.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -357982.562500 Penalty: 3996.144775
	Iteration 21Q: 3 clusters Score -357982.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -357995.406250 Penalty: 3996.144775
	Iteration 22Q: 3 clusters Score -357995.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -358009.437500 Penalty: 3996.144775
	Iteration 23Q: 3 clusters Score -358009.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -358021.281250 Penalty: 3996.144775
	Iteration 24Q: 3 clusters Score -358021.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -358037.906250 Penalty: 3996.144775
	Iteration 25Q: 3 clusters Score -358037.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -358052.562500 Penalty: 3996.144775
	Iteration 26Q: 3 clusters Score -358052.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -358070.625000 Penalty: 3996.144775
	Iteration 27Q: 3 clusters Score -358070.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -358086.562500 Penalty: 3996.144775
	Iteration 28Q: 3 clusters Score -358086.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -358100.406250 Penalty: 3996.144775
	Iteration 29Q: 3 clusters Score -358100.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -358122.281250 Penalty: 3996.144775
	Iteration 30Q: 3 clusters Score -358122.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -358146.343750 Penalty: 3996.144775
	Iteration 31Q: 3 clusters Score -358146.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -358162.562500 Penalty: 3996.144775
	Iteration 32Q: 3 clusters Score -358162.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -358180.031250 Penalty: 3996.144775
	Iteration 33Q: 3 clusters Score -358180 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -358193.156250 Penalty: 3996.144775
	Iteration 34Q: 3 clusters Score -358193.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -358200.468750 Penalty: 3996.144775
	Iteration 35Q: 3 clusters Score -358200.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -358211.156250 Penalty: 3996.144775
	Iteration 36Q: 3 clusters Score -358211.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -358219.406250 Penalty: 3996.144775
	Iteration 37Q: 3 clusters Score -358219.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -358226.531250 Penalty: 3996.144775
	Iteration 38Q: 3 clusters Score -358226.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -358233.656250 Penalty: 3996.144775
	Iteration 39Q: 3 clusters Score -358233.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -358241.562500 Penalty: 3996.144775
	Iteration 40F: 3 clusters Score -358241.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -358251.812500 Penalty: 3996.144775
	Iteration 41Q: 3 clusters Score -358251.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -358259.375000 Penalty: 3996.144775
	Iteration 42Q: 3 clusters Score -358259.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -358267.468750 Penalty: 3996.144775
	Iteration 43Q: 3 clusters Score -358267.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -358278.812500 Penalty: 3996.144775
	Iteration 44Q: 3 clusters Score -358278.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -358301.468750 Penalty: 3996.144775
	Iteration 45Q: 3 clusters Score -358301.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -358325.625000 Penalty: 3996.144775
	Iteration 46Q: 3 clusters Score -358325.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -358345.750000 Penalty: 3996.144775
	Iteration 47Q: 3 clusters Score -358345.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -358367.125000 Penalty: 3996.144775
	Iteration 48Q: 3 clusters Score -358367.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -358379.812500 Penalty: 3996.144775
	Iteration 49Q: 3 clusters Score -358379.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -358394.875000 Penalty: 3996.144775
	Iteration 50Q: 3 clusters Score -358394.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -358405.062500 Penalty: 3996.144775
	Iteration 51Q: 3 clusters Score -358405.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -358410.875000 Penalty: 3996.144775
	Iteration 52Q: 3 clusters Score -358410.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -358417.000000 Penalty: 3996.144775
	Iteration 53Q: 3 clusters Score -358417 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -358423.812500 Penalty: 3996.144775
	Iteration 54Q: 3 clusters Score -358423.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -358427.218750 Penalty: 3996.144775
	Iteration 55Q: 3 clusters Score -358427.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -358432.656250 Penalty: 3996.144775
	Iteration 56Q: 3 clusters Score -358432.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -358438.468750 Penalty: 3996.144775
	Iteration 57Q: 3 clusters Score -358438.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -358443.781250 Penalty: 3996.144775
	Iteration 58Q: 3 clusters Score -358443.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -358448.656250 Penalty: 3996.144775
	Iteration 59Q: 3 clusters Score -358448.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -358452.843750 Penalty: 3996.144775
	Iteration 60F: 3 clusters Score -358452.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -358453.093750 Penalty: 3996.144775
	Iteration 61Q: 3 clusters Score -358453.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -358453.093750 Penalty: 3996.144775
	Iteration 62F: 3 clusters Score -358453.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (4059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Entering Unmasked Estep 
Score: -484017.562500 Penalty: 2060.555664
	Iteration 0F: 2 clusters Score -484017.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -480047.968750 Penalty: 4121.111328
	Iteration 0F: 3 clusters Score -480048 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -480951.656250 Penalty: 4121.111328
	Iteration 1F: 3 clusters Score -480951.7 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -481115.375000 Penalty: 4121.111328
	Iteration 2F: 3 clusters Score -481115.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -481218.718750 Penalty: 4121.111328
	Iteration 3Q: 3 clusters Score -481218.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -481279.781250 Penalty: 4121.111328
	Iteration 4Q: 3 clusters Score -481279.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -481317.281250 Penalty: 4121.111328
	Iteration 5Q: 3 clusters Score -481317.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -481345.500000 Penalty: 4121.111328
	Iteration 6Q: 3 clusters Score -481345.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -481370.218750 Penalty: 4121.111328
	Iteration 7Q: 3 clusters Score -481370.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -481384.687500 Penalty: 4121.111328
	Iteration 8Q: 3 clusters Score -481384.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -481396.375000 Penalty: 4121.111328
	Iteration 9Q: 3 clusters Score -481396.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -481407.406250 Penalty: 4121.111328
	Iteration 10Q: 3 clusters Score -481407.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -481419.468750 Penalty: 4121.111328
	Iteration 11Q: 3 clusters Score -481419.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -481426.125000 Penalty: 4121.111328
	Iteration 12Q: 3 clusters Score -481426.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -481434.875000 Penalty: 4121.111328
	Iteration 13Q: 3 clusters Score -481434.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -481443.062500 Penalty: 4121.111328
	Iteration 14Q: 3 clusters Score -481443.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -481454.562500 Penalty: 4121.111328
	Iteration 15Q: 3 clusters Score -481454.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -481463.906250 Penalty: 4121.111328
	Iteration 16Q: 3 clusters Score -481463.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -481469.906250 Penalty: 4121.111328
	Iteration 17Q: 3 clusters Score -481469.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -481478.093750 Penalty: 4121.111328
	Iteration 18Q: 3 clusters Score -481478.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -481487.062500 Penalty: 4121.111328
	Iteration 19Q: 3 clusters Score -481487.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -481495.531250 Penalty: 4121.111328
	Iteration 20F: 3 clusters Score -481495.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -481502.687500 Penalty: 4121.111328
	Iteration 21Q: 3 clusters Score -481502.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -481508.468750 Penalty: 4121.111328
	Iteration 22Q: 3 clusters Score -481508.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -481516.781250 Penalty: 4121.111328
	Iteration 23Q: 3 clusters Score -481516.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -481523.687500 Penalty: 4121.111328
	Iteration 24Q: 3 clusters Score -481523.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -481531.718750 Penalty: 4121.111328
	Iteration 25Q: 3 clusters Score -481531.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -481541.281250 Penalty: 4121.111328
	Iteration 26Q: 3 clusters Score -481541.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -481553.062500 Penalty: 4121.111328
	Iteration 27Q: 3 clusters Score -481553.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -481564.656250 Penalty: 4121.111328
	Iteration 28Q: 3 clusters Score -481564.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -481575.750000 Penalty: 4121.111328
	Iteration 29Q: 3 clusters Score -481575.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -481583.000000 Penalty: 4121.111328
	Iteration 30Q: 3 clusters Score -481583 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -481594.187500 Penalty: 4121.111328
	Iteration 31Q: 3 clusters Score -481594.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -481604.000000 Penalty: 4121.111328
	Iteration 32Q: 3 clusters Score -481604 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -481617.687500 Penalty: 4121.111328
	Iteration 33Q: 3 clusters Score -481617.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -481631.062500 Penalty: 4121.111328
	Iteration 34Q: 3 clusters Score -481631.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -481641.687500 Penalty: 4121.111328
	Iteration 35Q: 3 clusters Score -481641.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -481655.562500 Penalty: 4121.111328
	Iteration 36Q: 3 clusters Score -481655.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -481666.718750 Penalty: 4121.111328
	Iteration 37Q: 3 clusters Score -481666.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -481675.968750 Penalty: 4121.111328
	Iteration 38Q: 3 clusters Score -481676 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -481681.843750 Penalty: 4121.111328
	Iteration 39Q: 3 clusters Score -481681.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -481687.156250 Penalty: 4121.111328
	Iteration 40F: 3 clusters Score -481687.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -481692.406250 Penalty: 4121.111328
	Iteration 41Q: 3 clusters Score -481692.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -481698.593750 Penalty: 4121.111328
	Iteration 42Q: 3 clusters Score -481698.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -481704.437500 Penalty: 4121.111328
	Iteration 43Q: 3 clusters Score -481704.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -481710.875000 Penalty: 4121.111328
	Iteration 44Q: 3 clusters Score -481710.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -481716.125000 Penalty: 4121.111328
	Iteration 45Q: 3 clusters Score -481716.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -481722.781250 Penalty: 4121.111328
	Iteration 46Q: 3 clusters Score -481722.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -481728.718750 Penalty: 4121.111328
	Iteration 47Q: 3 clusters Score -481728.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -481739.687500 Penalty: 4121.111328
	Iteration 48Q: 3 clusters Score -481739.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -481746.093750 Penalty: 4121.111328
	Iteration 49Q: 3 clusters Score -481746.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -481751.375000 Penalty: 4121.111328
	Iteration 50Q: 3 clusters Score -481751.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -481760.031250 Penalty: 4121.111328
	Iteration 51Q: 3 clusters Score -481760 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -481769.562500 Penalty: 4121.111328
	Iteration 52Q: 3 clusters Score -481769.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -481779.687500 Penalty: 4121.111328
	Iteration 53Q: 3 clusters Score -481779.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -481791.375000 Penalty: 4121.111328
	Iteration 54Q: 3 clusters Score -481791.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -481801.593750 Penalty: 4121.111328
	Iteration 55Q: 3 clusters Score -481801.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -481808.187500 Penalty: 4121.111328
	Iteration 56Q: 3 clusters Score -481808.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -481814.812500 Penalty: 4121.111328
	Iteration 57Q: 3 clusters Score -481814.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -481825.937500 Penalty: 4121.111328
	Iteration 58Q: 3 clusters Score -481825.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -481839.781250 Penalty: 4121.111328
	Iteration 59Q: 3 clusters Score -481839.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -481851.781250 Penalty: 4121.111328
	Iteration 60F: 3 clusters Score -481851.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -481866.031250 Penalty: 4121.111328
	Iteration 61Q: 3 clusters Score -481866 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -481885.125000 Penalty: 4121.111328
	Iteration 62Q: 3 clusters Score -481885.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -481903.343750 Penalty: 4121.111328
	Iteration 63Q: 3 clusters Score -481903.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -481918.968750 Penalty: 4121.111328
	Iteration 64Q: 3 clusters Score -481919 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -481932.718750 Penalty: 4121.111328
	Iteration 65Q: 3 clusters Score -481932.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -481945.375000 Penalty: 4121.111328
	Iteration 66Q: 3 clusters Score -481945.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -481952.656250 Penalty: 4121.111328
	Iteration 67Q: 3 clusters Score -481952.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -481957.906250 Penalty: 4121.111328
	Iteration 68Q: 3 clusters Score -481957.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -481961.437500 Penalty: 4121.111328
	Iteration 69Q: 3 clusters Score -481961.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -481963.781250 Penalty: 4121.111328
	Iteration 70Q: 3 clusters Score -481963.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -481966.593750 Penalty: 4121.111328
	Iteration 71Q: 3 clusters Score -481966.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -481968.750000 Penalty: 4121.111328
	Iteration 72Q: 3 clusters Score -481968.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -481971.093750 Penalty: 4121.111328
	Iteration 73Q: 3 clusters Score -481971.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -481975.656250 Penalty: 4121.111328
	Iteration 74Q: 3 clusters Score -481975.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -481981.031250 Penalty: 4121.111328
	Iteration 75Q: 3 clusters Score -481981 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -481989.750000 Penalty: 4121.111328
	Iteration 76Q: 3 clusters Score -481989.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -481997.125000 Penalty: 4121.111328
	Iteration 77Q: 3 clusters Score -481997.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -482006.593750 Penalty: 4121.111328
	Iteration 78Q: 3 clusters Score -482006.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -482011.687500 Penalty: 4121.111328
	Iteration 79Q: 3 clusters Score -482011.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -482015.468750 Penalty: 4121.111328
	Iteration 80F: 3 clusters Score -482015.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -482022.562500 Penalty: 4121.111328
	Iteration 81Q: 3 clusters Score -482022.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -482026.218750 Penalty: 4121.111328
	Iteration 82Q: 3 clusters Score -482026.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -482027.312500 Penalty: 4121.111328
	Iteration 83Q: 3 clusters Score -482027.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -482028.812500 Penalty: 4121.111328
	Iteration 84Q: 3 clusters Score -482028.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -482031.312500 Penalty: 4121.111328
	Iteration 85Q: 3 clusters Score -482031.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -482033.437500 Penalty: 4121.111328
	Iteration 86Q: 3 clusters Score -482033.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -482034.343750 Penalty: 4121.111328
	Iteration 87Q: 3 clusters Score -482034.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -482035.593750 Penalty: 4121.111328
	Iteration 88Q: 3 clusters Score -482035.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -482038.906250 Penalty: 4121.111328
	Iteration 89Q: 3 clusters Score -482038.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -482039.656250 Penalty: 4121.111328
	Iteration 90Q: 3 clusters Score -482039.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -482041.968750 Penalty: 4121.111328
	Iteration 91Q: 3 clusters Score -482042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -482044.968750 Penalty: 4121.111328
	Iteration 92Q: 3 clusters Score -482045 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -482045.062500 Penalty: 4121.111328
	Iteration 93Q: 3 clusters Score -482045.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -482045.062500 Penalty: 4121.111328
	Iteration 94F: 3 clusters Score -482045.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (15602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15602 members 
Entering Unmasked Estep 
Score: -1872024.625000 Penalty: 2394.478271
	Iteration 0F: 2 clusters Score -1872025 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -1860748.750000 Penalty: 4788.956543
	Iteration 0F: 3 clusters Score -1860749 nChanged 6738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -1864394.625000 Penalty: 4788.956543
	Iteration 1F: 3 clusters Score -1864395 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -1864709.500000 Penalty: 4788.956543
	Iteration 2F: 3 clusters Score -1864710 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -1864933.000000 Penalty: 4788.956543
	Iteration 3Q: 3 clusters Score -1864933 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -1865098.750000 Penalty: 4788.956543
	Iteration 4Q: 3 clusters Score -1865099 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -1865258.250000 Penalty: 4788.956543
	Iteration 5Q: 3 clusters Score -1865258 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -1865426.125000 Penalty: 4788.956543
	Iteration 6Q: 3 clusters Score -1865426 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -1865619.000000 Penalty: 4788.956543
	Iteration 7Q: 3 clusters Score -1865619 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -1865814.250000 Penalty: 4788.956543
	Iteration 8Q: 3 clusters Score -1865814 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -1865993.000000 Penalty: 4788.956543
	Iteration 9Q: 3 clusters Score -1865993 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -1866158.500000 Penalty: 4788.956543
	Iteration 10Q: 3 clusters Score -1866158 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -1866338.625000 Penalty: 4788.956543
	Iteration 11Q: 3 clusters Score -1866339 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -1866538.125000 Penalty: 4788.956543
	Iteration 12Q: 3 clusters Score -1866538 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -1866761.375000 Penalty: 4788.956543
	Iteration 13Q: 3 clusters Score -1866761 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -1867007.625000 Penalty: 4788.956543
	Iteration 14Q: 3 clusters Score -1867008 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -1867228.250000 Penalty: 4788.956543
	Iteration 15Q: 3 clusters Score -1867228 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -1867451.000000 Penalty: 4788.956543
	Iteration 16Q: 3 clusters Score -1867451 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1867662.500000 Penalty: 4788.956543
	Iteration 17Q: 3 clusters Score -1867662 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -1867879.750000 Penalty: 4788.956543
	Iteration 18Q: 3 clusters Score -1867880 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -1868106.875000 Penalty: 4788.956543
	Iteration 19Q: 3 clusters Score -1868107 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11951 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -1868343.375000 Penalty: 4788.956543
	Iteration 20F: 3 clusters Score -1868343 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -1868577.125000 Penalty: 4788.956543
	Iteration 21Q: 3 clusters Score -1868577 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12821 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -1868816.125000 Penalty: 4788.956543
	Iteration 22Q: 3 clusters Score -1868816 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13232 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -1869057.500000 Penalty: 4788.956543
	Iteration 23Q: 3 clusters Score -1869058 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13576 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -1869259.250000 Penalty: 4788.956543
	Iteration 24Q: 3 clusters Score -1869259 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13836 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1869404.375000 Penalty: 4788.956543
	Iteration 25Q: 3 clusters Score -1869404 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14028 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1869510.250000 Penalty: 4788.956543
	Iteration 26Q: 3 clusters Score -1869510 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14189 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -1869589.000000 Penalty: 4788.956543
	Iteration 27Q: 3 clusters Score -1869589 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14323 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1869673.125000 Penalty: 4788.956543
	Iteration 28Q: 3 clusters Score -1869673 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14427 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1869723.500000 Penalty: 4788.956543
	Iteration 29Q: 3 clusters Score -1869724 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14522 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1869781.750000 Penalty: 4788.956543
	Iteration 30Q: 3 clusters Score -1869782 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14604 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1869833.000000 Penalty: 4788.956543
	Iteration 31Q: 3 clusters Score -1869833 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14654 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1869855.875000 Penalty: 4788.956543
	Iteration 32Q: 3 clusters Score -1869856 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14700 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1869878.750000 Penalty: 4788.956543
	Iteration 33Q: 3 clusters Score -1869879 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14742 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1869904.375000 Penalty: 4788.956543
	Iteration 34Q: 3 clusters Score -1869904 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14778 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1869923.000000 Penalty: 4788.956543
	Iteration 35Q: 3 clusters Score -1869923 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14806 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1869942.250000 Penalty: 4788.956543
	Iteration 36Q: 3 clusters Score -1869942 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14827 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1869955.250000 Penalty: 4788.956543
	Iteration 37Q: 3 clusters Score -1869955 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14846 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1869966.625000 Penalty: 4788.956543
	Iteration 38Q: 3 clusters Score -1869967 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14869 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1869981.750000 Penalty: 4788.956543
	Iteration 39Q: 3 clusters Score -1869982 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14887 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1869991.625000 Penalty: 4788.956543
	Iteration 40F: 3 clusters Score -1869992 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14898 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1869997.750000 Penalty: 4788.956543
	Iteration 41Q: 3 clusters Score -1869998 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14904 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1870001.250000 Penalty: 4788.956543
	Iteration 42Q: 3 clusters Score -1870001 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14904 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1870004.250000 Penalty: 4788.956543
	Iteration 43Q: 3 clusters Score -1870004 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14909 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1870006.125000 Penalty: 4788.956543
	Iteration 44Q: 3 clusters Score -1870006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14910 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1870004.875000 Penalty: 4788.956543
	Iteration 45Q: 3 clusters Score -1870005 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14911 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1870006.500000 Penalty: 4788.956543
	Iteration 46Q: 3 clusters Score -1870006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14912 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1870007.125000 Penalty: 4788.956543
	Iteration 47Q: 3 clusters Score -1870007 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14913 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1870008.125000 Penalty: 4788.956543
	Iteration 48Q: 3 clusters Score -1870008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14914 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1870007.500000 Penalty: 4788.956543
	Iteration 49Q: 3 clusters Score -1870008 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14914 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1870007.500000 Penalty: 4788.956543
	Iteration 50F: 3 clusters Score -1870008 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (8851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Entering Unmasked Estep 
Score: -928702.750000 Penalty: 2253.894775
	Iteration 0F: 2 clusters Score -928702.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -921780.125000 Penalty: 4507.789551
	Iteration 0F: 3 clusters Score -921780.1 nChanged 3663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -923689.687500 Penalty: 4507.789551
	Iteration 1F: 3 clusters Score -923689.7 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -924014.062500 Penalty: 4507.789551
	Iteration 2F: 3 clusters Score -924014.1 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -924256.687500 Penalty: 4507.789551
	Iteration 3F: 3 clusters Score -924256.7 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -924427.375000 Penalty: 4507.789551
	Iteration 4Q: 3 clusters Score -924427.4 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -924571.687500 Penalty: 4507.789551
	Iteration 5Q: 3 clusters Score -924571.7 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -924704.437500 Penalty: 4507.789551
	Iteration 6Q: 3 clusters Score -924704.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -924826.687500 Penalty: 4507.789551
	Iteration 7Q: 3 clusters Score -924826.7 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -924948.125000 Penalty: 4507.789551
	Iteration 8Q: 3 clusters Score -924948.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -925066.375000 Penalty: 4507.789551
	Iteration 9Q: 3 clusters Score -925066.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -925183.187500 Penalty: 4507.789551
	Iteration 10Q: 3 clusters Score -925183.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -925283.875000 Penalty: 4507.789551
	Iteration 11Q: 3 clusters Score -925283.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -925366.875000 Penalty: 4507.789551
	Iteration 12Q: 3 clusters Score -925366.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -925457.750000 Penalty: 4507.789551
	Iteration 13Q: 3 clusters Score -925457.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -925527.937500 Penalty: 4507.789551
	Iteration 14Q: 3 clusters Score -925527.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -925593.500000 Penalty: 4507.789551
	Iteration 15Q: 3 clusters Score -925593.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -925666.750000 Penalty: 4507.789551
	Iteration 16Q: 3 clusters Score -925666.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -925736.437500 Penalty: 4507.789551
	Iteration 17Q: 3 clusters Score -925736.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -925796.687500 Penalty: 4507.789551
	Iteration 18Q: 3 clusters Score -925796.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -925860.187500 Penalty: 4507.789551
	Iteration 19Q: 3 clusters Score -925860.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -925920.562500 Penalty: 4507.789551
	Iteration 20F: 3 clusters Score -925920.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -925977.437500 Penalty: 4507.789551
	Iteration 21Q: 3 clusters Score -925977.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -926024.875000 Penalty: 4507.789551
	Iteration 22Q: 3 clusters Score -926024.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -926065.875000 Penalty: 4507.789551
	Iteration 23Q: 3 clusters Score -926065.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -926095.125000 Penalty: 4507.789551
	Iteration 24Q: 3 clusters Score -926095.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -926125.875000 Penalty: 4507.789551
	Iteration 25Q: 3 clusters Score -926125.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -926159.375000 Penalty: 4507.789551
	Iteration 26Q: 3 clusters Score -926159.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -926188.062500 Penalty: 4507.789551
	Iteration 27Q: 3 clusters Score -926188.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -926218.312500 Penalty: 4507.789551
	Iteration 28Q: 3 clusters Score -926218.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -926243.625000 Penalty: 4507.789551
	Iteration 29Q: 3 clusters Score -926243.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -926269.187500 Penalty: 4507.789551
	Iteration 30Q: 3 clusters Score -926269.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -926288.312500 Penalty: 4507.789551
	Iteration 31Q: 3 clusters Score -926288.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -926305.937500 Penalty: 4507.789551
	Iteration 32Q: 3 clusters Score -926305.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -926322.437500 Penalty: 4507.789551
	Iteration 33Q: 3 clusters Score -926322.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -926340.687500 Penalty: 4507.789551
	Iteration 34Q: 3 clusters Score -926340.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -926357.625000 Penalty: 4507.789551
	Iteration 35Q: 3 clusters Score -926357.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -926373.250000 Penalty: 4507.789551
	Iteration 36Q: 3 clusters Score -926373.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -926386.687500 Penalty: 4507.789551
	Iteration 37Q: 3 clusters Score -926386.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -926400.312500 Penalty: 4507.789551
	Iteration 38Q: 3 clusters Score -926400.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -926412.875000 Penalty: 4507.789551
	Iteration 39Q: 3 clusters Score -926412.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -926424.562500 Penalty: 4507.789551
	Iteration 40F: 3 clusters Score -926424.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -926434.250000 Penalty: 4507.789551
	Iteration 41Q: 3 clusters Score -926434.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -926442.000000 Penalty: 4507.789551
	Iteration 42Q: 3 clusters Score -926442 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -926451.062500 Penalty: 4507.789551
	Iteration 43Q: 3 clusters Score -926451.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -926462.312500 Penalty: 4507.789551
	Iteration 44Q: 3 clusters Score -926462.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -926467.437500 Penalty: 4507.789551
	Iteration 45Q: 3 clusters Score -926467.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -926476.562500 Penalty: 4507.789551
	Iteration 46Q: 3 clusters Score -926476.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -926489.812500 Penalty: 4507.789551
	Iteration 47Q: 3 clusters Score -926489.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -926495.000000 Penalty: 4507.789551
	Iteration 48Q: 3 clusters Score -926495 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -926499.687500 Penalty: 4507.789551
	Iteration 49Q: 3 clusters Score -926499.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -926506.375000 Penalty: 4507.789551
	Iteration 50Q: 3 clusters Score -926506.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -926513.375000 Penalty: 4507.789551
	Iteration 51Q: 3 clusters Score -926513.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -926519.250000 Penalty: 4507.789551
	Iteration 52Q: 3 clusters Score -926519.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -926526.812500 Penalty: 4507.789551
	Iteration 53Q: 3 clusters Score -926526.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -926529.375000 Penalty: 4507.789551
	Iteration 54Q: 3 clusters Score -926529.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -926532.500000 Penalty: 4507.789551
	Iteration 55Q: 3 clusters Score -926532.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -926535.187500 Penalty: 4507.789551
	Iteration 56Q: 3 clusters Score -926535.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -926538.062500 Penalty: 4507.789551
	Iteration 57Q: 3 clusters Score -926538.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -926537.750000 Penalty: 4507.789551
	Iteration 58Q: 3 clusters Score -926537.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -926540.062500 Penalty: 4507.789551
	Iteration 59Q: 3 clusters Score -926540.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -926544.125000 Penalty: 4507.789551
	Iteration 60F: 3 clusters Score -926544.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -926550.937500 Penalty: 4507.789551
	Iteration 61Q: 3 clusters Score -926550.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -926555.875000 Penalty: 4507.789551
	Iteration 62Q: 3 clusters Score -926555.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -926560.625000 Penalty: 4507.789551
	Iteration 63Q: 3 clusters Score -926560.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -926565.187500 Penalty: 4507.789551
	Iteration 64Q: 3 clusters Score -926565.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -926567.687500 Penalty: 4507.789551
	Iteration 65Q: 3 clusters Score -926567.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -926565.937500 Penalty: 4507.789551
	Iteration 66Q: 3 clusters Score -926565.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -926569.625000 Penalty: 4507.789551
	Iteration 67Q: 3 clusters Score -926569.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -926570.437500 Penalty: 4507.789551
	Iteration 68Q: 3 clusters Score -926570.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -926575.062500 Penalty: 4507.789551
	Iteration 69Q: 3 clusters Score -926575.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -926575.000000 Penalty: 4507.789551
	Iteration 70Q: 3 clusters Score -926575 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -926577.312500 Penalty: 4507.789551
	Iteration 71Q: 3 clusters Score -926577.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -926576.750000 Penalty: 4507.789551
	Iteration 72Q: 3 clusters Score -926576.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -926579.875000 Penalty: 4507.789551
	Iteration 73Q: 3 clusters Score -926579.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -926580.125000 Penalty: 4507.789551
	Iteration 74Q: 3 clusters Score -926580.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -926583.375000 Penalty: 4507.789551
	Iteration 75Q: 3 clusters Score -926583.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -926585.437500 Penalty: 4507.789551
	Iteration 76Q: 3 clusters Score -926585.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -926585.750000 Penalty: 4507.789551
	Iteration 77Q: 3 clusters Score -926585.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -926585.812500 Penalty: 4507.789551
	Iteration 78Q: 3 clusters Score -926585.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -926587.062500 Penalty: 4507.789551
	Iteration 79Q: 3 clusters Score -926587.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -926593.437500 Penalty: 4507.789551
	Iteration 80F: 3 clusters Score -926593.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -926594.375000 Penalty: 4507.789551
	Iteration 81Q: 3 clusters Score -926594.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -926597.000000 Penalty: 4507.789551
	Iteration 82Q: 3 clusters Score -926597 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -926602.562500 Penalty: 4507.789551
	Iteration 83Q: 3 clusters Score -926602.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -926607.875000 Penalty: 4507.789551
	Iteration 84Q: 3 clusters Score -926607.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -926609.375000 Penalty: 4507.789551
	Iteration 85Q: 3 clusters Score -926609.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -926609.750000 Penalty: 4507.789551
	Iteration 86Q: 3 clusters Score -926609.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -926613.812500 Penalty: 4507.789551
	Iteration 87Q: 3 clusters Score -926613.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -926622.000000 Penalty: 4507.789551
	Iteration 88Q: 3 clusters Score -926622 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -926624.437500 Penalty: 4507.789551
	Iteration 89Q: 3 clusters Score -926624.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -926626.500000 Penalty: 4507.789551
	Iteration 90Q: 3 clusters Score -926626.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -926629.250000 Penalty: 4507.789551
	Iteration 91Q: 3 clusters Score -926629.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -926630.812500 Penalty: 4507.789551
	Iteration 92Q: 3 clusters Score -926630.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -926632.750000 Penalty: 4507.789551
	Iteration 93Q: 3 clusters Score -926632.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -926634.687500 Penalty: 4507.789551
	Iteration 94Q: 3 clusters Score -926634.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -926635.687500 Penalty: 4507.789551
	Iteration 95Q: 3 clusters Score -926635.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -926638.625000 Penalty: 4507.789551
	Iteration 96Q: 3 clusters Score -926638.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -926641.875000 Penalty: 4507.789551
	Iteration 97Q: 3 clusters Score -926641.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -926647.500000 Penalty: 4507.789551
	Iteration 98Q: 3 clusters Score -926647.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -926648.750000 Penalty: 4507.789551
	Iteration 99Q: 3 clusters Score -926648.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -926652.125000 Penalty: 4507.789551
	Iteration 100F: 3 clusters Score -926652.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -926658.750000 Penalty: 4507.789551
	Iteration 101Q: 3 clusters Score -926658.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -926666.687500 Penalty: 4507.789551
	Iteration 102Q: 3 clusters Score -926666.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -926675.437500 Penalty: 4507.789551
	Iteration 103Q: 3 clusters Score -926675.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -926679.187500 Penalty: 4507.789551
	Iteration 104Q: 3 clusters Score -926679.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -926689.187500 Penalty: 4507.789551
	Iteration 105Q: 3 clusters Score -926689.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -926700.812500 Penalty: 4507.789551
	Iteration 106Q: 3 clusters Score -926700.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -926712.187500 Penalty: 4507.789551
	Iteration 107Q: 3 clusters Score -926712.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -926730.187500 Penalty: 4507.789551
	Iteration 108Q: 3 clusters Score -926730.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -926741.062500 Penalty: 4507.789551
	Iteration 109Q: 3 clusters Score -926741.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -926752.125000 Penalty: 4507.789551
	Iteration 110Q: 3 clusters Score -926752.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -926768.875000 Penalty: 4507.789551
	Iteration 111Q: 3 clusters Score -926768.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -926787.625000 Penalty: 4507.789551
	Iteration 112Q: 3 clusters Score -926787.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -926816.250000 Penalty: 4507.789551
	Iteration 113Q: 3 clusters Score -926816.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -926838.250000 Penalty: 4507.789551
	Iteration 114Q: 3 clusters Score -926838.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -926859.812500 Penalty: 4507.789551
	Iteration 115Q: 3 clusters Score -926859.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -926879.187500 Penalty: 4507.789551
	Iteration 116Q: 3 clusters Score -926879.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -926893.000000 Penalty: 4507.789551
	Iteration 117Q: 3 clusters Score -926893 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -926910.687500 Penalty: 4507.789551
	Iteration 118Q: 3 clusters Score -926910.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -926919.312500 Penalty: 4507.789551
	Iteration 119Q: 3 clusters Score -926919.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -926925.875000 Penalty: 4507.789551
	Iteration 120F: 3 clusters Score -926925.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -926930.062500 Penalty: 4507.789551
	Iteration 121Q: 3 clusters Score -926930.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -926934.500000 Penalty: 4507.789551
	Iteration 122Q: 3 clusters Score -926934.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -926937.437500 Penalty: 4507.789551
	Iteration 123Q: 3 clusters Score -926937.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -926938.812500 Penalty: 4507.789551
	Iteration 124Q: 3 clusters Score -926938.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -926941.437500 Penalty: 4507.789551
	Iteration 125Q: 3 clusters Score -926941.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -926942.500000 Penalty: 4507.789551
	Iteration 126Q: 3 clusters Score -926942.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -926943.625000 Penalty: 4507.789551
	Iteration 127Q: 3 clusters Score -926943.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -926944.375000 Penalty: 4507.789551
	Iteration 128Q: 3 clusters Score -926944.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -926945.875000 Penalty: 4507.789551
	Iteration 129Q: 3 clusters Score -926945.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -926946.500000 Penalty: 4507.789551
	Iteration 130Q: 3 clusters Score -926946.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -926946.500000 Penalty: 4507.789551
	Iteration 131F: 3 clusters Score -926946.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (8934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Entering Unmasked Estep 
Score: -1007996.312500 Penalty: 2256.209473
	Iteration 0F: 2 clusters Score -1007996 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -1000990.625000 Penalty: 4512.418945
	Iteration 0F: 3 clusters Score -1000991 nChanged 3617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -1002950.187500 Penalty: 4512.418945
	Iteration 1F: 3 clusters Score -1002950 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -1003316.375000 Penalty: 4512.418945
	Iteration 2F: 3 clusters Score -1003316 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -1003591.125000 Penalty: 4512.418945
	Iteration 3F: 3 clusters Score -1003591 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -1003812.562500 Penalty: 4512.418945
	Iteration 4F: 3 clusters Score -1003813 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -1003982.250000 Penalty: 4512.418945
	Iteration 5Q: 3 clusters Score -1003982 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -1004145.875000 Penalty: 4512.418945
	Iteration 6Q: 3 clusters Score -1004146 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -1004336.500000 Penalty: 4512.418945
	Iteration 7Q: 3 clusters Score -1004336 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -1004542.687500 Penalty: 4512.418945
	Iteration 8Q: 3 clusters Score -1004543 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -1004779.125000 Penalty: 4512.418945
	Iteration 9Q: 3 clusters Score -1004779 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -1005029.062500 Penalty: 4512.418945
	Iteration 10Q: 3 clusters Score -1005029 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -1005245.625000 Penalty: 4512.418945
	Iteration 11Q: 3 clusters Score -1005246 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -1005439.750000 Penalty: 4512.418945
	Iteration 12Q: 3 clusters Score -1005440 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -1005603.312500 Penalty: 4512.418945
	Iteration 13Q: 3 clusters Score -1005603 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -1005730.625000 Penalty: 4512.418945
	Iteration 14Q: 3 clusters Score -1005731 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -1005838.500000 Penalty: 4512.418945
	Iteration 15Q: 3 clusters Score -1005838 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -1005915.687500 Penalty: 4512.418945
	Iteration 16Q: 3 clusters Score -1005916 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -1005972.812500 Penalty: 4512.418945
	Iteration 17Q: 3 clusters Score -1005973 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -1006018.750000 Penalty: 4512.418945
	Iteration 18Q: 3 clusters Score -1006019 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -1006051.562500 Penalty: 4512.418945
	Iteration 19Q: 3 clusters Score -1006052 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -1006075.125000 Penalty: 4512.418945
	Iteration 20F: 3 clusters Score -1006075 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -1006099.125000 Penalty: 4512.418945
	Iteration 21Q: 3 clusters Score -1006099 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -1006111.437500 Penalty: 4512.418945
	Iteration 22Q: 3 clusters Score -1006111 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -1006125.750000 Penalty: 4512.418945
	Iteration 23Q: 3 clusters Score -1006126 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -1006140.562500 Penalty: 4512.418945
	Iteration 24Q: 3 clusters Score -1006141 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -1006153.687500 Penalty: 4512.418945
	Iteration 25Q: 3 clusters Score -1006154 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -1006162.125000 Penalty: 4512.418945
	Iteration 26Q: 3 clusters Score -1006162 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -1006174.750000 Penalty: 4512.418945
	Iteration 27Q: 3 clusters Score -1006175 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -1006179.250000 Penalty: 4512.418945
	Iteration 28Q: 3 clusters Score -1006179 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -1006185.750000 Penalty: 4512.418945
	Iteration 29Q: 3 clusters Score -1006186 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -1006189.437500 Penalty: 4512.418945
	Iteration 30Q: 3 clusters Score -1006189 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -1006192.000000 Penalty: 4512.418945
	Iteration 31Q: 3 clusters Score -1006192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -1006192.937500 Penalty: 4512.418945
	Iteration 32Q: 3 clusters Score -1006193 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -1006195.187500 Penalty: 4512.418945
	Iteration 33Q: 3 clusters Score -1006195 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -1006196.187500 Penalty: 4512.418945
	Iteration 34Q: 3 clusters Score -1006196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -1006196.062500 Penalty: 4512.418945
	Iteration 35Q: 3 clusters Score -1006196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -1006198.062500 Penalty: 4512.418945
	Iteration 36Q: 3 clusters Score -1006198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -1006198.750000 Penalty: 4512.418945
	Iteration 37Q: 3 clusters Score -1006199 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -1006198.000000 Penalty: 4512.418945
	Iteration 38Q: 3 clusters Score -1006198 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -1006198.000000 Penalty: 4512.418945
	Iteration 39F: 3 clusters Score -1006198 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (26691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26691 members 
Entering Unmasked Estep 
Score: -3100706.000000 Penalty: 2527.636230
	Iteration 0F: 2 clusters Score -3100706 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13346 members 
Mstep: Class 2 contains 13345 members 
Entering Unmasked Estep 
Score: -3082437.000000 Penalty: 5055.272461
	Iteration 0F: 3 clusters Score -3082437 nChanged 11968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13262 members 
Mstep: Class 2 contains 13429 members 
Entering Unmasked Estep 
Score: -3088595.250000 Penalty: 5055.272461
	Iteration 1F: 3 clusters Score -3088595 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13253 members 
Mstep: Class 2 contains 13438 members 
Entering Unmasked Estep 
Score: -3089007.750000 Penalty: 5055.272461
	Iteration 2Q: 3 clusters Score -3089008 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 13469 members 
Entering Unmasked Estep 
Score: -3089373.500000 Penalty: 5055.272461
	Iteration 3Q: 3 clusters Score -3089374 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13138 members 
Mstep: Class 2 contains 13553 members 
Entering Unmasked Estep 
Score: -3089691.750000 Penalty: 5055.272461
	Iteration 4Q: 3 clusters Score -3089692 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13017 members 
Mstep: Class 2 contains 13674 members 
Entering Unmasked Estep 
Score: -3089993.750000 Penalty: 5055.272461
	Iteration 5Q: 3 clusters Score -3089994 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12831 members 
Mstep: Class 2 contains 13860 members 
Entering Unmasked Estep 
Score: -3090290.250000 Penalty: 5055.272461
	Iteration 6Q: 3 clusters Score -3090290 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12572 members 
Mstep: Class 2 contains 14119 members 
Entering Unmasked Estep 
Score: -3090562.250000 Penalty: 5055.272461
	Iteration 7Q: 3 clusters Score -3090562 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12254 members 
Mstep: Class 2 contains 14437 members 
Entering Unmasked Estep 
Score: -3090875.250000 Penalty: 5055.272461
	Iteration 8Q: 3 clusters Score -3090875 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 14840 members 
Entering Unmasked Estep 
Score: -3091197.000000 Penalty: 5055.272461
	Iteration 9Q: 3 clusters Score -3091197 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 15354 members 
Entering Unmasked Estep 
Score: -3091548.750000 Penalty: 5055.272461
	Iteration 10Q: 3 clusters Score -3091549 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 15925 members 
Entering Unmasked Estep 
Score: -3091927.000000 Penalty: 5055.272461
	Iteration 11Q: 3 clusters Score -3091927 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 16619 members 
Entering Unmasked Estep 
Score: -3092397.000000 Penalty: 5055.272461
	Iteration 12Q: 3 clusters Score -3092397 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 17375 members 
Entering Unmasked Estep 
Score: -3092923.250000 Penalty: 5055.272461
	Iteration 13Q: 3 clusters Score -3092923 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 18075 members 
Entering Unmasked Estep 
Score: -3093373.250000 Penalty: 5055.272461
	Iteration 14Q: 3 clusters Score -3093373 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 18718 members 
Entering Unmasked Estep 
Score: -3093763.000000 Penalty: 5055.272461
	Iteration 15Q: 3 clusters Score -3093763 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 19290 members 
Entering Unmasked Estep 
Score: -3094074.500000 Penalty: 5055.272461
	Iteration 16Q: 3 clusters Score -3094074 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 19860 members 
Entering Unmasked Estep 
Score: -3094359.500000 Penalty: 5055.272461
	Iteration 17Q: 3 clusters Score -3094360 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 20437 members 
Entering Unmasked Estep 
Score: -3094646.750000 Penalty: 5055.272461
	Iteration 18Q: 3 clusters Score -3094647 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 21084 members 
Entering Unmasked Estep 
Score: -3095017.250000 Penalty: 5055.272461
	Iteration 19Q: 3 clusters Score -3095017 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 21782 members 
Entering Unmasked Estep 
Score: -3095505.500000 Penalty: 5055.272461
	Iteration 20F: 3 clusters Score -3095506 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 22510 members 
Entering Unmasked Estep 
Score: -3096131.250000 Penalty: 5055.272461
	Iteration 21Q: 3 clusters Score -3096131 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 23149 members 
Entering Unmasked Estep 
Score: -3096896.000000 Penalty: 5055.272461
	Iteration 22Q: 3 clusters Score -3096896 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 23621 members 
Entering Unmasked Estep 
Score: -3097481.750000 Penalty: 5055.272461
	Iteration 23Q: 3 clusters Score -3097482 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 23952 members 
Entering Unmasked Estep 
Score: -3097892.250000 Penalty: 5055.272461
	Iteration 24Q: 3 clusters Score -3097892 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 24174 members 
Entering Unmasked Estep 
Score: -3098107.500000 Penalty: 5055.272461
	Iteration 25Q: 3 clusters Score -3098108 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 24348 members 
Entering Unmasked Estep 
Score: -3098256.000000 Penalty: 5055.272461
	Iteration 26Q: 3 clusters Score -3098256 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 24478 members 
Entering Unmasked Estep 
Score: -3098331.000000 Penalty: 5055.272461
	Iteration 27Q: 3 clusters Score -3098331 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 24572 members 
Entering Unmasked Estep 
Score: -3098378.500000 Penalty: 5055.272461
	Iteration 28Q: 3 clusters Score -3098378 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 24650 members 
Entering Unmasked Estep 
Score: -3098425.500000 Penalty: 5055.272461
	Iteration 29Q: 3 clusters Score -3098426 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 24725 members 
Entering Unmasked Estep 
Score: -3098460.000000 Penalty: 5055.272461
	Iteration 30Q: 3 clusters Score -3098460 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 24781 members 
Entering Unmasked Estep 
Score: -3098487.500000 Penalty: 5055.272461
	Iteration 31Q: 3 clusters Score -3098488 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 24826 members 
Entering Unmasked Estep 
Score: -3098497.750000 Penalty: 5055.272461
	Iteration 32Q: 3 clusters Score -3098498 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 24876 members 
Entering Unmasked Estep 
Score: -3098519.000000 Penalty: 5055.272461
	Iteration 33Q: 3 clusters Score -3098519 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 24921 members 
Entering Unmasked Estep 
Score: -3098530.000000 Penalty: 5055.272461
	Iteration 34Q: 3 clusters Score -3098530 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 24956 members 
Entering Unmasked Estep 
Score: -3098541.250000 Penalty: 5055.272461
	Iteration 35Q: 3 clusters Score -3098541 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 24994 members 
Entering Unmasked Estep 
Score: -3098559.250000 Penalty: 5055.272461
	Iteration 36Q: 3 clusters Score -3098559 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 25017 members 
Entering Unmasked Estep 
Score: -3098566.250000 Penalty: 5055.272461
	Iteration 37Q: 3 clusters Score -3098566 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 25031 members 
Entering Unmasked Estep 
Score: -3098576.000000 Penalty: 5055.272461
	Iteration 38Q: 3 clusters Score -3098576 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 25042 members 
Entering Unmasked Estep 
Score: -3098575.500000 Penalty: 5055.272461
	Iteration 39Q: 3 clusters Score -3098576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 25047 members 
Entering Unmasked Estep 
Score: -3098575.000000 Penalty: 5055.272461
	Iteration 40F: 3 clusters Score -3098575 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 25054 members 
Entering Unmasked Estep 
Score: -3098579.000000 Penalty: 5055.272461
	Iteration 41Q: 3 clusters Score -3098579 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 25061 members 
Entering Unmasked Estep 
Score: -3098578.250000 Penalty: 5055.272461
	Iteration 42Q: 3 clusters Score -3098578 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 25068 members 
Entering Unmasked Estep 
Score: -3098573.000000 Penalty: 5055.272461
	Iteration 43Q: 3 clusters Score -3098573 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 25077 members 
Entering Unmasked Estep 
Score: -3098580.000000 Penalty: 5055.272461
	Iteration 44Q: 3 clusters Score -3098580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 25081 members 
Entering Unmasked Estep 
Score: -3098584.250000 Penalty: 5055.272461
	Iteration 45Q: 3 clusters Score -3098584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 25083 members 
Entering Unmasked Estep 
Score: -3098580.000000 Penalty: 5055.272461
	Iteration 46Q: 3 clusters Score -3098580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 25084 members 
Entering Unmasked Estep 
Score: -3098580.750000 Penalty: 5055.272461
	Iteration 47Q: 3 clusters Score -3098581 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 25084 members 
Entering Unmasked Estep 
Score: -3098580.750000 Penalty: 5055.272461
	Iteration 48F: 3 clusters Score -3098581 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (44790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44790 members 
Entering Unmasked Estep 
Score: -5102597.000000 Penalty: 2656.015625
	Iteration 0F: 2 clusters Score -5102597 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22458 members 
Mstep: Class 2 contains 22332 members 
Entering Unmasked Estep 
Score: -5072368.500000 Penalty: 5312.031250
	Iteration 0F: 3 clusters Score -5072368 nChanged 20558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22392 members 
Mstep: Class 2 contains 22398 members 
Entering Unmasked Estep 
Score: -5084457.000000 Penalty: 5312.031250
	Iteration 1F: 3 clusters Score -5084457 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22168 members 
Mstep: Class 2 contains 22622 members 
Entering Unmasked Estep 
Score: -5085731.500000 Penalty: 5312.031250
	Iteration 2F: 3 clusters Score -5085732 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21732 members 
Mstep: Class 2 contains 23058 members 
Entering Unmasked Estep 
Score: -5087264.500000 Penalty: 5312.031250
	Iteration 3F: 3 clusters Score -5087264 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21009 members 
Mstep: Class 2 contains 23781 members 
Entering Unmasked Estep 
Score: -5088979.000000 Penalty: 5312.031250
	Iteration 4F: 3 clusters Score -5088979 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20073 members 
Mstep: Class 2 contains 24717 members 
Entering Unmasked Estep 
Score: -5090532.000000 Penalty: 5312.031250
	Iteration 5F: 3 clusters Score -5090532 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19013 members 
Mstep: Class 2 contains 25777 members 
Entering Unmasked Estep 
Score: -5091876.000000 Penalty: 5312.031250
	Iteration 6F: 3 clusters Score -5091876 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17860 members 
Mstep: Class 2 contains 26930 members 
Entering Unmasked Estep 
Score: -5093080.000000 Penalty: 5312.031250
	Iteration 7F: 3 clusters Score -5093080 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16645 members 
Mstep: Class 2 contains 28145 members 
Entering Unmasked Estep 
Score: -5094233.500000 Penalty: 5312.031250
	Iteration 8Q: 3 clusters Score -5094234 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15346 members 
Mstep: Class 2 contains 29444 members 
Entering Unmasked Estep 
Score: -5095499.000000 Penalty: 5312.031250
	Iteration 9Q: 3 clusters Score -5095499 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13982 members 
Mstep: Class 2 contains 30808 members 
Entering Unmasked Estep 
Score: -5096921.500000 Penalty: 5312.031250
	Iteration 10Q: 3 clusters Score -5096922 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 32030 members 
Entering Unmasked Estep 
Score: -5098133.500000 Penalty: 5312.031250
	Iteration 11Q: 3 clusters Score -5098134 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 33024 members 
Entering Unmasked Estep 
Score: -5098926.000000 Penalty: 5312.031250
	Iteration 12Q: 3 clusters Score -5098926 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 33871 members 
Entering Unmasked Estep 
Score: -5099420.000000 Penalty: 5312.031250
	Iteration 13Q: 3 clusters Score -5099420 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 34579 members 
Entering Unmasked Estep 
Score: -5099806.000000 Penalty: 5312.031250
	Iteration 14Q: 3 clusters Score -5099806 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 35207 members 
Entering Unmasked Estep 
Score: -5100122.000000 Penalty: 5312.031250
	Iteration 15Q: 3 clusters Score -5100122 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 35772 members 
Entering Unmasked Estep 
Score: -5100429.000000 Penalty: 5312.031250
	Iteration 16Q: 3 clusters Score -5100429 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 36319 members 
Entering Unmasked Estep 
Score: -5100672.500000 Penalty: 5312.031250
	Iteration 17Q: 3 clusters Score -5100672 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 36832 members 
Entering Unmasked Estep 
Score: -5100986.000000 Penalty: 5312.031250
	Iteration 18Q: 3 clusters Score -5100986 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 37304 members 
Entering Unmasked Estep 
Score: -5101248.000000 Penalty: 5312.031250
	Iteration 19Q: 3 clusters Score -5101248 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 37716 members 
Entering Unmasked Estep 
Score: -5101432.500000 Penalty: 5312.031250
	Iteration 20F: 3 clusters Score -5101432 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 38074 members 
Entering Unmasked Estep 
Score: -5101551.000000 Penalty: 5312.031250
	Iteration 21Q: 3 clusters Score -5101551 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 38353 members 
Entering Unmasked Estep 
Score: -5101652.500000 Penalty: 5312.031250
	Iteration 22Q: 3 clusters Score -5101652 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 38592 members 
Entering Unmasked Estep 
Score: -5101699.000000 Penalty: 5312.031250
	Iteration 23Q: 3 clusters Score -5101699 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 38789 members 
Entering Unmasked Estep 
Score: -5101743.000000 Penalty: 5312.031250
	Iteration 24Q: 3 clusters Score -5101743 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 38950 members 
Entering Unmasked Estep 
Score: -5101788.500000 Penalty: 5312.031250
	Iteration 25Q: 3 clusters Score -5101788 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 39090 members 
Entering Unmasked Estep 
Score: -5101833.500000 Penalty: 5312.031250
	Iteration 26Q: 3 clusters Score -5101834 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 39218 members 
Entering Unmasked Estep 
Score: -5101851.500000 Penalty: 5312.031250
	Iteration 27Q: 3 clusters Score -5101852 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 39322 members 
Entering Unmasked Estep 
Score: -5101867.500000 Penalty: 5312.031250
	Iteration 28Q: 3 clusters Score -5101868 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 39425 members 
Entering Unmasked Estep 
Score: -5101891.500000 Penalty: 5312.031250
	Iteration 29Q: 3 clusters Score -5101892 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 39516 members 
Entering Unmasked Estep 
Score: -5101908.500000 Penalty: 5312.031250
	Iteration 30Q: 3 clusters Score -5101908 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 39592 members 
Entering Unmasked Estep 
Score: -5101915.000000 Penalty: 5312.031250
	Iteration 31Q: 3 clusters Score -5101915 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 39641 members 
Entering Unmasked Estep 
Score: -5101914.500000 Penalty: 5312.031250
	Iteration 32Q: 3 clusters Score -5101914 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 39687 members 
Entering Unmasked Estep 
Score: -5101923.500000 Penalty: 5312.031250
	Iteration 33Q: 3 clusters Score -5101924 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 39731 members 
Entering Unmasked Estep 
Score: -5101928.000000 Penalty: 5312.031250
	Iteration 34Q: 3 clusters Score -5101928 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 39761 members 
Entering Unmasked Estep 
Score: -5101940.000000 Penalty: 5312.031250
	Iteration 35Q: 3 clusters Score -5101940 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 39788 members 
Entering Unmasked Estep 
Score: -5101941.500000 Penalty: 5312.031250
	Iteration 36Q: 3 clusters Score -5101942 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 39815 members 
Entering Unmasked Estep 
Score: -5101935.500000 Penalty: 5312.031250
	Iteration 37Q: 3 clusters Score -5101936 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 39836 members 
Entering Unmasked Estep 
Score: -5101943.500000 Penalty: 5312.031250
	Iteration 38Q: 3 clusters Score -5101944 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 39855 members 
Entering Unmasked Estep 
Score: -5101942.500000 Penalty: 5312.031250
	Iteration 39Q: 3 clusters Score -5101942 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 39871 members 
Entering Unmasked Estep 
Score: -5101949.500000 Penalty: 5312.031250
	Iteration 40F: 3 clusters Score -5101950 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 39883 members 
Entering Unmasked Estep 
Score: -5101952.000000 Penalty: 5312.031250
	Iteration 41Q: 3 clusters Score -5101952 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 39898 members 
Entering Unmasked Estep 
Score: -5101952.500000 Penalty: 5312.031250
	Iteration 42Q: 3 clusters Score -5101952 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 39915 members 
Entering Unmasked Estep 
Score: -5101953.000000 Penalty: 5312.031250
	Iteration 43Q: 3 clusters Score -5101953 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 39931 members 
Entering Unmasked Estep 
Score: -5101957.000000 Penalty: 5312.031250
	Iteration 44Q: 3 clusters Score -5101957 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 39949 members 
Entering Unmasked Estep 
Score: -5101953.000000 Penalty: 5312.031250
	Iteration 45Q: 3 clusters Score -5101953 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 39965 members 
Entering Unmasked Estep 
Score: -5101950.500000 Penalty: 5312.031250
	Iteration 46Q: 3 clusters Score -5101950 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 39983 members 
Entering Unmasked Estep 
Score: -5101956.500000 Penalty: 5312.031250
	Iteration 47Q: 3 clusters Score -5101956 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 39998 members 
Entering Unmasked Estep 
Score: -5101962.500000 Penalty: 5312.031250
	Iteration 48Q: 3 clusters Score -5101962 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 40013 members 
Entering Unmasked Estep 
Score: -5101961.000000 Penalty: 5312.031250
	Iteration 49Q: 3 clusters Score -5101961 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 40021 members 
Entering Unmasked Estep 
Score: -5101956.500000 Penalty: 5312.031250
	Iteration 50Q: 3 clusters Score -5101956 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 40027 members 
Entering Unmasked Estep 
Score: -5101953.000000 Penalty: 5312.031250
	Iteration 51Q: 3 clusters Score -5101953 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 40034 members 
Entering Unmasked Estep 
Score: -5101953.500000 Penalty: 5312.031250
	Iteration 52Q: 3 clusters Score -5101954 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 40040 members 
Entering Unmasked Estep 
Score: -5101957.500000 Penalty: 5312.031250
	Iteration 53Q: 3 clusters Score -5101958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 40045 members 
Entering Unmasked Estep 
Score: -5101956.000000 Penalty: 5312.031250
	Iteration 54Q: 3 clusters Score -5101956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 40046 members 
Entering Unmasked Estep 
Score: -5101958.000000 Penalty: 5312.031250
	Iteration 55Q: 3 clusters Score -5101958 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 40046 members 
Entering Unmasked Estep 
Score: -5101958.000000 Penalty: 5312.031250
	Iteration 56F: 3 clusters Score -5101958 nChanged 0
--- Evaluating fit on full set of 4080746 points ---
Entering Unmasked Estep 
Score: -474469920.000000 Penalty: 135900.140625
20->37 Clusters: Score -474469920.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
Entering ConstructFrom: 
--- Running on subset of 1360248 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68033 members 
Mstep: Class 2 contains 67947 members 
Mstep: Class 3 contains 67991 members 
Mstep: Class 4 contains 67790 members 
Mstep: Class 5 contains 67761 members 
Mstep: Class 6 contains 68129 members 
Mstep: Class 7 contains 68096 members 
Mstep: Class 8 contains 68047 members 
Mstep: Class 9 contains 67671 members 
Mstep: Class 10 contains 67914 members 
Mstep: Class 11 contains 68215 members 
Mstep: Class 12 contains 68139 members 
Mstep: Class 13 contains 67800 members 
Mstep: Class 14 contains 67804 members 
Mstep: Class 15 contains 67905 members 
Mstep: Class 16 contains 68380 members 
Mstep: Class 17 contains 68263 members 
Mstep: Class 18 contains 68402 members 
Mstep: Class 19 contains 67718 members 
Mstep: Class 20 contains 68243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 973.600891 but Gain 3502.546875
Score: -146733856.000000 Penalty: 66548.414062
Iteration 0F: 20 clusters Score -1.467339e+08 nChanged 1285048
Entering Unmasked Mstep 
Mstep: Class 0 contains 1567 members 
Mstep: Class 1 contains 80340 members 
Mstep: Class 2 contains 39756 members 
Mstep: Class 3 contains 50499 members 
Mstep: Class 4 contains 31676 members 
Mstep: Class 5 contains 34320 members 
Mstep: Class 6 contains 32206 members 
Mstep: Class 7 contains 88590 members 
Mstep: Class 8 contains 40979 members 
Mstep: Class 9 contains 25384 members 
Mstep: Class 10 contains 66342 members 
Mstep: Class 11 contains 291107 members 
Mstep: Class 12 contains 32715 members 
Mstep: Class 14 contains 82292 members 
Mstep: Class 15 contains 60106 members 
Mstep: Class 16 contains 119442 members 
Mstep: Class 17 contains 72037 members 
Mstep: Class 18 contains 80277 members 
Mstep: Class 19 contains 62604 members 
Mstep: Class 20 contains 68009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151691056.000000 Penalty: 66548.414062
Iteration 1F: 20 clusters Score -1.516911e+08 nChanged 570560
Entering Unmasked Mstep 
Mstep: Class 0 contains 1135 members 
Mstep: Class 1 contains 69660 members 
Mstep: Class 2 contains 26032 members 
Mstep: Class 3 contains 34240 members 
Mstep: Class 4 contains 30459 members 
Mstep: Class 5 contains 11136 members 
Mstep: Class 6 contains 17649 members 
Mstep: Class 7 contains 80574 members 
Mstep: Class 8 contains 50348 members 
Mstep: Class 9 contains 11248 members 
Mstep: Class 10 contains 30239 members 
Mstep: Class 11 contains 476824 members 
Mstep: Class 12 contains 14572 members 
Mstep: Class 14 contains 71992 members 
Mstep: Class 15 contains 68293 members 
Mstep: Class 16 contains 87457 members 
Mstep: Class 17 contains 38002 members 
Mstep: Class 18 contains 110965 members 
Mstep: Class 19 contains 98917 members 
Mstep: Class 20 contains 30506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -152948480.000000 Penalty: 66548.414062
Iteration 2F: 20 clusters Score -1.529485e+08 nChanged 376757
Entering Unmasked Mstep 
Mstep: Class 0 contains 1014 members 
Mstep: Class 1 contains 99581 members 
Mstep: Class 2 contains 21864 members 
Mstep: Class 3 contains 25108 members 
Mstep: Class 4 contains 22004 members 
Mstep: Class 5 contains 5539 members 
Mstep: Class 6 contains 10939 members 
Mstep: Class 7 contains 103331 members 
Mstep: Class 8 contains 47533 members 
Mstep: Class 9 contains 6936 members 
Mstep: Class 10 contains 19043 members 
Mstep: Class 11 contains 457419 members 
Mstep: Class 12 contains 11789 members 
Mstep: Class 14 contains 70729 members 
Mstep: Class 15 contains 86614 members 
Mstep: Class 16 contains 65830 members 
Mstep: Class 17 contains 34821 members 
Mstep: Class 18 contains 130985 members 
Mstep: Class 19 contains 120288 members 
Mstep: Class 20 contains 18881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153661136.000000 Penalty: 66548.414062
Iteration 3F: 20 clusters Score -1.536611e+08 nChanged 306433
Entering Unmasked Mstep 
Mstep: Class 0 contains 684 members 
Mstep: Class 1 contains 145725 members 
Mstep: Class 2 contains 19616 members 
Mstep: Class 3 contains 14835 members 
Mstep: Class 4 contains 14706 members 
Mstep: Class 5 contains 4961 members 
Mstep: Class 6 contains 7095 members 
Mstep: Class 7 contains 143614 members 
Mstep: Class 8 contains 36687 members 
Mstep: Class 9 contains 6045 members 
Mstep: Class 10 contains 18054 members 
Mstep: Class 11 contains 379262 members 
Mstep: Class 12 contains 9451 members 
Mstep: Class 14 contains 64011 members 
Mstep: Class 15 contains 124815 members 
Mstep: Class 16 contains 48499 members 
Mstep: Class 17 contains 40948 members 
Mstep: Class 18 contains 149840 members 
Mstep: Class 19 contains 118330 members 
Mstep: Class 20 contains 13070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154310752.000000 Penalty: 66548.414062
Iteration 4F: 20 clusters Score -1.543108e+08 nChanged 245646
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 183102 members 
Mstep: Class 2 contains 18403 members 
Mstep: Class 3 contains 9120 members 
Mstep: Class 4 contains 9657 members 
Mstep: Class 5 contains 4605 members 
Mstep: Class 6 contains 5558 members 
Mstep: Class 7 contains 178099 members 
Mstep: Class 8 contains 25854 members 
Mstep: Class 9 contains 6956 members 
Mstep: Class 10 contains 20330 members 
Mstep: Class 11 contains 315350 members 
Mstep: Class 12 contains 8398 members 
Mstep: Class 14 contains 58907 members 
Mstep: Class 15 contains 165992 members 
Mstep: Class 16 contains 35373 members 
Mstep: Class 17 contains 43638 members 
Mstep: Class 18 contains 167824 members 
Mstep: Class 19 contains 92129 members 
Mstep: Class 20 contains 10836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154727856.000000 Penalty: 66548.414062
Iteration 5F: 20 clusters Score -1.547279e+08 nChanged 174466
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 205023 members 
Mstep: Class 2 contains 16985 members 
Mstep: Class 3 contains 6243 members 
Mstep: Class 4 contains 7104 members 
Mstep: Class 5 contains 4207 members 
Mstep: Class 6 contains 5228 members 
Mstep: Class 7 contains 198744 members 
Mstep: Class 8 contains 18056 members 
Mstep: Class 9 contains 8464 members 
Mstep: Class 10 contains 23296 members 
Mstep: Class 11 contains 284075 members 
Mstep: Class 12 contains 9178 members 
Mstep: Class 14 contains 54016 members 
Mstep: Class 15 contains 198217 members 
Mstep: Class 16 contains 26648 members 
Mstep: Class 17 contains 45755 members 
Mstep: Class 18 contains 177177 members 
Mstep: Class 19 contains 61753 members 
Mstep: Class 20 contains 10002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154896960.000000 Penalty: 66548.414062
Iteration 6F: 20 clusters Score -1.54897e+08 nChanged 128265
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 220561 members 
Mstep: Class 2 contains 15404 members 
Mstep: Class 3 contains 4903 members 
Mstep: Class 4 contains 6418 members 
Mstep: Class 5 contains 3690 members 
Mstep: Class 6 contains 5195 members 
Mstep: Class 7 contains 212898 members 
Mstep: Class 8 contains 12507 members 
Mstep: Class 9 contains 10201 members 
Mstep: Class 10 contains 25300 members 
Mstep: Class 11 contains 257078 members 
Mstep: Class 12 contains 9849 members 
Mstep: Class 14 contains 50902 members 
Mstep: Class 15 contains 218929 members 
Mstep: Class 16 contains 22017 members 
Mstep: Class 17 contains 47267 members 
Mstep: Class 18 contains 184989 members 
Mstep: Class 19 contains 41790 members 
Mstep: Class 20 contains 10279 members 
Entering Unmasked Estep 
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Iteration 7F: 20 clusters Score -1.549944e+08 nChanged 90493
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 232010 members 
Mstep: Class 2 contains 14098 members 
Mstep: Class 3 contains 4318 members 
Mstep: Class 4 contains 6565 members 
Mstep: Class 5 contains 3196 members 
Mstep: Class 6 contains 5134 members 
Mstep: Class 7 contains 225449 members 
Mstep: Class 8 contains 9476 members 
Mstep: Class 9 contains 12307 members 
Mstep: Class 10 contains 26548 members 
Mstep: Class 11 contains 229969 members 
Mstep: Class 12 contains 10285 members 
Mstep: Class 14 contains 48805 members 
Mstep: Class 15 contains 229722 members 
Mstep: Class 16 contains 19414 members 
Mstep: Class 17 contains 48422 members 
Mstep: Class 18 contains 192477 members 
Mstep: Class 19 contains 31232 members 
Mstep: Class 20 contains 10754 members 
Entering Unmasked Estep 
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Iteration 8F: 20 clusters Score -1.550511e+08 nChanged 70842
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 239887 members 
Mstep: Class 2 contains 12993 members 
Mstep: Class 3 contains 3989 members 
Mstep: Class 4 contains 6948 members 
Mstep: Class 5 contains 2997 members 
Mstep: Class 6 contains 5085 members 
Mstep: Class 7 contains 235907 members 
Mstep: Class 8 contains 8743 members 
Mstep: Class 9 contains 14825 members 
Mstep: Class 10 contains 27438 members 
Mstep: Class 11 contains 205429 members 
Mstep: Class 12 contains 10681 members 
Mstep: Class 14 contains 47538 members 
Mstep: Class 15 contains 234659 members 
Mstep: Class 16 contains 17775 members 
Mstep: Class 17 contains 49375 members 
Mstep: Class 18 contains 199038 members 
Mstep: Class 19 contains 25888 members 
Mstep: Class 20 contains 10990 members 
Entering Unmasked Estep 
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Iteration 9F: 20 clusters Score -1.550908e+08 nChanged 59819
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 244737 members 
Mstep: Class 2 contains 12181 members 
Mstep: Class 3 contains 3705 members 
Mstep: Class 4 contains 7311 members 
Mstep: Class 5 contains 2932 members 
Mstep: Class 6 contains 5003 members 
Mstep: Class 7 contains 245295 members 
Mstep: Class 8 contains 9556 members 
Mstep: Class 9 contains 17728 members 
Mstep: Class 10 contains 28133 members 
Mstep: Class 11 contains 181981 members 
Mstep: Class 12 contains 10942 members 
Mstep: Class 14 contains 46772 members 
Mstep: Class 15 contains 236126 members 
Mstep: Class 16 contains 16646 members 
Mstep: Class 17 contains 50201 members 
Mstep: Class 18 contains 205933 members 
Mstep: Class 19 contains 23888 members 
Mstep: Class 20 contains 11121 members 
Entering Unmasked Estep 
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Iteration 10Q: 20 clusters Score -1.551269e+08 nChanged 51693
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 246243 members 
Mstep: Class 2 contains 11542 members 
Mstep: Class 3 contains 3436 members 
Mstep: Class 4 contains 7558 members 
Mstep: Class 5 contains 2971 members 
Mstep: Class 6 contains 4956 members 
Mstep: Class 7 contains 253555 members 
Mstep: Class 8 contains 11417 members 
Mstep: Class 9 contains 20977 members 
Mstep: Class 10 contains 28737 members 
Mstep: Class 11 contains 161635 members 
Mstep: Class 12 contains 11143 members 
Mstep: Class 14 contains 46233 members 
Mstep: Class 15 contains 236149 members 
Mstep: Class 16 contains 15879 members 
Mstep: Class 17 contains 50893 members 
Mstep: Class 18 contains 212221 members 
Mstep: Class 19 contains 23455 members 
Mstep: Class 20 contains 11198 members 
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Iteration 11Q: 20 clusters Score -1.55155e+08 nChanged 44205
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 245104 members 
Mstep: Class 2 contains 11061 members 
Mstep: Class 3 contains 3204 members 
Mstep: Class 4 contains 7637 members 
Mstep: Class 5 contains 3058 members 
Mstep: Class 6 contains 4914 members 
Mstep: Class 7 contains 260389 members 
Mstep: Class 8 contains 14036 members 
Mstep: Class 9 contains 24531 members 
Mstep: Class 10 contains 29332 members 
Mstep: Class 11 contains 146103 members 
Mstep: Class 12 contains 11300 members 
Mstep: Class 14 contains 45855 members 
Mstep: Class 15 contains 235506 members 
Mstep: Class 16 contains 15341 members 
Mstep: Class 17 contains 51442 members 
Mstep: Class 18 contains 216362 members 
Mstep: Class 19 contains 23781 members 
Mstep: Class 20 contains 11243 members 
Entering Unmasked Estep 
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Iteration 12Q: 20 clusters Score -1.551775e+08 nChanged 39476
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 242114 members 
Mstep: Class 2 contains 10715 members 
Mstep: Class 3 contains 3015 members 
Mstep: Class 4 contains 7655 members 
Mstep: Class 5 contains 3150 members 
Mstep: Class 6 contains 4850 members 
Mstep: Class 7 contains 266014 members 
Mstep: Class 8 contains 16950 members 
Mstep: Class 9 contains 28394 members 
Mstep: Class 10 contains 29813 members 
Mstep: Class 11 contains 134324 members 
Mstep: Class 12 contains 11449 members 
Mstep: Class 14 contains 45544 members 
Mstep: Class 15 contains 234835 members 
Mstep: Class 16 contains 14917 members 
Mstep: Class 17 contains 51887 members 
Mstep: Class 18 contains 218876 members 
Mstep: Class 19 contains 24418 members 
Mstep: Class 20 contains 11278 members 
Entering Unmasked Estep 
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Iteration 13Q: 20 clusters Score -1.551972e+08 nChanged 35976
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 238644 members 
Mstep: Class 2 contains 10425 members 
Mstep: Class 3 contains 2870 members 
Mstep: Class 4 contains 7536 members 
Mstep: Class 5 contains 3292 members 
Mstep: Class 6 contains 4805 members 
Mstep: Class 7 contains 270332 members 
Mstep: Class 8 contains 19827 members 
Mstep: Class 9 contains 32619 members 
Mstep: Class 10 contains 30187 members 
Mstep: Class 11 contains 124947 members 
Mstep: Class 12 contains 11577 members 
Mstep: Class 14 contains 45257 members 
Mstep: Class 15 contains 234524 members 
Mstep: Class 16 contains 14533 members 
Mstep: Class 17 contains 52250 members 
Mstep: Class 18 contains 220015 members 
Mstep: Class 19 contains 25259 members 
Mstep: Class 20 contains 11299 members 
Entering Unmasked Estep 
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Iteration 14Q: 20 clusters Score -1.552175e+08 nChanged 34481
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 235093 members 
Mstep: Class 2 contains 10188 members 
Mstep: Class 3 contains 2737 members 
Mstep: Class 4 contains 7384 members 
Mstep: Class 5 contains 3446 members 
Mstep: Class 6 contains 4753 members 
Mstep: Class 7 contains 273785 members 
Mstep: Class 8 contains 22551 members 
Mstep: Class 9 contains 37126 members 
Mstep: Class 10 contains 30514 members 
Mstep: Class 11 contains 117718 members 
Mstep: Class 12 contains 11686 members 
Mstep: Class 14 contains 45017 members 
Mstep: Class 15 contains 234448 members 
Mstep: Class 16 contains 14205 members 
Mstep: Class 17 contains 52579 members 
Mstep: Class 18 contains 219405 members 
Mstep: Class 19 contains 26248 members 
Mstep: Class 20 contains 11315 members 
Entering Unmasked Estep 
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Iteration 15Q: 20 clusters Score -1.552428e+08 nChanged 34386
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 230942 members 
Mstep: Class 2 contains 9994 members 
Mstep: Class 3 contains 2681 members 
Mstep: Class 4 contains 7306 members 
Mstep: Class 5 contains 3561 members 
Mstep: Class 6 contains 4693 members 
Mstep: Class 7 contains 275970 members 
Mstep: Class 8 contains 25091 members 
Mstep: Class 9 contains 41819 members 
Mstep: Class 10 contains 30789 members 
Mstep: Class 11 contains 114542 members 
Mstep: Class 12 contains 11791 members 
Mstep: Class 14 contains 44819 members 
Mstep: Class 15 contains 234807 members 
Mstep: Class 16 contains 13914 members 
Mstep: Class 17 contains 52857 members 
Mstep: Class 18 contains 216015 members 
Mstep: Class 19 contains 27281 members 
Mstep: Class 20 contains 11326 members 
Entering Unmasked Estep 
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Iteration 16Q: 20 clusters Score -1.552713e+08 nChanged 34384
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 225588 members 
Mstep: Class 2 contains 9813 members 
Mstep: Class 3 contains 2758 members 
Mstep: Class 4 contains 7371 members 
Mstep: Class 5 contains 3649 members 
Mstep: Class 6 contains 4644 members 
Mstep: Class 7 contains 276172 members 
Mstep: Class 8 contains 27529 members 
Mstep: Class 9 contains 46410 members 
Mstep: Class 10 contains 30969 members 
Mstep: Class 11 contains 116424 members 
Mstep: Class 12 contains 11867 members 
Mstep: Class 14 contains 44653 members 
Mstep: Class 15 contains 235696 members 
Mstep: Class 16 contains 13599 members 
Mstep: Class 17 contains 53096 members 
Mstep: Class 18 contains 210252 members 
Mstep: Class 19 contains 28368 members 
Mstep: Class 20 contains 11339 members 
Entering Unmasked Estep 
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Iteration 17Q: 20 clusters Score -1.552942e+08 nChanged 32088
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 219088 members 
Mstep: Class 2 contains 9661 members 
Mstep: Class 3 contains 3012 members 
Mstep: Class 4 contains 7546 members 
Mstep: Class 5 contains 3671 members 
Mstep: Class 6 contains 4585 members 
Mstep: Class 7 contains 275638 members 
Mstep: Class 8 contains 29930 members 
Mstep: Class 9 contains 50426 members 
Mstep: Class 10 contains 30970 members 
Mstep: Class 11 contains 120737 members 
Mstep: Class 12 contains 11898 members 
Mstep: Class 14 contains 44548 members 
Mstep: Class 15 contains 236871 members 
Mstep: Class 16 contains 13380 members 
Mstep: Class 17 contains 53325 members 
Mstep: Class 18 contains 204037 members 
Mstep: Class 19 contains 29526 members 
Mstep: Class 20 contains 11348 members 
Entering Unmasked Estep 
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Iteration 18Q: 20 clusters Score -1.553093e+08 nChanged 28871
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 212223 members 
Mstep: Class 2 contains 9542 members 
Mstep: Class 3 contains 3228 members 
Mstep: Class 4 contains 7705 members 
Mstep: Class 5 contains 3675 members 
Mstep: Class 6 contains 4503 members 
Mstep: Class 7 contains 275230 members 
Mstep: Class 8 contains 32287 members 
Mstep: Class 9 contains 53807 members 
Mstep: Class 10 contains 30791 members 
Mstep: Class 11 contains 125595 members 
Mstep: Class 12 contains 11898 members 
Mstep: Class 14 contains 44477 members 
Mstep: Class 15 contains 238292 members 
Mstep: Class 16 contains 13286 members 
Mstep: Class 17 contains 53532 members 
Mstep: Class 18 contains 198219 members 
Mstep: Class 19 contains 30547 members 
Mstep: Class 20 contains 11359 members 
Entering Unmasked Estep 
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Iteration 19Q: 20 clusters Score -1.553195e+08 nChanged 26395
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 205219 members 
Mstep: Class 2 contains 9443 members 
Mstep: Class 3 contains 3395 members 
Mstep: Class 4 contains 7718 members 
Mstep: Class 5 contains 3645 members 
Mstep: Class 6 contains 4427 members 
Mstep: Class 7 contains 275675 members 
Mstep: Class 8 contains 34601 members 
Mstep: Class 9 contains 56285 members 
Mstep: Class 10 contains 30469 members 
Mstep: Class 11 contains 130768 members 
Mstep: Class 12 contains 11856 members 
Mstep: Class 14 contains 44450 members 
Mstep: Class 15 contains 239756 members 
Mstep: Class 16 contains 13280 members 
Mstep: Class 17 contains 53743 members 
Mstep: Class 18 contains 192736 members 
Mstep: Class 19 contains 31360 members 
Mstep: Class 20 contains 11371 members 
Entering Unmasked Estep 
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Iteration 20F: 20 clusters Score -1.553347e+08 nChanged 27129
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 197156 members 
Mstep: Class 2 contains 9352 members 
Mstep: Class 3 contains 3593 members 
Mstep: Class 4 contains 8403 members 
Mstep: Class 5 contains 3700 members 
Mstep: Class 6 contains 4271 members 
Mstep: Class 7 contains 276794 members 
Mstep: Class 8 contains 38382 members 
Mstep: Class 9 contains 57864 members 
Mstep: Class 10 contains 29834 members 
Mstep: Class 11 contains 136073 members 
Mstep: Class 12 contains 11834 members 
Mstep: Class 14 contains 44400 members 
Mstep: Class 15 contains 240945 members 
Mstep: Class 16 contains 12916 members 
Mstep: Class 17 contains 53920 members 
Mstep: Class 18 contains 187350 members 
Mstep: Class 19 contains 32054 members 
Mstep: Class 20 contains 11375 members 
Entering Unmasked Estep 
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Iteration 21Q: 20 clusters Score -1.553482e+08 nChanged 26159
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 189450 members 
Mstep: Class 2 contains 9295 members 
Mstep: Class 3 contains 3741 members 
Mstep: Class 4 contains 8704 members 
Mstep: Class 5 contains 3666 members 
Mstep: Class 6 contains 4161 members 
Mstep: Class 7 contains 278724 members 
Mstep: Class 8 contains 41880 members 
Mstep: Class 9 contains 58866 members 
Mstep: Class 10 contains 29029 members 
Mstep: Class 11 contains 141355 members 
Mstep: Class 12 contains 11819 members 
Mstep: Class 14 contains 44327 members 
Mstep: Class 15 contains 242109 members 
Mstep: Class 16 contains 12732 members 
Mstep: Class 17 contains 54080 members 
Mstep: Class 18 contains 182401 members 
Mstep: Class 19 contains 32488 members 
Mstep: Class 20 contains 11389 members 
Entering Unmasked Estep 
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Iteration 22Q: 20 clusters Score -1.553575e+08 nChanged 24547
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 182133 members 
Mstep: Class 2 contains 9225 members 
Mstep: Class 3 contains 3857 members 
Mstep: Class 4 contains 8809 members 
Mstep: Class 5 contains 3583 members 
Mstep: Class 6 contains 4068 members 
Mstep: Class 7 contains 281292 members 
Mstep: Class 8 contains 45300 members 
Mstep: Class 9 contains 59462 members 
Mstep: Class 10 contains 27983 members 
Mstep: Class 11 contains 146742 members 
Mstep: Class 12 contains 11810 members 
Mstep: Class 14 contains 44275 members 
Mstep: Class 15 contains 242978 members 
Mstep: Class 16 contains 12618 members 
Mstep: Class 17 contains 54225 members 
Mstep: Class 18 contains 177673 members 
Mstep: Class 19 contains 32783 members 
Mstep: Class 20 contains 11400 members 
Entering Unmasked Estep 
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Iteration 23Q: 20 clusters Score -1.553655e+08 nChanged 23932
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 175151 members 
Mstep: Class 2 contains 9154 members 
Mstep: Class 3 contains 3961 members 
Mstep: Class 4 contains 8988 members 
Mstep: Class 5 contains 3518 members 
Mstep: Class 6 contains 3996 members 
Mstep: Class 7 contains 284442 members 
Mstep: Class 8 contains 48586 members 
Mstep: Class 9 contains 59558 members 
Mstep: Class 10 contains 26759 members 
Mstep: Class 11 contains 152361 members 
Mstep: Class 12 contains 11785 members 
Mstep: Class 14 contains 44232 members 
Mstep: Class 15 contains 243560 members 
Mstep: Class 16 contains 12434 members 
Mstep: Class 17 contains 54350 members 
Mstep: Class 18 contains 172951 members 
Mstep: Class 19 contains 33021 members 
Mstep: Class 20 contains 11408 members 
Entering Unmasked Estep 
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Iteration 24Q: 20 clusters Score -1.553721e+08 nChanged 23444
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 168565 members 
Mstep: Class 2 contains 9084 members 
Mstep: Class 3 contains 4071 members 
Mstep: Class 4 contains 9433 members 
Mstep: Class 5 contains 3442 members 
Mstep: Class 6 contains 3947 members 
Mstep: Class 7 contains 288047 members 
Mstep: Class 8 contains 51696 members 
Mstep: Class 9 contains 59268 members 
Mstep: Class 10 contains 25269 members 
Mstep: Class 11 contains 157867 members 
Mstep: Class 12 contains 11763 members 
Mstep: Class 14 contains 44192 members 
Mstep: Class 15 contains 243839 members 
Mstep: Class 16 contains 12006 members 
Mstep: Class 17 contains 54459 members 
Mstep: Class 18 contains 168642 members 
Mstep: Class 19 contains 33214 members 
Mstep: Class 20 contains 11411 members 
Entering Unmasked Estep 
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Iteration 25Q: 20 clusters Score -1.553802e+08 nChanged 23487
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 162282 members 
Mstep: Class 2 contains 8997 members 
Mstep: Class 3 contains 4182 members 
Mstep: Class 4 contains 10445 members 
Mstep: Class 5 contains 3379 members 
Mstep: Class 6 contains 3929 members 
Mstep: Class 7 contains 292059 members 
Mstep: Class 8 contains 54667 members 
Mstep: Class 9 contains 58707 members 
Mstep: Class 10 contains 23656 members 
Mstep: Class 11 contains 162958 members 
Mstep: Class 12 contains 11734 members 
Mstep: Class 14 contains 44179 members 
Mstep: Class 15 contains 243655 members 
Mstep: Class 16 contains 11057 members 
Mstep: Class 17 contains 54573 members 
Mstep: Class 18 contains 164998 members 
Mstep: Class 19 contains 33347 members 
Mstep: Class 20 contains 11412 members 
Entering Unmasked Estep 
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Iteration 26Q: 20 clusters Score -1.553898e+08 nChanged 23624
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156436 members 
Mstep: Class 2 contains 8906 members 
Mstep: Class 3 contains 4303 members 
Mstep: Class 4 contains 12310 members 
Mstep: Class 5 contains 3335 members 
Mstep: Class 6 contains 3919 members 
Mstep: Class 7 contains 296210 members 
Mstep: Class 8 contains 57303 members 
Mstep: Class 9 contains 58008 members 
Mstep: Class 10 contains 22071 members 
Mstep: Class 11 contains 167344 members 
Mstep: Class 12 contains 11709 members 
Mstep: Class 14 contains 44154 members 
Mstep: Class 15 contains 242972 members 
Mstep: Class 16 contains 9653 members 
Mstep: Class 17 contains 54678 members 
Mstep: Class 18 contains 162092 members 
Mstep: Class 19 contains 33400 members 
Mstep: Class 20 contains 11413 members 
Entering Unmasked Estep 
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Iteration 27Q: 20 clusters Score -1.553994e+08 nChanged 22616
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 151160 members 
Mstep: Class 2 contains 8824 members 
Mstep: Class 3 contains 4447 members 
Mstep: Class 4 contains 14316 members 
Mstep: Class 5 contains 3298 members 
Mstep: Class 6 contains 3917 members 
Mstep: Class 7 contains 300144 members 
Mstep: Class 8 contains 59604 members 
Mstep: Class 9 contains 57177 members 
Mstep: Class 10 contains 20538 members 
Mstep: Class 11 contains 170841 members 
Mstep: Class 12 contains 11685 members 
Mstep: Class 14 contains 44171 members 
Mstep: Class 15 contains 242076 members 
Mstep: Class 16 contains 8575 members 
Mstep: Class 17 contains 54770 members 
Mstep: Class 18 contains 159913 members 
Mstep: Class 19 contains 33347 members 
Mstep: Class 20 contains 11414 members 
Entering Unmasked Estep 
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Iteration 28Q: 20 clusters Score -1.554053e+08 nChanged 20746
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 146378 members 
Mstep: Class 2 contains 8742 members 
Mstep: Class 3 contains 4588 members 
Mstep: Class 4 contains 16086 members 
Mstep: Class 5 contains 3268 members 
Mstep: Class 6 contains 3930 members 
Mstep: Class 7 contains 303715 members 
Mstep: Class 8 contains 61618 members 
Mstep: Class 9 contains 56271 members 
Mstep: Class 10 contains 19064 members 
Mstep: Class 11 contains 173387 members 
Mstep: Class 12 contains 11657 members 
Mstep: Class 14 contains 44217 members 
Mstep: Class 15 contains 241411 members 
Mstep: Class 16 contains 7809 members 
Mstep: Class 17 contains 54865 members 
Mstep: Class 18 contains 158523 members 
Mstep: Class 19 contains 33272 members 
Mstep: Class 20 contains 11416 members 
Entering Unmasked Estep 
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Iteration 29Q: 20 clusters Score -1.554095e+08 nChanged 18282
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 142249 members 
Mstep: Class 2 contains 8660 members 
Mstep: Class 3 contains 4720 members 
Mstep: Class 4 contains 17506 members 
Mstep: Class 5 contains 3238 members 
Mstep: Class 6 contains 3920 members 
Mstep: Class 7 contains 306715 members 
Mstep: Class 8 contains 63462 members 
Mstep: Class 9 contains 55304 members 
Mstep: Class 10 contains 17780 members 
Mstep: Class 11 contains 175355 members 
Mstep: Class 12 contains 11645 members 
Mstep: Class 14 contains 44270 members 
Mstep: Class 15 contains 241038 members 
Mstep: Class 16 contains 7353 members 
Mstep: Class 17 contains 54951 members 
Mstep: Class 18 contains 157547 members 
Mstep: Class 19 contains 33084 members 
Mstep: Class 20 contains 11420 members 
Entering Unmasked Estep 
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Iteration 30Q: 20 clusters Score -1.554133e+08 nChanged 15868
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 138665 members 
Mstep: Class 2 contains 8586 members 
Mstep: Class 3 contains 4847 members 
Mstep: Class 4 contains 18628 members 
Mstep: Class 5 contains 3213 members 
Mstep: Class 6 contains 3892 members 
Mstep: Class 7 contains 309239 members 
Mstep: Class 8 contains 65044 members 
Mstep: Class 9 contains 54392 members 
Mstep: Class 10 contains 16708 members 
Mstep: Class 11 contains 176891 members 
Mstep: Class 12 contains 11632 members 
Mstep: Class 14 contains 44297 members 
Mstep: Class 15 contains 241036 members 
Mstep: Class 16 contains 7083 members 
Mstep: Class 17 contains 55032 members 
Mstep: Class 18 contains 156794 members 
Mstep: Class 19 contains 32819 members 
Mstep: Class 20 contains 11419 members 
Entering Unmasked Estep 
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Iteration 31Q: 20 clusters Score -1.554147e+08 nChanged 13674
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 135405 members 
Mstep: Class 2 contains 8520 members 
Mstep: Class 3 contains 4930 members 
Mstep: Class 4 contains 19573 members 
Mstep: Class 5 contains 3180 members 
Mstep: Class 6 contains 3862 members 
Mstep: Class 7 contains 311555 members 
Mstep: Class 8 contains 66477 members 
Mstep: Class 9 contains 53540 members 
Mstep: Class 10 contains 15811 members 
Mstep: Class 11 contains 178137 members 
Mstep: Class 12 contains 11614 members 
Mstep: Class 14 contains 44309 members 
Mstep: Class 15 contains 241183 members 
Mstep: Class 16 contains 6879 members 
Mstep: Class 17 contains 55113 members 
Mstep: Class 18 contains 156134 members 
Mstep: Class 19 contains 32576 members 
Mstep: Class 20 contains 11419 members 
Entering Unmasked Estep 
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Iteration 32Q: 20 clusters Score -1.554163e+08 nChanged 12133
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 132435 members 
Mstep: Class 2 contains 8453 members 
Mstep: Class 3 contains 5002 members 
Mstep: Class 4 contains 20325 members 
Mstep: Class 5 contains 3159 members 
Mstep: Class 6 contains 3828 members 
Mstep: Class 7 contains 313595 members 
Mstep: Class 8 contains 67742 members 
Mstep: Class 9 contains 52754 members 
Mstep: Class 10 contains 15091 members 
Mstep: Class 11 contains 179260 members 
Mstep: Class 12 contains 11600 members 
Mstep: Class 14 contains 44328 members 
Mstep: Class 15 contains 241529 members 
Mstep: Class 16 contains 6764 members 
Mstep: Class 17 contains 55198 members 
Mstep: Class 18 contains 155424 members 
Mstep: Class 19 contains 32310 members 
Mstep: Class 20 contains 11420 members 
Entering Unmasked Estep 
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Iteration 33Q: 20 clusters Score -1.554167e+08 nChanged 10713
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 129675 members 
Mstep: Class 2 contains 8392 members 
Mstep: Class 3 contains 5080 members 
Mstep: Class 4 contains 20950 members 
Mstep: Class 5 contains 3142 members 
Mstep: Class 6 contains 3794 members 
Mstep: Class 7 contains 315452 members 
Mstep: Class 8 contains 68812 members 
Mstep: Class 9 contains 52121 members 
Mstep: Class 10 contains 14506 members 
Mstep: Class 11 contains 180295 members 
Mstep: Class 12 contains 11597 members 
Mstep: Class 14 contains 44334 members 
Mstep: Class 15 contains 241989 members 
Mstep: Class 16 contains 6667 members 
Mstep: Class 17 contains 55263 members 
Mstep: Class 18 contains 154715 members 
Mstep: Class 19 contains 32009 members 
Mstep: Class 20 contains 11424 members 
Entering Unmasked Estep 
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Iteration 34Q: 20 clusters Score -1.554156e+08 nChanged 9124
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 127239 members 
Mstep: Class 2 contains 8337 members 
Mstep: Class 3 contains 5143 members 
Mstep: Class 4 contains 21385 members 
Mstep: Class 5 contains 3128 members 
Mstep: Class 6 contains 3763 members 
Mstep: Class 7 contains 316971 members 
Mstep: Class 8 contains 69791 members 
Mstep: Class 9 contains 51569 members 
Mstep: Class 10 contains 14040 members 
Mstep: Class 11 contains 181202 members 
Mstep: Class 12 contains 11602 members 
Mstep: Class 14 contains 44337 members 
Mstep: Class 15 contains 242598 members 
Mstep: Class 16 contains 6610 members 
Mstep: Class 17 contains 55313 members 
Mstep: Class 18 contains 154028 members 
Mstep: Class 19 contains 31735 members 
Mstep: Class 20 contains 11426 members 
Entering Unmasked Estep 
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Iteration 35Q: 20 clusters Score -1.554152e+08 nChanged 8016
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 125012 members 
Mstep: Class 2 contains 8287 members 
Mstep: Class 3 contains 5190 members 
Mstep: Class 4 contains 21753 members 
Mstep: Class 5 contains 3118 members 
Mstep: Class 6 contains 3758 members 
Mstep: Class 7 contains 318372 members 
Mstep: Class 8 contains 70582 members 
Mstep: Class 9 contains 51147 members 
Mstep: Class 10 contains 13642 members 
Mstep: Class 11 contains 182100 members 
Mstep: Class 12 contains 11611 members 
Mstep: Class 14 contains 44354 members 
Mstep: Class 15 contains 243151 members 
Mstep: Class 16 contains 6570 members 
Mstep: Class 17 contains 55359 members 
Mstep: Class 18 contains 153333 members 
Mstep: Class 19 contains 31448 members 
Mstep: Class 20 contains 11430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155414704.000000 Penalty: 66548.414062
Iteration 36Q: 20 clusters Score -1.554147e+08 nChanged 7037
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 122996 members 
Mstep: Class 2 contains 8233 members 
Mstep: Class 3 contains 5234 members 
Mstep: Class 4 contains 22083 members 
Mstep: Class 5 contains 3101 members 
Mstep: Class 6 contains 3740 members 
Mstep: Class 7 contains 319490 members 
Mstep: Class 8 contains 71344 members 
Mstep: Class 9 contains 50789 members 
Mstep: Class 10 contains 13326 members 
Mstep: Class 11 contains 182967 members 
Mstep: Class 12 contains 11632 members 
Mstep: Class 14 contains 44362 members 
Mstep: Class 15 contains 243709 members 
Mstep: Class 16 contains 6554 members 
Mstep: Class 17 contains 55401 members 
Mstep: Class 18 contains 152626 members 
Mstep: Class 19 contains 31196 members 
Mstep: Class 20 contains 11434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155414464.000000 Penalty: 66548.414062
Iteration 37Q: 20 clusters Score -1.554145e+08 nChanged 6233
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 121201 members 
Mstep: Class 2 contains 8178 members 
Mstep: Class 3 contains 5270 members 
Mstep: Class 4 contains 22359 members 
Mstep: Class 5 contains 3095 members 
Mstep: Class 6 contains 3709 members 
Mstep: Class 7 contains 320571 members 
Mstep: Class 8 contains 71994 members 
Mstep: Class 9 contains 50473 members 
Mstep: Class 10 contains 13093 members 
Mstep: Class 11 contains 183814 members 
Mstep: Class 12 contains 11642 members 
Mstep: Class 14 contains 44360 members 
Mstep: Class 15 contains 244192 members 
Mstep: Class 16 contains 6523 members 
Mstep: Class 17 contains 55457 members 
Mstep: Class 18 contains 151900 members 
Mstep: Class 19 contains 30950 members 
Mstep: Class 20 contains 11436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155413280.000000 Penalty: 66548.414062
Iteration 38Q: 20 clusters Score -1.554133e+08 nChanged 5333
Entering ConstructFrom: 
Score: -155413280.000000 Penalty: 66548.414062
Entering ConstructFrom: 
Trying to split cluster 1 (119632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119632 members 
Entering Unmasked Estep 
Score: -13177461.000000 Penalty: 2899.659668
	Iteration 0F: 2 clusters Score -1.317746e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59748 members 
Mstep: Class 2 contains 59884 members 
Entering Unmasked Estep 
Score: -13097333.000000 Penalty: 5799.319336
	Iteration 0F: 3 clusters Score -1.309733e+07 nChanged 57184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60480 members 
Mstep: Class 2 contains 59152 members 
Entering Unmasked Estep 
Score: -13132054.000000 Penalty: 5799.319336
	Iteration 1F: 3 clusters Score -1.313205e+07 nChanged 6078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60924 members 
Mstep: Class 2 contains 58708 members 
Entering Unmasked Estep 
Score: -13135596.000000 Penalty: 5799.319336
	Iteration 2F: 3 clusters Score -1.31356e+07 nChanged 7806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61512 members 
Mstep: Class 2 contains 58120 members 
Entering Unmasked Estep 
Score: -13142527.000000 Penalty: 5799.319336
	Iteration 3F: 3 clusters Score -1.314253e+07 nChanged 9446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61304 members 
Mstep: Class 2 contains 58328 members 
Entering Unmasked Estep 
Score: -13151239.000000 Penalty: 5799.319336
	Iteration 4F: 3 clusters Score -1.315124e+07 nChanged 9851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59549 members 
Mstep: Class 2 contains 60083 members 
Entering Unmasked Estep 
Score: -13158812.000000 Penalty: 5799.319336
	Iteration 5F: 3 clusters Score -1.315881e+07 nChanged 8546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56985 members 
Mstep: Class 2 contains 62647 members 
Entering Unmasked Estep 
Score: -13164293.000000 Penalty: 5799.319336
	Iteration 6F: 3 clusters Score -1.316429e+07 nChanged 6891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54018 members 
Mstep: Class 2 contains 65614 members 
Entering Unmasked Estep 
Score: -13168106.000000 Penalty: 5799.319336
	Iteration 7F: 3 clusters Score -1.316811e+07 nChanged 5410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50912 members 
Mstep: Class 2 contains 68720 members 
Entering Unmasked Estep 
Score: -13170704.000000 Penalty: 5799.319336
	Iteration 8Q: 3 clusters Score -1.31707e+07 nChanged 4496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47638 members 
Mstep: Class 2 contains 71994 members 
Entering Unmasked Estep 
Score: -13173129.000000 Penalty: 5799.319336
	Iteration 9Q: 3 clusters Score -1.317313e+07 nChanged 3974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44326 members 
Mstep: Class 2 contains 75306 members 
Entering Unmasked Estep 
Score: -13175406.000000 Penalty: 5799.319336
	Iteration 10Q: 3 clusters Score -1.317541e+07 nChanged 3719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40953 members 
Mstep: Class 2 contains 78679 members 
Entering Unmasked Estep 
Score: -13177708.000000 Penalty: 5799.319336
	Iteration 11Q: 3 clusters Score -1.317771e+07 nChanged 3375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37828 members 
Mstep: Class 2 contains 81804 members 
Entering Unmasked Estep 
Score: -13179484.000000 Penalty: 5799.319336
	Iteration 12Q: 3 clusters Score -1.317948e+07 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34885 members 
Mstep: Class 2 contains 84747 members 
Entering Unmasked Estep 
Score: -13181070.000000 Penalty: 5799.319336
	Iteration 13Q: 3 clusters Score -1.318107e+07 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32139 members 
Mstep: Class 2 contains 87493 members 
Entering Unmasked Estep 
Score: -13182548.000000 Penalty: 5799.319336
	Iteration 14Q: 3 clusters Score -1.318255e+07 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29582 members 
Mstep: Class 2 contains 90050 members 
Entering Unmasked Estep 
Score: -13183908.000000 Penalty: 5799.319336
	Iteration 15Q: 3 clusters Score -1.318391e+07 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27260 members 
Mstep: Class 2 contains 92372 members 
Entering Unmasked Estep 
Score: -13185225.000000 Penalty: 5799.319336
	Iteration 16Q: 3 clusters Score -1.318522e+07 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25166 members 
Mstep: Class 2 contains 94466 members 
Entering Unmasked Estep 
Score: -13186309.000000 Penalty: 5799.319336
	Iteration 17Q: 3 clusters Score -1.318631e+07 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23386 members 
Mstep: Class 2 contains 96246 members 
Entering Unmasked Estep 
Score: -13187073.000000 Penalty: 5799.319336
	Iteration 18Q: 3 clusters Score -1.318707e+07 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21879 members 
Mstep: Class 2 contains 97753 members 
Entering Unmasked Estep 
Score: -13187639.000000 Penalty: 5799.319336
	Iteration 19Q: 3 clusters Score -1.318764e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20585 members 
Mstep: Class 2 contains 99047 members 
Entering Unmasked Estep 
Score: -13188038.000000 Penalty: 5799.319336
	Iteration 20F: 3 clusters Score -1.318804e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19410 members 
Mstep: Class 2 contains 100222 members 
Entering Unmasked Estep 
Score: -13188552.000000 Penalty: 5799.319336
	Iteration 21Q: 3 clusters Score -1.318855e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18341 members 
Mstep: Class 2 contains 101291 members 
Entering Unmasked Estep 
Score: -13188833.000000 Penalty: 5799.319336
	Iteration 22Q: 3 clusters Score -1.318883e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17357 members 
Mstep: Class 2 contains 102275 members 
Entering Unmasked Estep 
Score: -13189144.000000 Penalty: 5799.319336
	Iteration 23Q: 3 clusters Score -1.318914e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16469 members 
Mstep: Class 2 contains 103163 members 
Entering Unmasked Estep 
Score: -13189531.000000 Penalty: 5799.319336
	Iteration 24Q: 3 clusters Score -1.318953e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15674 members 
Mstep: Class 2 contains 103958 members 
Entering Unmasked Estep 
Score: -13189870.000000 Penalty: 5799.319336
	Iteration 25Q: 3 clusters Score -1.318987e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15021 members 
Mstep: Class 2 contains 104611 members 
Entering Unmasked Estep 
Score: -13190065.000000 Penalty: 5799.319336
	Iteration 26Q: 3 clusters Score -1.319006e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14511 members 
Mstep: Class 2 contains 105121 members 
Entering Unmasked Estep 
Score: -13190222.000000 Penalty: 5799.319336
	Iteration 27Q: 3 clusters Score -1.319022e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14098 members 
Mstep: Class 2 contains 105534 members 
Entering Unmasked Estep 
Score: -13190354.000000 Penalty: 5799.319336
	Iteration 28Q: 3 clusters Score -1.319035e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13797 members 
Mstep: Class 2 contains 105835 members 
Entering Unmasked Estep 
Score: -13190407.000000 Penalty: 5799.319336
	Iteration 29Q: 3 clusters Score -1.319041e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13559 members 
Mstep: Class 2 contains 106073 members 
Entering Unmasked Estep 
Score: -13190412.000000 Penalty: 5799.319336
	Iteration 30Q: 3 clusters Score -1.319041e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13384 members 
Mstep: Class 2 contains 106248 members 
Entering Unmasked Estep 
Score: -13190423.000000 Penalty: 5799.319336
	Iteration 31Q: 3 clusters Score -1.319042e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13264 members 
Mstep: Class 2 contains 106368 members 
Entering Unmasked Estep 
Score: -13190454.000000 Penalty: 5799.319336
	Iteration 32Q: 3 clusters Score -1.319045e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13168 members 
Mstep: Class 2 contains 106464 members 
Entering Unmasked Estep 
Score: -13190468.000000 Penalty: 5799.319336
	Iteration 33Q: 3 clusters Score -1.319047e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13075 members 
Mstep: Class 2 contains 106557 members 
Entering Unmasked Estep 
Score: -13190453.000000 Penalty: 5799.319336
	Iteration 34Q: 3 clusters Score -1.319045e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13013 members 
Mstep: Class 2 contains 106619 members 
Entering Unmasked Estep 
Score: -13190448.000000 Penalty: 5799.319336
	Iteration 35Q: 3 clusters Score -1.319045e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12974 members 
Mstep: Class 2 contains 106658 members 
Entering Unmasked Estep 
Score: -13190453.000000 Penalty: 5799.319336
	Iteration 36Q: 3 clusters Score -1.319045e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12953 members 
Mstep: Class 2 contains 106679 members 
Entering Unmasked Estep 
Score: -13190456.000000 Penalty: 5799.319336
	Iteration 37Q: 3 clusters Score -1.319046e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12948 members 
Mstep: Class 2 contains 106684 members 
Entering Unmasked Estep 
Score: -13190457.000000 Penalty: 5799.319336
	Iteration 38Q: 3 clusters Score -1.319046e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 106691 members 
Entering Unmasked Estep 
Score: -13190456.000000 Penalty: 5799.319336
	Iteration 39Q: 3 clusters Score -1.319046e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 106701 members 
Entering Unmasked Estep 
Score: -13190469.000000 Penalty: 5799.319336
	Iteration 40F: 3 clusters Score -1.319047e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12919 members 
Mstep: Class 2 contains 106713 members 
Entering Unmasked Estep 
Score: -13190454.000000 Penalty: 5799.319336
	Iteration 41Q: 3 clusters Score -1.319045e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12905 members 
Mstep: Class 2 contains 106727 members 
Entering Unmasked Estep 
Score: -13190461.000000 Penalty: 5799.319336
	Iteration 42Q: 3 clusters Score -1.319046e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 106740 members 
Entering Unmasked Estep 
Score: -13190472.000000 Penalty: 5799.319336
	Iteration 43Q: 3 clusters Score -1.319047e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12886 members 
Mstep: Class 2 contains 106746 members 
Entering Unmasked Estep 
Score: -13190470.000000 Penalty: 5799.319336
	Iteration 44Q: 3 clusters Score -1.319047e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12883 members 
Mstep: Class 2 contains 106749 members 
Entering Unmasked Estep 
Score: -13190477.000000 Penalty: 5799.319336
	Iteration 45Q: 3 clusters Score -1.319048e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 106753 members 
Entering Unmasked Estep 
Score: -13190475.000000 Penalty: 5799.319336
	Iteration 46Q: 3 clusters Score -1.319048e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 106753 members 
Entering Unmasked Estep 
Score: -13190475.000000 Penalty: 5799.319336
	Iteration 47F: 3 clusters Score -1.319048e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 8131 members 
Mstep: Class 3 contains 5300 members 
Mstep: Class 4 contains 22570 members 
Mstep: Class 5 contains 3083 members 
Mstep: Class 6 contains 3681 members 
Mstep: Class 7 contains 321460 members 
Mstep: Class 8 contains 72504 members 
Mstep: Class 9 contains 50219 members 
Mstep: Class 10 contains 12918 members 
Mstep: Class 11 contains 184609 members 
Mstep: Class 12 contains 11662 members 
Mstep: Class 13 contains 106753 members 
Mstep: Class 14 contains 44368 members 
Mstep: Class 15 contains 244694 members 
Mstep: Class 16 contains 6515 members 
Mstep: Class 17 contains 55501 members 
Mstep: Class 18 contains 151212 members 
Mstep: Class 19 contains 30721 members 
Mstep: Class 20 contains 11437 members 
Entering Unmasked Estep 
Score: -155423600.000000 Penalty: 70050.960938
Splitting cluster 1 changes total score from -155413280.000000 to -155423600.000000
So it's getting split into cluster 13.
Entering ConstructFrom: 
Trying to split cluster 2 (8131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Entering Unmasked Estep 
Score: -859101.125000 Penalty: 2232.852783
	Iteration 0F: 2 clusters Score -859101.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -852678.937500 Penalty: 4465.705566
	Iteration 0F: 3 clusters Score -852678.9 nChanged 3379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -855357.000000 Penalty: 4465.705566
	Iteration 1F: 3 clusters Score -855357 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -857060.250000 Penalty: 4465.705566
	Iteration 2F: 3 clusters Score -857060.2 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -859096.937500 Penalty: 4465.705566
	Iteration 3F: 3 clusters Score -859096.9 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -860279.375000 Penalty: 4465.705566
	Iteration 4F: 3 clusters Score -860279.4 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -860850.062500 Penalty: 4465.705566
	Iteration 5F: 3 clusters Score -860850.1 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -861090.187500 Penalty: 4465.705566
	Iteration 6Q: 3 clusters Score -861090.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -861179.562500 Penalty: 4465.705566
	Iteration 7Q: 3 clusters Score -861179.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -861229.687500 Penalty: 4465.705566
	Iteration 8Q: 3 clusters Score -861229.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -861259.375000 Penalty: 4465.705566
	Iteration 9Q: 3 clusters Score -861259.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -861279.375000 Penalty: 4465.705566
	Iteration 10Q: 3 clusters Score -861279.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -861300.250000 Penalty: 4465.705566
	Iteration 11Q: 3 clusters Score -861300.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -861322.000000 Penalty: 4465.705566
	Iteration 12Q: 3 clusters Score -861322 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -861340.562500 Penalty: 4465.705566
	Iteration 13Q: 3 clusters Score -861340.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -861362.250000 Penalty: 4465.705566
	Iteration 14Q: 3 clusters Score -861362.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -861380.875000 Penalty: 4465.705566
	Iteration 15Q: 3 clusters Score -861380.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -861392.375000 Penalty: 4465.705566
	Iteration 16Q: 3 clusters Score -861392.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -861397.750000 Penalty: 4465.705566
	Iteration 17Q: 3 clusters Score -861397.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -861404.625000 Penalty: 4465.705566
	Iteration 18Q: 3 clusters Score -861404.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -861407.187500 Penalty: 4465.705566
	Iteration 19Q: 3 clusters Score -861407.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -861407.500000 Penalty: 4465.705566
	Iteration 20F: 3 clusters Score -861407.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -861412.312500 Penalty: 4465.705566
	Iteration 21Q: 3 clusters Score -861412.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -861418.000000 Penalty: 4465.705566
	Iteration 22Q: 3 clusters Score -861418 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -861422.500000 Penalty: 4465.705566
	Iteration 23Q: 3 clusters Score -861422.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -861426.812500 Penalty: 4465.705566
	Iteration 24Q: 3 clusters Score -861426.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -861430.250000 Penalty: 4465.705566
	Iteration 25Q: 3 clusters Score -861430.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -861436.437500 Penalty: 4465.705566
	Iteration 26Q: 3 clusters Score -861436.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -861438.375000 Penalty: 4465.705566
	Iteration 27Q: 3 clusters Score -861438.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -861441.375000 Penalty: 4465.705566
	Iteration 28Q: 3 clusters Score -861441.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -861444.187500 Penalty: 4465.705566
	Iteration 29Q: 3 clusters Score -861444.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -861445.250000 Penalty: 4465.705566
	Iteration 30Q: 3 clusters Score -861445.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -861447.375000 Penalty: 4465.705566
	Iteration 31Q: 3 clusters Score -861447.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -861448.937500 Penalty: 4465.705566
	Iteration 32Q: 3 clusters Score -861448.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -861449.687500 Penalty: 4465.705566
	Iteration 33Q: 3 clusters Score -861449.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -861450.437500 Penalty: 4465.705566
	Iteration 34Q: 3 clusters Score -861450.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -861449.687500 Penalty: 4465.705566
	Iteration 35Q: 3 clusters Score -861449.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -861449.687500 Penalty: 4465.705566
	Iteration 36F: 3 clusters Score -861449.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 1726 members 
Mstep: Class 3 contains 5300 members 
Mstep: Class 4 contains 22570 members 
Mstep: Class 5 contains 3083 members 
Mstep: Class 6 contains 3681 members 
Mstep: Class 7 contains 321460 members 
Mstep: Class 8 contains 72504 members 
Mstep: Class 9 contains 50219 members 
Mstep: Class 10 contains 12918 members 
Mstep: Class 11 contains 184609 members 
Mstep: Class 12 contains 11662 members 
Mstep: Class 13 contains 106753 members 
Mstep: Class 14 contains 44368 members 
Mstep: Class 15 contains 244694 members 
Mstep: Class 16 contains 6515 members 
Mstep: Class 17 contains 55501 members 
Mstep: Class 18 contains 151212 members 
Mstep: Class 19 contains 30721 members 
Mstep: Class 20 contains 11437 members 
Mstep: Class 21 contains 6405 members 
Entering Unmasked Estep 
Score: -155425120.000000 Penalty: 73553.507812
Splitting cluster 2 changes total score from -155413280.000000 to -155425120.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 3 (5300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Entering Unmasked Estep 
Score: -596536.062500 Penalty: 2126.714600
	Iteration 0F: 2 clusters Score -596536.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -591961.062500 Penalty: 4253.429199
	Iteration 0F: 3 clusters Score -591961.1 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -593677.812500 Penalty: 4253.429199
	Iteration 1F: 3 clusters Score -593677.8 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -594162.312500 Penalty: 4253.429199
	Iteration 2F: 3 clusters Score -594162.3 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -594608.562500 Penalty: 4253.429199
	Iteration 3F: 3 clusters Score -594608.6 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -595088.375000 Penalty: 4253.429199
	Iteration 4F: 3 clusters Score -595088.4 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -595577.687500 Penalty: 4253.429199
	Iteration 5F: 3 clusters Score -595577.7 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -595953.937500 Penalty: 4253.429199
	Iteration 6F: 3 clusters Score -595953.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -596222.875000 Penalty: 4253.429199
	Iteration 7Q: 3 clusters Score -596222.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -596363.812500 Penalty: 4253.429199
	Iteration 8Q: 3 clusters Score -596363.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -596451.812500 Penalty: 4253.429199
	Iteration 9Q: 3 clusters Score -596451.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -596507.875000 Penalty: 4253.429199
	Iteration 10Q: 3 clusters Score -596507.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -596544.500000 Penalty: 4253.429199
	Iteration 11Q: 3 clusters Score -596544.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -596578.000000 Penalty: 4253.429199
	Iteration 12Q: 3 clusters Score -596578 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -596595.625000 Penalty: 4253.429199
	Iteration 13Q: 3 clusters Score -596595.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -596611.937500 Penalty: 4253.429199
	Iteration 14Q: 3 clusters Score -596611.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -596629.125000 Penalty: 4253.429199
	Iteration 15Q: 3 clusters Score -596629.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -596638.625000 Penalty: 4253.429199
	Iteration 16Q: 3 clusters Score -596638.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -596645.312500 Penalty: 4253.429199
	Iteration 17Q: 3 clusters Score -596645.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -596646.625000 Penalty: 4253.429199
	Iteration 18Q: 3 clusters Score -596646.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -596646.625000 Penalty: 4253.429199
	Iteration 19Q: 3 clusters Score -596646.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -596648.562500 Penalty: 4253.429199
	Iteration 20F: 3 clusters Score -596648.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -596654.125000 Penalty: 4253.429199
	Iteration 21Q: 3 clusters Score -596654.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -596655.375000 Penalty: 4253.429199
	Iteration 22Q: 3 clusters Score -596655.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -596655.375000 Penalty: 4253.429199
	Iteration 23F: 3 clusters Score -596655.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 1726 members 
Mstep: Class 3 contains 5062 members 
Mstep: Class 4 contains 22570 members 
Mstep: Class 5 contains 3083 members 
Mstep: Class 6 contains 3681 members 
Mstep: Class 7 contains 321460 members 
Mstep: Class 8 contains 72504 members 
Mstep: Class 9 contains 50219 members 
Mstep: Class 10 contains 12918 members 
Mstep: Class 11 contains 184609 members 
Mstep: Class 12 contains 11662 members 
Mstep: Class 13 contains 106753 members 
Mstep: Class 14 contains 44368 members 
Mstep: Class 15 contains 244694 members 
Mstep: Class 16 contains 6515 members 
Mstep: Class 17 contains 55501 members 
Mstep: Class 18 contains 151212 members 
Mstep: Class 19 contains 30721 members 
Mstep: Class 20 contains 11437 members 
Mstep: Class 21 contains 6405 members 
Mstep: Class 22 contains 238 members 
Entering Unmasked Estep 
Score: -155423504.000000 Penalty: 77056.054688
Splitting cluster 3 changes total score from -155413280.000000 to -155423504.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 4 (22570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22570 members 
Entering Unmasked Estep 
Score: -2572609.500000 Penalty: 2486.045410
	Iteration 0F: 2 clusters Score -2572610 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -2557000.750000 Penalty: 4972.090820
	Iteration 0F: 3 clusters Score -2557001 nChanged 9995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -2562903.000000 Penalty: 4972.090820
	Iteration 1F: 3 clusters Score -2562903 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 12125 members 
Entering Unmasked Estep 
Score: -2564835.750000 Penalty: 4972.090820
	Iteration 2F: 3 clusters Score -2564836 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 13018 members 
Entering Unmasked Estep 
Score: -2569748.000000 Penalty: 4972.090820
	Iteration 3F: 3 clusters Score -2569748 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 14201 members 
Entering Unmasked Estep 
Score: -2575953.500000 Penalty: 4972.090820
	Iteration 4F: 3 clusters Score -2575954 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 15183 members 
Entering Unmasked Estep 
Score: -2578569.250000 Penalty: 4972.090820
	Iteration 5F: 3 clusters Score -2578569 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 15698 members 
Entering Unmasked Estep 
Score: -2579113.250000 Penalty: 4972.090820
	Iteration 6Q: 3 clusters Score -2579113 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 15996 members 
Entering Unmasked Estep 
Score: -2579300.250000 Penalty: 4972.090820
	Iteration 7Q: 3 clusters Score -2579300 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 16227 members 
Entering Unmasked Estep 
Score: -2579399.750000 Penalty: 4972.090820
	Iteration 8Q: 3 clusters Score -2579400 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 16400 members 
Entering Unmasked Estep 
Score: -2579469.750000 Penalty: 4972.090820
	Iteration 9Q: 3 clusters Score -2579470 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 16539 members 
Entering Unmasked Estep 
Score: -2579529.750000 Penalty: 4972.090820
	Iteration 10Q: 3 clusters Score -2579530 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 16649 members 
Entering Unmasked Estep 
Score: -2579575.750000 Penalty: 4972.090820
	Iteration 11Q: 3 clusters Score -2579576 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 16751 members 
Entering Unmasked Estep 
Score: -2579606.250000 Penalty: 4972.090820
	Iteration 12Q: 3 clusters Score -2579606 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 16842 members 
Entering Unmasked Estep 
Score: -2579644.250000 Penalty: 4972.090820
	Iteration 13Q: 3 clusters Score -2579644 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 16929 members 
Entering Unmasked Estep 
Score: -2579668.750000 Penalty: 4972.090820
	Iteration 14Q: 3 clusters Score -2579669 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 17006 members 
Entering Unmasked Estep 
Score: -2579700.750000 Penalty: 4972.090820
	Iteration 15Q: 3 clusters Score -2579701 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 17082 members 
Entering Unmasked Estep 
Score: -2579734.250000 Penalty: 4972.090820
	Iteration 16Q: 3 clusters Score -2579734 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 17146 members 
Entering Unmasked Estep 
Score: -2579758.750000 Penalty: 4972.090820
	Iteration 17Q: 3 clusters Score -2579759 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 17208 members 
Entering Unmasked Estep 
Score: -2579780.500000 Penalty: 4972.090820
	Iteration 18Q: 3 clusters Score -2579780 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 17272 members 
Entering Unmasked Estep 
Score: -2579801.250000 Penalty: 4972.090820
	Iteration 19Q: 3 clusters Score -2579801 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 17330 members 
Entering Unmasked Estep 
Score: -2579817.500000 Penalty: 4972.090820
	Iteration 20F: 3 clusters Score -2579818 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 17383 members 
Entering Unmasked Estep 
Score: -2579832.500000 Penalty: 4972.090820
	Iteration 21Q: 3 clusters Score -2579832 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 17426 members 
Entering Unmasked Estep 
Score: -2579856.000000 Penalty: 4972.090820
	Iteration 22Q: 3 clusters Score -2579856 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 17473 members 
Entering Unmasked Estep 
Score: -2579866.000000 Penalty: 4972.090820
	Iteration 23Q: 3 clusters Score -2579866 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 17515 members 
Entering Unmasked Estep 
Score: -2579878.250000 Penalty: 4972.090820
	Iteration 24Q: 3 clusters Score -2579878 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 17562 members 
Entering Unmasked Estep 
Score: -2579885.250000 Penalty: 4972.090820
	Iteration 25Q: 3 clusters Score -2579885 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 17596 members 
Entering Unmasked Estep 
Score: -2579896.500000 Penalty: 4972.090820
	Iteration 26Q: 3 clusters Score -2579896 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 17637 members 
Entering Unmasked Estep 
Score: -2579910.750000 Penalty: 4972.090820
	Iteration 27Q: 3 clusters Score -2579911 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 17676 members 
Entering Unmasked Estep 
Score: -2579931.250000 Penalty: 4972.090820
	Iteration 28Q: 3 clusters Score -2579931 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 17722 members 
Entering Unmasked Estep 
Score: -2579942.750000 Penalty: 4972.090820
	Iteration 29Q: 3 clusters Score -2579943 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 17765 members 
Entering Unmasked Estep 
Score: -2579961.000000 Penalty: 4972.090820
	Iteration 30Q: 3 clusters Score -2579961 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 17796 members 
Entering Unmasked Estep 
Score: -2579970.750000 Penalty: 4972.090820
	Iteration 31Q: 3 clusters Score -2579971 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 17821 members 
Entering Unmasked Estep 
Score: -2579982.250000 Penalty: 4972.090820
	Iteration 32Q: 3 clusters Score -2579982 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 17846 members 
Entering Unmasked Estep 
Score: -2579988.500000 Penalty: 4972.090820
	Iteration 33Q: 3 clusters Score -2579988 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 17872 members 
Entering Unmasked Estep 
Score: -2579995.250000 Penalty: 4972.090820
	Iteration 34Q: 3 clusters Score -2579995 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 17893 members 
Entering Unmasked Estep 
Score: -2579992.000000 Penalty: 4972.090820
	Iteration 35Q: 3 clusters Score -2579992 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 17915 members 
Entering Unmasked Estep 
Score: -2580005.500000 Penalty: 4972.090820
	Iteration 36Q: 3 clusters Score -2580006 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 17936 members 
Entering Unmasked Estep 
Score: -2580015.500000 Penalty: 4972.090820
	Iteration 37Q: 3 clusters Score -2580016 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 17951 members 
Entering Unmasked Estep 
Score: -2580025.750000 Penalty: 4972.090820
	Iteration 38Q: 3 clusters Score -2580026 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 17967 members 
Entering Unmasked Estep 
Score: -2580030.000000 Penalty: 4972.090820
	Iteration 39Q: 3 clusters Score -2580030 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 17998 members 
Entering Unmasked Estep 
Score: -2580043.250000 Penalty: 4972.090820
	Iteration 40F: 3 clusters Score -2580043 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 18027 members 
Entering Unmasked Estep 
Score: -2580052.250000 Penalty: 4972.090820
	Iteration 41Q: 3 clusters Score -2580052 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 18048 members 
Entering Unmasked Estep 
Score: -2580052.250000 Penalty: 4972.090820
	Iteration 42Q: 3 clusters Score -2580052 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 18076 members 
Entering Unmasked Estep 
Score: -2580064.750000 Penalty: 4972.090820
	Iteration 43Q: 3 clusters Score -2580065 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 18104 members 
Entering Unmasked Estep 
Score: -2580074.250000 Penalty: 4972.090820
	Iteration 44Q: 3 clusters Score -2580074 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 18127 members 
Entering Unmasked Estep 
Score: -2580081.250000 Penalty: 4972.090820
	Iteration 45Q: 3 clusters Score -2580081 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 18146 members 
Entering Unmasked Estep 
Score: -2580091.250000 Penalty: 4972.090820
	Iteration 46Q: 3 clusters Score -2580091 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 18160 members 
Entering Unmasked Estep 
Score: -2580090.750000 Penalty: 4972.090820
	Iteration 47Q: 3 clusters Score -2580091 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 18172 members 
Entering Unmasked Estep 
Score: -2580094.500000 Penalty: 4972.090820
	Iteration 48Q: 3 clusters Score -2580094 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 18183 members 
Entering Unmasked Estep 
Score: -2580097.000000 Penalty: 4972.090820
	Iteration 49Q: 3 clusters Score -2580097 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 18189 members 
Entering Unmasked Estep 
Score: -2580094.250000 Penalty: 4972.090820
	Iteration 50Q: 3 clusters Score -2580094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 18193 members 
Entering Unmasked Estep 
Score: -2580093.000000 Penalty: 4972.090820
	Iteration 51Q: 3 clusters Score -2580093 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 18194 members 
Entering Unmasked Estep 
Score: -2580092.250000 Penalty: 4972.090820
	Iteration 52Q: 3 clusters Score -2580092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 18195 members 
Entering Unmasked Estep 
Score: -2580092.750000 Penalty: 4972.090820
	Iteration 53Q: 3 clusters Score -2580093 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 18196 members 
Entering Unmasked Estep 
Score: -2580094.750000 Penalty: 4972.090820
	Iteration 54Q: 3 clusters Score -2580095 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 18198 members 
Entering Unmasked Estep 
Score: -2580099.500000 Penalty: 4972.090820
	Iteration 55Q: 3 clusters Score -2580100 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 18202 members 
Entering Unmasked Estep 
Score: -2580099.250000 Penalty: 4972.090820
	Iteration 56Q: 3 clusters Score -2580099 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 18208 members 
Entering Unmasked Estep 
Score: -2580095.500000 Penalty: 4972.090820
	Iteration 57Q: 3 clusters Score -2580096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 18214 members 
Entering Unmasked Estep 
Score: -2580098.500000 Penalty: 4972.090820
	Iteration 58Q: 3 clusters Score -2580098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 18218 members 
Entering Unmasked Estep 
Score: -2580100.000000 Penalty: 4972.090820
	Iteration 59Q: 3 clusters Score -2580100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 18220 members 
Entering Unmasked Estep 
Score: -2580100.000000 Penalty: 4972.090820
	Iteration 60F: 3 clusters Score -2580100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 18221 members 
Entering Unmasked Estep 
Score: -2580099.500000 Penalty: 4972.090820
	Iteration 61Q: 3 clusters Score -2580100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 18223 members 
Entering Unmasked Estep 
Score: -2580096.000000 Penalty: 4972.090820
	Iteration 62Q: 3 clusters Score -2580096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 18226 members 
Entering Unmasked Estep 
Score: -2580102.250000 Penalty: 4972.090820
	Iteration 63Q: 3 clusters Score -2580102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 18229 members 
Entering Unmasked Estep 
Score: -2580098.000000 Penalty: 4972.090820
	Iteration 64Q: 3 clusters Score -2580098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 18230 members 
Entering Unmasked Estep 
Score: -2580097.000000 Penalty: 4972.090820
	Iteration 65Q: 3 clusters Score -2580097 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 18231 members 
Entering Unmasked Estep 
Score: -2580098.250000 Penalty: 4972.090820
	Iteration 66Q: 3 clusters Score -2580098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 18234 members 
Entering Unmasked Estep 
Score: -2580096.000000 Penalty: 4972.090820
	Iteration 67Q: 3 clusters Score -2580096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 18236 members 
Entering Unmasked Estep 
Score: -2580096.250000 Penalty: 4972.090820
	Iteration 68Q: 3 clusters Score -2580096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 18239 members 
Entering Unmasked Estep 
Score: -2580093.750000 Penalty: 4972.090820
	Iteration 69Q: 3 clusters Score -2580094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 18240 members 
Entering Unmasked Estep 
Score: -2580094.250000 Penalty: 4972.090820
	Iteration 70Q: 3 clusters Score -2580094 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 18240 members 
Entering Unmasked Estep 
Score: -2580094.250000 Penalty: 4972.090820
	Iteration 71F: 3 clusters Score -2580094 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 1726 members 
Mstep: Class 3 contains 5062 members 
Mstep: Class 4 contains 4330 members 
Mstep: Class 5 contains 3083 members 
Mstep: Class 6 contains 3681 members 
Mstep: Class 7 contains 321460 members 
Mstep: Class 8 contains 72504 members 
Mstep: Class 9 contains 50219 members 
Mstep: Class 10 contains 12918 members 
Mstep: Class 11 contains 184609 members 
Mstep: Class 12 contains 11662 members 
Mstep: Class 13 contains 106753 members 
Mstep: Class 14 contains 44368 members 
Mstep: Class 15 contains 244694 members 
Mstep: Class 16 contains 6515 members 
Mstep: Class 17 contains 55501 members 
Mstep: Class 18 contains 151212 members 
Mstep: Class 19 contains 30721 members 
Mstep: Class 20 contains 11437 members 
Mstep: Class 21 contains 6405 members 
Mstep: Class 22 contains 238 members 
Mstep: Class 23 contains 18240 members 
Entering Unmasked Estep 
Score: -155428816.000000 Penalty: 80558.601562
Splitting cluster 4 changes total score from -155413280.000000 to -155428816.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 5 (3083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Entering Unmasked Estep 
Score: -292255.000000 Penalty: 1992.347168
	Iteration 0F: 2 clusters Score -292255 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -289151.750000 Penalty: 3984.694336
	Iteration 0F: 3 clusters Score -289151.8 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -292026.062500 Penalty: 3984.694336
	Iteration 1F: 3 clusters Score -292026.1 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -294028.937500 Penalty: 3984.694336
	Iteration 2F: 3 clusters Score -294028.9 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -294964.531250 Penalty: 3984.694336
	Iteration 3F: 3 clusters Score -294964.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -295281.562500 Penalty: 3984.694336
	Iteration 4Q: 3 clusters Score -295281.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -295423.875000 Penalty: 3984.694336
	Iteration 5Q: 3 clusters Score -295423.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -295494.125000 Penalty: 3984.694336
	Iteration 6Q: 3 clusters Score -295494.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -295523.312500 Penalty: 3984.694336
	Iteration 7Q: 3 clusters Score -295523.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -295534.156250 Penalty: 3984.694336
	Iteration 8Q: 3 clusters Score -295534.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -295540.718750 Penalty: 3984.694336
	Iteration 9Q: 3 clusters Score -295540.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -295550.125000 Penalty: 3984.694336
	Iteration 10Q: 3 clusters Score -295550.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -295565.718750 Penalty: 3984.694336
	Iteration 11Q: 3 clusters Score -295565.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -295574.468750 Penalty: 3984.694336
	Iteration 12Q: 3 clusters Score -295574.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -295579.062500 Penalty: 3984.694336
	Iteration 13Q: 3 clusters Score -295579.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -295580.250000 Penalty: 3984.694336
	Iteration 14Q: 3 clusters Score -295580.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -295580.250000 Penalty: 3984.694336
	Iteration 15F: 3 clusters Score -295580.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 1726 members 
Mstep: Class 3 contains 5062 members 
Mstep: Class 4 contains 4330 members 
Mstep: Class 5 contains 2451 members 
Mstep: Class 6 contains 3681 members 
Mstep: Class 7 contains 321460 members 
Mstep: Class 8 contains 72504 members 
Mstep: Class 9 contains 50219 members 
Mstep: Class 10 contains 12918 members 
Mstep: Class 11 contains 184609 members 
Mstep: Class 12 contains 11662 members 
Mstep: Class 13 contains 106753 members 
Mstep: Class 14 contains 44368 members 
Mstep: Class 15 contains 244694 members 
Mstep: Class 16 contains 6515 members 
Mstep: Class 17 contains 55501 members 
Mstep: Class 18 contains 151212 members 
Mstep: Class 19 contains 30721 members 
Mstep: Class 20 contains 11437 members 
Mstep: Class 21 contains 6405 members 
Mstep: Class 22 contains 238 members 
Mstep: Class 23 contains 18240 members 
Mstep: Class 24 contains 632 members 
Entering Unmasked Estep 
Score: -155430352.000000 Penalty: 84061.156250
Splitting cluster 5 changes total score from -155413280.000000 to -155430352.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 6 (3681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Entering Unmasked Estep 
Score: -384691.687500 Penalty: 2036.312988
	Iteration 0F: 2 clusters Score -384691.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -381035.093750 Penalty: 4072.625977
	Iteration 0F: 3 clusters Score -381035.1 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -381915.968750 Penalty: 4072.625977
	Iteration 1F: 3 clusters Score -381916 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -382336.531250 Penalty: 4072.625977
	Iteration 2F: 3 clusters Score -382336.5 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -382863.375000 Penalty: 4072.625977
	Iteration 3F: 3 clusters Score -382863.4 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -383318.000000 Penalty: 4072.625977
	Iteration 4F: 3 clusters Score -383318 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -383748.031250 Penalty: 4072.625977
	Iteration 5F: 3 clusters Score -383748 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -384265.937500 Penalty: 4072.625977
	Iteration 6F: 3 clusters Score -384265.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -384953.500000 Penalty: 4072.625977
	Iteration 7F: 3 clusters Score -384953.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -385449.875000 Penalty: 4072.625977
	Iteration 8Q: 3 clusters Score -385449.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -385633.656250 Penalty: 4072.625977
	Iteration 9Q: 3 clusters Score -385633.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -385760.250000 Penalty: 4072.625977
	Iteration 10Q: 3 clusters Score -385760.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -385896.312500 Penalty: 4072.625977
	Iteration 11Q: 3 clusters Score -385896.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -386042.062500 Penalty: 4072.625977
	Iteration 12Q: 3 clusters Score -386042.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -386192.375000 Penalty: 4072.625977
	Iteration 13Q: 3 clusters Score -386192.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -386388.000000 Penalty: 4072.625977
	Iteration 14Q: 3 clusters Score -386388 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -386550.656250 Penalty: 4072.625977
	Iteration 15Q: 3 clusters Score -386550.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -386642.718750 Penalty: 4072.625977
	Iteration 16Q: 3 clusters Score -386642.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -386710.562500 Penalty: 4072.625977
	Iteration 17Q: 3 clusters Score -386710.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -386776.656250 Penalty: 4072.625977
	Iteration 18Q: 3 clusters Score -386776.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -386850.125000 Penalty: 4072.625977
	Iteration 19Q: 3 clusters Score -386850.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -386885.218750 Penalty: 4072.625977
	Iteration 20F: 3 clusters Score -386885.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -386904.062500 Penalty: 4072.625977
	Iteration 21Q: 3 clusters Score -386904.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -386918.125000 Penalty: 4072.625977
	Iteration 22Q: 3 clusters Score -386918.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -386928.531250 Penalty: 4072.625977
	Iteration 23Q: 3 clusters Score -386928.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -386939.312500 Penalty: 4072.625977
	Iteration 24Q: 3 clusters Score -386939.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -386945.375000 Penalty: 4072.625977
	Iteration 25Q: 3 clusters Score -386945.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -386953.687500 Penalty: 4072.625977
	Iteration 26Q: 3 clusters Score -386953.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -386955.968750 Penalty: 4072.625977
	Iteration 27Q: 3 clusters Score -386956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -386959.812500 Penalty: 4072.625977
	Iteration 28Q: 3 clusters Score -386959.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -386965.968750 Penalty: 4072.625977
	Iteration 29Q: 3 clusters Score -386966 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -386972.593750 Penalty: 4072.625977
	Iteration 30Q: 3 clusters Score -386972.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -386981.031250 Penalty: 4072.625977
	Iteration 31Q: 3 clusters Score -386981 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -387000.812500 Penalty: 4072.625977
	Iteration 32Q: 3 clusters Score -387000.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -387032.281250 Penalty: 4072.625977
	Iteration 33Q: 3 clusters Score -387032.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -387056.843750 Penalty: 4072.625977
	Iteration 34Q: 3 clusters Score -387056.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -387084.281250 Penalty: 4072.625977
	Iteration 35Q: 3 clusters Score -387084.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -387089.468750 Penalty: 4072.625977
	Iteration 36Q: 3 clusters Score -387089.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -387089.468750 Penalty: 4072.625977
	Iteration 37F: 3 clusters Score -387089.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 1726 members 
Mstep: Class 3 contains 5062 members 
Mstep: Class 4 contains 4330 members 
Mstep: Class 5 contains 2451 members 
Mstep: Class 6 contains 1141 members 
Mstep: Class 7 contains 321460 members 
Mstep: Class 8 contains 72504 members 
Mstep: Class 9 contains 50219 members 
Mstep: Class 10 contains 12918 members 
Mstep: Class 11 contains 184609 members 
Mstep: Class 12 contains 11662 members 
Mstep: Class 13 contains 106753 members 
Mstep: Class 14 contains 44368 members 
Mstep: Class 15 contains 244694 members 
Mstep: Class 16 contains 6515 members 
Mstep: Class 17 contains 55501 members 
Mstep: Class 18 contains 151212 members 
Mstep: Class 19 contains 30721 members 
Mstep: Class 20 contains 11437 members 
Mstep: Class 21 contains 6405 members 
Mstep: Class 22 contains 238 members 
Mstep: Class 23 contains 18240 members 
Mstep: Class 24 contains 632 members 
Mstep: Class 25 contains 2540 members 
Entering Unmasked Estep 
Score: -155431296.000000 Penalty: 87563.703125
Splitting cluster 6 changes total score from -155413280.000000 to -155431296.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 7 (321460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321460 members 
Entering Unmasked Estep 
Score: -37959212.000000 Penalty: 3144.795898
	Iteration 0F: 2 clusters Score -3.795921e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160747 members 
Mstep: Class 2 contains 160713 members 
Entering Unmasked Estep 
Score: -37802404.000000 Penalty: 6289.591797
	Iteration 0F: 3 clusters Score -3.78024e+07 nChanged 156146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160201 members 
Mstep: Class 2 contains 161259 members 
Entering Unmasked Estep 
Score: -37894780.000000 Penalty: 6289.591797
	Iteration 1F: 3 clusters Score -3.789478e+07 nChanged 8270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159995 members 
Mstep: Class 2 contains 161465 members 
Entering Unmasked Estep 
Score: -37896308.000000 Penalty: 6289.591797
	Iteration 2Q: 3 clusters Score -3.789631e+07 nChanged 9167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159948 members 
Mstep: Class 2 contains 161512 members 
Entering Unmasked Estep 
Score: -37898400.000000 Penalty: 6289.591797
	Iteration 3Q: 3 clusters Score -3.78984e+07 nChanged 10890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160128 members 
Mstep: Class 2 contains 161332 members 
Entering Unmasked Estep 
Score: -37901828.000000 Penalty: 6289.591797
	Iteration 4Q: 3 clusters Score -3.790183e+07 nChanged 13119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160887 members 
Mstep: Class 2 contains 160573 members 
Entering Unmasked Estep 
Score: -37907488.000000 Penalty: 6289.591797
	Iteration 5Q: 3 clusters Score -3.790749e+07 nChanged 16379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162592 members 
Mstep: Class 2 contains 158868 members 
Entering Unmasked Estep 
Score: -37917224.000000 Penalty: 6289.591797
	Iteration 6F: 3 clusters Score -3.791722e+07 nChanged 20497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165695 members 
Mstep: Class 2 contains 155765 members 
Entering Unmasked Estep 
Score: -37932820.000000 Penalty: 6289.591797
	Iteration 7F: 3 clusters Score -3.793282e+07 nChanged 24523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170492 members 
Mstep: Class 2 contains 150968 members 
Entering Unmasked Estep 
Score: -37955556.000000 Penalty: 6289.591797
	Iteration 8F: 3 clusters Score -3.795556e+07 nChanged 26257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175821 members 
Mstep: Class 2 contains 145639 members 
Entering Unmasked Estep 
Score: -37981276.000000 Penalty: 6289.591797
	Iteration 9F: 3 clusters Score -3.798128e+07 nChanged 22890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179477 members 
Mstep: Class 2 contains 141983 members 
Entering Unmasked Estep 
Score: -38000292.000000 Penalty: 6289.591797
	Iteration 10F: 3 clusters Score -3.800029e+07 nChanged 16035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181850 members 
Mstep: Class 2 contains 139610 members 
Entering Unmasked Estep 
Score: -38011288.000000 Penalty: 6289.591797
	Iteration 11Q: 3 clusters Score -3.801129e+07 nChanged 10600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184640 members 
Mstep: Class 2 contains 136820 members 
Entering Unmasked Estep 
Score: -38018520.000000 Penalty: 6289.591797
	Iteration 12Q: 3 clusters Score -3.801852e+07 nChanged 7606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188232 members 
Mstep: Class 2 contains 133228 members 
Entering Unmasked Estep 
Score: -38023572.000000 Penalty: 6289.591797
	Iteration 13Q: 3 clusters Score -3.802357e+07 nChanged 6130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192354 members 
Mstep: Class 2 contains 129106 members 
Entering Unmasked Estep 
Score: -38027412.000000 Penalty: 6289.591797
	Iteration 14Q: 3 clusters Score -3.802741e+07 nChanged 4895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196359 members 
Mstep: Class 2 contains 125101 members 
Entering Unmasked Estep 
Score: -38029748.000000 Penalty: 6289.591797
	Iteration 15Q: 3 clusters Score -3.802975e+07 nChanged 4009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200050 members 
Mstep: Class 2 contains 121410 members 
Entering Unmasked Estep 
Score: -38031500.000000 Penalty: 6289.591797
	Iteration 16Q: 3 clusters Score -3.80315e+07 nChanged 3344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203298 members 
Mstep: Class 2 contains 118162 members 
Entering Unmasked Estep 
Score: -38032588.000000 Penalty: 6289.591797
	Iteration 17Q: 3 clusters Score -3.803259e+07 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206093 members 
Mstep: Class 2 contains 115367 members 
Entering Unmasked Estep 
Score: -38033388.000000 Penalty: 6289.591797
	Iteration 18Q: 3 clusters Score -3.803339e+07 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208510 members 
Mstep: Class 2 contains 112950 members 
Entering Unmasked Estep 
Score: -38033924.000000 Penalty: 6289.591797
	Iteration 19Q: 3 clusters Score -3.803392e+07 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210575 members 
Mstep: Class 2 contains 110885 members 
Entering Unmasked Estep 
Score: -38034528.000000 Penalty: 6289.591797
	Iteration 20F: 3 clusters Score -3.803453e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212320 members 
Mstep: Class 2 contains 109140 members 
Entering Unmasked Estep 
Score: -38034660.000000 Penalty: 6289.591797
	Iteration 21Q: 3 clusters Score -3.803466e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213760 members 
Mstep: Class 2 contains 107700 members 
Entering Unmasked Estep 
Score: -38034772.000000 Penalty: 6289.591797
	Iteration 22Q: 3 clusters Score -3.803477e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214940 members 
Mstep: Class 2 contains 106520 members 
Entering Unmasked Estep 
Score: -38034936.000000 Penalty: 6289.591797
	Iteration 23Q: 3 clusters Score -3.803494e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215992 members 
Mstep: Class 2 contains 105468 members 
Entering Unmasked Estep 
Score: -38034972.000000 Penalty: 6289.591797
	Iteration 24Q: 3 clusters Score -3.803497e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216865 members 
Mstep: Class 2 contains 104595 members 
Entering Unmasked Estep 
Score: -38035152.000000 Penalty: 6289.591797
	Iteration 25Q: 3 clusters Score -3.803515e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217615 members 
Mstep: Class 2 contains 103845 members 
Entering Unmasked Estep 
Score: -38035252.000000 Penalty: 6289.591797
	Iteration 26Q: 3 clusters Score -3.803525e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218210 members 
Mstep: Class 2 contains 103250 members 
Entering Unmasked Estep 
Score: -38035256.000000 Penalty: 6289.591797
	Iteration 27Q: 3 clusters Score -3.803526e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218714 members 
Mstep: Class 2 contains 102746 members 
Entering Unmasked Estep 
Score: -38035280.000000 Penalty: 6289.591797
	Iteration 28Q: 3 clusters Score -3.803528e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219133 members 
Mstep: Class 2 contains 102327 members 
Entering Unmasked Estep 
Score: -38035308.000000 Penalty: 6289.591797
	Iteration 29Q: 3 clusters Score -3.803531e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219461 members 
Mstep: Class 2 contains 101999 members 
Entering Unmasked Estep 
Score: -38035408.000000 Penalty: 6289.591797
	Iteration 30Q: 3 clusters Score -3.803541e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219701 members 
Mstep: Class 2 contains 101759 members 
Entering Unmasked Estep 
Score: -38035400.000000 Penalty: 6289.591797
	Iteration 31Q: 3 clusters Score -3.80354e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219877 members 
Mstep: Class 2 contains 101583 members 
Entering Unmasked Estep 
Score: -38035424.000000 Penalty: 6289.591797
	Iteration 32Q: 3 clusters Score -3.803542e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220000 members 
Mstep: Class 2 contains 101460 members 
Entering Unmasked Estep 
Score: -38035392.000000 Penalty: 6289.591797
	Iteration 33Q: 3 clusters Score -3.803539e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220113 members 
Mstep: Class 2 contains 101347 members 
Entering Unmasked Estep 
Score: -38035360.000000 Penalty: 6289.591797
	Iteration 34Q: 3 clusters Score -3.803536e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220197 members 
Mstep: Class 2 contains 101263 members 
Entering Unmasked Estep 
Score: -38035356.000000 Penalty: 6289.591797
	Iteration 35Q: 3 clusters Score -3.803536e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220270 members 
Mstep: Class 2 contains 101190 members 
Entering Unmasked Estep 
Score: -38035360.000000 Penalty: 6289.591797
	Iteration 36Q: 3 clusters Score -3.803536e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220333 members 
Mstep: Class 2 contains 101127 members 
Entering Unmasked Estep 
Score: -38035348.000000 Penalty: 6289.591797
	Iteration 37Q: 3 clusters Score -3.803535e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220374 members 
Mstep: Class 2 contains 101086 members 
Entering Unmasked Estep 
Score: -38035356.000000 Penalty: 6289.591797
	Iteration 38Q: 3 clusters Score -3.803536e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220404 members 
Mstep: Class 2 contains 101056 members 
Entering Unmasked Estep 
Score: -38035348.000000 Penalty: 6289.591797
	Iteration 39Q: 3 clusters Score -3.803535e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220428 members 
Mstep: Class 2 contains 101032 members 
Entering Unmasked Estep 
Score: -38035340.000000 Penalty: 6289.591797
	Iteration 40F: 3 clusters Score -3.803534e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220446 members 
Mstep: Class 2 contains 101014 members 
Entering Unmasked Estep 
Score: -38035332.000000 Penalty: 6289.591797
	Iteration 41Q: 3 clusters Score -3.803533e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220459 members 
Mstep: Class 2 contains 101001 members 
Entering Unmasked Estep 
Score: -38035344.000000 Penalty: 6289.591797
	Iteration 42Q: 3 clusters Score -3.803534e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220469 members 
Mstep: Class 2 contains 100991 members 
Entering Unmasked Estep 
Score: -38035360.000000 Penalty: 6289.591797
	Iteration 43Q: 3 clusters Score -3.803536e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220479 members 
Mstep: Class 2 contains 100981 members 
Entering Unmasked Estep 
Score: -38035344.000000 Penalty: 6289.591797
	Iteration 44Q: 3 clusters Score -3.803534e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220480 members 
Mstep: Class 2 contains 100980 members 
Entering Unmasked Estep 
Score: -38035336.000000 Penalty: 6289.591797
	Iteration 45Q: 3 clusters Score -3.803534e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220481 members 
Mstep: Class 2 contains 100979 members 
Entering Unmasked Estep 
Score: -38035340.000000 Penalty: 6289.591797
	Iteration 46Q: 3 clusters Score -3.803534e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220484 members 
Mstep: Class 2 contains 100976 members 
Entering Unmasked Estep 
Score: -38035352.000000 Penalty: 6289.591797
	Iteration 47Q: 3 clusters Score -3.803535e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220492 members 
Mstep: Class 2 contains 100968 members 
Entering Unmasked Estep 
Score: -38035368.000000 Penalty: 6289.591797
	Iteration 48Q: 3 clusters Score -3.803537e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220498 members 
Mstep: Class 2 contains 100962 members 
Entering Unmasked Estep 
Score: -38035376.000000 Penalty: 6289.591797
	Iteration 49Q: 3 clusters Score -3.803538e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220501 members 
Mstep: Class 2 contains 100959 members 
Entering Unmasked Estep 
Score: -38035380.000000 Penalty: 6289.591797
	Iteration 50Q: 3 clusters Score -3.803538e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220502 members 
Mstep: Class 2 contains 100958 members 
Entering Unmasked Estep 
Score: -38035372.000000 Penalty: 6289.591797
	Iteration 51Q: 3 clusters Score -3.803537e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220505 members 
Mstep: Class 2 contains 100955 members 
Entering Unmasked Estep 
Score: -38035372.000000 Penalty: 6289.591797
	Iteration 52Q: 3 clusters Score -3.803537e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220506 members 
Mstep: Class 2 contains 100954 members 
Entering Unmasked Estep 
Score: -38035360.000000 Penalty: 6289.591797
	Iteration 53Q: 3 clusters Score -3.803536e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220508 members 
Mstep: Class 2 contains 100952 members 
Entering Unmasked Estep 
Score: -38035360.000000 Penalty: 6289.591797
	Iteration 54Q: 3 clusters Score -3.803536e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220509 members 
Mstep: Class 2 contains 100951 members 
Entering Unmasked Estep 
Score: -38035344.000000 Penalty: 6289.591797
	Iteration 55Q: 3 clusters Score -3.803534e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220510 members 
Mstep: Class 2 contains 100950 members 
Entering Unmasked Estep 
Score: -38035376.000000 Penalty: 6289.591797
	Iteration 56Q: 3 clusters Score -3.803538e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220510 members 
Mstep: Class 2 contains 100950 members 
Entering Unmasked Estep 
Score: -38035376.000000 Penalty: 6289.591797
	Iteration 57F: 3 clusters Score -3.803538e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 1726 members 
Mstep: Class 3 contains 5062 members 
Mstep: Class 4 contains 4330 members 
Mstep: Class 5 contains 2451 members 
Mstep: Class 6 contains 1141 members 
Mstep: Class 7 contains 220510 members 
Mstep: Class 8 contains 72504 members 
Mstep: Class 9 contains 50219 members 
Mstep: Class 10 contains 12918 members 
Mstep: Class 11 contains 184609 members 
Mstep: Class 12 contains 11662 members 
Mstep: Class 13 contains 106753 members 
Mstep: Class 14 contains 44368 members 
Mstep: Class 15 contains 244694 members 
Mstep: Class 16 contains 6515 members 
Mstep: Class 17 contains 55501 members 
Mstep: Class 18 contains 151212 members 
Mstep: Class 19 contains 30721 members 
Mstep: Class 20 contains 11437 members 
Mstep: Class 21 contains 6405 members 
Mstep: Class 22 contains 238 members 
Mstep: Class 23 contains 18240 members 
Mstep: Class 24 contains 632 members 
Mstep: Class 25 contains 2540 members 
Mstep: Class 26 contains 100950 members 
Entering Unmasked Estep 
Score: -155515632.000000 Penalty: 91066.250000
Splitting cluster 7 changes total score from -155413280.000000 to -155515632.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 8 (72504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72504 members 
Entering Unmasked Estep 
Score: -8583224.000000 Penalty: 2775.466309
	Iteration 0F: 2 clusters Score -8583224 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36483 members 
Mstep: Class 2 contains 36021 members 
Entering Unmasked Estep 
Score: -8534943.000000 Penalty: 5550.932617
	Iteration 0F: 3 clusters Score -8534943 nChanged 33794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38483 members 
Mstep: Class 2 contains 34021 members 
Entering Unmasked Estep 
Score: -8553757.000000 Penalty: 5550.932617
	Iteration 1F: 3 clusters Score -8553757 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39978 members 
Mstep: Class 2 contains 32526 members 
Entering Unmasked Estep 
Score: -8554513.000000 Penalty: 5550.932617
	Iteration 2Q: 3 clusters Score -8554513 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42136 members 
Mstep: Class 2 contains 30368 members 
Entering Unmasked Estep 
Score: -8555416.000000 Penalty: 5550.932617
	Iteration 3Q: 3 clusters Score -8555416 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45258 members 
Mstep: Class 2 contains 27246 members 
Entering Unmasked Estep 
Score: -8556924.000000 Penalty: 5550.932617
	Iteration 4Q: 3 clusters Score -8556924 nChanged 4425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49597 members 
Mstep: Class 2 contains 22907 members 
Entering Unmasked Estep 
Score: -8559522.000000 Penalty: 5550.932617
	Iteration 5F: 3 clusters Score -8559522 nChanged 5766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55349 members 
Mstep: Class 2 contains 17155 members 
Entering Unmasked Estep 
Score: -8563910.000000 Penalty: 5550.932617
	Iteration 6F: 3 clusters Score -8563910 nChanged 6471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61820 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -8569873.000000 Penalty: 5550.932617
	Iteration 7F: 3 clusters Score -8569873 nChanged 5747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67565 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -8575661.000000 Penalty: 5550.932617
	Iteration 8F: 3 clusters Score -8575661 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70878 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -8579043.000000 Penalty: 5550.932617
	Iteration 9Q: 3 clusters Score -8579043 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72015 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -8580210.000000 Penalty: 5550.932617
	Iteration 10Q: 3 clusters Score -8580210 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72248 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -8580530.000000 Penalty: 5550.932617
	Iteration 11Q: 3 clusters Score -8580530 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72304 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -8580643.000000 Penalty: 5550.932617
	Iteration 12Q: 3 clusters Score -8580643 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72320 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -8580689.000000 Penalty: 5550.932617
	Iteration 13Q: 3 clusters Score -8580689 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72331 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -8580711.000000 Penalty: 5550.932617
	Iteration 14Q: 3 clusters Score -8580711 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72337 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -8580729.000000 Penalty: 5550.932617
	Iteration 15Q: 3 clusters Score -8580729 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72340 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -8580735.000000 Penalty: 5550.932617
	Iteration 16Q: 3 clusters Score -8580735 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72341 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -8580736.000000 Penalty: 5550.932617
	Iteration 17Q: 3 clusters Score -8580736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72343 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -8580739.000000 Penalty: 5550.932617
	Iteration 18Q: 3 clusters Score -8580739 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72342 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -8580742.000000 Penalty: 5550.932617
	Iteration 19Q: 3 clusters Score -8580742 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72342 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -8580742.000000 Penalty: 5550.932617
	Iteration 20F: 3 clusters Score -8580742 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (50219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50219 members 
Entering Unmasked Estep 
Score: -5756614.500000 Penalty: 2684.388916
	Iteration 0F: 2 clusters Score -5756614 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25288 members 
Mstep: Class 2 contains 24931 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 26544 members 
Mstep: Class 2 contains 23675 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 27260 members 
Mstep: Class 2 contains 22959 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 28239 members 
Mstep: Class 2 contains 21980 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 29469 members 
Mstep: Class 2 contains 20750 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 30896 members 
Mstep: Class 2 contains 19323 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 17817 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -5743473 nChanged 2674
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Mstep: Class 1 contains 33940 members 
Mstep: Class 2 contains 16279 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 35385 members 
Mstep: Class 2 contains 14834 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 36736 members 
Mstep: Class 2 contains 13483 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 37962 members 
Mstep: Class 2 contains 12257 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -5748468 nChanged 1508
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Mstep: Class 1 contains 39112 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -5749232 nChanged 1283
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Mstep: Class 1 contains 40175 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -5749893 nChanged 1119
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Mstep: Class 1 contains 41142 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -5750476 nChanged 980
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Mstep: Class 1 contains 42058 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -5751014 nChanged 893
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Mstep: Class 1 contains 42871 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -5751428 nChanged 785
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Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 44259 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 44830 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -5752502 nChanged 506
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Mstep: Class 1 contains 45320 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -5752743 nChanged 438
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Mstep: Class 1 contains 45744 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -5752913 nChanged 421
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Mstep: Class 1 contains 46155 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -5753098 nChanged 376
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Mstep: Class 1 contains 46523 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -5753218 nChanged 335
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Mstep: Class 1 contains 46852 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -5753334 nChanged 290
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Mstep: Class 1 contains 47136 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -5753442 nChanged 280
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Mstep: Class 1 contains 47408 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -5753536 nChanged 271
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Mstep: Class 1 contains 47673 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -5753684 nChanged 244
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Mstep: Class 1 contains 47907 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -5753772 nChanged 232
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Mstep: Class 1 contains 48129 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -5753901 nChanged 207
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Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -5753988 nChanged 201
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Mstep: Class 1 contains 48517 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -5754080 nChanged 181
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Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -5754170 nChanged 159
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Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -5754251 nChanged 132
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Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -5754302 nChanged 126
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Mstep: Class 1 contains 49033 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -5754368 nChanged 100
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Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -5754432 nChanged 93
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Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -5754481 nChanged 81
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Mstep: Class 1 contains 49221 members 
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Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -5754510 nChanged 63
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Mstep: Class 1 contains 49260 members 
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Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -5754550 nChanged 69
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Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -5754600 nChanged 59
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Mstep: Class 1 contains 49336 members 
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Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -5754648 nChanged 67
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Mstep: Class 1 contains 49363 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -5754688 nChanged 64
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Mstep: Class 1 contains 49379 members 
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Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -5754724 nChanged 66
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Mstep: Class 1 contains 49397 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -5754776 nChanged 74
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Mstep: Class 1 contains 49413 members 
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Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -5754844 nChanged 81
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49426 members 
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Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -5754910 nChanged 62
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Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -5754952 nChanged 48
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Mstep: Class 1 contains 49434 members 
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Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -5754964 nChanged 47
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Mstep: Class 1 contains 49439 members 
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Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -5755008 nChanged 39
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Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -5755034 nChanged 32
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Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -5755049 nChanged 25
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Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -5755074 nChanged 29
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Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -5755086 nChanged 33
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Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -5755110 nChanged 33
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Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -5755140 nChanged 28
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Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -5755152 nChanged 18
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Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5755153 nChanged 12
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5755166 nChanged 7
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Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -5755162 nChanged 7
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	Iteration 59Q: 3 clusters Score -5755166 nChanged 11
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -5755227 nChanged 49
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Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -5755278 nChanged 64
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -5755346 nChanged 66
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5755404 nChanged 68
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5755428 nChanged 65
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Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5755468 nChanged 48
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Mstep: Class 1 contains 49171 members 
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -5755508 nChanged 59
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5755532 nChanged 46
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	Iteration 68Q: 3 clusters Score -5755550 nChanged 28
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	Iteration 69Q: 3 clusters Score -5755555 nChanged 18
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	Iteration 70Q: 3 clusters Score -5755560 nChanged 16
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Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -5755563 nChanged 13
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -5755570 nChanged 11
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	Iteration 73Q: 3 clusters Score -5755568 nChanged 11
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Mstep: Class 2 contains 1172 members 
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	Iteration 74Q: 3 clusters Score -5755582 nChanged 10
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	Iteration 75Q: 3 clusters Score -5755580 nChanged 11
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	Iteration 76Q: 3 clusters Score -5755582 nChanged 8
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	Iteration 77Q: 3 clusters Score -5755590 nChanged 9
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	Iteration 78Q: 3 clusters Score -5755602 nChanged 8
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	Iteration 79Q: 3 clusters Score -5755592 nChanged 8
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -5755622 nChanged 25
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	Iteration 81Q: 3 clusters Score -5755633 nChanged 36
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5755664 nChanged 41
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5755694 nChanged 37
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	Iteration 84Q: 3 clusters Score -5755707 nChanged 39
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	Iteration 85Q: 3 clusters Score -5755715 nChanged 48
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	Iteration 86Q: 3 clusters Score -5755748 nChanged 42
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	Iteration 87Q: 3 clusters Score -5755762 nChanged 43
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	Iteration 88Q: 3 clusters Score -5755779 nChanged 36
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	Iteration 89Q: 3 clusters Score -5755787 nChanged 34
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	Iteration 90Q: 3 clusters Score -5755803 nChanged 41
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	Iteration 91Q: 3 clusters Score -5755818 nChanged 33
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	Iteration 92Q: 3 clusters Score -5755822 nChanged 34
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Entering Unmasked Estep 
Score: -5755833.500000 Penalty: 5368.777832
	Iteration 93Q: 3 clusters Score -5755834 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48687 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -5755840.000000 Penalty: 5368.777832
	Iteration 94Q: 3 clusters Score -5755840 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48670 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -5755851.000000 Penalty: 5368.777832
	Iteration 95Q: 3 clusters Score -5755851 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48660 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -5755859.000000 Penalty: 5368.777832
	Iteration 96Q: 3 clusters Score -5755859 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48650 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -5755859.500000 Penalty: 5368.777832
	Iteration 97Q: 3 clusters Score -5755860 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48644 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -5755867.500000 Penalty: 5368.777832
	Iteration 98Q: 3 clusters Score -5755868 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48639 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -5755865.000000 Penalty: 5368.777832
	Iteration 99Q: 3 clusters Score -5755865 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48636 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -5755877.000000 Penalty: 5368.777832
	Iteration 100F: 3 clusters Score -5755877 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48625 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -5755878.500000 Penalty: 5368.777832
	Iteration 101Q: 3 clusters Score -5755878 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48611 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -5755880.500000 Penalty: 5368.777832
	Iteration 102Q: 3 clusters Score -5755880 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48603 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -5755890.500000 Penalty: 5368.777832
	Iteration 103Q: 3 clusters Score -5755890 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48597 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -5755896.000000 Penalty: 5368.777832
	Iteration 104Q: 3 clusters Score -5755896 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48590 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -5755905.500000 Penalty: 5368.777832
	Iteration 105Q: 3 clusters Score -5755906 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48576 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -5755900.500000 Penalty: 5368.777832
	Iteration 106Q: 3 clusters Score -5755900 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48564 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -5755916.500000 Penalty: 5368.777832
	Iteration 107Q: 3 clusters Score -5755916 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48555 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -5755929.500000 Penalty: 5368.777832
	Iteration 108Q: 3 clusters Score -5755930 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48543 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -5755938.500000 Penalty: 5368.777832
	Iteration 109Q: 3 clusters Score -5755938 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48534 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -5755947.000000 Penalty: 5368.777832
	Iteration 110Q: 3 clusters Score -5755947 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48519 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -5755946.500000 Penalty: 5368.777832
	Iteration 111Q: 3 clusters Score -5755946 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48503 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -5755947.000000 Penalty: 5368.777832
	Iteration 112Q: 3 clusters Score -5755947 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48498 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -5755945.000000 Penalty: 5368.777832
	Iteration 113Q: 3 clusters Score -5755945 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48495 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -5755947.500000 Penalty: 5368.777832
	Iteration 114Q: 3 clusters Score -5755948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48493 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -5755953.000000 Penalty: 5368.777832
	Iteration 115Q: 3 clusters Score -5755953 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48492 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -5755962.500000 Penalty: 5368.777832
	Iteration 116Q: 3 clusters Score -5755962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48493 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -5755968.500000 Penalty: 5368.777832
	Iteration 117Q: 3 clusters Score -5755968 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48493 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -5755968.500000 Penalty: 5368.777832
	Iteration 118F: 3 clusters Score -5755968 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (12918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12918 members 
Entering Unmasked Estep 
Score: -1378097.375000 Penalty: 2347.661621
	Iteration 0F: 2 clusters Score -1378097 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -1368531.125000 Penalty: 4695.323242
	Iteration 0F: 3 clusters Score -1368531 nChanged 5528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -1371798.125000 Penalty: 4695.323242
	Iteration 1F: 3 clusters Score -1371798 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -1373332.875000 Penalty: 4695.323242
	Iteration 2F: 3 clusters Score -1373333 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -1375850.000000 Penalty: 4695.323242
	Iteration 3F: 3 clusters Score -1375850 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -1378035.125000 Penalty: 4695.323242
	Iteration 4F: 3 clusters Score -1378035 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -1379533.000000 Penalty: 4695.323242
	Iteration 5F: 3 clusters Score -1379533 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -1380551.625000 Penalty: 4695.323242
	Iteration 6F: 3 clusters Score -1380552 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -1381340.000000 Penalty: 4695.323242
	Iteration 7F: 3 clusters Score -1381340 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -1381871.125000 Penalty: 4695.323242
	Iteration 8Q: 3 clusters Score -1381871 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -1382302.750000 Penalty: 4695.323242
	Iteration 9Q: 3 clusters Score -1382303 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -1382674.875000 Penalty: 4695.323242
	Iteration 10Q: 3 clusters Score -1382675 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -1382879.250000 Penalty: 4695.323242
	Iteration 11Q: 3 clusters Score -1382879 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -1382924.125000 Penalty: 4695.323242
	Iteration 12Q: 3 clusters Score -1382924 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -1382934.000000 Penalty: 4695.323242
	Iteration 13Q: 3 clusters Score -1382934 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -1382944.125000 Penalty: 4695.323242
	Iteration 14Q: 3 clusters Score -1382944 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -1382950.750000 Penalty: 4695.323242
	Iteration 15Q: 3 clusters Score -1382951 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -1382955.250000 Penalty: 4695.323242
	Iteration 16Q: 3 clusters Score -1382955 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -1382954.750000 Penalty: 4695.323242
	Iteration 17Q: 3 clusters Score -1382955 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -1382955.500000 Penalty: 4695.323242
	Iteration 18Q: 3 clusters Score -1382956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -1382954.750000 Penalty: 4695.323242
	Iteration 19Q: 3 clusters Score -1382955 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -1382953.875000 Penalty: 4695.323242
	Iteration 20F: 3 clusters Score -1382954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -1382957.875000 Penalty: 4695.323242
	Iteration 21Q: 3 clusters Score -1382958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -1382957.625000 Penalty: 4695.323242
	Iteration 22Q: 3 clusters Score -1382958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -1382958.000000 Penalty: 4695.323242
	Iteration 23Q: 3 clusters Score -1382958 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -1382958.000000 Penalty: 4695.323242
	Iteration 24F: 3 clusters Score -1382958 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 1726 members 
Mstep: Class 3 contains 5062 members 
Mstep: Class 4 contains 4330 members 
Mstep: Class 5 contains 2451 members 
Mstep: Class 6 contains 1141 members 
Mstep: Class 7 contains 220510 members 
Mstep: Class 8 contains 72504 members 
Mstep: Class 9 contains 50219 members 
Mstep: Class 10 contains 2767 members 
Mstep: Class 11 contains 184609 members 
Mstep: Class 12 contains 11662 members 
Mstep: Class 13 contains 106753 members 
Mstep: Class 14 contains 44368 members 
Mstep: Class 15 contains 244694 members 
Mstep: Class 16 contains 6515 members 
Mstep: Class 17 contains 55501 members 
Mstep: Class 18 contains 151212 members 
Mstep: Class 19 contains 30721 members 
Mstep: Class 20 contains 11437 members 
Mstep: Class 21 contains 6405 members 
Mstep: Class 22 contains 238 members 
Mstep: Class 23 contains 18240 members 
Mstep: Class 24 contains 632 members 
Mstep: Class 25 contains 2540 members 
Mstep: Class 26 contains 100950 members 
Mstep: Class 27 contains 10151 members 
Entering Unmasked Estep 
Score: -155519344.000000 Penalty: 94568.796875
Splitting cluster 10 changes total score from -155413280.000000 to -155519344.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 11 (184609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184609 members 
Entering Unmasked Estep 
Score: -22450812.000000 Penalty: 3007.246826
	Iteration 0F: 2 clusters Score -2.245081e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92332 members 
Mstep: Class 2 contains 92277 members 
Entering Unmasked Estep 
Score: -22334476.000000 Penalty: 6014.493652
	Iteration 0F: 3 clusters Score -2.233448e+07 nChanged 88625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93615 members 
Mstep: Class 2 contains 90994 members 
Entering Unmasked Estep 
Score: -22386466.000000 Penalty: 6014.493652
	Iteration 1F: 3 clusters Score -2.238647e+07 nChanged 5046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94527 members 
Mstep: Class 2 contains 90082 members 
Entering Unmasked Estep 
Score: -22387722.000000 Penalty: 6014.493652
	Iteration 2Q: 3 clusters Score -2.238772e+07 nChanged 5638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95899 members 
Mstep: Class 2 contains 88710 members 
Entering Unmasked Estep 
Score: -22389452.000000 Penalty: 6014.493652
	Iteration 3Q: 3 clusters Score -2.238945e+07 nChanged 6298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97815 members 
Mstep: Class 2 contains 86794 members 
Entering Unmasked Estep 
Score: -22391542.000000 Penalty: 6014.493652
	Iteration 4Q: 3 clusters Score -2.239154e+07 nChanged 7377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100470 members 
Mstep: Class 2 contains 84139 members 
Entering Unmasked Estep 
Score: -22394588.000000 Penalty: 6014.493652
	Iteration 5Q: 3 clusters Score -2.239459e+07 nChanged 8805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103983 members 
Mstep: Class 2 contains 80626 members 
Entering Unmasked Estep 
Score: -22399268.000000 Penalty: 6014.493652
	Iteration 6Q: 3 clusters Score -2.239927e+07 nChanged 10280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108245 members 
Mstep: Class 2 contains 76364 members 
Entering Unmasked Estep 
Score: -22406434.000000 Penalty: 6014.493652
	Iteration 7F: 3 clusters Score -2.240643e+07 nChanged 11934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113071 members 
Mstep: Class 2 contains 71538 members 
Entering Unmasked Estep 
Score: -22417228.000000 Penalty: 6014.493652
	Iteration 8F: 3 clusters Score -2.241723e+07 nChanged 12504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117115 members 
Mstep: Class 2 contains 67494 members 
Entering Unmasked Estep 
Score: -22428402.000000 Penalty: 6014.493652
	Iteration 9F: 3 clusters Score -2.24284e+07 nChanged 10104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119813 members 
Mstep: Class 2 contains 64796 members 
Entering Unmasked Estep 
Score: -22434462.000000 Penalty: 6014.493652
	Iteration 10F: 3 clusters Score -2.243446e+07 nChanged 6253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121942 members 
Mstep: Class 2 contains 62667 members 
Entering Unmasked Estep 
Score: -22436978.000000 Penalty: 6014.493652
	Iteration 11Q: 3 clusters Score -2.243698e+07 nChanged 3796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123868 members 
Mstep: Class 2 contains 60741 members 
Entering Unmasked Estep 
Score: -22438206.000000 Penalty: 6014.493652
	Iteration 12Q: 3 clusters Score -2.243821e+07 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125724 members 
Mstep: Class 2 contains 58885 members 
Entering Unmasked Estep 
Score: -22439020.000000 Penalty: 6014.493652
	Iteration 13Q: 3 clusters Score -2.243902e+07 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127502 members 
Mstep: Class 2 contains 57107 members 
Entering Unmasked Estep 
Score: -22439634.000000 Penalty: 6014.493652
	Iteration 14Q: 3 clusters Score -2.243963e+07 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129289 members 
Mstep: Class 2 contains 55320 members 
Entering Unmasked Estep 
Score: -22440220.000000 Penalty: 6014.493652
	Iteration 15Q: 3 clusters Score -2.244022e+07 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131056 members 
Mstep: Class 2 contains 53553 members 
Entering Unmasked Estep 
Score: -22440796.000000 Penalty: 6014.493652
	Iteration 16Q: 3 clusters Score -2.24408e+07 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132890 members 
Mstep: Class 2 contains 51719 members 
Entering Unmasked Estep 
Score: -22441336.000000 Penalty: 6014.493652
	Iteration 17Q: 3 clusters Score -2.244134e+07 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134734 members 
Mstep: Class 2 contains 49875 members 
Entering Unmasked Estep 
Score: -22441750.000000 Penalty: 6014.493652
	Iteration 18Q: 3 clusters Score -2.244175e+07 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136522 members 
Mstep: Class 2 contains 48087 members 
Entering Unmasked Estep 
Score: -22442004.000000 Penalty: 6014.493652
	Iteration 19Q: 3 clusters Score -2.2442e+07 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138258 members 
Mstep: Class 2 contains 46351 members 
Entering Unmasked Estep 
Score: -22442468.000000 Penalty: 6014.493652
	Iteration 20F: 3 clusters Score -2.244247e+07 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140001 members 
Mstep: Class 2 contains 44608 members 
Entering Unmasked Estep 
Score: -22442740.000000 Penalty: 6014.493652
	Iteration 21Q: 3 clusters Score -2.244274e+07 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141778 members 
Mstep: Class 2 contains 42831 members 
Entering Unmasked Estep 
Score: -22443086.000000 Penalty: 6014.493652
	Iteration 22Q: 3 clusters Score -2.244309e+07 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143579 members 
Mstep: Class 2 contains 41030 members 
Entering Unmasked Estep 
Score: -22443350.000000 Penalty: 6014.493652
	Iteration 23Q: 3 clusters Score -2.244335e+07 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145372 members 
Mstep: Class 2 contains 39237 members 
Entering Unmasked Estep 
Score: -22443610.000000 Penalty: 6014.493652
	Iteration 24Q: 3 clusters Score -2.244361e+07 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147072 members 
Mstep: Class 2 contains 37537 members 
Entering Unmasked Estep 
Score: -22443914.000000 Penalty: 6014.493652
	Iteration 25Q: 3 clusters Score -2.244391e+07 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148742 members 
Mstep: Class 2 contains 35867 members 
Entering Unmasked Estep 
Score: -22444182.000000 Penalty: 6014.493652
	Iteration 26Q: 3 clusters Score -2.244418e+07 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150411 members 
Mstep: Class 2 contains 34198 members 
Entering Unmasked Estep 
Score: -22444400.000000 Penalty: 6014.493652
	Iteration 27Q: 3 clusters Score -2.24444e+07 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152089 members 
Mstep: Class 2 contains 32520 members 
Entering Unmasked Estep 
Score: -22444544.000000 Penalty: 6014.493652
	Iteration 28Q: 3 clusters Score -2.244454e+07 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153740 members 
Mstep: Class 2 contains 30869 members 
Entering Unmasked Estep 
Score: -22444672.000000 Penalty: 6014.493652
	Iteration 29Q: 3 clusters Score -2.244467e+07 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155318 members 
Mstep: Class 2 contains 29291 members 
Entering Unmasked Estep 
Score: -22444916.000000 Penalty: 6014.493652
	Iteration 30Q: 3 clusters Score -2.244492e+07 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156900 members 
Mstep: Class 2 contains 27709 members 
Entering Unmasked Estep 
Score: -22445130.000000 Penalty: 6014.493652
	Iteration 31Q: 3 clusters Score -2.244513e+07 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158403 members 
Mstep: Class 2 contains 26206 members 
Entering Unmasked Estep 
Score: -22445254.000000 Penalty: 6014.493652
	Iteration 32Q: 3 clusters Score -2.244525e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159945 members 
Mstep: Class 2 contains 24664 members 
Entering Unmasked Estep 
Score: -22445388.000000 Penalty: 6014.493652
	Iteration 33Q: 3 clusters Score -2.244539e+07 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161363 members 
Mstep: Class 2 contains 23246 members 
Entering Unmasked Estep 
Score: -22445452.000000 Penalty: 6014.493652
	Iteration 34Q: 3 clusters Score -2.244545e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162748 members 
Mstep: Class 2 contains 21861 members 
Entering Unmasked Estep 
Score: -22445528.000000 Penalty: 6014.493652
	Iteration 35Q: 3 clusters Score -2.244553e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164070 members 
Mstep: Class 2 contains 20539 members 
Entering Unmasked Estep 
Score: -22445732.000000 Penalty: 6014.493652
	Iteration 36Q: 3 clusters Score -2.244573e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165371 members 
Mstep: Class 2 contains 19238 members 
Entering Unmasked Estep 
Score: -22445890.000000 Penalty: 6014.493652
	Iteration 37Q: 3 clusters Score -2.244589e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166586 members 
Mstep: Class 2 contains 18023 members 
Entering Unmasked Estep 
Score: -22445850.000000 Penalty: 6014.493652
	Iteration 38Q: 3 clusters Score -2.244585e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167763 members 
Mstep: Class 2 contains 16846 members 
Entering Unmasked Estep 
Score: -22445948.000000 Penalty: 6014.493652
	Iteration 39Q: 3 clusters Score -2.244595e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168963 members 
Mstep: Class 2 contains 15646 members 
Entering Unmasked Estep 
Score: -22446162.000000 Penalty: 6014.493652
	Iteration 40F: 3 clusters Score -2.244616e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170150 members 
Mstep: Class 2 contains 14459 members 
Entering Unmasked Estep 
Score: -22446350.000000 Penalty: 6014.493652
	Iteration 41Q: 3 clusters Score -2.244635e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171287 members 
Mstep: Class 2 contains 13322 members 
Entering Unmasked Estep 
Score: -22446360.000000 Penalty: 6014.493652
	Iteration 42Q: 3 clusters Score -2.244636e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172310 members 
Mstep: Class 2 contains 12299 members 
Entering Unmasked Estep 
Score: -22446470.000000 Penalty: 6014.493652
	Iteration 43Q: 3 clusters Score -2.244647e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173269 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -22446462.000000 Penalty: 6014.493652
	Iteration 44Q: 3 clusters Score -2.244646e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174142 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -22446466.000000 Penalty: 6014.493652
	Iteration 45Q: 3 clusters Score -2.244647e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174965 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -22446506.000000 Penalty: 6014.493652
	Iteration 46Q: 3 clusters Score -2.244651e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175716 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -22446530.000000 Penalty: 6014.493652
	Iteration 47Q: 3 clusters Score -2.244653e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176421 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -22446714.000000 Penalty: 6014.493652
	Iteration 48Q: 3 clusters Score -2.244671e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177107 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -22446828.000000 Penalty: 6014.493652
	Iteration 49Q: 3 clusters Score -2.244683e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177748 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -22446972.000000 Penalty: 6014.493652
	Iteration 50Q: 3 clusters Score -2.244697e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178383 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -22447070.000000 Penalty: 6014.493652
	Iteration 51Q: 3 clusters Score -2.244707e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178957 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -22447190.000000 Penalty: 6014.493652
	Iteration 52Q: 3 clusters Score -2.244719e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179433 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -22447184.000000 Penalty: 6014.493652
	Iteration 53Q: 3 clusters Score -2.244718e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179884 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -22447274.000000 Penalty: 6014.493652
	Iteration 54Q: 3 clusters Score -2.244727e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180269 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -22447370.000000 Penalty: 6014.493652
	Iteration 55Q: 3 clusters Score -2.244737e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180600 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -22447500.000000 Penalty: 6014.493652
	Iteration 56Q: 3 clusters Score -2.24475e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180907 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -22447602.000000 Penalty: 6014.493652
	Iteration 57Q: 3 clusters Score -2.24476e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181208 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -22447564.000000 Penalty: 6014.493652
	Iteration 58Q: 3 clusters Score -2.244756e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181488 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -22447620.000000 Penalty: 6014.493652
	Iteration 59Q: 3 clusters Score -2.244762e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181732 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -22447636.000000 Penalty: 6014.493652
	Iteration 60F: 3 clusters Score -2.244764e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181946 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -22447638.000000 Penalty: 6014.493652
	Iteration 61Q: 3 clusters Score -2.244764e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182106 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -22447700.000000 Penalty: 6014.493652
	Iteration 62Q: 3 clusters Score -2.24477e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182266 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -22447738.000000 Penalty: 6014.493652
	Iteration 63Q: 3 clusters Score -2.244774e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182408 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -22447794.000000 Penalty: 6014.493652
	Iteration 64Q: 3 clusters Score -2.244779e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182527 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -22447846.000000 Penalty: 6014.493652
	Iteration 65Q: 3 clusters Score -2.244785e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182634 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -22447850.000000 Penalty: 6014.493652
	Iteration 66Q: 3 clusters Score -2.244785e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182739 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -22447896.000000 Penalty: 6014.493652
	Iteration 67Q: 3 clusters Score -2.24479e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182847 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -22447946.000000 Penalty: 6014.493652
	Iteration 68Q: 3 clusters Score -2.244795e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182935 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -22448002.000000 Penalty: 6014.493652
	Iteration 69Q: 3 clusters Score -2.2448e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183006 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -22448012.000000 Penalty: 6014.493652
	Iteration 70Q: 3 clusters Score -2.244801e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183068 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -22448024.000000 Penalty: 6014.493652
	Iteration 71Q: 3 clusters Score -2.244802e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183115 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -22448066.000000 Penalty: 6014.493652
	Iteration 72Q: 3 clusters Score -2.244807e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183173 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -22448106.000000 Penalty: 6014.493652
	Iteration 73Q: 3 clusters Score -2.244811e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183227 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -22448146.000000 Penalty: 6014.493652
	Iteration 74Q: 3 clusters Score -2.244815e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183285 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -22448156.000000 Penalty: 6014.493652
	Iteration 75Q: 3 clusters Score -2.244816e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183328 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -22448170.000000 Penalty: 6014.493652
	Iteration 76Q: 3 clusters Score -2.244817e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183363 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -22448218.000000 Penalty: 6014.493652
	Iteration 77Q: 3 clusters Score -2.244822e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183391 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -22448238.000000 Penalty: 6014.493652
	Iteration 78Q: 3 clusters Score -2.244824e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183407 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -22448256.000000 Penalty: 6014.493652
	Iteration 79Q: 3 clusters Score -2.244826e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183426 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -22448262.000000 Penalty: 6014.493652
	Iteration 80F: 3 clusters Score -2.244826e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183443 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -22448236.000000 Penalty: 6014.493652
	Iteration 81Q: 3 clusters Score -2.244824e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183457 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -22448258.000000 Penalty: 6014.493652
	Iteration 82Q: 3 clusters Score -2.244826e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183467 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -22448254.000000 Penalty: 6014.493652
	Iteration 83Q: 3 clusters Score -2.244825e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183480 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -22448270.000000 Penalty: 6014.493652
	Iteration 84Q: 3 clusters Score -2.244827e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183492 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -22448270.000000 Penalty: 6014.493652
	Iteration 85Q: 3 clusters Score -2.244827e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183501 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -22448276.000000 Penalty: 6014.493652
	Iteration 86Q: 3 clusters Score -2.244828e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183516 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -22448288.000000 Penalty: 6014.493652
	Iteration 87Q: 3 clusters Score -2.244829e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183527 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -22448292.000000 Penalty: 6014.493652
	Iteration 88Q: 3 clusters Score -2.244829e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183536 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -22448302.000000 Penalty: 6014.493652
	Iteration 89Q: 3 clusters Score -2.24483e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183539 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -22448296.000000 Penalty: 6014.493652
	Iteration 90Q: 3 clusters Score -2.24483e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183543 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -22448294.000000 Penalty: 6014.493652
	Iteration 91Q: 3 clusters Score -2.244829e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183547 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -22448298.000000 Penalty: 6014.493652
	Iteration 92Q: 3 clusters Score -2.24483e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183550 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -22448300.000000 Penalty: 6014.493652
	Iteration 93Q: 3 clusters Score -2.24483e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183554 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -22448288.000000 Penalty: 6014.493652
	Iteration 94Q: 3 clusters Score -2.244829e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183555 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -22448284.000000 Penalty: 6014.493652
	Iteration 95Q: 3 clusters Score -2.244828e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183558 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -22448288.000000 Penalty: 6014.493652
	Iteration 96Q: 3 clusters Score -2.244829e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183559 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -22448274.000000 Penalty: 6014.493652
	Iteration 97Q: 3 clusters Score -2.244827e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183560 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -22448290.000000 Penalty: 6014.493652
	Iteration 98Q: 3 clusters Score -2.244829e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183561 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -22448290.000000 Penalty: 6014.493652
	Iteration 99Q: 3 clusters Score -2.244829e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183563 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -22448278.000000 Penalty: 6014.493652
	Iteration 100F: 3 clusters Score -2.244828e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183567 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -22448290.000000 Penalty: 6014.493652
	Iteration 101Q: 3 clusters Score -2.244829e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183568 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -22448292.000000 Penalty: 6014.493652
	Iteration 102Q: 3 clusters Score -2.244829e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183569 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -22448290.000000 Penalty: 6014.493652
	Iteration 103Q: 3 clusters Score -2.244829e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183570 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -22448292.000000 Penalty: 6014.493652
	Iteration 104Q: 3 clusters Score -2.244829e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183570 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -22448292.000000 Penalty: 6014.493652
	Iteration 105Q: 3 clusters Score -2.244829e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183571 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -22448290.000000 Penalty: 6014.493652
	Iteration 106Q: 3 clusters Score -2.244829e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183574 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -22448304.000000 Penalty: 6014.493652
	Iteration 107Q: 3 clusters Score -2.24483e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183575 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -22448300.000000 Penalty: 6014.493652
	Iteration 108Q: 3 clusters Score -2.24483e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183575 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -22448300.000000 Penalty: 6014.493652
	Iteration 109Q: 3 clusters Score -2.24483e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183577 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -22448308.000000 Penalty: 6014.493652
	Iteration 110Q: 3 clusters Score -2.244831e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183578 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -22448312.000000 Penalty: 6014.493652
	Iteration 111Q: 3 clusters Score -2.244831e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183579 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -22448304.000000 Penalty: 6014.493652
	Iteration 112Q: 3 clusters Score -2.24483e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183580 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -22448308.000000 Penalty: 6014.493652
	Iteration 113Q: 3 clusters Score -2.244831e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183581 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -22448298.000000 Penalty: 6014.493652
	Iteration 114Q: 3 clusters Score -2.24483e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183582 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -22448300.000000 Penalty: 6014.493652
	Iteration 115Q: 3 clusters Score -2.24483e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183582 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -22448300.000000 Penalty: 6014.493652
	Iteration 116F: 3 clusters Score -2.24483e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Entering Unmasked Estep 
Score: -1249356.000000 Penalty: 2322.294434
	Iteration 0F: 2 clusters Score -1249356 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -1240633.250000 Penalty: 4644.588867
	Iteration 0F: 3 clusters Score -1240633 nChanged 4903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -1243300.875000 Penalty: 4644.588867
	Iteration 1F: 3 clusters Score -1243301 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -1243714.500000 Penalty: 4644.588867
	Iteration 2F: 3 clusters Score -1243714 nChanged 690
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
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	Iteration 3F: 3 clusters Score -1244132 nChanged 671
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
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	Iteration 4F: 3 clusters Score -1244679 nChanged 733
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
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	Iteration 5F: 3 clusters Score -1245353 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -1246100 nChanged 738
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -1246697 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -1247227 nChanged 609
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Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
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	Iteration 9F: 3 clusters Score -1247740 nChanged 527
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -1248146 nChanged 460
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -1248442 nChanged 375
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -1248637 nChanged 267
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Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -1248766 nChanged 228
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Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -1248898 nChanged 194
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -1249034 nChanged 222
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Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -1249257 nChanged 239
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Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -1249580 nChanged 232
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Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -1249965 nChanged 231
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Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -1250259 nChanged 237
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -1250382.625000 Penalty: 4644.588867
	Iteration 20F: 3 clusters Score -1250383 nChanged 170
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -1250461 nChanged 121
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Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -1250513 nChanged 112
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Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -1250547 nChanged 89
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Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -1250581 nChanged 81
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Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -1250610 nChanged 68
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -1250628 nChanged 57
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Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -1250638 nChanged 46
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Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1250646 nChanged 45
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Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -1250662 nChanged 55
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Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -1250678 nChanged 39
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -1250687 nChanged 29
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Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -1250690 nChanged 28
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Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -1250696 nChanged 26
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1250698 nChanged 30
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Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1250704 nChanged 27
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Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1250707 nChanged 33
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Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1250716 nChanged 22
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1250722 nChanged 27
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Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1250726 nChanged 22
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -1250731.375000 Penalty: 4644.588867
	Iteration 40F: 3 clusters Score -1250731 nChanged 27
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1250736 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1250743 nChanged 23
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Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1250744 nChanged 23
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1250754 nChanged 17
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1250756 nChanged 20
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Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -1250761 nChanged 18
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -1250762 nChanged 20
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1250764 nChanged 13
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -1250764 nChanged 13
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Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -1250773 nChanged 16
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Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -1250775 nChanged 17
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Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1250777 nChanged 19
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1250781 nChanged 27
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Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -1250789 nChanged 23
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Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1250792 nChanged 24
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Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 4979 members 
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	Iteration 56Q: 3 clusters Score -1250800 nChanged 20
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Mstep: Class 1 contains 6701 members 
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	Iteration 57Q: 3 clusters Score -1250801 nChanged 23
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Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 4940 members 
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	Iteration 58Q: 3 clusters Score -1250805 nChanged 32
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Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1250810 nChanged 37
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Mstep: Class 1 contains 6787 members 
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -1250822 nChanged 39
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Mstep: Class 1 contains 6824 members 
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Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -1250827 nChanged 41
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Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1250843 nChanged 44
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Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1250858 nChanged 48
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Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1250878 nChanged 60
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Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1250903 nChanged 69
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Mstep: Class 1 contains 7070 members 
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	Iteration 66Q: 3 clusters Score -1250930 nChanged 58
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Mstep: Class 1 contains 7122 members 
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	Iteration 67Q: 3 clusters Score -1250954 nChanged 55
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Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1250974 nChanged 52
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Mstep: Class 1 contains 7225 members 
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1250992 nChanged 64
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Mstep: Class 1 contains 7285 members 
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	Iteration 70Q: 3 clusters Score -1251018 nChanged 67
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Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 4320 members 
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	Iteration 71Q: 3 clusters Score -1251053 nChanged 76
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Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 4262 members 
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	Iteration 72Q: 3 clusters Score -1251092 nChanged 82
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Mstep: Class 1 contains 7468 members 
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	Iteration 73Q: 3 clusters Score -1251136 nChanged 108
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Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 4110 members 
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	Iteration 74Q: 3 clusters Score -1251218 nChanged 149
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Mstep: Class 1 contains 7663 members 
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	Iteration 75Q: 3 clusters Score -1251352 nChanged 152
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Mstep: Class 1 contains 7777 members 
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	Iteration 76Q: 3 clusters Score -1251513 nChanged 148
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Mstep: Class 1 contains 7875 members 
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	Iteration 77Q: 3 clusters Score -1251659 nChanged 144
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Mstep: Class 1 contains 7981 members 
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	Iteration 78Q: 3 clusters Score -1251789 nChanged 117
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Mstep: Class 1 contains 8052 members 
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	Iteration 79Q: 3 clusters Score -1251882 nChanged 102
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Mstep: Class 1 contains 8124 members 
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	Iteration 80F: 3 clusters Score -1251968 nChanged 87
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Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 3467 members 
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	Iteration 81Q: 3 clusters Score -1252045 nChanged 81
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Mstep: Class 1 contains 8256 members 
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	Iteration 82Q: 3 clusters Score -1252106 nChanged 62
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Mstep: Class 1 contains 8308 members 
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	Iteration 83Q: 3 clusters Score -1252145 nChanged 52
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Mstep: Class 1 contains 8350 members 
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	Iteration 84Q: 3 clusters Score -1252174 nChanged 45
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Mstep: Class 1 contains 8389 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1252201 nChanged 28
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Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1252206 nChanged 26
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Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 3225 members 
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	Iteration 87Q: 3 clusters Score -1252213 nChanged 18
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Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1252213 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1252219 nChanged 7
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Mstep: Class 1 contains 8468 members 
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	Iteration 90Q: 3 clusters Score -1252218 nChanged 2
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1252219 nChanged 0
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Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
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	Iteration 92F: 3 clusters Score -1252219 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 1726 members 
Mstep: Class 3 contains 5062 members 
Mstep: Class 4 contains 4330 members 
Mstep: Class 5 contains 2451 members 
Mstep: Class 6 contains 1141 members 
Mstep: Class 7 contains 220510 members 
Mstep: Class 8 contains 72504 members 
Mstep: Class 9 contains 50219 members 
Mstep: Class 10 contains 2767 members 
Mstep: Class 11 contains 184609 members 
Mstep: Class 12 contains 8470 members 
Mstep: Class 13 contains 106753 members 
Mstep: Class 14 contains 44368 members 
Mstep: Class 15 contains 244694 members 
Mstep: Class 16 contains 6515 members 
Mstep: Class 17 contains 55501 members 
Mstep: Class 18 contains 151212 members 
Mstep: Class 19 contains 30721 members 
Mstep: Class 20 contains 11437 members 
Mstep: Class 21 contains 6405 members 
Mstep: Class 22 contains 238 members 
Mstep: Class 23 contains 18240 members 
Mstep: Class 24 contains 632 members 
Mstep: Class 25 contains 2540 members 
Mstep: Class 26 contains 100950 members 
Mstep: Class 27 contains 10151 members 
Mstep: Class 28 contains 3192 members 
Entering Unmasked Estep 
Score: -155521168.000000 Penalty: 98071.343750
Splitting cluster 12 changes total score from -155413280.000000 to -155521168.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 14 (44368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44368 members 
Entering Unmasked Estep 
Score: -5158552.500000 Penalty: 2653.667725
	Iteration 0F: 2 clusters Score -5158552 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22178 members 
Mstep: Class 2 contains 22190 members 
Entering Unmasked Estep 
Score: -5128826.000000 Penalty: 5307.335449
	Iteration 0F: 3 clusters Score -5128826 nChanged 20115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22271 members 
Mstep: Class 2 contains 22097 members 
Entering Unmasked Estep 
Score: -5139998.000000 Penalty: 5307.335449
	Iteration 1F: 3 clusters Score -5139998 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22067 members 
Mstep: Class 2 contains 22301 members 
Entering Unmasked Estep 
Score: -5140878.000000 Penalty: 5307.335449
	Iteration 2F: 3 clusters Score -5140878 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21638 members 
Mstep: Class 2 contains 22730 members 
Entering Unmasked Estep 
Score: -5142010.500000 Penalty: 5307.335449
	Iteration 3F: 3 clusters Score -5142010 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20886 members 
Mstep: Class 2 contains 23482 members 
Entering Unmasked Estep 
Score: -5143489.500000 Penalty: 5307.335449
	Iteration 4F: 3 clusters Score -5143490 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19769 members 
Mstep: Class 2 contains 24599 members 
Entering Unmasked Estep 
Score: -5145502.000000 Penalty: 5307.335449
	Iteration 5F: 3 clusters Score -5145502 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18282 members 
Mstep: Class 2 contains 26086 members 
Entering Unmasked Estep 
Score: -5147766.000000 Penalty: 5307.335449
	Iteration 6F: 3 clusters Score -5147766 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16712 members 
Mstep: Class 2 contains 27656 members 
Entering Unmasked Estep 
Score: -5149926.500000 Penalty: 5307.335449
	Iteration 7F: 3 clusters Score -5149926 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15333 members 
Mstep: Class 2 contains 29035 members 
Entering Unmasked Estep 
Score: -5151604.500000 Penalty: 5307.335449
	Iteration 8F: 3 clusters Score -5151604 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14218 members 
Mstep: Class 2 contains 30150 members 
Entering Unmasked Estep 
Score: -5152742.500000 Penalty: 5307.335449
	Iteration 9F: 3 clusters Score -5152742 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13323 members 
Mstep: Class 2 contains 31045 members 
Entering Unmasked Estep 
Score: -5153521.500000 Penalty: 5307.335449
	Iteration 10Q: 3 clusters Score -5153522 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12533 members 
Mstep: Class 2 contains 31835 members 
Entering Unmasked Estep 
Score: -5154044.500000 Penalty: 5307.335449
	Iteration 11Q: 3 clusters Score -5154044 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11791 members 
Mstep: Class 2 contains 32577 members 
Entering Unmasked Estep 
Score: -5154490.500000 Penalty: 5307.335449
	Iteration 12Q: 3 clusters Score -5154490 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 33302 members 
Entering Unmasked Estep 
Score: -5154784.000000 Penalty: 5307.335449
	Iteration 13Q: 3 clusters Score -5154784 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 34046 members 
Entering Unmasked Estep 
Score: -5155031.000000 Penalty: 5307.335449
	Iteration 14Q: 3 clusters Score -5155031 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 34686 members 
Entering Unmasked Estep 
Score: -5155207.000000 Penalty: 5307.335449
	Iteration 15Q: 3 clusters Score -5155207 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 35262 members 
Entering Unmasked Estep 
Score: -5155388.500000 Penalty: 5307.335449
	Iteration 16Q: 3 clusters Score -5155388 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 35772 members 
Entering Unmasked Estep 
Score: -5155506.500000 Penalty: 5307.335449
	Iteration 17Q: 3 clusters Score -5155506 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 36227 members 
Entering Unmasked Estep 
Score: -5155600.500000 Penalty: 5307.335449
	Iteration 18Q: 3 clusters Score -5155600 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 36613 members 
Entering Unmasked Estep 
Score: -5155671.500000 Penalty: 5307.335449
	Iteration 19Q: 3 clusters Score -5155672 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 36958 members 
Entering Unmasked Estep 
Score: -5155744.500000 Penalty: 5307.335449
	Iteration 20F: 3 clusters Score -5155744 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 37246 members 
Entering Unmasked Estep 
Score: -5155781.500000 Penalty: 5307.335449
	Iteration 21Q: 3 clusters Score -5155782 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 37498 members 
Entering Unmasked Estep 
Score: -5155827.500000 Penalty: 5307.335449
	Iteration 22Q: 3 clusters Score -5155828 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 37748 members 
Entering Unmasked Estep 
Score: -5155837.500000 Penalty: 5307.335449
	Iteration 23Q: 3 clusters Score -5155838 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 37966 members 
Entering Unmasked Estep 
Score: -5155883.500000 Penalty: 5307.335449
	Iteration 24Q: 3 clusters Score -5155884 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 38157 members 
Entering Unmasked Estep 
Score: -5155904.000000 Penalty: 5307.335449
	Iteration 25Q: 3 clusters Score -5155904 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 38323 members 
Entering Unmasked Estep 
Score: -5155924.500000 Penalty: 5307.335449
	Iteration 26Q: 3 clusters Score -5155924 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 38491 members 
Entering Unmasked Estep 
Score: -5155948.500000 Penalty: 5307.335449
	Iteration 27Q: 3 clusters Score -5155948 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 38659 members 
Entering Unmasked Estep 
Score: -5155986.000000 Penalty: 5307.335449
	Iteration 28Q: 3 clusters Score -5155986 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 38803 members 
Entering Unmasked Estep 
Score: -5156017.500000 Penalty: 5307.335449
	Iteration 29Q: 3 clusters Score -5156018 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 38914 members 
Entering Unmasked Estep 
Score: -5156022.000000 Penalty: 5307.335449
	Iteration 30Q: 3 clusters Score -5156022 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 39023 members 
Entering Unmasked Estep 
Score: -5156028.000000 Penalty: 5307.335449
	Iteration 31Q: 3 clusters Score -5156028 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 39114 members 
Entering Unmasked Estep 
Score: -5156057.000000 Penalty: 5307.335449
	Iteration 32Q: 3 clusters Score -5156057 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 39201 members 
Entering Unmasked Estep 
Score: -5156068.500000 Penalty: 5307.335449
	Iteration 33Q: 3 clusters Score -5156068 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 39273 members 
Entering Unmasked Estep 
Score: -5156067.000000 Penalty: 5307.335449
	Iteration 34Q: 3 clusters Score -5156067 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 39340 members 
Entering Unmasked Estep 
Score: -5156080.000000 Penalty: 5307.335449
	Iteration 35Q: 3 clusters Score -5156080 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 39425 members 
Entering Unmasked Estep 
Score: -5156092.500000 Penalty: 5307.335449
	Iteration 36Q: 3 clusters Score -5156092 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 39496 members 
Entering Unmasked Estep 
Score: -5156086.500000 Penalty: 5307.335449
	Iteration 37Q: 3 clusters Score -5156086 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 39567 members 
Entering Unmasked Estep 
Score: -5156108.000000 Penalty: 5307.335449
	Iteration 38Q: 3 clusters Score -5156108 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 39642 members 
Entering Unmasked Estep 
Score: -5156108.500000 Penalty: 5307.335449
	Iteration 39Q: 3 clusters Score -5156108 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 39703 members 
Entering Unmasked Estep 
Score: -5156117.000000 Penalty: 5307.335449
	Iteration 40F: 3 clusters Score -5156117 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 39755 members 
Entering Unmasked Estep 
Score: -5156118.500000 Penalty: 5307.335449
	Iteration 41Q: 3 clusters Score -5156118 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 39798 members 
Entering Unmasked Estep 
Score: -5156127.500000 Penalty: 5307.335449
	Iteration 42Q: 3 clusters Score -5156128 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 39849 members 
Entering Unmasked Estep 
Score: -5156134.500000 Penalty: 5307.335449
	Iteration 43Q: 3 clusters Score -5156134 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 39896 members 
Entering Unmasked Estep 
Score: -5156137.000000 Penalty: 5307.335449
	Iteration 44Q: 3 clusters Score -5156137 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 39941 members 
Entering Unmasked Estep 
Score: -5156147.000000 Penalty: 5307.335449
	Iteration 45Q: 3 clusters Score -5156147 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 39988 members 
Entering Unmasked Estep 
Score: -5156162.500000 Penalty: 5307.335449
	Iteration 46Q: 3 clusters Score -5156162 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 40033 members 
Entering Unmasked Estep 
Score: -5156165.000000 Penalty: 5307.335449
	Iteration 47Q: 3 clusters Score -5156165 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 40082 members 
Entering Unmasked Estep 
Score: -5156160.000000 Penalty: 5307.335449
	Iteration 48Q: 3 clusters Score -5156160 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 40131 members 
Entering Unmasked Estep 
Score: -5156170.000000 Penalty: 5307.335449
	Iteration 49Q: 3 clusters Score -5156170 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 40170 members 
Entering Unmasked Estep 
Score: -5156168.000000 Penalty: 5307.335449
	Iteration 50Q: 3 clusters Score -5156168 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 40201 members 
Entering Unmasked Estep 
Score: -5156165.000000 Penalty: 5307.335449
	Iteration 51Q: 3 clusters Score -5156165 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 40237 members 
Entering Unmasked Estep 
Score: -5156182.500000 Penalty: 5307.335449
	Iteration 52Q: 3 clusters Score -5156182 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 40278 members 
Entering Unmasked Estep 
Score: -5156184.000000 Penalty: 5307.335449
	Iteration 53Q: 3 clusters Score -5156184 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 40316 members 
Entering Unmasked Estep 
Score: -5156173.000000 Penalty: 5307.335449
	Iteration 54Q: 3 clusters Score -5156173 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 40354 members 
Entering Unmasked Estep 
Score: -5156191.000000 Penalty: 5307.335449
	Iteration 55Q: 3 clusters Score -5156191 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 40391 members 
Entering Unmasked Estep 
Score: -5156191.000000 Penalty: 5307.335449
	Iteration 56Q: 3 clusters Score -5156191 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 40419 members 
Entering Unmasked Estep 
Score: -5156196.000000 Penalty: 5307.335449
	Iteration 57Q: 3 clusters Score -5156196 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 40450 members 
Entering Unmasked Estep 
Score: -5156203.000000 Penalty: 5307.335449
	Iteration 58Q: 3 clusters Score -5156203 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 40482 members 
Entering Unmasked Estep 
Score: -5156210.500000 Penalty: 5307.335449
	Iteration 59Q: 3 clusters Score -5156210 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 40510 members 
Entering Unmasked Estep 
Score: -5156203.500000 Penalty: 5307.335449
	Iteration 60F: 3 clusters Score -5156204 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 40535 members 
Entering Unmasked Estep 
Score: -5156213.000000 Penalty: 5307.335449
	Iteration 61Q: 3 clusters Score -5156213 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 40570 members 
Entering Unmasked Estep 
Score: -5156204.000000 Penalty: 5307.335449
	Iteration 62Q: 3 clusters Score -5156204 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 40600 members 
Entering Unmasked Estep 
Score: -5156220.500000 Penalty: 5307.335449
	Iteration 63Q: 3 clusters Score -5156220 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 40629 members 
Entering Unmasked Estep 
Score: -5156211.000000 Penalty: 5307.335449
	Iteration 64Q: 3 clusters Score -5156211 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 40652 members 
Entering Unmasked Estep 
Score: -5156215.000000 Penalty: 5307.335449
	Iteration 65Q: 3 clusters Score -5156215 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 40677 members 
Entering Unmasked Estep 
Score: -5156211.000000 Penalty: 5307.335449
	Iteration 66Q: 3 clusters Score -5156211 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 40706 members 
Entering Unmasked Estep 
Score: -5156223.000000 Penalty: 5307.335449
	Iteration 67Q: 3 clusters Score -5156223 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 40729 members 
Entering Unmasked Estep 
Score: -5156223.000000 Penalty: 5307.335449
	Iteration 68Q: 3 clusters Score -5156223 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 40751 members 
Entering Unmasked Estep 
Score: -5156221.500000 Penalty: 5307.335449
	Iteration 69Q: 3 clusters Score -5156222 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 40774 members 
Entering Unmasked Estep 
Score: -5156218.500000 Penalty: 5307.335449
	Iteration 70Q: 3 clusters Score -5156218 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 40795 members 
Entering Unmasked Estep 
Score: -5156234.500000 Penalty: 5307.335449
	Iteration 71Q: 3 clusters Score -5156234 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 40819 members 
Entering Unmasked Estep 
Score: -5156232.500000 Penalty: 5307.335449
	Iteration 72Q: 3 clusters Score -5156232 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 40851 members 
Entering Unmasked Estep 
Score: -5156236.500000 Penalty: 5307.335449
	Iteration 73Q: 3 clusters Score -5156236 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 40875 members 
Entering Unmasked Estep 
Score: -5156242.500000 Penalty: 5307.335449
	Iteration 74Q: 3 clusters Score -5156242 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 40890 members 
Entering Unmasked Estep 
Score: -5156236.000000 Penalty: 5307.335449
	Iteration 75Q: 3 clusters Score -5156236 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 40914 members 
Entering Unmasked Estep 
Score: -5156229.500000 Penalty: 5307.335449
	Iteration 76Q: 3 clusters Score -5156230 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 40936 members 
Entering Unmasked Estep 
Score: -5156224.500000 Penalty: 5307.335449
	Iteration 77Q: 3 clusters Score -5156224 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 40962 members 
Entering Unmasked Estep 
Score: -5156228.000000 Penalty: 5307.335449
	Iteration 78Q: 3 clusters Score -5156228 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 40990 members 
Entering Unmasked Estep 
Score: -5156243.000000 Penalty: 5307.335449
	Iteration 79Q: 3 clusters Score -5156243 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 41017 members 
Entering Unmasked Estep 
Score: -5156247.000000 Penalty: 5307.335449
	Iteration 80F: 3 clusters Score -5156247 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 41046 members 
Entering Unmasked Estep 
Score: -5156244.500000 Penalty: 5307.335449
	Iteration 81Q: 3 clusters Score -5156244 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 41064 members 
Entering Unmasked Estep 
Score: -5156249.500000 Penalty: 5307.335449
	Iteration 82Q: 3 clusters Score -5156250 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 41092 members 
Entering Unmasked Estep 
Score: -5156248.500000 Penalty: 5307.335449
	Iteration 83Q: 3 clusters Score -5156248 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 41116 members 
Entering Unmasked Estep 
Score: -5156266.500000 Penalty: 5307.335449
	Iteration 84Q: 3 clusters Score -5156266 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 41142 members 
Entering Unmasked Estep 
Score: -5156276.000000 Penalty: 5307.335449
	Iteration 85Q: 3 clusters Score -5156276 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 41164 members 
Entering Unmasked Estep 
Score: -5156277.000000 Penalty: 5307.335449
	Iteration 86Q: 3 clusters Score -5156277 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 41182 members 
Entering Unmasked Estep 
Score: -5156280.500000 Penalty: 5307.335449
	Iteration 87Q: 3 clusters Score -5156280 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 41205 members 
Entering Unmasked Estep 
Score: -5156282.500000 Penalty: 5307.335449
	Iteration 88Q: 3 clusters Score -5156282 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 41222 members 
Entering Unmasked Estep 
Score: -5156288.000000 Penalty: 5307.335449
	Iteration 89Q: 3 clusters Score -5156288 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 41241 members 
Entering Unmasked Estep 
Score: -5156281.500000 Penalty: 5307.335449
	Iteration 90Q: 3 clusters Score -5156282 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 41253 members 
Entering Unmasked Estep 
Score: -5156276.500000 Penalty: 5307.335449
	Iteration 91Q: 3 clusters Score -5156276 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 41271 members 
Entering Unmasked Estep 
Score: -5156275.500000 Penalty: 5307.335449
	Iteration 92Q: 3 clusters Score -5156276 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 41284 members 
Entering Unmasked Estep 
Score: -5156286.000000 Penalty: 5307.335449
	Iteration 93Q: 3 clusters Score -5156286 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 41297 members 
Entering Unmasked Estep 
Score: -5156287.500000 Penalty: 5307.335449
	Iteration 94Q: 3 clusters Score -5156288 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 41318 members 
Entering Unmasked Estep 
Score: -5156292.000000 Penalty: 5307.335449
	Iteration 95Q: 3 clusters Score -5156292 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 41340 members 
Entering Unmasked Estep 
Score: -5156298.000000 Penalty: 5307.335449
	Iteration 96Q: 3 clusters Score -5156298 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 41358 members 
Entering Unmasked Estep 
Score: -5156296.000000 Penalty: 5307.335449
	Iteration 97Q: 3 clusters Score -5156296 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 41373 members 
Entering Unmasked Estep 
Score: -5156302.500000 Penalty: 5307.335449
	Iteration 98Q: 3 clusters Score -5156302 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 41389 members 
Entering Unmasked Estep 
Score: -5156313.000000 Penalty: 5307.335449
	Iteration 99Q: 3 clusters Score -5156313 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 41406 members 
Entering Unmasked Estep 
Score: -5156316.000000 Penalty: 5307.335449
	Iteration 100F: 3 clusters Score -5156316 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 41421 members 
Entering Unmasked Estep 
Score: -5156327.500000 Penalty: 5307.335449
	Iteration 101Q: 3 clusters Score -5156328 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 41433 members 
Entering Unmasked Estep 
Score: -5156322.000000 Penalty: 5307.335449
	Iteration 102Q: 3 clusters Score -5156322 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 41445 members 
Entering Unmasked Estep 
Score: -5156323.000000 Penalty: 5307.335449
	Iteration 103Q: 3 clusters Score -5156323 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 41460 members 
Entering Unmasked Estep 
Score: -5156325.000000 Penalty: 5307.335449
	Iteration 104Q: 3 clusters Score -5156325 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 41469 members 
Entering Unmasked Estep 
Score: -5156321.500000 Penalty: 5307.335449
	Iteration 105Q: 3 clusters Score -5156322 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 41477 members 
Entering Unmasked Estep 
Score: -5156316.500000 Penalty: 5307.335449
	Iteration 106Q: 3 clusters Score -5156316 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 41492 members 
Entering Unmasked Estep 
Score: -5156322.000000 Penalty: 5307.335449
	Iteration 107Q: 3 clusters Score -5156322 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 41509 members 
Entering Unmasked Estep 
Score: -5156336.000000 Penalty: 5307.335449
	Iteration 108Q: 3 clusters Score -5156336 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 41518 members 
Entering Unmasked Estep 
Score: -5156343.000000 Penalty: 5307.335449
	Iteration 109Q: 3 clusters Score -5156343 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 41531 members 
Entering Unmasked Estep 
Score: -5156346.000000 Penalty: 5307.335449
	Iteration 110Q: 3 clusters Score -5156346 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 41541 members 
Entering Unmasked Estep 
Score: -5156347.000000 Penalty: 5307.335449
	Iteration 111Q: 3 clusters Score -5156347 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 41552 members 
Entering Unmasked Estep 
Score: -5156351.500000 Penalty: 5307.335449
	Iteration 112Q: 3 clusters Score -5156352 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 41563 members 
Entering Unmasked Estep 
Score: -5156359.000000 Penalty: 5307.335449
	Iteration 113Q: 3 clusters Score -5156359 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 41570 members 
Entering Unmasked Estep 
Score: -5156364.000000 Penalty: 5307.335449
	Iteration 114Q: 3 clusters Score -5156364 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 41579 members 
Entering Unmasked Estep 
Score: -5156361.500000 Penalty: 5307.335449
	Iteration 115Q: 3 clusters Score -5156362 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 41590 members 
Entering Unmasked Estep 
Score: -5156376.500000 Penalty: 5307.335449
	Iteration 116Q: 3 clusters Score -5156376 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 41597 members 
Entering Unmasked Estep 
Score: -5156371.000000 Penalty: 5307.335449
	Iteration 117Q: 3 clusters Score -5156371 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 41604 members 
Entering Unmasked Estep 
Score: -5156378.000000 Penalty: 5307.335449
	Iteration 118Q: 3 clusters Score -5156378 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 41607 members 
Entering Unmasked Estep 
Score: -5156381.000000 Penalty: 5307.335449
	Iteration 119Q: 3 clusters Score -5156381 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 41615 members 
Entering Unmasked Estep 
Score: -5156381.500000 Penalty: 5307.335449
	Iteration 120F: 3 clusters Score -5156382 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 41623 members 
Entering Unmasked Estep 
Score: -5156381.500000 Penalty: 5307.335449
	Iteration 121Q: 3 clusters Score -5156382 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 41632 members 
Entering Unmasked Estep 
Score: -5156383.500000 Penalty: 5307.335449
	Iteration 122Q: 3 clusters Score -5156384 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 41644 members 
Entering Unmasked Estep 
Score: -5156372.000000 Penalty: 5307.335449
	Iteration 123Q: 3 clusters Score -5156372 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 41651 members 
Entering Unmasked Estep 
Score: -5156374.000000 Penalty: 5307.335449
	Iteration 124Q: 3 clusters Score -5156374 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 41659 members 
Entering Unmasked Estep 
Score: -5156386.000000 Penalty: 5307.335449
	Iteration 125Q: 3 clusters Score -5156386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 41662 members 
Entering Unmasked Estep 
Score: -5156385.500000 Penalty: 5307.335449
	Iteration 126Q: 3 clusters Score -5156386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 41665 members 
Entering Unmasked Estep 
Score: -5156384.500000 Penalty: 5307.335449
	Iteration 127Q: 3 clusters Score -5156384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 41668 members 
Entering Unmasked Estep 
Score: -5156386.500000 Penalty: 5307.335449
	Iteration 128Q: 3 clusters Score -5156386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 41670 members 
Entering Unmasked Estep 
Score: -5156379.000000 Penalty: 5307.335449
	Iteration 129Q: 3 clusters Score -5156379 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 41672 members 
Entering Unmasked Estep 
Score: -5156376.000000 Penalty: 5307.335449
	Iteration 130Q: 3 clusters Score -5156376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 41676 members 
Entering Unmasked Estep 
Score: -5156379.500000 Penalty: 5307.335449
	Iteration 131Q: 3 clusters Score -5156380 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 41682 members 
Entering Unmasked Estep 
Score: -5156379.000000 Penalty: 5307.335449
	Iteration 132Q: 3 clusters Score -5156379 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 41690 members 
Entering Unmasked Estep 
Score: -5156386.000000 Penalty: 5307.335449
	Iteration 133Q: 3 clusters Score -5156386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 41693 members 
Entering Unmasked Estep 
Score: -5156392.500000 Penalty: 5307.335449
	Iteration 134Q: 3 clusters Score -5156392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 41696 members 
Entering Unmasked Estep 
Score: -5156393.000000 Penalty: 5307.335449
	Iteration 135Q: 3 clusters Score -5156393 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 41699 members 
Entering Unmasked Estep 
Score: -5156390.500000 Penalty: 5307.335449
	Iteration 136Q: 3 clusters Score -5156390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 41700 members 
Entering Unmasked Estep 
Score: -5156389.000000 Penalty: 5307.335449
	Iteration 137Q: 3 clusters Score -5156389 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 41701 members 
Entering Unmasked Estep 
Score: -5156388.000000 Penalty: 5307.335449
	Iteration 138Q: 3 clusters Score -5156388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 41703 members 
Entering Unmasked Estep 
Score: -5156386.000000 Penalty: 5307.335449
	Iteration 139Q: 3 clusters Score -5156386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 41705 members 
Entering Unmasked Estep 
Score: -5156384.500000 Penalty: 5307.335449
	Iteration 140F: 3 clusters Score -5156384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 41706 members 
Entering Unmasked Estep 
Score: -5156381.500000 Penalty: 5307.335449
	Iteration 141Q: 3 clusters Score -5156382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 41707 members 
Entering Unmasked Estep 
Score: -5156383.500000 Penalty: 5307.335449
	Iteration 142Q: 3 clusters Score -5156384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 41708 members 
Entering Unmasked Estep 
Score: -5156384.500000 Penalty: 5307.335449
	Iteration 143Q: 3 clusters Score -5156384 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 41708 members 
Entering Unmasked Estep 
Score: -5156384.500000 Penalty: 5307.335449
	Iteration 144F: 3 clusters Score -5156384 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (244694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244694 members 
Entering Unmasked Estep 
Score: -28900734.000000 Penalty: 3077.125244
	Iteration 0F: 2 clusters Score -2.890073e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122134 members 
Mstep: Class 2 contains 122560 members 
Entering Unmasked Estep 
Score: -28737390.000000 Penalty: 6154.250488
	Iteration 0F: 3 clusters Score -2.873739e+07 nChanged 118116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116668 members 
Mstep: Class 2 contains 128026 members 
Entering Unmasked Estep 
Score: -28808170.000000 Penalty: 6154.250488
	Iteration 1F: 3 clusters Score -2.880817e+07 nChanged 8364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113556 members 
Mstep: Class 2 contains 131138 members 
Entering Unmasked Estep 
Score: -28811204.000000 Penalty: 6154.250488
	Iteration 2Q: 3 clusters Score -2.88112e+07 nChanged 10160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109474 members 
Mstep: Class 2 contains 135220 members 
Entering Unmasked Estep 
Score: -28816612.000000 Penalty: 6154.250488
	Iteration 3Q: 3 clusters Score -2.881661e+07 nChanged 12373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104617 members 
Mstep: Class 2 contains 140077 members 
Entering Unmasked Estep 
Score: -28823576.000000 Penalty: 6154.250488
	Iteration 4F: 3 clusters Score -2.882358e+07 nChanged 14063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99384 members 
Mstep: Class 2 contains 145310 members 
Entering Unmasked Estep 
Score: -28831756.000000 Penalty: 6154.250488
	Iteration 5F: 3 clusters Score -2.883176e+07 nChanged 14909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93965 members 
Mstep: Class 2 contains 150729 members 
Entering Unmasked Estep 
Score: -28840810.000000 Penalty: 6154.250488
	Iteration 6F: 3 clusters Score -2.884081e+07 nChanged 14963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88946 members 
Mstep: Class 2 contains 155748 members 
Entering Unmasked Estep 
Score: -28849910.000000 Penalty: 6154.250488
	Iteration 7F: 3 clusters Score -2.884991e+07 nChanged 13565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84693 members 
Mstep: Class 2 contains 160001 members 
Entering Unmasked Estep 
Score: -28857886.000000 Penalty: 6154.250488
	Iteration 8F: 3 clusters Score -2.885789e+07 nChanged 11352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81081 members 
Mstep: Class 2 contains 163613 members 
Entering Unmasked Estep 
Score: -28863122.000000 Penalty: 6154.250488
	Iteration 9Q: 3 clusters Score -2.886312e+07 nChanged 8955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77868 members 
Mstep: Class 2 contains 166826 members 
Entering Unmasked Estep 
Score: -28866934.000000 Penalty: 6154.250488
	Iteration 10Q: 3 clusters Score -2.886693e+07 nChanged 7018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74668 members 
Mstep: Class 2 contains 170026 members 
Entering Unmasked Estep 
Score: -28869808.000000 Penalty: 6154.250488
	Iteration 11Q: 3 clusters Score -2.886981e+07 nChanged 5603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71477 members 
Mstep: Class 2 contains 173217 members 
Entering Unmasked Estep 
Score: -28871758.000000 Penalty: 6154.250488
	Iteration 12Q: 3 clusters Score -2.887176e+07 nChanged 4811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68030 members 
Mstep: Class 2 contains 176664 members 
Entering Unmasked Estep 
Score: -28873496.000000 Penalty: 6154.250488
	Iteration 13Q: 3 clusters Score -2.88735e+07 nChanged 4624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64248 members 
Mstep: Class 2 contains 180446 members 
Entering Unmasked Estep 
Score: -28875152.000000 Penalty: 6154.250488
	Iteration 14Q: 3 clusters Score -2.887515e+07 nChanged 4626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60210 members 
Mstep: Class 2 contains 184484 members 
Entering Unmasked Estep 
Score: -28876978.000000 Penalty: 6154.250488
	Iteration 15Q: 3 clusters Score -2.887698e+07 nChanged 4661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55993 members 
Mstep: Class 2 contains 188701 members 
Entering Unmasked Estep 
Score: -28878804.000000 Penalty: 6154.250488
	Iteration 16Q: 3 clusters Score -2.88788e+07 nChanged 4687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51664 members 
Mstep: Class 2 contains 193030 members 
Entering Unmasked Estep 
Score: -28880606.000000 Penalty: 6154.250488
	Iteration 17Q: 3 clusters Score -2.888061e+07 nChanged 4770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47186 members 
Mstep: Class 2 contains 197508 members 
Entering Unmasked Estep 
Score: -28882714.000000 Penalty: 6154.250488
	Iteration 18Q: 3 clusters Score -2.888271e+07 nChanged 4696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42716 members 
Mstep: Class 2 contains 201978 members 
Entering Unmasked Estep 
Score: -28885018.000000 Penalty: 6154.250488
	Iteration 19Q: 3 clusters Score -2.888502e+07 nChanged 4658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38234 members 
Mstep: Class 2 contains 206460 members 
Entering Unmasked Estep 
Score: -28887340.000000 Penalty: 6154.250488
	Iteration 20F: 3 clusters Score -2.888734e+07 nChanged 4442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33934 members 
Mstep: Class 2 contains 210760 members 
Entering Unmasked Estep 
Score: -28889664.000000 Penalty: 6154.250488
	Iteration 21Q: 3 clusters Score -2.888966e+07 nChanged 4078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29966 members 
Mstep: Class 2 contains 214728 members 
Entering Unmasked Estep 
Score: -28891628.000000 Penalty: 6154.250488
	Iteration 22Q: 3 clusters Score -2.889163e+07 nChanged 3493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26585 members 
Mstep: Class 2 contains 218109 members 
Entering Unmasked Estep 
Score: -28893286.000000 Penalty: 6154.250488
	Iteration 23Q: 3 clusters Score -2.889329e+07 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23744 members 
Mstep: Class 2 contains 220950 members 
Entering Unmasked Estep 
Score: -28894838.000000 Penalty: 6154.250488
	Iteration 24Q: 3 clusters Score -2.889484e+07 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21330 members 
Mstep: Class 2 contains 223364 members 
Entering Unmasked Estep 
Score: -28895926.000000 Penalty: 6154.250488
	Iteration 25Q: 3 clusters Score -2.889593e+07 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19338 members 
Mstep: Class 2 contains 225356 members 
Entering Unmasked Estep 
Score: -28896890.000000 Penalty: 6154.250488
	Iteration 26Q: 3 clusters Score -2.889689e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17668 members 
Mstep: Class 2 contains 227026 members 
Entering Unmasked Estep 
Score: -28897654.000000 Penalty: 6154.250488
	Iteration 27Q: 3 clusters Score -2.889765e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16284 members 
Mstep: Class 2 contains 228410 members 
Entering Unmasked Estep 
Score: -28898180.000000 Penalty: 6154.250488
	Iteration 28Q: 3 clusters Score -2.889818e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15104 members 
Mstep: Class 2 contains 229590 members 
Entering Unmasked Estep 
Score: -28898466.000000 Penalty: 6154.250488
	Iteration 29Q: 3 clusters Score -2.889847e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14140 members 
Mstep: Class 2 contains 230554 members 
Entering Unmasked Estep 
Score: -28898698.000000 Penalty: 6154.250488
	Iteration 30Q: 3 clusters Score -2.88987e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13263 members 
Mstep: Class 2 contains 231431 members 
Entering Unmasked Estep 
Score: -28898928.000000 Penalty: 6154.250488
	Iteration 31Q: 3 clusters Score -2.889893e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 232194 members 
Entering Unmasked Estep 
Score: -28899178.000000 Penalty: 6154.250488
	Iteration 32Q: 3 clusters Score -2.889918e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 232843 members 
Entering Unmasked Estep 
Score: -28899322.000000 Penalty: 6154.250488
	Iteration 33Q: 3 clusters Score -2.889932e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 233429 members 
Entering Unmasked Estep 
Score: -28899492.000000 Penalty: 6154.250488
	Iteration 34Q: 3 clusters Score -2.889949e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 233918 members 
Entering Unmasked Estep 
Score: -28899576.000000 Penalty: 6154.250488
	Iteration 35Q: 3 clusters Score -2.889958e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 234340 members 
Entering Unmasked Estep 
Score: -28899600.000000 Penalty: 6154.250488
	Iteration 36Q: 3 clusters Score -2.88996e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 234722 members 
Entering Unmasked Estep 
Score: -28899660.000000 Penalty: 6154.250488
	Iteration 37Q: 3 clusters Score -2.889966e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 235075 members 
Entering Unmasked Estep 
Score: -28899704.000000 Penalty: 6154.250488
	Iteration 38Q: 3 clusters Score -2.88997e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 235372 members 
Entering Unmasked Estep 
Score: -28899732.000000 Penalty: 6154.250488
	Iteration 39Q: 3 clusters Score -2.889973e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 235651 members 
Entering Unmasked Estep 
Score: -28899768.000000 Penalty: 6154.250488
	Iteration 40F: 3 clusters Score -2.889977e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 235911 members 
Entering Unmasked Estep 
Score: -28899780.000000 Penalty: 6154.250488
	Iteration 41Q: 3 clusters Score -2.889978e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 236139 members 
Entering Unmasked Estep 
Score: -28899820.000000 Penalty: 6154.250488
	Iteration 42Q: 3 clusters Score -2.889982e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 236341 members 
Entering Unmasked Estep 
Score: -28899858.000000 Penalty: 6154.250488
	Iteration 43Q: 3 clusters Score -2.889986e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 236516 members 
Entering Unmasked Estep 
Score: -28899922.000000 Penalty: 6154.250488
	Iteration 44Q: 3 clusters Score -2.889992e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 236662 members 
Entering Unmasked Estep 
Score: -28899980.000000 Penalty: 6154.250488
	Iteration 45Q: 3 clusters Score -2.889998e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 236788 members 
Entering Unmasked Estep 
Score: -28900062.000000 Penalty: 6154.250488
	Iteration 46Q: 3 clusters Score -2.890006e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 236928 members 
Entering Unmasked Estep 
Score: -28900056.000000 Penalty: 6154.250488
	Iteration 47Q: 3 clusters Score -2.890006e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 237048 members 
Entering Unmasked Estep 
Score: -28900094.000000 Penalty: 6154.250488
	Iteration 48Q: 3 clusters Score -2.890009e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 237168 members 
Entering Unmasked Estep 
Score: -28900088.000000 Penalty: 6154.250488
	Iteration 49Q: 3 clusters Score -2.890009e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 237279 members 
Entering Unmasked Estep 
Score: -28900090.000000 Penalty: 6154.250488
	Iteration 50Q: 3 clusters Score -2.890009e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 237377 members 
Entering Unmasked Estep 
Score: -28900098.000000 Penalty: 6154.250488
	Iteration 51Q: 3 clusters Score -2.89001e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 237460 members 
Entering Unmasked Estep 
Score: -28900126.000000 Penalty: 6154.250488
	Iteration 52Q: 3 clusters Score -2.890013e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 237541 members 
Entering Unmasked Estep 
Score: -28900150.000000 Penalty: 6154.250488
	Iteration 53Q: 3 clusters Score -2.890015e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 237621 members 
Entering Unmasked Estep 
Score: -28900152.000000 Penalty: 6154.250488
	Iteration 54Q: 3 clusters Score -2.890015e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 237695 members 
Entering Unmasked Estep 
Score: -28900166.000000 Penalty: 6154.250488
	Iteration 55Q: 3 clusters Score -2.890017e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 237754 members 
Entering Unmasked Estep 
Score: -28900160.000000 Penalty: 6154.250488
	Iteration 56Q: 3 clusters Score -2.890016e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 237803 members 
Entering Unmasked Estep 
Score: -28900198.000000 Penalty: 6154.250488
	Iteration 57Q: 3 clusters Score -2.89002e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 237850 members 
Entering Unmasked Estep 
Score: -28900220.000000 Penalty: 6154.250488
	Iteration 58Q: 3 clusters Score -2.890022e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 237890 members 
Entering Unmasked Estep 
Score: -28900182.000000 Penalty: 6154.250488
	Iteration 59Q: 3 clusters Score -2.890018e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 237928 members 
Entering Unmasked Estep 
Score: -28900200.000000 Penalty: 6154.250488
	Iteration 60F: 3 clusters Score -2.89002e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 237965 members 
Entering Unmasked Estep 
Score: -28900196.000000 Penalty: 6154.250488
	Iteration 61Q: 3 clusters Score -2.89002e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 238002 members 
Entering Unmasked Estep 
Score: -28900242.000000 Penalty: 6154.250488
	Iteration 62Q: 3 clusters Score -2.890024e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 238046 members 
Entering Unmasked Estep 
Score: -28900248.000000 Penalty: 6154.250488
	Iteration 63Q: 3 clusters Score -2.890025e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 238086 members 
Entering Unmasked Estep 
Score: -28900234.000000 Penalty: 6154.250488
	Iteration 64Q: 3 clusters Score -2.890023e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 238133 members 
Entering Unmasked Estep 
Score: -28900246.000000 Penalty: 6154.250488
	Iteration 65Q: 3 clusters Score -2.890025e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 238165 members 
Entering Unmasked Estep 
Score: -28900292.000000 Penalty: 6154.250488
	Iteration 66Q: 3 clusters Score -2.890029e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 238203 members 
Entering Unmasked Estep 
Score: -28900264.000000 Penalty: 6154.250488
	Iteration 67Q: 3 clusters Score -2.890026e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 238233 members 
Entering Unmasked Estep 
Score: -28900252.000000 Penalty: 6154.250488
	Iteration 68Q: 3 clusters Score -2.890025e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 238265 members 
Entering Unmasked Estep 
Score: -28900210.000000 Penalty: 6154.250488
	Iteration 69Q: 3 clusters Score -2.890021e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 238289 members 
Entering Unmasked Estep 
Score: -28900218.000000 Penalty: 6154.250488
	Iteration 70Q: 3 clusters Score -2.890022e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 238315 members 
Entering Unmasked Estep 
Score: -28900240.000000 Penalty: 6154.250488
	Iteration 71Q: 3 clusters Score -2.890024e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 238342 members 
Entering Unmasked Estep 
Score: -28900230.000000 Penalty: 6154.250488
	Iteration 72Q: 3 clusters Score -2.890023e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 238363 members 
Entering Unmasked Estep 
Score: -28900236.000000 Penalty: 6154.250488
	Iteration 73Q: 3 clusters Score -2.890024e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 238372 members 
Entering Unmasked Estep 
Score: -28900234.000000 Penalty: 6154.250488
	Iteration 74Q: 3 clusters Score -2.890023e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 238383 members 
Entering Unmasked Estep 
Score: -28900224.000000 Penalty: 6154.250488
	Iteration 75Q: 3 clusters Score -2.890022e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 238390 members 
Entering Unmasked Estep 
Score: -28900246.000000 Penalty: 6154.250488
	Iteration 76Q: 3 clusters Score -2.890025e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 238397 members 
Entering Unmasked Estep 
Score: -28900236.000000 Penalty: 6154.250488
	Iteration 77Q: 3 clusters Score -2.890024e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 238405 members 
Entering Unmasked Estep 
Score: -28900228.000000 Penalty: 6154.250488
	Iteration 78Q: 3 clusters Score -2.890023e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 238409 members 
Entering Unmasked Estep 
Score: -28900228.000000 Penalty: 6154.250488
	Iteration 79Q: 3 clusters Score -2.890023e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 238415 members 
Entering Unmasked Estep 
Score: -28900216.000000 Penalty: 6154.250488
	Iteration 80F: 3 clusters Score -2.890022e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 238419 members 
Entering Unmasked Estep 
Score: -28900234.000000 Penalty: 6154.250488
	Iteration 81Q: 3 clusters Score -2.890023e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 238426 members 
Entering Unmasked Estep 
Score: -28900230.000000 Penalty: 6154.250488
	Iteration 82Q: 3 clusters Score -2.890023e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 238430 members 
Entering Unmasked Estep 
Score: -28900240.000000 Penalty: 6154.250488
	Iteration 83Q: 3 clusters Score -2.890024e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 238434 members 
Entering Unmasked Estep 
Score: -28900254.000000 Penalty: 6154.250488
	Iteration 84Q: 3 clusters Score -2.890025e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 238439 members 
Entering Unmasked Estep 
Score: -28900244.000000 Penalty: 6154.250488
	Iteration 85Q: 3 clusters Score -2.890024e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 238444 members 
Entering Unmasked Estep 
Score: -28900244.000000 Penalty: 6154.250488
	Iteration 86Q: 3 clusters Score -2.890024e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 238447 members 
Entering Unmasked Estep 
Score: -28900252.000000 Penalty: 6154.250488
	Iteration 87Q: 3 clusters Score -2.890025e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 238451 members 
Entering Unmasked Estep 
Score: -28900246.000000 Penalty: 6154.250488
	Iteration 88Q: 3 clusters Score -2.890025e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 238455 members 
Entering Unmasked Estep 
Score: -28900242.000000 Penalty: 6154.250488
	Iteration 89Q: 3 clusters Score -2.890024e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 238459 members 
Entering Unmasked Estep 
Score: -28900244.000000 Penalty: 6154.250488
	Iteration 90Q: 3 clusters Score -2.890024e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 238461 members 
Entering Unmasked Estep 
Score: -28900246.000000 Penalty: 6154.250488
	Iteration 91Q: 3 clusters Score -2.890025e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 238463 members 
Entering Unmasked Estep 
Score: -28900234.000000 Penalty: 6154.250488
	Iteration 92Q: 3 clusters Score -2.890023e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 238467 members 
Entering Unmasked Estep 
Score: -28900240.000000 Penalty: 6154.250488
	Iteration 93Q: 3 clusters Score -2.890024e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 238469 members 
Entering Unmasked Estep 
Score: -28900246.000000 Penalty: 6154.250488
	Iteration 94Q: 3 clusters Score -2.890025e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 238473 members 
Entering Unmasked Estep 
Score: -28900234.000000 Penalty: 6154.250488
	Iteration 95Q: 3 clusters Score -2.890023e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 238475 members 
Entering Unmasked Estep 
Score: -28900224.000000 Penalty: 6154.250488
	Iteration 96Q: 3 clusters Score -2.890022e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 238478 members 
Entering Unmasked Estep 
Score: -28900256.000000 Penalty: 6154.250488
	Iteration 97Q: 3 clusters Score -2.890026e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 238484 members 
Entering Unmasked Estep 
Score: -28900234.000000 Penalty: 6154.250488
	Iteration 98Q: 3 clusters Score -2.890023e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 238485 members 
Entering Unmasked Estep 
Score: -28900228.000000 Penalty: 6154.250488
	Iteration 99Q: 3 clusters Score -2.890023e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 238485 members 
Entering Unmasked Estep 
Score: -28900228.000000 Penalty: 6154.250488
	Iteration 100F: 3 clusters Score -2.890023e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Entering Unmasked Estep 
Score: -677558.750000 Penalty: 2177.901855
	Iteration 0F: 2 clusters Score -677558.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -672401.625000 Penalty: 4355.803711
	Iteration 0F: 3 clusters Score -672401.6 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -677130.562500 Penalty: 4355.803711
	Iteration 1F: 3 clusters Score -677130.6 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -683197.500000 Penalty: 4355.803711
	Iteration 2F: 3 clusters Score -683197.5 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -689890.562500 Penalty: 4355.803711
	Iteration 3F: 3 clusters Score -689890.6 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -694102.687500 Penalty: 4355.803711
	Iteration 4F: 3 clusters Score -694102.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -695335.437500 Penalty: 4355.803711
	Iteration 5Q: 3 clusters Score -695335.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -695536.250000 Penalty: 4355.803711
	Iteration 6Q: 3 clusters Score -695536.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -695672.187500 Penalty: 4355.803711
	Iteration 7Q: 3 clusters Score -695672.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -695747.062500 Penalty: 4355.803711
	Iteration 8Q: 3 clusters Score -695747.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -695790.812500 Penalty: 4355.803711
	Iteration 9Q: 3 clusters Score -695790.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -695810.625000 Penalty: 4355.803711
	Iteration 10Q: 3 clusters Score -695810.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -695816.125000 Penalty: 4355.803711
	Iteration 11Q: 3 clusters Score -695816.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -695816.312500 Penalty: 4355.803711
	Iteration 12Q: 3 clusters Score -695816.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -695816.312500 Penalty: 4355.803711
	Iteration 13F: 3 clusters Score -695816.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 1726 members 
Mstep: Class 3 contains 5062 members 
Mstep: Class 4 contains 4330 members 
Mstep: Class 5 contains 2451 members 
Mstep: Class 6 contains 1141 members 
Mstep: Class 7 contains 220510 members 
Mstep: Class 8 contains 72504 members 
Mstep: Class 9 contains 50219 members 
Mstep: Class 10 contains 2767 members 
Mstep: Class 11 contains 184609 members 
Mstep: Class 12 contains 8470 members 
Mstep: Class 13 contains 106753 members 
Mstep: Class 14 contains 44368 members 
Mstep: Class 15 contains 244694 members 
Mstep: Class 16 contains 2719 members 
Mstep: Class 17 contains 55501 members 
Mstep: Class 18 contains 151212 members 
Mstep: Class 19 contains 30721 members 
Mstep: Class 20 contains 11437 members 
Mstep: Class 21 contains 6405 members 
Mstep: Class 22 contains 238 members 
Mstep: Class 23 contains 18240 members 
Mstep: Class 24 contains 632 members 
Mstep: Class 25 contains 2540 members 
Mstep: Class 26 contains 100950 members 
Mstep: Class 27 contains 10151 members 
Mstep: Class 28 contains 3192 members 
Mstep: Class 29 contains 3796 members 
Entering Unmasked Estep 
Score: -155539392.000000 Penalty: 101573.890625
Splitting cluster 16 changes total score from -155413280.000000 to -155539392.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 17 (55501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55501 members 
Entering Unmasked Estep 
Score: -6292687.500000 Penalty: 2709.190674
	Iteration 0F: 2 clusters Score -6292688 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27778 members 
Mstep: Class 2 contains 27723 members 
Entering Unmasked Estep 
Score: -6255567.000000 Penalty: 5418.381348
	Iteration 0F: 3 clusters Score -6255567 nChanged 25639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27887 members 
Mstep: Class 2 contains 27614 members 
Entering Unmasked Estep 
Score: -6270957.000000 Penalty: 5418.381348
	Iteration 1F: 3 clusters Score -6270957 nChanged 3453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27942 members 
Mstep: Class 2 contains 27559 members 
Entering Unmasked Estep 
Score: -6273504.000000 Penalty: 5418.381348
	Iteration 2F: 3 clusters Score -6273504 nChanged 4149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 25645 members 
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	Iteration 69Q: 3 clusters Score -6293974 nChanged 8
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -6293963 nChanged 4
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	Iteration 73Q: 3 clusters Score -6293962 nChanged 6
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	Iteration 74Q: 3 clusters Score -6293966 nChanged 5
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	Iteration 75Q: 3 clusters Score -6293970 nChanged 5
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	Iteration 76Q: 3 clusters Score -6293964 nChanged 3
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	Iteration 78Q: 3 clusters Score -6293976 nChanged 5
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	Iteration 79Q: 3 clusters Score -6293979 nChanged 8
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	Iteration 80F: 3 clusters Score -6293972 nChanged 8
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	Iteration 81Q: 3 clusters Score -6293970 nChanged 9
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	Iteration 82Q: 3 clusters Score -6293972 nChanged 11
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	Iteration 84Q: 3 clusters Score -6293984 nChanged 9
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	Iteration 88Q: 3 clusters Score -6293987 nChanged 1
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	Iteration 89Q: 3 clusters Score -6293990 nChanged 3
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	Iteration 90Q: 3 clusters Score -6293983 nChanged 3
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	Iteration 91Q: 3 clusters Score -6293984 nChanged 3
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	Iteration 92Q: 3 clusters Score -6293984 nChanged 2
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Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -6293983.000000 Penalty: 5418.381348
	Iteration 94Q: 3 clusters Score -6293983 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47630 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -6293982.000000 Penalty: 5418.381348
	Iteration 95Q: 3 clusters Score -6293982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47631 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -6293985.000000 Penalty: 5418.381348
	Iteration 96Q: 3 clusters Score -6293985 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47632 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -6293986.500000 Penalty: 5418.381348
	Iteration 97Q: 3 clusters Score -6293986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47634 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -6293986.500000 Penalty: 5418.381348
	Iteration 98Q: 3 clusters Score -6293986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47637 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -6293982.500000 Penalty: 5418.381348
	Iteration 99Q: 3 clusters Score -6293982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47639 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -6293982.500000 Penalty: 5418.381348
	Iteration 100F: 3 clusters Score -6293982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47640 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -6293983.500000 Penalty: 5418.381348
	Iteration 101Q: 3 clusters Score -6293984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47641 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -6293984.000000 Penalty: 5418.381348
	Iteration 102Q: 3 clusters Score -6293984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47642 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -6293983.000000 Penalty: 5418.381348
	Iteration 103Q: 3 clusters Score -6293983 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47642 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -6293983.000000 Penalty: 5418.381348
	Iteration 104F: 3 clusters Score -6293983 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 1726 members 
Mstep: Class 3 contains 5062 members 
Mstep: Class 4 contains 4330 members 
Mstep: Class 5 contains 2451 members 
Mstep: Class 6 contains 1141 members 
Mstep: Class 7 contains 220510 members 
Mstep: Class 8 contains 72504 members 
Mstep: Class 9 contains 50219 members 
Mstep: Class 10 contains 2767 members 
Mstep: Class 11 contains 184609 members 
Mstep: Class 12 contains 8470 members 
Mstep: Class 13 contains 106753 members 
Mstep: Class 14 contains 44368 members 
Mstep: Class 15 contains 244694 members 
Mstep: Class 16 contains 2719 members 
Mstep: Class 17 contains 47642 members 
Mstep: Class 18 contains 151212 members 
Mstep: Class 19 contains 30721 members 
Mstep: Class 20 contains 11437 members 
Mstep: Class 21 contains 6405 members 
Mstep: Class 22 contains 238 members 
Mstep: Class 23 contains 18240 members 
Mstep: Class 24 contains 632 members 
Mstep: Class 25 contains 2540 members 
Mstep: Class 26 contains 100950 members 
Mstep: Class 27 contains 10151 members 
Mstep: Class 28 contains 3192 members 
Mstep: Class 29 contains 3796 members 
Mstep: Class 30 contains 7859 members 
Entering Unmasked Estep 
Score: -155539328.000000 Penalty: 105076.437500
Splitting cluster 17 changes total score from -155413280.000000 to -155539328.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 18 (151212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151212 members 
Entering Unmasked Estep 
Score: -17516720.000000 Penalty: 2957.756592
	Iteration 0F: 2 clusters Score -1.751672e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75677 members 
Mstep: Class 2 contains 75535 members 
Entering Unmasked Estep 
Score: -17415380.000000 Penalty: 5915.513184
	Iteration 0F: 3 clusters Score -1.741538e+07 nChanged 72226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76645 members 
Mstep: Class 2 contains 74567 members 
Entering Unmasked Estep 
Score: -17457330.000000 Penalty: 5915.513184
	Iteration 1F: 3 clusters Score -1.745733e+07 nChanged 4509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76672 members 
Mstep: Class 2 contains 74540 members 
Entering Unmasked Estep 
Score: -17458380.000000 Penalty: 5915.513184
	Iteration 2Q: 3 clusters Score -1.745838e+07 nChanged 4809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76347 members 
Mstep: Class 2 contains 74865 members 
Entering Unmasked Estep 
Score: -17459818.000000 Penalty: 5915.513184
	Iteration 3Q: 3 clusters Score -1.745982e+07 nChanged 5833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75434 members 
Mstep: Class 2 contains 75778 members 
Entering Unmasked Estep 
Score: -17462126.000000 Penalty: 5915.513184
	Iteration 4Q: 3 clusters Score -1.746213e+07 nChanged 7504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73756 members 
Mstep: Class 2 contains 77456 members 
Entering Unmasked Estep 
Score: -17465900.000000 Penalty: 5915.513184
	Iteration 5Q: 3 clusters Score -1.74659e+07 nChanged 9911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71247 members 
Mstep: Class 2 contains 79965 members 
Entering Unmasked Estep 
Score: -17472694.000000 Penalty: 5915.513184
	Iteration 6F: 3 clusters Score -1.747269e+07 nChanged 11694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68339 members 
Mstep: Class 2 contains 82873 members 
Entering Unmasked Estep 
Score: -17481212.000000 Penalty: 5915.513184
	Iteration 7F: 3 clusters Score -1.748121e+07 nChanged 11757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66320 members 
Mstep: Class 2 contains 84892 members 
Entering Unmasked Estep 
Score: -17488920.000000 Penalty: 5915.513184
	Iteration 8F: 3 clusters Score -1.748892e+07 nChanged 9596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65804 members 
Mstep: Class 2 contains 85408 members 
Entering Unmasked Estep 
Score: -17494028.000000 Penalty: 5915.513184
	Iteration 9F: 3 clusters Score -1.749403e+07 nChanged 6872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66498 members 
Mstep: Class 2 contains 84714 members 
Entering Unmasked Estep 
Score: -17496578.000000 Penalty: 5915.513184
	Iteration 10Q: 3 clusters Score -1.749658e+07 nChanged 4939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67793 members 
Mstep: Class 2 contains 83419 members 
Entering Unmasked Estep 
Score: -17498042.000000 Penalty: 5915.513184
	Iteration 11Q: 3 clusters Score -1.749804e+07 nChanged 3692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69537 members 
Mstep: Class 2 contains 81675 members 
Entering Unmasked Estep 
Score: -17499172.000000 Penalty: 5915.513184
	Iteration 12Q: 3 clusters Score -1.749917e+07 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71545 members 
Mstep: Class 2 contains 79667 members 
Entering Unmasked Estep 
Score: -17500104.000000 Penalty: 5915.513184
	Iteration 13Q: 3 clusters Score -1.75001e+07 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73722 members 
Mstep: Class 2 contains 77490 members 
Entering Unmasked Estep 
Score: -17500900.000000 Penalty: 5915.513184
	Iteration 14Q: 3 clusters Score -1.75009e+07 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76095 members 
Mstep: Class 2 contains 75117 members 
Entering Unmasked Estep 
Score: -17501512.000000 Penalty: 5915.513184
	Iteration 15Q: 3 clusters Score -1.750151e+07 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78606 members 
Mstep: Class 2 contains 72606 members 
Entering Unmasked Estep 
Score: -17502196.000000 Penalty: 5915.513184
	Iteration 16Q: 3 clusters Score -1.75022e+07 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81236 members 
Mstep: Class 2 contains 69976 members 
Entering Unmasked Estep 
Score: -17502894.000000 Penalty: 5915.513184
	Iteration 17Q: 3 clusters Score -1.750289e+07 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84033 members 
Mstep: Class 2 contains 67179 members 
Entering Unmasked Estep 
Score: -17503568.000000 Penalty: 5915.513184
	Iteration 18Q: 3 clusters Score -1.750357e+07 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86847 members 
Mstep: Class 2 contains 64365 members 
Entering Unmasked Estep 
Score: -17504242.000000 Penalty: 5915.513184
	Iteration 19Q: 3 clusters Score -1.750424e+07 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89674 members 
Mstep: Class 2 contains 61538 members 
Entering Unmasked Estep 
Score: -17504964.000000 Penalty: 5915.513184
	Iteration 20F: 3 clusters Score -1.750496e+07 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92563 members 
Mstep: Class 2 contains 58649 members 
Entering Unmasked Estep 
Score: -17505636.000000 Penalty: 5915.513184
	Iteration 21Q: 3 clusters Score -1.750564e+07 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95529 members 
Mstep: Class 2 contains 55683 members 
Entering Unmasked Estep 
Score: -17506326.000000 Penalty: 5915.513184
	Iteration 22Q: 3 clusters Score -1.750633e+07 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98647 members 
Mstep: Class 2 contains 52565 members 
Entering Unmasked Estep 
Score: -17507110.000000 Penalty: 5915.513184
	Iteration 23Q: 3 clusters Score -1.750711e+07 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101692 members 
Mstep: Class 2 contains 49520 members 
Entering Unmasked Estep 
Score: -17507716.000000 Penalty: 5915.513184
	Iteration 24Q: 3 clusters Score -1.750772e+07 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104695 members 
Mstep: Class 2 contains 46517 members 
Entering Unmasked Estep 
Score: -17508378.000000 Penalty: 5915.513184
	Iteration 25Q: 3 clusters Score -1.750838e+07 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107597 members 
Mstep: Class 2 contains 43615 members 
Entering Unmasked Estep 
Score: -17508918.000000 Penalty: 5915.513184
	Iteration 26Q: 3 clusters Score -1.750892e+07 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110437 members 
Mstep: Class 2 contains 40775 members 
Entering Unmasked Estep 
Score: -17509620.000000 Penalty: 5915.513184
	Iteration 27Q: 3 clusters Score -1.750962e+07 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113222 members 
Mstep: Class 2 contains 37990 members 
Entering Unmasked Estep 
Score: -17510308.000000 Penalty: 5915.513184
	Iteration 28Q: 3 clusters Score -1.751031e+07 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115850 members 
Mstep: Class 2 contains 35362 members 
Entering Unmasked Estep 
Score: -17510914.000000 Penalty: 5915.513184
	Iteration 29Q: 3 clusters Score -1.751091e+07 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118363 members 
Mstep: Class 2 contains 32849 members 
Entering Unmasked Estep 
Score: -17511426.000000 Penalty: 5915.513184
	Iteration 30Q: 3 clusters Score -1.751143e+07 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120793 members 
Mstep: Class 2 contains 30419 members 
Entering Unmasked Estep 
Score: -17511976.000000 Penalty: 5915.513184
	Iteration 31Q: 3 clusters Score -1.751198e+07 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122999 members 
Mstep: Class 2 contains 28213 members 
Entering Unmasked Estep 
Score: -17512410.000000 Penalty: 5915.513184
	Iteration 32Q: 3 clusters Score -1.751241e+07 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125067 members 
Mstep: Class 2 contains 26145 members 
Entering Unmasked Estep 
Score: -17512748.000000 Penalty: 5915.513184
	Iteration 33Q: 3 clusters Score -1.751275e+07 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126958 members 
Mstep: Class 2 contains 24254 members 
Entering Unmasked Estep 
Score: -17513160.000000 Penalty: 5915.513184
	Iteration 34Q: 3 clusters Score -1.751316e+07 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128663 members 
Mstep: Class 2 contains 22549 members 
Entering Unmasked Estep 
Score: -17513594.000000 Penalty: 5915.513184
	Iteration 35Q: 3 clusters Score -1.751359e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130172 members 
Mstep: Class 2 contains 21040 members 
Entering Unmasked Estep 
Score: -17513932.000000 Penalty: 5915.513184
	Iteration 36Q: 3 clusters Score -1.751393e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131524 members 
Mstep: Class 2 contains 19688 members 
Entering Unmasked Estep 
Score: -17514168.000000 Penalty: 5915.513184
	Iteration 37Q: 3 clusters Score -1.751417e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132713 members 
Mstep: Class 2 contains 18499 members 
Entering Unmasked Estep 
Score: -17514386.000000 Penalty: 5915.513184
	Iteration 38Q: 3 clusters Score -1.751439e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133837 members 
Mstep: Class 2 contains 17375 members 
Entering Unmasked Estep 
Score: -17514536.000000 Penalty: 5915.513184
	Iteration 39Q: 3 clusters Score -1.751454e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134817 members 
Mstep: Class 2 contains 16395 members 
Entering Unmasked Estep 
Score: -17514704.000000 Penalty: 5915.513184
	Iteration 40F: 3 clusters Score -1.75147e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135644 members 
Mstep: Class 2 contains 15568 members 
Entering Unmasked Estep 
Score: -17514888.000000 Penalty: 5915.513184
	Iteration 41Q: 3 clusters Score -1.751489e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136414 members 
Mstep: Class 2 contains 14798 members 
Entering Unmasked Estep 
Score: -17514996.000000 Penalty: 5915.513184
	Iteration 42Q: 3 clusters Score -1.7515e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137077 members 
Mstep: Class 2 contains 14135 members 
Entering Unmasked Estep 
Score: -17515138.000000 Penalty: 5915.513184
	Iteration 43Q: 3 clusters Score -1.751514e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137626 members 
Mstep: Class 2 contains 13586 members 
Entering Unmasked Estep 
Score: -17515224.000000 Penalty: 5915.513184
	Iteration 44Q: 3 clusters Score -1.751522e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138113 members 
Mstep: Class 2 contains 13099 members 
Entering Unmasked Estep 
Score: -17515280.000000 Penalty: 5915.513184
	Iteration 45Q: 3 clusters Score -1.751528e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138538 members 
Mstep: Class 2 contains 12674 members 
Entering Unmasked Estep 
Score: -17515342.000000 Penalty: 5915.513184
	Iteration 46Q: 3 clusters Score -1.751534e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138931 members 
Mstep: Class 2 contains 12281 members 
Entering Unmasked Estep 
Score: -17515358.000000 Penalty: 5915.513184
	Iteration 47Q: 3 clusters Score -1.751536e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139283 members 
Mstep: Class 2 contains 11929 members 
Entering Unmasked Estep 
Score: -17515384.000000 Penalty: 5915.513184
	Iteration 48Q: 3 clusters Score -1.751538e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139577 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -17515434.000000 Penalty: 5915.513184
	Iteration 49Q: 3 clusters Score -1.751543e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139822 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -17515452.000000 Penalty: 5915.513184
	Iteration 50Q: 3 clusters Score -1.751545e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140039 members 
Mstep: Class 2 contains 11173 members 
Entering Unmasked Estep 
Score: -17515502.000000 Penalty: 5915.513184
	Iteration 51Q: 3 clusters Score -1.75155e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140259 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -17515510.000000 Penalty: 5915.513184
	Iteration 52Q: 3 clusters Score -1.751551e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140439 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -17515526.000000 Penalty: 5915.513184
	Iteration 53Q: 3 clusters Score -1.751553e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140595 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -17515560.000000 Penalty: 5915.513184
	Iteration 54Q: 3 clusters Score -1.751556e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140736 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -17515596.000000 Penalty: 5915.513184
	Iteration 55Q: 3 clusters Score -1.75156e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140865 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -17515614.000000 Penalty: 5915.513184
	Iteration 56Q: 3 clusters Score -1.751561e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140980 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -17515610.000000 Penalty: 5915.513184
	Iteration 57Q: 3 clusters Score -1.751561e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141088 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -17515622.000000 Penalty: 5915.513184
	Iteration 58Q: 3 clusters Score -1.751562e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141178 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -17515646.000000 Penalty: 5915.513184
	Iteration 59Q: 3 clusters Score -1.751565e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141265 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -17515636.000000 Penalty: 5915.513184
	Iteration 60F: 3 clusters Score -1.751564e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141332 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -17515652.000000 Penalty: 5915.513184
	Iteration 61Q: 3 clusters Score -1.751565e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141394 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -17515674.000000 Penalty: 5915.513184
	Iteration 62Q: 3 clusters Score -1.751567e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141467 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -17515664.000000 Penalty: 5915.513184
	Iteration 63Q: 3 clusters Score -1.751566e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141520 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -17515682.000000 Penalty: 5915.513184
	Iteration 64Q: 3 clusters Score -1.751568e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141580 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -17515694.000000 Penalty: 5915.513184
	Iteration 65Q: 3 clusters Score -1.751569e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141647 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -17515684.000000 Penalty: 5915.513184
	Iteration 66Q: 3 clusters Score -1.751568e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141707 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -17515724.000000 Penalty: 5915.513184
	Iteration 67Q: 3 clusters Score -1.751572e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141768 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -17515706.000000 Penalty: 5915.513184
	Iteration 68Q: 3 clusters Score -1.751571e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141835 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -17515716.000000 Penalty: 5915.513184
	Iteration 69Q: 3 clusters Score -1.751572e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141890 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -17515700.000000 Penalty: 5915.513184
	Iteration 70Q: 3 clusters Score -1.75157e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141941 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -17515692.000000 Penalty: 5915.513184
	Iteration 71Q: 3 clusters Score -1.751569e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141987 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -17515668.000000 Penalty: 5915.513184
	Iteration 72Q: 3 clusters Score -1.751567e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142035 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -17515690.000000 Penalty: 5915.513184
	Iteration 73Q: 3 clusters Score -1.751569e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142069 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -17515710.000000 Penalty: 5915.513184
	Iteration 74Q: 3 clusters Score -1.751571e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142102 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -17515712.000000 Penalty: 5915.513184
	Iteration 75Q: 3 clusters Score -1.751571e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142141 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -17515710.000000 Penalty: 5915.513184
	Iteration 76Q: 3 clusters Score -1.751571e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142174 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -17515722.000000 Penalty: 5915.513184
	Iteration 77Q: 3 clusters Score -1.751572e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142196 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -17515738.000000 Penalty: 5915.513184
	Iteration 78Q: 3 clusters Score -1.751574e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142228 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -17515720.000000 Penalty: 5915.513184
	Iteration 79Q: 3 clusters Score -1.751572e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142257 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -17515716.000000 Penalty: 5915.513184
	Iteration 80F: 3 clusters Score -1.751572e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142279 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -17515716.000000 Penalty: 5915.513184
	Iteration 81Q: 3 clusters Score -1.751572e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142302 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -17515720.000000 Penalty: 5915.513184
	Iteration 82Q: 3 clusters Score -1.751572e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142325 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -17515720.000000 Penalty: 5915.513184
	Iteration 83Q: 3 clusters Score -1.751572e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142356 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -17515716.000000 Penalty: 5915.513184
	Iteration 84Q: 3 clusters Score -1.751572e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142382 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -17515720.000000 Penalty: 5915.513184
	Iteration 85Q: 3 clusters Score -1.751572e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142406 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -17515730.000000 Penalty: 5915.513184
	Iteration 86Q: 3 clusters Score -1.751573e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142434 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -17515752.000000 Penalty: 5915.513184
	Iteration 87Q: 3 clusters Score -1.751575e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142457 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -17515752.000000 Penalty: 5915.513184
	Iteration 88Q: 3 clusters Score -1.751575e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142478 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -17515770.000000 Penalty: 5915.513184
	Iteration 89Q: 3 clusters Score -1.751577e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142494 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -17515776.000000 Penalty: 5915.513184
	Iteration 90Q: 3 clusters Score -1.751578e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142507 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -17515760.000000 Penalty: 5915.513184
	Iteration 91Q: 3 clusters Score -1.751576e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142519 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -17515766.000000 Penalty: 5915.513184
	Iteration 92Q: 3 clusters Score -1.751577e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142532 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -17515756.000000 Penalty: 5915.513184
	Iteration 93Q: 3 clusters Score -1.751576e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142542 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -17515756.000000 Penalty: 5915.513184
	Iteration 94Q: 3 clusters Score -1.751576e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142549 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -17515760.000000 Penalty: 5915.513184
	Iteration 95Q: 3 clusters Score -1.751576e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142561 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -17515756.000000 Penalty: 5915.513184
	Iteration 96Q: 3 clusters Score -1.751576e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142568 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -17515748.000000 Penalty: 5915.513184
	Iteration 97Q: 3 clusters Score -1.751575e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142577 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -17515754.000000 Penalty: 5915.513184
	Iteration 98Q: 3 clusters Score -1.751575e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142583 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -17515762.000000 Penalty: 5915.513184
	Iteration 99Q: 3 clusters Score -1.751576e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142587 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -17515758.000000 Penalty: 5915.513184
	Iteration 100F: 3 clusters Score -1.751576e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142595 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -17515746.000000 Penalty: 5915.513184
	Iteration 101Q: 3 clusters Score -1.751575e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142600 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -17515744.000000 Penalty: 5915.513184
	Iteration 102Q: 3 clusters Score -1.751574e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142606 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -17515740.000000 Penalty: 5915.513184
	Iteration 103Q: 3 clusters Score -1.751574e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142610 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -17515744.000000 Penalty: 5915.513184
	Iteration 104Q: 3 clusters Score -1.751574e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142618 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -17515750.000000 Penalty: 5915.513184
	Iteration 105Q: 3 clusters Score -1.751575e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142625 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -17515746.000000 Penalty: 5915.513184
	Iteration 106Q: 3 clusters Score -1.751575e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142630 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -17515748.000000 Penalty: 5915.513184
	Iteration 107Q: 3 clusters Score -1.751575e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142636 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -17515738.000000 Penalty: 5915.513184
	Iteration 108Q: 3 clusters Score -1.751574e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142641 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -17515734.000000 Penalty: 5915.513184
	Iteration 109Q: 3 clusters Score -1.751573e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142646 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -17515734.000000 Penalty: 5915.513184
	Iteration 110Q: 3 clusters Score -1.751573e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142650 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -17515732.000000 Penalty: 5915.513184
	Iteration 111Q: 3 clusters Score -1.751573e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142659 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -17515732.000000 Penalty: 5915.513184
	Iteration 112Q: 3 clusters Score -1.751573e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142669 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -17515726.000000 Penalty: 5915.513184
	Iteration 113Q: 3 clusters Score -1.751573e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142680 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -17515722.000000 Penalty: 5915.513184
	Iteration 114Q: 3 clusters Score -1.751572e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142689 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -17515736.000000 Penalty: 5915.513184
	Iteration 115Q: 3 clusters Score -1.751574e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142695 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -17515738.000000 Penalty: 5915.513184
	Iteration 116Q: 3 clusters Score -1.751574e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142703 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -17515742.000000 Penalty: 5915.513184
	Iteration 117Q: 3 clusters Score -1.751574e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142707 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -17515740.000000 Penalty: 5915.513184
	Iteration 118Q: 3 clusters Score -1.751574e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142715 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -17515744.000000 Penalty: 5915.513184
	Iteration 119Q: 3 clusters Score -1.751574e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142719 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -17515744.000000 Penalty: 5915.513184
	Iteration 120F: 3 clusters Score -1.751574e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142722 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -17515732.000000 Penalty: 5915.513184
	Iteration 121Q: 3 clusters Score -1.751573e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142724 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -17515740.000000 Penalty: 5915.513184
	Iteration 122Q: 3 clusters Score -1.751574e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142727 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -17515736.000000 Penalty: 5915.513184
	Iteration 123Q: 3 clusters Score -1.751574e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142730 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -17515746.000000 Penalty: 5915.513184
	Iteration 124Q: 3 clusters Score -1.751575e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142733 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -17515740.000000 Penalty: 5915.513184
	Iteration 125Q: 3 clusters Score -1.751574e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142740 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -17515746.000000 Penalty: 5915.513184
	Iteration 126Q: 3 clusters Score -1.751575e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142753 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -17515754.000000 Penalty: 5915.513184
	Iteration 127Q: 3 clusters Score -1.751575e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142755 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -17515744.000000 Penalty: 5915.513184
	Iteration 128Q: 3 clusters Score -1.751574e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142755 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -17515758.000000 Penalty: 5915.513184
	Iteration 129Q: 3 clusters Score -1.751576e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142755 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -17515760.000000 Penalty: 5915.513184
	Iteration 130Q: 3 clusters Score -1.751576e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142756 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -17515760.000000 Penalty: 5915.513184
	Iteration 131Q: 3 clusters Score -1.751576e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142759 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -17515766.000000 Penalty: 5915.513184
	Iteration 132Q: 3 clusters Score -1.751577e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142762 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -17515772.000000 Penalty: 5915.513184
	Iteration 133Q: 3 clusters Score -1.751577e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142763 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -17515768.000000 Penalty: 5915.513184
	Iteration 134Q: 3 clusters Score -1.751577e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142767 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -17515760.000000 Penalty: 5915.513184
	Iteration 135Q: 3 clusters Score -1.751576e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142769 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -17515754.000000 Penalty: 5915.513184
	Iteration 136Q: 3 clusters Score -1.751575e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142773 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -17515752.000000 Penalty: 5915.513184
	Iteration 137Q: 3 clusters Score -1.751575e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142775 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -17515766.000000 Penalty: 5915.513184
	Iteration 138Q: 3 clusters Score -1.751577e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142775 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -17515758.000000 Penalty: 5915.513184
	Iteration 139Q: 3 clusters Score -1.751576e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142775 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -17515758.000000 Penalty: 5915.513184
	Iteration 140F: 3 clusters Score -1.751576e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (30721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30721 members 
Entering Unmasked Estep 
Score: -3614369.500000 Penalty: 2562.510010
	Iteration 0F: 2 clusters Score -3614370 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15441 members 
Mstep: Class 2 contains 15280 members 
Entering Unmasked Estep 
Score: -3593342.750000 Penalty: 5125.020020
	Iteration 0F: 3 clusters Score -3593343 nChanged 13842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16113 members 
Mstep: Class 2 contains 14608 members 
Entering Unmasked Estep 
Score: -3601023.500000 Penalty: 5125.020020
	Iteration 1F: 3 clusters Score -3601024 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16555 members 
Mstep: Class 2 contains 14166 members 
Entering Unmasked Estep 
Score: -3601910.500000 Penalty: 5125.020020
	Iteration 2F: 3 clusters Score -3601910 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17156 members 
Mstep: Class 2 contains 13565 members 
Entering Unmasked Estep 
Score: -3603150.250000 Penalty: 5125.020020
	Iteration 3F: 3 clusters Score -3603150 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17811 members 
Mstep: Class 2 contains 12910 members 
Entering Unmasked Estep 
Score: -3604652.500000 Penalty: 5125.020020
	Iteration 4F: 3 clusters Score -3604652 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18491 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -3606262.250000 Penalty: 5125.020020
	Iteration 5F: 3 clusters Score -3606262 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19295 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -3607958.000000 Penalty: 5125.020020
	Iteration 6F: 3 clusters Score -3607958 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20183 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -3609738.000000 Penalty: 5125.020020
	Iteration 7F: 3 clusters Score -3609738 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21038 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -3611494.500000 Penalty: 5125.020020
	Iteration 8F: 3 clusters Score -3611494 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21770 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -3613027.750000 Penalty: 5125.020020
	Iteration 9Q: 3 clusters Score -3613028 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22236 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -3613828.500000 Penalty: 5125.020020
	Iteration 10Q: 3 clusters Score -3613828 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22480 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -3614107.500000 Penalty: 5125.020020
	Iteration 11Q: 3 clusters Score -3614108 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22644 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -3614225.500000 Penalty: 5125.020020
	Iteration 12Q: 3 clusters Score -3614226 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22741 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -3614251.750000 Penalty: 5125.020020
	Iteration 13Q: 3 clusters Score -3614252 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22793 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -3614257.500000 Penalty: 5125.020020
	Iteration 14Q: 3 clusters Score -3614258 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22848 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -3614277.250000 Penalty: 5125.020020
	Iteration 15Q: 3 clusters Score -3614277 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22884 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -3614280.750000 Penalty: 5125.020020
	Iteration 16Q: 3 clusters Score -3614281 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22895 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -3614282.000000 Penalty: 5125.020020
	Iteration 17Q: 3 clusters Score -3614282 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22907 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -3614278.000000 Penalty: 5125.020020
	Iteration 18Q: 3 clusters Score -3614278 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22909 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -3614280.250000 Penalty: 5125.020020
	Iteration 19Q: 3 clusters Score -3614280 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22915 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -3614281.000000 Penalty: 5125.020020
	Iteration 20F: 3 clusters Score -3614281 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22921 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -3614279.500000 Penalty: 5125.020020
	Iteration 21Q: 3 clusters Score -3614280 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22927 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -3614280.500000 Penalty: 5125.020020
	Iteration 22Q: 3 clusters Score -3614280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22929 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -3614278.750000 Penalty: 5125.020020
	Iteration 23Q: 3 clusters Score -3614279 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22929 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -3614278.750000 Penalty: 5125.020020
	Iteration 24F: 3 clusters Score -3614279 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (11437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Entering Unmasked Estep 
Score: -1250163.750000 Penalty: 2317.463135
	Iteration 0F: 2 clusters Score -1250164 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -1241742.500000 Penalty: 4634.926270
	Iteration 0F: 3 clusters Score -1241742 nChanged 4814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -1244926.750000 Penalty: 4634.926270
	Iteration 1F: 3 clusters Score -1244927 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -1246589.375000 Penalty: 4634.926270
	Iteration 2F: 3 clusters Score -1246589 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -1248298.625000 Penalty: 4634.926270
	Iteration 3F: 3 clusters Score -1248299 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -1249400.000000 Penalty: 4634.926270
	Iteration 4F: 3 clusters Score -1249400 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -1249895.625000 Penalty: 4634.926270
	Iteration 5F: 3 clusters Score -1249896 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -1250068.250000 Penalty: 4634.926270
	Iteration 6Q: 3 clusters Score -1250068 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -1250129.500000 Penalty: 4634.926270
	Iteration 7Q: 3 clusters Score -1250130 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -1250160.875000 Penalty: 4634.926270
	Iteration 8Q: 3 clusters Score -1250161 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -1250173.875000 Penalty: 4634.926270
	Iteration 9Q: 3 clusters Score -1250174 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -1250182.625000 Penalty: 4634.926270
	Iteration 10Q: 3 clusters Score -1250183 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -1250188.625000 Penalty: 4634.926270
	Iteration 11Q: 3 clusters Score -1250189 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -1250194.000000 Penalty: 4634.926270
	Iteration 12Q: 3 clusters Score -1250194 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -1250192.375000 Penalty: 4634.926270
	Iteration 13Q: 3 clusters Score -1250192 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -1250201.750000 Penalty: 4634.926270
	Iteration 14Q: 3 clusters Score -1250202 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -1250200.250000 Penalty: 4634.926270
	Iteration 15Q: 3 clusters Score -1250200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -1250200.500000 Penalty: 4634.926270
	Iteration 16Q: 3 clusters Score -1250200 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -1250200.500000 Penalty: 4634.926270
	Iteration 17Q: 3 clusters Score -1250200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -1250200.500000 Penalty: 4634.926270
	Iteration 18Q: 3 clusters Score -1250200 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -1250200.500000 Penalty: 4634.926270
	Iteration 19F: 3 clusters Score -1250200 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 1726 members 
Mstep: Class 3 contains 5062 members 
Mstep: Class 4 contains 4330 members 
Mstep: Class 5 contains 2451 members 
Mstep: Class 6 contains 1141 members 
Mstep: Class 7 contains 220510 members 
Mstep: Class 8 contains 72504 members 
Mstep: Class 9 contains 50219 members 
Mstep: Class 10 contains 2767 members 
Mstep: Class 11 contains 184609 members 
Mstep: Class 12 contains 8470 members 
Mstep: Class 13 contains 106753 members 
Mstep: Class 14 contains 44368 members 
Mstep: Class 15 contains 244694 members 
Mstep: Class 16 contains 2719 members 
Mstep: Class 17 contains 47642 members 
Mstep: Class 18 contains 151212 members 
Mstep: Class 19 contains 30721 members 
Mstep: Class 20 contains 8083 members 
Mstep: Class 21 contains 6405 members 
Mstep: Class 22 contains 238 members 
Mstep: Class 23 contains 18240 members 
Mstep: Class 24 contains 632 members 
Mstep: Class 25 contains 2540 members 
Mstep: Class 26 contains 100950 members 
Mstep: Class 27 contains 10151 members 
Mstep: Class 28 contains 3192 members 
Mstep: Class 29 contains 3796 members 
Mstep: Class 30 contains 7859 members 
Mstep: Class 31 contains 3354 members 
Entering Unmasked Estep 
Score: -155537360.000000 Penalty: 108578.992188
Splitting cluster 20 changes total score from -155413280.000000 to -155537360.000000
So it's getting split into cluster 31.
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 1726 members 
Mstep: Class 3 contains 5062 members 
Mstep: Class 4 contains 4330 members 
Mstep: Class 5 contains 2451 members 
Mstep: Class 6 contains 1141 members 
Mstep: Class 7 contains 220510 members 
Mstep: Class 8 contains 72504 members 
Mstep: Class 9 contains 50219 members 
Mstep: Class 10 contains 2767 members 
Mstep: Class 11 contains 184609 members 
Mstep: Class 12 contains 8470 members 
Mstep: Class 14 contains 44368 members 
Mstep: Class 15 contains 244694 members 
Mstep: Class 16 contains 2719 members 
Mstep: Class 17 contains 47642 members 
Mstep: Class 18 contains 151212 members 
Mstep: Class 19 contains 30721 members 
Mstep: Class 20 contains 8083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 22. Lose 2185.765869 but Gain 3502.554688
Score: -155566496.000000 Penalty: 105076.437500
Iteration 39Q: 31 clusters Score -1.555665e+08 nChanged 42237
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 14847 members 
Mstep: Class 2 contains 1860 members 
Mstep: Class 3 contains 5224 members 
Mstep: Class 4 contains 4898 members 
Mstep: Class 5 contains 2545 members 
Mstep: Class 6 contains 1385 members 
Mstep: Class 7 contains 224026 members 
Mstep: Class 8 contains 72812 members 
Mstep: Class 9 contains 49383 members 
Mstep: Class 10 contains 2978 members 
Mstep: Class 11 contains 185177 members 
Mstep: Class 12 contains 8669 members 
Mstep: Class 13 contains 100236 members 
Mstep: Class 14 contains 44240 members 
Mstep: Class 15 contains 247141 members 
Mstep: Class 16 contains 2717 members 
Mstep: Class 17 contains 47733 members 
Mstep: Class 18 contains 149905 members 
Mstep: Class 19 contains 30730 members 
Mstep: Class 20 contains 8079 members 
Mstep: Class 21 contains 5866 members 
Mstep: Class 23 contains 18336 members 
Mstep: Class 24 contains 733 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 100893 members 
Mstep: Class 27 contains 9728 members 
Mstep: Class 28 contains 3350 members 
Mstep: Class 29 contains 3075 members 
Mstep: Class 30 contains 7548 members 
Mstep: Class 31 contains 3355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155591280.000000 Penalty: 105076.437500
Iteration 40F: 31 clusters Score -1.555913e+08 nChanged 29255
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 15796 members 
Mstep: Class 2 contains 1834 members 
Mstep: Class 3 contains 5209 members 
Mstep: Class 4 contains 5305 members 
Mstep: Class 5 contains 2345 members 
Mstep: Class 6 contains 1575 members 
Mstep: Class 7 contains 225911 members 
Mstep: Class 8 contains 72997 members 
Mstep: Class 9 contains 48495 members 
Mstep: Class 10 contains 3141 members 
Mstep: Class 11 contains 185779 members 
Mstep: Class 12 contains 8775 members 
Mstep: Class 13 contains 95860 members 
Mstep: Class 14 contains 43672 members 
Mstep: Class 15 contains 242439 members 
Mstep: Class 16 contains 2706 members 
Mstep: Class 17 contains 47458 members 
Mstep: Class 18 contains 147951 members 
Mstep: Class 19 contains 30385 members 
Mstep: Class 20 contains 8094 members 
Mstep: Class 21 contains 5790 members 
Mstep: Class 23 contains 21455 members 
Mstep: Class 24 contains 923 members 
Mstep: Class 25 contains 3503 members 
Mstep: Class 26 contains 105185 members 
Mstep: Class 27 contains 10267 members 
Mstep: Class 28 contains 3578 members 
Mstep: Class 29 contains 2874 members 
Mstep: Class 30 contains 7420 members 
Mstep: Class 31 contains 3519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155602720.000000 Penalty: 105076.437500
Iteration 41Q: 31 clusters Score -1.556027e+08 nChanged 18114
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16606 members 
Mstep: Class 2 contains 1822 members 
Mstep: Class 3 contains 5200 members 
Mstep: Class 4 contains 5655 members 
Mstep: Class 5 contains 2293 members 
Mstep: Class 6 contains 1747 members 
Mstep: Class 7 contains 227343 members 
Mstep: Class 8 contains 73048 members 
Mstep: Class 9 contains 47692 members 
Mstep: Class 10 contains 3271 members 
Mstep: Class 11 contains 186442 members 
Mstep: Class 12 contains 8843 members 
Mstep: Class 13 contains 92498 members 
Mstep: Class 14 contains 43289 members 
Mstep: Class 15 contains 240007 members 
Mstep: Class 16 contains 2689 members 
Mstep: Class 17 contains 47341 members 
Mstep: Class 18 contains 146305 members 
Mstep: Class 19 contains 29978 members 
Mstep: Class 20 contains 8156 members 
Mstep: Class 21 contains 5671 members 
Mstep: Class 23 contains 23404 members 
Mstep: Class 24 contains 1064 members 
Mstep: Class 25 contains 3996 members 
Mstep: Class 26 contains 107764 members 
Mstep: Class 27 contains 10688 members 
Mstep: Class 28 contains 3747 members 
Mstep: Class 29 contains 2931 members 
Mstep: Class 30 contains 7248 members 
Mstep: Class 31 contains 3503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155606544.000000 Penalty: 105076.437500
Iteration 42Q: 31 clusters Score -1.556065e+08 nChanged 13314
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 17280 members 
Mstep: Class 2 contains 1809 members 
Mstep: Class 3 contains 5192 members 
Mstep: Class 4 contains 5969 members 
Mstep: Class 5 contains 2297 members 
Mstep: Class 6 contains 1873 members 
Mstep: Class 7 contains 228505 members 
Mstep: Class 8 contains 73043 members 
Mstep: Class 9 contains 47042 members 
Mstep: Class 10 contains 3376 members 
Mstep: Class 11 contains 187089 members 
Mstep: Class 12 contains 8899 members 
Mstep: Class 13 contains 89735 members 
Mstep: Class 14 contains 43028 members 
Mstep: Class 15 contains 238640 members 
Mstep: Class 16 contains 2687 members 
Mstep: Class 17 contains 47311 members 
Mstep: Class 18 contains 144756 members 
Mstep: Class 19 contains 29553 members 
Mstep: Class 20 contains 8216 members 
Mstep: Class 21 contains 5527 members 
Mstep: Class 23 contains 24593 members 
Mstep: Class 24 contains 1174 members 
Mstep: Class 25 contains 4392 members 
Mstep: Class 26 contains 109634 members 
Mstep: Class 27 contains 11032 members 
Mstep: Class 28 contains 3935 members 
Mstep: Class 29 contains 3149 members 
Mstep: Class 30 contains 7049 members 
Mstep: Class 31 contains 3456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155608080.000000 Penalty: 105076.437500
Iteration 43Q: 31 clusters Score -1.556081e+08 nChanged 10624
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 17819 members 
Mstep: Class 2 contains 1803 members 
Mstep: Class 3 contains 5172 members 
Mstep: Class 4 contains 6260 members 
Mstep: Class 5 contains 2302 members 
Mstep: Class 6 contains 1993 members 
Mstep: Class 7 contains 229514 members 
Mstep: Class 8 contains 73010 members 
Mstep: Class 9 contains 46512 members 
Mstep: Class 10 contains 3458 members 
Mstep: Class 11 contains 187833 members 
Mstep: Class 12 contains 8955 members 
Mstep: Class 13 contains 87454 members 
Mstep: Class 14 contains 42807 members 
Mstep: Class 15 contains 237905 members 
Mstep: Class 16 contains 2684 members 
Mstep: Class 17 contains 47268 members 
Mstep: Class 18 contains 143252 members 
Mstep: Class 19 contains 29131 members 
Mstep: Class 20 contains 8262 members 
Mstep: Class 21 contains 5378 members 
Mstep: Class 23 contains 25345 members 
Mstep: Class 24 contains 1260 members 
Mstep: Class 25 contains 4698 members 
Mstep: Class 26 contains 110985 members 
Mstep: Class 27 contains 11348 members 
Mstep: Class 28 contains 4094 members 
Mstep: Class 29 contains 3425 members 
Mstep: Class 30 contains 6897 members 
Mstep: Class 31 contains 3417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155609808.000000 Penalty: 105076.437500
Iteration 44Q: 31 clusters Score -1.556098e+08 nChanged 8927
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18244 members 
Mstep: Class 2 contains 1783 members 
Mstep: Class 3 contains 5159 members 
Mstep: Class 4 contains 6550 members 
Mstep: Class 5 contains 2310 members 
Mstep: Class 6 contains 2110 members 
Mstep: Class 7 contains 230448 members 
Mstep: Class 8 contains 72990 members 
Mstep: Class 9 contains 46047 members 
Mstep: Class 10 contains 3525 members 
Mstep: Class 11 contains 188663 members 
Mstep: Class 12 contains 8968 members 
Mstep: Class 13 contains 85486 members 
Mstep: Class 14 contains 42654 members 
Mstep: Class 15 contains 237585 members 
Mstep: Class 16 contains 2681 members 
Mstep: Class 17 contains 47259 members 
Mstep: Class 18 contains 141704 members 
Mstep: Class 19 contains 28749 members 
Mstep: Class 20 contains 8295 members 
Mstep: Class 21 contains 5243 members 
Mstep: Class 23 contains 25760 members 
Mstep: Class 24 contains 1311 members 
Mstep: Class 25 contains 4941 members 
Mstep: Class 26 contains 112036 members 
Mstep: Class 27 contains 11645 members 
Mstep: Class 28 contains 4264 members 
Mstep: Class 29 contains 3696 members 
Mstep: Class 30 contains 6747 members 
Mstep: Class 31 contains 3388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155610048.000000 Penalty: 105076.437500
Iteration 45Q: 31 clusters Score -1.5561e+08 nChanged 7627
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18607 members 
Mstep: Class 2 contains 1770 members 
Mstep: Class 3 contains 5155 members 
Mstep: Class 4 contains 6794 members 
Mstep: Class 5 contains 2311 members 
Mstep: Class 6 contains 2224 members 
Mstep: Class 7 contains 231257 members 
Mstep: Class 8 contains 73005 members 
Mstep: Class 9 contains 45688 members 
Mstep: Class 10 contains 3585 members 
Mstep: Class 11 contains 189574 members 
Mstep: Class 12 contains 8968 members 
Mstep: Class 13 contains 83849 members 
Mstep: Class 14 contains 42540 members 
Mstep: Class 15 contains 237350 members 
Mstep: Class 16 contains 2677 members 
Mstep: Class 17 contains 47264 members 
Mstep: Class 18 contains 140113 members 
Mstep: Class 19 contains 28431 members 
Mstep: Class 20 contains 8323 members 
Mstep: Class 21 contains 5123 members 
Mstep: Class 23 contains 26029 members 
Mstep: Class 24 contains 1355 members 
Mstep: Class 25 contains 5131 members 
Mstep: Class 26 contains 112844 members 
Mstep: Class 27 contains 11962 members 
Mstep: Class 28 contains 4437 members 
Mstep: Class 29 contains 3933 members 
Mstep: Class 30 contains 6581 members 
Mstep: Class 31 contains 3361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155610800.000000 Penalty: 105076.437500
Iteration 46Q: 31 clusters Score -1.556108e+08 nChanged 6866
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18880 members 
Mstep: Class 2 contains 1754 members 
Mstep: Class 3 contains 5154 members 
Mstep: Class 4 contains 7004 members 
Mstep: Class 5 contains 2325 members 
Mstep: Class 6 contains 2333 members 
Mstep: Class 7 contains 231929 members 
Mstep: Class 8 contains 73045 members 
Mstep: Class 9 contains 45371 members 
Mstep: Class 10 contains 3632 members 
Mstep: Class 11 contains 190556 members 
Mstep: Class 12 contains 8966 members 
Mstep: Class 13 contains 82465 members 
Mstep: Class 14 contains 42432 members 
Mstep: Class 15 contains 237238 members 
Mstep: Class 16 contains 2673 members 
Mstep: Class 17 contains 47266 members 
Mstep: Class 18 contains 138468 members 
Mstep: Class 19 contains 28145 members 
Mstep: Class 20 contains 8340 members 
Mstep: Class 21 contains 5005 members 
Mstep: Class 23 contains 26239 members 
Mstep: Class 24 contains 1369 members 
Mstep: Class 25 contains 5307 members 
Mstep: Class 26 contains 113522 members 
Mstep: Class 27 contains 12306 members 
Mstep: Class 28 contains 4605 members 
Mstep: Class 29 contains 4143 members 
Mstep: Class 30 contains 6424 members 
Mstep: Class 31 contains 3345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155611200.000000 Penalty: 105076.437500
Iteration 47Q: 31 clusters Score -1.556112e+08 nChanged 6003
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 19068 members 
Mstep: Class 2 contains 1742 members 
Mstep: Class 3 contains 5152 members 
Mstep: Class 4 contains 7193 members 
Mstep: Class 5 contains 2331 members 
Mstep: Class 6 contains 2445 members 
Mstep: Class 7 contains 232549 members 
Mstep: Class 8 contains 73095 members 
Mstep: Class 9 contains 45101 members 
Mstep: Class 10 contains 3671 members 
Mstep: Class 11 contains 191614 members 
Mstep: Class 12 contains 8938 members 
Mstep: Class 13 contains 81323 members 
Mstep: Class 14 contains 42339 members 
Mstep: Class 15 contains 237166 members 
Mstep: Class 16 contains 2670 members 
Mstep: Class 17 contains 47254 members 
Mstep: Class 18 contains 136770 members 
Mstep: Class 19 contains 27908 members 
Mstep: Class 20 contains 8354 members 
Mstep: Class 21 contains 4920 members 
Mstep: Class 23 contains 26338 members 
Mstep: Class 24 contains 1394 members 
Mstep: Class 25 contains 5450 members 
Mstep: Class 26 contains 114082 members 
Mstep: Class 27 contains 12682 members 
Mstep: Class 28 contains 4751 members 
Mstep: Class 29 contains 4315 members 
Mstep: Class 30 contains 6295 members 
Mstep: Class 31 contains 3331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155611616.000000 Penalty: 105076.437500
Iteration 48Q: 31 clusters Score -1.556116e+08 nChanged 5539
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 19228 members 
Mstep: Class 2 contains 1727 members 
Mstep: Class 3 contains 5149 members 
Mstep: Class 4 contains 7403 members 
Mstep: Class 5 contains 2335 members 
Mstep: Class 6 contains 2551 members 
Mstep: Class 7 contains 233079 members 
Mstep: Class 8 contains 73150 members 
Mstep: Class 9 contains 44864 members 
Mstep: Class 10 contains 3719 members 
Mstep: Class 11 contains 192747 members 
Mstep: Class 12 contains 8925 members 
Mstep: Class 13 contains 80345 members 
Mstep: Class 14 contains 42264 members 
Mstep: Class 15 contains 237150 members 
Mstep: Class 16 contains 2666 members 
Mstep: Class 17 contains 47220 members 
Mstep: Class 18 contains 135006 members 
Mstep: Class 19 contains 27720 members 
Mstep: Class 20 contains 8366 members 
Mstep: Class 21 contains 4837 members 
Mstep: Class 23 contains 26387 members 
Mstep: Class 24 contains 1410 members 
Mstep: Class 25 contains 5576 members 
Mstep: Class 26 contains 114534 members 
Mstep: Class 27 contains 13030 members 
Mstep: Class 28 contains 4896 members 
Mstep: Class 29 contains 4454 members 
Mstep: Class 30 contains 6184 members 
Mstep: Class 31 contains 3319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155611840.000000 Penalty: 105076.437500
Iteration 49Q: 31 clusters Score -1.556118e+08 nChanged 5055
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 19365 members 
Mstep: Class 2 contains 1706 members 
Mstep: Class 3 contains 5151 members 
Mstep: Class 4 contains 7601 members 
Mstep: Class 5 contains 2342 members 
Mstep: Class 6 contains 2656 members 
Mstep: Class 7 contains 233581 members 
Mstep: Class 8 contains 73166 members 
Mstep: Class 9 contains 44694 members 
Mstep: Class 10 contains 3752 members 
Mstep: Class 11 contains 193926 members 
Mstep: Class 12 contains 8876 members 
Mstep: Class 13 contains 79477 members 
Mstep: Class 14 contains 42228 members 
Mstep: Class 15 contains 237193 members 
Mstep: Class 16 contains 2661 members 
Mstep: Class 17 contains 47216 members 
Mstep: Class 18 contains 133178 members 
Mstep: Class 19 contains 27564 members 
Mstep: Class 20 contains 8375 members 
Mstep: Class 21 contains 4781 members 
Mstep: Class 23 contains 26409 members 
Mstep: Class 24 contains 1421 members 
Mstep: Class 25 contains 5671 members 
Mstep: Class 26 contains 114877 members 
Mstep: Class 27 contains 13402 members 
Mstep: Class 28 contains 5028 members 
Mstep: Class 29 contains 4565 members 
Mstep: Class 30 contains 6070 members 
Mstep: Class 31 contains 3309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155612240.000000 Penalty: 105076.437500
Iteration 50Q: 31 clusters Score -1.556122e+08 nChanged 4824
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 19474 members 
Mstep: Class 2 contains 1688 members 
Mstep: Class 3 contains 5150 members 
Mstep: Class 4 contains 7813 members 
Mstep: Class 5 contains 2339 members 
Mstep: Class 6 contains 2735 members 
Mstep: Class 7 contains 234036 members 
Mstep: Class 8 contains 73177 members 
Mstep: Class 9 contains 44538 members 
Mstep: Class 10 contains 3783 members 
Mstep: Class 11 contains 195146 members 
Mstep: Class 12 contains 8873 members 
Mstep: Class 13 contains 78742 members 
Mstep: Class 14 contains 42187 members 
Mstep: Class 15 contains 237243 members 
Mstep: Class 16 contains 2658 members 
Mstep: Class 17 contains 47200 members 
Mstep: Class 18 contains 131228 members 
Mstep: Class 19 contains 27410 members 
Mstep: Class 20 contains 8387 members 
Mstep: Class 21 contains 4735 members 
Mstep: Class 23 contains 26424 members 
Mstep: Class 24 contains 1424 members 
Mstep: Class 25 contains 5771 members 
Mstep: Class 26 contains 115159 members 
Mstep: Class 27 contains 13861 members 
Mstep: Class 28 contains 5150 members 
Mstep: Class 29 contains 4658 members 
Mstep: Class 30 contains 5956 members 
Mstep: Class 31 contains 3296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155612640.000000 Penalty: 105076.437500
Iteration 51Q: 31 clusters Score -1.556126e+08 nChanged 4533
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 19572 members 
Mstep: Class 2 contains 1674 members 
Mstep: Class 3 contains 5142 members 
Mstep: Class 4 contains 7991 members 
Mstep: Class 5 contains 2341 members 
Mstep: Class 6 contains 2814 members 
Mstep: Class 7 contains 234384 members 
Mstep: Class 8 contains 73195 members 
Mstep: Class 9 contains 44423 members 
Mstep: Class 10 contains 3817 members 
Mstep: Class 11 contains 196453 members 
Mstep: Class 12 contains 8869 members 
Mstep: Class 13 contains 78132 members 
Mstep: Class 14 contains 42148 members 
Mstep: Class 15 contains 237269 members 
Mstep: Class 16 contains 2653 members 
Mstep: Class 17 contains 47169 members 
Mstep: Class 18 contains 129234 members 
Mstep: Class 19 contains 27290 members 
Mstep: Class 20 contains 8400 members 
Mstep: Class 21 contains 4688 members 
Mstep: Class 23 contains 26429 members 
Mstep: Class 24 contains 1431 members 
Mstep: Class 25 contains 5863 members 
Mstep: Class 26 contains 115383 members 
Mstep: Class 27 contains 14342 members 
Mstep: Class 28 contains 5261 members 
Mstep: Class 29 contains 4732 members 
Mstep: Class 30 contains 5861 members 
Mstep: Class 31 contains 3281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155613440.000000 Penalty: 105076.437500
Iteration 52Q: 31 clusters Score -1.556134e+08 nChanged 4397
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 19645 members 
Mstep: Class 2 contains 1660 members 
Mstep: Class 3 contains 5133 members 
Mstep: Class 4 contains 8184 members 
Mstep: Class 5 contains 2334 members 
Mstep: Class 6 contains 2874 members 
Mstep: Class 7 contains 234681 members 
Mstep: Class 8 contains 73241 members 
Mstep: Class 9 contains 44344 members 
Mstep: Class 10 contains 3857 members 
Mstep: Class 11 contains 197775 members 
Mstep: Class 12 contains 8863 members 
Mstep: Class 13 contains 77559 members 
Mstep: Class 14 contains 42116 members 
Mstep: Class 15 contains 237302 members 
Mstep: Class 16 contains 2650 members 
Mstep: Class 17 contains 47179 members 
Mstep: Class 18 contains 127135 members 
Mstep: Class 19 contains 27173 members 
Mstep: Class 20 contains 8415 members 
Mstep: Class 21 contains 4645 members 
Mstep: Class 23 contains 26421 members 
Mstep: Class 24 contains 1431 members 
Mstep: Class 25 contains 5948 members 
Mstep: Class 26 contains 115574 members 
Mstep: Class 27 contains 14915 members 
Mstep: Class 28 contains 5391 members 
Mstep: Class 29 contains 4802 members 
Mstep: Class 30 contains 5728 members 
Mstep: Class 31 contains 3266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155614176.000000 Penalty: 105076.437500
Iteration 53Q: 31 clusters Score -1.556142e+08 nChanged 4302
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 19705 members 
Mstep: Class 2 contains 1655 members 
Mstep: Class 3 contains 5129 members 
Mstep: Class 4 contains 8395 members 
Mstep: Class 5 contains 2332 members 
Mstep: Class 6 contains 2921 members 
Mstep: Class 7 contains 234966 members 
Mstep: Class 8 contains 73268 members 
Mstep: Class 9 contains 44274 members 
Mstep: Class 10 contains 3899 members 
Mstep: Class 11 contains 199158 members 
Mstep: Class 12 contains 8883 members 
Mstep: Class 13 contains 77072 members 
Mstep: Class 14 contains 42101 members 
Mstep: Class 15 contains 237308 members 
Mstep: Class 16 contains 2649 members 
Mstep: Class 17 contains 47173 members 
Mstep: Class 18 contains 124849 members 
Mstep: Class 19 contains 27081 members 
Mstep: Class 20 contains 8431 members 
Mstep: Class 21 contains 4604 members 
Mstep: Class 23 contains 26420 members 
Mstep: Class 24 contains 1429 members 
Mstep: Class 25 contains 6018 members 
Mstep: Class 26 contains 115727 members 
Mstep: Class 27 contains 15585 members 
Mstep: Class 28 contains 5497 members 
Mstep: Class 29 contains 4855 members 
Mstep: Class 30 contains 5607 members 
Mstep: Class 31 contains 3250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155614720.000000 Penalty: 105076.437500
Iteration 54Q: 31 clusters Score -1.556147e+08 nChanged 4228
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 19761 members 
Mstep: Class 2 contains 1656 members 
Mstep: Class 3 contains 5121 members 
Mstep: Class 4 contains 8578 members 
Mstep: Class 5 contains 2325 members 
Mstep: Class 6 contains 2959 members 
Mstep: Class 7 contains 235206 members 
Mstep: Class 8 contains 73287 members 
Mstep: Class 9 contains 44214 members 
Mstep: Class 10 contains 3938 members 
Mstep: Class 11 contains 200612 members 
Mstep: Class 12 contains 8917 members 
Mstep: Class 13 contains 76642 members 
Mstep: Class 14 contains 42098 members 
Mstep: Class 15 contains 237329 members 
Mstep: Class 16 contains 2648 members 
Mstep: Class 17 contains 47177 members 
Mstep: Class 18 contains 122465 members 
Mstep: Class 19 contains 26991 members 
Mstep: Class 20 contains 8448 members 
Mstep: Class 21 contains 4552 members 
Mstep: Class 23 contains 26431 members 
Mstep: Class 24 contains 1427 members 
Mstep: Class 25 contains 6067 members 
Mstep: Class 26 contains 115846 members 
Mstep: Class 27 contains 16325 members 
Mstep: Class 28 contains 5596 members 
Mstep: Class 29 contains 4900 members 
Mstep: Class 30 contains 5491 members 
Mstep: Class 31 contains 3234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155615680.000000 Penalty: 105076.437500
Iteration 55Q: 31 clusters Score -1.556157e+08 nChanged 4379
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 19791 members 
Mstep: Class 2 contains 1646 members 
Mstep: Class 3 contains 5115 members 
Mstep: Class 4 contains 8774 members 
Mstep: Class 5 contains 2320 members 
Mstep: Class 6 contains 2991 members 
Mstep: Class 7 contains 235427 members 
Mstep: Class 8 contains 73308 members 
Mstep: Class 9 contains 44164 members 
Mstep: Class 10 contains 3977 members 
Mstep: Class 11 contains 202158 members 
Mstep: Class 12 contains 8942 members 
Mstep: Class 13 contains 76231 members 
Mstep: Class 14 contains 42111 members 
Mstep: Class 15 contains 237338 members 
Mstep: Class 16 contains 2648 members 
Mstep: Class 17 contains 47193 members 
Mstep: Class 18 contains 119874 members 
Mstep: Class 19 contains 26920 members 
Mstep: Class 20 contains 8465 members 
Mstep: Class 21 contains 4512 members 
Mstep: Class 23 contains 26449 members 
Mstep: Class 24 contains 1423 members 
Mstep: Class 25 contains 6085 members 
Mstep: Class 26 contains 115949 members 
Mstep: Class 27 contains 17211 members 
Mstep: Class 28 contains 5699 members 
Mstep: Class 29 contains 4933 members 
Mstep: Class 30 contains 5370 members 
Mstep: Class 31 contains 3217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155616096.000000 Penalty: 105076.437500
Iteration 56Q: 31 clusters Score -1.556161e+08 nChanged 4403
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 19826 members 
Mstep: Class 2 contains 1630 members 
Mstep: Class 3 contains 5115 members 
Mstep: Class 4 contains 8936 members 
Mstep: Class 5 contains 2323 members 
Mstep: Class 6 contains 3023 members 
Mstep: Class 7 contains 235658 members 
Mstep: Class 8 contains 73337 members 
Mstep: Class 9 contains 44126 members 
Mstep: Class 10 contains 4010 members 
Mstep: Class 11 contains 203757 members 
Mstep: Class 12 contains 8952 members 
Mstep: Class 13 contains 75810 members 
Mstep: Class 14 contains 42122 members 
Mstep: Class 15 contains 237320 members 
Mstep: Class 16 contains 2648 members 
Mstep: Class 17 contains 47176 members 
Mstep: Class 18 contains 117192 members 
Mstep: Class 19 contains 26865 members 
Mstep: Class 20 contains 8477 members 
Mstep: Class 21 contains 4490 members 
Mstep: Class 23 contains 26463 members 
Mstep: Class 24 contains 1419 members 
Mstep: Class 25 contains 6096 members 
Mstep: Class 26 contains 116031 members 
Mstep: Class 27 contains 18193 members 
Mstep: Class 28 contains 5814 members 
Mstep: Class 29 contains 4960 members 
Mstep: Class 30 contains 5267 members 
Mstep: Class 31 contains 3205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155616784.000000 Penalty: 105076.437500
Iteration 57Q: 31 clusters Score -1.556168e+08 nChanged 4539
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 19836 members 
Mstep: Class 2 contains 1608 members 
Mstep: Class 3 contains 5111 members 
Mstep: Class 4 contains 9087 members 
Mstep: Class 5 contains 2332 members 
Mstep: Class 6 contains 3050 members 
Mstep: Class 7 contains 235831 members 
Mstep: Class 8 contains 73362 members 
Mstep: Class 9 contains 44113 members 
Mstep: Class 10 contains 4041 members 
Mstep: Class 11 contains 205418 members 
Mstep: Class 12 contains 8980 members 
Mstep: Class 13 contains 75394 members 
Mstep: Class 14 contains 42113 members 
Mstep: Class 15 contains 237331 members 
Mstep: Class 16 contains 2648 members 
Mstep: Class 17 contains 47144 members 
Mstep: Class 18 contains 114384 members 
Mstep: Class 19 contains 26782 members 
Mstep: Class 20 contains 8481 members 
Mstep: Class 21 contains 4464 members 
Mstep: Class 23 contains 26464 members 
Mstep: Class 24 contains 1405 members 
Mstep: Class 25 contains 6105 members 
Mstep: Class 26 contains 116136 members 
Mstep: Class 27 contains 19327 members 
Mstep: Class 28 contains 5934 members 
Mstep: Class 29 contains 4995 members 
Mstep: Class 30 contains 5164 members 
Mstep: Class 31 contains 3201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155618496.000000 Penalty: 105076.437500
Iteration 58Q: 31 clusters Score -1.556185e+08 nChanged 4732
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 19849 members 
Mstep: Class 2 contains 1578 members 
Mstep: Class 3 contains 5107 members 
Mstep: Class 4 contains 9230 members 
Mstep: Class 5 contains 2345 members 
Mstep: Class 6 contains 3071 members 
Mstep: Class 7 contains 235992 members 
Mstep: Class 8 contains 73398 members 
Mstep: Class 9 contains 44081 members 
Mstep: Class 10 contains 4072 members 
Mstep: Class 11 contains 207116 members 
Mstep: Class 12 contains 9006 members 
Mstep: Class 13 contains 74988 members 
Mstep: Class 14 contains 42114 members 
Mstep: Class 15 contains 237347 members 
Mstep: Class 16 contains 2646 members 
Mstep: Class 17 contains 47118 members 
Mstep: Class 18 contains 111457 members 
Mstep: Class 19 contains 26699 members 
Mstep: Class 20 contains 8480 members 
Mstep: Class 21 contains 4446 members 
Mstep: Class 23 contains 26478 members 
Mstep: Class 24 contains 1401 members 
Mstep: Class 25 contains 6102 members 
Mstep: Class 26 contains 116229 members 
Mstep: Class 27 contains 20555 members 
Mstep: Class 28 contains 6068 members 
Mstep: Class 29 contains 5020 members 
Mstep: Class 30 contains 5045 members 
Mstep: Class 31 contains 3203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155620016.000000 Penalty: 105076.437500
Iteration 59Q: 31 clusters Score -1.5562e+08 nChanged 4629
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 19879 members 
Mstep: Class 2 contains 1558 members 
Mstep: Class 3 contains 5104 members 
Mstep: Class 4 contains 9381 members 
Mstep: Class 5 contains 2352 members 
Mstep: Class 6 contains 3092 members 
Mstep: Class 7 contains 236146 members 
Mstep: Class 8 contains 73427 members 
Mstep: Class 9 contains 44060 members 
Mstep: Class 10 contains 4101 members 
Mstep: Class 11 contains 208715 members 
Mstep: Class 12 contains 9028 members 
Mstep: Class 13 contains 74584 members 
Mstep: Class 14 contains 42114 members 
Mstep: Class 15 contains 237376 members 
Mstep: Class 16 contains 2646 members 
Mstep: Class 17 contains 47108 members 
Mstep: Class 18 contains 108543 members 
Mstep: Class 19 contains 26631 members 
Mstep: Class 20 contains 8480 members 
Mstep: Class 21 contains 4438 members 
Mstep: Class 23 contains 26492 members 
Mstep: Class 24 contains 1395 members 
Mstep: Class 25 contains 6099 members 
Mstep: Class 26 contains 116307 members 
Mstep: Class 27 contains 21837 members 
Mstep: Class 28 contains 6199 members 
Mstep: Class 29 contains 5039 members 
Mstep: Class 30 contains 4906 members 
Mstep: Class 31 contains 3204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155622240.000000 Penalty: 105076.437500
Iteration 60F: 31 clusters Score -1.556222e+08 nChanged 4702
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 19914 members 
Mstep: Class 2 contains 1527 members 
Mstep: Class 3 contains 5099 members 
Mstep: Class 4 contains 9517 members 
Mstep: Class 5 contains 2357 members 
Mstep: Class 6 contains 3205 members 
Mstep: Class 7 contains 236301 members 
Mstep: Class 8 contains 73456 members 
Mstep: Class 9 contains 44016 members 
Mstep: Class 10 contains 4122 members 
Mstep: Class 11 contains 210281 members 
Mstep: Class 12 contains 8968 members 
Mstep: Class 13 contains 74140 members 
Mstep: Class 14 contains 42120 members 
Mstep: Class 15 contains 237396 members 
Mstep: Class 16 contains 2642 members 
Mstep: Class 17 contains 47085 members 
Mstep: Class 18 contains 105702 members 
Mstep: Class 19 contains 26556 members 
Mstep: Class 20 contains 8482 members 
Mstep: Class 21 contains 4421 members 
Mstep: Class 23 contains 26510 members 
Mstep: Class 24 contains 1393 members 
Mstep: Class 25 contains 6105 members 
Mstep: Class 26 contains 116395 members 
Mstep: Class 27 contains 23122 members 
Mstep: Class 28 contains 6357 members 
Mstep: Class 29 contains 5087 members 
Mstep: Class 30 contains 4764 members 
Mstep: Class 31 contains 3202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155623632.000000 Penalty: 105076.437500
Iteration 61Q: 31 clusters Score -1.556236e+08 nChanged 4662
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 19973 members 
Mstep: Class 2 contains 1494 members 
Mstep: Class 3 contains 5093 members 
Mstep: Class 4 contains 9651 members 
Mstep: Class 5 contains 2356 members 
Mstep: Class 6 contains 3297 members 
Mstep: Class 7 contains 236447 members 
Mstep: Class 8 contains 73478 members 
Mstep: Class 9 contains 43981 members 
Mstep: Class 10 contains 4138 members 
Mstep: Class 11 contains 211777 members 
Mstep: Class 12 contains 8915 members 
Mstep: Class 13 contains 73752 members 
Mstep: Class 14 contains 42122 members 
Mstep: Class 15 contains 237409 members 
Mstep: Class 16 contains 2639 members 
Mstep: Class 17 contains 47065 members 
Mstep: Class 18 contains 102956 members 
Mstep: Class 19 contains 26475 members 
Mstep: Class 20 contains 8482 members 
Mstep: Class 21 contains 4395 members 
Mstep: Class 23 contains 26510 members 
Mstep: Class 24 contains 1388 members 
Mstep: Class 25 contains 6111 members 
Mstep: Class 26 contains 116453 members 
Mstep: Class 27 contains 24388 members 
Mstep: Class 28 contains 6544 members 
Mstep: Class 29 contains 5132 members 
Mstep: Class 30 contains 4620 members 
Mstep: Class 31 contains 3201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155624480.000000 Penalty: 105076.437500
Iteration 62Q: 31 clusters Score -1.556245e+08 nChanged 4205
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 20029 members 
Mstep: Class 2 contains 1476 members 
Mstep: Class 3 contains 5092 members 
Mstep: Class 4 contains 9764 members 
Mstep: Class 5 contains 2358 members 
Mstep: Class 6 contains 3386 members 
Mstep: Class 7 contains 236563 members 
Mstep: Class 8 contains 73502 members 
Mstep: Class 9 contains 43963 members 
Mstep: Class 10 contains 4149 members 
Mstep: Class 11 contains 213012 members 
Mstep: Class 12 contains 8845 members 
Mstep: Class 13 contains 73403 members 
Mstep: Class 14 contains 42126 members 
Mstep: Class 15 contains 237430 members 
Mstep: Class 16 contains 2638 members 
Mstep: Class 17 contains 47018 members 
Mstep: Class 18 contains 100531 members 
Mstep: Class 19 contains 26410 members 
Mstep: Class 20 contains 8484 members 
Mstep: Class 21 contains 4378 members 
Mstep: Class 23 contains 26488 members 
Mstep: Class 24 contains 1376 members 
Mstep: Class 25 contains 6104 members 
Mstep: Class 26 contains 116509 members 
Mstep: Class 27 contains 25593 members 
Mstep: Class 28 contains 6719 members 
Mstep: Class 29 contains 5188 members 
Mstep: Class 30 contains 4509 members 
Mstep: Class 31 contains 3199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155626064.000000 Penalty: 105076.437500
Iteration 63Q: 31 clusters Score -1.556261e+08 nChanged 3805
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 20063 members 
Mstep: Class 2 contains 1451 members 
Mstep: Class 3 contains 5092 members 
Mstep: Class 4 contains 9865 members 
Mstep: Class 5 contains 2354 members 
Mstep: Class 6 contains 3463 members 
Mstep: Class 7 contains 236650 members 
Mstep: Class 8 contains 73537 members 
Mstep: Class 9 contains 43950 members 
Mstep: Class 10 contains 4153 members 
Mstep: Class 11 contains 214002 members 
Mstep: Class 12 contains 8798 members 
Mstep: Class 13 contains 73108 members 
Mstep: Class 14 contains 42128 members 
Mstep: Class 15 contains 237428 members 
Mstep: Class 16 contains 2638 members 
Mstep: Class 17 contains 46961 members 
Mstep: Class 18 contains 98389 members 
Mstep: Class 19 contains 26345 members 
Mstep: Class 20 contains 8484 members 
Mstep: Class 21 contains 4353 members 
Mstep: Class 23 contains 26474 members 
Mstep: Class 24 contains 1368 members 
Mstep: Class 25 contains 6100 members 
Mstep: Class 26 contains 116557 members 
Mstep: Class 27 contains 26792 members 
Mstep: Class 28 contains 6884 members 
Mstep: Class 29 contains 5229 members 
Mstep: Class 30 contains 4427 members 
Mstep: Class 31 contains 3199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155627600.000000 Penalty: 105076.437500
Iteration 64Q: 31 clusters Score -1.556276e+08 nChanged 3537
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 20084 members 
Mstep: Class 2 contains 1421 members 
Mstep: Class 3 contains 5097 members 
Mstep: Class 4 contains 9959 members 
Mstep: Class 5 contains 2367 members 
Mstep: Class 6 contains 3529 members 
Mstep: Class 7 contains 236746 members 
Mstep: Class 8 contains 73558 members 
Mstep: Class 9 contains 43945 members 
Mstep: Class 10 contains 4141 members 
Mstep: Class 11 contains 214812 members 
Mstep: Class 12 contains 8735 members 
Mstep: Class 13 contains 72855 members 
Mstep: Class 14 contains 42131 members 
Mstep: Class 15 contains 237466 members 
Mstep: Class 16 contains 2639 members 
Mstep: Class 17 contains 46896 members 
Mstep: Class 18 contains 96466 members 
Mstep: Class 19 contains 26269 members 
Mstep: Class 20 contains 8484 members 
Mstep: Class 21 contains 4339 members 
Mstep: Class 23 contains 26466 members 
Mstep: Class 24 contains 1365 members 
Mstep: Class 25 contains 6095 members 
Mstep: Class 26 contains 116597 members 
Mstep: Class 27 contains 27922 members 
Mstep: Class 28 contains 7028 members 
Mstep: Class 29 contains 5254 members 
Mstep: Class 30 contains 4378 members 
Mstep: Class 31 contains 3198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155628528.000000 Penalty: 105076.437500
Iteration 65Q: 31 clusters Score -1.556285e+08 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 20107 members 
Mstep: Class 2 contains 1400 members 
Mstep: Class 3 contains 5099 members 
Mstep: Class 4 contains 10019 members 
Mstep: Class 5 contains 2374 members 
Mstep: Class 6 contains 3582 members 
Mstep: Class 7 contains 236859 members 
Mstep: Class 8 contains 73570 members 
Mstep: Class 9 contains 43953 members 
Mstep: Class 10 contains 4117 members 
Mstep: Class 11 contains 215464 members 
Mstep: Class 12 contains 8665 members 
Mstep: Class 13 contains 72600 members 
Mstep: Class 14 contains 42133 members 
Mstep: Class 15 contains 237511 members 
Mstep: Class 16 contains 2640 members 
Mstep: Class 17 contains 46847 members 
Mstep: Class 18 contains 94880 members 
Mstep: Class 19 contains 26166 members 
Mstep: Class 20 contains 8484 members 
Mstep: Class 21 contains 4326 members 
Mstep: Class 23 contains 26464 members 
Mstep: Class 24 contains 1358 members 
Mstep: Class 25 contains 6090 members 
Mstep: Class 26 contains 116653 members 
Mstep: Class 27 contains 28907 members 
Mstep: Class 28 contains 7149 members 
Mstep: Class 29 contains 5275 members 
Mstep: Class 30 contains 4352 members 
Mstep: Class 31 contains 3198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155629296.000000 Penalty: 105076.437500
Iteration 66Q: 31 clusters Score -1.556293e+08 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 20126 members 
Mstep: Class 2 contains 1391 members 
Mstep: Class 3 contains 5093 members 
Mstep: Class 4 contains 10075 members 
Mstep: Class 5 contains 2383 members 
Mstep: Class 6 contains 3629 members 
Mstep: Class 7 contains 236971 members 
Mstep: Class 8 contains 73588 members 
Mstep: Class 9 contains 43954 members 
Mstep: Class 10 contains 4097 members 
Mstep: Class 11 contains 215993 members 
Mstep: Class 12 contains 8598 members 
Mstep: Class 13 contains 72377 members 
Mstep: Class 14 contains 42133 members 
Mstep: Class 15 contains 237546 members 
Mstep: Class 16 contains 2639 members 
Mstep: Class 17 contains 46814 members 
Mstep: Class 18 contains 93492 members 
Mstep: Class 19 contains 26086 members 
Mstep: Class 20 contains 8484 members 
Mstep: Class 21 contains 4320 members 
Mstep: Class 23 contains 26451 members 
Mstep: Class 24 contains 1355 members 
Mstep: Class 25 contains 6079 members 
Mstep: Class 26 contains 116693 members 
Mstep: Class 27 contains 29808 members 
Mstep: Class 28 contains 7224 members 
Mstep: Class 29 contains 5305 members 
Mstep: Class 30 contains 4339 members 
Mstep: Class 31 contains 3199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155629664.000000 Penalty: 105076.437500
Iteration 67Q: 31 clusters Score -1.556297e+08 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 20129 members 
Mstep: Class 2 contains 1383 members 
Mstep: Class 3 contains 5092 members 
Mstep: Class 4 contains 10115 members 
Mstep: Class 5 contains 2387 members 
Mstep: Class 6 contains 3679 members 
Mstep: Class 7 contains 237080 members 
Mstep: Class 8 contains 73601 members 
Mstep: Class 9 contains 43964 members 
Mstep: Class 10 contains 4085 members 
Mstep: Class 11 contains 216440 members 
Mstep: Class 12 contains 8552 members 
Mstep: Class 13 contains 72174 members 
Mstep: Class 14 contains 42142 members 
Mstep: Class 15 contains 237584 members 
Mstep: Class 16 contains 2639 members 
Mstep: Class 17 contains 46768 members 
Mstep: Class 18 contains 92236 members 
Mstep: Class 19 contains 25992 members 
Mstep: Class 20 contains 8484 members 
Mstep: Class 21 contains 4313 members 
Mstep: Class 23 contains 26452 members 
Mstep: Class 24 contains 1353 members 
Mstep: Class 25 contains 6072 members 
Mstep: Class 26 contains 116741 members 
Mstep: Class 27 contains 30649 members 
Mstep: Class 28 contains 7288 members 
Mstep: Class 29 contains 5321 members 
Mstep: Class 30 contains 4328 members 
Mstep: Class 31 contains 3199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155630256.000000 Penalty: 105076.437500
Iteration 68Q: 31 clusters Score -1.556303e+08 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 20136 members 
Mstep: Class 2 contains 1372 members 
Mstep: Class 3 contains 5087 members 
Mstep: Class 4 contains 10133 members 
Mstep: Class 5 contains 2393 members 
Mstep: Class 6 contains 3718 members 
Mstep: Class 7 contains 237196 members 
Mstep: Class 8 contains 73615 members 
Mstep: Class 9 contains 43979 members 
Mstep: Class 10 contains 4069 members 
Mstep: Class 11 contains 216819 members 
Mstep: Class 12 contains 8511 members 
Mstep: Class 13 contains 71982 members 
Mstep: Class 14 contains 42144 members 
Mstep: Class 15 contains 237632 members 
Mstep: Class 16 contains 2638 members 
Mstep: Class 17 contains 46741 members 
Mstep: Class 18 contains 91173 members 
Mstep: Class 19 contains 25884 members 
Mstep: Class 20 contains 8484 members 
Mstep: Class 21 contains 4308 members 
Mstep: Class 23 contains 26450 members 
Mstep: Class 24 contains 1350 members 
Mstep: Class 25 contains 6054 members 
Mstep: Class 26 contains 116788 members 
Mstep: Class 27 contains 31393 members 
Mstep: Class 28 contains 7344 members 
Mstep: Class 29 contains 5337 members 
Mstep: Class 30 contains 4313 members 
Mstep: Class 31 contains 3199 members 
Entering Unmasked Estep 
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Iteration 69Q: 31 clusters Score -1.556301e+08 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 20138 members 
Mstep: Class 2 contains 1364 members 
Mstep: Class 3 contains 5082 members 
Mstep: Class 4 contains 10152 members 
Mstep: Class 5 contains 2398 members 
Mstep: Class 6 contains 3754 members 
Mstep: Class 7 contains 237308 members 
Mstep: Class 8 contains 73629 members 
Mstep: Class 9 contains 43991 members 
Mstep: Class 10 contains 4049 members 
Mstep: Class 11 contains 217079 members 
Mstep: Class 12 contains 8465 members 
Mstep: Class 13 contains 71803 members 
Mstep: Class 14 contains 42142 members 
Mstep: Class 15 contains 237680 members 
Mstep: Class 16 contains 2637 members 
Mstep: Class 17 contains 46709 members 
Mstep: Class 18 contains 90242 members 
Mstep: Class 19 contains 25791 members 
Mstep: Class 20 contains 8484 members 
Mstep: Class 21 contains 4305 members 
Mstep: Class 23 contains 26447 members 
Mstep: Class 24 contains 1347 members 
Mstep: Class 25 contains 6049 members 
Mstep: Class 26 contains 116823 members 
Mstep: Class 27 contains 32110 members 
Mstep: Class 28 contains 7405 members 
Mstep: Class 29 contains 5358 members 
Mstep: Class 30 contains 4302 members 
Mstep: Class 31 contains 3199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155630688.000000 Penalty: 105076.437500
Iteration 70Q: 31 clusters Score -1.556307e+08 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 20141 members 
Mstep: Class 2 contains 1355 members 
Mstep: Class 3 contains 5079 members 
Mstep: Class 4 contains 10168 members 
Mstep: Class 5 contains 2402 members 
Mstep: Class 6 contains 3773 members 
Mstep: Class 7 contains 237389 members 
Mstep: Class 8 contains 73637 members 
Mstep: Class 9 contains 44015 members 
Mstep: Class 10 contains 4033 members 
Mstep: Class 11 contains 217322 members 
Mstep: Class 12 contains 8453 members 
Mstep: Class 13 contains 71673 members 
Mstep: Class 14 contains 42139 members 
Mstep: Class 15 contains 237724 members 
Mstep: Class 16 contains 2637 members 
Mstep: Class 17 contains 46666 members 
Mstep: Class 18 contains 89418 members 
Mstep: Class 19 contains 25695 members 
Mstep: Class 20 contains 8484 members 
Mstep: Class 21 contains 4304 members 
Mstep: Class 23 contains 26449 members 
Mstep: Class 24 contains 1345 members 
Mstep: Class 25 contains 6041 members 
Mstep: Class 26 contains 116841 members 
Mstep: Class 27 contains 32733 members 
Mstep: Class 28 contains 7459 members 
Mstep: Class 29 contains 5376 members 
Mstep: Class 30 contains 4292 members 
Mstep: Class 31 contains 3199 members 
Entering Unmasked Estep 
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Iteration 71Q: 31 clusters Score -1.556311e+08 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 20135 members 
Mstep: Class 2 contains 1349 members 
Mstep: Class 3 contains 5076 members 
Mstep: Class 4 contains 10168 members 
Mstep: Class 5 contains 2404 members 
Mstep: Class 6 contains 3801 members 
Mstep: Class 7 contains 237465 members 
Mstep: Class 8 contains 73643 members 
Mstep: Class 9 contains 44049 members 
Mstep: Class 10 contains 4017 members 
Mstep: Class 11 contains 217492 members 
Mstep: Class 12 contains 8433 members 
Mstep: Class 13 contains 71557 members 
Mstep: Class 14 contains 42135 members 
Mstep: Class 15 contains 237789 members 
Mstep: Class 16 contains 2637 members 
Mstep: Class 17 contains 46628 members 
Mstep: Class 18 contains 88744 members 
Mstep: Class 19 contains 25567 members 
Mstep: Class 20 contains 8484 members 
Mstep: Class 21 contains 4301 members 
Mstep: Class 23 contains 26446 members 
Mstep: Class 24 contains 1348 members 
Mstep: Class 25 contains 6035 members 
Mstep: Class 26 contains 116861 members 
Mstep: Class 27 contains 33296 members 
Mstep: Class 28 contains 7499 members 
Mstep: Class 29 contains 5392 members 
Mstep: Class 30 contains 4292 members 
Mstep: Class 31 contains 3199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155631568.000000 Penalty: 105076.437500
Iteration 72Q: 31 clusters Score -1.556316e+08 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 20145 members 
Mstep: Class 2 contains 1341 members 
Mstep: Class 3 contains 5078 members 
Mstep: Class 4 contains 10180 members 
Mstep: Class 5 contains 2408 members 
Mstep: Class 6 contains 3829 members 
Mstep: Class 7 contains 237522 members 
Mstep: Class 8 contains 73645 members 
Mstep: Class 9 contains 44077 members 
Mstep: Class 10 contains 4012 members 
Mstep: Class 11 contains 217615 members 
Mstep: Class 12 contains 8406 members 
Mstep: Class 13 contains 71459 members 
Mstep: Class 14 contains 42134 members 
Mstep: Class 15 contains 237822 members 
Mstep: Class 16 contains 2637 members 
Mstep: Class 17 contains 46591 members 
Mstep: Class 18 contains 88163 members 
Mstep: Class 19 contains 25463 members 
Mstep: Class 20 contains 8484 members 
Mstep: Class 21 contains 4296 members 
Mstep: Class 23 contains 26449 members 
Mstep: Class 24 contains 1348 members 
Mstep: Class 25 contains 6035 members 
Mstep: Class 26 contains 116881 members 
Mstep: Class 27 contains 33780 members 
Mstep: Class 28 contains 7548 members 
Mstep: Class 29 contains 5405 members 
Mstep: Class 30 contains 4291 members 
Mstep: Class 31 contains 3198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155631872.000000 Penalty: 105076.437500
Iteration 73Q: 31 clusters Score -1.556319e+08 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 20159 members 
Mstep: Class 2 contains 1334 members 
Mstep: Class 3 contains 5080 members 
Mstep: Class 4 contains 10179 members 
Mstep: Class 5 contains 2411 members 
Mstep: Class 6 contains 3845 members 
Mstep: Class 7 contains 237571 members 
Mstep: Class 8 contains 73647 members 
Mstep: Class 9 contains 44148 members 
Mstep: Class 10 contains 4006 members 
Mstep: Class 11 contains 217713 members 
Mstep: Class 12 contains 8403 members 
Mstep: Class 13 contains 71364 members 
Mstep: Class 14 contains 42130 members 
Mstep: Class 15 contains 237866 members 
Mstep: Class 16 contains 2637 members 
Mstep: Class 17 contains 46545 members 
Mstep: Class 18 contains 87686 members 
Mstep: Class 19 contains 25323 members 
Mstep: Class 20 contains 8485 members 
Mstep: Class 21 contains 4290 members 
Mstep: Class 23 contains 26457 members 
Mstep: Class 24 contains 1351 members 
Mstep: Class 25 contains 6037 members 
Mstep: Class 26 contains 116888 members 
Mstep: Class 27 contains 34195 members 
Mstep: Class 28 contains 7594 members 
Mstep: Class 29 contains 5412 members 
Mstep: Class 30 contains 4289 members 
Mstep: Class 31 contains 3197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155631920.000000 Penalty: 105076.437500
Iteration 74Q: 31 clusters Score -1.556319e+08 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 20158 members 
Mstep: Class 2 contains 1329 members 
Mstep: Class 3 contains 5088 members 
Mstep: Class 4 contains 10186 members 
Mstep: Class 5 contains 2409 members 
Mstep: Class 6 contains 3859 members 
Mstep: Class 7 contains 237615 members 
Mstep: Class 8 contains 73648 members 
Mstep: Class 9 contains 44230 members 
Mstep: Class 10 contains 4006 members 
Mstep: Class 11 contains 217793 members 
Mstep: Class 12 contains 8396 members 
Mstep: Class 13 contains 71269 members 
Mstep: Class 14 contains 42128 members 
Mstep: Class 15 contains 237902 members 
Mstep: Class 16 contains 2636 members 
Mstep: Class 17 contains 46509 members 
Mstep: Class 18 contains 87262 members 
Mstep: Class 19 contains 25183 members 
Mstep: Class 20 contains 8487 members 
Mstep: Class 21 contains 4286 members 
Mstep: Class 23 contains 26463 members 
Mstep: Class 24 contains 1353 members 
Mstep: Class 25 contains 6029 members 
Mstep: Class 26 contains 116906 members 
Mstep: Class 27 contains 34567 members 
Mstep: Class 28 contains 7639 members 
Mstep: Class 29 contains 5427 members 
Mstep: Class 30 contains 4284 members 
Mstep: Class 31 contains 3195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155631984.000000 Penalty: 105076.437500
Iteration 75Q: 31 clusters Score -1.55632e+08 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 20168 members 
Mstep: Class 2 contains 1322 members 
Mstep: Class 3 contains 5091 members 
Mstep: Class 4 contains 10193 members 
Mstep: Class 5 contains 2408 members 
Mstep: Class 6 contains 3865 members 
Mstep: Class 7 contains 237653 members 
Mstep: Class 8 contains 73650 members 
Mstep: Class 9 contains 44325 members 
Mstep: Class 10 contains 4006 members 
Mstep: Class 11 contains 217865 members 
Mstep: Class 12 contains 8398 members 
Mstep: Class 13 contains 71185 members 
Mstep: Class 14 contains 42127 members 
Mstep: Class 15 contains 237946 members 
Mstep: Class 16 contains 2635 members 
Mstep: Class 17 contains 46488 members 
Mstep: Class 18 contains 86895 members 
Mstep: Class 19 contains 25035 members 
Mstep: Class 20 contains 8491 members 
Mstep: Class 21 contains 4285 members 
Mstep: Class 23 contains 26459 members 
Mstep: Class 24 contains 1353 members 
Mstep: Class 25 contains 6022 members 
Mstep: Class 26 contains 116914 members 
Mstep: Class 27 contains 34882 members 
Mstep: Class 28 contains 7667 members 
Mstep: Class 29 contains 5444 members 
Mstep: Class 30 contains 4279 members 
Mstep: Class 31 contains 3191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155632128.000000 Penalty: 105076.437500
Iteration 76Q: 31 clusters Score -1.556321e+08 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 20178 members 
Mstep: Class 2 contains 1315 members 
Mstep: Class 3 contains 5093 members 
Mstep: Class 4 contains 10205 members 
Mstep: Class 5 contains 2410 members 
Mstep: Class 6 contains 3870 members 
Mstep: Class 7 contains 237692 members 
Mstep: Class 8 contains 73654 members 
Mstep: Class 9 contains 44433 members 
Mstep: Class 10 contains 4007 members 
Mstep: Class 11 contains 217893 members 
Mstep: Class 12 contains 8393 members 
Mstep: Class 13 contains 71104 members 
Mstep: Class 14 contains 42133 members 
Mstep: Class 15 contains 237948 members 
Mstep: Class 16 contains 2635 members 
Mstep: Class 17 contains 46480 members 
Mstep: Class 18 contains 86595 members 
Mstep: Class 19 contains 24912 members 
Mstep: Class 20 contains 8495 members 
Mstep: Class 21 contains 4278 members 
Mstep: Class 23 contains 26463 members 
Mstep: Class 24 contains 1354 members 
Mstep: Class 25 contains 6010 members 
Mstep: Class 26 contains 116930 members 
Mstep: Class 27 contains 35156 members 
Mstep: Class 28 contains 7689 members 
Mstep: Class 29 contains 5454 members 
Mstep: Class 30 contains 4277 members 
Mstep: Class 31 contains 3186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155631888.000000 Penalty: 105076.437500
Iteration 77Q: 31 clusters Score -1.556319e+08 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 20184 members 
Mstep: Class 2 contains 1311 members 
Mstep: Class 3 contains 5093 members 
Mstep: Class 4 contains 10221 members 
Mstep: Class 5 contains 2409 members 
Mstep: Class 6 contains 3872 members 
Mstep: Class 7 contains 237736 members 
Mstep: Class 8 contains 73657 members 
Mstep: Class 9 contains 44541 members 
Mstep: Class 10 contains 4011 members 
Mstep: Class 11 contains 217906 members 
Mstep: Class 12 contains 8393 members 
Mstep: Class 13 contains 71045 members 
Mstep: Class 14 contains 42140 members 
Mstep: Class 15 contains 237986 members 
Mstep: Class 16 contains 2634 members 
Mstep: Class 17 contains 46467 members 
Mstep: Class 18 contains 86345 members 
Mstep: Class 19 contains 24746 members 
Mstep: Class 20 contains 8499 members 
Mstep: Class 21 contains 4277 members 
Mstep: Class 23 contains 26469 members 
Mstep: Class 24 contains 1352 members 
Mstep: Class 25 contains 6007 members 
Mstep: Class 26 contains 116938 members 
Mstep: Class 27 contains 35377 members 
Mstep: Class 28 contains 7711 members 
Mstep: Class 29 contains 5461 members 
Mstep: Class 30 contains 4272 members 
Mstep: Class 31 contains 3182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155632352.000000 Penalty: 105076.437500
Iteration 78Q: 31 clusters Score -1.556324e+08 nChanged 1001
Entering ConstructFrom: 
Score: -155632352.000000 Penalty: 105076.437500
Entering ConstructFrom: 
Trying to split cluster 1 (20189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20189 members 
Entering Unmasked Estep 
Score: -2322976.250000 Penalty: 2458.397461
	Iteration 0F: 2 clusters Score -2322976 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -2308885.250000 Penalty: 4916.794922
	Iteration 0F: 3 clusters Score -2308885 nChanged 8886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -2314232.500000 Penalty: 4916.794922
	Iteration 1F: 3 clusters Score -2314232 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -2315272.000000 Penalty: 4916.794922
	Iteration 2F: 3 clusters Score -2315272 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -2316552.500000 Penalty: 4916.794922
	Iteration 3F: 3 clusters Score -2316552 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -2318353.250000 Penalty: 4916.794922
	Iteration 4F: 3 clusters Score -2318353 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -2320442.000000 Penalty: 4916.794922
	Iteration 5F: 3 clusters Score -2320442 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -2322446.250000 Penalty: 4916.794922
	Iteration 6F: 3 clusters Score -2322446 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -2324184.250000 Penalty: 4916.794922
	Iteration 7F: 3 clusters Score -2324184 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -2325255.500000 Penalty: 4916.794922
	Iteration 8Q: 3 clusters Score -2325256 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -2326121.750000 Penalty: 4916.794922
	Iteration 9Q: 3 clusters Score -2326122 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -2326699.750000 Penalty: 4916.794922
	Iteration 10Q: 3 clusters Score -2326700 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -2326897.000000 Penalty: 4916.794922
	Iteration 11Q: 3 clusters Score -2326897 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12081 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -2326964.250000 Penalty: 4916.794922
	Iteration 12Q: 3 clusters Score -2326964 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -2326988.000000 Penalty: 4916.794922
	Iteration 13Q: 3 clusters Score -2326988 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12218 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -2326996.500000 Penalty: 4916.794922
	Iteration 14Q: 3 clusters Score -2326996 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -2327011.250000 Penalty: 4916.794922
	Iteration 15Q: 3 clusters Score -2327011 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -2327017.500000 Penalty: 4916.794922
	Iteration 16Q: 3 clusters Score -2327018 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -2327022.000000 Penalty: 4916.794922
	Iteration 17Q: 3 clusters Score -2327022 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -2327026.750000 Penalty: 4916.794922
	Iteration 18Q: 3 clusters Score -2327027 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -2327025.250000 Penalty: 4916.794922
	Iteration 19Q: 3 clusters Score -2327025 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12323 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -2327025.000000 Penalty: 4916.794922
	Iteration 20F: 3 clusters Score -2327025 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -2327023.500000 Penalty: 4916.794922
	Iteration 21Q: 3 clusters Score -2327024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12325 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -2327026.500000 Penalty: 4916.794922
	Iteration 22Q: 3 clusters Score -2327026 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12325 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -2327026.500000 Penalty: 4916.794922
	Iteration 23F: 3 clusters Score -2327026 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12325 members 
Mstep: Class 2 contains 1308 members 
Mstep: Class 3 contains 5096 members 
Mstep: Class 4 contains 10227 members 
Mstep: Class 5 contains 2410 members 
Mstep: Class 6 contains 3875 members 
Mstep: Class 7 contains 237765 members 
Mstep: Class 8 contains 73672 members 
Mstep: Class 9 contains 44643 members 
Mstep: Class 10 contains 4016 members 
Mstep: Class 11 contains 217941 members 
Mstep: Class 12 contains 8390 members 
Mstep: Class 13 contains 70993 members 
Mstep: Class 14 contains 42143 members 
Mstep: Class 15 contains 238030 members 
Mstep: Class 16 contains 2634 members 
Mstep: Class 17 contains 46460 members 
Mstep: Class 18 contains 86119 members 
Mstep: Class 19 contains 24558 members 
Mstep: Class 20 contains 8501 members 
Mstep: Class 21 contains 4276 members 
Mstep: Class 22 contains 7864 members 
Mstep: Class 23 contains 26476 members 
Mstep: Class 24 contains 1352 members 
Mstep: Class 25 contains 5998 members 
Mstep: Class 26 contains 116949 members 
Mstep: Class 27 contains 35583 members 
Mstep: Class 28 contains 7725 members 
Mstep: Class 29 contains 5464 members 
Mstep: Class 30 contains 4269 members 
Mstep: Class 31 contains 3180 members 
Entering Unmasked Estep 
Score: -155635520.000000 Penalty: 108578.992188
Splitting cluster 1 changes total score from -155632352.000000 to -155635520.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 2 (1308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Entering Unmasked Estep 
Score: -138407.312500 Penalty: 1779.711182
	Iteration 0F: 2 clusters Score -138407.3 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 645 members 
Entering Unmasked Estep 
Score: -136231.156250 Penalty: 3559.422363
	Iteration 0F: 3 clusters Score -136231.2 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -136594.515625 Penalty: 3559.422363
	Iteration 1F: 3 clusters Score -136594.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -136687.140625 Penalty: 3559.422363
	Iteration 2F: 3 clusters Score -136687.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -136736.937500 Penalty: 3559.422363
	Iteration 3Q: 3 clusters Score -136736.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -136770.203125 Penalty: 3559.422363
	Iteration 4Q: 3 clusters Score -136770.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -136790.781250 Penalty: 3559.422363
	Iteration 5Q: 3 clusters Score -136790.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -136810.859375 Penalty: 3559.422363
	Iteration 6Q: 3 clusters Score -136810.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -136838.703125 Penalty: 3559.422363
	Iteration 7Q: 3 clusters Score -136838.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -136853.750000 Penalty: 3559.422363
	Iteration 8Q: 3 clusters Score -136853.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -136865.890625 Penalty: 3559.422363
	Iteration 9Q: 3 clusters Score -136865.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -136875.468750 Penalty: 3559.422363
	Iteration 10Q: 3 clusters Score -136875.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -136883.671875 Penalty: 3559.422363
	Iteration 11Q: 3 clusters Score -136883.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -136886.062500 Penalty: 3559.422363
	Iteration 12Q: 3 clusters Score -136886.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -136888.015625 Penalty: 3559.422363
	Iteration 13Q: 3 clusters Score -136888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -136888.656250 Penalty: 3559.422363
	Iteration 14Q: 3 clusters Score -136888.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -136889.796875 Penalty: 3559.422363
	Iteration 15Q: 3 clusters Score -136889.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -136893.937500 Penalty: 3559.422363
	Iteration 16Q: 3 clusters Score -136893.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -136901.953125 Penalty: 3559.422363
	Iteration 17Q: 3 clusters Score -136902 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -136910.062500 Penalty: 3559.422363
	Iteration 18Q: 3 clusters Score -136910.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -136918.937500 Penalty: 3559.422363
	Iteration 19Q: 3 clusters Score -136918.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -136927.671875 Penalty: 3559.422363
	Iteration 20F: 3 clusters Score -136927.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -136932.062500 Penalty: 3559.422363
	Iteration 21Q: 3 clusters Score -136932.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -136935.765625 Penalty: 3559.422363
	Iteration 22Q: 3 clusters Score -136935.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -136941.015625 Penalty: 3559.422363
	Iteration 23Q: 3 clusters Score -136941 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -136945.578125 Penalty: 3559.422363
	Iteration 24Q: 3 clusters Score -136945.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -136947.765625 Penalty: 3559.422363
	Iteration 25Q: 3 clusters Score -136947.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -136950.531250 Penalty: 3559.422363
	Iteration 26Q: 3 clusters Score -136950.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -136951.609375 Penalty: 3559.422363
	Iteration 27Q: 3 clusters Score -136951.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -136954.218750 Penalty: 3559.422363
	Iteration 28Q: 3 clusters Score -136954.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -136957.453125 Penalty: 3559.422363
	Iteration 29Q: 3 clusters Score -136957.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -136961.984375 Penalty: 3559.422363
	Iteration 30Q: 3 clusters Score -136962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -136969.484375 Penalty: 3559.422363
	Iteration 31Q: 3 clusters Score -136969.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -136975.359375 Penalty: 3559.422363
	Iteration 32Q: 3 clusters Score -136975.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -136977.437500 Penalty: 3559.422363
	Iteration 33Q: 3 clusters Score -136977.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -136979.687500 Penalty: 3559.422363
	Iteration 34Q: 3 clusters Score -136979.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -136982.453125 Penalty: 3559.422363
	Iteration 35Q: 3 clusters Score -136982.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -136984.109375 Penalty: 3559.422363
	Iteration 36Q: 3 clusters Score -136984.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -136984.109375 Penalty: 3559.422363
	Iteration 37F: 3 clusters Score -136984.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Entering Unmasked Estep 
Score: -579232.062500 Penalty: 2116.980225
	Iteration 0F: 2 clusters Score -579232.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -574644.750000 Penalty: 4233.960449
	Iteration 0F: 3 clusters Score -574644.8 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -575803.000000 Penalty: 4233.960449
	Iteration 1F: 3 clusters Score -575803 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -576103.375000 Penalty: 4233.960449
	Iteration 2F: 3 clusters Score -576103.4 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -576365.250000 Penalty: 4233.960449
	Iteration 3F: 3 clusters Score -576365.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -576647.687500 Penalty: 4233.960449
	Iteration 4F: 3 clusters Score -576647.7 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -576928.375000 Penalty: 4233.960449
	Iteration 5F: 3 clusters Score -576928.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -577218.875000 Penalty: 4233.960449
	Iteration 6F: 3 clusters Score -577218.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -577519.125000 Penalty: 4233.960449
	Iteration 7Q: 3 clusters Score -577519.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -577852.750000 Penalty: 4233.960449
	Iteration 8Q: 3 clusters Score -577852.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -578096.125000 Penalty: 4233.960449
	Iteration 9Q: 3 clusters Score -578096.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -578253.687500 Penalty: 4233.960449
	Iteration 10Q: 3 clusters Score -578253.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -578349.062500 Penalty: 4233.960449
	Iteration 11Q: 3 clusters Score -578349.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -578405.687500 Penalty: 4233.960449
	Iteration 12Q: 3 clusters Score -578405.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -578447.187500 Penalty: 4233.960449
	Iteration 13Q: 3 clusters Score -578447.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -578468.312500 Penalty: 4233.960449
	Iteration 14Q: 3 clusters Score -578468.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -578482.562500 Penalty: 4233.960449
	Iteration 15Q: 3 clusters Score -578482.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -578490.937500 Penalty: 4233.960449
	Iteration 16Q: 3 clusters Score -578490.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -578499.375000 Penalty: 4233.960449
	Iteration 17Q: 3 clusters Score -578499.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -578506.000000 Penalty: 4233.960449
	Iteration 18Q: 3 clusters Score -578506 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -578510.250000 Penalty: 4233.960449
	Iteration 19Q: 3 clusters Score -578510.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -578514.937500 Penalty: 4233.960449
	Iteration 20F: 3 clusters Score -578514.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -578520.375000 Penalty: 4233.960449
	Iteration 21Q: 3 clusters Score -578520.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -578523.937500 Penalty: 4233.960449
	Iteration 22Q: 3 clusters Score -578523.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -578526.312500 Penalty: 4233.960449
	Iteration 23Q: 3 clusters Score -578526.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -578527.312500 Penalty: 4233.960449
	Iteration 24Q: 3 clusters Score -578527.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -578527.125000 Penalty: 4233.960449
	Iteration 25Q: 3 clusters Score -578527.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -578527.937500 Penalty: 4233.960449
	Iteration 26Q: 3 clusters Score -578527.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -578529.812500 Penalty: 4233.960449
	Iteration 27Q: 3 clusters Score -578529.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -578530.062500 Penalty: 4233.960449
	Iteration 28Q: 3 clusters Score -578530.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -578531.125000 Penalty: 4233.960449
	Iteration 29Q: 3 clusters Score -578531.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -578531.125000 Penalty: 4233.960449
	Iteration 30F: 3 clusters Score -578531.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Entering Unmasked Estep 
Score: -1173080.250000 Penalty: 2289.730957
	Iteration 0F: 2 clusters Score -1173080 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -1165255.375000 Penalty: 4579.461914
	Iteration 0F: 3 clusters Score -1165255 nChanged 4289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -1167472.875000 Penalty: 4579.461914
	Iteration 1F: 3 clusters Score -1167473 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -1167707.625000 Penalty: 4579.461914
	Iteration 2F: 3 clusters Score -1167708 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -1167874.500000 Penalty: 4579.461914
	Iteration 3Q: 3 clusters Score -1167874 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -1168004.000000 Penalty: 4579.461914
	Iteration 4Q: 3 clusters Score -1168004 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -1168103.375000 Penalty: 4579.461914
	Iteration 5Q: 3 clusters Score -1168103 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -1168184.875000 Penalty: 4579.461914
	Iteration 6Q: 3 clusters Score -1168185 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1168256.750000 Penalty: 4579.461914
	Iteration 7Q: 3 clusters Score -1168257 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -1168344.875000 Penalty: 4579.461914
	Iteration 8Q: 3 clusters Score -1168345 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -1168451.625000 Penalty: 4579.461914
	Iteration 9Q: 3 clusters Score -1168452 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -1168602.375000 Penalty: 4579.461914
	Iteration 10Q: 3 clusters Score -1168602 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -1168810.375000 Penalty: 4579.461914
	Iteration 11Q: 3 clusters Score -1168810 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -1169077.250000 Penalty: 4579.461914
	Iteration 12Q: 3 clusters Score -1169077 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -1169454.875000 Penalty: 4579.461914
	Iteration 13F: 3 clusters Score -1169455 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -1169964.750000 Penalty: 4579.461914
	Iteration 14F: 3 clusters Score -1169965 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -1170498.125000 Penalty: 4579.461914
	Iteration 15F: 3 clusters Score -1170498 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -1170951.375000 Penalty: 4579.461914
	Iteration 16Q: 3 clusters Score -1170951 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -1171250.375000 Penalty: 4579.461914
	Iteration 17Q: 3 clusters Score -1171250 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -1171438.500000 Penalty: 4579.461914
	Iteration 18Q: 3 clusters Score -1171438 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -1171540.250000 Penalty: 4579.461914
	Iteration 19Q: 3 clusters Score -1171540 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -1171621.500000 Penalty: 4579.461914
	Iteration 20F: 3 clusters Score -1171622 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -1171654.375000 Penalty: 4579.461914
	Iteration 21Q: 3 clusters Score -1171654 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -1171683.875000 Penalty: 4579.461914
	Iteration 22Q: 3 clusters Score -1171684 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -1171699.750000 Penalty: 4579.461914
	Iteration 23Q: 3 clusters Score -1171700 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -1171708.500000 Penalty: 4579.461914
	Iteration 24Q: 3 clusters Score -1171708 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -1171712.000000 Penalty: 4579.461914
	Iteration 25Q: 3 clusters Score -1171712 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -1171716.250000 Penalty: 4579.461914
	Iteration 26Q: 3 clusters Score -1171716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -1171717.000000 Penalty: 4579.461914
	Iteration 27Q: 3 clusters Score -1171717 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -1171719.125000 Penalty: 4579.461914
	Iteration 28Q: 3 clusters Score -1171719 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -1171723.875000 Penalty: 4579.461914
	Iteration 29Q: 3 clusters Score -1171724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -1171724.625000 Penalty: 4579.461914
	Iteration 30Q: 3 clusters Score -1171725 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -1171724.500000 Penalty: 4579.461914
	Iteration 31Q: 3 clusters Score -1171724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -1171725.000000 Penalty: 4579.461914
	Iteration 32Q: 3 clusters Score -1171725 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -1171725.000000 Penalty: 4579.461914
	Iteration 33F: 3 clusters Score -1171725 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Entering Unmasked Estep 
Score: -236059.140625 Penalty: 1931.270752
	Iteration 0F: 2 clusters Score -236059.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -233223.375000 Penalty: 3862.541504
	Iteration 0F: 3 clusters Score -233223.4 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -233851.625000 Penalty: 3862.541504
	Iteration 1F: 3 clusters Score -233851.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -234219.828125 Penalty: 3862.541504
	Iteration 2F: 3 clusters Score -234219.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -234640.812500 Penalty: 3862.541504
	Iteration 3F: 3 clusters Score -234640.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -235140.328125 Penalty: 3862.541504
	Iteration 4F: 3 clusters Score -235140.3 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -235505.250000 Penalty: 3862.541504
	Iteration 5F: 3 clusters Score -235505.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -235719.203125 Penalty: 3862.541504
	Iteration 6F: 3 clusters Score -235719.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -235851.718750 Penalty: 3862.541504
	Iteration 7Q: 3 clusters Score -235851.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -235909.734375 Penalty: 3862.541504
	Iteration 8Q: 3 clusters Score -235909.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -235941.468750 Penalty: 3862.541504
	Iteration 9Q: 3 clusters Score -235941.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -235955.375000 Penalty: 3862.541504
	Iteration 10Q: 3 clusters Score -235955.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -235961.015625 Penalty: 3862.541504
	Iteration 11Q: 3 clusters Score -235961 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -235966.390625 Penalty: 3862.541504
	Iteration 12Q: 3 clusters Score -235966.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -235973.156250 Penalty: 3862.541504
	Iteration 13Q: 3 clusters Score -235973.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -235977.203125 Penalty: 3862.541504
	Iteration 14Q: 3 clusters Score -235977.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -235978.125000 Penalty: 3862.541504
	Iteration 15Q: 3 clusters Score -235978.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -235978.484375 Penalty: 3862.541504
	Iteration 16Q: 3 clusters Score -235978.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -235979.031250 Penalty: 3862.541504
	Iteration 17Q: 3 clusters Score -235979 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -235979.031250 Penalty: 3862.541504
	Iteration 18F: 3 clusters Score -235979 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Entering Unmasked Estep 
Score: -425911.468750 Penalty: 2049.050537
	Iteration 0F: 2 clusters Score -425911.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -422098.812500 Penalty: 4098.101074
	Iteration 0F: 3 clusters Score -422098.8 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -422952.312500 Penalty: 4098.101074
	Iteration 1F: 3 clusters Score -422952.3 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -423189.968750 Penalty: 4098.101074
	Iteration 2F: 3 clusters Score -423190 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -423317.375000 Penalty: 4098.101074
	Iteration 3Q: 3 clusters Score -423317.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -423421.000000 Penalty: 4098.101074
	Iteration 4Q: 3 clusters Score -423421 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -423516.593750 Penalty: 4098.101074
	Iteration 5Q: 3 clusters Score -423516.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -423587.968750 Penalty: 4098.101074
	Iteration 6Q: 3 clusters Score -423588 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -423644.125000 Penalty: 4098.101074
	Iteration 7Q: 3 clusters Score -423644.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -423699.906250 Penalty: 4098.101074
	Iteration 8Q: 3 clusters Score -423699.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -423742.843750 Penalty: 4098.101074
	Iteration 9Q: 3 clusters Score -423742.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -423779.031250 Penalty: 4098.101074
	Iteration 10Q: 3 clusters Score -423779 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -423817.593750 Penalty: 4098.101074
	Iteration 11Q: 3 clusters Score -423817.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -423856.781250 Penalty: 4098.101074
	Iteration 12Q: 3 clusters Score -423856.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -423894.375000 Penalty: 4098.101074
	Iteration 13Q: 3 clusters Score -423894.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -423932.218750 Penalty: 4098.101074
	Iteration 14Q: 3 clusters Score -423932.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -423963.781250 Penalty: 4098.101074
	Iteration 15Q: 3 clusters Score -423963.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -423993.281250 Penalty: 4098.101074
	Iteration 16Q: 3 clusters Score -423993.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -424017.750000 Penalty: 4098.101074
	Iteration 17Q: 3 clusters Score -424017.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -424041.187500 Penalty: 4098.101074
	Iteration 18Q: 3 clusters Score -424041.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -424063.718750 Penalty: 4098.101074
	Iteration 19Q: 3 clusters Score -424063.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -424080.000000 Penalty: 4098.101074
	Iteration 20F: 3 clusters Score -424080 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -424101.625000 Penalty: 4098.101074
	Iteration 21Q: 3 clusters Score -424101.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -424126.343750 Penalty: 4098.101074
	Iteration 22Q: 3 clusters Score -424126.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -424148.843750 Penalty: 4098.101074
	Iteration 23Q: 3 clusters Score -424148.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -424167.468750 Penalty: 4098.101074
	Iteration 24Q: 3 clusters Score -424167.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -424188.812500 Penalty: 4098.101074
	Iteration 25Q: 3 clusters Score -424188.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -424206.000000 Penalty: 4098.101074
	Iteration 26Q: 3 clusters Score -424206 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -424219.562500 Penalty: 4098.101074
	Iteration 27Q: 3 clusters Score -424219.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -424231.593750 Penalty: 4098.101074
	Iteration 28Q: 3 clusters Score -424231.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -424243.375000 Penalty: 4098.101074
	Iteration 29Q: 3 clusters Score -424243.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -424252.531250 Penalty: 4098.101074
	Iteration 30Q: 3 clusters Score -424252.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -424261.562500 Penalty: 4098.101074
	Iteration 31Q: 3 clusters Score -424261.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -424266.125000 Penalty: 4098.101074
	Iteration 32Q: 3 clusters Score -424266.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -424270.843750 Penalty: 4098.101074
	Iteration 33Q: 3 clusters Score -424270.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -424272.875000 Penalty: 4098.101074
	Iteration 34Q: 3 clusters Score -424272.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -424275.781250 Penalty: 4098.101074
	Iteration 35Q: 3 clusters Score -424275.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -424278.625000 Penalty: 4098.101074
	Iteration 36Q: 3 clusters Score -424278.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -424281.093750 Penalty: 4098.101074
	Iteration 37Q: 3 clusters Score -424281.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -424283.562500 Penalty: 4098.101074
	Iteration 38Q: 3 clusters Score -424283.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -424285.406250 Penalty: 4098.101074
	Iteration 39Q: 3 clusters Score -424285.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -424286.406250 Penalty: 4098.101074
	Iteration 40F: 3 clusters Score -424286.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -424288.187500 Penalty: 4098.101074
	Iteration 41Q: 3 clusters Score -424288.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -424289.468750 Penalty: 4098.101074
	Iteration 42Q: 3 clusters Score -424289.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -424290.812500 Penalty: 4098.101074
	Iteration 43Q: 3 clusters Score -424290.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -424291.531250 Penalty: 4098.101074
	Iteration 44Q: 3 clusters Score -424291.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -424291.843750 Penalty: 4098.101074
	Iteration 45Q: 3 clusters Score -424291.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -424292.000000 Penalty: 4098.101074
	Iteration 46Q: 3 clusters Score -424292 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -424292.000000 Penalty: 4098.101074
	Iteration 47F: 3 clusters Score -424292 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (237765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237765 members 
Entering Unmasked Estep 
Score: -28082418.000000 Penalty: 3070.001465
	Iteration 0F: 2 clusters Score -2.808242e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119093 members 
Mstep: Class 2 contains 118672 members 
Entering Unmasked Estep 
Score: -27931000.000000 Penalty: 6140.002930
	Iteration 0F: 3 clusters Score -2.7931e+07 nChanged 114785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122482 members 
Mstep: Class 2 contains 115283 members 
Entering Unmasked Estep 
Score: -27998422.000000 Penalty: 6140.002930
	Iteration 1F: 3 clusters Score -2.799842e+07 nChanged 5553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124751 members 
Mstep: Class 2 contains 113014 members 
Entering Unmasked Estep 
Score: -27999230.000000 Penalty: 6140.002930
	Iteration 2Q: 3 clusters Score -2.799923e+07 nChanged 5845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128310 members 
Mstep: Class 2 contains 109455 members 
Entering Unmasked Estep 
Score: -28000392.000000 Penalty: 6140.002930
	Iteration 3Q: 3 clusters Score -2.800039e+07 nChanged 6917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133901 members 
Mstep: Class 2 contains 103864 members 
Entering Unmasked Estep 
Score: -28002284.000000 Penalty: 6140.002930
	Iteration 4Q: 3 clusters Score -2.800228e+07 nChanged 9099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142528 members 
Mstep: Class 2 contains 95237 members 
Entering Unmasked Estep 
Score: -28005616.000000 Penalty: 6140.002930
	Iteration 5Q: 3 clusters Score -2.800562e+07 nChanged 13141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155549 members 
Mstep: Class 2 contains 82216 members 
Entering Unmasked Estep 
Score: -28012478.000000 Penalty: 6140.002930
	Iteration 6F: 3 clusters Score -2.801248e+07 nChanged 18794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174329 members 
Mstep: Class 2 contains 63436 members 
Entering Unmasked Estep 
Score: -28025162.000000 Penalty: 6140.002930
	Iteration 7F: 3 clusters Score -2.802516e+07 nChanged 23376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197701 members 
Mstep: Class 2 contains 40064 members 
Entering Unmasked Estep 
Score: -28043952.000000 Penalty: 6140.002930
	Iteration 8F: 3 clusters Score -2.804395e+07 nChanged 21531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219232 members 
Mstep: Class 2 contains 18533 members 
Entering Unmasked Estep 
Score: -28063094.000000 Penalty: 6140.002930
	Iteration 9F: 3 clusters Score -2.806309e+07 nChanged 12699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231931 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -28074374.000000 Penalty: 6140.002930
	Iteration 10F: 3 clusters Score -2.807437e+07 nChanged 4397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236328 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -28078300.000000 Penalty: 6140.002930
	Iteration 11Q: 3 clusters Score -2.80783e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237356 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -28079242.000000 Penalty: 6140.002930
	Iteration 12Q: 3 clusters Score -2.807924e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237529 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -28079458.000000 Penalty: 6140.002930
	Iteration 13Q: 3 clusters Score -2.807946e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237567 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -28079502.000000 Penalty: 6140.002930
	Iteration 14Q: 3 clusters Score -2.80795e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237577 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -28079558.000000 Penalty: 6140.002930
	Iteration 15Q: 3 clusters Score -2.807956e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237583 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -28079552.000000 Penalty: 6140.002930
	Iteration 16Q: 3 clusters Score -2.807955e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237588 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -28079574.000000 Penalty: 6140.002930
	Iteration 17Q: 3 clusters Score -2.807957e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237589 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -28079568.000000 Penalty: 6140.002930
	Iteration 18Q: 3 clusters Score -2.807957e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237589 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -28079568.000000 Penalty: 6140.002930
	Iteration 19F: 3 clusters Score -2.807957e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (73672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73672 members 
Entering Unmasked Estep 
Score: -8697130.000000 Penalty: 2779.429932
	Iteration 0F: 2 clusters Score -8697130 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36653 members 
Mstep: Class 2 contains 37019 members 
Entering Unmasked Estep 
Score: -8647822.000000 Penalty: 5558.859863
	Iteration 0F: 3 clusters Score -8647822 nChanged 34621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35294 members 
Mstep: Class 2 contains 38378 members 
Entering Unmasked Estep 
Score: -8667093.000000 Penalty: 5558.859863
	Iteration 1F: 3 clusters Score -8667093 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34432 members 
Mstep: Class 2 contains 39240 members 
Entering Unmasked Estep 
Score: -8667755.000000 Penalty: 5558.859863
	Iteration 2Q: 3 clusters Score -8667755 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33198 members 
Mstep: Class 2 contains 40474 members 
Entering Unmasked Estep 
Score: -8668470.000000 Penalty: 5558.859863
	Iteration 3Q: 3 clusters Score -8668470 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31447 members 
Mstep: Class 2 contains 42225 members 
Entering Unmasked Estep 
Score: -8669363.000000 Penalty: 5558.859863
	Iteration 4Q: 3 clusters Score -8669363 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28938 members 
Mstep: Class 2 contains 44734 members 
Entering Unmasked Estep 
Score: -8670637.000000 Penalty: 5558.859863
	Iteration 5Q: 3 clusters Score -8670637 nChanged 3813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25419 members 
Mstep: Class 2 contains 48253 members 
Entering Unmasked Estep 
Score: -8672850.000000 Penalty: 5558.859863
	Iteration 6F: 3 clusters Score -8672850 nChanged 4777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20764 members 
Mstep: Class 2 contains 52908 members 
Entering Unmasked Estep 
Score: -8676354.000000 Penalty: 5558.859863
	Iteration 7F: 3 clusters Score -8676354 nChanged 5537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15275 members 
Mstep: Class 2 contains 58397 members 
Entering Unmasked Estep 
Score: -8680870.000000 Penalty: 5558.859863
	Iteration 8F: 3 clusters Score -8680870 nChanged 5411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 63794 members 
Entering Unmasked Estep 
Score: -8685807.000000 Penalty: 5558.859863
	Iteration 9F: 3 clusters Score -8685807 nChanged 4385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 68169 members 
Entering Unmasked Estep 
Score: -8689925.000000 Penalty: 5558.859863
	Iteration 10F: 3 clusters Score -8689925 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 70851 members 
Entering Unmasked Estep 
Score: -8692379.000000 Penalty: 5558.859863
	Iteration 11Q: 3 clusters Score -8692379 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 72182 members 
Entering Unmasked Estep 
Score: -8693597.000000 Penalty: 5558.859863
	Iteration 12Q: 3 clusters Score -8693597 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 72753 members 
Entering Unmasked Estep 
Score: -8694113.000000 Penalty: 5558.859863
	Iteration 13Q: 3 clusters Score -8694113 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 73015 members 
Entering Unmasked Estep 
Score: -8694378.000000 Penalty: 5558.859863
	Iteration 14Q: 3 clusters Score -8694378 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 73121 members 
Entering Unmasked Estep 
Score: -8694481.000000 Penalty: 5558.859863
	Iteration 15Q: 3 clusters Score -8694481 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 73190 members 
Entering Unmasked Estep 
Score: -8694573.000000 Penalty: 5558.859863
	Iteration 16Q: 3 clusters Score -8694573 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 73223 members 
Entering Unmasked Estep 
Score: -8694599.000000 Penalty: 5558.859863
	Iteration 17Q: 3 clusters Score -8694599 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 73244 members 
Entering Unmasked Estep 
Score: -8694638.000000 Penalty: 5558.859863
	Iteration 18Q: 3 clusters Score -8694638 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 73266 members 
Entering Unmasked Estep 
Score: -8694689.000000 Penalty: 5558.859863
	Iteration 19Q: 3 clusters Score -8694689 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 73279 members 
Entering Unmasked Estep 
Score: -8694694.000000 Penalty: 5558.859863
	Iteration 20F: 3 clusters Score -8694694 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 73289 members 
Entering Unmasked Estep 
Score: -8694717.000000 Penalty: 5558.859863
	Iteration 21Q: 3 clusters Score -8694717 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 73297 members 
Entering Unmasked Estep 
Score: -8694729.000000 Penalty: 5558.859863
	Iteration 22Q: 3 clusters Score -8694729 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 73298 members 
Entering Unmasked Estep 
Score: -8694742.000000 Penalty: 5558.859863
	Iteration 23Q: 3 clusters Score -8694742 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 73303 members 
Entering Unmasked Estep 
Score: -8694757.000000 Penalty: 5558.859863
	Iteration 24Q: 3 clusters Score -8694757 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 73305 members 
Entering Unmasked Estep 
Score: -8694757.000000 Penalty: 5558.859863
	Iteration 25Q: 3 clusters Score -8694757 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 73304 members 
Entering Unmasked Estep 
Score: -8694770.000000 Penalty: 5558.859863
	Iteration 26Q: 3 clusters Score -8694770 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 73303 members 
Entering Unmasked Estep 
Score: -8694780.000000 Penalty: 5558.859863
	Iteration 27Q: 3 clusters Score -8694780 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 73308 members 
Entering Unmasked Estep 
Score: -8694781.000000 Penalty: 5558.859863
	Iteration 28Q: 3 clusters Score -8694781 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 73310 members 
Entering Unmasked Estep 
Score: -8694781.000000 Penalty: 5558.859863
	Iteration 29Q: 3 clusters Score -8694781 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 73312 members 
Entering Unmasked Estep 
Score: -8694785.000000 Penalty: 5558.859863
	Iteration 30Q: 3 clusters Score -8694785 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 73314 members 
Entering Unmasked Estep 
Score: -8694792.000000 Penalty: 5558.859863
	Iteration 31Q: 3 clusters Score -8694792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 73314 members 
Entering Unmasked Estep 
Score: -8694790.000000 Penalty: 5558.859863
	Iteration 32Q: 3 clusters Score -8694790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 73316 members 
Entering Unmasked Estep 
Score: -8694791.000000 Penalty: 5558.859863
	Iteration 33Q: 3 clusters Score -8694791 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 73316 members 
Entering Unmasked Estep 
Score: -8694791.000000 Penalty: 5558.859863
	Iteration 34F: 3 clusters Score -8694791 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (44643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44643 members 
Entering Unmasked Estep 
Score: -5162394.000000 Penalty: 2655.200195
	Iteration 0F: 2 clusters Score -5162394 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22290 members 
Mstep: Class 2 contains 22353 members 
Entering Unmasked Estep 
Score: -5132225.000000 Penalty: 5310.400391
	Iteration 0F: 3 clusters Score -5132225 nChanged 20570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21894 members 
Mstep: Class 2 contains 22749 members 
Entering Unmasked Estep 
Score: -5143433.000000 Penalty: 5310.400391
	Iteration 1F: 3 clusters Score -5143433 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21477 members 
Mstep: Class 2 contains 23166 members 
Entering Unmasked Estep 
Score: -5144178.000000 Penalty: 5310.400391
	Iteration 2Q: 3 clusters Score -5144178 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20883 members 
Mstep: Class 2 contains 23760 members 
Entering Unmasked Estep 
Score: -5144992.500000 Penalty: 5310.400391
	Iteration 3Q: 3 clusters Score -5144992 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19980 members 
Mstep: Class 2 contains 24663 members 
Entering Unmasked Estep 
Score: -5146055.500000 Penalty: 5310.400391
	Iteration 4F: 3 clusters Score -5146056 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18773 members 
Mstep: Class 2 contains 25870 members 
Entering Unmasked Estep 
Score: -5147299.500000 Penalty: 5310.400391
	Iteration 5F: 3 clusters Score -5147300 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17232 members 
Mstep: Class 2 contains 27411 members 
Entering Unmasked Estep 
Score: -5148834.000000 Penalty: 5310.400391
	Iteration 6F: 3 clusters Score -5148834 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15406 members 
Mstep: Class 2 contains 29237 members 
Entering Unmasked Estep 
Score: -5150504.000000 Penalty: 5310.400391
	Iteration 7F: 3 clusters Score -5150504 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13374 members 
Mstep: Class 2 contains 31269 members 
Entering Unmasked Estep 
Score: -5152297.000000 Penalty: 5310.400391
	Iteration 8F: 3 clusters Score -5152297 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 33394 members 
Entering Unmasked Estep 
Score: -5154204.500000 Penalty: 5310.400391
	Iteration 9F: 3 clusters Score -5154204 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 35373 members 
Entering Unmasked Estep 
Score: -5155999.500000 Penalty: 5310.400391
	Iteration 10F: 3 clusters Score -5156000 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 36938 members 
Entering Unmasked Estep 
Score: -5157370.000000 Penalty: 5310.400391
	Iteration 11Q: 3 clusters Score -5157370 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 38142 members 
Entering Unmasked Estep 
Score: -5158289.000000 Penalty: 5310.400391
	Iteration 12Q: 3 clusters Score -5158289 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 39069 members 
Entering Unmasked Estep 
Score: -5158962.500000 Penalty: 5310.400391
	Iteration 13Q: 3 clusters Score -5158962 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 39807 members 
Entering Unmasked Estep 
Score: -5159374.000000 Penalty: 5310.400391
	Iteration 14Q: 3 clusters Score -5159374 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 40358 members 
Entering Unmasked Estep 
Score: -5159657.000000 Penalty: 5310.400391
	Iteration 15Q: 3 clusters Score -5159657 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 40829 members 
Entering Unmasked Estep 
Score: -5159933.500000 Penalty: 5310.400391
	Iteration 16Q: 3 clusters Score -5159934 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 41197 members 
Entering Unmasked Estep 
Score: -5160084.500000 Penalty: 5310.400391
	Iteration 17Q: 3 clusters Score -5160084 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 41499 members 
Entering Unmasked Estep 
Score: -5160203.500000 Penalty: 5310.400391
	Iteration 18Q: 3 clusters Score -5160204 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 41765 members 
Entering Unmasked Estep 
Score: -5160312.000000 Penalty: 5310.400391
	Iteration 19Q: 3 clusters Score -5160312 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 41980 members 
Entering Unmasked Estep 
Score: -5160390.500000 Penalty: 5310.400391
	Iteration 20F: 3 clusters Score -5160390 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 42187 members 
Entering Unmasked Estep 
Score: -5160474.500000 Penalty: 5310.400391
	Iteration 21Q: 3 clusters Score -5160474 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 42362 members 
Entering Unmasked Estep 
Score: -5160558.000000 Penalty: 5310.400391
	Iteration 22Q: 3 clusters Score -5160558 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 42512 members 
Entering Unmasked Estep 
Score: -5160610.000000 Penalty: 5310.400391
	Iteration 23Q: 3 clusters Score -5160610 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 42622 members 
Entering Unmasked Estep 
Score: -5160661.500000 Penalty: 5310.400391
	Iteration 24Q: 3 clusters Score -5160662 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 42713 members 
Entering Unmasked Estep 
Score: -5160697.000000 Penalty: 5310.400391
	Iteration 25Q: 3 clusters Score -5160697 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 42785 members 
Entering Unmasked Estep 
Score: -5160729.000000 Penalty: 5310.400391
	Iteration 26Q: 3 clusters Score -5160729 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 42850 members 
Entering Unmasked Estep 
Score: -5160742.000000 Penalty: 5310.400391
	Iteration 27Q: 3 clusters Score -5160742 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 42900 members 
Entering Unmasked Estep 
Score: -5160755.000000 Penalty: 5310.400391
	Iteration 28Q: 3 clusters Score -5160755 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 42941 members 
Entering Unmasked Estep 
Score: -5160767.500000 Penalty: 5310.400391
	Iteration 29Q: 3 clusters Score -5160768 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 42973 members 
Entering Unmasked Estep 
Score: -5160773.000000 Penalty: 5310.400391
	Iteration 30Q: 3 clusters Score -5160773 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 42998 members 
Entering Unmasked Estep 
Score: -5160774.500000 Penalty: 5310.400391
	Iteration 31Q: 3 clusters Score -5160774 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 43025 members 
Entering Unmasked Estep 
Score: -5160793.000000 Penalty: 5310.400391
	Iteration 32Q: 3 clusters Score -5160793 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 43054 members 
Entering Unmasked Estep 
Score: -5160798.500000 Penalty: 5310.400391
	Iteration 33Q: 3 clusters Score -5160798 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 43081 members 
Entering Unmasked Estep 
Score: -5160813.000000 Penalty: 5310.400391
	Iteration 34Q: 3 clusters Score -5160813 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 43104 members 
Entering Unmasked Estep 
Score: -5160812.500000 Penalty: 5310.400391
	Iteration 35Q: 3 clusters Score -5160812 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 43122 members 
Entering Unmasked Estep 
Score: -5160821.500000 Penalty: 5310.400391
	Iteration 36Q: 3 clusters Score -5160822 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 43132 members 
Entering Unmasked Estep 
Score: -5160832.500000 Penalty: 5310.400391
	Iteration 37Q: 3 clusters Score -5160832 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 43144 members 
Entering Unmasked Estep 
Score: -5160839.500000 Penalty: 5310.400391
	Iteration 38Q: 3 clusters Score -5160840 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 43160 members 
Entering Unmasked Estep 
Score: -5160836.500000 Penalty: 5310.400391
	Iteration 39Q: 3 clusters Score -5160836 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 43173 members 
Entering Unmasked Estep 
Score: -5160838.500000 Penalty: 5310.400391
	Iteration 40F: 3 clusters Score -5160838 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 43182 members 
Entering Unmasked Estep 
Score: -5160857.000000 Penalty: 5310.400391
	Iteration 41Q: 3 clusters Score -5160857 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 43191 members 
Entering Unmasked Estep 
Score: -5160849.500000 Penalty: 5310.400391
	Iteration 42Q: 3 clusters Score -5160850 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 43196 members 
Entering Unmasked Estep 
Score: -5160862.000000 Penalty: 5310.400391
	Iteration 43Q: 3 clusters Score -5160862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 43201 members 
Entering Unmasked Estep 
Score: -5160854.500000 Penalty: 5310.400391
	Iteration 44Q: 3 clusters Score -5160854 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 43210 members 
Entering Unmasked Estep 
Score: -5160859.500000 Penalty: 5310.400391
	Iteration 45Q: 3 clusters Score -5160860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 43216 members 
Entering Unmasked Estep 
Score: -5160853.500000 Penalty: 5310.400391
	Iteration 46Q: 3 clusters Score -5160854 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 43227 members 
Entering Unmasked Estep 
Score: -5160873.500000 Penalty: 5310.400391
	Iteration 47Q: 3 clusters Score -5160874 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 43239 members 
Entering Unmasked Estep 
Score: -5160878.000000 Penalty: 5310.400391
	Iteration 48Q: 3 clusters Score -5160878 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 43247 members 
Entering Unmasked Estep 
Score: -5160883.000000 Penalty: 5310.400391
	Iteration 49Q: 3 clusters Score -5160883 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 43250 members 
Entering Unmasked Estep 
Score: -5160874.500000 Penalty: 5310.400391
	Iteration 50Q: 3 clusters Score -5160874 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 43255 members 
Entering Unmasked Estep 
Score: -5160871.000000 Penalty: 5310.400391
	Iteration 51Q: 3 clusters Score -5160871 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 43262 members 
Entering Unmasked Estep 
Score: -5160882.500000 Penalty: 5310.400391
	Iteration 52Q: 3 clusters Score -5160882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 43264 members 
Entering Unmasked Estep 
Score: -5160876.000000 Penalty: 5310.400391
	Iteration 53Q: 3 clusters Score -5160876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 43265 members 
Entering Unmasked Estep 
Score: -5160877.000000 Penalty: 5310.400391
	Iteration 54Q: 3 clusters Score -5160877 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 43265 members 
Entering Unmasked Estep 
Score: -5160877.000000 Penalty: 5310.400391
	Iteration 55F: 3 clusters Score -5160877 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Entering Unmasked Estep 
Score: -457412.218750 Penalty: 2057.914307
	Iteration 0F: 2 clusters Score -457412.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -453508.625000 Penalty: 4115.828613
	Iteration 0F: 3 clusters Score -453508.6 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -454422.468750 Penalty: 4115.828613
	Iteration 1F: 3 clusters Score -454422.5 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -454653.812500 Penalty: 4115.828613
	Iteration 2F: 3 clusters Score -454653.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -454832.312500 Penalty: 4115.828613
	Iteration 3F: 3 clusters Score -454832.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -455011.906250 Penalty: 4115.828613
	Iteration 4Q: 3 clusters Score -455011.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -455197.781250 Penalty: 4115.828613
	Iteration 5F: 3 clusters Score -455197.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -455377.156250 Penalty: 4115.828613
	Iteration 6Q: 3 clusters Score -455377.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -455544.687500 Penalty: 4115.828613
	Iteration 7Q: 3 clusters Score -455544.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -455675.781250 Penalty: 4115.828613
	Iteration 8Q: 3 clusters Score -455675.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -455801.812500 Penalty: 4115.828613
	Iteration 9Q: 3 clusters Score -455801.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -455917.875000 Penalty: 4115.828613
	Iteration 10Q: 3 clusters Score -455917.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -456010.406250 Penalty: 4115.828613
	Iteration 11Q: 3 clusters Score -456010.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -456071.906250 Penalty: 4115.828613
	Iteration 12Q: 3 clusters Score -456071.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -456113.000000 Penalty: 4115.828613
	Iteration 13Q: 3 clusters Score -456113 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -456137.968750 Penalty: 4115.828613
	Iteration 14Q: 3 clusters Score -456138 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -456154.343750 Penalty: 4115.828613
	Iteration 15Q: 3 clusters Score -456154.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -456164.000000 Penalty: 4115.828613
	Iteration 16Q: 3 clusters Score -456164 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -456174.250000 Penalty: 4115.828613
	Iteration 17Q: 3 clusters Score -456174.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -456182.843750 Penalty: 4115.828613
	Iteration 18Q: 3 clusters Score -456182.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -456189.468750 Penalty: 4115.828613
	Iteration 19Q: 3 clusters Score -456189.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -456195.000000 Penalty: 4115.828613
	Iteration 20F: 3 clusters Score -456195 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -456200.531250 Penalty: 4115.828613
	Iteration 21Q: 3 clusters Score -456200.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -456207.437500 Penalty: 4115.828613
	Iteration 22Q: 3 clusters Score -456207.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -456208.156250 Penalty: 4115.828613
	Iteration 23Q: 3 clusters Score -456208.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -456208.562500 Penalty: 4115.828613
	Iteration 24Q: 3 clusters Score -456208.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -456209.843750 Penalty: 4115.828613
	Iteration 25Q: 3 clusters Score -456209.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -456210.656250 Penalty: 4115.828613
	Iteration 26Q: 3 clusters Score -456210.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -456210.656250 Penalty: 4115.828613
	Iteration 27F: 3 clusters Score -456210.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (217941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217941 members 
Entering Unmasked Estep 
Score: -26303290.000000 Penalty: 3048.410889
	Iteration 0F: 2 clusters Score -2.630329e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108726 members 
Mstep: Class 2 contains 109215 members 
Entering Unmasked Estep 
Score: -26171414.000000 Penalty: 6096.821777
	Iteration 0F: 3 clusters Score -2.617141e+07 nChanged 105082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105156 members 
Mstep: Class 2 contains 112785 members 
Entering Unmasked Estep 
Score: -26233334.000000 Penalty: 6096.821777
	Iteration 1F: 3 clusters Score -2.623333e+07 nChanged 6441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103555 members 
Mstep: Class 2 contains 114386 members 
Entering Unmasked Estep 
Score: -26235196.000000 Penalty: 6096.821777
	Iteration 2Q: 3 clusters Score -2.62352e+07 nChanged 7604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101295 members 
Mstep: Class 2 contains 116646 members 
Entering Unmasked Estep 
Score: -26238358.000000 Penalty: 6096.821777
	Iteration 3Q: 3 clusters Score -2.623836e+07 nChanged 9098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98343 members 
Mstep: Class 2 contains 119598 members 
Entering Unmasked Estep 
Score: -26242516.000000 Penalty: 6096.821777
	Iteration 4Q: 3 clusters Score -2.624252e+07 nChanged 10574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94553 members 
Mstep: Class 2 contains 123388 members 
Entering Unmasked Estep 
Score: -26247884.000000 Penalty: 6096.821777
	Iteration 5Q: 3 clusters Score -2.624788e+07 nChanged 11559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90168 members 
Mstep: Class 2 contains 127773 members 
Entering Unmasked Estep 
Score: -26254298.000000 Penalty: 6096.821777
	Iteration 6F: 3 clusters Score -2.62543e+07 nChanged 11614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85042 members 
Mstep: Class 2 contains 132899 members 
Entering Unmasked Estep 
Score: -26260084.000000 Penalty: 6096.821777
	Iteration 7F: 3 clusters Score -2.626008e+07 nChanged 10924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79188 members 
Mstep: Class 2 contains 138753 members 
Entering Unmasked Estep 
Score: -26265186.000000 Penalty: 6096.821777
	Iteration 8F: 3 clusters Score -2.626519e+07 nChanged 9962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72932 members 
Mstep: Class 2 contains 145009 members 
Entering Unmasked Estep 
Score: -26269906.000000 Penalty: 6096.821777
	Iteration 9Q: 3 clusters Score -2.626991e+07 nChanged 9168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66472 members 
Mstep: Class 2 contains 151469 members 
Entering Unmasked Estep 
Score: -26273808.000000 Penalty: 6096.821777
	Iteration 10Q: 3 clusters Score -2.627381e+07 nChanged 8088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60442 members 
Mstep: Class 2 contains 157499 members 
Entering Unmasked Estep 
Score: -26277004.000000 Penalty: 6096.821777
	Iteration 11Q: 3 clusters Score -2.6277e+07 nChanged 7215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54691 members 
Mstep: Class 2 contains 163250 members 
Entering Unmasked Estep 
Score: -26279394.000000 Penalty: 6096.821777
	Iteration 12Q: 3 clusters Score -2.627939e+07 nChanged 6494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49353 members 
Mstep: Class 2 contains 168588 members 
Entering Unmasked Estep 
Score: -26281432.000000 Penalty: 6096.821777
	Iteration 13Q: 3 clusters Score -2.628143e+07 nChanged 5706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44585 members 
Mstep: Class 2 contains 173356 members 
Entering Unmasked Estep 
Score: -26283168.000000 Penalty: 6096.821777
	Iteration 14Q: 3 clusters Score -2.628317e+07 nChanged 4983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40394 members 
Mstep: Class 2 contains 177547 members 
Entering Unmasked Estep 
Score: -26284454.000000 Penalty: 6096.821777
	Iteration 15Q: 3 clusters Score -2.628445e+07 nChanged 4344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36726 members 
Mstep: Class 2 contains 181215 members 
Entering Unmasked Estep 
Score: -26285458.000000 Penalty: 6096.821777
	Iteration 16Q: 3 clusters Score -2.628546e+07 nChanged 3809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33459 members 
Mstep: Class 2 contains 184482 members 
Entering Unmasked Estep 
Score: -26286196.000000 Penalty: 6096.821777
	Iteration 17Q: 3 clusters Score -2.62862e+07 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30564 members 
Mstep: Class 2 contains 187377 members 
Entering Unmasked Estep 
Score: -26286750.000000 Penalty: 6096.821777
	Iteration 18Q: 3 clusters Score -2.628675e+07 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27840 members 
Mstep: Class 2 contains 190101 members 
Entering Unmasked Estep 
Score: -26287120.000000 Penalty: 6096.821777
	Iteration 19Q: 3 clusters Score -2.628712e+07 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25346 members 
Mstep: Class 2 contains 192595 members 
Entering Unmasked Estep 
Score: -26287678.000000 Penalty: 6096.821777
	Iteration 20F: 3 clusters Score -2.628768e+07 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23043 members 
Mstep: Class 2 contains 194898 members 
Entering Unmasked Estep 
Score: -26288208.000000 Penalty: 6096.821777
	Iteration 21Q: 3 clusters Score -2.628821e+07 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20945 members 
Mstep: Class 2 contains 196996 members 
Entering Unmasked Estep 
Score: -26288960.000000 Penalty: 6096.821777
	Iteration 22Q: 3 clusters Score -2.628896e+07 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18909 members 
Mstep: Class 2 contains 199032 members 
Entering Unmasked Estep 
Score: -26289816.000000 Penalty: 6096.821777
	Iteration 23Q: 3 clusters Score -2.628982e+07 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16999 members 
Mstep: Class 2 contains 200942 members 
Entering Unmasked Estep 
Score: -26290510.000000 Penalty: 6096.821777
	Iteration 24Q: 3 clusters Score -2.629051e+07 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15133 members 
Mstep: Class 2 contains 202808 members 
Entering Unmasked Estep 
Score: -26291066.000000 Penalty: 6096.821777
	Iteration 25Q: 3 clusters Score -2.629107e+07 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13339 members 
Mstep: Class 2 contains 204602 members 
Entering Unmasked Estep 
Score: -26291996.000000 Penalty: 6096.821777
	Iteration 26Q: 3 clusters Score -2.6292e+07 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11674 members 
Mstep: Class 2 contains 206267 members 
Entering Unmasked Estep 
Score: -26292800.000000 Penalty: 6096.821777
	Iteration 27Q: 3 clusters Score -2.62928e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 207808 members 
Entering Unmasked Estep 
Score: -26293748.000000 Penalty: 6096.821777
	Iteration 28Q: 3 clusters Score -2.629375e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 209219 members 
Entering Unmasked Estep 
Score: -26294670.000000 Penalty: 6096.821777
	Iteration 29Q: 3 clusters Score -2.629467e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 210526 members 
Entering Unmasked Estep 
Score: -26295550.000000 Penalty: 6096.821777
	Iteration 30Q: 3 clusters Score -2.629555e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 211731 members 
Entering Unmasked Estep 
Score: -26296458.000000 Penalty: 6096.821777
	Iteration 31Q: 3 clusters Score -2.629646e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 212756 members 
Entering Unmasked Estep 
Score: -26297134.000000 Penalty: 6096.821777
	Iteration 32Q: 3 clusters Score -2.629713e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 213600 members 
Entering Unmasked Estep 
Score: -26297698.000000 Penalty: 6096.821777
	Iteration 33Q: 3 clusters Score -2.62977e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 214339 members 
Entering Unmasked Estep 
Score: -26298230.000000 Penalty: 6096.821777
	Iteration 34Q: 3 clusters Score -2.629823e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 214965 members 
Entering Unmasked Estep 
Score: -26298792.000000 Penalty: 6096.821777
	Iteration 35Q: 3 clusters Score -2.629879e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 215487 members 
Entering Unmasked Estep 
Score: -26299174.000000 Penalty: 6096.821777
	Iteration 36Q: 3 clusters Score -2.629917e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 215911 members 
Entering Unmasked Estep 
Score: -26299512.000000 Penalty: 6096.821777
	Iteration 37Q: 3 clusters Score -2.629951e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 216198 members 
Entering Unmasked Estep 
Score: -26299778.000000 Penalty: 6096.821777
	Iteration 38Q: 3 clusters Score -2.629978e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 216428 members 
Entering Unmasked Estep 
Score: -26299908.000000 Penalty: 6096.821777
	Iteration 39Q: 3 clusters Score -2.629991e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 216613 members 
Entering Unmasked Estep 
Score: -26300002.000000 Penalty: 6096.821777
	Iteration 40F: 3 clusters Score -2.63e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 216745 members 
Entering Unmasked Estep 
Score: -26300094.000000 Penalty: 6096.821777
	Iteration 41Q: 3 clusters Score -2.630009e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 216839 members 
Entering Unmasked Estep 
Score: -26300166.000000 Penalty: 6096.821777
	Iteration 42Q: 3 clusters Score -2.630017e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 216920 members 
Entering Unmasked Estep 
Score: -26300238.000000 Penalty: 6096.821777
	Iteration 43Q: 3 clusters Score -2.630024e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 216981 members 
Entering Unmasked Estep 
Score: -26300274.000000 Penalty: 6096.821777
	Iteration 44Q: 3 clusters Score -2.630027e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 217030 members 
Entering Unmasked Estep 
Score: -26300320.000000 Penalty: 6096.821777
	Iteration 45Q: 3 clusters Score -2.630032e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 217061 members 
Entering Unmasked Estep 
Score: -26300346.000000 Penalty: 6096.821777
	Iteration 46Q: 3 clusters Score -2.630035e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 217100 members 
Entering Unmasked Estep 
Score: -26300360.000000 Penalty: 6096.821777
	Iteration 47Q: 3 clusters Score -2.630036e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 217122 members 
Entering Unmasked Estep 
Score: -26300390.000000 Penalty: 6096.821777
	Iteration 48Q: 3 clusters Score -2.630039e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 217144 members 
Entering Unmasked Estep 
Score: -26300420.000000 Penalty: 6096.821777
	Iteration 49Q: 3 clusters Score -2.630042e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 217158 members 
Entering Unmasked Estep 
Score: -26300446.000000 Penalty: 6096.821777
	Iteration 50Q: 3 clusters Score -2.630045e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 217172 members 
Entering Unmasked Estep 
Score: -26300466.000000 Penalty: 6096.821777
	Iteration 51Q: 3 clusters Score -2.630047e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 217178 members 
Entering Unmasked Estep 
Score: -26300468.000000 Penalty: 6096.821777
	Iteration 52Q: 3 clusters Score -2.630047e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 217183 members 
Entering Unmasked Estep 
Score: -26300462.000000 Penalty: 6096.821777
	Iteration 53Q: 3 clusters Score -2.630046e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 217195 members 
Entering Unmasked Estep 
Score: -26300464.000000 Penalty: 6096.821777
	Iteration 54Q: 3 clusters Score -2.630046e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 217205 members 
Entering Unmasked Estep 
Score: -26300476.000000 Penalty: 6096.821777
	Iteration 55Q: 3 clusters Score -2.630048e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 217218 members 
Entering Unmasked Estep 
Score: -26300514.000000 Penalty: 6096.821777
	Iteration 56Q: 3 clusters Score -2.630051e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 217225 members 
Entering Unmasked Estep 
Score: -26300516.000000 Penalty: 6096.821777
	Iteration 57Q: 3 clusters Score -2.630052e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 217237 members 
Entering Unmasked Estep 
Score: -26300528.000000 Penalty: 6096.821777
	Iteration 58Q: 3 clusters Score -2.630053e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 217247 members 
Entering Unmasked Estep 
Score: -26300550.000000 Penalty: 6096.821777
	Iteration 59Q: 3 clusters Score -2.630055e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 217253 members 
Entering Unmasked Estep 
Score: -26300566.000000 Penalty: 6096.821777
	Iteration 60F: 3 clusters Score -2.630057e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 217258 members 
Entering Unmasked Estep 
Score: -26300576.000000 Penalty: 6096.821777
	Iteration 61Q: 3 clusters Score -2.630058e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 217261 members 
Entering Unmasked Estep 
Score: -26300570.000000 Penalty: 6096.821777
	Iteration 62Q: 3 clusters Score -2.630057e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 217263 members 
Entering Unmasked Estep 
Score: -26300560.000000 Penalty: 6096.821777
	Iteration 63Q: 3 clusters Score -2.630056e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 217266 members 
Entering Unmasked Estep 
Score: -26300586.000000 Penalty: 6096.821777
	Iteration 64Q: 3 clusters Score -2.630059e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 217268 members 
Entering Unmasked Estep 
Score: -26300584.000000 Penalty: 6096.821777
	Iteration 65Q: 3 clusters Score -2.630058e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 217269 members 
Entering Unmasked Estep 
Score: -26300562.000000 Penalty: 6096.821777
	Iteration 66Q: 3 clusters Score -2.630056e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 217272 members 
Entering Unmasked Estep 
Score: -26300562.000000 Penalty: 6096.821777
	Iteration 67Q: 3 clusters Score -2.630056e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 217276 members 
Entering Unmasked Estep 
Score: -26300572.000000 Penalty: 6096.821777
	Iteration 68Q: 3 clusters Score -2.630057e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 217278 members 
Entering Unmasked Estep 
Score: -26300568.000000 Penalty: 6096.821777
	Iteration 69Q: 3 clusters Score -2.630057e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 217281 members 
Entering Unmasked Estep 
Score: -26300568.000000 Penalty: 6096.821777
	Iteration 70Q: 3 clusters Score -2.630057e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 217282 members 
Entering Unmasked Estep 
Score: -26300568.000000 Penalty: 6096.821777
	Iteration 71Q: 3 clusters Score -2.630057e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 217282 members 
Entering Unmasked Estep 
Score: -26300568.000000 Penalty: 6096.821777
	Iteration 72F: 3 clusters Score -2.630057e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (8390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Entering Unmasked Estep 
Score: -879895.125000 Penalty: 2240.629395
	Iteration 0F: 2 clusters Score -879895.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -873266.125000 Penalty: 4481.258789
	Iteration 0F: 3 clusters Score -873266.1 nChanged 3418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -875180.187500 Penalty: 4481.258789
	Iteration 1F: 3 clusters Score -875180.2 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -875518.812500 Penalty: 4481.258789
	Iteration 2F: 3 clusters Score -875518.8 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -875753.062500 Penalty: 4481.258789
	Iteration 3F: 3 clusters Score -875753.1 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -875938.812500 Penalty: 4481.258789
	Iteration 4Q: 3 clusters Score -875938.8 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -876078.500000 Penalty: 4481.258789
	Iteration 5Q: 3 clusters Score -876078.5 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -876182.937500 Penalty: 4481.258789
	Iteration 6Q: 3 clusters Score -876182.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -876259.625000 Penalty: 4481.258789
	Iteration 7Q: 3 clusters Score -876259.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -876324.375000 Penalty: 4481.258789
	Iteration 8Q: 3 clusters Score -876324.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -876376.250000 Penalty: 4481.258789
	Iteration 9Q: 3 clusters Score -876376.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -876429.625000 Penalty: 4481.258789
	Iteration 10Q: 3 clusters Score -876429.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -876469.062500 Penalty: 4481.258789
	Iteration 11Q: 3 clusters Score -876469.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -876510.625000 Penalty: 4481.258789
	Iteration 12Q: 3 clusters Score -876510.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -876546.875000 Penalty: 4481.258789
	Iteration 13Q: 3 clusters Score -876546.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -876582.375000 Penalty: 4481.258789
	Iteration 14Q: 3 clusters Score -876582.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -876616.187500 Penalty: 4481.258789
	Iteration 15Q: 3 clusters Score -876616.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -876647.062500 Penalty: 4481.258789
	Iteration 16Q: 3 clusters Score -876647.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -876680.812500 Penalty: 4481.258789
	Iteration 17Q: 3 clusters Score -876680.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -876715.875000 Penalty: 4481.258789
	Iteration 18Q: 3 clusters Score -876715.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -876755.500000 Penalty: 4481.258789
	Iteration 19Q: 3 clusters Score -876755.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -876801.812500 Penalty: 4481.258789
	Iteration 20F: 3 clusters Score -876801.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -876844.062500 Penalty: 4481.258789
	Iteration 21Q: 3 clusters Score -876844.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -876886.250000 Penalty: 4481.258789
	Iteration 22Q: 3 clusters Score -876886.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -876918.187500 Penalty: 4481.258789
	Iteration 23Q: 3 clusters Score -876918.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -876955.437500 Penalty: 4481.258789
	Iteration 24Q: 3 clusters Score -876955.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -876998.937500 Penalty: 4481.258789
	Iteration 25Q: 3 clusters Score -876998.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -877036.625000 Penalty: 4481.258789
	Iteration 26Q: 3 clusters Score -877036.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -877063.250000 Penalty: 4481.258789
	Iteration 27Q: 3 clusters Score -877063.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -877082.187500 Penalty: 4481.258789
	Iteration 28Q: 3 clusters Score -877082.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -877095.125000 Penalty: 4481.258789
	Iteration 29Q: 3 clusters Score -877095.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -877111.812500 Penalty: 4481.258789
	Iteration 30Q: 3 clusters Score -877111.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -877125.125000 Penalty: 4481.258789
	Iteration 31Q: 3 clusters Score -877125.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -877137.437500 Penalty: 4481.258789
	Iteration 32Q: 3 clusters Score -877137.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -877147.250000 Penalty: 4481.258789
	Iteration 33Q: 3 clusters Score -877147.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -877158.062500 Penalty: 4481.258789
	Iteration 34Q: 3 clusters Score -877158.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -877162.500000 Penalty: 4481.258789
	Iteration 35Q: 3 clusters Score -877162.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -877178.312500 Penalty: 4481.258789
	Iteration 36Q: 3 clusters Score -877178.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -877189.937500 Penalty: 4481.258789
	Iteration 37Q: 3 clusters Score -877189.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -877207.062500 Penalty: 4481.258789
	Iteration 38Q: 3 clusters Score -877207.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -877225.437500 Penalty: 4481.258789
	Iteration 39Q: 3 clusters Score -877225.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -877241.750000 Penalty: 4481.258789
	Iteration 40F: 3 clusters Score -877241.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -877266.312500 Penalty: 4481.258789
	Iteration 41Q: 3 clusters Score -877266.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -877282.500000 Penalty: 4481.258789
	Iteration 42Q: 3 clusters Score -877282.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -877300.062500 Penalty: 4481.258789
	Iteration 43Q: 3 clusters Score -877300.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -877318.437500 Penalty: 4481.258789
	Iteration 44Q: 3 clusters Score -877318.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -877340.875000 Penalty: 4481.258789
	Iteration 45Q: 3 clusters Score -877340.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -877374.187500 Penalty: 4481.258789
	Iteration 46Q: 3 clusters Score -877374.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -877415.937500 Penalty: 4481.258789
	Iteration 47Q: 3 clusters Score -877415.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -877452.437500 Penalty: 4481.258789
	Iteration 48Q: 3 clusters Score -877452.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -877483.500000 Penalty: 4481.258789
	Iteration 49Q: 3 clusters Score -877483.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -877506.000000 Penalty: 4481.258789
	Iteration 50Q: 3 clusters Score -877506 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -877530.687500 Penalty: 4481.258789
	Iteration 51Q: 3 clusters Score -877530.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -877559.750000 Penalty: 4481.258789
	Iteration 52Q: 3 clusters Score -877559.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -877581.937500 Penalty: 4481.258789
	Iteration 53Q: 3 clusters Score -877581.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -877598.562500 Penalty: 4481.258789
	Iteration 54Q: 3 clusters Score -877598.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -877614.937500 Penalty: 4481.258789
	Iteration 55Q: 3 clusters Score -877614.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -877636.375000 Penalty: 4481.258789
	Iteration 56Q: 3 clusters Score -877636.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -877660.375000 Penalty: 4481.258789
	Iteration 57Q: 3 clusters Score -877660.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -877685.125000 Penalty: 4481.258789
	Iteration 58Q: 3 clusters Score -877685.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -877706.875000 Penalty: 4481.258789
	Iteration 59Q: 3 clusters Score -877706.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -877725.937500 Penalty: 4481.258789
	Iteration 60F: 3 clusters Score -877725.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -877748.062500 Penalty: 4481.258789
	Iteration 61Q: 3 clusters Score -877748.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -877770.437500 Penalty: 4481.258789
	Iteration 62Q: 3 clusters Score -877770.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -877798.437500 Penalty: 4481.258789
	Iteration 63Q: 3 clusters Score -877798.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -877826.875000 Penalty: 4481.258789
	Iteration 64Q: 3 clusters Score -877826.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -877853.125000 Penalty: 4481.258789
	Iteration 65Q: 3 clusters Score -877853.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -877877.250000 Penalty: 4481.258789
	Iteration 66Q: 3 clusters Score -877877.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -877895.000000 Penalty: 4481.258789
	Iteration 67Q: 3 clusters Score -877895 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -877910.812500 Penalty: 4481.258789
	Iteration 68Q: 3 clusters Score -877910.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -877927.687500 Penalty: 4481.258789
	Iteration 69Q: 3 clusters Score -877927.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -877951.437500 Penalty: 4481.258789
	Iteration 70Q: 3 clusters Score -877951.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -877977.812500 Penalty: 4481.258789
	Iteration 71Q: 3 clusters Score -877977.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -877999.437500 Penalty: 4481.258789
	Iteration 72Q: 3 clusters Score -877999.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -878019.375000 Penalty: 4481.258789
	Iteration 73Q: 3 clusters Score -878019.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -878037.812500 Penalty: 4481.258789
	Iteration 74Q: 3 clusters Score -878037.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -878053.562500 Penalty: 4481.258789
	Iteration 75Q: 3 clusters Score -878053.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -878070.000000 Penalty: 4481.258789
	Iteration 76Q: 3 clusters Score -878070 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -878081.437500 Penalty: 4481.258789
	Iteration 77Q: 3 clusters Score -878081.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -878096.000000 Penalty: 4481.258789
	Iteration 78Q: 3 clusters Score -878096 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -878115.437500 Penalty: 4481.258789
	Iteration 79Q: 3 clusters Score -878115.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -878122.250000 Penalty: 4481.258789
	Iteration 80F: 3 clusters Score -878122.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -878130.562500 Penalty: 4481.258789
	Iteration 81Q: 3 clusters Score -878130.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -878139.625000 Penalty: 4481.258789
	Iteration 82Q: 3 clusters Score -878139.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -878145.312500 Penalty: 4481.258789
	Iteration 83Q: 3 clusters Score -878145.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -878159.000000 Penalty: 4481.258789
	Iteration 84Q: 3 clusters Score -878159 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -878171.750000 Penalty: 4481.258789
	Iteration 85Q: 3 clusters Score -878171.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -878185.750000 Penalty: 4481.258789
	Iteration 86Q: 3 clusters Score -878185.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -878202.125000 Penalty: 4481.258789
	Iteration 87Q: 3 clusters Score -878202.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -878213.625000 Penalty: 4481.258789
	Iteration 88Q: 3 clusters Score -878213.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -878222.000000 Penalty: 4481.258789
	Iteration 89Q: 3 clusters Score -878222 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -878234.125000 Penalty: 4481.258789
	Iteration 90Q: 3 clusters Score -878234.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -878239.125000 Penalty: 4481.258789
	Iteration 91Q: 3 clusters Score -878239.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -878245.125000 Penalty: 4481.258789
	Iteration 92Q: 3 clusters Score -878245.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -878250.375000 Penalty: 4481.258789
	Iteration 93Q: 3 clusters Score -878250.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -878260.187500 Penalty: 4481.258789
	Iteration 94Q: 3 clusters Score -878260.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -878267.437500 Penalty: 4481.258789
	Iteration 95Q: 3 clusters Score -878267.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -878268.750000 Penalty: 4481.258789
	Iteration 96Q: 3 clusters Score -878268.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -878274.437500 Penalty: 4481.258789
	Iteration 97Q: 3 clusters Score -878274.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -878276.937500 Penalty: 4481.258789
	Iteration 98Q: 3 clusters Score -878276.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -878279.875000 Penalty: 4481.258789
	Iteration 99Q: 3 clusters Score -878279.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -878283.312500 Penalty: 4481.258789
	Iteration 100F: 3 clusters Score -878283.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -878287.125000 Penalty: 4481.258789
	Iteration 101Q: 3 clusters Score -878287.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -878290.687500 Penalty: 4481.258789
	Iteration 102Q: 3 clusters Score -878290.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -878294.875000 Penalty: 4481.258789
	Iteration 103Q: 3 clusters Score -878294.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -878298.312500 Penalty: 4481.258789
	Iteration 104Q: 3 clusters Score -878298.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -878301.000000 Penalty: 4481.258789
	Iteration 105Q: 3 clusters Score -878301 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -878300.625000 Penalty: 4481.258789
	Iteration 106Q: 3 clusters Score -878300.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -878301.562500 Penalty: 4481.258789
	Iteration 107Q: 3 clusters Score -878301.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -878301.562500 Penalty: 4481.258789
	Iteration 108F: 3 clusters Score -878301.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (70993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70993 members 
Entering Unmasked Estep 
Score: -7724268.000000 Penalty: 2770.243408
	Iteration 0F: 2 clusters Score -7724268 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35483 members 
Mstep: Class 2 contains 35510 members 
Entering Unmasked Estep 
Score: -7676696.000000 Penalty: 5540.486816
	Iteration 0F: 3 clusters Score -7676696 nChanged 33269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35160 members 
Mstep: Class 2 contains 35833 members 
Entering Unmasked Estep 
Score: -7695772.000000 Penalty: 5540.486816
	Iteration 1F: 3 clusters Score -7695772 nChanged 3292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34856 members 
Mstep: Class 2 contains 36137 members 
Entering Unmasked Estep 
Score: -7697153.500000 Penalty: 5540.486816
	Iteration 2Q: 3 clusters Score -7697154 nChanged 3488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34396 members 
Mstep: Class 2 contains 36597 members 
Entering Unmasked Estep 
Score: -7698522.000000 Penalty: 5540.486816
	Iteration 3Q: 3 clusters Score -7698522 nChanged 3697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33813 members 
Mstep: Class 2 contains 37180 members 
Entering Unmasked Estep 
Score: -7700173.500000 Penalty: 5540.486816
	Iteration 4F: 3 clusters Score -7700174 nChanged 3832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33195 members 
Mstep: Class 2 contains 37798 members 
Entering Unmasked Estep 
Score: -7702006.500000 Penalty: 5540.486816
	Iteration 5F: 3 clusters Score -7702006 nChanged 3912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32579 members 
Mstep: Class 2 contains 38414 members 
Entering Unmasked Estep 
Score: -7704114.000000 Penalty: 5540.486816
	Iteration 6F: 3 clusters Score -7704114 nChanged 4018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31989 members 
Mstep: Class 2 contains 39004 members 
Entering Unmasked Estep 
Score: -7706498.500000 Penalty: 5540.486816
	Iteration 7F: 3 clusters Score -7706498 nChanged 3952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31559 members 
Mstep: Class 2 contains 39434 members 
Entering Unmasked Estep 
Score: -7708879.500000 Penalty: 5540.486816
	Iteration 8F: 3 clusters Score -7708880 nChanged 3573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31190 members 
Mstep: Class 2 contains 39803 members 
Entering Unmasked Estep 
Score: -7710873.500000 Penalty: 5540.486816
	Iteration 9F: 3 clusters Score -7710874 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30947 members 
Mstep: Class 2 contains 40046 members 
Entering Unmasked Estep 
Score: -7712489.000000 Penalty: 5540.486816
	Iteration 10Q: 3 clusters Score -7712489 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30750 members 
Mstep: Class 2 contains 40243 members 
Entering Unmasked Estep 
Score: -7713525.500000 Penalty: 5540.486816
	Iteration 11Q: 3 clusters Score -7713526 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30589 members 
Mstep: Class 2 contains 40404 members 
Entering Unmasked Estep 
Score: -7714209.500000 Penalty: 5540.486816
	Iteration 12Q: 3 clusters Score -7714210 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30435 members 
Mstep: Class 2 contains 40558 members 
Entering Unmasked Estep 
Score: -7714533.000000 Penalty: 5540.486816
	Iteration 13Q: 3 clusters Score -7714533 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30288 members 
Mstep: Class 2 contains 40705 members 
Entering Unmasked Estep 
Score: -7714715.000000 Penalty: 5540.486816
	Iteration 14Q: 3 clusters Score -7714715 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30077 members 
Mstep: Class 2 contains 40916 members 
Entering Unmasked Estep 
Score: -7714820.000000 Penalty: 5540.486816
	Iteration 15Q: 3 clusters Score -7714820 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29834 members 
Mstep: Class 2 contains 41159 members 
Entering Unmasked Estep 
Score: -7714908.500000 Penalty: 5540.486816
	Iteration 16Q: 3 clusters Score -7714908 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29569 members 
Mstep: Class 2 contains 41424 members 
Entering Unmasked Estep 
Score: -7715001.000000 Penalty: 5540.486816
	Iteration 17Q: 3 clusters Score -7715001 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29277 members 
Mstep: Class 2 contains 41716 members 
Entering Unmasked Estep 
Score: -7715094.000000 Penalty: 5540.486816
	Iteration 18Q: 3 clusters Score -7715094 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28975 members 
Mstep: Class 2 contains 42018 members 
Entering Unmasked Estep 
Score: -7715113.000000 Penalty: 5540.486816
	Iteration 19Q: 3 clusters Score -7715113 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28694 members 
Mstep: Class 2 contains 42299 members 
Entering Unmasked Estep 
Score: -7715142.500000 Penalty: 5540.486816
	Iteration 20F: 3 clusters Score -7715142 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28396 members 
Mstep: Class 2 contains 42597 members 
Entering Unmasked Estep 
Score: -7715202.500000 Penalty: 5540.486816
	Iteration 21Q: 3 clusters Score -7715202 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28104 members 
Mstep: Class 2 contains 42889 members 
Entering Unmasked Estep 
Score: -7715259.000000 Penalty: 5540.486816
	Iteration 22Q: 3 clusters Score -7715259 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27817 members 
Mstep: Class 2 contains 43176 members 
Entering Unmasked Estep 
Score: -7715296.500000 Penalty: 5540.486816
	Iteration 23Q: 3 clusters Score -7715296 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27541 members 
Mstep: Class 2 contains 43452 members 
Entering Unmasked Estep 
Score: -7715352.500000 Penalty: 5540.486816
	Iteration 24Q: 3 clusters Score -7715352 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27232 members 
Mstep: Class 2 contains 43761 members 
Entering Unmasked Estep 
Score: -7715394.500000 Penalty: 5540.486816
	Iteration 25Q: 3 clusters Score -7715394 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26913 members 
Mstep: Class 2 contains 44080 members 
Entering Unmasked Estep 
Score: -7715474.000000 Penalty: 5540.486816
	Iteration 26Q: 3 clusters Score -7715474 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26590 members 
Mstep: Class 2 contains 44403 members 
Entering Unmasked Estep 
Score: -7715523.000000 Penalty: 5540.486816
	Iteration 27Q: 3 clusters Score -7715523 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26273 members 
Mstep: Class 2 contains 44720 members 
Entering Unmasked Estep 
Score: -7715564.500000 Penalty: 5540.486816
	Iteration 28Q: 3 clusters Score -7715564 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25972 members 
Mstep: Class 2 contains 45021 members 
Entering Unmasked Estep 
Score: -7715625.000000 Penalty: 5540.486816
	Iteration 29Q: 3 clusters Score -7715625 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25688 members 
Mstep: Class 2 contains 45305 members 
Entering Unmasked Estep 
Score: -7715671.500000 Penalty: 5540.486816
	Iteration 30Q: 3 clusters Score -7715672 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25398 members 
Mstep: Class 2 contains 45595 members 
Entering Unmasked Estep 
Score: -7715701.500000 Penalty: 5540.486816
	Iteration 31Q: 3 clusters Score -7715702 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25085 members 
Mstep: Class 2 contains 45908 members 
Entering Unmasked Estep 
Score: -7715786.500000 Penalty: 5540.486816
	Iteration 32Q: 3 clusters Score -7715786 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24762 members 
Mstep: Class 2 contains 46231 members 
Entering Unmasked Estep 
Score: -7715804.000000 Penalty: 5540.486816
	Iteration 33Q: 3 clusters Score -7715804 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24420 members 
Mstep: Class 2 contains 46573 members 
Entering Unmasked Estep 
Score: -7715830.000000 Penalty: 5540.486816
	Iteration 34Q: 3 clusters Score -7715830 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24060 members 
Mstep: Class 2 contains 46933 members 
Entering Unmasked Estep 
Score: -7715883.500000 Penalty: 5540.486816
	Iteration 35Q: 3 clusters Score -7715884 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23713 members 
Mstep: Class 2 contains 47280 members 
Entering Unmasked Estep 
Score: -7715957.000000 Penalty: 5540.486816
	Iteration 36Q: 3 clusters Score -7715957 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23366 members 
Mstep: Class 2 contains 47627 members 
Entering Unmasked Estep 
Score: -7715953.000000 Penalty: 5540.486816
	Iteration 37Q: 3 clusters Score -7715953 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23026 members 
Mstep: Class 2 contains 47967 members 
Entering Unmasked Estep 
Score: -7716012.500000 Penalty: 5540.486816
	Iteration 38Q: 3 clusters Score -7716012 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22675 members 
Mstep: Class 2 contains 48318 members 
Entering Unmasked Estep 
Score: -7716041.000000 Penalty: 5540.486816
	Iteration 39Q: 3 clusters Score -7716041 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22294 members 
Mstep: Class 2 contains 48699 members 
Entering Unmasked Estep 
Score: -7716117.500000 Penalty: 5540.486816
	Iteration 40F: 3 clusters Score -7716118 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21900 members 
Mstep: Class 2 contains 49093 members 
Entering Unmasked Estep 
Score: -7716152.500000 Penalty: 5540.486816
	Iteration 41Q: 3 clusters Score -7716152 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21496 members 
Mstep: Class 2 contains 49497 members 
Entering Unmasked Estep 
Score: -7716221.500000 Penalty: 5540.486816
	Iteration 42Q: 3 clusters Score -7716222 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21097 members 
Mstep: Class 2 contains 49896 members 
Entering Unmasked Estep 
Score: -7716298.500000 Penalty: 5540.486816
	Iteration 43Q: 3 clusters Score -7716298 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20702 members 
Mstep: Class 2 contains 50291 members 
Entering Unmasked Estep 
Score: -7716333.000000 Penalty: 5540.486816
	Iteration 44Q: 3 clusters Score -7716333 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20315 members 
Mstep: Class 2 contains 50678 members 
Entering Unmasked Estep 
Score: -7716380.000000 Penalty: 5540.486816
	Iteration 45Q: 3 clusters Score -7716380 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19895 members 
Mstep: Class 2 contains 51098 members 
Entering Unmasked Estep 
Score: -7716457.500000 Penalty: 5540.486816
	Iteration 46Q: 3 clusters Score -7716458 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19413 members 
Mstep: Class 2 contains 51580 members 
Entering Unmasked Estep 
Score: -7716498.000000 Penalty: 5540.486816
	Iteration 47Q: 3 clusters Score -7716498 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18890 members 
Mstep: Class 2 contains 52103 members 
Entering Unmasked Estep 
Score: -7716603.500000 Penalty: 5540.486816
	Iteration 48Q: 3 clusters Score -7716604 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18341 members 
Mstep: Class 2 contains 52652 members 
Entering Unmasked Estep 
Score: -7716737.500000 Penalty: 5540.486816
	Iteration 49Q: 3 clusters Score -7716738 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17768 members 
Mstep: Class 2 contains 53225 members 
Entering Unmasked Estep 
Score: -7716812.000000 Penalty: 5540.486816
	Iteration 50Q: 3 clusters Score -7716812 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17217 members 
Mstep: Class 2 contains 53776 members 
Entering Unmasked Estep 
Score: -7716899.000000 Penalty: 5540.486816
	Iteration 51Q: 3 clusters Score -7716899 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16668 members 
Mstep: Class 2 contains 54325 members 
Entering Unmasked Estep 
Score: -7717003.000000 Penalty: 5540.486816
	Iteration 52Q: 3 clusters Score -7717003 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16133 members 
Mstep: Class 2 contains 54860 members 
Entering Unmasked Estep 
Score: -7717108.000000 Penalty: 5540.486816
	Iteration 53Q: 3 clusters Score -7717108 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15593 members 
Mstep: Class 2 contains 55400 members 
Entering Unmasked Estep 
Score: -7717204.500000 Penalty: 5540.486816
	Iteration 54Q: 3 clusters Score -7717204 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15045 members 
Mstep: Class 2 contains 55948 members 
Entering Unmasked Estep 
Score: -7717388.500000 Penalty: 5540.486816
	Iteration 55Q: 3 clusters Score -7717388 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14480 members 
Mstep: Class 2 contains 56513 members 
Entering Unmasked Estep 
Score: -7717531.000000 Penalty: 5540.486816
	Iteration 56Q: 3 clusters Score -7717531 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13928 members 
Mstep: Class 2 contains 57065 members 
Entering Unmasked Estep 
Score: -7717651.500000 Penalty: 5540.486816
	Iteration 57Q: 3 clusters Score -7717652 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13365 members 
Mstep: Class 2 contains 57628 members 
Entering Unmasked Estep 
Score: -7717801.500000 Penalty: 5540.486816
	Iteration 58Q: 3 clusters Score -7717802 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12802 members 
Mstep: Class 2 contains 58191 members 
Entering Unmasked Estep 
Score: -7717919.500000 Penalty: 5540.486816
	Iteration 59Q: 3 clusters Score -7717920 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 58758 members 
Entering Unmasked Estep 
Score: -7718039.000000 Penalty: 5540.486816
	Iteration 60F: 3 clusters Score -7718039 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 59329 members 
Entering Unmasked Estep 
Score: -7718165.500000 Penalty: 5540.486816
	Iteration 61Q: 3 clusters Score -7718166 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11105 members 
Mstep: Class 2 contains 59888 members 
Entering Unmasked Estep 
Score: -7718275.500000 Penalty: 5540.486816
	Iteration 62Q: 3 clusters Score -7718276 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 60420 members 
Entering Unmasked Estep 
Score: -7718425.000000 Penalty: 5540.486816
	Iteration 63Q: 3 clusters Score -7718425 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 61000 members 
Entering Unmasked Estep 
Score: -7718580.000000 Penalty: 5540.486816
	Iteration 64Q: 3 clusters Score -7718580 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 61604 members 
Entering Unmasked Estep 
Score: -7718753.000000 Penalty: 5540.486816
	Iteration 65Q: 3 clusters Score -7718753 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 62200 members 
Entering Unmasked Estep 
Score: -7718923.000000 Penalty: 5540.486816
	Iteration 66Q: 3 clusters Score -7718923 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 62786 members 
Entering Unmasked Estep 
Score: -7719148.000000 Penalty: 5540.486816
	Iteration 67Q: 3 clusters Score -7719148 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 63389 members 
Entering Unmasked Estep 
Score: -7719321.000000 Penalty: 5540.486816
	Iteration 68Q: 3 clusters Score -7719321 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 63985 members 
Entering Unmasked Estep 
Score: -7719549.500000 Penalty: 5540.486816
	Iteration 69Q: 3 clusters Score -7719550 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 64593 members 
Entering Unmasked Estep 
Score: -7719828.000000 Penalty: 5540.486816
	Iteration 70Q: 3 clusters Score -7719828 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 65167 members 
Entering Unmasked Estep 
Score: -7720042.000000 Penalty: 5540.486816
	Iteration 71Q: 3 clusters Score -7720042 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 65680 members 
Entering Unmasked Estep 
Score: -7720272.000000 Penalty: 5540.486816
	Iteration 72Q: 3 clusters Score -7720272 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 66159 members 
Entering Unmasked Estep 
Score: -7720444.500000 Penalty: 5540.486816
	Iteration 73Q: 3 clusters Score -7720444 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 66656 members 
Entering Unmasked Estep 
Score: -7720649.000000 Penalty: 5540.486816
	Iteration 74Q: 3 clusters Score -7720649 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 67129 members 
Entering Unmasked Estep 
Score: -7720891.000000 Penalty: 5540.486816
	Iteration 75Q: 3 clusters Score -7720891 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 67545 members 
Entering Unmasked Estep 
Score: -7721134.500000 Penalty: 5540.486816
	Iteration 76Q: 3 clusters Score -7721134 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 67911 members 
Entering Unmasked Estep 
Score: -7721320.000000 Penalty: 5540.486816
	Iteration 77Q: 3 clusters Score -7721320 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 68238 members 
Entering Unmasked Estep 
Score: -7721485.500000 Penalty: 5540.486816
	Iteration 78Q: 3 clusters Score -7721486 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 68546 members 
Entering Unmasked Estep 
Score: -7721634.000000 Penalty: 5540.486816
	Iteration 79Q: 3 clusters Score -7721634 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 68796 members 
Entering Unmasked Estep 
Score: -7721740.000000 Penalty: 5540.486816
	Iteration 80F: 3 clusters Score -7721740 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 68989 members 
Entering Unmasked Estep 
Score: -7721854.500000 Penalty: 5540.486816
	Iteration 81Q: 3 clusters Score -7721854 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 69157 members 
Entering Unmasked Estep 
Score: -7721941.500000 Penalty: 5540.486816
	Iteration 82Q: 3 clusters Score -7721942 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 69289 members 
Entering Unmasked Estep 
Score: -7721986.000000 Penalty: 5540.486816
	Iteration 83Q: 3 clusters Score -7721986 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 69392 members 
Entering Unmasked Estep 
Score: -7722044.500000 Penalty: 5540.486816
	Iteration 84Q: 3 clusters Score -7722044 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 69479 members 
Entering Unmasked Estep 
Score: -7722102.000000 Penalty: 5540.486816
	Iteration 85Q: 3 clusters Score -7722102 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 69542 members 
Entering Unmasked Estep 
Score: -7722152.500000 Penalty: 5540.486816
	Iteration 86Q: 3 clusters Score -7722152 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 69599 members 
Entering Unmasked Estep 
Score: -7722190.500000 Penalty: 5540.486816
	Iteration 87Q: 3 clusters Score -7722190 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 69641 members 
Entering Unmasked Estep 
Score: -7722214.000000 Penalty: 5540.486816
	Iteration 88Q: 3 clusters Score -7722214 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 69673 members 
Entering Unmasked Estep 
Score: -7722224.500000 Penalty: 5540.486816
	Iteration 89Q: 3 clusters Score -7722224 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 69692 members 
Entering Unmasked Estep 
Score: -7722212.500000 Penalty: 5540.486816
	Iteration 90Q: 3 clusters Score -7722212 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 69711 members 
Entering Unmasked Estep 
Score: -7722234.000000 Penalty: 5540.486816
	Iteration 91Q: 3 clusters Score -7722234 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 69737 members 
Entering Unmasked Estep 
Score: -7722257.000000 Penalty: 5540.486816
	Iteration 92Q: 3 clusters Score -7722257 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 69761 members 
Entering Unmasked Estep 
Score: -7722253.000000 Penalty: 5540.486816
	Iteration 93Q: 3 clusters Score -7722253 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 69774 members 
Entering Unmasked Estep 
Score: -7722266.000000 Penalty: 5540.486816
	Iteration 94Q: 3 clusters Score -7722266 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 69785 members 
Entering Unmasked Estep 
Score: -7722288.000000 Penalty: 5540.486816
	Iteration 95Q: 3 clusters Score -7722288 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 69795 members 
Entering Unmasked Estep 
Score: -7722297.500000 Penalty: 5540.486816
	Iteration 96Q: 3 clusters Score -7722298 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 69806 members 
Entering Unmasked Estep 
Score: -7722299.500000 Penalty: 5540.486816
	Iteration 97Q: 3 clusters Score -7722300 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 69813 members 
Entering Unmasked Estep 
Score: -7722303.000000 Penalty: 5540.486816
	Iteration 98Q: 3 clusters Score -7722303 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 69817 members 
Entering Unmasked Estep 
Score: -7722299.000000 Penalty: 5540.486816
	Iteration 99Q: 3 clusters Score -7722299 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 69822 members 
Entering Unmasked Estep 
Score: -7722299.000000 Penalty: 5540.486816
	Iteration 100F: 3 clusters Score -7722299 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 69824 members 
Entering Unmasked Estep 
Score: -7722302.500000 Penalty: 5540.486816
	Iteration 101Q: 3 clusters Score -7722302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 69826 members 
Entering Unmasked Estep 
Score: -7722311.000000 Penalty: 5540.486816
	Iteration 102Q: 3 clusters Score -7722311 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 69828 members 
Entering Unmasked Estep 
Score: -7722307.000000 Penalty: 5540.486816
	Iteration 103Q: 3 clusters Score -7722307 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 69833 members 
Entering Unmasked Estep 
Score: -7722303.500000 Penalty: 5540.486816
	Iteration 104Q: 3 clusters Score -7722304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 69838 members 
Entering Unmasked Estep 
Score: -7722302.000000 Penalty: 5540.486816
	Iteration 105Q: 3 clusters Score -7722302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 69840 members 
Entering Unmasked Estep 
Score: -7722301.500000 Penalty: 5540.486816
	Iteration 106Q: 3 clusters Score -7722302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 69842 members 
Entering Unmasked Estep 
Score: -7722304.000000 Penalty: 5540.486816
	Iteration 107Q: 3 clusters Score -7722304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 69843 members 
Entering Unmasked Estep 
Score: -7722306.000000 Penalty: 5540.486816
	Iteration 108Q: 3 clusters Score -7722306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 69845 members 
Entering Unmasked Estep 
Score: -7722309.500000 Penalty: 5540.486816
	Iteration 109Q: 3 clusters Score -7722310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 69848 members 
Entering Unmasked Estep 
Score: -7722309.500000 Penalty: 5540.486816
	Iteration 110Q: 3 clusters Score -7722310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 69851 members 
Entering Unmasked Estep 
Score: -7722311.000000 Penalty: 5540.486816
	Iteration 111Q: 3 clusters Score -7722311 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 69855 members 
Entering Unmasked Estep 
Score: -7722313.500000 Penalty: 5540.486816
	Iteration 112Q: 3 clusters Score -7722314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 69854 members 
Entering Unmasked Estep 
Score: -7722308.500000 Penalty: 5540.486816
	Iteration 113Q: 3 clusters Score -7722308 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 69854 members 
Entering Unmasked Estep 
Score: -7722308.500000 Penalty: 5540.486816
	Iteration 114F: 3 clusters Score -7722308 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (42143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42143 members 
Entering Unmasked Estep 
Score: -4923850.500000 Penalty: 2640.908203
	Iteration 0F: 2 clusters Score -4923850 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21267 members 
Mstep: Class 2 contains 20876 members 
Entering Unmasked Estep 
Score: -4895234.500000 Penalty: 5281.816406
	Iteration 0F: 3 clusters Score -4895234 nChanged 19330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22667 members 
Mstep: Class 2 contains 19476 members 
Entering Unmasked Estep 
Score: -4905909.000000 Penalty: 5281.816406
	Iteration 1F: 3 clusters Score -4905909 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23564 members 
Mstep: Class 2 contains 18579 members 
Entering Unmasked Estep 
Score: -4906502.000000 Penalty: 5281.816406
	Iteration 2Q: 3 clusters Score -4906502 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24843 members 
Mstep: Class 2 contains 17300 members 
Entering Unmasked Estep 
Score: -4907303.000000 Penalty: 5281.816406
	Iteration 3Q: 3 clusters Score -4907303 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26641 members 
Mstep: Class 2 contains 15502 members 
Entering Unmasked Estep 
Score: -4908496.000000 Penalty: 5281.816406
	Iteration 4F: 3 clusters Score -4908496 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29087 members 
Mstep: Class 2 contains 13056 members 
Entering Unmasked Estep 
Score: -4910302.000000 Penalty: 5281.816406
	Iteration 5F: 3 clusters Score -4910302 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32066 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -4912820.000000 Penalty: 5281.816406
	Iteration 6F: 3 clusters Score -4912820 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35139 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -4915647.000000 Penalty: 5281.816406
	Iteration 7F: 3 clusters Score -4915647 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37794 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -4918244.500000 Penalty: 5281.816406
	Iteration 8F: 3 clusters Score -4918244 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39571 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -4919868.000000 Penalty: 5281.816406
	Iteration 9Q: 3 clusters Score -4919868 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40535 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -4920700.500000 Penalty: 5281.816406
	Iteration 10Q: 3 clusters Score -4920700 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41036 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -4921099.000000 Penalty: 5281.816406
	Iteration 11Q: 3 clusters Score -4921099 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41257 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -4921275.500000 Penalty: 5281.816406
	Iteration 12Q: 3 clusters Score -4921276 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41373 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -4921391.500000 Penalty: 5281.816406
	Iteration 13Q: 3 clusters Score -4921392 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41448 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -4921446.000000 Penalty: 5281.816406
	Iteration 14Q: 3 clusters Score -4921446 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41483 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -4921494.000000 Penalty: 5281.816406
	Iteration 15Q: 3 clusters Score -4921494 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41520 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -4921522.000000 Penalty: 5281.816406
	Iteration 16Q: 3 clusters Score -4921522 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41549 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -4921553.000000 Penalty: 5281.816406
	Iteration 17Q: 3 clusters Score -4921553 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41560 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -4921576.500000 Penalty: 5281.816406
	Iteration 18Q: 3 clusters Score -4921576 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41568 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -4921594.000000 Penalty: 5281.816406
	Iteration 19Q: 3 clusters Score -4921594 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41577 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -4921610.000000 Penalty: 5281.816406
	Iteration 20F: 3 clusters Score -4921610 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41583 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -4921617.000000 Penalty: 5281.816406
	Iteration 21Q: 3 clusters Score -4921617 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41585 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -4921614.000000 Penalty: 5281.816406
	Iteration 22Q: 3 clusters Score -4921614 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41586 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -4921621.000000 Penalty: 5281.816406
	Iteration 23Q: 3 clusters Score -4921621 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41590 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -4921627.500000 Penalty: 5281.816406
	Iteration 24Q: 3 clusters Score -4921628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41596 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -4921628.000000 Penalty: 5281.816406
	Iteration 25Q: 3 clusters Score -4921628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41593 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -4921628.000000 Penalty: 5281.816406
	Iteration 26Q: 3 clusters Score -4921628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41594 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -4921631.500000 Penalty: 5281.816406
	Iteration 27Q: 3 clusters Score -4921632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41594 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -4921631.000000 Penalty: 5281.816406
	Iteration 28Q: 3 clusters Score -4921631 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41595 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -4921635.500000 Penalty: 5281.816406
	Iteration 29Q: 3 clusters Score -4921636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41598 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -4921639.500000 Penalty: 5281.816406
	Iteration 30Q: 3 clusters Score -4921640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41599 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -4921640.500000 Penalty: 5281.816406
	Iteration 31Q: 3 clusters Score -4921640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41600 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -4921643.000000 Penalty: 5281.816406
	Iteration 32Q: 3 clusters Score -4921643 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41604 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -4921641.500000 Penalty: 5281.816406
	Iteration 33Q: 3 clusters Score -4921642 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41609 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -4921646.000000 Penalty: 5281.816406
	Iteration 34Q: 3 clusters Score -4921646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41614 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -4921650.000000 Penalty: 5281.816406
	Iteration 35Q: 3 clusters Score -4921650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41618 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -4921645.000000 Penalty: 5281.816406
	Iteration 36Q: 3 clusters Score -4921645 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41618 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -4921645.000000 Penalty: 5281.816406
	Iteration 37F: 3 clusters Score -4921645 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (238030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238030 members 
Entering Unmasked Estep 
Score: -28162666.000000 Penalty: 3070.277588
	Iteration 0F: 2 clusters Score -2.816267e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118752 members 
Mstep: Class 2 contains 119278 members 
Entering Unmasked Estep 
Score: -28003760.000000 Penalty: 6140.555176
	Iteration 0F: 3 clusters Score -2.800376e+07 nChanged 115034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115394 members 
Mstep: Class 2 contains 122636 members 
Entering Unmasked Estep 
Score: -28070626.000000 Penalty: 6140.555176
	Iteration 1F: 3 clusters Score -2.807063e+07 nChanged 6339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113431 members 
Mstep: Class 2 contains 124599 members 
Entering Unmasked Estep 
Score: -28071996.000000 Penalty: 6140.555176
	Iteration 2Q: 3 clusters Score -2.8072e+07 nChanged 7167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110498 members 
Mstep: Class 2 contains 127532 members 
Entering Unmasked Estep 
Score: -28074050.000000 Penalty: 6140.555176
	Iteration 3Q: 3 clusters Score -2.807405e+07 nChanged 8123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106127 members 
Mstep: Class 2 contains 131903 members 
Entering Unmasked Estep 
Score: -28077026.000000 Penalty: 6140.555176
	Iteration 4Q: 3 clusters Score -2.807703e+07 nChanged 9409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99612 members 
Mstep: Class 2 contains 138418 members 
Entering Unmasked Estep 
Score: -28080884.000000 Penalty: 6140.555176
	Iteration 5Q: 3 clusters Score -2.808088e+07 nChanged 11552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90144 members 
Mstep: Class 2 contains 147886 members 
Entering Unmasked Estep 
Score: -28086490.000000 Penalty: 6140.555176
	Iteration 6Q: 3 clusters Score -2.808649e+07 nChanged 14189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77033 members 
Mstep: Class 2 contains 160997 members 
Entering Unmasked Estep 
Score: -28095244.000000 Penalty: 6140.555176
	Iteration 7F: 3 clusters Score -2.809524e+07 nChanged 17104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60331 members 
Mstep: Class 2 contains 177699 members 
Entering Unmasked Estep 
Score: -28108120.000000 Penalty: 6140.555176
	Iteration 8F: 3 clusters Score -2.810812e+07 nChanged 18423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42014 members 
Mstep: Class 2 contains 196016 members 
Entering Unmasked Estep 
Score: -28123480.000000 Penalty: 6140.555176
	Iteration 9F: 3 clusters Score -2.812348e+07 nChanged 16449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25579 members 
Mstep: Class 2 contains 212451 members 
Entering Unmasked Estep 
Score: -28138192.000000 Penalty: 6140.555176
	Iteration 10F: 3 clusters Score -2.813819e+07 nChanged 11717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13870 members 
Mstep: Class 2 contains 224160 members 
Entering Unmasked Estep 
Score: -28148596.000000 Penalty: 6140.555176
	Iteration 11Q: 3 clusters Score -2.81486e+07 nChanged 6753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 230909 members 
Entering Unmasked Estep 
Score: -28154546.000000 Penalty: 6140.555176
	Iteration 12Q: 3 clusters Score -2.815455e+07 nChanged 3475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 234378 members 
Entering Unmasked Estep 
Score: -28157470.000000 Penalty: 6140.555176
	Iteration 13Q: 3 clusters Score -2.815747e+07 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 235978 members 
Entering Unmasked Estep 
Score: -28158796.000000 Penalty: 6140.555176
	Iteration 14Q: 3 clusters Score -2.81588e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 236681 members 
Entering Unmasked Estep 
Score: -28159282.000000 Penalty: 6140.555176
	Iteration 15Q: 3 clusters Score -2.815928e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 237026 members 
Entering Unmasked Estep 
Score: -28159596.000000 Penalty: 6140.555176
	Iteration 16Q: 3 clusters Score -2.81596e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 237207 members 
Entering Unmasked Estep 
Score: -28159746.000000 Penalty: 6140.555176
	Iteration 17Q: 3 clusters Score -2.815975e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 237317 members 
Entering Unmasked Estep 
Score: -28159826.000000 Penalty: 6140.555176
	Iteration 18Q: 3 clusters Score -2.815983e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 237392 members 
Entering Unmasked Estep 
Score: -28159910.000000 Penalty: 6140.555176
	Iteration 19Q: 3 clusters Score -2.815991e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 237430 members 
Entering Unmasked Estep 
Score: -28159912.000000 Penalty: 6140.555176
	Iteration 20F: 3 clusters Score -2.815991e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 237458 members 
Entering Unmasked Estep 
Score: -28159978.000000 Penalty: 6140.555176
	Iteration 21Q: 3 clusters Score -2.815998e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 237483 members 
Entering Unmasked Estep 
Score: -28159986.000000 Penalty: 6140.555176
	Iteration 22Q: 3 clusters Score -2.815999e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 237495 members 
Entering Unmasked Estep 
Score: -28160010.000000 Penalty: 6140.555176
	Iteration 23Q: 3 clusters Score -2.816001e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 237506 members 
Entering Unmasked Estep 
Score: -28160028.000000 Penalty: 6140.555176
	Iteration 24Q: 3 clusters Score -2.816003e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 237513 members 
Entering Unmasked Estep 
Score: -28160022.000000 Penalty: 6140.555176
	Iteration 25Q: 3 clusters Score -2.816002e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 237522 members 
Entering Unmasked Estep 
Score: -28160042.000000 Penalty: 6140.555176
	Iteration 26Q: 3 clusters Score -2.816004e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 237525 members 
Entering Unmasked Estep 
Score: -28160052.000000 Penalty: 6140.555176
	Iteration 27Q: 3 clusters Score -2.816005e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 237530 members 
Entering Unmasked Estep 
Score: -28160048.000000 Penalty: 6140.555176
	Iteration 28Q: 3 clusters Score -2.816005e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 237534 members 
Entering Unmasked Estep 
Score: -28160052.000000 Penalty: 6140.555176
	Iteration 29Q: 3 clusters Score -2.816005e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 237533 members 
Entering Unmasked Estep 
Score: -28160050.000000 Penalty: 6140.555176
	Iteration 30Q: 3 clusters Score -2.816005e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 237534 members 
Entering Unmasked Estep 
Score: -28160058.000000 Penalty: 6140.555176
	Iteration 31Q: 3 clusters Score -2.816006e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 237534 members 
Entering Unmasked Estep 
Score: -28160058.000000 Penalty: 6140.555176
	Iteration 32F: 3 clusters Score -2.816006e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Entering Unmasked Estep 
Score: -272474.562500 Penalty: 1953.312256
	Iteration 0F: 2 clusters Score -272474.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -269538.250000 Penalty: 3906.624512
	Iteration 0F: 3 clusters Score -269538.2 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -270820.218750 Penalty: 3906.624512
	Iteration 1F: 3 clusters Score -270820.2 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -271547.937500 Penalty: 3906.624512
	Iteration 2F: 3 clusters Score -271547.9 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -272251.218750 Penalty: 3906.624512
	Iteration 3F: 3 clusters Score -272251.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -273173.906250 Penalty: 3906.624512
	Iteration 4F: 3 clusters Score -273173.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -273775.062500 Penalty: 3906.624512
	Iteration 5F: 3 clusters Score -273775.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -274278.375000 Penalty: 3906.624512
	Iteration 6F: 3 clusters Score -274278.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -274792.156250 Penalty: 3906.624512
	Iteration 7F: 3 clusters Score -274792.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -275316.281250 Penalty: 3906.624512
	Iteration 8Q: 3 clusters Score -275316.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -275706.906250 Penalty: 3906.624512
	Iteration 9Q: 3 clusters Score -275706.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -275946.031250 Penalty: 3906.624512
	Iteration 10Q: 3 clusters Score -275946 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -276080.000000 Penalty: 3906.624512
	Iteration 11Q: 3 clusters Score -276080 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -276202.750000 Penalty: 3906.624512
	Iteration 12Q: 3 clusters Score -276202.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -276393.062500 Penalty: 3906.624512
	Iteration 13Q: 3 clusters Score -276393.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -276671.375000 Penalty: 3906.624512
	Iteration 14Q: 3 clusters Score -276671.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -276783.343750 Penalty: 3906.624512
	Iteration 15Q: 3 clusters Score -276783.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -276834.000000 Penalty: 3906.624512
	Iteration 16Q: 3 clusters Score -276834 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -276872.312500 Penalty: 3906.624512
	Iteration 17Q: 3 clusters Score -276872.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -276906.843750 Penalty: 3906.624512
	Iteration 18Q: 3 clusters Score -276906.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -276917.250000 Penalty: 3906.624512
	Iteration 19Q: 3 clusters Score -276917.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -276937.281250 Penalty: 3906.624512
	Iteration 20F: 3 clusters Score -276937.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -276957.687500 Penalty: 3906.624512
	Iteration 21Q: 3 clusters Score -276957.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -276957.875000 Penalty: 3906.624512
	Iteration 22Q: 3 clusters Score -276957.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -276957.875000 Penalty: 3906.624512
	Iteration 23F: 3 clusters Score -276957.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12325 members 
Mstep: Class 2 contains 1308 members 
Mstep: Class 3 contains 5096 members 
Mstep: Class 4 contains 10227 members 
Mstep: Class 5 contains 2410 members 
Mstep: Class 6 contains 3875 members 
Mstep: Class 7 contains 237765 members 
Mstep: Class 8 contains 73672 members 
Mstep: Class 9 contains 44643 members 
Mstep: Class 10 contains 4016 members 
Mstep: Class 11 contains 217941 members 
Mstep: Class 12 contains 8390 members 
Mstep: Class 13 contains 70993 members 
Mstep: Class 14 contains 42143 members 
Mstep: Class 15 contains 238030 members 
Mstep: Class 16 contains 1470 members 
Mstep: Class 17 contains 46460 members 
Mstep: Class 18 contains 86119 members 
Mstep: Class 19 contains 24558 members 
Mstep: Class 20 contains 8501 members 
Mstep: Class 21 contains 4276 members 
Mstep: Class 22 contains 7864 members 
Mstep: Class 23 contains 26476 members 
Mstep: Class 24 contains 1352 members 
Mstep: Class 25 contains 5998 members 
Mstep: Class 26 contains 116949 members 
Mstep: Class 27 contains 35583 members 
Mstep: Class 28 contains 7725 members 
Mstep: Class 29 contains 5464 members 
Mstep: Class 30 contains 4269 members 
Mstep: Class 31 contains 3180 members 
Mstep: Class 32 contains 1164 members 
Entering Unmasked Estep 
Score: -155638128.000000 Penalty: 112081.539062
Splitting cluster 16 changes total score from -155632352.000000 to -155638128.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 17 (46460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46460 members 
Entering Unmasked Estep 
Score: -5289262.500000 Penalty: 2665.094238
	Iteration 0F: 2 clusters Score -5289262 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23137 members 
Mstep: Class 2 contains 23323 members 
Entering Unmasked Estep 
Score: -5257974.000000 Penalty: 5330.188477
	Iteration 0F: 3 clusters Score -5257974 nChanged 21451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22022 members 
Mstep: Class 2 contains 24438 members 
Entering Unmasked Estep 
Score: -5270027.500000 Penalty: 5330.188477
	Iteration 1F: 3 clusters Score -5270028 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21174 members 
Mstep: Class 2 contains 25286 members 
Entering Unmasked Estep 
Score: -5270821.000000 Penalty: 5330.188477
	Iteration 2Q: 3 clusters Score -5270821 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19969 members 
Mstep: Class 2 contains 26491 members 
Entering Unmasked Estep 
Score: -5271858.500000 Penalty: 5330.188477
	Iteration 3F: 3 clusters Score -5271858 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18334 members 
Mstep: Class 2 contains 28126 members 
Entering Unmasked Estep 
Score: -5273299.500000 Penalty: 5330.188477
	Iteration 4F: 3 clusters Score -5273300 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16180 members 
Mstep: Class 2 contains 30280 members 
Entering Unmasked Estep 
Score: -5275174.000000 Penalty: 5330.188477
	Iteration 5F: 3 clusters Score -5275174 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13641 members 
Mstep: Class 2 contains 32819 members 
Entering Unmasked Estep 
Score: -5277439.500000 Penalty: 5330.188477
	Iteration 6F: 3 clusters Score -5277440 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 35435 members 
Entering Unmasked Estep 
Score: -5279801.500000 Penalty: 5330.188477
	Iteration 7F: 3 clusters Score -5279802 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 37803 members 
Entering Unmasked Estep 
Score: -5281945.000000 Penalty: 5330.188477
	Iteration 8F: 3 clusters Score -5281945 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 39770 members 
Entering Unmasked Estep 
Score: -5283849.500000 Penalty: 5330.188477
	Iteration 9Q: 3 clusters Score -5283850 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 41190 members 
Entering Unmasked Estep 
Score: -5285252.000000 Penalty: 5330.188477
	Iteration 10Q: 3 clusters Score -5285252 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 42111 members 
Entering Unmasked Estep 
Score: -5286233.500000 Penalty: 5330.188477
	Iteration 11Q: 3 clusters Score -5286234 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 42670 members 
Entering Unmasked Estep 
Score: -5286937.000000 Penalty: 5330.188477
	Iteration 12Q: 3 clusters Score -5286937 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 43022 members 
Entering Unmasked Estep 
Score: -5287262.500000 Penalty: 5330.188477
	Iteration 13Q: 3 clusters Score -5287262 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 43246 members 
Entering Unmasked Estep 
Score: -5287431.000000 Penalty: 5330.188477
	Iteration 14Q: 3 clusters Score -5287431 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 43404 members 
Entering Unmasked Estep 
Score: -5287534.000000 Penalty: 5330.188477
	Iteration 15Q: 3 clusters Score -5287534 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 43534 members 
Entering Unmasked Estep 
Score: -5287618.000000 Penalty: 5330.188477
	Iteration 16Q: 3 clusters Score -5287618 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 43637 members 
Entering Unmasked Estep 
Score: -5287690.000000 Penalty: 5330.188477
	Iteration 17Q: 3 clusters Score -5287690 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 43725 members 
Entering Unmasked Estep 
Score: -5287737.000000 Penalty: 5330.188477
	Iteration 18Q: 3 clusters Score -5287737 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 43801 members 
Entering Unmasked Estep 
Score: -5287827.500000 Penalty: 5330.188477
	Iteration 19Q: 3 clusters Score -5287828 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 43858 members 
Entering Unmasked Estep 
Score: -5287887.000000 Penalty: 5330.188477
	Iteration 20F: 3 clusters Score -5287887 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 43904 members 
Entering Unmasked Estep 
Score: -5287922.500000 Penalty: 5330.188477
	Iteration 21Q: 3 clusters Score -5287922 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 43946 members 
Entering Unmasked Estep 
Score: -5287967.500000 Penalty: 5330.188477
	Iteration 22Q: 3 clusters Score -5287968 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 43988 members 
Entering Unmasked Estep 
Score: -5288043.000000 Penalty: 5330.188477
	Iteration 23Q: 3 clusters Score -5288043 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 44008 members 
Entering Unmasked Estep 
Score: -5288084.000000 Penalty: 5330.188477
	Iteration 24Q: 3 clusters Score -5288084 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 44023 members 
Entering Unmasked Estep 
Score: -5288136.500000 Penalty: 5330.188477
	Iteration 25Q: 3 clusters Score -5288136 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 44030 members 
Entering Unmasked Estep 
Score: -5288167.500000 Penalty: 5330.188477
	Iteration 26Q: 3 clusters Score -5288168 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 44031 members 
Entering Unmasked Estep 
Score: -5288204.500000 Penalty: 5330.188477
	Iteration 27Q: 3 clusters Score -5288204 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 44033 members 
Entering Unmasked Estep 
Score: -5288236.500000 Penalty: 5330.188477
	Iteration 28Q: 3 clusters Score -5288236 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 44043 members 
Entering Unmasked Estep 
Score: -5288261.500000 Penalty: 5330.188477
	Iteration 29Q: 3 clusters Score -5288262 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 44043 members 
Entering Unmasked Estep 
Score: -5288290.000000 Penalty: 5330.188477
	Iteration 30Q: 3 clusters Score -5288290 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 44045 members 
Entering Unmasked Estep 
Score: -5288323.000000 Penalty: 5330.188477
	Iteration 31Q: 3 clusters Score -5288323 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 44044 members 
Entering Unmasked Estep 
Score: -5288331.000000 Penalty: 5330.188477
	Iteration 32Q: 3 clusters Score -5288331 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 44046 members 
Entering Unmasked Estep 
Score: -5288345.000000 Penalty: 5330.188477
	Iteration 33Q: 3 clusters Score -5288345 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 44041 members 
Entering Unmasked Estep 
Score: -5288345.000000 Penalty: 5330.188477
	Iteration 34Q: 3 clusters Score -5288345 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 44027 members 
Entering Unmasked Estep 
Score: -5288354.500000 Penalty: 5330.188477
	Iteration 35Q: 3 clusters Score -5288354 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 44018 members 
Entering Unmasked Estep 
Score: -5288368.500000 Penalty: 5330.188477
	Iteration 36Q: 3 clusters Score -5288368 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 44008 members 
Entering Unmasked Estep 
Score: -5288375.000000 Penalty: 5330.188477
	Iteration 37Q: 3 clusters Score -5288375 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 44000 members 
Entering Unmasked Estep 
Score: -5288391.000000 Penalty: 5330.188477
	Iteration 38Q: 3 clusters Score -5288391 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 43995 members 
Entering Unmasked Estep 
Score: -5288393.000000 Penalty: 5330.188477
	Iteration 39Q: 3 clusters Score -5288393 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 43990 members 
Entering Unmasked Estep 
Score: -5288406.000000 Penalty: 5330.188477
	Iteration 40F: 3 clusters Score -5288406 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 43980 members 
Entering Unmasked Estep 
Score: -5288405.500000 Penalty: 5330.188477
	Iteration 41Q: 3 clusters Score -5288406 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 43974 members 
Entering Unmasked Estep 
Score: -5288408.000000 Penalty: 5330.188477
	Iteration 42Q: 3 clusters Score -5288408 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 43966 members 
Entering Unmasked Estep 
Score: -5288408.000000 Penalty: 5330.188477
	Iteration 43Q: 3 clusters Score -5288408 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 43959 members 
Entering Unmasked Estep 
Score: -5288410.500000 Penalty: 5330.188477
	Iteration 44Q: 3 clusters Score -5288410 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 43956 members 
Entering Unmasked Estep 
Score: -5288411.000000 Penalty: 5330.188477
	Iteration 45Q: 3 clusters Score -5288411 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 43952 members 
Entering Unmasked Estep 
Score: -5288407.000000 Penalty: 5330.188477
	Iteration 46Q: 3 clusters Score -5288407 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 43950 members 
Entering Unmasked Estep 
Score: -5288402.500000 Penalty: 5330.188477
	Iteration 47Q: 3 clusters Score -5288402 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 43945 members 
Entering Unmasked Estep 
Score: -5288410.000000 Penalty: 5330.188477
	Iteration 48Q: 3 clusters Score -5288410 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 43936 members 
Entering Unmasked Estep 
Score: -5288408.500000 Penalty: 5330.188477
	Iteration 49Q: 3 clusters Score -5288408 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 43927 members 
Entering Unmasked Estep 
Score: -5288404.500000 Penalty: 5330.188477
	Iteration 50Q: 3 clusters Score -5288404 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 43921 members 
Entering Unmasked Estep 
Score: -5288407.500000 Penalty: 5330.188477
	Iteration 51Q: 3 clusters Score -5288408 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 43910 members 
Entering Unmasked Estep 
Score: -5288403.000000 Penalty: 5330.188477
	Iteration 52Q: 3 clusters Score -5288403 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 43906 members 
Entering Unmasked Estep 
Score: -5288405.500000 Penalty: 5330.188477
	Iteration 53Q: 3 clusters Score -5288406 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 43897 members 
Entering Unmasked Estep 
Score: -5288412.000000 Penalty: 5330.188477
	Iteration 54Q: 3 clusters Score -5288412 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 43891 members 
Entering Unmasked Estep 
Score: -5288411.000000 Penalty: 5330.188477
	Iteration 55Q: 3 clusters Score -5288411 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 43886 members 
Entering Unmasked Estep 
Score: -5288414.500000 Penalty: 5330.188477
	Iteration 56Q: 3 clusters Score -5288414 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 43881 members 
Entering Unmasked Estep 
Score: -5288417.000000 Penalty: 5330.188477
	Iteration 57Q: 3 clusters Score -5288417 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 43873 members 
Entering Unmasked Estep 
Score: -5288424.500000 Penalty: 5330.188477
	Iteration 58Q: 3 clusters Score -5288424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 43872 members 
Entering Unmasked Estep 
Score: -5288423.000000 Penalty: 5330.188477
	Iteration 59Q: 3 clusters Score -5288423 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 43872 members 
Entering Unmasked Estep 
Score: -5288425.500000 Penalty: 5330.188477
	Iteration 60F: 3 clusters Score -5288426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 43871 members 
Entering Unmasked Estep 
Score: -5288425.500000 Penalty: 5330.188477
	Iteration 61Q: 3 clusters Score -5288426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 43868 members 
Entering Unmasked Estep 
Score: -5288423.500000 Penalty: 5330.188477
	Iteration 62Q: 3 clusters Score -5288424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 43867 members 
Entering Unmasked Estep 
Score: -5288429.000000 Penalty: 5330.188477
	Iteration 63Q: 3 clusters Score -5288429 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 43867 members 
Entering Unmasked Estep 
Score: -5288427.000000 Penalty: 5330.188477
	Iteration 64Q: 3 clusters Score -5288427 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 43867 members 
Entering Unmasked Estep 
Score: -5288427.000000 Penalty: 5330.188477
	Iteration 65Q: 3 clusters Score -5288427 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 43866 members 
Entering Unmasked Estep 
Score: -5288424.500000 Penalty: 5330.188477
	Iteration 66Q: 3 clusters Score -5288424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 43865 members 
Entering Unmasked Estep 
Score: -5288426.000000 Penalty: 5330.188477
	Iteration 67Q: 3 clusters Score -5288426 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 43865 members 
Entering Unmasked Estep 
Score: -5288426.000000 Penalty: 5330.188477
	Iteration 68F: 3 clusters Score -5288426 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (86119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86119 members 
Entering Unmasked Estep 
Score: -10160690.000000 Penalty: 2818.144287
	Iteration 0F: 2 clusters Score -1.016069e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43014 members 
Mstep: Class 2 contains 43105 members 
Entering Unmasked Estep 
Score: -10102736.000000 Penalty: 5636.288574
	Iteration 0F: 3 clusters Score -1.010274e+07 nChanged 40709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42901 members 
Mstep: Class 2 contains 43218 members 
Entering Unmasked Estep 
Score: -10125946.000000 Penalty: 5636.288574
	Iteration 1F: 3 clusters Score -1.012595e+07 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42597 members 
Mstep: Class 2 contains 43522 members 
Entering Unmasked Estep 
Score: -10126641.000000 Penalty: 5636.288574
	Iteration 2Q: 3 clusters Score -1.012664e+07 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42016 members 
Mstep: Class 2 contains 44103 members 
Entering Unmasked Estep 
Score: -10127442.000000 Penalty: 5636.288574
	Iteration 3Q: 3 clusters Score -1.012744e+07 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41037 members 
Mstep: Class 2 contains 45082 members 
Entering Unmasked Estep 
Score: -10128357.000000 Penalty: 5636.288574
	Iteration 4Q: 3 clusters Score -1.012836e+07 nChanged 3396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39565 members 
Mstep: Class 2 contains 46554 members 
Entering Unmasked Estep 
Score: -10129420.000000 Penalty: 5636.288574
	Iteration 5Q: 3 clusters Score -1.012942e+07 nChanged 3871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37380 members 
Mstep: Class 2 contains 48739 members 
Entering Unmasked Estep 
Score: -10130985.000000 Penalty: 5636.288574
	Iteration 6Q: 3 clusters Score -1.013098e+07 nChanged 4366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34474 members 
Mstep: Class 2 contains 51645 members 
Entering Unmasked Estep 
Score: -10132857.000000 Penalty: 5636.288574
	Iteration 7F: 3 clusters Score -1.013286e+07 nChanged 4859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30775 members 
Mstep: Class 2 contains 55344 members 
Entering Unmasked Estep 
Score: -10135361.000000 Penalty: 5636.288574
	Iteration 8F: 3 clusters Score -1.013536e+07 nChanged 5007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26610 members 
Mstep: Class 2 contains 59509 members 
Entering Unmasked Estep 
Score: -10138415.000000 Penalty: 5636.288574
	Iteration 9F: 3 clusters Score -1.013842e+07 nChanged 4824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22272 members 
Mstep: Class 2 contains 63847 members 
Entering Unmasked Estep 
Score: -10141823.000000 Penalty: 5636.288574
	Iteration 10F: 3 clusters Score -1.014182e+07 nChanged 4588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18028 members 
Mstep: Class 2 contains 68091 members 
Entering Unmasked Estep 
Score: -10145657.000000 Penalty: 5636.288574
	Iteration 11F: 3 clusters Score -1.014566e+07 nChanged 3713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14637 members 
Mstep: Class 2 contains 71482 members 
Entering Unmasked Estep 
Score: -10148977.000000 Penalty: 5636.288574
	Iteration 12Q: 3 clusters Score -1.014898e+07 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12164 members 
Mstep: Class 2 contains 73955 members 
Entering Unmasked Estep 
Score: -10151423.000000 Penalty: 5636.288574
	Iteration 13Q: 3 clusters Score -1.015142e+07 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 75630 members 
Entering Unmasked Estep 
Score: -10152825.000000 Penalty: 5636.288574
	Iteration 14Q: 3 clusters Score -1.015282e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 76938 members 
Entering Unmasked Estep 
Score: -10153658.000000 Penalty: 5636.288574
	Iteration 15Q: 3 clusters Score -1.015366e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 78081 members 
Entering Unmasked Estep 
Score: -10154258.000000 Penalty: 5636.288574
	Iteration 16Q: 3 clusters Score -1.015426e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 79061 members 
Entering Unmasked Estep 
Score: -10154791.000000 Penalty: 5636.288574
	Iteration 17Q: 3 clusters Score -1.015479e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 79944 members 
Entering Unmasked Estep 
Score: -10155294.000000 Penalty: 5636.288574
	Iteration 18Q: 3 clusters Score -1.015529e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 80736 members 
Entering Unmasked Estep 
Score: -10155765.000000 Penalty: 5636.288574
	Iteration 19Q: 3 clusters Score -1.015576e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 81412 members 
Entering Unmasked Estep 
Score: -10156132.000000 Penalty: 5636.288574
	Iteration 20F: 3 clusters Score -1.015613e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 81981 members 
Entering Unmasked Estep 
Score: -10156440.000000 Penalty: 5636.288574
	Iteration 21Q: 3 clusters Score -1.015644e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 82495 members 
Entering Unmasked Estep 
Score: -10156718.000000 Penalty: 5636.288574
	Iteration 22Q: 3 clusters Score -1.015672e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 82959 members 
Entering Unmasked Estep 
Score: -10156993.000000 Penalty: 5636.288574
	Iteration 23Q: 3 clusters Score -1.015699e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 83316 members 
Entering Unmasked Estep 
Score: -10157128.000000 Penalty: 5636.288574
	Iteration 24Q: 3 clusters Score -1.015713e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 83638 members 
Entering Unmasked Estep 
Score: -10157263.000000 Penalty: 5636.288574
	Iteration 25Q: 3 clusters Score -1.015726e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 83915 members 
Entering Unmasked Estep 
Score: -10157357.000000 Penalty: 5636.288574
	Iteration 26Q: 3 clusters Score -1.015736e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 84151 members 
Entering Unmasked Estep 
Score: -10157456.000000 Penalty: 5636.288574
	Iteration 27Q: 3 clusters Score -1.015746e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 84355 members 
Entering Unmasked Estep 
Score: -10157544.000000 Penalty: 5636.288574
	Iteration 28Q: 3 clusters Score -1.015754e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 84543 members 
Entering Unmasked Estep 
Score: -10157618.000000 Penalty: 5636.288574
	Iteration 29Q: 3 clusters Score -1.015762e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 84707 members 
Entering Unmasked Estep 
Score: -10157724.000000 Penalty: 5636.288574
	Iteration 30Q: 3 clusters Score -1.015772e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 84859 members 
Entering Unmasked Estep 
Score: -10157828.000000 Penalty: 5636.288574
	Iteration 31Q: 3 clusters Score -1.015783e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 84972 members 
Entering Unmasked Estep 
Score: -10157880.000000 Penalty: 5636.288574
	Iteration 32Q: 3 clusters Score -1.015788e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 85074 members 
Entering Unmasked Estep 
Score: -10157943.000000 Penalty: 5636.288574
	Iteration 33Q: 3 clusters Score -1.015794e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 85142 members 
Entering Unmasked Estep 
Score: -10157971.000000 Penalty: 5636.288574
	Iteration 34Q: 3 clusters Score -1.015797e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 85197 members 
Entering Unmasked Estep 
Score: -10158013.000000 Penalty: 5636.288574
	Iteration 35Q: 3 clusters Score -1.015801e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 85253 members 
Entering Unmasked Estep 
Score: -10158042.000000 Penalty: 5636.288574
	Iteration 36Q: 3 clusters Score -1.015804e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 85301 members 
Entering Unmasked Estep 
Score: -10158086.000000 Penalty: 5636.288574
	Iteration 37Q: 3 clusters Score -1.015809e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 85334 members 
Entering Unmasked Estep 
Score: -10158112.000000 Penalty: 5636.288574
	Iteration 38Q: 3 clusters Score -1.015811e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 85355 members 
Entering Unmasked Estep 
Score: -10158122.000000 Penalty: 5636.288574
	Iteration 39Q: 3 clusters Score -1.015812e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 85374 members 
Entering Unmasked Estep 
Score: -10158124.000000 Penalty: 5636.288574
	Iteration 40F: 3 clusters Score -1.015812e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 85386 members 
Entering Unmasked Estep 
Score: -10158139.000000 Penalty: 5636.288574
	Iteration 41Q: 3 clusters Score -1.015814e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 85403 members 
Entering Unmasked Estep 
Score: -10158152.000000 Penalty: 5636.288574
	Iteration 42Q: 3 clusters Score -1.015815e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 85425 members 
Entering Unmasked Estep 
Score: -10158172.000000 Penalty: 5636.288574
	Iteration 43Q: 3 clusters Score -1.015817e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 85437 members 
Entering Unmasked Estep 
Score: -10158179.000000 Penalty: 5636.288574
	Iteration 44Q: 3 clusters Score -1.015818e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 85445 members 
Entering Unmasked Estep 
Score: -10158181.000000 Penalty: 5636.288574
	Iteration 45Q: 3 clusters Score -1.015818e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 85457 members 
Entering Unmasked Estep 
Score: -10158200.000000 Penalty: 5636.288574
	Iteration 46Q: 3 clusters Score -1.01582e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 85471 members 
Entering Unmasked Estep 
Score: -10158213.000000 Penalty: 5636.288574
	Iteration 47Q: 3 clusters Score -1.015821e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 85484 members 
Entering Unmasked Estep 
Score: -10158207.000000 Penalty: 5636.288574
	Iteration 48Q: 3 clusters Score -1.015821e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 85492 members 
Entering Unmasked Estep 
Score: -10158222.000000 Penalty: 5636.288574
	Iteration 49Q: 3 clusters Score -1.015822e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 85496 members 
Entering Unmasked Estep 
Score: -10158220.000000 Penalty: 5636.288574
	Iteration 50Q: 3 clusters Score -1.015822e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 85497 members 
Entering Unmasked Estep 
Score: -10158213.000000 Penalty: 5636.288574
	Iteration 51Q: 3 clusters Score -1.015821e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 85498 members 
Entering Unmasked Estep 
Score: -10158218.000000 Penalty: 5636.288574
	Iteration 52Q: 3 clusters Score -1.015822e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 85499 members 
Entering Unmasked Estep 
Score: -10158224.000000 Penalty: 5636.288574
	Iteration 53Q: 3 clusters Score -1.015822e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 85501 members 
Entering Unmasked Estep 
Score: -10158222.000000 Penalty: 5636.288574
	Iteration 54Q: 3 clusters Score -1.015822e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 85501 members 
Entering Unmasked Estep 
Score: -10158222.000000 Penalty: 5636.288574
	Iteration 55F: 3 clusters Score -1.015822e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (24558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24558 members 
Entering Unmasked Estep 
Score: -2880450.750000 Penalty: 2506.980713
	Iteration 0F: 2 clusters Score -2880451 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12103 members 
Mstep: Class 2 contains 12455 members 
Entering Unmasked Estep 
Score: -2863365.000000 Penalty: 5013.961426
	Iteration 0F: 3 clusters Score -2863365 nChanged 10881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 13050 members 
Entering Unmasked Estep 
Score: -2869712.250000 Penalty: 5013.961426
	Iteration 1F: 3 clusters Score -2869712 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11287 members 
Mstep: Class 2 contains 13271 members 
Entering Unmasked Estep 
Score: -2870475.750000 Penalty: 5013.961426
	Iteration 2F: 3 clusters Score -2870476 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 13393 members 
Entering Unmasked Estep 
Score: -2871210.000000 Penalty: 5013.961426
	Iteration 3F: 3 clusters Score -2871210 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 13501 members 
Entering Unmasked Estep 
Score: -2872031.250000 Penalty: 5013.961426
	Iteration 4F: 3 clusters Score -2872031 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 13576 members 
Entering Unmasked Estep 
Score: -2872830.250000 Penalty: 5013.961426
	Iteration 5F: 3 clusters Score -2872830 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 13705 members 
Entering Unmasked Estep 
Score: -2873704.250000 Penalty: 5013.961426
	Iteration 6F: 3 clusters Score -2873704 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 13946 members 
Entering Unmasked Estep 
Score: -2874675.000000 Penalty: 5013.961426
	Iteration 7F: 3 clusters Score -2874675 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 14246 members 
Entering Unmasked Estep 
Score: -2875624.000000 Penalty: 5013.961426
	Iteration 8F: 3 clusters Score -2875624 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 14632 members 
Entering Unmasked Estep 
Score: -2876578.500000 Penalty: 5013.961426
	Iteration 9Q: 3 clusters Score -2876578 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 15044 members 
Entering Unmasked Estep 
Score: -2877518.250000 Penalty: 5013.961426
	Iteration 10Q: 3 clusters Score -2877518 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 15368 members 
Entering Unmasked Estep 
Score: -2878407.750000 Penalty: 5013.961426
	Iteration 11Q: 3 clusters Score -2878408 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 15643 members 
Entering Unmasked Estep 
Score: -2879565.500000 Penalty: 5013.961426
	Iteration 12Q: 3 clusters Score -2879566 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 15766 members 
Entering Unmasked Estep 
Score: -2880434.750000 Penalty: 5013.961426
	Iteration 13Q: 3 clusters Score -2880435 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 15767 members 
Entering Unmasked Estep 
Score: -2880840.500000 Penalty: 5013.961426
	Iteration 14Q: 3 clusters Score -2880840 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 15661 members 
Entering Unmasked Estep 
Score: -2881023.000000 Penalty: 5013.961426
	Iteration 15Q: 3 clusters Score -2881023 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 15513 members 
Entering Unmasked Estep 
Score: -2881108.500000 Penalty: 5013.961426
	Iteration 16Q: 3 clusters Score -2881108 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 15341 members 
Entering Unmasked Estep 
Score: -2881193.250000 Penalty: 5013.961426
	Iteration 17Q: 3 clusters Score -2881193 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 15135 members 
Entering Unmasked Estep 
Score: -2881291.250000 Penalty: 5013.961426
	Iteration 18Q: 3 clusters Score -2881291 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 14944 members 
Entering Unmasked Estep 
Score: -2881357.250000 Penalty: 5013.961426
	Iteration 19Q: 3 clusters Score -2881357 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 14736 members 
Entering Unmasked Estep 
Score: -2881420.750000 Penalty: 5013.961426
	Iteration 20F: 3 clusters Score -2881421 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 14500 members 
Entering Unmasked Estep 
Score: -2881513.500000 Penalty: 5013.961426
	Iteration 21Q: 3 clusters Score -2881514 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 14244 members 
Entering Unmasked Estep 
Score: -2881596.000000 Penalty: 5013.961426
	Iteration 22Q: 3 clusters Score -2881596 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 13944 members 
Entering Unmasked Estep 
Score: -2881733.750000 Penalty: 5013.961426
	Iteration 23Q: 3 clusters Score -2881734 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 13587 members 
Entering Unmasked Estep 
Score: -2881898.500000 Penalty: 5013.961426
	Iteration 24Q: 3 clusters Score -2881898 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 13185 members 
Entering Unmasked Estep 
Score: -2882133.250000 Penalty: 5013.961426
	Iteration 25Q: 3 clusters Score -2882133 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11783 members 
Mstep: Class 2 contains 12775 members 
Entering Unmasked Estep 
Score: -2882394.000000 Penalty: 5013.961426
	Iteration 26Q: 3 clusters Score -2882394 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 12320 members 
Entering Unmasked Estep 
Score: -2882703.000000 Penalty: 5013.961426
	Iteration 27Q: 3 clusters Score -2882703 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -2883024.000000 Penalty: 5013.961426
	Iteration 28Q: 3 clusters Score -2883024 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13118 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -2883318.750000 Penalty: 5013.961426
	Iteration 29Q: 3 clusters Score -2883319 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13460 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -2883520.750000 Penalty: 5013.961426
	Iteration 30Q: 3 clusters Score -2883521 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13731 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -2883660.000000 Penalty: 5013.961426
	Iteration 31Q: 3 clusters Score -2883660 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13944 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -2883760.000000 Penalty: 5013.961426
	Iteration 32Q: 3 clusters Score -2883760 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14100 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -2883819.750000 Penalty: 5013.961426
	Iteration 33Q: 3 clusters Score -2883820 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14233 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -2883861.500000 Penalty: 5013.961426
	Iteration 34Q: 3 clusters Score -2883862 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14315 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -2883891.250000 Penalty: 5013.961426
	Iteration 35Q: 3 clusters Score -2883891 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14374 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -2883899.000000 Penalty: 5013.961426
	Iteration 36Q: 3 clusters Score -2883899 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14421 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -2883912.250000 Penalty: 5013.961426
	Iteration 37Q: 3 clusters Score -2883912 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14461 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -2883925.250000 Penalty: 5013.961426
	Iteration 38Q: 3 clusters Score -2883925 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14498 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -2883921.750000 Penalty: 5013.961426
	Iteration 39Q: 3 clusters Score -2883922 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14519 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -2883937.500000 Penalty: 5013.961426
	Iteration 40F: 3 clusters Score -2883938 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14537 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -2883940.750000 Penalty: 5013.961426
	Iteration 41Q: 3 clusters Score -2883941 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14551 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -2883946.250000 Penalty: 5013.961426
	Iteration 42Q: 3 clusters Score -2883946 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14559 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -2883952.250000 Penalty: 5013.961426
	Iteration 43Q: 3 clusters Score -2883952 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14565 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -2883948.500000 Penalty: 5013.961426
	Iteration 44Q: 3 clusters Score -2883948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14567 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -2883948.750000 Penalty: 5013.961426
	Iteration 45Q: 3 clusters Score -2883949 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14567 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -2883948.750000 Penalty: 5013.961426
	Iteration 46F: 3 clusters Score -2883949 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12325 members 
Mstep: Class 2 contains 1308 members 
Mstep: Class 3 contains 5096 members 
Mstep: Class 4 contains 10227 members 
Mstep: Class 5 contains 2410 members 
Mstep: Class 6 contains 3875 members 
Mstep: Class 7 contains 237765 members 
Mstep: Class 8 contains 73672 members 
Mstep: Class 9 contains 44643 members 
Mstep: Class 10 contains 4016 members 
Mstep: Class 11 contains 217941 members 
Mstep: Class 12 contains 8390 members 
Mstep: Class 13 contains 70993 members 
Mstep: Class 14 contains 42143 members 
Mstep: Class 15 contains 238030 members 
Mstep: Class 16 contains 1470 members 
Mstep: Class 17 contains 46460 members 
Mstep: Class 18 contains 86119 members 
Mstep: Class 19 contains 14567 members 
Mstep: Class 20 contains 8501 members 
Mstep: Class 21 contains 4276 members 
Mstep: Class 22 contains 7864 members 
Mstep: Class 23 contains 26476 members 
Mstep: Class 24 contains 1352 members 
Mstep: Class 25 contains 5998 members 
Mstep: Class 26 contains 116949 members 
Mstep: Class 27 contains 35583 members 
Mstep: Class 28 contains 7725 members 
Mstep: Class 29 contains 5464 members 
Mstep: Class 30 contains 4269 members 
Mstep: Class 31 contains 3180 members 
Mstep: Class 32 contains 1164 members 
Mstep: Class 33 contains 9991 members 
Entering Unmasked Estep 
Score: -155640480.000000 Penalty: 115584.085938
Splitting cluster 19 changes total score from -155632352.000000 to -155640480.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 20 (8501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Entering Unmasked Estep 
Score: -951896.437500 Penalty: 2243.888916
	Iteration 0F: 2 clusters Score -951896.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -945152.375000 Penalty: 4487.777832
	Iteration 0F: 3 clusters Score -945152.4 nChanged 3444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -946957.750000 Penalty: 4487.777832
	Iteration 1F: 3 clusters Score -946957.8 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -947206.562500 Penalty: 4487.777832
	Iteration 2F: 3 clusters Score -947206.6 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -947394.312500 Penalty: 4487.777832
	Iteration 3Q: 3 clusters Score -947394.3 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -947539.875000 Penalty: 4487.777832
	Iteration 4Q: 3 clusters Score -947539.9 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -947672.750000 Penalty: 4487.777832
	Iteration 5Q: 3 clusters Score -947672.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -947802.312500 Penalty: 4487.777832
	Iteration 6Q: 3 clusters Score -947802.3 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -947921.000000 Penalty: 4487.777832
	Iteration 7Q: 3 clusters Score -947921 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -948039.937500 Penalty: 4487.777832
	Iteration 8Q: 3 clusters Score -948039.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -948151.312500 Penalty: 4487.777832
	Iteration 9Q: 3 clusters Score -948151.3 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -948275.875000 Penalty: 4487.777832
	Iteration 10Q: 3 clusters Score -948275.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -948395.125000 Penalty: 4487.777832
	Iteration 11Q: 3 clusters Score -948395.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -948516.312500 Penalty: 4487.777832
	Iteration 12Q: 3 clusters Score -948516.3 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -948652.062500 Penalty: 4487.777832
	Iteration 13Q: 3 clusters Score -948652.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -948800.625000 Penalty: 4487.777832
	Iteration 14Q: 3 clusters Score -948800.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -948945.687500 Penalty: 4487.777832
	Iteration 15Q: 3 clusters Score -948945.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -949082.562500 Penalty: 4487.777832
	Iteration 16Q: 3 clusters Score -949082.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -949214.312500 Penalty: 4487.777832
	Iteration 17Q: 3 clusters Score -949214.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -949336.687500 Penalty: 4487.777832
	Iteration 18Q: 3 clusters Score -949336.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -949435.375000 Penalty: 4487.777832
	Iteration 19Q: 3 clusters Score -949435.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -949527.000000 Penalty: 4487.777832
	Iteration 20F: 3 clusters Score -949527 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -949604.500000 Penalty: 4487.777832
	Iteration 21Q: 3 clusters Score -949604.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -949658.562500 Penalty: 4487.777832
	Iteration 22Q: 3 clusters Score -949658.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -949702.250000 Penalty: 4487.777832
	Iteration 23Q: 3 clusters Score -949702.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -949728.562500 Penalty: 4487.777832
	Iteration 24Q: 3 clusters Score -949728.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -949748.437500 Penalty: 4487.777832
	Iteration 25Q: 3 clusters Score -949748.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -949768.437500 Penalty: 4487.777832
	Iteration 26Q: 3 clusters Score -949768.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -949785.437500 Penalty: 4487.777832
	Iteration 27Q: 3 clusters Score -949785.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -949793.250000 Penalty: 4487.777832
	Iteration 28Q: 3 clusters Score -949793.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -949801.750000 Penalty: 4487.777832
	Iteration 29Q: 3 clusters Score -949801.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -949817.812500 Penalty: 4487.777832
	Iteration 30Q: 3 clusters Score -949817.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -949829.812500 Penalty: 4487.777832
	Iteration 31Q: 3 clusters Score -949829.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -949840.625000 Penalty: 4487.777832
	Iteration 32Q: 3 clusters Score -949840.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -949845.062500 Penalty: 4487.777832
	Iteration 33Q: 3 clusters Score -949845.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -949850.500000 Penalty: 4487.777832
	Iteration 34Q: 3 clusters Score -949850.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -949856.125000 Penalty: 4487.777832
	Iteration 35Q: 3 clusters Score -949856.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -949860.812500 Penalty: 4487.777832
	Iteration 36Q: 3 clusters Score -949860.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -949866.000000 Penalty: 4487.777832
	Iteration 37Q: 3 clusters Score -949866 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -949872.125000 Penalty: 4487.777832
	Iteration 38Q: 3 clusters Score -949872.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -949875.062500 Penalty: 4487.777832
	Iteration 39Q: 3 clusters Score -949875.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -949876.687500 Penalty: 4487.777832
	Iteration 40F: 3 clusters Score -949876.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -949878.062500 Penalty: 4487.777832
	Iteration 41Q: 3 clusters Score -949878.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -949881.562500 Penalty: 4487.777832
	Iteration 42Q: 3 clusters Score -949881.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -949883.375000 Penalty: 4487.777832
	Iteration 43Q: 3 clusters Score -949883.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -949883.875000 Penalty: 4487.777832
	Iteration 44Q: 3 clusters Score -949883.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -949888.125000 Penalty: 4487.777832
	Iteration 45Q: 3 clusters Score -949888.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -949891.312500 Penalty: 4487.777832
	Iteration 46Q: 3 clusters Score -949891.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -949894.875000 Penalty: 4487.777832
	Iteration 47Q: 3 clusters Score -949894.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -949899.312500 Penalty: 4487.777832
	Iteration 48Q: 3 clusters Score -949899.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -949902.500000 Penalty: 4487.777832
	Iteration 49Q: 3 clusters Score -949902.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -949902.812500 Penalty: 4487.777832
	Iteration 50Q: 3 clusters Score -949902.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -949903.875000 Penalty: 4487.777832
	Iteration 51Q: 3 clusters Score -949903.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -949903.875000 Penalty: 4487.777832
	Iteration 52F: 3 clusters Score -949903.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Entering Unmasked Estep 
Score: -464520.000000 Penalty: 2073.471680
	Iteration 0F: 2 clusters Score -464520 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -460465.500000 Penalty: 4146.943359
	Iteration 0F: 3 clusters Score -460465.5 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -461510.031250 Penalty: 4146.943359
	Iteration 1F: 3 clusters Score -461510 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -461796.343750 Penalty: 4146.943359
	Iteration 2F: 3 clusters Score -461796.3 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -461986.718750 Penalty: 4146.943359
	Iteration 3F: 3 clusters Score -461986.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -462147.187500 Penalty: 4146.943359
	Iteration 4F: 3 clusters Score -462147.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -462279.468750 Penalty: 4146.943359
	Iteration 5Q: 3 clusters Score -462279.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -462394.406250 Penalty: 4146.943359
	Iteration 6Q: 3 clusters Score -462394.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -462518.500000 Penalty: 4146.943359
	Iteration 7Q: 3 clusters Score -462518.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -462632.625000 Penalty: 4146.943359
	Iteration 8Q: 3 clusters Score -462632.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -462706.468750 Penalty: 4146.943359
	Iteration 9Q: 3 clusters Score -462706.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -462763.187500 Penalty: 4146.943359
	Iteration 10Q: 3 clusters Score -462763.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -462802.312500 Penalty: 4146.943359
	Iteration 11Q: 3 clusters Score -462802.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -462840.593750 Penalty: 4146.943359
	Iteration 12Q: 3 clusters Score -462840.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -462876.812500 Penalty: 4146.943359
	Iteration 13Q: 3 clusters Score -462876.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -462913.718750 Penalty: 4146.943359
	Iteration 14Q: 3 clusters Score -462913.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -462939.218750 Penalty: 4146.943359
	Iteration 15Q: 3 clusters Score -462939.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -462964.843750 Penalty: 4146.943359
	Iteration 16Q: 3 clusters Score -462964.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -462983.000000 Penalty: 4146.943359
	Iteration 17Q: 3 clusters Score -462983 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -462998.531250 Penalty: 4146.943359
	Iteration 18Q: 3 clusters Score -462998.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -463007.562500 Penalty: 4146.943359
	Iteration 19Q: 3 clusters Score -463007.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -463017.218750 Penalty: 4146.943359
	Iteration 20F: 3 clusters Score -463017.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -463022.218750 Penalty: 4146.943359
	Iteration 21Q: 3 clusters Score -463022.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -463028.125000 Penalty: 4146.943359
	Iteration 22Q: 3 clusters Score -463028.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -463034.656250 Penalty: 4146.943359
	Iteration 23Q: 3 clusters Score -463034.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -463038.781250 Penalty: 4146.943359
	Iteration 24Q: 3 clusters Score -463038.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -463043.781250 Penalty: 4146.943359
	Iteration 25Q: 3 clusters Score -463043.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -463048.437500 Penalty: 4146.943359
	Iteration 26Q: 3 clusters Score -463048.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -463052.718750 Penalty: 4146.943359
	Iteration 27Q: 3 clusters Score -463052.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -463058.437500 Penalty: 4146.943359
	Iteration 28Q: 3 clusters Score -463058.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -463060.937500 Penalty: 4146.943359
	Iteration 29Q: 3 clusters Score -463060.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -463063.031250 Penalty: 4146.943359
	Iteration 30Q: 3 clusters Score -463063 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -463064.312500 Penalty: 4146.943359
	Iteration 31Q: 3 clusters Score -463064.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -463065.125000 Penalty: 4146.943359
	Iteration 32Q: 3 clusters Score -463065.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -463065.968750 Penalty: 4146.943359
	Iteration 33Q: 3 clusters Score -463066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -463066.343750 Penalty: 4146.943359
	Iteration 34Q: 3 clusters Score -463066.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -463066.343750 Penalty: 4146.943359
	Iteration 35F: 3 clusters Score -463066.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (26476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26476 members 
Entering Unmasked Estep 
Score: -3086450.750000 Penalty: 2525.630615
	Iteration 0F: 2 clusters Score -3086451 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13156 members 
Mstep: Class 2 contains 13320 members 
Entering Unmasked Estep 
Score: -3068155.000000 Penalty: 5051.261230
	Iteration 0F: 3 clusters Score -3068155 nChanged 11849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12685 members 
Mstep: Class 2 contains 13791 members 
Entering Unmasked Estep 
Score: -3074436.500000 Penalty: 5051.261230
	Iteration 1F: 3 clusters Score -3074436 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 14100 members 
Entering Unmasked Estep 
Score: -3074883.250000 Penalty: 5051.261230
	Iteration 2Q: 3 clusters Score -3074883 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 14492 members 
Entering Unmasked Estep 
Score: -3075315.500000 Penalty: 5051.261230
	Iteration 3Q: 3 clusters Score -3075316 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 15049 members 
Entering Unmasked Estep 
Score: -3075723.000000 Penalty: 5051.261230
	Iteration 4Q: 3 clusters Score -3075723 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 15756 members 
Entering Unmasked Estep 
Score: -3076194.000000 Penalty: 5051.261230
	Iteration 5Q: 3 clusters Score -3076194 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 16700 members 
Entering Unmasked Estep 
Score: -3076800.500000 Penalty: 5051.261230
	Iteration 6Q: 3 clusters Score -3076800 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 17838 members 
Entering Unmasked Estep 
Score: -3077571.000000 Penalty: 5051.261230
	Iteration 7Q: 3 clusters Score -3077571 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 19165 members 
Entering Unmasked Estep 
Score: -3078535.250000 Penalty: 5051.261230
	Iteration 8F: 3 clusters Score -3078535 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 20636 members 
Entering Unmasked Estep 
Score: -3079688.750000 Penalty: 5051.261230
	Iteration 9F: 3 clusters Score -3079689 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 22113 members 
Entering Unmasked Estep 
Score: -3080889.000000 Penalty: 5051.261230
	Iteration 10F: 3 clusters Score -3080889 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 23379 members 
Entering Unmasked Estep 
Score: -3081974.000000 Penalty: 5051.261230
	Iteration 11Q: 3 clusters Score -3081974 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 24367 members 
Entering Unmasked Estep 
Score: -3082822.500000 Penalty: 5051.261230
	Iteration 12Q: 3 clusters Score -3082822 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 25045 members 
Entering Unmasked Estep 
Score: -3083366.000000 Penalty: 5051.261230
	Iteration 13Q: 3 clusters Score -3083366 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 25452 members 
Entering Unmasked Estep 
Score: -3083681.250000 Penalty: 5051.261230
	Iteration 14Q: 3 clusters Score -3083681 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 25690 members 
Entering Unmasked Estep 
Score: -3083856.250000 Penalty: 5051.261230
	Iteration 15Q: 3 clusters Score -3083856 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 25837 members 
Entering Unmasked Estep 
Score: -3083984.750000 Penalty: 5051.261230
	Iteration 16Q: 3 clusters Score -3083985 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 25908 members 
Entering Unmasked Estep 
Score: -3084040.500000 Penalty: 5051.261230
	Iteration 17Q: 3 clusters Score -3084040 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 25961 members 
Entering Unmasked Estep 
Score: -3084086.750000 Penalty: 5051.261230
	Iteration 18Q: 3 clusters Score -3084087 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 25996 members 
Entering Unmasked Estep 
Score: -3084122.000000 Penalty: 5051.261230
	Iteration 19Q: 3 clusters Score -3084122 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 26018 members 
Entering Unmasked Estep 
Score: -3084149.000000 Penalty: 5051.261230
	Iteration 20F: 3 clusters Score -3084149 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 26044 members 
Entering Unmasked Estep 
Score: -3084177.750000 Penalty: 5051.261230
	Iteration 21Q: 3 clusters Score -3084178 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 26066 members 
Entering Unmasked Estep 
Score: -3084207.750000 Penalty: 5051.261230
	Iteration 22Q: 3 clusters Score -3084208 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 26078 members 
Entering Unmasked Estep 
Score: -3084220.000000 Penalty: 5051.261230
	Iteration 23Q: 3 clusters Score -3084220 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 26089 members 
Entering Unmasked Estep 
Score: -3084231.750000 Penalty: 5051.261230
	Iteration 24Q: 3 clusters Score -3084232 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 26096 members 
Entering Unmasked Estep 
Score: -3084244.000000 Penalty: 5051.261230
	Iteration 25Q: 3 clusters Score -3084244 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 26109 members 
Entering Unmasked Estep 
Score: -3084260.000000 Penalty: 5051.261230
	Iteration 26Q: 3 clusters Score -3084260 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 26118 members 
Entering Unmasked Estep 
Score: -3084271.500000 Penalty: 5051.261230
	Iteration 27Q: 3 clusters Score -3084272 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 26121 members 
Entering Unmasked Estep 
Score: -3084277.250000 Penalty: 5051.261230
	Iteration 28Q: 3 clusters Score -3084277 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 26122 members 
Entering Unmasked Estep 
Score: -3084279.250000 Penalty: 5051.261230
	Iteration 29Q: 3 clusters Score -3084279 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 26123 members 
Entering Unmasked Estep 
Score: -3084279.250000 Penalty: 5051.261230
	Iteration 30Q: 3 clusters Score -3084279 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 26122 members 
Entering Unmasked Estep 
Score: -3084282.000000 Penalty: 5051.261230
	Iteration 31Q: 3 clusters Score -3084282 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 26122 members 
Entering Unmasked Estep 
Score: -3084282.000000 Penalty: 5051.261230
	Iteration 32F: 3 clusters Score -3084282 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Entering Unmasked Estep 
Score: -138672.671875 Penalty: 1787.916382
	Iteration 0F: 2 clusters Score -138672.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -136580.343750 Penalty: 3575.832764
	Iteration 0F: 3 clusters Score -136580.3 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -137281.156250 Penalty: 3575.832764
	Iteration 1F: 3 clusters Score -137281.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -137770.687500 Penalty: 3575.832764
	Iteration 2F: 3 clusters Score -137770.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -138349.515625 Penalty: 3575.832764
	Iteration 3F: 3 clusters Score -138349.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -138777.828125 Penalty: 3575.832764
	Iteration 4F: 3 clusters Score -138777.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -139019.109375 Penalty: 3575.832764
	Iteration 5Q: 3 clusters Score -139019.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -139127.343750 Penalty: 3575.832764
	Iteration 6Q: 3 clusters Score -139127.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -139160.093750 Penalty: 3575.832764
	Iteration 7Q: 3 clusters Score -139160.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -139170.875000 Penalty: 3575.832764
	Iteration 8Q: 3 clusters Score -139170.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -139179.468750 Penalty: 3575.832764
	Iteration 9Q: 3 clusters Score -139179.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -139183.687500 Penalty: 3575.832764
	Iteration 10Q: 3 clusters Score -139183.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -139188.515625 Penalty: 3575.832764
	Iteration 11Q: 3 clusters Score -139188.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -139189.750000 Penalty: 3575.832764
	Iteration 12Q: 3 clusters Score -139189.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -139189.750000 Penalty: 3575.832764
	Iteration 13F: 3 clusters Score -139189.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12325 members 
Mstep: Class 2 contains 1308 members 
Mstep: Class 3 contains 5096 members 
Mstep: Class 4 contains 10227 members 
Mstep: Class 5 contains 2410 members 
Mstep: Class 6 contains 3875 members 
Mstep: Class 7 contains 237765 members 
Mstep: Class 8 contains 73672 members 
Mstep: Class 9 contains 44643 members 
Mstep: Class 10 contains 4016 members 
Mstep: Class 11 contains 217941 members 
Mstep: Class 12 contains 8390 members 
Mstep: Class 13 contains 70993 members 
Mstep: Class 14 contains 42143 members 
Mstep: Class 15 contains 238030 members 
Mstep: Class 16 contains 1470 members 
Mstep: Class 17 contains 46460 members 
Mstep: Class 18 contains 86119 members 
Mstep: Class 19 contains 14567 members 
Mstep: Class 20 contains 8501 members 
Mstep: Class 21 contains 4276 members 
Mstep: Class 22 contains 7864 members 
Mstep: Class 23 contains 26476 members 
Mstep: Class 24 contains 641 members 
Mstep: Class 25 contains 5998 members 
Mstep: Class 26 contains 116949 members 
Mstep: Class 27 contains 35583 members 
Mstep: Class 28 contains 7725 members 
Mstep: Class 29 contains 5464 members 
Mstep: Class 30 contains 4269 members 
Mstep: Class 31 contains 3180 members 
Mstep: Class 32 contains 1164 members 
Mstep: Class 33 contains 9991 members 
Mstep: Class 34 contains 711 members 
Entering Unmasked Estep 
Score: -155639040.000000 Penalty: 119086.632812
Splitting cluster 24 changes total score from -155632352.000000 to -155639040.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 25 (5998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Entering Unmasked Estep 
Score: -642698.000000 Penalty: 2157.396973
	Iteration 0F: 2 clusters Score -642698 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -637642.250000 Penalty: 4314.793945
	Iteration 0F: 3 clusters Score -637642.2 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -639055.687500 Penalty: 4314.793945
	Iteration 1F: 3 clusters Score -639055.7 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -639420.437500 Penalty: 4314.793945
	Iteration 2F: 3 clusters Score -639420.4 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -639795.937500 Penalty: 4314.793945
	Iteration 3F: 3 clusters Score -639795.9 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -640141.625000 Penalty: 4314.793945
	Iteration 4F: 3 clusters Score -640141.6 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -640441.687500 Penalty: 4314.793945
	Iteration 5F: 3 clusters Score -640441.7 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -640689.187500 Penalty: 4314.793945
	Iteration 6Q: 3 clusters Score -640689.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -640910.687500 Penalty: 4314.793945
	Iteration 7Q: 3 clusters Score -640910.7 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -641117.187500 Penalty: 4314.793945
	Iteration 8Q: 3 clusters Score -641117.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -641362.000000 Penalty: 4314.793945
	Iteration 9Q: 3 clusters Score -641362 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -641540.437500 Penalty: 4314.793945
	Iteration 10Q: 3 clusters Score -641540.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -641649.187500 Penalty: 4314.793945
	Iteration 11Q: 3 clusters Score -641649.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -641718.250000 Penalty: 4314.793945
	Iteration 12Q: 3 clusters Score -641718.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -641763.437500 Penalty: 4314.793945
	Iteration 13Q: 3 clusters Score -641763.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -641791.375000 Penalty: 4314.793945
	Iteration 14Q: 3 clusters Score -641791.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -641811.812500 Penalty: 4314.793945
	Iteration 15Q: 3 clusters Score -641811.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -641822.375000 Penalty: 4314.793945
	Iteration 16Q: 3 clusters Score -641822.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -641836.000000 Penalty: 4314.793945
	Iteration 17Q: 3 clusters Score -641836 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -641843.625000 Penalty: 4314.793945
	Iteration 18Q: 3 clusters Score -641843.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -641848.687500 Penalty: 4314.793945
	Iteration 19Q: 3 clusters Score -641848.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -641853.562500 Penalty: 4314.793945
	Iteration 20F: 3 clusters Score -641853.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -641856.250000 Penalty: 4314.793945
	Iteration 21Q: 3 clusters Score -641856.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -641856.500000 Penalty: 4314.793945
	Iteration 22Q: 3 clusters Score -641856.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -641859.250000 Penalty: 4314.793945
	Iteration 23Q: 3 clusters Score -641859.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -641861.687500 Penalty: 4314.793945
	Iteration 24Q: 3 clusters Score -641861.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -641865.187500 Penalty: 4314.793945
	Iteration 25Q: 3 clusters Score -641865.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -641866.000000 Penalty: 4314.793945
	Iteration 26Q: 3 clusters Score -641866 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -641867.625000 Penalty: 4314.793945
	Iteration 27Q: 3 clusters Score -641867.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -641869.625000 Penalty: 4314.793945
	Iteration 28Q: 3 clusters Score -641869.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -641870.000000 Penalty: 4314.793945
	Iteration 29Q: 3 clusters Score -641870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -641870.500000 Penalty: 4314.793945
	Iteration 30Q: 3 clusters Score -641870.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -641871.937500 Penalty: 4314.793945
	Iteration 31Q: 3 clusters Score -641871.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -641872.375000 Penalty: 4314.793945
	Iteration 32Q: 3 clusters Score -641872.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -641871.812500 Penalty: 4314.793945
	Iteration 33Q: 3 clusters Score -641871.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -641873.312500 Penalty: 4314.793945
	Iteration 34Q: 3 clusters Score -641873.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -641872.312500 Penalty: 4314.793945
	Iteration 35Q: 3 clusters Score -641872.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -641874.750000 Penalty: 4314.793945
	Iteration 36Q: 3 clusters Score -641874.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -641876.562500 Penalty: 4314.793945
	Iteration 37Q: 3 clusters Score -641876.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -641877.812500 Penalty: 4314.793945
	Iteration 38Q: 3 clusters Score -641877.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -641877.187500 Penalty: 4314.793945
	Iteration 39Q: 3 clusters Score -641877.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -641877.187500 Penalty: 4314.793945
	Iteration 40F: 3 clusters Score -641877.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (116949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116949 members 
Entering Unmasked Estep 
Score: -13908205.000000 Penalty: 2894.034424
	Iteration 0F: 2 clusters Score -1.39082e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58630 members 
Mstep: Class 2 contains 58319 members 
Entering Unmasked Estep 
Score: -13830022.000000 Penalty: 5788.068848
	Iteration 0F: 3 clusters Score -1.383002e+07 nChanged 55554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60044 members 
Mstep: Class 2 contains 56905 members 
Entering Unmasked Estep 
Score: -13862204.000000 Penalty: 5788.068848
	Iteration 1F: 3 clusters Score -1.38622e+07 nChanged 3589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60781 members 
Mstep: Class 2 contains 56168 members 
Entering Unmasked Estep 
Score: -13863099.000000 Penalty: 5788.068848
	Iteration 2Q: 3 clusters Score -1.38631e+07 nChanged 3805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61834 members 
Mstep: Class 2 contains 55115 members 
Entering Unmasked Estep 
Score: -13864236.000000 Penalty: 5788.068848
	Iteration 3Q: 3 clusters Score -1.386424e+07 nChanged 4144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63218 members 
Mstep: Class 2 contains 53731 members 
Entering Unmasked Estep 
Score: -13865777.000000 Penalty: 5788.068848
	Iteration 4Q: 3 clusters Score -1.386578e+07 nChanged 4830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65094 members 
Mstep: Class 2 contains 51855 members 
Entering Unmasked Estep 
Score: -13867976.000000 Penalty: 5788.068848
	Iteration 5Q: 3 clusters Score -1.386798e+07 nChanged 5359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67313 members 
Mstep: Class 2 contains 49636 members 
Entering Unmasked Estep 
Score: -13870837.000000 Penalty: 5788.068848
	Iteration 6Q: 3 clusters Score -1.387084e+07 nChanged 6033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70022 members 
Mstep: Class 2 contains 46927 members 
Entering Unmasked Estep 
Score: -13874468.000000 Penalty: 5788.068848
	Iteration 7F: 3 clusters Score -1.387447e+07 nChanged 6337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73087 members 
Mstep: Class 2 contains 43862 members 
Entering Unmasked Estep 
Score: -13878127.000000 Penalty: 5788.068848
	Iteration 8F: 3 clusters Score -1.387813e+07 nChanged 6110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76455 members 
Mstep: Class 2 contains 40494 members 
Entering Unmasked Estep 
Score: -13881661.000000 Penalty: 5788.068848
	Iteration 9F: 3 clusters Score -1.388166e+07 nChanged 5506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80065 members 
Mstep: Class 2 contains 36884 members 
Entering Unmasked Estep 
Score: -13884475.000000 Penalty: 5788.068848
	Iteration 10Q: 3 clusters Score -1.388448e+07 nChanged 4930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83901 members 
Mstep: Class 2 contains 33048 members 
Entering Unmasked Estep 
Score: -13886911.000000 Penalty: 5788.068848
	Iteration 11Q: 3 clusters Score -1.388691e+07 nChanged 4538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87973 members 
Mstep: Class 2 contains 28976 members 
Entering Unmasked Estep 
Score: -13889278.000000 Penalty: 5788.068848
	Iteration 12Q: 3 clusters Score -1.388928e+07 nChanged 4426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92213 members 
Mstep: Class 2 contains 24736 members 
Entering Unmasked Estep 
Score: -13891686.000000 Penalty: 5788.068848
	Iteration 13Q: 3 clusters Score -1.389169e+07 nChanged 4387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96534 members 
Mstep: Class 2 contains 20415 members 
Entering Unmasked Estep 
Score: -13894082.000000 Penalty: 5788.068848
	Iteration 14Q: 3 clusters Score -1.389408e+07 nChanged 4166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100690 members 
Mstep: Class 2 contains 16259 members 
Entering Unmasked Estep 
Score: -13896481.000000 Penalty: 5788.068848
	Iteration 15Q: 3 clusters Score -1.389648e+07 nChanged 3822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104508 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
Score: -13898792.000000 Penalty: 5788.068848
	Iteration 16Q: 3 clusters Score -1.389879e+07 nChanged 3297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107805 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -13900768.000000 Penalty: 5788.068848
	Iteration 17Q: 3 clusters Score -1.390077e+07 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110399 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -13902378.000000 Penalty: 5788.068848
	Iteration 18Q: 3 clusters Score -1.390238e+07 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112350 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -13903517.000000 Penalty: 5788.068848
	Iteration 19Q: 3 clusters Score -1.390352e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113682 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -13904356.000000 Penalty: 5788.068848
	Iteration 20F: 3 clusters Score -1.390436e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114493 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -13904856.000000 Penalty: 5788.068848
	Iteration 21Q: 3 clusters Score -1.390486e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115008 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -13905182.000000 Penalty: 5788.068848
	Iteration 22Q: 3 clusters Score -1.390518e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115329 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -13905352.000000 Penalty: 5788.068848
	Iteration 23Q: 3 clusters Score -1.390535e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115539 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -13905478.000000 Penalty: 5788.068848
	Iteration 24Q: 3 clusters Score -1.390548e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115680 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -13905547.000000 Penalty: 5788.068848
	Iteration 25Q: 3 clusters Score -1.390555e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115786 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -13905617.000000 Penalty: 5788.068848
	Iteration 26Q: 3 clusters Score -1.390562e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115862 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -13905689.000000 Penalty: 5788.068848
	Iteration 27Q: 3 clusters Score -1.390569e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115929 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -13905723.000000 Penalty: 5788.068848
	Iteration 28Q: 3 clusters Score -1.390572e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115971 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -13905743.000000 Penalty: 5788.068848
	Iteration 29Q: 3 clusters Score -1.390574e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116001 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -13905759.000000 Penalty: 5788.068848
	Iteration 30Q: 3 clusters Score -1.390576e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116028 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -13905777.000000 Penalty: 5788.068848
	Iteration 31Q: 3 clusters Score -1.390578e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116046 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -13905804.000000 Penalty: 5788.068848
	Iteration 32Q: 3 clusters Score -1.39058e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116066 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -13905814.000000 Penalty: 5788.068848
	Iteration 33Q: 3 clusters Score -1.390581e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116082 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -13905834.000000 Penalty: 5788.068848
	Iteration 34Q: 3 clusters Score -1.390583e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116099 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -13905843.000000 Penalty: 5788.068848
	Iteration 35Q: 3 clusters Score -1.390584e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116109 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -13905851.000000 Penalty: 5788.068848
	Iteration 36Q: 3 clusters Score -1.390585e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116120 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -13905869.000000 Penalty: 5788.068848
	Iteration 37Q: 3 clusters Score -1.390587e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116128 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -13905867.000000 Penalty: 5788.068848
	Iteration 38Q: 3 clusters Score -1.390587e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116134 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -13905869.000000 Penalty: 5788.068848
	Iteration 39Q: 3 clusters Score -1.390587e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116142 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -13905881.000000 Penalty: 5788.068848
	Iteration 40F: 3 clusters Score -1.390588e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116144 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -13905880.000000 Penalty: 5788.068848
	Iteration 41Q: 3 clusters Score -1.390588e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116148 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -13905876.000000 Penalty: 5788.068848
	Iteration 42Q: 3 clusters Score -1.390588e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116152 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -13905873.000000 Penalty: 5788.068848
	Iteration 43Q: 3 clusters Score -1.390587e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116158 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -13905877.000000 Penalty: 5788.068848
	Iteration 44Q: 3 clusters Score -1.390588e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116161 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -13905885.000000 Penalty: 5788.068848
	Iteration 45Q: 3 clusters Score -1.390588e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116167 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -13905889.000000 Penalty: 5788.068848
	Iteration 46Q: 3 clusters Score -1.390589e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116170 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -13905882.000000 Penalty: 5788.068848
	Iteration 47Q: 3 clusters Score -1.390588e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116173 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -13905881.000000 Penalty: 5788.068848
	Iteration 48Q: 3 clusters Score -1.390588e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116175 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -13905883.000000 Penalty: 5788.068848
	Iteration 49Q: 3 clusters Score -1.390588e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116175 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -13905891.000000 Penalty: 5788.068848
	Iteration 50Q: 3 clusters Score -1.390589e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116177 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -13905893.000000 Penalty: 5788.068848
	Iteration 51Q: 3 clusters Score -1.390589e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116179 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -13905892.000000 Penalty: 5788.068848
	Iteration 52Q: 3 clusters Score -1.390589e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116180 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -13905890.000000 Penalty: 5788.068848
	Iteration 53Q: 3 clusters Score -1.390589e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116180 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -13905890.000000 Penalty: 5788.068848
	Iteration 54F: 3 clusters Score -1.390589e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (35583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35583 members 
Entering Unmasked Estep 
Score: -3913527.750000 Penalty: 2598.946533
	Iteration 0F: 2 clusters Score -3913528 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17980 members 
Mstep: Class 2 contains 17603 members 
Entering Unmasked Estep 
Score: -3889449.750000 Penalty: 5197.893066
	Iteration 0F: 3 clusters Score -3889450 nChanged 16126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19190 members 
Mstep: Class 2 contains 16393 members 
Entering Unmasked Estep 
Score: -3898591.250000 Penalty: 5197.893066
	Iteration 1F: 3 clusters Score -3898591 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19865 members 
Mstep: Class 2 contains 15718 members 
Entering Unmasked Estep 
Score: -3899309.750000 Penalty: 5197.893066
	Iteration 2F: 3 clusters Score -3899310 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20748 members 
Mstep: Class 2 contains 14835 members 
Entering Unmasked Estep 
Score: -3900120.000000 Penalty: 5197.893066
	Iteration 3F: 3 clusters Score -3900120 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21948 members 
Mstep: Class 2 contains 13635 members 
Entering Unmasked Estep 
Score: -3901125.750000 Penalty: 5197.893066
	Iteration 4F: 3 clusters Score -3901126 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23513 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -3902393.000000 Penalty: 5197.893066
	Iteration 5F: 3 clusters Score -3902393 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25371 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -3903899.500000 Penalty: 5197.893066
	Iteration 6F: 3 clusters Score -3903900 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27320 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -3905558.750000 Penalty: 5197.893066
	Iteration 7F: 3 clusters Score -3905559 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29208 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -3907159.750000 Penalty: 5197.893066
	Iteration 8F: 3 clusters Score -3907160 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30767 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -3908519.500000 Penalty: 5197.893066
	Iteration 9Q: 3 clusters Score -3908520 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31947 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -3909545.750000 Penalty: 5197.893066
	Iteration 10Q: 3 clusters Score -3909546 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32789 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -3910247.000000 Penalty: 5197.893066
	Iteration 11Q: 3 clusters Score -3910247 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33327 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -3910683.000000 Penalty: 5197.893066
	Iteration 12Q: 3 clusters Score -3910683 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33690 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -3910999.750000 Penalty: 5197.893066
	Iteration 13Q: 3 clusters Score -3911000 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33932 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -3911195.750000 Penalty: 5197.893066
	Iteration 14Q: 3 clusters Score -3911196 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34084 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -3911307.250000 Penalty: 5197.893066
	Iteration 15Q: 3 clusters Score -3911307 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34211 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -3911407.750000 Penalty: 5197.893066
	Iteration 16Q: 3 clusters Score -3911408 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34305 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -3911486.750000 Penalty: 5197.893066
	Iteration 17Q: 3 clusters Score -3911487 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34382 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -3911538.500000 Penalty: 5197.893066
	Iteration 18Q: 3 clusters Score -3911538 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34421 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -3911563.000000 Penalty: 5197.893066
	Iteration 19Q: 3 clusters Score -3911563 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34458 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -3911600.500000 Penalty: 5197.893066
	Iteration 20F: 3 clusters Score -3911600 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34495 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -3911620.750000 Penalty: 5197.893066
	Iteration 21Q: 3 clusters Score -3911621 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34529 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -3911637.500000 Penalty: 5197.893066
	Iteration 22Q: 3 clusters Score -3911638 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34555 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -3911659.250000 Penalty: 5197.893066
	Iteration 23Q: 3 clusters Score -3911659 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34583 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -3911678.500000 Penalty: 5197.893066
	Iteration 24Q: 3 clusters Score -3911678 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34607 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -3911699.000000 Penalty: 5197.893066
	Iteration 25Q: 3 clusters Score -3911699 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34630 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -3911707.500000 Penalty: 5197.893066
	Iteration 26Q: 3 clusters Score -3911708 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34640 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -3911724.250000 Penalty: 5197.893066
	Iteration 27Q: 3 clusters Score -3911724 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34648 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -3911731.500000 Penalty: 5197.893066
	Iteration 28Q: 3 clusters Score -3911732 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34655 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -3911732.000000 Penalty: 5197.893066
	Iteration 29Q: 3 clusters Score -3911732 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34659 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -3911735.250000 Penalty: 5197.893066
	Iteration 30Q: 3 clusters Score -3911735 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34660 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -3911737.250000 Penalty: 5197.893066
	Iteration 31Q: 3 clusters Score -3911737 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34660 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -3911735.750000 Penalty: 5197.893066
	Iteration 32Q: 3 clusters Score -3911736 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34660 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -3911735.750000 Penalty: 5197.893066
	Iteration 33F: 3 clusters Score -3911736 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (7725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Entering Unmasked Estep 
Score: -869990.812500 Penalty: 2220.149902
	Iteration 0F: 2 clusters Score -869990.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -864025.750000 Penalty: 4440.299805
	Iteration 0F: 3 clusters Score -864025.8 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -866594.625000 Penalty: 4440.299805
	Iteration 1F: 3 clusters Score -866594.6 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -867582.375000 Penalty: 4440.299805
	Iteration 2F: 3 clusters Score -867582.4 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -868348.250000 Penalty: 4440.299805
	Iteration 3F: 3 clusters Score -868348.2 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -868918.000000 Penalty: 4440.299805
	Iteration 4F: 3 clusters Score -868918 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -869319.187500 Penalty: 4440.299805
	Iteration 5F: 3 clusters Score -869319.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -869589.937500 Penalty: 4440.299805
	Iteration 6Q: 3 clusters Score -869589.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -869770.375000 Penalty: 4440.299805
	Iteration 7Q: 3 clusters Score -869770.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -869873.312500 Penalty: 4440.299805
	Iteration 8Q: 3 clusters Score -869873.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -869944.687500 Penalty: 4440.299805
	Iteration 9Q: 3 clusters Score -869944.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -870000.250000 Penalty: 4440.299805
	Iteration 10Q: 3 clusters Score -870000.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -870041.187500 Penalty: 4440.299805
	Iteration 11Q: 3 clusters Score -870041.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -870061.875000 Penalty: 4440.299805
	Iteration 12Q: 3 clusters Score -870061.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -870074.500000 Penalty: 4440.299805
	Iteration 13Q: 3 clusters Score -870074.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -870089.312500 Penalty: 4440.299805
	Iteration 14Q: 3 clusters Score -870089.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -870113.125000 Penalty: 4440.299805
	Iteration 15Q: 3 clusters Score -870113.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -870130.250000 Penalty: 4440.299805
	Iteration 16Q: 3 clusters Score -870130.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -870137.187500 Penalty: 4440.299805
	Iteration 17Q: 3 clusters Score -870137.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -870144.937500 Penalty: 4440.299805
	Iteration 18Q: 3 clusters Score -870144.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -870151.000000 Penalty: 4440.299805
	Iteration 19Q: 3 clusters Score -870151 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -870156.187500 Penalty: 4440.299805
	Iteration 20F: 3 clusters Score -870156.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -870161.250000 Penalty: 4440.299805
	Iteration 21Q: 3 clusters Score -870161.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -870161.250000 Penalty: 4440.299805
	Iteration 22F: 3 clusters Score -870161.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12325 members 
Mstep: Class 2 contains 1308 members 
Mstep: Class 3 contains 5096 members 
Mstep: Class 4 contains 10227 members 
Mstep: Class 5 contains 2410 members 
Mstep: Class 6 contains 3875 members 
Mstep: Class 7 contains 237765 members 
Mstep: Class 8 contains 73672 members 
Mstep: Class 9 contains 44643 members 
Mstep: Class 10 contains 4016 members 
Mstep: Class 11 contains 217941 members 
Mstep: Class 12 contains 8390 members 
Mstep: Class 13 contains 70993 members 
Mstep: Class 14 contains 42143 members 
Mstep: Class 15 contains 238030 members 
Mstep: Class 16 contains 1470 members 
Mstep: Class 17 contains 46460 members 
Mstep: Class 18 contains 86119 members 
Mstep: Class 19 contains 14567 members 
Mstep: Class 20 contains 8501 members 
Mstep: Class 21 contains 4276 members 
Mstep: Class 22 contains 7864 members 
Mstep: Class 23 contains 26476 members 
Mstep: Class 24 contains 641 members 
Mstep: Class 25 contains 5998 members 
Mstep: Class 26 contains 116949 members 
Mstep: Class 27 contains 35583 members 
Mstep: Class 28 contains 384 members 
Mstep: Class 29 contains 5464 members 
Mstep: Class 30 contains 4269 members 
Mstep: Class 31 contains 3180 members 
Mstep: Class 32 contains 1164 members 
Mstep: Class 33 contains 9991 members 
Mstep: Class 34 contains 711 members 
Mstep: Class 35 contains 7341 members 
Entering Unmasked Estep 
Score: -155637664.000000 Penalty: 122589.179688
Splitting cluster 28 changes total score from -155632352.000000 to -155637664.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 29 (5464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Entering Unmasked Estep 
Score: -597966.312500 Penalty: 2134.272217
	Iteration 0F: 2 clusters Score -597966.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -593210.500000 Penalty: 4268.544434
	Iteration 0F: 3 clusters Score -593210.5 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -594363.062500 Penalty: 4268.544434
	Iteration 1F: 3 clusters Score -594363.1 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -594681.062500 Penalty: 4268.544434
	Iteration 2F: 3 clusters Score -594681.1 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -594979.562500 Penalty: 4268.544434
	Iteration 3F: 3 clusters Score -594979.6 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -595281.437500 Penalty: 4268.544434
	Iteration 4F: 3 clusters Score -595281.4 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -595612.000000 Penalty: 4268.544434
	Iteration 5F: 3 clusters Score -595612 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -595969.250000 Penalty: 4268.544434
	Iteration 6F: 3 clusters Score -595969.2 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -596282.312500 Penalty: 4268.544434
	Iteration 7F: 3 clusters Score -596282.3 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -596464.937500 Penalty: 4268.544434
	Iteration 8Q: 3 clusters Score -596464.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -596597.000000 Penalty: 4268.544434
	Iteration 9Q: 3 clusters Score -596597 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -596707.875000 Penalty: 4268.544434
	Iteration 10Q: 3 clusters Score -596707.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -596817.437500 Penalty: 4268.544434
	Iteration 11Q: 3 clusters Score -596817.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -596915.500000 Penalty: 4268.544434
	Iteration 12Q: 3 clusters Score -596915.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -596988.875000 Penalty: 4268.544434
	Iteration 13Q: 3 clusters Score -596988.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -597053.687500 Penalty: 4268.544434
	Iteration 14Q: 3 clusters Score -597053.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -597109.562500 Penalty: 4268.544434
	Iteration 15Q: 3 clusters Score -597109.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -597154.125000 Penalty: 4268.544434
	Iteration 16Q: 3 clusters Score -597154.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -597194.875000 Penalty: 4268.544434
	Iteration 17Q: 3 clusters Score -597194.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -597232.687500 Penalty: 4268.544434
	Iteration 18Q: 3 clusters Score -597232.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -597286.875000 Penalty: 4268.544434
	Iteration 19Q: 3 clusters Score -597286.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -597357.437500 Penalty: 4268.544434
	Iteration 20F: 3 clusters Score -597357.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -597438.937500 Penalty: 4268.544434
	Iteration 21Q: 3 clusters Score -597438.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -597520.250000 Penalty: 4268.544434
	Iteration 22Q: 3 clusters Score -597520.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -597602.812500 Penalty: 4268.544434
	Iteration 23Q: 3 clusters Score -597602.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -597678.687500 Penalty: 4268.544434
	Iteration 24Q: 3 clusters Score -597678.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -597754.875000 Penalty: 4268.544434
	Iteration 25Q: 3 clusters Score -597754.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -597783.187500 Penalty: 4268.544434
	Iteration 26Q: 3 clusters Score -597783.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -597794.687500 Penalty: 4268.544434
	Iteration 27Q: 3 clusters Score -597794.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -597802.125000 Penalty: 4268.544434
	Iteration 28Q: 3 clusters Score -597802.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -597823.625000 Penalty: 4268.544434
	Iteration 29Q: 3 clusters Score -597823.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -597831.750000 Penalty: 4268.544434
	Iteration 30Q: 3 clusters Score -597831.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -597836.500000 Penalty: 4268.544434
	Iteration 31Q: 3 clusters Score -597836.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -597839.062500 Penalty: 4268.544434
	Iteration 32Q: 3 clusters Score -597839.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -597841.812500 Penalty: 4268.544434
	Iteration 33Q: 3 clusters Score -597841.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -597840.562500 Penalty: 4268.544434
	Iteration 34Q: 3 clusters Score -597840.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -597841.625000 Penalty: 4268.544434
	Iteration 35Q: 3 clusters Score -597841.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -597841.625000 Penalty: 4268.544434
	Iteration 36F: 3 clusters Score -597841.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (4269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Entering Unmasked Estep 
Score: -496668.406250 Penalty: 2073.065430
	Iteration 0F: 2 clusters Score -496668.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -492616.031250 Penalty: 4146.130859
	Iteration 0F: 3 clusters Score -492616 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -493537.562500 Penalty: 4146.130859
	Iteration 1F: 3 clusters Score -493537.6 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -493796.093750 Penalty: 4146.130859
	Iteration 2F: 3 clusters Score -493796.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -493950.812500 Penalty: 4146.130859
	Iteration 3F: 3 clusters Score -493950.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -494050.531250 Penalty: 4146.130859
	Iteration 4Q: 3 clusters Score -494050.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -494124.656250 Penalty: 4146.130859
	Iteration 5Q: 3 clusters Score -494124.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -494197.437500 Penalty: 4146.130859
	Iteration 6Q: 3 clusters Score -494197.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -494258.906250 Penalty: 4146.130859
	Iteration 7Q: 3 clusters Score -494258.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -494354.156250 Penalty: 4146.130859
	Iteration 8Q: 3 clusters Score -494354.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -494442.593750 Penalty: 4146.130859
	Iteration 9Q: 3 clusters Score -494442.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -494545.625000 Penalty: 4146.130859
	Iteration 10Q: 3 clusters Score -494545.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -494671.312500 Penalty: 4146.130859
	Iteration 11Q: 3 clusters Score -494671.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -494807.218750 Penalty: 4146.130859
	Iteration 12Q: 3 clusters Score -494807.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -494911.593750 Penalty: 4146.130859
	Iteration 13Q: 3 clusters Score -494911.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -494999.750000 Penalty: 4146.130859
	Iteration 14Q: 3 clusters Score -494999.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -495076.875000 Penalty: 4146.130859
	Iteration 15Q: 3 clusters Score -495076.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -495133.906250 Penalty: 4146.130859
	Iteration 16Q: 3 clusters Score -495133.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -495173.093750 Penalty: 4146.130859
	Iteration 17Q: 3 clusters Score -495173.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -495199.125000 Penalty: 4146.130859
	Iteration 18Q: 3 clusters Score -495199.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -495223.562500 Penalty: 4146.130859
	Iteration 19Q: 3 clusters Score -495223.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -495250.031250 Penalty: 4146.130859
	Iteration 20F: 3 clusters Score -495250 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -495269.281250 Penalty: 4146.130859
	Iteration 21Q: 3 clusters Score -495269.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -495298.250000 Penalty: 4146.130859
	Iteration 22Q: 3 clusters Score -495298.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -495314.343750 Penalty: 4146.130859
	Iteration 23Q: 3 clusters Score -495314.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -495338.156250 Penalty: 4146.130859
	Iteration 24Q: 3 clusters Score -495338.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -495364.781250 Penalty: 4146.130859
	Iteration 25Q: 3 clusters Score -495364.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -495379.218750 Penalty: 4146.130859
	Iteration 26Q: 3 clusters Score -495379.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -495384.906250 Penalty: 4146.130859
	Iteration 27Q: 3 clusters Score -495384.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -495391.250000 Penalty: 4146.130859
	Iteration 28Q: 3 clusters Score -495391.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -495398.187500 Penalty: 4146.130859
	Iteration 29Q: 3 clusters Score -495398.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -495410.718750 Penalty: 4146.130859
	Iteration 30Q: 3 clusters Score -495410.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -495423.406250 Penalty: 4146.130859
	Iteration 31Q: 3 clusters Score -495423.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -495434.406250 Penalty: 4146.130859
	Iteration 32Q: 3 clusters Score -495434.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -495451.312500 Penalty: 4146.130859
	Iteration 33Q: 3 clusters Score -495451.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -495475.312500 Penalty: 4146.130859
	Iteration 34Q: 3 clusters Score -495475.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -495494.781250 Penalty: 4146.130859
	Iteration 35Q: 3 clusters Score -495494.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -495504.625000 Penalty: 4146.130859
	Iteration 36Q: 3 clusters Score -495504.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -495516.093750 Penalty: 4146.130859
	Iteration 37Q: 3 clusters Score -495516.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -495520.000000 Penalty: 4146.130859
	Iteration 38Q: 3 clusters Score -495520 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -495523.812500 Penalty: 4146.130859
	Iteration 39Q: 3 clusters Score -495523.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -495530.250000 Penalty: 4146.130859
	Iteration 40F: 3 clusters Score -495530.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -495534.218750 Penalty: 4146.130859
	Iteration 41Q: 3 clusters Score -495534.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -495540.906250 Penalty: 4146.130859
	Iteration 42Q: 3 clusters Score -495540.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -495546.906250 Penalty: 4146.130859
	Iteration 43Q: 3 clusters Score -495546.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -495556.906250 Penalty: 4146.130859
	Iteration 44Q: 3 clusters Score -495556.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -495559.562500 Penalty: 4146.130859
	Iteration 45Q: 3 clusters Score -495559.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -495561.000000 Penalty: 4146.130859
	Iteration 46Q: 3 clusters Score -495561 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -495561.750000 Penalty: 4146.130859
	Iteration 47Q: 3 clusters Score -495561.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -495562.406250 Penalty: 4146.130859
	Iteration 48Q: 3 clusters Score -495562.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -495562.406250 Penalty: 4146.130859
	Iteration 49F: 3 clusters Score -495562.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (3180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Entering Unmasked Estep 
Score: -328048.375000 Penalty: 2000.029785
	Iteration 0F: 2 clusters Score -328048.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -324642.812500 Penalty: 4000.059570
	Iteration 0F: 3 clusters Score -324642.8 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -325383.718750 Penalty: 4000.059570
	Iteration 1F: 3 clusters Score -325383.7 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -325661.468750 Penalty: 4000.059570
	Iteration 2F: 3 clusters Score -325661.5 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -325877.656250 Penalty: 4000.059570
	Iteration 3F: 3 clusters Score -325877.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -326001.250000 Penalty: 4000.059570
	Iteration 4Q: 3 clusters Score -326001.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -326101.687500 Penalty: 4000.059570
	Iteration 5Q: 3 clusters Score -326101.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -326182.218750 Penalty: 4000.059570
	Iteration 6Q: 3 clusters Score -326182.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -326237.281250 Penalty: 4000.059570
	Iteration 7Q: 3 clusters Score -326237.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -326281.875000 Penalty: 4000.059570
	Iteration 8Q: 3 clusters Score -326281.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -326318.687500 Penalty: 4000.059570
	Iteration 9Q: 3 clusters Score -326318.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -326337.906250 Penalty: 4000.059570
	Iteration 10Q: 3 clusters Score -326337.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -326358.250000 Penalty: 4000.059570
	Iteration 11Q: 3 clusters Score -326358.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -326375.156250 Penalty: 4000.059570
	Iteration 12Q: 3 clusters Score -326375.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -326394.656250 Penalty: 4000.059570
	Iteration 13Q: 3 clusters Score -326394.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -326411.500000 Penalty: 4000.059570
	Iteration 14Q: 3 clusters Score -326411.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -326423.406250 Penalty: 4000.059570
	Iteration 15Q: 3 clusters Score -326423.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -326435.843750 Penalty: 4000.059570
	Iteration 16Q: 3 clusters Score -326435.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -326445.843750 Penalty: 4000.059570
	Iteration 17Q: 3 clusters Score -326445.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -326452.531250 Penalty: 4000.059570
	Iteration 18Q: 3 clusters Score -326452.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -326457.312500 Penalty: 4000.059570
	Iteration 19Q: 3 clusters Score -326457.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -326460.250000 Penalty: 4000.059570
	Iteration 20F: 3 clusters Score -326460.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -326463.937500 Penalty: 4000.059570
	Iteration 21Q: 3 clusters Score -326463.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -326467.343750 Penalty: 4000.059570
	Iteration 22Q: 3 clusters Score -326467.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -326471.937500 Penalty: 4000.059570
	Iteration 23Q: 3 clusters Score -326471.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -326473.875000 Penalty: 4000.059570
	Iteration 24Q: 3 clusters Score -326473.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -326476.875000 Penalty: 4000.059570
	Iteration 25Q: 3 clusters Score -326476.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -326478.250000 Penalty: 4000.059570
	Iteration 26Q: 3 clusters Score -326478.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -326478.531250 Penalty: 4000.059570
	Iteration 27Q: 3 clusters Score -326478.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -326479.000000 Penalty: 4000.059570
	Iteration 28Q: 3 clusters Score -326479 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -326479.375000 Penalty: 4000.059570
	Iteration 29Q: 3 clusters Score -326479.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -326479.875000 Penalty: 4000.059570
	Iteration 30Q: 3 clusters Score -326479.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -326481.500000 Penalty: 4000.059570
	Iteration 31Q: 3 clusters Score -326481.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -326483.593750 Penalty: 4000.059570
	Iteration 32Q: 3 clusters Score -326483.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -326483.906250 Penalty: 4000.059570
	Iteration 33Q: 3 clusters Score -326483.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -326483.906250 Penalty: 4000.059570
	Iteration 34F: 3 clusters Score -326483.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12325 members 
Mstep: Class 2 contains 1308 members 
Mstep: Class 3 contains 5096 members 
Mstep: Class 4 contains 10227 members 
Mstep: Class 5 contains 2410 members 
Mstep: Class 6 contains 3875 members 
Mstep: Class 7 contains 237765 members 
Mstep: Class 8 contains 73672 members 
Mstep: Class 9 contains 44643 members 
Mstep: Class 10 contains 4016 members 
Mstep: Class 11 contains 217941 members 
Mstep: Class 12 contains 8390 members 
Mstep: Class 13 contains 70993 members 
Mstep: Class 14 contains 42143 members 
Mstep: Class 15 contains 238030 members 
Mstep: Class 16 contains 1470 members 
Mstep: Class 17 contains 46460 members 
Mstep: Class 18 contains 86119 members 
Mstep: Class 19 contains 14567 members 
Mstep: Class 20 contains 8501 members 
Mstep: Class 21 contains 4276 members 
Mstep: Class 23 contains 26476 members 
Mstep: Class 24 contains 641 members 
Mstep: Class 25 contains 5998 members 
Mstep: Class 26 contains 116949 members 
Mstep: Class 27 contains 35583 members 
Mstep: Class 28 contains 384 members 
Mstep: Class 29 contains 5464 members 
Mstep: Class 30 contains 4269 members 
Mstep: Class 31 contains 3180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 24. Lose 3404.393799 but Gain 3502.546875
Score: -155642496.000000 Penalty: 119086.632812
Iteration 79Q: 35 clusters Score -1.556425e+08 nChanged 8228
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12653 members 
Mstep: Class 2 contains 1311 members 
Mstep: Class 3 contains 5093 members 
Mstep: Class 4 contains 10236 members 
Mstep: Class 5 contains 2427 members 
Mstep: Class 6 contains 3880 members 
Mstep: Class 7 contains 237760 members 
Mstep: Class 8 contains 73786 members 
Mstep: Class 9 contains 44751 members 
Mstep: Class 10 contains 3998 members 
Mstep: Class 11 contains 217263 members 
Mstep: Class 12 contains 8398 members 
Mstep: Class 13 contains 71276 members 
Mstep: Class 14 contains 42145 members 
Mstep: Class 15 contains 238807 members 
Mstep: Class 16 contains 1518 members 
Mstep: Class 17 contains 46495 members 
Mstep: Class 18 contains 85936 members 
Mstep: Class 19 contains 15640 members 
Mstep: Class 20 contains 8504 members 
Mstep: Class 21 contains 4274 members 
Mstep: Class 22 contains 7276 members 
Mstep: Class 23 contains 26479 members 
Mstep: Class 25 contains 5948 members 
Mstep: Class 26 contains 117303 members 
Mstep: Class 27 contains 35754 members 
Mstep: Class 28 contains 395 members 
Mstep: Class 29 contains 5475 members 
Mstep: Class 30 contains 4272 members 
Mstep: Class 31 contains 3182 members 
Mstep: Class 32 contains 1161 members 
Mstep: Class 33 contains 8880 members 
Mstep: Class 34 contains 691 members 
Mstep: Class 35 contains 7275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155647456.000000 Penalty: 119086.632812
Iteration 80F: 35 clusters Score -1.556475e+08 nChanged 7571
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 1298 members 
Mstep: Class 3 contains 5078 members 
Mstep: Class 4 contains 10223 members 
Mstep: Class 5 contains 2441 members 
Mstep: Class 6 contains 3887 members 
Mstep: Class 7 contains 237834 members 
Mstep: Class 8 contains 73824 members 
Mstep: Class 9 contains 44678 members 
Mstep: Class 10 contains 3984 members 
Mstep: Class 11 contains 216761 members 
Mstep: Class 12 contains 8377 members 
Mstep: Class 13 contains 70778 members 
Mstep: Class 14 contains 42160 members 
Mstep: Class 15 contains 237287 members 
Mstep: Class 16 contains 1526 members 
Mstep: Class 17 contains 46263 members 
Mstep: Class 18 contains 85764 members 
Mstep: Class 19 contains 16364 members 
Mstep: Class 20 contains 8510 members 
Mstep: Class 21 contains 4269 members 
Mstep: Class 22 contains 8429 members 
Mstep: Class 23 contains 26504 members 
Mstep: Class 25 contains 5862 members 
Mstep: Class 26 contains 117446 members 
Mstep: Class 27 contains 35875 members 
Mstep: Class 28 contains 400 members 
Mstep: Class 29 contains 5476 members 
Mstep: Class 30 contains 4255 members 
Mstep: Class 31 contains 3173 members 
Mstep: Class 32 contains 1162 members 
Mstep: Class 33 contains 9188 members 
Mstep: Class 34 contains 841 members 
Mstep: Class 35 contains 7547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155650000.000000 Penalty: 119086.632812
Iteration 81Q: 35 clusters Score -1.5565e+08 nChanged 5330
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 1284 members 
Mstep: Class 3 contains 5065 members 
Mstep: Class 4 contains 10226 members 
Mstep: Class 5 contains 2448 members 
Mstep: Class 6 contains 3890 members 
Mstep: Class 7 contains 237907 members 
Mstep: Class 8 contains 73822 members 
Mstep: Class 9 contains 44588 members 
Mstep: Class 10 contains 3975 members 
Mstep: Class 11 contains 216347 members 
Mstep: Class 12 contains 8381 members 
Mstep: Class 13 contains 70450 members 
Mstep: Class 14 contains 42183 members 
Mstep: Class 15 contains 236062 members 
Mstep: Class 16 contains 1536 members 
Mstep: Class 17 contains 46094 members 
Mstep: Class 18 contains 85611 members 
Mstep: Class 19 contains 17027 members 
Mstep: Class 20 contains 8515 members 
Mstep: Class 21 contains 4266 members 
Mstep: Class 22 contains 9304 members 
Mstep: Class 23 contains 26471 members 
Mstep: Class 25 contains 5798 members 
Mstep: Class 26 contains 117562 members 
Mstep: Class 27 contains 35986 members 
Mstep: Class 28 contains 403 members 
Mstep: Class 29 contains 5482 members 
Mstep: Class 30 contains 4247 members 
Mstep: Class 31 contains 3168 members 
Mstep: Class 32 contains 1161 members 
Mstep: Class 33 contains 9447 members 
Mstep: Class 34 contains 894 members 
Mstep: Class 35 contains 7730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155651392.000000 Penalty: 119086.632812
Iteration 82Q: 35 clusters Score -1.556514e+08 nChanged 4194
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13029 members 
Mstep: Class 2 contains 1273 members 
Mstep: Class 3 contains 5058 members 
Mstep: Class 4 contains 10232 members 
Mstep: Class 5 contains 2449 members 
Mstep: Class 6 contains 3897 members 
Mstep: Class 7 contains 237924 members 
Mstep: Class 8 contains 73823 members 
Mstep: Class 9 contains 44506 members 
Mstep: Class 10 contains 3970 members 
Mstep: Class 11 contains 216038 members 
Mstep: Class 12 contains 8389 members 
Mstep: Class 13 contains 70214 members 
Mstep: Class 14 contains 42192 members 
Mstep: Class 15 contains 235068 members 
Mstep: Class 16 contains 1541 members 
Mstep: Class 17 contains 45959 members 
Mstep: Class 18 contains 85494 members 
Mstep: Class 19 contains 17597 members 
Mstep: Class 20 contains 8517 members 
Mstep: Class 21 contains 4266 members 
Mstep: Class 22 contains 9983 members 
Mstep: Class 23 contains 26374 members 
Mstep: Class 25 contains 5755 members 
Mstep: Class 26 contains 117677 members 
Mstep: Class 27 contains 36104 members 
Mstep: Class 28 contains 403 members 
Mstep: Class 29 contains 5486 members 
Mstep: Class 30 contains 4241 members 
Mstep: Class 31 contains 3166 members 
Mstep: Class 32 contains 1161 members 
Mstep: Class 33 contains 9676 members 
Mstep: Class 34 contains 913 members 
Mstep: Class 35 contains 7867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155652032.000000 Penalty: 119086.632812
Iteration 83Q: 35 clusters Score -1.55652e+08 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13148 members 
Mstep: Class 2 contains 1261 members 
Mstep: Class 3 contains 5052 members 
Mstep: Class 4 contains 10233 members 
Mstep: Class 5 contains 2452 members 
Mstep: Class 6 contains 3899 members 
Mstep: Class 7 contains 237935 members 
Mstep: Class 8 contains 73809 members 
Mstep: Class 9 contains 44446 members 
Mstep: Class 10 contains 3955 members 
Mstep: Class 11 contains 215826 members 
Mstep: Class 12 contains 8399 members 
Mstep: Class 13 contains 70040 members 
Mstep: Class 14 contains 42206 members 
Mstep: Class 15 contains 234278 members 
Mstep: Class 16 contains 1546 members 
Mstep: Class 17 contains 45848 members 
Mstep: Class 18 contains 85390 members 
Mstep: Class 19 contains 18046 members 
Mstep: Class 20 contains 8518 members 
Mstep: Class 21 contains 4264 members 
Mstep: Class 22 contains 10511 members 
Mstep: Class 23 contains 26264 members 
Mstep: Class 25 contains 5724 members 
Mstep: Class 26 contains 117776 members 
Mstep: Class 27 contains 36192 members 
Mstep: Class 28 contains 404 members 
Mstep: Class 29 contains 5486 members 
Mstep: Class 30 contains 4235 members 
Mstep: Class 31 contains 3165 members 
Mstep: Class 32 contains 1161 members 
Mstep: Class 33 contains 9873 members 
Mstep: Class 34 contains 916 members 
Mstep: Class 35 contains 7984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155652800.000000 Penalty: 119086.632812
Iteration 84Q: 35 clusters Score -1.556528e+08 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13258 members 
Mstep: Class 2 contains 1253 members 
Mstep: Class 3 contains 5046 members 
Mstep: Class 4 contains 10241 members 
Mstep: Class 5 contains 2453 members 
Mstep: Class 6 contains 3900 members 
Mstep: Class 7 contains 237965 members 
Mstep: Class 8 contains 73808 members 
Mstep: Class 9 contains 44384 members 
Mstep: Class 10 contains 3942 members 
Mstep: Class 11 contains 215656 members 
Mstep: Class 12 contains 8409 members 
Mstep: Class 13 contains 69891 members 
Mstep: Class 14 contains 42223 members 
Mstep: Class 15 contains 233671 members 
Mstep: Class 16 contains 1547 members 
Mstep: Class 17 contains 45757 members 
Mstep: Class 18 contains 85284 members 
Mstep: Class 19 contains 18407 members 
Mstep: Class 20 contains 8519 members 
Mstep: Class 21 contains 4262 members 
Mstep: Class 22 contains 10922 members 
Mstep: Class 23 contains 26154 members 
Mstep: Class 25 contains 5680 members 
Mstep: Class 26 contains 117864 members 
Mstep: Class 27 contains 36279 members 
Mstep: Class 28 contains 407 members 
Mstep: Class 29 contains 5499 members 
Mstep: Class 30 contains 4231 members 
Mstep: Class 31 contains 3164 members 
Mstep: Class 32 contains 1161 members 
Mstep: Class 33 contains 10012 members 
Mstep: Class 34 contains 918 members 
Mstep: Class 35 contains 8075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155653312.000000 Penalty: 119086.632812
Iteration 85Q: 35 clusters Score -1.556533e+08 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13347 members 
Mstep: Class 2 contains 1249 members 
Mstep: Class 3 contains 5040 members 
Mstep: Class 4 contains 10243 members 
Mstep: Class 5 contains 2454 members 
Mstep: Class 6 contains 3899 members 
Mstep: Class 7 contains 238008 members 
Mstep: Class 8 contains 73816 members 
Mstep: Class 9 contains 44329 members 
Mstep: Class 10 contains 3930 members 
Mstep: Class 11 contains 215534 members 
Mstep: Class 12 contains 8416 members 
Mstep: Class 13 contains 69749 members 
Mstep: Class 14 contains 42228 members 
Mstep: Class 15 contains 233232 members 
Mstep: Class 16 contains 1549 members 
Mstep: Class 17 contains 45684 members 
Mstep: Class 18 contains 85195 members 
Mstep: Class 19 contains 18682 members 
Mstep: Class 20 contains 8519 members 
Mstep: Class 21 contains 4262 members 
Mstep: Class 22 contains 11234 members 
Mstep: Class 23 contains 26048 members 
Mstep: Class 25 contains 5650 members 
Mstep: Class 26 contains 117948 members 
Mstep: Class 27 contains 36347 members 
Mstep: Class 28 contains 410 members 
Mstep: Class 29 contains 5510 members 
Mstep: Class 30 contains 4226 members 
Mstep: Class 31 contains 3164 members 
Mstep: Class 32 contains 1161 members 
Mstep: Class 33 contains 10113 members 
Mstep: Class 34 contains 918 members 
Mstep: Class 35 contains 8148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155653232.000000 Penalty: 119086.632812
Iteration 86Q: 35 clusters Score -1.556532e+08 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13440 members 
Mstep: Class 2 contains 1249 members 
Mstep: Class 3 contains 5039 members 
Mstep: Class 4 contains 10256 members 
Mstep: Class 5 contains 2455 members 
Mstep: Class 6 contains 3902 members 
Mstep: Class 7 contains 238034 members 
Mstep: Class 8 contains 73817 members 
Mstep: Class 9 contains 44280 members 
Mstep: Class 10 contains 3922 members 
Mstep: Class 11 contains 215443 members 
Mstep: Class 12 contains 8419 members 
Mstep: Class 13 contains 69632 members 
Mstep: Class 14 contains 42232 members 
Mstep: Class 15 contains 232882 members 
Mstep: Class 16 contains 1551 members 
Mstep: Class 17 contains 45633 members 
Mstep: Class 18 contains 85111 members 
Mstep: Class 19 contains 18871 members 
Mstep: Class 20 contains 8519 members 
Mstep: Class 21 contains 4261 members 
Mstep: Class 22 contains 11463 members 
Mstep: Class 23 contains 25967 members 
Mstep: Class 25 contains 5617 members 
Mstep: Class 26 contains 118026 members 
Mstep: Class 27 contains 36421 members 
Mstep: Class 28 contains 413 members 
Mstep: Class 29 contains 5517 members 
Mstep: Class 30 contains 4224 members 
Mstep: Class 31 contains 3164 members 
Mstep: Class 32 contains 1161 members 
Mstep: Class 33 contains 10210 members 
Mstep: Class 34 contains 918 members 
Mstep: Class 35 contains 8193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155653456.000000 Penalty: 119086.632812
Iteration 87Q: 35 clusters Score -1.556535e+08 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13512 members 
Mstep: Class 2 contains 1249 members 
Mstep: Class 3 contains 5035 members 
Mstep: Class 4 contains 10260 members 
Mstep: Class 5 contains 2457 members 
Mstep: Class 6 contains 3904 members 
Mstep: Class 7 contains 238057 members 
Mstep: Class 8 contains 73819 members 
Mstep: Class 9 contains 44235 members 
Mstep: Class 10 contains 3922 members 
Mstep: Class 11 contains 215356 members 
Mstep: Class 12 contains 8415 members 
Mstep: Class 13 contains 69516 members 
Mstep: Class 14 contains 42235 members 
Mstep: Class 15 contains 232567 members 
Mstep: Class 16 contains 1551 members 
Mstep: Class 17 contains 45600 members 
Mstep: Class 18 contains 85040 members 
Mstep: Class 19 contains 19056 members 
Mstep: Class 20 contains 8519 members 
Mstep: Class 21 contains 4260 members 
Mstep: Class 22 contains 11662 members 
Mstep: Class 23 contains 25897 members 
Mstep: Class 25 contains 5606 members 
Mstep: Class 26 contains 118100 members 
Mstep: Class 27 contains 36473 members 
Mstep: Class 28 contains 416 members 
Mstep: Class 29 contains 5519 members 
Mstep: Class 30 contains 4221 members 
Mstep: Class 31 contains 3164 members 
Mstep: Class 32 contains 1161 members 
Mstep: Class 33 contains 10311 members 
Mstep: Class 34 contains 918 members 
Mstep: Class 35 contains 8229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155653840.000000 Penalty: 119086.632812
Iteration 88Q: 35 clusters Score -1.556538e+08 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13563 members 
Mstep: Class 2 contains 1248 members 
Mstep: Class 3 contains 5033 members 
Mstep: Class 4 contains 10267 members 
Mstep: Class 5 contains 2459 members 
Mstep: Class 6 contains 3908 members 
Mstep: Class 7 contains 238083 members 
Mstep: Class 8 contains 73825 members 
Mstep: Class 9 contains 44209 members 
Mstep: Class 10 contains 3917 members 
Mstep: Class 11 contains 215293 members 
Mstep: Class 12 contains 8407 members 
Mstep: Class 13 contains 69427 members 
Mstep: Class 14 contains 42236 members 
Mstep: Class 15 contains 232338 members 
Mstep: Class 16 contains 1551 members 
Mstep: Class 17 contains 45570 members 
Mstep: Class 18 contains 84980 members 
Mstep: Class 19 contains 19183 members 
Mstep: Class 20 contains 8519 members 
Mstep: Class 21 contains 4259 members 
Mstep: Class 22 contains 11801 members 
Mstep: Class 23 contains 25837 members 
Mstep: Class 25 contains 5594 members 
Mstep: Class 26 contains 118167 members 
Mstep: Class 27 contains 36529 members 
Mstep: Class 28 contains 417 members 
Mstep: Class 29 contains 5517 members 
Mstep: Class 30 contains 4215 members 
Mstep: Class 31 contains 3164 members 
Mstep: Class 32 contains 1161 members 
Mstep: Class 33 contains 10378 members 
Mstep: Class 34 contains 918 members 
Mstep: Class 35 contains 8269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155653824.000000 Penalty: 119086.632812
Iteration 89Q: 35 clusters Score -1.556538e+08 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13595 members 
Mstep: Class 2 contains 1247 members 
Mstep: Class 3 contains 5034 members 
Mstep: Class 4 contains 10281 members 
Mstep: Class 5 contains 2462 members 
Mstep: Class 6 contains 3913 members 
Mstep: Class 7 contains 238095 members 
Mstep: Class 8 contains 73837 members 
Mstep: Class 9 contains 44193 members 
Mstep: Class 10 contains 3914 members 
Mstep: Class 11 contains 215247 members 
Mstep: Class 12 contains 8407 members 
Mstep: Class 13 contains 69376 members 
Mstep: Class 14 contains 42240 members 
Mstep: Class 15 contains 232154 members 
Mstep: Class 16 contains 1551 members 
Mstep: Class 17 contains 45536 members 
Mstep: Class 18 contains 84933 members 
Mstep: Class 19 contains 19273 members 
Mstep: Class 20 contains 8519 members 
Mstep: Class 21 contains 4261 members 
Mstep: Class 22 contains 11897 members 
Mstep: Class 23 contains 25775 members 
Mstep: Class 25 contains 5579 members 
Mstep: Class 26 contains 118229 members 
Mstep: Class 27 contains 36570 members 
Mstep: Class 28 contains 416 members 
Mstep: Class 29 contains 5517 members 
Mstep: Class 30 contains 4215 members 
Mstep: Class 31 contains 3164 members 
Mstep: Class 32 contains 1161 members 
Mstep: Class 33 contains 10434 members 
Mstep: Class 34 contains 918 members 
Mstep: Class 35 contains 8299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155653952.000000 Penalty: 119086.632812
Iteration 90Q: 35 clusters Score -1.55654e+08 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13624 members 
Mstep: Class 2 contains 1244 members 
Mstep: Class 3 contains 5034 members 
Mstep: Class 4 contains 10289 members 
Mstep: Class 5 contains 2461 members 
Mstep: Class 6 contains 3916 members 
Mstep: Class 7 contains 238113 members 
Mstep: Class 8 contains 73853 members 
Mstep: Class 9 contains 44173 members 
Mstep: Class 10 contains 3911 members 
Mstep: Class 11 contains 215217 members 
Mstep: Class 12 contains 8409 members 
Mstep: Class 13 contains 69318 members 
Mstep: Class 14 contains 42243 members 
Mstep: Class 15 contains 231989 members 
Mstep: Class 16 contains 1551 members 
Mstep: Class 17 contains 45509 members 
Mstep: Class 18 contains 84884 members 
Mstep: Class 19 contains 19343 members 
Mstep: Class 20 contains 8519 members 
Mstep: Class 21 contains 4261 members 
Mstep: Class 22 contains 11996 members 
Mstep: Class 23 contains 25724 members 
Mstep: Class 25 contains 5559 members 
Mstep: Class 26 contains 118284 members 
Mstep: Class 27 contains 36617 members 
Mstep: Class 28 contains 414 members 
Mstep: Class 29 contains 5519 members 
Mstep: Class 30 contains 4212 members 
Mstep: Class 31 contains 3164 members 
Mstep: Class 32 contains 1161 members 
Mstep: Class 33 contains 10483 members 
Mstep: Class 34 contains 918 members 
Mstep: Class 35 contains 8330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155653824.000000 Penalty: 119086.632812
Iteration 91Q: 35 clusters Score -1.556538e+08 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13649 members 
Mstep: Class 2 contains 1237 members 
Mstep: Class 3 contains 5034 members 
Mstep: Class 4 contains 10293 members 
Mstep: Class 5 contains 2462 members 
Mstep: Class 6 contains 3917 members 
Mstep: Class 7 contains 238121 members 
Mstep: Class 8 contains 73863 members 
Mstep: Class 9 contains 44160 members 
Mstep: Class 10 contains 3904 members 
Mstep: Class 11 contains 215189 members 
Mstep: Class 12 contains 8406 members 
Mstep: Class 13 contains 69289 members 
Mstep: Class 14 contains 42248 members 
Mstep: Class 15 contains 231859 members 
Mstep: Class 16 contains 1551 members 
Mstep: Class 17 contains 45493 members 
Mstep: Class 18 contains 84843 members 
Mstep: Class 19 contains 19404 members 
Mstep: Class 20 contains 8519 members 
Mstep: Class 21 contains 4260 members 
Mstep: Class 22 contains 12056 members 
Mstep: Class 23 contains 25698 members 
Mstep: Class 25 contains 5538 members 
Mstep: Class 26 contains 118336 members 
Mstep: Class 27 contains 36654 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 5521 members 
Mstep: Class 30 contains 4213 members 
Mstep: Class 31 contains 3165 members 
Mstep: Class 32 contains 1161 members 
Mstep: Class 33 contains 10512 members 
Mstep: Class 34 contains 918 members 
Mstep: Class 35 contains 8354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155653984.000000 Penalty: 119086.632812
Iteration 92Q: 35 clusters Score -1.55654e+08 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13680 members 
Mstep: Class 2 contains 1236 members 
Mstep: Class 3 contains 5035 members 
Mstep: Class 4 contains 10301 members 
Mstep: Class 5 contains 2462 members 
Mstep: Class 6 contains 3918 members 
Mstep: Class 7 contains 238116 members 
Mstep: Class 8 contains 73870 members 
Mstep: Class 9 contains 44146 members 
Mstep: Class 10 contains 3896 members 
Mstep: Class 11 contains 215171 members 
Mstep: Class 12 contains 8402 members 
Mstep: Class 13 contains 69270 members 
Mstep: Class 14 contains 42252 members 
Mstep: Class 15 contains 231761 members 
Mstep: Class 16 contains 1551 members 
Mstep: Class 17 contains 45474 members 
Mstep: Class 18 contains 84814 members 
Mstep: Class 19 contains 19445 members 
Mstep: Class 20 contains 8519 members 
Mstep: Class 21 contains 4259 members 
Mstep: Class 22 contains 12096 members 
Mstep: Class 23 contains 25679 members 
Mstep: Class 25 contains 5521 members 
Mstep: Class 26 contains 118369 members 
Mstep: Class 27 contains 36682 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 5525 members 
Mstep: Class 30 contains 4213 members 
Mstep: Class 31 contains 3165 members 
Mstep: Class 32 contains 1161 members 
Mstep: Class 33 contains 10542 members 
Mstep: Class 34 contains 918 members 
Mstep: Class 35 contains 8378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155653856.000000 Penalty: 119086.632812
Iteration 93Q: 35 clusters Score -1.556539e+08 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13709 members 
Mstep: Class 2 contains 1238 members 
Mstep: Class 3 contains 5033 members 
Mstep: Class 4 contains 10301 members 
Mstep: Class 5 contains 2464 members 
Mstep: Class 6 contains 3920 members 
Mstep: Class 7 contains 238119 members 
Mstep: Class 8 contains 73876 members 
Mstep: Class 9 contains 44135 members 
Mstep: Class 10 contains 3892 members 
Mstep: Class 11 contains 215155 members 
Mstep: Class 12 contains 8399 members 
Mstep: Class 13 contains 69247 members 
Mstep: Class 14 contains 42255 members 
Mstep: Class 15 contains 231681 members 
Mstep: Class 16 contains 1551 members 
Mstep: Class 17 contains 45455 members 
Mstep: Class 18 contains 84780 members 
Mstep: Class 19 contains 19478 members 
Mstep: Class 20 contains 8519 members 
Mstep: Class 21 contains 4257 members 
Mstep: Class 22 contains 12127 members 
Mstep: Class 23 contains 25668 members 
Mstep: Class 25 contains 5512 members 
Mstep: Class 26 contains 118398 members 
Mstep: Class 27 contains 36714 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 5527 members 
Mstep: Class 30 contains 4214 members 
Mstep: Class 31 contains 3165 members 
Mstep: Class 32 contains 1161 members 
Mstep: Class 33 contains 10563 members 
Mstep: Class 34 contains 918 members 
Mstep: Class 35 contains 8396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155653856.000000 Penalty: 119086.632812
Iteration 94Q: 35 clusters Score -1.556539e+08 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13729 members 
Mstep: Class 2 contains 1236 members 
Mstep: Class 3 contains 5032 members 
Mstep: Class 4 contains 10299 members 
Mstep: Class 5 contains 2464 members 
Mstep: Class 6 contains 3923 members 
Mstep: Class 7 contains 238129 members 
Mstep: Class 8 contains 73882 members 
Mstep: Class 9 contains 44118 members 
Mstep: Class 10 contains 3891 members 
Mstep: Class 11 contains 215139 members 
Mstep: Class 12 contains 8396 members 
Mstep: Class 13 contains 69225 members 
Mstep: Class 14 contains 42258 members 
Mstep: Class 15 contains 231634 members 
Mstep: Class 16 contains 1551 members 
Mstep: Class 17 contains 45442 members 
Mstep: Class 18 contains 84734 members 
Mstep: Class 19 contains 19508 members 
Mstep: Class 20 contains 8519 members 
Mstep: Class 21 contains 4258 members 
Mstep: Class 22 contains 12148 members 
Mstep: Class 23 contains 25651 members 
Mstep: Class 25 contains 5502 members 
Mstep: Class 26 contains 118418 members 
Mstep: Class 27 contains 36767 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 5527 members 
Mstep: Class 30 contains 4214 members 
Mstep: Class 31 contains 3165 members 
Mstep: Class 32 contains 1161 members 
Mstep: Class 33 contains 10578 members 
Mstep: Class 34 contains 919 members 
Mstep: Class 35 contains 8410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155653840.000000 Penalty: 119086.632812
Iteration 95Q: 35 clusters Score -1.556538e+08 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13744 members 
Mstep: Class 2 contains 1235 members 
Mstep: Class 3 contains 5030 members 
Mstep: Class 4 contains 10300 members 
Mstep: Class 5 contains 2464 members 
Mstep: Class 6 contains 3926 members 
Mstep: Class 7 contains 238134 members 
Mstep: Class 8 contains 73889 members 
Mstep: Class 9 contains 44106 members 
Mstep: Class 10 contains 3891 members 
Mstep: Class 11 contains 215126 members 
Mstep: Class 12 contains 8395 members 
Mstep: Class 13 contains 69192 members 
Mstep: Class 14 contains 42261 members 
Mstep: Class 15 contains 231602 members 
Mstep: Class 16 contains 1551 members 
Mstep: Class 17 contains 45423 members 
Mstep: Class 18 contains 84696 members 
Mstep: Class 19 contains 19527 members 
Mstep: Class 20 contains 8519 members 
Mstep: Class 21 contains 4258 members 
Mstep: Class 22 contains 12167 members 
Mstep: Class 23 contains 25637 members 
Mstep: Class 25 contains 5494 members 
Mstep: Class 26 contains 118445 members 
Mstep: Class 27 contains 36809 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 5528 members 
Mstep: Class 30 contains 4214 members 
Mstep: Class 31 contains 3164 members 
Mstep: Class 32 contains 1161 members 
Mstep: Class 33 contains 10592 members 
Mstep: Class 34 contains 919 members 
Mstep: Class 35 contains 8428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155653888.000000 Penalty: 119086.632812
Iteration 96Q: 35 clusters Score -1.556539e+08 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13759 members 
Mstep: Class 2 contains 1235 members 
Mstep: Class 3 contains 5029 members 
Mstep: Class 4 contains 10307 members 
Mstep: Class 5 contains 2465 members 
Mstep: Class 6 contains 3927 members 
Mstep: Class 7 contains 238138 members 
Mstep: Class 8 contains 73897 members 
Mstep: Class 9 contains 44095 members 
Mstep: Class 10 contains 3890 members 
Mstep: Class 11 contains 215122 members 
Mstep: Class 12 contains 8391 members 
Mstep: Class 13 contains 69171 members 
Mstep: Class 14 contains 42264 members 
Mstep: Class 15 contains 231563 members 
Mstep: Class 16 contains 1550 members 
Mstep: Class 17 contains 45416 members 
Mstep: Class 18 contains 84652 members 
Mstep: Class 19 contains 19540 members 
Mstep: Class 20 contains 8520 members 
Mstep: Class 21 contains 4257 members 
Mstep: Class 22 contains 12191 members 
Mstep: Class 23 contains 25627 members 
Mstep: Class 25 contains 5491 members 
Mstep: Class 26 contains 118462 members 
Mstep: Class 27 contains 36843 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 5528 members 
Mstep: Class 30 contains 4214 members 
Mstep: Class 31 contains 3163 members 
Mstep: Class 32 contains 1161 members 
Mstep: Class 33 contains 10601 members 
Mstep: Class 34 contains 919 members 
Mstep: Class 35 contains 8439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155654016.000000 Penalty: 119086.632812
Iteration 97Q: 35 clusters Score -1.55654e+08 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13765 members 
Mstep: Class 2 contains 1235 members 
Mstep: Class 3 contains 5029 members 
Mstep: Class 4 contains 10309 members 
Mstep: Class 5 contains 2467 members 
Mstep: Class 6 contains 3927 members 
Mstep: Class 7 contains 238144 members 
Mstep: Class 8 contains 73897 members 
Mstep: Class 9 contains 44083 members 
Mstep: Class 10 contains 3887 members 
Mstep: Class 11 contains 215113 members 
Mstep: Class 12 contains 8391 members 
Mstep: Class 13 contains 69164 members 
Mstep: Class 14 contains 42265 members 
Mstep: Class 15 contains 231526 members 
Mstep: Class 16 contains 1550 members 
Mstep: Class 17 contains 45405 members 
Mstep: Class 18 contains 84624 members 
Mstep: Class 19 contains 19558 members 
Mstep: Class 20 contains 8522 members 
Mstep: Class 21 contains 4258 members 
Mstep: Class 22 contains 12208 members 
Mstep: Class 23 contains 25621 members 
Mstep: Class 25 contains 5488 members 
Mstep: Class 26 contains 118479 members 
Mstep: Class 27 contains 36866 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 5528 members 
Mstep: Class 30 contains 4214 members 
Mstep: Class 31 contains 3161 members 
Mstep: Class 32 contains 1161 members 
Mstep: Class 33 contains 10614 members 
Mstep: Class 34 contains 919 members 
Mstep: Class 35 contains 8449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155654224.000000 Penalty: 119086.632812
Iteration 98Q: 35 clusters Score -1.556542e+08 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13770 members 
Mstep: Class 2 contains 1235 members 
Mstep: Class 3 contains 5030 members 
Mstep: Class 4 contains 10311 members 
Mstep: Class 5 contains 2467 members 
Mstep: Class 6 contains 3927 members 
Mstep: Class 7 contains 238149 members 
Mstep: Class 8 contains 73901 members 
Mstep: Class 9 contains 44073 members 
Mstep: Class 10 contains 3887 members 
Mstep: Class 11 contains 215105 members 
Mstep: Class 12 contains 8392 members 
Mstep: Class 13 contains 69160 members 
Mstep: Class 14 contains 42265 members 
Mstep: Class 15 contains 231485 members 
Mstep: Class 16 contains 1550 members 
Mstep: Class 17 contains 45398 members 
Mstep: Class 18 contains 84597 members 
Mstep: Class 19 contains 19572 members 
Mstep: Class 20 contains 8525 members 
Mstep: Class 21 contains 4258 members 
Mstep: Class 22 contains 12230 members 
Mstep: Class 23 contains 25615 members 
Mstep: Class 25 contains 5487 members 
Mstep: Class 26 contains 118489 members 
Mstep: Class 27 contains 36890 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 5528 members 
Mstep: Class 30 contains 4214 members 
Mstep: Class 31 contains 3158 members 
Mstep: Class 32 contains 1161 members 
Mstep: Class 33 contains 10624 members 
Mstep: Class 34 contains 919 members 
Mstep: Class 35 contains 8455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155654192.000000 Penalty: 119086.632812
Iteration 99Q: 35 clusters Score -1.556542e+08 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13774 members 
Mstep: Class 2 contains 1235 members 
Mstep: Class 3 contains 5031 members 
Mstep: Class 4 contains 10311 members 
Mstep: Class 5 contains 2467 members 
Mstep: Class 6 contains 3927 members 
Mstep: Class 7 contains 238145 members 
Mstep: Class 8 contains 73909 members 
Mstep: Class 9 contains 44058 members 
Mstep: Class 10 contains 3887 members 
Mstep: Class 11 contains 215097 members 
Mstep: Class 12 contains 8393 members 
Mstep: Class 13 contains 69155 members 
Mstep: Class 14 contains 42264 members 
Mstep: Class 15 contains 231461 members 
Mstep: Class 16 contains 1550 members 
Mstep: Class 17 contains 45392 members 
Mstep: Class 18 contains 84568 members 
Mstep: Class 19 contains 19579 members 
Mstep: Class 20 contains 8528 members 
Mstep: Class 21 contains 4258 members 
Mstep: Class 22 contains 12252 members 
Mstep: Class 23 contains 25607 members 
Mstep: Class 25 contains 5487 members 
Mstep: Class 26 contains 118494 members 
Mstep: Class 27 contains 36923 members 
Mstep: Class 28 contains 416 members 
Mstep: Class 29 contains 5528 members 
Mstep: Class 30 contains 4214 members 
Mstep: Class 31 contains 3155 members 
Mstep: Class 32 contains 1161 members 
Mstep: Class 33 contains 10638 members 
Mstep: Class 34 contains 919 members 
Mstep: Class 35 contains 8459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155654160.000000 Penalty: 119086.632812
Iteration 100F: 35 clusters Score -1.556542e+08 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13774 members 
Mstep: Class 2 contains 1235 members 
Mstep: Class 3 contains 5030 members 
Mstep: Class 4 contains 10311 members 
Mstep: Class 5 contains 2467 members 
Mstep: Class 6 contains 3927 members 
Mstep: Class 7 contains 238149 members 
Mstep: Class 8 contains 73913 members 
Mstep: Class 9 contains 44055 members 
Mstep: Class 10 contains 3887 members 
Mstep: Class 11 contains 215096 members 
Mstep: Class 12 contains 8392 members 
Mstep: Class 13 contains 69156 members 
Mstep: Class 14 contains 42265 members 
Mstep: Class 15 contains 231424 members 
Mstep: Class 16 contains 1550 members 
Mstep: Class 17 contains 45390 members 
Mstep: Class 18 contains 84532 members 
Mstep: Class 19 contains 19584 members 
Mstep: Class 20 contains 8528 members 
Mstep: Class 21 contains 4258 members 
Mstep: Class 22 contains 12271 members 
Mstep: Class 23 contains 25603 members 
Mstep: Class 25 contains 5486 members 
Mstep: Class 26 contains 118496 members 
Mstep: Class 27 contains 36956 members 
Mstep: Class 28 contains 417 members 
Mstep: Class 29 contains 5528 members 
Mstep: Class 30 contains 4214 members 
Mstep: Class 31 contains 3155 members 
Mstep: Class 32 contains 1161 members 
Mstep: Class 33 contains 10652 members 
Mstep: Class 34 contains 919 members 
Mstep: Class 35 contains 8461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155654016.000000 Penalty: 119086.632812
Iteration 101Q: 35 clusters Score -1.55654e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13776 members 
Mstep: Class 2 contains 1235 members 
Mstep: Class 3 contains 5030 members 
Mstep: Class 4 contains 10310 members 
Mstep: Class 5 contains 2467 members 
Mstep: Class 6 contains 3927 members 
Mstep: Class 7 contains 238150 members 
Mstep: Class 8 contains 73915 members 
Mstep: Class 9 contains 44049 members 
Mstep: Class 10 contains 3887 members 
Mstep: Class 11 contains 215095 members 
Mstep: Class 12 contains 8391 members 
Mstep: Class 13 contains 69158 members 
Mstep: Class 14 contains 42266 members 
Mstep: Class 15 contains 231401 members 
Mstep: Class 16 contains 1550 members 
Mstep: Class 17 contains 45387 members 
Mstep: Class 18 contains 84513 members 
Mstep: Class 19 contains 19591 members 
Mstep: Class 20 contains 8528 members 
Mstep: Class 21 contains 4257 members 
Mstep: Class 22 contains 12283 members 
Mstep: Class 23 contains 25597 members 
Mstep: Class 25 contains 5482 members 
Mstep: Class 26 contains 118501 members 
Mstep: Class 27 contains 36971 members 
Mstep: Class 28 contains 418 members 
Mstep: Class 29 contains 5528 members 
Mstep: Class 30 contains 4214 members 
Mstep: Class 31 contains 3155 members 
Mstep: Class 32 contains 1161 members 
Mstep: Class 33 contains 10665 members 
Mstep: Class 34 contains 919 members 
Mstep: Class 35 contains 8465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155654112.000000 Penalty: 119086.632812
Iteration 102Q: 35 clusters Score -1.556541e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13778 members 
Mstep: Class 2 contains 1235 members 
Mstep: Class 3 contains 5030 members 
Mstep: Class 4 contains 10311 members 
Mstep: Class 5 contains 2467 members 
Mstep: Class 6 contains 3927 members 
Mstep: Class 7 contains 238155 members 
Mstep: Class 8 contains 73922 members 
Mstep: Class 9 contains 44042 members 
Mstep: Class 10 contains 3887 members 
Mstep: Class 11 contains 215095 members 
Mstep: Class 12 contains 8390 members 
Mstep: Class 13 contains 69147 members 
Mstep: Class 14 contains 42265 members 
Mstep: Class 15 contains 231377 members 
Mstep: Class 16 contains 1550 members 
Mstep: Class 17 contains 45387 members 
Mstep: Class 18 contains 84486 members 
Mstep: Class 19 contains 19597 members 
Mstep: Class 20 contains 8528 members 
Mstep: Class 21 contains 4257 members 
Mstep: Class 22 contains 12296 members 
Mstep: Class 23 contains 25593 members 
Mstep: Class 25 contains 5481 members 
Mstep: Class 26 contains 118509 members 
Mstep: Class 27 contains 36993 members 
Mstep: Class 28 contains 419 members 
Mstep: Class 29 contains 5528 members 
Mstep: Class 30 contains 4214 members 
Mstep: Class 31 contains 3155 members 
Mstep: Class 32 contains 1161 members 
Mstep: Class 33 contains 10676 members 
Mstep: Class 34 contains 919 members 
Mstep: Class 35 contains 8465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155653984.000000 Penalty: 119086.632812
Iteration 103Q: 35 clusters Score -1.55654e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13777 members 
Mstep: Class 2 contains 1235 members 
Mstep: Class 3 contains 5030 members 
Mstep: Class 4 contains 10312 members 
Mstep: Class 5 contains 2467 members 
Mstep: Class 6 contains 3927 members 
Mstep: Class 7 contains 238157 members 
Mstep: Class 8 contains 73931 members 
Mstep: Class 9 contains 44032 members 
Mstep: Class 10 contains 3888 members 
Mstep: Class 11 contains 215091 members 
Mstep: Class 12 contains 8390 members 
Mstep: Class 13 contains 69133 members 
Mstep: Class 14 contains 42265 members 
Mstep: Class 15 contains 231358 members 
Mstep: Class 16 contains 1550 members 
Mstep: Class 17 contains 45387 members 
Mstep: Class 18 contains 84466 members 
Mstep: Class 19 contains 19605 members 
Mstep: Class 20 contains 8528 members 
Mstep: Class 21 contains 4257 members 
Mstep: Class 22 contains 12308 members 
Mstep: Class 23 contains 25588 members 
Mstep: Class 25 contains 5481 members 
Mstep: Class 26 contains 118514 members 
Mstep: Class 27 contains 37012 members 
Mstep: Class 28 contains 419 members 
Mstep: Class 29 contains 5527 members 
Mstep: Class 30 contains 4214 members 
Mstep: Class 31 contains 3155 members 
Mstep: Class 32 contains 1161 members 
Mstep: Class 33 contains 10693 members 
Mstep: Class 34 contains 919 members 
Mstep: Class 35 contains 8465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155654112.000000 Penalty: 119086.632812
Iteration 104Q: 35 clusters Score -1.556541e+08 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13779 members 
Mstep: Class 2 contains 1235 members 
Mstep: Class 3 contains 5030 members 
Mstep: Class 4 contains 10313 members 
Mstep: Class 5 contains 2467 members 
Mstep: Class 6 contains 3927 members 
Mstep: Class 7 contains 238161 members 
Mstep: Class 8 contains 73940 members 
Mstep: Class 9 contains 44013 members 
Mstep: Class 10 contains 3890 members 
Mstep: Class 11 contains 215092 members 
Mstep: Class 12 contains 8390 members 
Mstep: Class 13 contains 69117 members 
Mstep: Class 14 contains 42265 members 
Mstep: Class 15 contains 231342 members 
Mstep: Class 16 contains 1550 members 
Mstep: Class 17 contains 45387 members 
Mstep: Class 18 contains 84440 members 
Mstep: Class 19 contains 19612 members 
Mstep: Class 20 contains 8528 members 
Mstep: Class 21 contains 4257 members 
Mstep: Class 22 contains 12317 members 
Mstep: Class 23 contains 25586 members 
Mstep: Class 25 contains 5481 members 
Mstep: Class 26 contains 118519 members 
Mstep: Class 27 contains 37033 members 
Mstep: Class 28 contains 419 members 
Mstep: Class 29 contains 5527 members 
Mstep: Class 30 contains 4214 members 
Mstep: Class 31 contains 3155 members 
Mstep: Class 32 contains 1161 members 
Mstep: Class 33 contains 10711 members 
Mstep: Class 34 contains 919 members 
Mstep: Class 35 contains 8465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155654128.000000 Penalty: 119086.632812
Iteration 105Q: 35 clusters Score -1.556541e+08 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13779 members 
Mstep: Class 2 contains 1235 members 
Mstep: Class 3 contains 5030 members 
Mstep: Class 4 contains 10312 members 
Mstep: Class 5 contains 2467 members 
Mstep: Class 6 contains 3927 members 
Mstep: Class 7 contains 238164 members 
Mstep: Class 8 contains 73942 members 
Mstep: Class 9 contains 44004 members 
Mstep: Class 10 contains 3890 members 
Mstep: Class 11 contains 215094 members 
Mstep: Class 12 contains 8390 members 
Mstep: Class 13 contains 69107 members 
Mstep: Class 14 contains 42265 members 
Mstep: Class 15 contains 231339 members 
Mstep: Class 16 contains 1550 members 
Mstep: Class 17 contains 45387 members 
Mstep: Class 18 contains 84415 members 
Mstep: Class 19 contains 19616 members 
Mstep: Class 20 contains 8528 members 
Mstep: Class 21 contains 4257 members 
Mstep: Class 22 contains 12324 members 
Mstep: Class 23 contains 25584 members 
Mstep: Class 25 contains 5481 members 
Mstep: Class 26 contains 118529 members 
Mstep: Class 27 contains 37054 members 
Mstep: Class 28 contains 419 members 
Mstep: Class 29 contains 5527 members 
Mstep: Class 30 contains 4214 members 
Mstep: Class 31 contains 3155 members 
Mstep: Class 32 contains 1161 members 
Mstep: Class 33 contains 10712 members 
Mstep: Class 34 contains 919 members 
Mstep: Class 35 contains 8465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155654256.000000 Penalty: 119086.632812
Iteration 106Q: 35 clusters Score -1.556543e+08 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13780 members 
Mstep: Class 2 contains 1235 members 
Mstep: Class 3 contains 5030 members 
Mstep: Class 4 contains 10313 members 
Mstep: Class 5 contains 2467 members 
Mstep: Class 6 contains 3927 members 
Mstep: Class 7 contains 238164 members 
Mstep: Class 8 contains 73948 members 
Mstep: Class 9 contains 44003 members 
Mstep: Class 10 contains 3890 members 
Mstep: Class 11 contains 215095 members 
Mstep: Class 12 contains 8390 members 
Mstep: Class 13 contains 69099 members 
Mstep: Class 14 contains 42265 members 
Mstep: Class 15 contains 231314 members 
Mstep: Class 16 contains 1550 members 
Mstep: Class 17 contains 45387 members 
Mstep: Class 18 contains 84396 members 
Mstep: Class 19 contains 19620 members 
Mstep: Class 20 contains 8528 members 
Mstep: Class 21 contains 4257 members 
Mstep: Class 22 contains 12330 members 
Mstep: Class 23 contains 25584 members 
Mstep: Class 25 contains 5482 members 
Mstep: Class 26 contains 118545 members 
Mstep: Class 27 contains 37068 members 
Mstep: Class 28 contains 419 members 
Mstep: Class 29 contains 5527 members 
Mstep: Class 30 contains 4214 members 
Mstep: Class 31 contains 3155 members 
Mstep: Class 32 contains 1161 members 
Mstep: Class 33 contains 10715 members 
Mstep: Class 34 contains 919 members 
Mstep: Class 35 contains 8465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155654080.000000 Penalty: 119086.632812
Iteration 107Q: 35 clusters Score -1.556541e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13780 members 
Mstep: Class 2 contains 1235 members 
Mstep: Class 3 contains 5030 members 
Mstep: Class 4 contains 10314 members 
Mstep: Class 5 contains 2467 members 
Mstep: Class 6 contains 3927 members 
Mstep: Class 7 contains 238169 members 
Mstep: Class 8 contains 73952 members 
Mstep: Class 9 contains 43993 members 
Mstep: Class 10 contains 3890 members 
Mstep: Class 11 contains 215095 members 
Mstep: Class 12 contains 8390 members 
Mstep: Class 13 contains 69096 members 
Mstep: Class 14 contains 42266 members 
Mstep: Class 15 contains 231298 members 
Mstep: Class 16 contains 1550 members 
Mstep: Class 17 contains 45387 members 
Mstep: Class 18 contains 84383 members 
Mstep: Class 19 contains 19626 members 
Mstep: Class 20 contains 8528 members 
Mstep: Class 21 contains 4257 members 
Mstep: Class 22 contains 12334 members 
Mstep: Class 23 contains 25583 members 
Mstep: Class 25 contains 5482 members 
Mstep: Class 26 contains 118547 members 
Mstep: Class 27 contains 37078 members 
Mstep: Class 28 contains 419 members 
Mstep: Class 29 contains 5527 members 
Mstep: Class 30 contains 4214 members 
Mstep: Class 31 contains 3155 members 
Mstep: Class 32 contains 1161 members 
Mstep: Class 33 contains 10725 members 
Mstep: Class 34 contains 919 members 
Mstep: Class 35 contains 8465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155654064.000000 Penalty: 119086.632812
Iteration 108Q: 35 clusters Score -1.556541e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13780 members 
Mstep: Class 2 contains 1235 members 
Mstep: Class 3 contains 5030 members 
Mstep: Class 4 contains 10317 members 
Mstep: Class 5 contains 2467 members 
Mstep: Class 6 contains 3927 members 
Mstep: Class 7 contains 238172 members 
Mstep: Class 8 contains 73958 members 
Mstep: Class 9 contains 43987 members 
Mstep: Class 10 contains 3889 members 
Mstep: Class 11 contains 215095 members 
Mstep: Class 12 contains 8390 members 
Mstep: Class 13 contains 69091 members 
Mstep: Class 14 contains 42265 members 
Mstep: Class 15 contains 231288 members 
Mstep: Class 16 contains 1550 members 
Mstep: Class 17 contains 45387 members 
Mstep: Class 18 contains 84375 members 
Mstep: Class 19 contains 19630 members 
Mstep: Class 20 contains 8528 members 
Mstep: Class 21 contains 4257 members 
Mstep: Class 22 contains 12338 members 
Mstep: Class 23 contains 25580 members 
Mstep: Class 25 contains 5482 members 
Mstep: Class 26 contains 118548 members 
Mstep: Class 27 contains 37085 members 
Mstep: Class 28 contains 419 members 
Mstep: Class 29 contains 5527 members 
Mstep: Class 30 contains 4214 members 
Mstep: Class 31 contains 3155 members 
Mstep: Class 32 contains 1161 members 
Mstep: Class 33 contains 10731 members 
Mstep: Class 34 contains 919 members 
Mstep: Class 35 contains 8465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155654112.000000 Penalty: 119086.632812
Iteration 109Q: 35 clusters Score -1.556541e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13780 members 
Mstep: Class 2 contains 1235 members 
Mstep: Class 3 contains 5030 members 
Mstep: Class 4 contains 10318 members 
Mstep: Class 5 contains 2467 members 
Mstep: Class 6 contains 3927 members 
Mstep: Class 7 contains 238172 members 
Mstep: Class 8 contains 73961 members 
Mstep: Class 9 contains 43980 members 
Mstep: Class 10 contains 3889 members 
Mstep: Class 11 contains 215095 members 
Mstep: Class 12 contains 8390 members 
Mstep: Class 13 contains 69086 members 
Mstep: Class 14 contains 42265 members 
Mstep: Class 15 contains 231283 members 
Mstep: Class 16 contains 1550 members 
Mstep: Class 17 contains 45387 members 
Mstep: Class 18 contains 84364 members 
Mstep: Class 19 contains 19630 members 
Mstep: Class 20 contains 8528 members 
Mstep: Class 21 contains 4257 members 
Mstep: Class 22 contains 12342 members 
Mstep: Class 23 contains 25578 members 
Mstep: Class 25 contains 5482 members 
Mstep: Class 26 contains 118554 members 
Mstep: Class 27 contains 37094 members 
Mstep: Class 28 contains 419 members 
Mstep: Class 29 contains 5527 members 
Mstep: Class 30 contains 4214 members 
Mstep: Class 31 contains 3155 members 
Mstep: Class 32 contains 1161 members 
Mstep: Class 33 contains 10738 members 
Mstep: Class 34 contains 919 members 
Mstep: Class 35 contains 8465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155654048.000000 Penalty: 119086.632812
Iteration 110Q: 35 clusters Score -1.55654e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13780 members 
Mstep: Class 2 contains 1235 members 
Mstep: Class 3 contains 5030 members 
Mstep: Class 4 contains 10318 members 
Mstep: Class 5 contains 2467 members 
Mstep: Class 6 contains 3927 members 
Mstep: Class 7 contains 238175 members 
Mstep: Class 8 contains 73961 members 
Mstep: Class 9 contains 43975 members 
Mstep: Class 10 contains 3890 members 
Mstep: Class 11 contains 215091 members 
Mstep: Class 12 contains 8390 members 
Mstep: Class 13 contains 69083 members 
Mstep: Class 14 contains 42265 members 
Mstep: Class 15 contains 231281 members 
Mstep: Class 16 contains 1550 members 
Mstep: Class 17 contains 45387 members 
Mstep: Class 18 contains 84356 members 
Mstep: Class 19 contains 19632 members 
Mstep: Class 20 contains 8528 members 
Mstep: Class 21 contains 4257 members 
Mstep: Class 22 contains 12344 members 
Mstep: Class 23 contains 25576 members 
Mstep: Class 25 contains 5482 members 
Mstep: Class 26 contains 118557 members 
Mstep: Class 27 contains 37105 members 
Mstep: Class 28 contains 419 members 
Mstep: Class 29 contains 5527 members 
Mstep: Class 30 contains 4214 members 
Mstep: Class 31 contains 3155 members 
Mstep: Class 32 contains 1161 members 
Mstep: Class 33 contains 10740 members 
Mstep: Class 34 contains 919 members 
Mstep: Class 35 contains 8465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155653952.000000 Penalty: 119086.632812
Iteration 111Q: 35 clusters Score -1.55654e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13780 members 
Mstep: Class 2 contains 1235 members 
Mstep: Class 3 contains 5030 members 
Mstep: Class 4 contains 10316 members 
Mstep: Class 5 contains 2467 members 
Mstep: Class 6 contains 3927 members 
Mstep: Class 7 contains 238177 members 
Mstep: Class 8 contains 73962 members 
Mstep: Class 9 contains 43969 members 
Mstep: Class 10 contains 3890 members 
Mstep: Class 11 contains 215093 members 
Mstep: Class 12 contains 8390 members 
Mstep: Class 13 contains 69087 members 
Mstep: Class 14 contains 42265 members 
Mstep: Class 15 contains 231268 members 
Mstep: Class 16 contains 1550 members 
Mstep: Class 17 contains 45387 members 
Mstep: Class 18 contains 84348 members 
Mstep: Class 19 contains 19633 members 
Mstep: Class 20 contains 8528 members 
Mstep: Class 21 contains 4257 members 
Mstep: Class 22 contains 12346 members 
Mstep: Class 23 contains 25576 members 
Mstep: Class 25 contains 5482 members 
Mstep: Class 26 contains 118559 members 
Mstep: Class 27 contains 37114 members 
Mstep: Class 28 contains 419 members 
Mstep: Class 29 contains 5527 members 
Mstep: Class 30 contains 4214 members 
Mstep: Class 31 contains 3155 members 
Mstep: Class 32 contains 1161 members 
Mstep: Class 33 contains 10746 members 
Mstep: Class 34 contains 919 members 
Mstep: Class 35 contains 8465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155654000.000000 Penalty: 119086.632812
Iteration 112Q: 35 clusters Score -1.55654e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13779 members 
Mstep: Class 2 contains 1235 members 
Mstep: Class 3 contains 5030 members 
Mstep: Class 4 contains 10318 members 
Mstep: Class 5 contains 2467 members 
Mstep: Class 6 contains 3927 members 
Mstep: Class 7 contains 238178 members 
Mstep: Class 8 contains 73965 members 
Mstep: Class 9 contains 43968 members 
Mstep: Class 10 contains 3889 members 
Mstep: Class 11 contains 215092 members 
Mstep: Class 12 contains 8390 members 
Mstep: Class 13 contains 69086 members 
Mstep: Class 14 contains 42265 members 
Mstep: Class 15 contains 231259 members 
Mstep: Class 16 contains 1550 members 
Mstep: Class 17 contains 45387 members 
Mstep: Class 18 contains 84342 members 
Mstep: Class 19 contains 19633 members 
Mstep: Class 20 contains 8528 members 
Mstep: Class 21 contains 4257 members 
Mstep: Class 22 contains 12347 members 
Mstep: Class 23 contains 25576 members 
Mstep: Class 25 contains 5482 members 
Mstep: Class 26 contains 118562 members 
Mstep: Class 27 contains 37121 members 
Mstep: Class 28 contains 419 members 
Mstep: Class 29 contains 5527 members 
Mstep: Class 30 contains 4214 members 
Mstep: Class 31 contains 3155 members 
Mstep: Class 32 contains 1161 members 
Mstep: Class 33 contains 10749 members 
Mstep: Class 34 contains 919 members 
Mstep: Class 35 contains 8465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155654112.000000 Penalty: 119086.632812
Iteration 113Q: 35 clusters Score -1.556541e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13779 members 
Mstep: Class 2 contains 1235 members 
Mstep: Class 3 contains 5030 members 
Mstep: Class 4 contains 10320 members 
Mstep: Class 5 contains 2467 members 
Mstep: Class 6 contains 3927 members 
Mstep: Class 7 contains 238178 members 
Mstep: Class 8 contains 73968 members 
Mstep: Class 9 contains 43966 members 
Mstep: Class 10 contains 3889 members 
Mstep: Class 11 contains 215089 members 
Mstep: Class 12 contains 8390 members 
Mstep: Class 13 contains 69084 members 
Mstep: Class 14 contains 42265 members 
Mstep: Class 15 contains 231252 members 
Mstep: Class 16 contains 1550 members 
Mstep: Class 17 contains 45387 members 
Mstep: Class 18 contains 84336 members 
Mstep: Class 19 contains 19633 members 
Mstep: Class 20 contains 8528 members 
Mstep: Class 21 contains 4257 members 
Mstep: Class 22 contains 12350 members 
Mstep: Class 23 contains 25576 members 
Mstep: Class 25 contains 5481 members 
Mstep: Class 26 contains 118565 members 
Mstep: Class 27 contains 37128 members 
Mstep: Class 28 contains 419 members 
Mstep: Class 29 contains 5527 members 
Mstep: Class 30 contains 4214 members 
Mstep: Class 31 contains 3155 members 
Mstep: Class 32 contains 1161 members 
Mstep: Class 33 contains 10752 members 
Mstep: Class 34 contains 919 members 
Mstep: Class 35 contains 8465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155654112.000000 Penalty: 119086.632812
Iteration 114Q: 35 clusters Score -1.556541e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13778 members 
Mstep: Class 2 contains 1235 members 
Mstep: Class 3 contains 5030 members 
Mstep: Class 4 contains 10320 members 
Mstep: Class 5 contains 2467 members 
Mstep: Class 6 contains 3927 members 
Mstep: Class 7 contains 238181 members 
Mstep: Class 8 contains 73973 members 
Mstep: Class 9 contains 43963 members 
Mstep: Class 10 contains 3889 members 
Mstep: Class 11 contains 215089 members 
Mstep: Class 12 contains 8390 members 
Mstep: Class 13 contains 69085 members 
Mstep: Class 14 contains 42265 members 
Mstep: Class 15 contains 231244 members 
Mstep: Class 16 contains 1550 members 
Mstep: Class 17 contains 45387 members 
Mstep: Class 18 contains 84328 members 
Mstep: Class 19 contains 19633 members 
Mstep: Class 20 contains 8528 members 
Mstep: Class 21 contains 4257 members 
Mstep: Class 22 contains 12352 members 
Mstep: Class 23 contains 25576 members 
Mstep: Class 25 contains 5480 members 
Mstep: Class 26 contains 118566 members 
Mstep: Class 27 contains 37136 members 
Mstep: Class 28 contains 419 members 
Mstep: Class 29 contains 5527 members 
Mstep: Class 30 contains 4214 members 
Mstep: Class 31 contains 3155 members 
Mstep: Class 32 contains 1161 members 
Mstep: Class 33 contains 10753 members 
Mstep: Class 34 contains 919 members 
Mstep: Class 35 contains 8465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155654080.000000 Penalty: 119086.632812
Iteration 115Q: 35 clusters Score -1.556541e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13778 members 
Mstep: Class 2 contains 1235 members 
Mstep: Class 3 contains 5030 members 
Mstep: Class 4 contains 10319 members 
Mstep: Class 5 contains 2467 members 
Mstep: Class 6 contains 3927 members 
Mstep: Class 7 contains 238182 members 
Mstep: Class 8 contains 73975 members 
Mstep: Class 9 contains 43960 members 
Mstep: Class 10 contains 3887 members 
Mstep: Class 11 contains 215088 members 
Mstep: Class 12 contains 8390 members 
Mstep: Class 13 contains 69084 members 
Mstep: Class 14 contains 42266 members 
Mstep: Class 15 contains 231240 members 
Mstep: Class 16 contains 1550 members 
Mstep: Class 17 contains 45387 members 
Mstep: Class 18 contains 84324 members 
Mstep: Class 19 contains 19634 members 
Mstep: Class 20 contains 8528 members 
Mstep: Class 21 contains 4257 members 
Mstep: Class 22 contains 12352 members 
Mstep: Class 23 contains 25576 members 
Mstep: Class 25 contains 5479 members 
Mstep: Class 26 contains 118568 members 
Mstep: Class 27 contains 37143 members 
Mstep: Class 28 contains 419 members 
Mstep: Class 29 contains 5527 members 
Mstep: Class 30 contains 4214 members 
Mstep: Class 31 contains 3155 members 
Mstep: Class 32 contains 1161 members 
Mstep: Class 33 contains 10756 members 
Mstep: Class 34 contains 919 members 
Mstep: Class 35 contains 8465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155654000.000000 Penalty: 119086.632812
Iteration 116Q: 35 clusters Score -1.55654e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13778 members 
Mstep: Class 2 contains 1235 members 
Mstep: Class 3 contains 5030 members 
Mstep: Class 4 contains 10319 members 
Mstep: Class 5 contains 2467 members 
Mstep: Class 6 contains 3927 members 
Mstep: Class 7 contains 238185 members 
Mstep: Class 8 contains 73978 members 
Mstep: Class 9 contains 43957 members 
Mstep: Class 10 contains 3887 members 
Mstep: Class 11 contains 215087 members 
Mstep: Class 12 contains 8390 members 
Mstep: Class 13 contains 69083 members 
Mstep: Class 14 contains 42266 members 
Mstep: Class 15 contains 231231 members 
Mstep: Class 16 contains 1550 members 
Mstep: Class 17 contains 45387 members 
Mstep: Class 18 contains 84319 members 
Mstep: Class 19 contains 19634 members 
Mstep: Class 20 contains 8528 members 
Mstep: Class 21 contains 4257 members 
Mstep: Class 22 contains 12352 members 
Mstep: Class 23 contains 25576 members 
Mstep: Class 25 contains 5479 members 
Mstep: Class 26 contains 118572 members 
Mstep: Class 27 contains 37148 members 
Mstep: Class 28 contains 419 members 
Mstep: Class 29 contains 5527 members 
Mstep: Class 30 contains 4214 members 
Mstep: Class 31 contains 3155 members 
Mstep: Class 32 contains 1161 members 
Mstep: Class 33 contains 10760 members 
Mstep: Class 34 contains 919 members 
Mstep: Class 35 contains 8465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155654064.000000 Penalty: 119086.632812
Iteration 117Q: 35 clusters Score -1.556541e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13778 members 
Mstep: Class 2 contains 1235 members 
Mstep: Class 3 contains 5029 members 
Mstep: Class 4 contains 10319 members 
Mstep: Class 5 contains 2467 members 
Mstep: Class 6 contains 3927 members 
Mstep: Class 7 contains 238186 members 
Mstep: Class 8 contains 73980 members 
Mstep: Class 9 contains 43956 members 
Mstep: Class 10 contains 3887 members 
Mstep: Class 11 contains 215086 members 
Mstep: Class 12 contains 8390 members 
Mstep: Class 13 contains 69084 members 
Mstep: Class 14 contains 42266 members 
Mstep: Class 15 contains 231229 members 
Mstep: Class 16 contains 1550 members 
Mstep: Class 17 contains 45387 members 
Mstep: Class 18 contains 84317 members 
Mstep: Class 19 contains 19634 members 
Mstep: Class 20 contains 8528 members 
Mstep: Class 21 contains 4257 members 
Mstep: Class 22 contains 12353 members 
Mstep: Class 23 contains 25576 members 
Mstep: Class 25 contains 5479 members 
Mstep: Class 26 contains 118572 members 
Mstep: Class 27 contains 37151 members 
Mstep: Class 28 contains 419 members 
Mstep: Class 29 contains 5527 members 
Mstep: Class 30 contains 4214 members 
Mstep: Class 31 contains 3155 members 
Mstep: Class 32 contains 1161 members 
Mstep: Class 33 contains 10759 members 
Mstep: Class 34 contains 919 members 
Mstep: Class 35 contains 8465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155654080.000000 Penalty: 119086.632812
Iteration 118Q: 35 clusters Score -1.556541e+08 nChanged 20
Entering ConstructFrom: 
Score: -155654080.000000 Penalty: 119086.632812
Entering ConstructFrom: 
Trying to split cluster 1 (13778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13778 members 
Entering Unmasked Estep 
Score: -1574339.750000 Penalty: 2363.645508
	Iteration 0F: 2 clusters Score -1574340 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -1564290.250000 Penalty: 4727.291016
	Iteration 0F: 3 clusters Score -1564290 nChanged 5901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1567639.375000 Penalty: 4727.291016
	Iteration 1F: 3 clusters Score -1567639 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -1568190.625000 Penalty: 4727.291016
	Iteration 2F: 3 clusters Score -1568191 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -1568624.000000 Penalty: 4727.291016
	Iteration 3F: 3 clusters Score -1568624 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -1569024.375000 Penalty: 4727.291016
	Iteration 4F: 3 clusters Score -1569024 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1569401.375000 Penalty: 4727.291016
	Iteration 5F: 3 clusters Score -1569401 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -1569776.250000 Penalty: 4727.291016
	Iteration 6Q: 3 clusters Score -1569776 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -1570197.375000 Penalty: 4727.291016
	Iteration 7Q: 3 clusters Score -1570197 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -1570609.625000 Penalty: 4727.291016
	Iteration 8Q: 3 clusters Score -1570610 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -1570932.625000 Penalty: 4727.291016
	Iteration 9Q: 3 clusters Score -1570933 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -1571173.500000 Penalty: 4727.291016
	Iteration 10Q: 3 clusters Score -1571174 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -1571350.500000 Penalty: 4727.291016
	Iteration 11Q: 3 clusters Score -1571350 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -1571517.625000 Penalty: 4727.291016
	Iteration 12Q: 3 clusters Score -1571518 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -1571670.625000 Penalty: 4727.291016
	Iteration 13Q: 3 clusters Score -1571671 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -1571782.000000 Penalty: 4727.291016
	Iteration 14Q: 3 clusters Score -1571782 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -1571873.375000 Penalty: 4727.291016
	Iteration 15Q: 3 clusters Score -1571873 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -1571958.500000 Penalty: 4727.291016
	Iteration 16Q: 3 clusters Score -1571958 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -1572030.375000 Penalty: 4727.291016
	Iteration 17Q: 3 clusters Score -1572030 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -1572101.625000 Penalty: 4727.291016
	Iteration 18Q: 3 clusters Score -1572102 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -1572161.375000 Penalty: 4727.291016
	Iteration 19Q: 3 clusters Score -1572161 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -1572223.375000 Penalty: 4727.291016
	Iteration 20F: 3 clusters Score -1572223 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -1572277.875000 Penalty: 4727.291016
	Iteration 21Q: 3 clusters Score -1572278 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -1572327.500000 Penalty: 4727.291016
	Iteration 22Q: 3 clusters Score -1572328 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -1572378.625000 Penalty: 4727.291016
	Iteration 23Q: 3 clusters Score -1572379 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -1572439.500000 Penalty: 4727.291016
	Iteration 24Q: 3 clusters Score -1572440 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1572504.875000 Penalty: 4727.291016
	Iteration 25Q: 3 clusters Score -1572505 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11951 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -1572566.000000 Penalty: 4727.291016
	Iteration 26Q: 3 clusters Score -1572566 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -1572622.250000 Penalty: 4727.291016
	Iteration 27Q: 3 clusters Score -1572622 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1572699.125000 Penalty: 4727.291016
	Iteration 28Q: 3 clusters Score -1572699 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -1572758.375000 Penalty: 4727.291016
	Iteration 29Q: 3 clusters Score -1572758 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12115 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1572816.375000 Penalty: 4727.291016
	Iteration 30Q: 3 clusters Score -1572816 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1572907.875000 Penalty: 4727.291016
	Iteration 31Q: 3 clusters Score -1572908 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12085 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -1573057.375000 Penalty: 4727.291016
	Iteration 32Q: 3 clusters Score -1573057 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -1573286.000000 Penalty: 4727.291016
	Iteration 33Q: 3 clusters Score -1573286 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11963 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -1573489.625000 Penalty: 4727.291016
	Iteration 34Q: 3 clusters Score -1573490 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -1573644.750000 Penalty: 4727.291016
	Iteration 35Q: 3 clusters Score -1573645 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -1573792.000000 Penalty: 4727.291016
	Iteration 36Q: 3 clusters Score -1573792 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -1573936.875000 Penalty: 4727.291016
	Iteration 37Q: 3 clusters Score -1573937 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -1574116.875000 Penalty: 4727.291016
	Iteration 38Q: 3 clusters Score -1574117 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -1574328.375000 Penalty: 4727.291016
	Iteration 39Q: 3 clusters Score -1574328 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -1574559.125000 Penalty: 4727.291016
	Iteration 40F: 3 clusters Score -1574559 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -1574766.875000 Penalty: 4727.291016
	Iteration 41Q: 3 clusters Score -1574767 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -1574935.500000 Penalty: 4727.291016
	Iteration 42Q: 3 clusters Score -1574936 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -1575099.500000 Penalty: 4727.291016
	Iteration 43Q: 3 clusters Score -1575100 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -1575225.125000 Penalty: 4727.291016
	Iteration 44Q: 3 clusters Score -1575225 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -1575297.250000 Penalty: 4727.291016
	Iteration 45Q: 3 clusters Score -1575297 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -1575364.375000 Penalty: 4727.291016
	Iteration 46Q: 3 clusters Score -1575364 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -1575391.750000 Penalty: 4727.291016
	Iteration 47Q: 3 clusters Score -1575392 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -1575409.500000 Penalty: 4727.291016
	Iteration 48Q: 3 clusters Score -1575410 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -1575424.375000 Penalty: 4727.291016
	Iteration 49Q: 3 clusters Score -1575424 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -1575434.375000 Penalty: 4727.291016
	Iteration 50Q: 3 clusters Score -1575434 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -1575442.125000 Penalty: 4727.291016
	Iteration 51Q: 3 clusters Score -1575442 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -1575447.625000 Penalty: 4727.291016
	Iteration 52Q: 3 clusters Score -1575448 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -1575449.500000 Penalty: 4727.291016
	Iteration 53Q: 3 clusters Score -1575450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1575448.250000 Penalty: 4727.291016
	Iteration 54Q: 3 clusters Score -1575448 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -1575449.875000 Penalty: 4727.291016
	Iteration 55Q: 3 clusters Score -1575450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -1575449.500000 Penalty: 4727.291016
	Iteration 56Q: 3 clusters Score -1575450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -1575450.250000 Penalty: 4727.291016
	Iteration 57Q: 3 clusters Score -1575450 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -1575450.750000 Penalty: 4727.291016
	Iteration 58F: 3 clusters Score -1575451 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -1575450.375000 Penalty: 4727.291016
	Iteration 59Q: 3 clusters Score -1575450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -1575448.875000 Penalty: 4727.291016
	Iteration 60F: 3 clusters Score -1575449 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -1575450.125000 Penalty: 4727.291016
	Iteration 61Q: 3 clusters Score -1575450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -1575450.875000 Penalty: 4727.291016
	Iteration 62Q: 3 clusters Score -1575451 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -1575454.125000 Penalty: 4727.291016
	Iteration 63Q: 3 clusters Score -1575454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -1575450.250000 Penalty: 4727.291016
	Iteration 64Q: 3 clusters Score -1575450 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -1575454.375000 Penalty: 4727.291016
	Iteration 65Q: 3 clusters Score -1575454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -1575457.500000 Penalty: 4727.291016
	Iteration 66Q: 3 clusters Score -1575458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -1575455.625000 Penalty: 4727.291016
	Iteration 67Q: 3 clusters Score -1575456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -1575454.500000 Penalty: 4727.291016
	Iteration 68Q: 3 clusters Score -1575454 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -1575454.500000 Penalty: 4727.291016
	Iteration 69F: 3 clusters Score -1575454 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 1235 members 
Mstep: Class 3 contains 5029 members 
Mstep: Class 4 contains 10319 members 
Mstep: Class 5 contains 2467 members 
Mstep: Class 6 contains 3927 members 
Mstep: Class 7 contains 238187 members 
Mstep: Class 8 contains 73987 members 
Mstep: Class 9 contains 43955 members 
Mstep: Class 10 contains 3887 members 
Mstep: Class 11 contains 215087 members 
Mstep: Class 12 contains 8390 members 
Mstep: Class 13 contains 69084 members 
Mstep: Class 14 contains 42266 members 
Mstep: Class 15 contains 231223 members 
Mstep: Class 16 contains 1550 members 
Mstep: Class 17 contains 45387 members 
Mstep: Class 18 contains 84314 members 
Mstep: Class 19 contains 19634 members 
Mstep: Class 20 contains 8528 members 
Mstep: Class 21 contains 4257 members 
Mstep: Class 22 contains 12353 members 
Mstep: Class 23 contains 25576 members 
Mstep: Class 24 contains 4353 members 
Mstep: Class 25 contains 5479 members 
Mstep: Class 26 contains 118572 members 
Mstep: Class 27 contains 37151 members 
Mstep: Class 28 contains 419 members 
Mstep: Class 29 contains 5527 members 
Mstep: Class 30 contains 4214 members 
Mstep: Class 31 contains 3155 members 
Mstep: Class 32 contains 1161 members 
Mstep: Class 33 contains 10760 members 
Mstep: Class 34 contains 919 members 
Mstep: Class 35 contains 8465 members 
Entering Unmasked Estep 
Score: -155653824.000000 Penalty: 122589.179688
Splitting cluster 1 changes total score from -155654080.000000 to -155653824.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (1235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Entering Unmasked Estep 
Score: -130468.484375 Penalty: 1765.468994
	Iteration 0F: 2 clusters Score -130468.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -128359.757812 Penalty: 3530.937988
	Iteration 0F: 3 clusters Score -128359.8 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -128673.210938 Penalty: 3530.937988
	Iteration 1F: 3 clusters Score -128673.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -128796.101562 Penalty: 3530.937988
	Iteration 2F: 3 clusters Score -128796.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -128850.609375 Penalty: 3530.937988
	Iteration 3Q: 3 clusters Score -128850.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -128887.531250 Penalty: 3530.937988
	Iteration 4Q: 3 clusters Score -128887.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -128913.789062 Penalty: 3530.937988
	Iteration 5Q: 3 clusters Score -128913.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -128931.515625 Penalty: 3530.937988
	Iteration 6Q: 3 clusters Score -128931.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -128947.218750 Penalty: 3530.937988
	Iteration 7Q: 3 clusters Score -128947.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -128956.398438 Penalty: 3530.937988
	Iteration 8Q: 3 clusters Score -128956.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -128961.406250 Penalty: 3530.937988
	Iteration 9Q: 3 clusters Score -128961.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -128966.656250 Penalty: 3530.937988
	Iteration 10Q: 3 clusters Score -128966.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -128974.945312 Penalty: 3530.937988
	Iteration 11Q: 3 clusters Score -128974.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -128989.867188 Penalty: 3530.937988
	Iteration 12Q: 3 clusters Score -128989.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -128997.109375 Penalty: 3530.937988
	Iteration 13Q: 3 clusters Score -128997.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -129007.945312 Penalty: 3530.937988
	Iteration 14Q: 3 clusters Score -129007.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -129010.429688 Penalty: 3530.937988
	Iteration 15Q: 3 clusters Score -129010.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -129013.046875 Penalty: 3530.937988
	Iteration 16Q: 3 clusters Score -129013 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -129013.046875 Penalty: 3530.937988
	Iteration 17F: 3 clusters Score -129013 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Entering Unmasked Estep 
Score: -571666.625000 Penalty: 2113.698242
	Iteration 0F: 2 clusters Score -571666.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -567107.750000 Penalty: 4227.396484
	Iteration 0F: 3 clusters Score -567107.8 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -568257.562500 Penalty: 4227.396484
	Iteration 1F: 3 clusters Score -568257.6 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -568515.500000 Penalty: 4227.396484
	Iteration 2F: 3 clusters Score -568515.5 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -568693.187500 Penalty: 4227.396484
	Iteration 3F: 3 clusters Score -568693.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -568845.562500 Penalty: 4227.396484
	Iteration 4Q: 3 clusters Score -568845.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -568998.500000 Penalty: 4227.396484
	Iteration 5Q: 3 clusters Score -568998.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -569138.812500 Penalty: 4227.396484
	Iteration 6Q: 3 clusters Score -569138.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -569286.562500 Penalty: 4227.396484
	Iteration 7Q: 3 clusters Score -569286.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -569429.562500 Penalty: 4227.396484
	Iteration 8Q: 3 clusters Score -569429.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -569570.375000 Penalty: 4227.396484
	Iteration 9Q: 3 clusters Score -569570.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -569679.937500 Penalty: 4227.396484
	Iteration 10Q: 3 clusters Score -569679.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -569780.437500 Penalty: 4227.396484
	Iteration 11Q: 3 clusters Score -569780.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -569846.375000 Penalty: 4227.396484
	Iteration 12Q: 3 clusters Score -569846.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -569895.500000 Penalty: 4227.396484
	Iteration 13Q: 3 clusters Score -569895.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -569950.687500 Penalty: 4227.396484
	Iteration 14Q: 3 clusters Score -569950.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -570001.812500 Penalty: 4227.396484
	Iteration 15Q: 3 clusters Score -570001.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -570036.500000 Penalty: 4227.396484
	Iteration 16Q: 3 clusters Score -570036.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -570070.187500 Penalty: 4227.396484
	Iteration 17Q: 3 clusters Score -570070.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -570085.750000 Penalty: 4227.396484
	Iteration 18Q: 3 clusters Score -570085.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -570098.250000 Penalty: 4227.396484
	Iteration 19Q: 3 clusters Score -570098.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -570109.375000 Penalty: 4227.396484
	Iteration 20F: 3 clusters Score -570109.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -570126.187500 Penalty: 4227.396484
	Iteration 21Q: 3 clusters Score -570126.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -570149.437500 Penalty: 4227.396484
	Iteration 22Q: 3 clusters Score -570149.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -570164.250000 Penalty: 4227.396484
	Iteration 23Q: 3 clusters Score -570164.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -570175.125000 Penalty: 4227.396484
	Iteration 24Q: 3 clusters Score -570175.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -570182.937500 Penalty: 4227.396484
	Iteration 25Q: 3 clusters Score -570182.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -570189.562500 Penalty: 4227.396484
	Iteration 26Q: 3 clusters Score -570189.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -570197.875000 Penalty: 4227.396484
	Iteration 27Q: 3 clusters Score -570197.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -570204.312500 Penalty: 4227.396484
	Iteration 28Q: 3 clusters Score -570204.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -570212.750000 Penalty: 4227.396484
	Iteration 29Q: 3 clusters Score -570212.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -570220.812500 Penalty: 4227.396484
	Iteration 30Q: 3 clusters Score -570220.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -570228.125000 Penalty: 4227.396484
	Iteration 31Q: 3 clusters Score -570228.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -570238.937500 Penalty: 4227.396484
	Iteration 32Q: 3 clusters Score -570238.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -570251.500000 Penalty: 4227.396484
	Iteration 33Q: 3 clusters Score -570251.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -570269.250000 Penalty: 4227.396484
	Iteration 34Q: 3 clusters Score -570269.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -570297.937500 Penalty: 4227.396484
	Iteration 35Q: 3 clusters Score -570297.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -570350.437500 Penalty: 4227.396484
	Iteration 36Q: 3 clusters Score -570350.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -570449.250000 Penalty: 4227.396484
	Iteration 37Q: 3 clusters Score -570449.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -570629.812500 Penalty: 4227.396484
	Iteration 38Q: 3 clusters Score -570629.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -570765.125000 Penalty: 4227.396484
	Iteration 39Q: 3 clusters Score -570765.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -570830.125000 Penalty: 4227.396484
	Iteration 40F: 3 clusters Score -570830.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -570863.875000 Penalty: 4227.396484
	Iteration 41Q: 3 clusters Score -570863.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -570887.062500 Penalty: 4227.396484
	Iteration 42Q: 3 clusters Score -570887.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -570901.750000 Penalty: 4227.396484
	Iteration 43Q: 3 clusters Score -570901.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -570911.312500 Penalty: 4227.396484
	Iteration 44Q: 3 clusters Score -570911.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -570916.687500 Penalty: 4227.396484
	Iteration 45Q: 3 clusters Score -570916.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -570920.250000 Penalty: 4227.396484
	Iteration 46Q: 3 clusters Score -570920.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -570920.812500 Penalty: 4227.396484
	Iteration 47Q: 3 clusters Score -570920.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -570922.625000 Penalty: 4227.396484
	Iteration 48Q: 3 clusters Score -570922.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -570922.750000 Penalty: 4227.396484
	Iteration 49Q: 3 clusters Score -570922.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -570922.750000 Penalty: 4227.396484
	Iteration 50F: 3 clusters Score -570922.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Entering Unmasked Estep 
Score: -1184465.625000 Penalty: 2291.952148
	Iteration 0F: 2 clusters Score -1184466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -1176622.000000 Penalty: 4583.904297
	Iteration 0F: 3 clusters Score -1176622 nChanged 4223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -1178889.875000 Penalty: 4583.904297
	Iteration 1F: 3 clusters Score -1178890 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1179172.625000 Penalty: 4583.904297
	Iteration 2F: 3 clusters Score -1179173 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -1179394.750000 Penalty: 4583.904297
	Iteration 3Q: 3 clusters Score -1179395 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -1179594.875000 Penalty: 4583.904297
	Iteration 4Q: 3 clusters Score -1179595 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -1179788.875000 Penalty: 4583.904297
	Iteration 5Q: 3 clusters Score -1179789 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -1179987.000000 Penalty: 4583.904297
	Iteration 6Q: 3 clusters Score -1179987 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -1180202.000000 Penalty: 4583.904297
	Iteration 7Q: 3 clusters Score -1180202 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -1180454.750000 Penalty: 4583.904297
	Iteration 8Q: 3 clusters Score -1180455 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -1180736.750000 Penalty: 4583.904297
	Iteration 9Q: 3 clusters Score -1180737 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -1181060.875000 Penalty: 4583.904297
	Iteration 10Q: 3 clusters Score -1181061 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1181393.375000 Penalty: 4583.904297
	Iteration 11Q: 3 clusters Score -1181393 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -1181712.125000 Penalty: 4583.904297
	Iteration 12Q: 3 clusters Score -1181712 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -1181966.125000 Penalty: 4583.904297
	Iteration 13Q: 3 clusters Score -1181966 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -1182130.375000 Penalty: 4583.904297
	Iteration 14Q: 3 clusters Score -1182130 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -1182223.875000 Penalty: 4583.904297
	Iteration 15Q: 3 clusters Score -1182224 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -1182287.125000 Penalty: 4583.904297
	Iteration 16Q: 3 clusters Score -1182287 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -1182327.500000 Penalty: 4583.904297
	Iteration 17Q: 3 clusters Score -1182328 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -1182353.875000 Penalty: 4583.904297
	Iteration 18Q: 3 clusters Score -1182354 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -1182376.000000 Penalty: 4583.904297
	Iteration 19Q: 3 clusters Score -1182376 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -1182390.375000 Penalty: 4583.904297
	Iteration 20F: 3 clusters Score -1182390 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -1182405.250000 Penalty: 4583.904297
	Iteration 21Q: 3 clusters Score -1182405 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -1182409.500000 Penalty: 4583.904297
	Iteration 22Q: 3 clusters Score -1182410 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -1182412.250000 Penalty: 4583.904297
	Iteration 23Q: 3 clusters Score -1182412 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -1182414.250000 Penalty: 4583.904297
	Iteration 24Q: 3 clusters Score -1182414 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -1182414.625000 Penalty: 4583.904297
	Iteration 25Q: 3 clusters Score -1182415 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -1182415.875000 Penalty: 4583.904297
	Iteration 26Q: 3 clusters Score -1182416 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -1182416.250000 Penalty: 4583.904297
	Iteration 27Q: 3 clusters Score -1182416 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -1182418.000000 Penalty: 4583.904297
	Iteration 28Q: 3 clusters Score -1182418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -1182419.125000 Penalty: 4583.904297
	Iteration 29Q: 3 clusters Score -1182419 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -1182418.125000 Penalty: 4583.904297
	Iteration 30Q: 3 clusters Score -1182418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -1182419.500000 Penalty: 4583.904297
	Iteration 31Q: 3 clusters Score -1182420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -1182421.000000 Penalty: 4583.904297
	Iteration 32Q: 3 clusters Score -1182421 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -1182421.000000 Penalty: 4583.904297
	Iteration 33F: 3 clusters Score -1182421 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Entering Unmasked Estep 
Score: -241080.609375 Penalty: 1937.067993
	Iteration 0F: 2 clusters Score -241080.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -238182.812500 Penalty: 3874.135986
	Iteration 0F: 3 clusters Score -238182.8 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -238869.156250 Penalty: 3874.135986
	Iteration 1F: 3 clusters Score -238869.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -239295.093750 Penalty: 3874.135986
	Iteration 2F: 3 clusters Score -239295.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -239789.312500 Penalty: 3874.135986
	Iteration 3F: 3 clusters Score -239789.3 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -240384.406250 Penalty: 3874.135986
	Iteration 4F: 3 clusters Score -240384.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -240779.859375 Penalty: 3874.135986
	Iteration 5F: 3 clusters Score -240779.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -241056.015625 Penalty: 3874.135986
	Iteration 6F: 3 clusters Score -241056 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -241278.296875 Penalty: 3874.135986
	Iteration 7Q: 3 clusters Score -241278.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -241413.796875 Penalty: 3874.135986
	Iteration 8Q: 3 clusters Score -241413.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -241474.875000 Penalty: 3874.135986
	Iteration 9Q: 3 clusters Score -241474.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -241498.453125 Penalty: 3874.135986
	Iteration 10Q: 3 clusters Score -241498.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -241509.343750 Penalty: 3874.135986
	Iteration 11Q: 3 clusters Score -241509.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -241521.671875 Penalty: 3874.135986
	Iteration 12Q: 3 clusters Score -241521.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -241524.046875 Penalty: 3874.135986
	Iteration 13Q: 3 clusters Score -241524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -241525.218750 Penalty: 3874.135986
	Iteration 14Q: 3 clusters Score -241525.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -241525.828125 Penalty: 3874.135986
	Iteration 15Q: 3 clusters Score -241525.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -241525.984375 Penalty: 3874.135986
	Iteration 16Q: 3 clusters Score -241526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -241526.468750 Penalty: 3874.135986
	Iteration 17Q: 3 clusters Score -241526.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -241526.468750 Penalty: 3874.135986
	Iteration 18F: 3 clusters Score -241526.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13778 members 
Mstep: Class 2 contains 1235 members 
Mstep: Class 3 contains 5029 members 
Mstep: Class 4 contains 10319 members 
Mstep: Class 5 contains 1511 members 
Mstep: Class 6 contains 3927 members 
Mstep: Class 7 contains 238187 members 
Mstep: Class 8 contains 73987 members 
Mstep: Class 9 contains 43955 members 
Mstep: Class 10 contains 3887 members 
Mstep: Class 11 contains 215087 members 
Mstep: Class 12 contains 8390 members 
Mstep: Class 13 contains 69084 members 
Mstep: Class 14 contains 42266 members 
Mstep: Class 15 contains 231223 members 
Mstep: Class 16 contains 1550 members 
Mstep: Class 17 contains 45387 members 
Mstep: Class 18 contains 84314 members 
Mstep: Class 19 contains 19634 members 
Mstep: Class 20 contains 8528 members 
Mstep: Class 21 contains 4257 members 
Mstep: Class 22 contains 12353 members 
Mstep: Class 23 contains 25576 members 
Mstep: Class 24 contains 956 members 
Mstep: Class 25 contains 5479 members 
Mstep: Class 26 contains 118572 members 
Mstep: Class 27 contains 37151 members 
Mstep: Class 28 contains 419 members 
Mstep: Class 29 contains 5527 members 
Mstep: Class 30 contains 4214 members 
Mstep: Class 31 contains 3155 members 
Mstep: Class 32 contains 1161 members 
Mstep: Class 33 contains 10760 members 
Mstep: Class 34 contains 919 members 
Mstep: Class 35 contains 8465 members 
Entering Unmasked Estep 
Score: -155652848.000000 Penalty: 122589.179688
Splitting cluster 5 changes total score from -155654080.000000 to -155652848.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (3927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Entering Unmasked Estep 
Score: -431515.750000 Penalty: 2052.356445
	Iteration 0F: 2 clusters Score -431515.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -427666.562500 Penalty: 4104.712891
	Iteration 0F: 3 clusters Score -427666.6 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -428513.406250 Penalty: 4104.712891
	Iteration 1F: 3 clusters Score -428513.4 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -428736.812500 Penalty: 4104.712891
	Iteration 2F: 3 clusters Score -428736.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -428863.718750 Penalty: 4104.712891
	Iteration 3F: 3 clusters Score -428863.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -428950.000000 Penalty: 4104.712891
	Iteration 4Q: 3 clusters Score -428950 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -429008.343750 Penalty: 4104.712891
	Iteration 5Q: 3 clusters Score -429008.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -429051.687500 Penalty: 4104.712891
	Iteration 6Q: 3 clusters Score -429051.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -429080.000000 Penalty: 4104.712891
	Iteration 7Q: 3 clusters Score -429080 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -429107.812500 Penalty: 4104.712891
	Iteration 8Q: 3 clusters Score -429107.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -429133.875000 Penalty: 4104.712891
	Iteration 9Q: 3 clusters Score -429133.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -429156.125000 Penalty: 4104.712891
	Iteration 10Q: 3 clusters Score -429156.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -429173.343750 Penalty: 4104.712891
	Iteration 11Q: 3 clusters Score -429173.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -429189.562500 Penalty: 4104.712891
	Iteration 12Q: 3 clusters Score -429189.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -429207.562500 Penalty: 4104.712891
	Iteration 13Q: 3 clusters Score -429207.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -429221.687500 Penalty: 4104.712891
	Iteration 14Q: 3 clusters Score -429221.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -429234.562500 Penalty: 4104.712891
	Iteration 15Q: 3 clusters Score -429234.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -429247.906250 Penalty: 4104.712891
	Iteration 16Q: 3 clusters Score -429247.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -429259.656250 Penalty: 4104.712891
	Iteration 17Q: 3 clusters Score -429259.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -429267.750000 Penalty: 4104.712891
	Iteration 18Q: 3 clusters Score -429267.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -429277.250000 Penalty: 4104.712891
	Iteration 19Q: 3 clusters Score -429277.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -429290.843750 Penalty: 4104.712891
	Iteration 20F: 3 clusters Score -429290.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -429304.000000 Penalty: 4104.712891
	Iteration 21Q: 3 clusters Score -429304 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -429313.093750 Penalty: 4104.712891
	Iteration 22Q: 3 clusters Score -429313.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -429322.593750 Penalty: 4104.712891
	Iteration 23Q: 3 clusters Score -429322.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -429338.812500 Penalty: 4104.712891
	Iteration 24Q: 3 clusters Score -429338.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -429357.062500 Penalty: 4104.712891
	Iteration 25Q: 3 clusters Score -429357.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -429377.250000 Penalty: 4104.712891
	Iteration 26Q: 3 clusters Score -429377.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -429394.843750 Penalty: 4104.712891
	Iteration 27Q: 3 clusters Score -429394.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -429408.718750 Penalty: 4104.712891
	Iteration 28Q: 3 clusters Score -429408.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -429421.687500 Penalty: 4104.712891
	Iteration 29Q: 3 clusters Score -429421.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -429433.187500 Penalty: 4104.712891
	Iteration 30Q: 3 clusters Score -429433.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -429444.593750 Penalty: 4104.712891
	Iteration 31Q: 3 clusters Score -429444.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -429455.968750 Penalty: 4104.712891
	Iteration 32Q: 3 clusters Score -429456 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -429468.562500 Penalty: 4104.712891
	Iteration 33Q: 3 clusters Score -429468.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -429481.343750 Penalty: 4104.712891
	Iteration 34Q: 3 clusters Score -429481.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -429493.031250 Penalty: 4104.712891
	Iteration 35Q: 3 clusters Score -429493 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -429503.343750 Penalty: 4104.712891
	Iteration 36Q: 3 clusters Score -429503.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -429518.656250 Penalty: 4104.712891
	Iteration 37Q: 3 clusters Score -429518.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -429536.500000 Penalty: 4104.712891
	Iteration 38Q: 3 clusters Score -429536.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -429552.312500 Penalty: 4104.712891
	Iteration 39Q: 3 clusters Score -429552.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -429564.750000 Penalty: 4104.712891
	Iteration 40F: 3 clusters Score -429564.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -429573.593750 Penalty: 4104.712891
	Iteration 41Q: 3 clusters Score -429573.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -429582.343750 Penalty: 4104.712891
	Iteration 42Q: 3 clusters Score -429582.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -429592.125000 Penalty: 4104.712891
	Iteration 43Q: 3 clusters Score -429592.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -429600.625000 Penalty: 4104.712891
	Iteration 44Q: 3 clusters Score -429600.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -429606.562500 Penalty: 4104.712891
	Iteration 45Q: 3 clusters Score -429606.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -429615.843750 Penalty: 4104.712891
	Iteration 46Q: 3 clusters Score -429615.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -429623.312500 Penalty: 4104.712891
	Iteration 47Q: 3 clusters Score -429623.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -429629.718750 Penalty: 4104.712891
	Iteration 48Q: 3 clusters Score -429629.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -429637.593750 Penalty: 4104.712891
	Iteration 49Q: 3 clusters Score -429637.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -429649.343750 Penalty: 4104.712891
	Iteration 50Q: 3 clusters Score -429649.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -429661.593750 Penalty: 4104.712891
	Iteration 51Q: 3 clusters Score -429661.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -429667.406250 Penalty: 4104.712891
	Iteration 52Q: 3 clusters Score -429667.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -429673.781250 Penalty: 4104.712891
	Iteration 53Q: 3 clusters Score -429673.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -429682.156250 Penalty: 4104.712891
	Iteration 54Q: 3 clusters Score -429682.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -429688.687500 Penalty: 4104.712891
	Iteration 55Q: 3 clusters Score -429688.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -429695.968750 Penalty: 4104.712891
	Iteration 56Q: 3 clusters Score -429696 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -429701.875000 Penalty: 4104.712891
	Iteration 57Q: 3 clusters Score -429701.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -429709.687500 Penalty: 4104.712891
	Iteration 58Q: 3 clusters Score -429709.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -429717.312500 Penalty: 4104.712891
	Iteration 59Q: 3 clusters Score -429717.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -429722.500000 Penalty: 4104.712891
	Iteration 60F: 3 clusters Score -429722.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -429724.437500 Penalty: 4104.712891
	Iteration 61Q: 3 clusters Score -429724.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -429730.812500 Penalty: 4104.712891
	Iteration 62Q: 3 clusters Score -429730.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -429735.531250 Penalty: 4104.712891
	Iteration 63Q: 3 clusters Score -429735.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -429739.000000 Penalty: 4104.712891
	Iteration 64Q: 3 clusters Score -429739 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -429740.562500 Penalty: 4104.712891
	Iteration 65Q: 3 clusters Score -429740.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -429743.343750 Penalty: 4104.712891
	Iteration 66Q: 3 clusters Score -429743.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -429746.000000 Penalty: 4104.712891
	Iteration 67Q: 3 clusters Score -429746 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -429748.218750 Penalty: 4104.712891
	Iteration 68Q: 3 clusters Score -429748.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -429749.031250 Penalty: 4104.712891
	Iteration 69Q: 3 clusters Score -429749 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -429751.312500 Penalty: 4104.712891
	Iteration 70Q: 3 clusters Score -429751.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -429757.156250 Penalty: 4104.712891
	Iteration 71Q: 3 clusters Score -429757.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -429760.343750 Penalty: 4104.712891
	Iteration 72Q: 3 clusters Score -429760.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -429768.968750 Penalty: 4104.712891
	Iteration 73Q: 3 clusters Score -429769 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -429775.750000 Penalty: 4104.712891
	Iteration 74Q: 3 clusters Score -429775.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -429784.593750 Penalty: 4104.712891
	Iteration 75Q: 3 clusters Score -429784.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -429792.812500 Penalty: 4104.712891
	Iteration 76Q: 3 clusters Score -429792.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -429795.250000 Penalty: 4104.712891
	Iteration 77Q: 3 clusters Score -429795.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -429796.187500 Penalty: 4104.712891
	Iteration 78Q: 3 clusters Score -429796.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -429797.468750 Penalty: 4104.712891
	Iteration 79Q: 3 clusters Score -429797.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -429797.750000 Penalty: 4104.712891
	Iteration 80F: 3 clusters Score -429797.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -429798.156250 Penalty: 4104.712891
	Iteration 81Q: 3 clusters Score -429798.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -429800.968750 Penalty: 4104.712891
	Iteration 82Q: 3 clusters Score -429801 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -429803.093750 Penalty: 4104.712891
	Iteration 83Q: 3 clusters Score -429803.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -429805.343750 Penalty: 4104.712891
	Iteration 84Q: 3 clusters Score -429805.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -429808.593750 Penalty: 4104.712891
	Iteration 85Q: 3 clusters Score -429808.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -429809.843750 Penalty: 4104.712891
	Iteration 86Q: 3 clusters Score -429809.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -429811.968750 Penalty: 4104.712891
	Iteration 87Q: 3 clusters Score -429812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -429814.250000 Penalty: 4104.712891
	Iteration 88Q: 3 clusters Score -429814.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -429816.281250 Penalty: 4104.712891
	Iteration 89Q: 3 clusters Score -429816.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -429817.125000 Penalty: 4104.712891
	Iteration 90Q: 3 clusters Score -429817.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -429818.375000 Penalty: 4104.712891
	Iteration 91Q: 3 clusters Score -429818.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -429818.375000 Penalty: 4104.712891
	Iteration 92F: 3 clusters Score -429818.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (238187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238187 members 
Entering Unmasked Estep 
Score: -28129656.000000 Penalty: 3070.441406
	Iteration 0F: 2 clusters Score -2.812966e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119231 members 
Mstep: Class 2 contains 118956 members 
Entering Unmasked Estep 
Score: -27978076.000000 Penalty: 6140.882812
	Iteration 0F: 3 clusters Score -2.797808e+07 nChanged 114831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121692 members 
Mstep: Class 2 contains 116495 members 
Entering Unmasked Estep 
Score: -28045082.000000 Penalty: 6140.882812
	Iteration 1F: 3 clusters Score -2.804508e+07 nChanged 5712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123128 members 
Mstep: Class 2 contains 115059 members 
Entering Unmasked Estep 
Score: -28046020.000000 Penalty: 6140.882812
	Iteration 2Q: 3 clusters Score -2.804602e+07 nChanged 5947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125391 members 
Mstep: Class 2 contains 112796 members 
Entering Unmasked Estep 
Score: -28047018.000000 Penalty: 6140.882812
	Iteration 3Q: 3 clusters Score -2.804702e+07 nChanged 6723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129048 members 
Mstep: Class 2 contains 109139 members 
Entering Unmasked Estep 
Score: -28048718.000000 Penalty: 6140.882812
	Iteration 4Q: 3 clusters Score -2.804872e+07 nChanged 8211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134767 members 
Mstep: Class 2 contains 103420 members 
Entering Unmasked Estep 
Score: -28051398.000000 Penalty: 6140.882812
	Iteration 5Q: 3 clusters Score -2.80514e+07 nChanged 10769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143534 members 
Mstep: Class 2 contains 94653 members 
Entering Unmasked Estep 
Score: -28056220.000000 Penalty: 6140.882812
	Iteration 6Q: 3 clusters Score -2.805622e+07 nChanged 14427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156271 members 
Mstep: Class 2 contains 81916 members 
Entering Unmasked Estep 
Score: -28064530.000000 Penalty: 6140.882812
	Iteration 7F: 3 clusters Score -2.806453e+07 nChanged 18247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173208 members 
Mstep: Class 2 contains 64979 members 
Entering Unmasked Estep 
Score: -28076842.000000 Penalty: 6140.882812
	Iteration 8F: 3 clusters Score -2.807684e+07 nChanged 19805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192089 members 
Mstep: Class 2 contains 46098 members 
Entering Unmasked Estep 
Score: -28091616.000000 Penalty: 6140.882812
	Iteration 9F: 3 clusters Score -2.809162e+07 nChanged 16997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208652 members 
Mstep: Class 2 contains 29535 members 
Entering Unmasked Estep 
Score: -28105192.000000 Penalty: 6140.882812
	Iteration 10F: 3 clusters Score -2.810519e+07 nChanged 11629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220103 members 
Mstep: Class 2 contains 18084 members 
Entering Unmasked Estep 
Score: -28115364.000000 Penalty: 6140.882812
	Iteration 11Q: 3 clusters Score -2.811536e+07 nChanged 6378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226331 members 
Mstep: Class 2 contains 11856 members 
Entering Unmasked Estep 
Score: -28121130.000000 Penalty: 6140.882812
	Iteration 12Q: 3 clusters Score -2.812113e+07 nChanged 3288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229163 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -28123940.000000 Penalty: 6140.882812
	Iteration 13Q: 3 clusters Score -2.812394e+07 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230636 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -28125566.000000 Penalty: 6140.882812
	Iteration 14Q: 3 clusters Score -2.812557e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231517 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -28126304.000000 Penalty: 6140.882812
	Iteration 15Q: 3 clusters Score -2.81263e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232165 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -28126806.000000 Penalty: 6140.882812
	Iteration 16Q: 3 clusters Score -2.812681e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232673 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -28127126.000000 Penalty: 6140.882812
	Iteration 17Q: 3 clusters Score -2.812713e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233056 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -28127312.000000 Penalty: 6140.882812
	Iteration 18Q: 3 clusters Score -2.812731e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233387 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -28127618.000000 Penalty: 6140.882812
	Iteration 19Q: 3 clusters Score -2.812762e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233645 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -28127748.000000 Penalty: 6140.882812
	Iteration 20F: 3 clusters Score -2.812775e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233865 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -28127840.000000 Penalty: 6140.882812
	Iteration 21Q: 3 clusters Score -2.812784e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234054 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -28127984.000000 Penalty: 6140.882812
	Iteration 22Q: 3 clusters Score -2.812798e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234218 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -28127974.000000 Penalty: 6140.882812
	Iteration 23Q: 3 clusters Score -2.812797e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234372 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -28127956.000000 Penalty: 6140.882812
	Iteration 24Q: 3 clusters Score -2.812796e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234482 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -28128008.000000 Penalty: 6140.882812
	Iteration 25Q: 3 clusters Score -2.812801e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234573 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -28128074.000000 Penalty: 6140.882812
	Iteration 26Q: 3 clusters Score -2.812807e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234645 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -28128136.000000 Penalty: 6140.882812
	Iteration 27Q: 3 clusters Score -2.812814e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234684 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -28128148.000000 Penalty: 6140.882812
	Iteration 28Q: 3 clusters Score -2.812815e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234730 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -28128158.000000 Penalty: 6140.882812
	Iteration 29Q: 3 clusters Score -2.812816e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234771 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -28128178.000000 Penalty: 6140.882812
	Iteration 30Q: 3 clusters Score -2.812818e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234820 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -28128212.000000 Penalty: 6140.882812
	Iteration 31Q: 3 clusters Score -2.812821e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234862 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -28128200.000000 Penalty: 6140.882812
	Iteration 32Q: 3 clusters Score -2.81282e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234904 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -28128192.000000 Penalty: 6140.882812
	Iteration 33Q: 3 clusters Score -2.812819e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234933 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -28128218.000000 Penalty: 6140.882812
	Iteration 34Q: 3 clusters Score -2.812822e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234953 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -28128196.000000 Penalty: 6140.882812
	Iteration 35Q: 3 clusters Score -2.81282e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234974 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -28128246.000000 Penalty: 6140.882812
	Iteration 36Q: 3 clusters Score -2.812825e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234996 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -28128282.000000 Penalty: 6140.882812
	Iteration 37Q: 3 clusters Score -2.812828e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235019 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -28128272.000000 Penalty: 6140.882812
	Iteration 38Q: 3 clusters Score -2.812827e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235050 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -28128308.000000 Penalty: 6140.882812
	Iteration 39Q: 3 clusters Score -2.812831e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235078 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -28128320.000000 Penalty: 6140.882812
	Iteration 40F: 3 clusters Score -2.812832e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235100 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -28128302.000000 Penalty: 6140.882812
	Iteration 41Q: 3 clusters Score -2.81283e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235120 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -28128262.000000 Penalty: 6140.882812
	Iteration 42Q: 3 clusters Score -2.812826e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235131 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -28128254.000000 Penalty: 6140.882812
	Iteration 43Q: 3 clusters Score -2.812825e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235139 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -28128272.000000 Penalty: 6140.882812
	Iteration 44Q: 3 clusters Score -2.812827e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235144 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -28128330.000000 Penalty: 6140.882812
	Iteration 45Q: 3 clusters Score -2.812833e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235151 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -28128316.000000 Penalty: 6140.882812
	Iteration 46Q: 3 clusters Score -2.812832e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235166 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -28128312.000000 Penalty: 6140.882812
	Iteration 47Q: 3 clusters Score -2.812831e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235180 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -28128304.000000 Penalty: 6140.882812
	Iteration 48Q: 3 clusters Score -2.81283e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235190 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -28128296.000000 Penalty: 6140.882812
	Iteration 49Q: 3 clusters Score -2.81283e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235198 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -28128270.000000 Penalty: 6140.882812
	Iteration 50Q: 3 clusters Score -2.812827e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235203 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -28128288.000000 Penalty: 6140.882812
	Iteration 51Q: 3 clusters Score -2.812829e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235212 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -28128292.000000 Penalty: 6140.882812
	Iteration 52Q: 3 clusters Score -2.812829e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235223 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -28128304.000000 Penalty: 6140.882812
	Iteration 53Q: 3 clusters Score -2.81283e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235229 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -28128310.000000 Penalty: 6140.882812
	Iteration 54Q: 3 clusters Score -2.812831e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235234 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -28128330.000000 Penalty: 6140.882812
	Iteration 55Q: 3 clusters Score -2.812833e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235238 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -28128310.000000 Penalty: 6140.882812
	Iteration 56Q: 3 clusters Score -2.812831e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235240 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -28128296.000000 Penalty: 6140.882812
	Iteration 57Q: 3 clusters Score -2.81283e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235243 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -28128324.000000 Penalty: 6140.882812
	Iteration 58Q: 3 clusters Score -2.812832e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235248 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -28128310.000000 Penalty: 6140.882812
	Iteration 59Q: 3 clusters Score -2.812831e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235251 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -28128310.000000 Penalty: 6140.882812
	Iteration 60F: 3 clusters Score -2.812831e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235253 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -28128328.000000 Penalty: 6140.882812
	Iteration 61Q: 3 clusters Score -2.812833e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235253 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -28128316.000000 Penalty: 6140.882812
	Iteration 62Q: 3 clusters Score -2.812832e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235254 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -28128308.000000 Penalty: 6140.882812
	Iteration 63Q: 3 clusters Score -2.812831e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235254 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -28128308.000000 Penalty: 6140.882812
	Iteration 64F: 3 clusters Score -2.812831e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (73987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73987 members 
Entering Unmasked Estep 
Score: -8732372.000000 Penalty: 2780.488037
	Iteration 0F: 2 clusters Score -8732372 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37202 members 
Mstep: Class 2 contains 36785 members 
Entering Unmasked Estep 
Score: -8682548.000000 Penalty: 5560.976074
	Iteration 0F: 3 clusters Score -8682548 nChanged 34792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39056 members 
Mstep: Class 2 contains 34931 members 
Entering Unmasked Estep 
Score: -8702049.000000 Penalty: 5560.976074
	Iteration 1F: 3 clusters Score -8702049 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40289 members 
Mstep: Class 2 contains 33698 members 
Entering Unmasked Estep 
Score: -8702696.000000 Penalty: 5560.976074
	Iteration 2Q: 3 clusters Score -8702696 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42165 members 
Mstep: Class 2 contains 31822 members 
Entering Unmasked Estep 
Score: -8703492.000000 Penalty: 5560.976074
	Iteration 3Q: 3 clusters Score -8703492 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44935 members 
Mstep: Class 2 contains 29052 members 
Entering Unmasked Estep 
Score: -8704838.000000 Penalty: 5560.976074
	Iteration 4Q: 3 clusters Score -8704838 nChanged 4307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48984 members 
Mstep: Class 2 contains 25003 members 
Entering Unmasked Estep 
Score: -8707304.000000 Penalty: 5560.976074
	Iteration 5F: 3 clusters Score -8707304 nChanged 5659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54483 members 
Mstep: Class 2 contains 19504 members 
Entering Unmasked Estep 
Score: -8711508.000000 Penalty: 5560.976074
	Iteration 6F: 3 clusters Score -8711508 nChanged 6521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60942 members 
Mstep: Class 2 contains 13045 members 
Entering Unmasked Estep 
Score: -8717316.000000 Penalty: 5560.976074
	Iteration 7F: 3 clusters Score -8717316 nChanged 5913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66837 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -8723180.000000 Penalty: 5560.976074
	Iteration 8F: 3 clusters Score -8723180 nChanged 3779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70600 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -8726925.000000 Penalty: 5560.976074
	Iteration 9F: 3 clusters Score -8726925 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72356 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -8728728.000000 Penalty: 5560.976074
	Iteration 10Q: 3 clusters Score -8728728 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72991 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -8729363.000000 Penalty: 5560.976074
	Iteration 11Q: 3 clusters Score -8729363 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73239 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -8729607.000000 Penalty: 5560.976074
	Iteration 12Q: 3 clusters Score -8729607 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73359 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -8729723.000000 Penalty: 5560.976074
	Iteration 13Q: 3 clusters Score -8729723 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73406 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -8729798.000000 Penalty: 5560.976074
	Iteration 14Q: 3 clusters Score -8729798 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73443 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -8729839.000000 Penalty: 5560.976074
	Iteration 15Q: 3 clusters Score -8729839 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73467 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -8729864.000000 Penalty: 5560.976074
	Iteration 16Q: 3 clusters Score -8729864 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73484 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -8729889.000000 Penalty: 5560.976074
	Iteration 17Q: 3 clusters Score -8729889 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73493 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -8729902.000000 Penalty: 5560.976074
	Iteration 18Q: 3 clusters Score -8729902 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73502 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -8729910.000000 Penalty: 5560.976074
	Iteration 19Q: 3 clusters Score -8729910 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73508 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -8729917.000000 Penalty: 5560.976074
	Iteration 20F: 3 clusters Score -8729917 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73517 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -8729936.000000 Penalty: 5560.976074
	Iteration 21Q: 3 clusters Score -8729936 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73517 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -8729944.000000 Penalty: 5560.976074
	Iteration 22Q: 3 clusters Score -8729944 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73524 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -8729958.000000 Penalty: 5560.976074
	Iteration 23Q: 3 clusters Score -8729958 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73530 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -8729960.000000 Penalty: 5560.976074
	Iteration 24Q: 3 clusters Score -8729960 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73529 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -8729967.000000 Penalty: 5560.976074
	Iteration 25Q: 3 clusters Score -8729967 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73530 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -8729972.000000 Penalty: 5560.976074
	Iteration 26Q: 3 clusters Score -8729972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73528 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -8729964.000000 Penalty: 5560.976074
	Iteration 27Q: 3 clusters Score -8729964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73526 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -8729970.000000 Penalty: 5560.976074
	Iteration 28Q: 3 clusters Score -8729970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73527 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -8729970.000000 Penalty: 5560.976074
	Iteration 29Q: 3 clusters Score -8729970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73527 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -8729970.000000 Penalty: 5560.976074
	Iteration 30Q: 3 clusters Score -8729970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73529 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -8729975.000000 Penalty: 5560.976074
	Iteration 31Q: 3 clusters Score -8729975 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73531 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -8729981.000000 Penalty: 5560.976074
	Iteration 32Q: 3 clusters Score -8729981 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73534 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -8729982.000000 Penalty: 5560.976074
	Iteration 33Q: 3 clusters Score -8729982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73537 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -8729980.000000 Penalty: 5560.976074
	Iteration 34Q: 3 clusters Score -8729980 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73537 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -8729980.000000 Penalty: 5560.976074
	Iteration 35F: 3 clusters Score -8729980 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (43955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43955 members 
Entering Unmasked Estep 
Score: -5086082.500000 Penalty: 2651.348633
	Iteration 0F: 2 clusters Score -5086082 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22103 members 
Mstep: Class 2 contains 21852 members 
Entering Unmasked Estep 
Score: -5056366.000000 Penalty: 5302.697266
	Iteration 0F: 3 clusters Score -5056366 nChanged 20239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22416 members 
Mstep: Class 2 contains 21539 members 
Entering Unmasked Estep 
Score: -5067761.500000 Penalty: 5302.697266
	Iteration 1F: 3 clusters Score -5067762 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22722 members 
Mstep: Class 2 contains 21233 members 
Entering Unmasked Estep 
Score: -5068663.000000 Penalty: 5302.697266
	Iteration 2F: 3 clusters Score -5068663 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23236 members 
Mstep: Class 2 contains 20719 members 
Entering Unmasked Estep 
Score: -5069618.500000 Penalty: 5302.697266
	Iteration 3F: 3 clusters Score -5069618 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24045 members 
Mstep: Class 2 contains 19910 members 
Entering Unmasked Estep 
Score: -5070739.500000 Penalty: 5302.697266
	Iteration 4F: 3 clusters Score -5070740 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25078 members 
Mstep: Class 2 contains 18877 members 
Entering Unmasked Estep 
Score: -5072005.000000 Penalty: 5302.697266
	Iteration 5F: 3 clusters Score -5072005 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26335 members 
Mstep: Class 2 contains 17620 members 
Entering Unmasked Estep 
Score: -5073281.000000 Penalty: 5302.697266
	Iteration 6F: 3 clusters Score -5073281 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27740 members 
Mstep: Class 2 contains 16215 members 
Entering Unmasked Estep 
Score: -5074529.500000 Penalty: 5302.697266
	Iteration 7F: 3 clusters Score -5074530 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29216 members 
Mstep: Class 2 contains 14739 members 
Entering Unmasked Estep 
Score: -5075813.500000 Penalty: 5302.697266
	Iteration 8F: 3 clusters Score -5075814 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30703 members 
Mstep: Class 2 contains 13252 members 
Entering Unmasked Estep 
Score: -5077110.500000 Penalty: 5302.697266
	Iteration 9Q: 3 clusters Score -5077110 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32116 members 
Mstep: Class 2 contains 11839 members 
Entering Unmasked Estep 
Score: -5078288.500000 Penalty: 5302.697266
	Iteration 10Q: 3 clusters Score -5078288 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33448 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -5079208.000000 Penalty: 5302.697266
	Iteration 11Q: 3 clusters Score -5079208 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34659 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -5079977.000000 Penalty: 5302.697266
	Iteration 12Q: 3 clusters Score -5079977 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35746 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -5080632.500000 Penalty: 5302.697266
	Iteration 13Q: 3 clusters Score -5080632 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36692 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -5081155.000000 Penalty: 5302.697266
	Iteration 14Q: 3 clusters Score -5081155 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37543 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -5081597.000000 Penalty: 5302.697266
	Iteration 15Q: 3 clusters Score -5081597 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38340 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -5082019.500000 Penalty: 5302.697266
	Iteration 16Q: 3 clusters Score -5082020 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39033 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -5082450.500000 Penalty: 5302.697266
	Iteration 17Q: 3 clusters Score -5082450 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39618 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -5082757.500000 Penalty: 5302.697266
	Iteration 18Q: 3 clusters Score -5082758 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40102 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -5083023.000000 Penalty: 5302.697266
	Iteration 19Q: 3 clusters Score -5083023 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40537 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -5083270.000000 Penalty: 5302.697266
	Iteration 20F: 3 clusters Score -5083270 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40922 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -5083502.500000 Penalty: 5302.697266
	Iteration 21Q: 3 clusters Score -5083502 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41234 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -5083671.000000 Penalty: 5302.697266
	Iteration 22Q: 3 clusters Score -5083671 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41491 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -5083826.000000 Penalty: 5302.697266
	Iteration 23Q: 3 clusters Score -5083826 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41715 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -5083949.500000 Penalty: 5302.697266
	Iteration 24Q: 3 clusters Score -5083950 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41878 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -5084039.000000 Penalty: 5302.697266
	Iteration 25Q: 3 clusters Score -5084039 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42006 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -5084098.500000 Penalty: 5302.697266
	Iteration 26Q: 3 clusters Score -5084098 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42106 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -5084159.000000 Penalty: 5302.697266
	Iteration 27Q: 3 clusters Score -5084159 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42189 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -5084203.500000 Penalty: 5302.697266
	Iteration 28Q: 3 clusters Score -5084204 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42249 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -5084219.500000 Penalty: 5302.697266
	Iteration 29Q: 3 clusters Score -5084220 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42305 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -5084240.500000 Penalty: 5302.697266
	Iteration 30Q: 3 clusters Score -5084240 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42348 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -5084273.500000 Penalty: 5302.697266
	Iteration 31Q: 3 clusters Score -5084274 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42382 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -5084292.000000 Penalty: 5302.697266
	Iteration 32Q: 3 clusters Score -5084292 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42413 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -5084295.000000 Penalty: 5302.697266
	Iteration 33Q: 3 clusters Score -5084295 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42428 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -5084295.500000 Penalty: 5302.697266
	Iteration 34Q: 3 clusters Score -5084296 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42449 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -5084305.500000 Penalty: 5302.697266
	Iteration 35Q: 3 clusters Score -5084306 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42465 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -5084308.000000 Penalty: 5302.697266
	Iteration 36Q: 3 clusters Score -5084308 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42480 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -5084313.000000 Penalty: 5302.697266
	Iteration 37Q: 3 clusters Score -5084313 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42500 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -5084313.000000 Penalty: 5302.697266
	Iteration 38Q: 3 clusters Score -5084313 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42512 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -5084308.500000 Penalty: 5302.697266
	Iteration 39Q: 3 clusters Score -5084308 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42516 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -5084318.500000 Penalty: 5302.697266
	Iteration 40F: 3 clusters Score -5084318 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42517 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -5084322.000000 Penalty: 5302.697266
	Iteration 41Q: 3 clusters Score -5084322 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42523 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -5084322.500000 Penalty: 5302.697266
	Iteration 42Q: 3 clusters Score -5084322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42527 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -5084325.500000 Penalty: 5302.697266
	Iteration 43Q: 3 clusters Score -5084326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42530 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -5084325.000000 Penalty: 5302.697266
	Iteration 44Q: 3 clusters Score -5084325 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42533 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -5084324.500000 Penalty: 5302.697266
	Iteration 45Q: 3 clusters Score -5084324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42535 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -5084328.500000 Penalty: 5302.697266
	Iteration 46Q: 3 clusters Score -5084328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42536 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -5084331.500000 Penalty: 5302.697266
	Iteration 47Q: 3 clusters Score -5084332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42537 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -5084333.500000 Penalty: 5302.697266
	Iteration 48Q: 3 clusters Score -5084334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42538 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -5084330.000000 Penalty: 5302.697266
	Iteration 49Q: 3 clusters Score -5084330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42539 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -5084327.500000 Penalty: 5302.697266
	Iteration 50Q: 3 clusters Score -5084328 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42539 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -5084327.500000 Penalty: 5302.697266
	Iteration 51F: 3 clusters Score -5084328 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Entering Unmasked Estep 
Score: -442585.312500 Penalty: 2049.817627
	Iteration 0F: 2 clusters Score -442585.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -438787.687500 Penalty: 4099.635254
	Iteration 0F: 3 clusters Score -438787.7 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -439618.531250 Penalty: 4099.635254
	Iteration 1F: 3 clusters Score -439618.5 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -439785.031250 Penalty: 4099.635254
	Iteration 2F: 3 clusters Score -439785 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -439889.156250 Penalty: 4099.635254
	Iteration 3Q: 3 clusters Score -439889.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -439947.625000 Penalty: 4099.635254
	Iteration 4Q: 3 clusters Score -439947.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -439978.437500 Penalty: 4099.635254
	Iteration 5Q: 3 clusters Score -439978.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -440007.843750 Penalty: 4099.635254
	Iteration 6Q: 3 clusters Score -440007.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -440035.062500 Penalty: 4099.635254
	Iteration 7Q: 3 clusters Score -440035.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -440057.937500 Penalty: 4099.635254
	Iteration 8Q: 3 clusters Score -440057.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -440074.500000 Penalty: 4099.635254
	Iteration 9Q: 3 clusters Score -440074.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -440089.343750 Penalty: 4099.635254
	Iteration 10Q: 3 clusters Score -440089.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -440097.968750 Penalty: 4099.635254
	Iteration 11Q: 3 clusters Score -440098 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -440108.687500 Penalty: 4099.635254
	Iteration 12Q: 3 clusters Score -440108.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -440132.125000 Penalty: 4099.635254
	Iteration 13Q: 3 clusters Score -440132.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -440151.000000 Penalty: 4099.635254
	Iteration 14Q: 3 clusters Score -440151 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -440169.125000 Penalty: 4099.635254
	Iteration 15Q: 3 clusters Score -440169.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -440191.312500 Penalty: 4099.635254
	Iteration 16Q: 3 clusters Score -440191.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -440210.937500 Penalty: 4099.635254
	Iteration 17Q: 3 clusters Score -440210.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -440238.187500 Penalty: 4099.635254
	Iteration 18Q: 3 clusters Score -440238.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -440270.875000 Penalty: 4099.635254
	Iteration 19Q: 3 clusters Score -440270.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -440305.187500 Penalty: 4099.635254
	Iteration 20F: 3 clusters Score -440305.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -440361.656250 Penalty: 4099.635254
	Iteration 21Q: 3 clusters Score -440361.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -440413.437500 Penalty: 4099.635254
	Iteration 22Q: 3 clusters Score -440413.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -440463.468750 Penalty: 4099.635254
	Iteration 23Q: 3 clusters Score -440463.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -440515.843750 Penalty: 4099.635254
	Iteration 24Q: 3 clusters Score -440515.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -440563.562500 Penalty: 4099.635254
	Iteration 25Q: 3 clusters Score -440563.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -440620.531250 Penalty: 4099.635254
	Iteration 26Q: 3 clusters Score -440620.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -440694.156250 Penalty: 4099.635254
	Iteration 27Q: 3 clusters Score -440694.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -440776.468750 Penalty: 4099.635254
	Iteration 28Q: 3 clusters Score -440776.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -440870.156250 Penalty: 4099.635254
	Iteration 29Q: 3 clusters Score -440870.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -440986.500000 Penalty: 4099.635254
	Iteration 30Q: 3 clusters Score -440986.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -441115.312500 Penalty: 4099.635254
	Iteration 31Q: 3 clusters Score -441115.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -441231.562500 Penalty: 4099.635254
	Iteration 32Q: 3 clusters Score -441231.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -441328.750000 Penalty: 4099.635254
	Iteration 33Q: 3 clusters Score -441328.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -441432.031250 Penalty: 4099.635254
	Iteration 34Q: 3 clusters Score -441432 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -441551.812500 Penalty: 4099.635254
	Iteration 35Q: 3 clusters Score -441551.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -441713.531250 Penalty: 4099.635254
	Iteration 36Q: 3 clusters Score -441713.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -441876.031250 Penalty: 4099.635254
	Iteration 37Q: 3 clusters Score -441876 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -441933.125000 Penalty: 4099.635254
	Iteration 38Q: 3 clusters Score -441933.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -441947.875000 Penalty: 4099.635254
	Iteration 39Q: 3 clusters Score -441947.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -441949.593750 Penalty: 4099.635254
	Iteration 40F: 3 clusters Score -441949.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -441949.750000 Penalty: 4099.635254
	Iteration 41Q: 3 clusters Score -441949.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -441949.750000 Penalty: 4099.635254
	Iteration 42F: 3 clusters Score -441949.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (215087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215087 members 
Entering Unmasked Estep 
Score: -25970748.000000 Penalty: 3045.141846
	Iteration 0F: 2 clusters Score -2.597075e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107330 members 
Mstep: Class 2 contains 107757 members 
Entering Unmasked Estep 
Score: -25840468.000000 Penalty: 6090.283691
	Iteration 0F: 3 clusters Score -2.584047e+07 nChanged 103180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105138 members 
Mstep: Class 2 contains 109949 members 
Entering Unmasked Estep 
Score: -25900720.000000 Penalty: 6090.283691
	Iteration 1F: 3 clusters Score -2.590072e+07 nChanged 5365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103783 members 
Mstep: Class 2 contains 111304 members 
Entering Unmasked Estep 
Score: -25901772.000000 Penalty: 6090.283691
	Iteration 2Q: 3 clusters Score -2.590177e+07 nChanged 5672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101855 members 
Mstep: Class 2 contains 113232 members 
Entering Unmasked Estep 
Score: -25903092.000000 Penalty: 6090.283691
	Iteration 3Q: 3 clusters Score -2.590309e+07 nChanged 6559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99012 members 
Mstep: Class 2 contains 116075 members 
Entering Unmasked Estep 
Score: -25905254.000000 Penalty: 6090.283691
	Iteration 4Q: 3 clusters Score -2.590525e+07 nChanged 8001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95079 members 
Mstep: Class 2 contains 120008 members 
Entering Unmasked Estep 
Score: -25908780.000000 Penalty: 6090.283691
	Iteration 5Q: 3 clusters Score -2.590878e+07 nChanged 9806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89633 members 
Mstep: Class 2 contains 125454 members 
Entering Unmasked Estep 
Score: -25913990.000000 Penalty: 6090.283691
	Iteration 6Q: 3 clusters Score -2.591399e+07 nChanged 11540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82421 members 
Mstep: Class 2 contains 132666 members 
Entering Unmasked Estep 
Score: -25921056.000000 Penalty: 6090.283691
	Iteration 7F: 3 clusters Score -2.592106e+07 nChanged 12547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73546 members 
Mstep: Class 2 contains 141541 members 
Entering Unmasked Estep 
Score: -25929354.000000 Penalty: 6090.283691
	Iteration 8F: 3 clusters Score -2.592935e+07 nChanged 12982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63400 members 
Mstep: Class 2 contains 151687 members 
Entering Unmasked Estep 
Score: -25938142.000000 Penalty: 6090.283691
	Iteration 9F: 3 clusters Score -2.593814e+07 nChanged 12600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52706 members 
Mstep: Class 2 contains 162381 members 
Entering Unmasked Estep 
Score: -25946692.000000 Penalty: 6090.283691
	Iteration 10F: 3 clusters Score -2.594669e+07 nChanged 11374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42522 members 
Mstep: Class 2 contains 172565 members 
Entering Unmasked Estep 
Score: -25953794.000000 Penalty: 6090.283691
	Iteration 11F: 3 clusters Score -2.595379e+07 nChanged 9609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33647 members 
Mstep: Class 2 contains 181440 members 
Entering Unmasked Estep 
Score: -25958778.000000 Penalty: 6090.283691
	Iteration 12Q: 3 clusters Score -2.595878e+07 nChanged 7415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26672 members 
Mstep: Class 2 contains 188415 members 
Entering Unmasked Estep 
Score: -25961896.000000 Penalty: 6090.283691
	Iteration 13Q: 3 clusters Score -2.59619e+07 nChanged 5723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21217 members 
Mstep: Class 2 contains 193870 members 
Entering Unmasked Estep 
Score: -25964102.000000 Penalty: 6090.283691
	Iteration 14Q: 3 clusters Score -2.59641e+07 nChanged 4276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17159 members 
Mstep: Class 2 contains 197928 members 
Entering Unmasked Estep 
Score: -25965648.000000 Penalty: 6090.283691
	Iteration 15Q: 3 clusters Score -2.596565e+07 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14184 members 
Mstep: Class 2 contains 200903 members 
Entering Unmasked Estep 
Score: -25966560.000000 Penalty: 6090.283691
	Iteration 16Q: 3 clusters Score -2.596656e+07 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 203115 members 
Entering Unmasked Estep 
Score: -25967152.000000 Penalty: 6090.283691
	Iteration 17Q: 3 clusters Score -2.596715e+07 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 204859 members 
Entering Unmasked Estep 
Score: -25967658.000000 Penalty: 6090.283691
	Iteration 18Q: 3 clusters Score -2.596766e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 206219 members 
Entering Unmasked Estep 
Score: -25967914.000000 Penalty: 6090.283691
	Iteration 19Q: 3 clusters Score -2.596791e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 207304 members 
Entering Unmasked Estep 
Score: -25968032.000000 Penalty: 6090.283691
	Iteration 20F: 3 clusters Score -2.596803e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 208142 members 
Entering Unmasked Estep 
Score: -25968298.000000 Penalty: 6090.283691
	Iteration 21Q: 3 clusters Score -2.59683e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 208849 members 
Entering Unmasked Estep 
Score: -25968318.000000 Penalty: 6090.283691
	Iteration 22Q: 3 clusters Score -2.596832e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 209407 members 
Entering Unmasked Estep 
Score: -25968416.000000 Penalty: 6090.283691
	Iteration 23Q: 3 clusters Score -2.596842e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 209845 members 
Entering Unmasked Estep 
Score: -25968478.000000 Penalty: 6090.283691
	Iteration 24Q: 3 clusters Score -2.596848e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 210230 members 
Entering Unmasked Estep 
Score: -25968468.000000 Penalty: 6090.283691
	Iteration 25Q: 3 clusters Score -2.596847e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 210554 members 
Entering Unmasked Estep 
Score: -25968572.000000 Penalty: 6090.283691
	Iteration 26Q: 3 clusters Score -2.596857e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 210878 members 
Entering Unmasked Estep 
Score: -25968626.000000 Penalty: 6090.283691
	Iteration 27Q: 3 clusters Score -2.596863e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 211141 members 
Entering Unmasked Estep 
Score: -25968608.000000 Penalty: 6090.283691
	Iteration 28Q: 3 clusters Score -2.596861e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 211354 members 
Entering Unmasked Estep 
Score: -25968638.000000 Penalty: 6090.283691
	Iteration 29Q: 3 clusters Score -2.596864e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 211520 members 
Entering Unmasked Estep 
Score: -25968666.000000 Penalty: 6090.283691
	Iteration 30Q: 3 clusters Score -2.596867e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 211649 members 
Entering Unmasked Estep 
Score: -25968696.000000 Penalty: 6090.283691
	Iteration 31Q: 3 clusters Score -2.59687e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 211776 members 
Entering Unmasked Estep 
Score: -25968714.000000 Penalty: 6090.283691
	Iteration 32Q: 3 clusters Score -2.596871e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 211881 members 
Entering Unmasked Estep 
Score: -25968734.000000 Penalty: 6090.283691
	Iteration 33Q: 3 clusters Score -2.596873e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 211964 members 
Entering Unmasked Estep 
Score: -25968736.000000 Penalty: 6090.283691
	Iteration 34Q: 3 clusters Score -2.596874e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 212040 members 
Entering Unmasked Estep 
Score: -25968734.000000 Penalty: 6090.283691
	Iteration 35Q: 3 clusters Score -2.596873e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 212098 members 
Entering Unmasked Estep 
Score: -25968734.000000 Penalty: 6090.283691
	Iteration 36Q: 3 clusters Score -2.596873e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 212154 members 
Entering Unmasked Estep 
Score: -25968748.000000 Penalty: 6090.283691
	Iteration 37Q: 3 clusters Score -2.596875e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 212201 members 
Entering Unmasked Estep 
Score: -25968800.000000 Penalty: 6090.283691
	Iteration 38Q: 3 clusters Score -2.59688e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 212242 members 
Entering Unmasked Estep 
Score: -25968818.000000 Penalty: 6090.283691
	Iteration 39Q: 3 clusters Score -2.596882e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 212297 members 
Entering Unmasked Estep 
Score: -25968816.000000 Penalty: 6090.283691
	Iteration 40F: 3 clusters Score -2.596882e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 212347 members 
Entering Unmasked Estep 
Score: -25968832.000000 Penalty: 6090.283691
	Iteration 41Q: 3 clusters Score -2.596883e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 212387 members 
Entering Unmasked Estep 
Score: -25968866.000000 Penalty: 6090.283691
	Iteration 42Q: 3 clusters Score -2.596887e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 212428 members 
Entering Unmasked Estep 
Score: -25968842.000000 Penalty: 6090.283691
	Iteration 43Q: 3 clusters Score -2.596884e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 212457 members 
Entering Unmasked Estep 
Score: -25968858.000000 Penalty: 6090.283691
	Iteration 44Q: 3 clusters Score -2.596886e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 212488 members 
Entering Unmasked Estep 
Score: -25968856.000000 Penalty: 6090.283691
	Iteration 45Q: 3 clusters Score -2.596886e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 212514 members 
Entering Unmasked Estep 
Score: -25968848.000000 Penalty: 6090.283691
	Iteration 46Q: 3 clusters Score -2.596885e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 212551 members 
Entering Unmasked Estep 
Score: -25968880.000000 Penalty: 6090.283691
	Iteration 47Q: 3 clusters Score -2.596888e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 212575 members 
Entering Unmasked Estep 
Score: -25968872.000000 Penalty: 6090.283691
	Iteration 48Q: 3 clusters Score -2.596887e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 212596 members 
Entering Unmasked Estep 
Score: -25968860.000000 Penalty: 6090.283691
	Iteration 49Q: 3 clusters Score -2.596886e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 212620 members 
Entering Unmasked Estep 
Score: -25968880.000000 Penalty: 6090.283691
	Iteration 50Q: 3 clusters Score -2.596888e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 212625 members 
Entering Unmasked Estep 
Score: -25968890.000000 Penalty: 6090.283691
	Iteration 51Q: 3 clusters Score -2.596889e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 212631 members 
Entering Unmasked Estep 
Score: -25968922.000000 Penalty: 6090.283691
	Iteration 52Q: 3 clusters Score -2.596892e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 212641 members 
Entering Unmasked Estep 
Score: -25968926.000000 Penalty: 6090.283691
	Iteration 53Q: 3 clusters Score -2.596893e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 212659 members 
Entering Unmasked Estep 
Score: -25968892.000000 Penalty: 6090.283691
	Iteration 54Q: 3 clusters Score -2.596889e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 212668 members 
Entering Unmasked Estep 
Score: -25968900.000000 Penalty: 6090.283691
	Iteration 55Q: 3 clusters Score -2.59689e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 212682 members 
Entering Unmasked Estep 
Score: -25968900.000000 Penalty: 6090.283691
	Iteration 56Q: 3 clusters Score -2.59689e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 212686 members 
Entering Unmasked Estep 
Score: -25968896.000000 Penalty: 6090.283691
	Iteration 57Q: 3 clusters Score -2.59689e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 212696 members 
Entering Unmasked Estep 
Score: -25968882.000000 Penalty: 6090.283691
	Iteration 58Q: 3 clusters Score -2.596888e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 212701 members 
Entering Unmasked Estep 
Score: -25968874.000000 Penalty: 6090.283691
	Iteration 59Q: 3 clusters Score -2.596887e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 212705 members 
Entering Unmasked Estep 
Score: -25968864.000000 Penalty: 6090.283691
	Iteration 60F: 3 clusters Score -2.596886e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 212710 members 
Entering Unmasked Estep 
Score: -25968868.000000 Penalty: 6090.283691
	Iteration 61Q: 3 clusters Score -2.596887e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 212720 members 
Entering Unmasked Estep 
Score: -25968886.000000 Penalty: 6090.283691
	Iteration 62Q: 3 clusters Score -2.596889e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 212733 members 
Entering Unmasked Estep 
Score: -25968880.000000 Penalty: 6090.283691
	Iteration 63Q: 3 clusters Score -2.596888e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 212746 members 
Entering Unmasked Estep 
Score: -25968900.000000 Penalty: 6090.283691
	Iteration 64Q: 3 clusters Score -2.59689e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 212756 members 
Entering Unmasked Estep 
Score: -25968878.000000 Penalty: 6090.283691
	Iteration 65Q: 3 clusters Score -2.596888e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 212771 members 
Entering Unmasked Estep 
Score: -25968898.000000 Penalty: 6090.283691
	Iteration 66Q: 3 clusters Score -2.59689e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 212784 members 
Entering Unmasked Estep 
Score: -25968888.000000 Penalty: 6090.283691
	Iteration 67Q: 3 clusters Score -2.596889e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 212802 members 
Entering Unmasked Estep 
Score: -25968898.000000 Penalty: 6090.283691
	Iteration 68Q: 3 clusters Score -2.59689e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 212818 members 
Entering Unmasked Estep 
Score: -25968912.000000 Penalty: 6090.283691
	Iteration 69Q: 3 clusters Score -2.596891e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 212835 members 
Entering Unmasked Estep 
Score: -25968906.000000 Penalty: 6090.283691
	Iteration 70Q: 3 clusters Score -2.596891e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 212846 members 
Entering Unmasked Estep 
Score: -25968924.000000 Penalty: 6090.283691
	Iteration 71Q: 3 clusters Score -2.596892e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 212860 members 
Entering Unmasked Estep 
Score: -25968948.000000 Penalty: 6090.283691
	Iteration 72Q: 3 clusters Score -2.596895e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 212870 members 
Entering Unmasked Estep 
Score: -25968938.000000 Penalty: 6090.283691
	Iteration 73Q: 3 clusters Score -2.596894e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 212871 members 
Entering Unmasked Estep 
Score: -25968938.000000 Penalty: 6090.283691
	Iteration 74Q: 3 clusters Score -2.596894e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 212877 members 
Entering Unmasked Estep 
Score: -25968932.000000 Penalty: 6090.283691
	Iteration 75Q: 3 clusters Score -2.596893e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 212883 members 
Entering Unmasked Estep 
Score: -25968958.000000 Penalty: 6090.283691
	Iteration 76Q: 3 clusters Score -2.596896e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 212892 members 
Entering Unmasked Estep 
Score: -25968940.000000 Penalty: 6090.283691
	Iteration 77Q: 3 clusters Score -2.596894e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 212898 members 
Entering Unmasked Estep 
Score: -25968958.000000 Penalty: 6090.283691
	Iteration 78Q: 3 clusters Score -2.596896e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 212905 members 
Entering Unmasked Estep 
Score: -25968968.000000 Penalty: 6090.283691
	Iteration 79Q: 3 clusters Score -2.596897e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 212917 members 
Entering Unmasked Estep 
Score: -25968974.000000 Penalty: 6090.283691
	Iteration 80F: 3 clusters Score -2.596897e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 212933 members 
Entering Unmasked Estep 
Score: -25968968.000000 Penalty: 6090.283691
	Iteration 81Q: 3 clusters Score -2.596897e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 212943 members 
Entering Unmasked Estep 
Score: -25968976.000000 Penalty: 6090.283691
	Iteration 82Q: 3 clusters Score -2.596898e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 212955 members 
Entering Unmasked Estep 
Score: -25968980.000000 Penalty: 6090.283691
	Iteration 83Q: 3 clusters Score -2.596898e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 212964 members 
Entering Unmasked Estep 
Score: -25968994.000000 Penalty: 6090.283691
	Iteration 84Q: 3 clusters Score -2.596899e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 212964 members 
Entering Unmasked Estep 
Score: -25968974.000000 Penalty: 6090.283691
	Iteration 85Q: 3 clusters Score -2.596897e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 212972 members 
Entering Unmasked Estep 
Score: -25968976.000000 Penalty: 6090.283691
	Iteration 86Q: 3 clusters Score -2.596898e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 212972 members 
Entering Unmasked Estep 
Score: -25969000.000000 Penalty: 6090.283691
	Iteration 87Q: 3 clusters Score -2.5969e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 212974 members 
Entering Unmasked Estep 
Score: -25968996.000000 Penalty: 6090.283691
	Iteration 88Q: 3 clusters Score -2.5969e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 212978 members 
Entering Unmasked Estep 
Score: -25968992.000000 Penalty: 6090.283691
	Iteration 89Q: 3 clusters Score -2.596899e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 212981 members 
Entering Unmasked Estep 
Score: -25968988.000000 Penalty: 6090.283691
	Iteration 90Q: 3 clusters Score -2.596899e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 212983 members 
Entering Unmasked Estep 
Score: -25968994.000000 Penalty: 6090.283691
	Iteration 91Q: 3 clusters Score -2.596899e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 212988 members 
Entering Unmasked Estep 
Score: -25968984.000000 Penalty: 6090.283691
	Iteration 92Q: 3 clusters Score -2.596898e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 212993 members 
Entering Unmasked Estep 
Score: -25968990.000000 Penalty: 6090.283691
	Iteration 93Q: 3 clusters Score -2.596899e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 212998 members 
Entering Unmasked Estep 
Score: -25968980.000000 Penalty: 6090.283691
	Iteration 94Q: 3 clusters Score -2.596898e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 213001 members 
Entering Unmasked Estep 
Score: -25968980.000000 Penalty: 6090.283691
	Iteration 95Q: 3 clusters Score -2.596898e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 213005 members 
Entering Unmasked Estep 
Score: -25968994.000000 Penalty: 6090.283691
	Iteration 96Q: 3 clusters Score -2.596899e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 213010 members 
Entering Unmasked Estep 
Score: -25968990.000000 Penalty: 6090.283691
	Iteration 97Q: 3 clusters Score -2.596899e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 213017 members 
Entering Unmasked Estep 
Score: -25968992.000000 Penalty: 6090.283691
	Iteration 98Q: 3 clusters Score -2.596899e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 213023 members 
Entering Unmasked Estep 
Score: -25969002.000000 Penalty: 6090.283691
	Iteration 99Q: 3 clusters Score -2.5969e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 213026 members 
Entering Unmasked Estep 
Score: -25968998.000000 Penalty: 6090.283691
	Iteration 100F: 3 clusters Score -2.5969e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 213031 members 
Entering Unmasked Estep 
Score: -25969000.000000 Penalty: 6090.283691
	Iteration 101Q: 3 clusters Score -2.5969e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 213036 members 
Entering Unmasked Estep 
Score: -25969008.000000 Penalty: 6090.283691
	Iteration 102Q: 3 clusters Score -2.596901e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 213042 members 
Entering Unmasked Estep 
Score: -25969004.000000 Penalty: 6090.283691
	Iteration 103Q: 3 clusters Score -2.5969e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 213051 members 
Entering Unmasked Estep 
Score: -25969024.000000 Penalty: 6090.283691
	Iteration 104Q: 3 clusters Score -2.596902e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 213062 members 
Entering Unmasked Estep 
Score: -25969012.000000 Penalty: 6090.283691
	Iteration 105Q: 3 clusters Score -2.596901e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 213065 members 
Entering Unmasked Estep 
Score: -25969034.000000 Penalty: 6090.283691
	Iteration 106Q: 3 clusters Score -2.596903e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 213070 members 
Entering Unmasked Estep 
Score: -25969016.000000 Penalty: 6090.283691
	Iteration 107Q: 3 clusters Score -2.596902e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 213072 members 
Entering Unmasked Estep 
Score: -25969020.000000 Penalty: 6090.283691
	Iteration 108Q: 3 clusters Score -2.596902e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 213082 members 
Entering Unmasked Estep 
Score: -25969038.000000 Penalty: 6090.283691
	Iteration 109Q: 3 clusters Score -2.596904e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 213087 members 
Entering Unmasked Estep 
Score: -25969052.000000 Penalty: 6090.283691
	Iteration 110Q: 3 clusters Score -2.596905e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 213088 members 
Entering Unmasked Estep 
Score: -25969042.000000 Penalty: 6090.283691
	Iteration 111Q: 3 clusters Score -2.596904e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 213086 members 
Entering Unmasked Estep 
Score: -25969068.000000 Penalty: 6090.283691
	Iteration 112Q: 3 clusters Score -2.596907e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 213087 members 
Entering Unmasked Estep 
Score: -25969056.000000 Penalty: 6090.283691
	Iteration 113Q: 3 clusters Score -2.596906e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 213089 members 
Entering Unmasked Estep 
Score: -25969054.000000 Penalty: 6090.283691
	Iteration 114Q: 3 clusters Score -2.596905e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 213091 members 
Entering Unmasked Estep 
Score: -25969048.000000 Penalty: 6090.283691
	Iteration 115Q: 3 clusters Score -2.596905e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 213095 members 
Entering Unmasked Estep 
Score: -25969046.000000 Penalty: 6090.283691
	Iteration 116Q: 3 clusters Score -2.596905e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 213098 members 
Entering Unmasked Estep 
Score: -25969024.000000 Penalty: 6090.283691
	Iteration 117Q: 3 clusters Score -2.596902e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 213101 members 
Entering Unmasked Estep 
Score: -25969050.000000 Penalty: 6090.283691
	Iteration 118Q: 3 clusters Score -2.596905e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 213102 members 
Entering Unmasked Estep 
Score: -25969028.000000 Penalty: 6090.283691
	Iteration 119Q: 3 clusters Score -2.596903e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 213103 members 
Entering Unmasked Estep 
Score: -25969028.000000 Penalty: 6090.283691
	Iteration 120F: 3 clusters Score -2.596903e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 213102 members 
Entering Unmasked Estep 
Score: -25969038.000000 Penalty: 6090.283691
	Iteration 121Q: 3 clusters Score -2.596904e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 213101 members 
Entering Unmasked Estep 
Score: -25969028.000000 Penalty: 6090.283691
	Iteration 122Q: 3 clusters Score -2.596903e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 213103 members 
Entering Unmasked Estep 
Score: -25969030.000000 Penalty: 6090.283691
	Iteration 123Q: 3 clusters Score -2.596903e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 213104 members 
Entering Unmasked Estep 
Score: -25969026.000000 Penalty: 6090.283691
	Iteration 124Q: 3 clusters Score -2.596903e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 213106 members 
Entering Unmasked Estep 
Score: -25969030.000000 Penalty: 6090.283691
	Iteration 125Q: 3 clusters Score -2.596903e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 213107 members 
Entering Unmasked Estep 
Score: -25969030.000000 Penalty: 6090.283691
	Iteration 126Q: 3 clusters Score -2.596903e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 213107 members 
Entering Unmasked Estep 
Score: -25969030.000000 Penalty: 6090.283691
	Iteration 127F: 3 clusters Score -2.596903e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (8390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Entering Unmasked Estep 
Score: -879975.187500 Penalty: 2240.629395
	Iteration 0F: 2 clusters Score -879975.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -873276.312500 Penalty: 4481.258789
	Iteration 0F: 3 clusters Score -873276.3 nChanged 3491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -875147.125000 Penalty: 4481.258789
	Iteration 1F: 3 clusters Score -875147.1 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -875494.250000 Penalty: 4481.258789
	Iteration 2F: 3 clusters Score -875494.2 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -875715.437500 Penalty: 4481.258789
	Iteration 3F: 3 clusters Score -875715.4 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -875906.937500 Penalty: 4481.258789
	Iteration 4Q: 3 clusters Score -875906.9 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -876076.062500 Penalty: 4481.258789
	Iteration 5Q: 3 clusters Score -876076.1 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -876241.875000 Penalty: 4481.258789
	Iteration 6Q: 3 clusters Score -876241.9 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -876389.187500 Penalty: 4481.258789
	Iteration 7Q: 3 clusters Score -876389.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -876530.812500 Penalty: 4481.258789
	Iteration 8Q: 3 clusters Score -876530.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -876673.375000 Penalty: 4481.258789
	Iteration 9Q: 3 clusters Score -876673.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -876810.750000 Penalty: 4481.258789
	Iteration 10Q: 3 clusters Score -876810.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -876915.062500 Penalty: 4481.258789
	Iteration 11Q: 3 clusters Score -876915.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -876988.500000 Penalty: 4481.258789
	Iteration 12Q: 3 clusters Score -876988.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -877051.062500 Penalty: 4481.258789
	Iteration 13Q: 3 clusters Score -877051.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -877109.812500 Penalty: 4481.258789
	Iteration 14Q: 3 clusters Score -877109.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -877154.625000 Penalty: 4481.258789
	Iteration 15Q: 3 clusters Score -877154.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -877196.687500 Penalty: 4481.258789
	Iteration 16Q: 3 clusters Score -877196.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -877243.000000 Penalty: 4481.258789
	Iteration 17Q: 3 clusters Score -877243 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -877295.125000 Penalty: 4481.258789
	Iteration 18Q: 3 clusters Score -877295.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -877344.250000 Penalty: 4481.258789
	Iteration 19Q: 3 clusters Score -877344.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -877394.312500 Penalty: 4481.258789
	Iteration 20F: 3 clusters Score -877394.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -877439.500000 Penalty: 4481.258789
	Iteration 21Q: 3 clusters Score -877439.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -877494.687500 Penalty: 4481.258789
	Iteration 22Q: 3 clusters Score -877494.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -877538.250000 Penalty: 4481.258789
	Iteration 23Q: 3 clusters Score -877538.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -877573.625000 Penalty: 4481.258789
	Iteration 24Q: 3 clusters Score -877573.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -877608.000000 Penalty: 4481.258789
	Iteration 25Q: 3 clusters Score -877608 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -877638.437500 Penalty: 4481.258789
	Iteration 26Q: 3 clusters Score -877638.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -877669.187500 Penalty: 4481.258789
	Iteration 27Q: 3 clusters Score -877669.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -877694.250000 Penalty: 4481.258789
	Iteration 28Q: 3 clusters Score -877694.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -877715.500000 Penalty: 4481.258789
	Iteration 29Q: 3 clusters Score -877715.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -877729.375000 Penalty: 4481.258789
	Iteration 30Q: 3 clusters Score -877729.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -877742.250000 Penalty: 4481.258789
	Iteration 31Q: 3 clusters Score -877742.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -877751.250000 Penalty: 4481.258789
	Iteration 32Q: 3 clusters Score -877751.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -877762.812500 Penalty: 4481.258789
	Iteration 33Q: 3 clusters Score -877762.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -877777.500000 Penalty: 4481.258789
	Iteration 34Q: 3 clusters Score -877777.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -877790.437500 Penalty: 4481.258789
	Iteration 35Q: 3 clusters Score -877790.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -877800.375000 Penalty: 4481.258789
	Iteration 36Q: 3 clusters Score -877800.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -877812.500000 Penalty: 4481.258789
	Iteration 37Q: 3 clusters Score -877812.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -877822.437500 Penalty: 4481.258789
	Iteration 38Q: 3 clusters Score -877822.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -877837.562500 Penalty: 4481.258789
	Iteration 39Q: 3 clusters Score -877837.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -877845.312500 Penalty: 4481.258789
	Iteration 40F: 3 clusters Score -877845.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -877854.875000 Penalty: 4481.258789
	Iteration 41Q: 3 clusters Score -877854.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -877864.187500 Penalty: 4481.258789
	Iteration 42Q: 3 clusters Score -877864.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -877873.375000 Penalty: 4481.258789
	Iteration 43Q: 3 clusters Score -877873.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -877883.250000 Penalty: 4481.258789
	Iteration 44Q: 3 clusters Score -877883.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -877892.125000 Penalty: 4481.258789
	Iteration 45Q: 3 clusters Score -877892.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -877902.500000 Penalty: 4481.258789
	Iteration 46Q: 3 clusters Score -877902.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -877909.875000 Penalty: 4481.258789
	Iteration 47Q: 3 clusters Score -877909.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -877917.625000 Penalty: 4481.258789
	Iteration 48Q: 3 clusters Score -877917.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -877922.937500 Penalty: 4481.258789
	Iteration 49Q: 3 clusters Score -877922.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -877928.812500 Penalty: 4481.258789
	Iteration 50Q: 3 clusters Score -877928.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -877932.375000 Penalty: 4481.258789
	Iteration 51Q: 3 clusters Score -877932.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -877937.187500 Penalty: 4481.258789
	Iteration 52Q: 3 clusters Score -877937.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -877939.375000 Penalty: 4481.258789
	Iteration 53Q: 3 clusters Score -877939.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -877941.750000 Penalty: 4481.258789
	Iteration 54Q: 3 clusters Score -877941.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -877946.500000 Penalty: 4481.258789
	Iteration 55Q: 3 clusters Score -877946.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -877947.312500 Penalty: 4481.258789
	Iteration 56Q: 3 clusters Score -877947.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -877948.625000 Penalty: 4481.258789
	Iteration 57Q: 3 clusters Score -877948.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -877948.250000 Penalty: 4481.258789
	Iteration 58Q: 3 clusters Score -877948.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -877949.375000 Penalty: 4481.258789
	Iteration 59Q: 3 clusters Score -877949.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -877952.500000 Penalty: 4481.258789
	Iteration 60F: 3 clusters Score -877952.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -877951.125000 Penalty: 4481.258789
	Iteration 61Q: 3 clusters Score -877951.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -877954.500000 Penalty: 4481.258789
	Iteration 62Q: 3 clusters Score -877954.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -877956.750000 Penalty: 4481.258789
	Iteration 63Q: 3 clusters Score -877956.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -877957.937500 Penalty: 4481.258789
	Iteration 64Q: 3 clusters Score -877957.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -877957.375000 Penalty: 4481.258789
	Iteration 65Q: 3 clusters Score -877957.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -877960.250000 Penalty: 4481.258789
	Iteration 66Q: 3 clusters Score -877960.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -877960.125000 Penalty: 4481.258789
	Iteration 67Q: 3 clusters Score -877960.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -877960.125000 Penalty: 4481.258789
	Iteration 68F: 3 clusters Score -877960.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (69084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69084 members 
Entering Unmasked Estep 
Score: -7509873.500000 Penalty: 2763.483643
	Iteration 0F: 2 clusters Score -7509874 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34321 members 
Mstep: Class 2 contains 34763 members 
Entering Unmasked Estep 
Score: -7463578.500000 Penalty: 5526.967285
	Iteration 0F: 3 clusters Score -7463578 nChanged 32171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32068 members 
Mstep: Class 2 contains 37016 members 
Entering Unmasked Estep 
Score: -7482393.500000 Penalty: 5526.967285
	Iteration 1F: 3 clusters Score -7482394 nChanged 3208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30562 members 
Mstep: Class 2 contains 38522 members 
Entering Unmasked Estep 
Score: -7483661.500000 Penalty: 5526.967285
	Iteration 2Q: 3 clusters Score -7483662 nChanged 3470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28398 members 
Mstep: Class 2 contains 40686 members 
Entering Unmasked Estep 
Score: -7485183.500000 Penalty: 5526.967285
	Iteration 3F: 3 clusters Score -7485184 nChanged 3699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25521 members 
Mstep: Class 2 contains 43563 members 
Entering Unmasked Estep 
Score: -7487076.000000 Penalty: 5526.967285
	Iteration 4F: 3 clusters Score -7487076 nChanged 4279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21724 members 
Mstep: Class 2 contains 47360 members 
Entering Unmasked Estep 
Score: -7489712.000000 Penalty: 5526.967285
	Iteration 5F: 3 clusters Score -7489712 nChanged 4872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17084 members 
Mstep: Class 2 contains 52000 members 
Entering Unmasked Estep 
Score: -7493256.500000 Penalty: 5526.967285
	Iteration 6F: 3 clusters Score -7493256 nChanged 5126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 57038 members 
Entering Unmasked Estep 
Score: -7497598.500000 Penalty: 5526.967285
	Iteration 7F: 3 clusters Score -7497598 nChanged 4678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 61678 members 
Entering Unmasked Estep 
Score: -7501896.500000 Penalty: 5526.967285
	Iteration 8F: 3 clusters Score -7501896 nChanged 3445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 65105 members 
Entering Unmasked Estep 
Score: -7505143.500000 Penalty: 5526.967285
	Iteration 9Q: 3 clusters Score -7505144 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 67005 members 
Entering Unmasked Estep 
Score: -7506912.000000 Penalty: 5526.967285
	Iteration 10Q: 3 clusters Score -7506912 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 67905 members 
Entering Unmasked Estep 
Score: -7507804.500000 Penalty: 5526.967285
	Iteration 11Q: 3 clusters Score -7507804 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 68251 members 
Entering Unmasked Estep 
Score: -7508192.500000 Penalty: 5526.967285
	Iteration 12Q: 3 clusters Score -7508192 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 68400 members 
Entering Unmasked Estep 
Score: -7508335.500000 Penalty: 5526.967285
	Iteration 13Q: 3 clusters Score -7508336 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 68452 members 
Entering Unmasked Estep 
Score: -7508406.000000 Penalty: 5526.967285
	Iteration 14Q: 3 clusters Score -7508406 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 68468 members 
Entering Unmasked Estep 
Score: -7508451.500000 Penalty: 5526.967285
	Iteration 15Q: 3 clusters Score -7508452 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 68482 members 
Entering Unmasked Estep 
Score: -7508475.000000 Penalty: 5526.967285
	Iteration 16Q: 3 clusters Score -7508475 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 68489 members 
Entering Unmasked Estep 
Score: -7508500.500000 Penalty: 5526.967285
	Iteration 17Q: 3 clusters Score -7508500 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 68492 members 
Entering Unmasked Estep 
Score: -7508499.500000 Penalty: 5526.967285
	Iteration 18Q: 3 clusters Score -7508500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 68494 members 
Entering Unmasked Estep 
Score: -7508501.000000 Penalty: 5526.967285
	Iteration 19Q: 3 clusters Score -7508501 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 68494 members 
Entering Unmasked Estep 
Score: -7508547.500000 Penalty: 5526.967285
	Iteration 20F: 3 clusters Score -7508548 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 68481 members 
Entering Unmasked Estep 
Score: -7508569.500000 Penalty: 5526.967285
	Iteration 21Q: 3 clusters Score -7508570 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 68477 members 
Entering Unmasked Estep 
Score: -7508575.000000 Penalty: 5526.967285
	Iteration 22Q: 3 clusters Score -7508575 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 68480 members 
Entering Unmasked Estep 
Score: -7508571.500000 Penalty: 5526.967285
	Iteration 23Q: 3 clusters Score -7508572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 68481 members 
Entering Unmasked Estep 
Score: -7508575.000000 Penalty: 5526.967285
	Iteration 24Q: 3 clusters Score -7508575 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 68484 members 
Entering Unmasked Estep 
Score: -7508570.500000 Penalty: 5526.967285
	Iteration 25Q: 3 clusters Score -7508570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 68488 members 
Entering Unmasked Estep 
Score: -7508575.500000 Penalty: 5526.967285
	Iteration 26Q: 3 clusters Score -7508576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 68485 members 
Entering Unmasked Estep 
Score: -7508576.500000 Penalty: 5526.967285
	Iteration 27Q: 3 clusters Score -7508576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 68484 members 
Entering Unmasked Estep 
Score: -7508577.500000 Penalty: 5526.967285
	Iteration 28Q: 3 clusters Score -7508578 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 68484 members 
Entering Unmasked Estep 
Score: -7508577.500000 Penalty: 5526.967285
	Iteration 29F: 3 clusters Score -7508578 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (42266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42266 members 
Entering Unmasked Estep 
Score: -4937938.500000 Penalty: 2641.631104
	Iteration 0F: 2 clusters Score -4937938 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21141 members 
Mstep: Class 2 contains 21125 members 
Entering Unmasked Estep 
Score: -4909428.000000 Penalty: 5283.262207
	Iteration 0F: 3 clusters Score -4909428 nChanged 19543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21106 members 
Mstep: Class 2 contains 21160 members 
Entering Unmasked Estep 
Score: -4920545.000000 Penalty: 5283.262207
	Iteration 1F: 3 clusters Score -4920545 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21189 members 
Mstep: Class 2 contains 21077 members 
Entering Unmasked Estep 
Score: -4921163.000000 Penalty: 5283.262207
	Iteration 2Q: 3 clusters Score -4921163 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21323 members 
Mstep: Class 2 contains 20943 members 
Entering Unmasked Estep 
Score: -4921796.500000 Penalty: 5283.262207
	Iteration 3Q: 3 clusters Score -4921796 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21617 members 
Mstep: Class 2 contains 20649 members 
Entering Unmasked Estep 
Score: -4922376.500000 Penalty: 5283.262207
	Iteration 4Q: 3 clusters Score -4922376 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22094 members 
Mstep: Class 2 contains 20172 members 
Entering Unmasked Estep 
Score: -4923027.000000 Penalty: 5283.262207
	Iteration 5Q: 3 clusters Score -4923027 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22913 members 
Mstep: Class 2 contains 19353 members 
Entering Unmasked Estep 
Score: -4923909.000000 Penalty: 5283.262207
	Iteration 6Q: 3 clusters Score -4923909 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24081 members 
Mstep: Class 2 contains 18185 members 
Entering Unmasked Estep 
Score: -4924998.000000 Penalty: 5283.262207
	Iteration 7F: 3 clusters Score -4924998 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25586 members 
Mstep: Class 2 contains 16680 members 
Entering Unmasked Estep 
Score: -4926255.500000 Penalty: 5283.262207
	Iteration 8F: 3 clusters Score -4926256 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27139 members 
Mstep: Class 2 contains 15127 members 
Entering Unmasked Estep 
Score: -4927539.000000 Penalty: 5283.262207
	Iteration 9F: 3 clusters Score -4927539 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28686 members 
Mstep: Class 2 contains 13580 members 
Entering Unmasked Estep 
Score: -4928856.000000 Penalty: 5283.262207
	Iteration 10F: 3 clusters Score -4928856 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30074 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -4929982.000000 Penalty: 5283.262207
	Iteration 11Q: 3 clusters Score -4929982 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31372 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -4930981.000000 Penalty: 5283.262207
	Iteration 12Q: 3 clusters Score -4930981 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32536 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -4931920.500000 Penalty: 5283.262207
	Iteration 13Q: 3 clusters Score -4931920 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33584 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -4932702.000000 Penalty: 5283.262207
	Iteration 14Q: 3 clusters Score -4932702 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34528 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -4933405.000000 Penalty: 5283.262207
	Iteration 15Q: 3 clusters Score -4933405 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35320 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -4933891.500000 Penalty: 5283.262207
	Iteration 16Q: 3 clusters Score -4933892 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35963 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -4934240.000000 Penalty: 5283.262207
	Iteration 17Q: 3 clusters Score -4934240 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36513 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -4934496.000000 Penalty: 5283.262207
	Iteration 18Q: 3 clusters Score -4934496 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37018 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -4934740.500000 Penalty: 5283.262207
	Iteration 19Q: 3 clusters Score -4934740 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37463 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -4934936.000000 Penalty: 5283.262207
	Iteration 20F: 3 clusters Score -4934936 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37819 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -4935083.000000 Penalty: 5283.262207
	Iteration 21Q: 3 clusters Score -4935083 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38153 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -4935197.000000 Penalty: 5283.262207
	Iteration 22Q: 3 clusters Score -4935197 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38432 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -4935325.000000 Penalty: 5283.262207
	Iteration 23Q: 3 clusters Score -4935325 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38670 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -4935405.500000 Penalty: 5283.262207
	Iteration 24Q: 3 clusters Score -4935406 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38862 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -4935477.000000 Penalty: 5283.262207
	Iteration 25Q: 3 clusters Score -4935477 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39035 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -4935556.500000 Penalty: 5283.262207
	Iteration 26Q: 3 clusters Score -4935556 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39183 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -4935605.000000 Penalty: 5283.262207
	Iteration 27Q: 3 clusters Score -4935605 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39320 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -4935623.500000 Penalty: 5283.262207
	Iteration 28Q: 3 clusters Score -4935624 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39444 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -4935650.000000 Penalty: 5283.262207
	Iteration 29Q: 3 clusters Score -4935650 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39546 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -4935681.000000 Penalty: 5283.262207
	Iteration 30Q: 3 clusters Score -4935681 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39635 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -4935691.000000 Penalty: 5283.262207
	Iteration 31Q: 3 clusters Score -4935691 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39720 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -4935711.000000 Penalty: 5283.262207
	Iteration 32Q: 3 clusters Score -4935711 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39784 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -4935738.500000 Penalty: 5283.262207
	Iteration 33Q: 3 clusters Score -4935738 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39838 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -4935747.500000 Penalty: 5283.262207
	Iteration 34Q: 3 clusters Score -4935748 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39881 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -4935748.000000 Penalty: 5283.262207
	Iteration 35Q: 3 clusters Score -4935748 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39913 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -4935759.000000 Penalty: 5283.262207
	Iteration 36Q: 3 clusters Score -4935759 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39945 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -4935766.000000 Penalty: 5283.262207
	Iteration 37Q: 3 clusters Score -4935766 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39978 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -4935776.000000 Penalty: 5283.262207
	Iteration 38Q: 3 clusters Score -4935776 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40011 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -4935774.000000 Penalty: 5283.262207
	Iteration 39Q: 3 clusters Score -4935774 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40037 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -4935770.000000 Penalty: 5283.262207
	Iteration 40F: 3 clusters Score -4935770 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40068 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -4935791.000000 Penalty: 5283.262207
	Iteration 41Q: 3 clusters Score -4935791 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40083 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -4935779.500000 Penalty: 5283.262207
	Iteration 42Q: 3 clusters Score -4935780 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40097 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -4935787.000000 Penalty: 5283.262207
	Iteration 43Q: 3 clusters Score -4935787 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40109 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -4935796.500000 Penalty: 5283.262207
	Iteration 44Q: 3 clusters Score -4935796 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40120 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -4935796.000000 Penalty: 5283.262207
	Iteration 45Q: 3 clusters Score -4935796 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40131 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -4935801.000000 Penalty: 5283.262207
	Iteration 46Q: 3 clusters Score -4935801 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40144 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -4935804.000000 Penalty: 5283.262207
	Iteration 47Q: 3 clusters Score -4935804 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40152 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -4935807.500000 Penalty: 5283.262207
	Iteration 48Q: 3 clusters Score -4935808 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40160 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -4935812.000000 Penalty: 5283.262207
	Iteration 49Q: 3 clusters Score -4935812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40165 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -4935810.000000 Penalty: 5283.262207
	Iteration 50Q: 3 clusters Score -4935810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40170 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -4935817.000000 Penalty: 5283.262207
	Iteration 51Q: 3 clusters Score -4935817 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40179 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -4935819.500000 Penalty: 5283.262207
	Iteration 52Q: 3 clusters Score -4935820 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40188 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -4935818.000000 Penalty: 5283.262207
	Iteration 53Q: 3 clusters Score -4935818 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40201 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -4935827.000000 Penalty: 5283.262207
	Iteration 54Q: 3 clusters Score -4935827 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40217 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -4935840.000000 Penalty: 5283.262207
	Iteration 55Q: 3 clusters Score -4935840 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40238 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -4935848.500000 Penalty: 5283.262207
	Iteration 56Q: 3 clusters Score -4935848 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40260 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -4935857.500000 Penalty: 5283.262207
	Iteration 57Q: 3 clusters Score -4935858 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40284 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -4935862.000000 Penalty: 5283.262207
	Iteration 58Q: 3 clusters Score -4935862 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40306 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -4935864.500000 Penalty: 5283.262207
	Iteration 59Q: 3 clusters Score -4935864 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40319 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -4935868.000000 Penalty: 5283.262207
	Iteration 60F: 3 clusters Score -4935868 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40335 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -4935876.500000 Penalty: 5283.262207
	Iteration 61Q: 3 clusters Score -4935876 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40348 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -4935885.500000 Penalty: 5283.262207
	Iteration 62Q: 3 clusters Score -4935886 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40368 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -4935881.000000 Penalty: 5283.262207
	Iteration 63Q: 3 clusters Score -4935881 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40384 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -4935892.500000 Penalty: 5283.262207
	Iteration 64Q: 3 clusters Score -4935892 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40399 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -4935897.500000 Penalty: 5283.262207
	Iteration 65Q: 3 clusters Score -4935898 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40412 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -4935892.500000 Penalty: 5283.262207
	Iteration 66Q: 3 clusters Score -4935892 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40423 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -4935891.500000 Penalty: 5283.262207
	Iteration 67Q: 3 clusters Score -4935892 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40436 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -4935889.000000 Penalty: 5283.262207
	Iteration 68Q: 3 clusters Score -4935889 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40444 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -4935890.500000 Penalty: 5283.262207
	Iteration 69Q: 3 clusters Score -4935890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40446 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -4935898.500000 Penalty: 5283.262207
	Iteration 70Q: 3 clusters Score -4935898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40450 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -4935900.500000 Penalty: 5283.262207
	Iteration 71Q: 3 clusters Score -4935900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40452 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -4935894.000000 Penalty: 5283.262207
	Iteration 72Q: 3 clusters Score -4935894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40454 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -4935892.000000 Penalty: 5283.262207
	Iteration 73Q: 3 clusters Score -4935892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40459 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -4935894.500000 Penalty: 5283.262207
	Iteration 74Q: 3 clusters Score -4935894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40462 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -4935894.500000 Penalty: 5283.262207
	Iteration 75Q: 3 clusters Score -4935894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40468 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -4935901.500000 Penalty: 5283.262207
	Iteration 76Q: 3 clusters Score -4935902 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40479 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -4935907.000000 Penalty: 5283.262207
	Iteration 77Q: 3 clusters Score -4935907 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40491 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -4935907.500000 Penalty: 5283.262207
	Iteration 78Q: 3 clusters Score -4935908 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40497 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -4935912.500000 Penalty: 5283.262207
	Iteration 79Q: 3 clusters Score -4935912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40497 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -4935914.500000 Penalty: 5283.262207
	Iteration 80F: 3 clusters Score -4935914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40499 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -4935913.500000 Penalty: 5283.262207
	Iteration 81Q: 3 clusters Score -4935914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40502 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -4935914.000000 Penalty: 5283.262207
	Iteration 82Q: 3 clusters Score -4935914 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40510 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -4935911.500000 Penalty: 5283.262207
	Iteration 83Q: 3 clusters Score -4935912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40513 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -4935916.500000 Penalty: 5283.262207
	Iteration 84Q: 3 clusters Score -4935916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40516 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -4935915.500000 Penalty: 5283.262207
	Iteration 85Q: 3 clusters Score -4935916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40519 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -4935909.000000 Penalty: 5283.262207
	Iteration 86Q: 3 clusters Score -4935909 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40523 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -4935912.500000 Penalty: 5283.262207
	Iteration 87Q: 3 clusters Score -4935912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40526 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -4935913.000000 Penalty: 5283.262207
	Iteration 88Q: 3 clusters Score -4935913 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40527 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -4935907.000000 Penalty: 5283.262207
	Iteration 89Q: 3 clusters Score -4935907 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40530 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -4935913.000000 Penalty: 5283.262207
	Iteration 90Q: 3 clusters Score -4935913 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40532 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -4935917.500000 Penalty: 5283.262207
	Iteration 91Q: 3 clusters Score -4935918 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40532 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -4935917.500000 Penalty: 5283.262207
	Iteration 92F: 3 clusters Score -4935918 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (231223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231223 members 
Entering Unmasked Estep 
Score: -27370810.000000 Penalty: 3063.082275
	Iteration 0F: 2 clusters Score -2.737081e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115265 members 
Mstep: Class 2 contains 115958 members 
Entering Unmasked Estep 
Score: -27216442.000000 Penalty: 6126.164551
	Iteration 0F: 3 clusters Score -2.721644e+07 nChanged 111745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108948 members 
Mstep: Class 2 contains 122275 members 
Entering Unmasked Estep 
Score: -27282274.000000 Penalty: 6126.164551
	Iteration 1F: 3 clusters Score -2.728227e+07 nChanged 6801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105487 members 
Mstep: Class 2 contains 125736 members 
Entering Unmasked Estep 
Score: -27283998.000000 Penalty: 6126.164551
	Iteration 2Q: 3 clusters Score -2.7284e+07 nChanged 8107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100002 members 
Mstep: Class 2 contains 131221 members 
Entering Unmasked Estep 
Score: -27286706.000000 Penalty: 6126.164551
	Iteration 3Q: 3 clusters Score -2.728671e+07 nChanged 10416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91624 members 
Mstep: Class 2 contains 139599 members 
Entering Unmasked Estep 
Score: -27291238.000000 Penalty: 6126.164551
	Iteration 4Q: 3 clusters Score -2.729124e+07 nChanged 13627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79365 members 
Mstep: Class 2 contains 151858 members 
Entering Unmasked Estep 
Score: -27298842.000000 Penalty: 6126.164551
	Iteration 5F: 3 clusters Score -2.729884e+07 nChanged 17397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62704 members 
Mstep: Class 2 contains 168519 members 
Entering Unmasked Estep 
Score: -27311780.000000 Penalty: 6126.164551
	Iteration 6F: 3 clusters Score -2.731178e+07 nChanged 20162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42750 members 
Mstep: Class 2 contains 188473 members 
Entering Unmasked Estep 
Score: -27329690.000000 Penalty: 6126.164551
	Iteration 7F: 3 clusters Score -2.732969e+07 nChanged 18452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24336 members 
Mstep: Class 2 contains 206887 members 
Entering Unmasked Estep 
Score: -27347882.000000 Penalty: 6126.164551
	Iteration 8F: 3 clusters Score -2.734788e+07 nChanged 12022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 218897 members 
Entering Unmasked Estep 
Score: -27359808.000000 Penalty: 6126.164551
	Iteration 9F: 3 clusters Score -2.735981e+07 nChanged 5590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 224441 members 
Entering Unmasked Estep 
Score: -27365528.000000 Penalty: 6126.164551
	Iteration 10Q: 3 clusters Score -2.736553e+07 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 226568 members 
Entering Unmasked Estep 
Score: -27367854.000000 Penalty: 6126.164551
	Iteration 11Q: 3 clusters Score -2.736785e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 227427 members 
Entering Unmasked Estep 
Score: -27368868.000000 Penalty: 6126.164551
	Iteration 12Q: 3 clusters Score -2.736887e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 227822 members 
Entering Unmasked Estep 
Score: -27369352.000000 Penalty: 6126.164551
	Iteration 13Q: 3 clusters Score -2.736935e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 228053 members 
Entering Unmasked Estep 
Score: -27369418.000000 Penalty: 6126.164551
	Iteration 14Q: 3 clusters Score -2.736942e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 228198 members 
Entering Unmasked Estep 
Score: -27369482.000000 Penalty: 6126.164551
	Iteration 15Q: 3 clusters Score -2.736948e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 228303 members 
Entering Unmasked Estep 
Score: -27369544.000000 Penalty: 6126.164551
	Iteration 16Q: 3 clusters Score -2.736954e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 228387 members 
Entering Unmasked Estep 
Score: -27369580.000000 Penalty: 6126.164551
	Iteration 17Q: 3 clusters Score -2.736958e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 228454 members 
Entering Unmasked Estep 
Score: -27369604.000000 Penalty: 6126.164551
	Iteration 18Q: 3 clusters Score -2.73696e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 228503 members 
Entering Unmasked Estep 
Score: -27369590.000000 Penalty: 6126.164551
	Iteration 19Q: 3 clusters Score -2.736959e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 228529 members 
Entering Unmasked Estep 
Score: -27369626.000000 Penalty: 6126.164551
	Iteration 20F: 3 clusters Score -2.736963e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 228542 members 
Entering Unmasked Estep 
Score: -27369642.000000 Penalty: 6126.164551
	Iteration 21Q: 3 clusters Score -2.736964e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 228547 members 
Entering Unmasked Estep 
Score: -27369636.000000 Penalty: 6126.164551
	Iteration 22Q: 3 clusters Score -2.736964e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 228555 members 
Entering Unmasked Estep 
Score: -27369656.000000 Penalty: 6126.164551
	Iteration 23Q: 3 clusters Score -2.736966e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 228560 members 
Entering Unmasked Estep 
Score: -27369666.000000 Penalty: 6126.164551
	Iteration 24Q: 3 clusters Score -2.736967e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 228566 members 
Entering Unmasked Estep 
Score: -27369654.000000 Penalty: 6126.164551
	Iteration 25Q: 3 clusters Score -2.736965e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 228568 members 
Entering Unmasked Estep 
Score: -27369660.000000 Penalty: 6126.164551
	Iteration 26Q: 3 clusters Score -2.736966e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 228571 members 
Entering Unmasked Estep 
Score: -27369670.000000 Penalty: 6126.164551
	Iteration 27Q: 3 clusters Score -2.736967e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 228576 members 
Entering Unmasked Estep 
Score: -27369680.000000 Penalty: 6126.164551
	Iteration 28Q: 3 clusters Score -2.736968e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 228576 members 
Entering Unmasked Estep 
Score: -27369664.000000 Penalty: 6126.164551
	Iteration 29Q: 3 clusters Score -2.736966e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 228576 members 
Entering Unmasked Estep 
Score: -27369662.000000 Penalty: 6126.164551
	Iteration 30Q: 3 clusters Score -2.736966e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 228578 members 
Entering Unmasked Estep 
Score: -27369652.000000 Penalty: 6126.164551
	Iteration 31Q: 3 clusters Score -2.736965e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 228579 members 
Entering Unmasked Estep 
Score: -27369632.000000 Penalty: 6126.164551
	Iteration 32Q: 3 clusters Score -2.736963e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 228580 members 
Entering Unmasked Estep 
Score: -27369642.000000 Penalty: 6126.164551
	Iteration 33Q: 3 clusters Score -2.736964e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 228581 members 
Entering Unmasked Estep 
Score: -27369630.000000 Penalty: 6126.164551
	Iteration 34Q: 3 clusters Score -2.736963e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 228581 members 
Entering Unmasked Estep 
Score: -27369624.000000 Penalty: 6126.164551
	Iteration 35Q: 3 clusters Score -2.736962e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 228582 members 
Entering Unmasked Estep 
Score: -27369618.000000 Penalty: 6126.164551
	Iteration 36Q: 3 clusters Score -2.736962e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 228583 members 
Entering Unmasked Estep 
Score: -27369616.000000 Penalty: 6126.164551
	Iteration 37Q: 3 clusters Score -2.736962e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 228586 members 
Entering Unmasked Estep 
Score: -27369618.000000 Penalty: 6126.164551
	Iteration 38Q: 3 clusters Score -2.736962e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 228592 members 
Entering Unmasked Estep 
Score: -27369612.000000 Penalty: 6126.164551
	Iteration 39Q: 3 clusters Score -2.736961e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 228599 members 
Entering Unmasked Estep 
Score: -27369630.000000 Penalty: 6126.164551
	Iteration 40F: 3 clusters Score -2.736963e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 228600 members 
Entering Unmasked Estep 
Score: -27369604.000000 Penalty: 6126.164551
	Iteration 41Q: 3 clusters Score -2.73696e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 228605 members 
Entering Unmasked Estep 
Score: -27369610.000000 Penalty: 6126.164551
	Iteration 42Q: 3 clusters Score -2.736961e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 228603 members 
Entering Unmasked Estep 
Score: -27369620.000000 Penalty: 6126.164551
	Iteration 43Q: 3 clusters Score -2.736962e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 228605 members 
Entering Unmasked Estep 
Score: -27369608.000000 Penalty: 6126.164551
	Iteration 44Q: 3 clusters Score -2.736961e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 228606 members 
Entering Unmasked Estep 
Score: -27369608.000000 Penalty: 6126.164551
	Iteration 45Q: 3 clusters Score -2.736961e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 228607 members 
Entering Unmasked Estep 
Score: -27369620.000000 Penalty: 6126.164551
	Iteration 46Q: 3 clusters Score -2.736962e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 228607 members 
Entering Unmasked Estep 
Score: -27369620.000000 Penalty: 6126.164551
	Iteration 47F: 3 clusters Score -2.736962e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Entering Unmasked Estep 
Score: -168057.234375 Penalty: 1821.810547
	Iteration 0F: 2 clusters Score -168057.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -165833.984375 Penalty: 3643.621094
	Iteration 0F: 3 clusters Score -165834 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -167056.734375 Penalty: 3643.621094
	Iteration 1F: 3 clusters Score -167056.7 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -167730.531250 Penalty: 3643.621094
	Iteration 2F: 3 clusters Score -167730.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -168126.859375 Penalty: 3643.621094
	Iteration 3F: 3 clusters Score -168126.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -168278.937500 Penalty: 3643.621094
	Iteration 4Q: 3 clusters Score -168278.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -168350.343750 Penalty: 3643.621094
	Iteration 5Q: 3 clusters Score -168350.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -168393.640625 Penalty: 3643.621094
	Iteration 6Q: 3 clusters Score -168393.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -168428.578125 Penalty: 3643.621094
	Iteration 7Q: 3 clusters Score -168428.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -168435.593750 Penalty: 3643.621094
	Iteration 8Q: 3 clusters Score -168435.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -168437.640625 Penalty: 3643.621094
	Iteration 9Q: 3 clusters Score -168437.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -168441.828125 Penalty: 3643.621094
	Iteration 10Q: 3 clusters Score -168441.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -168444.234375 Penalty: 3643.621094
	Iteration 11Q: 3 clusters Score -168444.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -168444.234375 Penalty: 3643.621094
	Iteration 12F: 3 clusters Score -168444.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13778 members 
Mstep: Class 2 contains 1235 members 
Mstep: Class 3 contains 5029 members 
Mstep: Class 4 contains 10319 members 
Mstep: Class 5 contains 2467 members 
Mstep: Class 6 contains 3927 members 
Mstep: Class 7 contains 238187 members 
Mstep: Class 8 contains 73987 members 
Mstep: Class 9 contains 43955 members 
Mstep: Class 10 contains 3887 members 
Mstep: Class 11 contains 215087 members 
Mstep: Class 12 contains 8390 members 
Mstep: Class 13 contains 69084 members 
Mstep: Class 14 contains 42266 members 
Mstep: Class 15 contains 231223 members 
Mstep: Class 16 contains 195 members 
Mstep: Class 17 contains 45387 members 
Mstep: Class 18 contains 84314 members 
Mstep: Class 19 contains 19634 members 
Mstep: Class 20 contains 8528 members 
Mstep: Class 21 contains 4257 members 
Mstep: Class 22 contains 12353 members 
Mstep: Class 23 contains 25576 members 
Mstep: Class 24 contains 1355 members 
Mstep: Class 25 contains 5479 members 
Mstep: Class 26 contains 118572 members 
Mstep: Class 27 contains 37151 members 
Mstep: Class 28 contains 419 members 
Mstep: Class 29 contains 5527 members 
Mstep: Class 30 contains 4214 members 
Mstep: Class 31 contains 3155 members 
Mstep: Class 32 contains 1161 members 
Mstep: Class 33 contains 10760 members 
Mstep: Class 34 contains 919 members 
Mstep: Class 35 contains 8465 members 
Entering Unmasked Estep 
Score: -155652768.000000 Penalty: 122589.179688
Splitting cluster 16 changes total score from -155654080.000000 to -155652768.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (45387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45387 members 
Entering Unmasked Estep 
Score: -5169337.000000 Penalty: 2659.299316
	Iteration 0F: 2 clusters Score -5169337 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22672 members 
Mstep: Class 2 contains 22715 members 
Entering Unmasked Estep 
Score: -5138748.000000 Penalty: 5318.598633
	Iteration 0F: 3 clusters Score -5138748 nChanged 20828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22064 members 
Mstep: Class 2 contains 23323 members 
Entering Unmasked Estep 
Score: -5150365.000000 Penalty: 5318.598633
	Iteration 1F: 3 clusters Score -5150365 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21741 members 
Mstep: Class 2 contains 23646 members 
Entering Unmasked Estep 
Score: -5151097.500000 Penalty: 5318.598633
	Iteration 2Q: 3 clusters Score -5151098 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21309 members 
Mstep: Class 2 contains 24078 members 
Entering Unmasked Estep 
Score: -5151947.000000 Penalty: 5318.598633
	Iteration 3Q: 3 clusters Score -5151947 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20832 members 
Mstep: Class 2 contains 24555 members 
Entering Unmasked Estep 
Score: -5152980.500000 Penalty: 5318.598633
	Iteration 4Q: 3 clusters Score -5152980 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20323 members 
Mstep: Class 2 contains 25064 members 
Entering Unmasked Estep 
Score: -5154118.500000 Penalty: 5318.598633
	Iteration 5F: 3 clusters Score -5154118 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19854 members 
Mstep: Class 2 contains 25533 members 
Entering Unmasked Estep 
Score: -5155505.500000 Penalty: 5318.598633
	Iteration 6F: 3 clusters Score -5155506 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19492 members 
Mstep: Class 2 contains 25895 members 
Entering Unmasked Estep 
Score: -5157180.500000 Penalty: 5318.598633
	Iteration 7F: 3 clusters Score -5157180 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19341 members 
Mstep: Class 2 contains 26046 members 
Entering Unmasked Estep 
Score: -5159363.000000 Penalty: 5318.598633
	Iteration 8F: 3 clusters Score -5159363 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19522 members 
Mstep: Class 2 contains 25865 members 
Entering Unmasked Estep 
Score: -5162118.500000 Penalty: 5318.598633
	Iteration 9F: 3 clusters Score -5162118 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19801 members 
Mstep: Class 2 contains 25586 members 
Entering Unmasked Estep 
Score: -5164919.500000 Penalty: 5318.598633
	Iteration 10F: 3 clusters Score -5164920 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20187 members 
Mstep: Class 2 contains 25200 members 
Entering Unmasked Estep 
Score: -5166746.000000 Penalty: 5318.598633
	Iteration 11Q: 3 clusters Score -5166746 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20610 members 
Mstep: Class 2 contains 24777 members 
Entering Unmasked Estep 
Score: -5167774.000000 Penalty: 5318.598633
	Iteration 12Q: 3 clusters Score -5167774 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21035 members 
Mstep: Class 2 contains 24352 members 
Entering Unmasked Estep 
Score: -5168378.500000 Penalty: 5318.598633
	Iteration 13Q: 3 clusters Score -5168378 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21478 members 
Mstep: Class 2 contains 23909 members 
Entering Unmasked Estep 
Score: -5168816.500000 Penalty: 5318.598633
	Iteration 14Q: 3 clusters Score -5168816 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21953 members 
Mstep: Class 2 contains 23434 members 
Entering Unmasked Estep 
Score: -5169172.000000 Penalty: 5318.598633
	Iteration 15Q: 3 clusters Score -5169172 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22387 members 
Mstep: Class 2 contains 23000 members 
Entering Unmasked Estep 
Score: -5169407.000000 Penalty: 5318.598633
	Iteration 16Q: 3 clusters Score -5169407 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22790 members 
Mstep: Class 2 contains 22597 members 
Entering Unmasked Estep 
Score: -5169572.000000 Penalty: 5318.598633
	Iteration 17Q: 3 clusters Score -5169572 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23159 members 
Mstep: Class 2 contains 22228 members 
Entering Unmasked Estep 
Score: -5169673.000000 Penalty: 5318.598633
	Iteration 18Q: 3 clusters Score -5169673 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23431 members 
Mstep: Class 2 contains 21956 members 
Entering Unmasked Estep 
Score: -5169736.500000 Penalty: 5318.598633
	Iteration 19Q: 3 clusters Score -5169736 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23676 members 
Mstep: Class 2 contains 21711 members 
Entering Unmasked Estep 
Score: -5169789.000000 Penalty: 5318.598633
	Iteration 20F: 3 clusters Score -5169789 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23880 members 
Mstep: Class 2 contains 21507 members 
Entering Unmasked Estep 
Score: -5169815.500000 Penalty: 5318.598633
	Iteration 21Q: 3 clusters Score -5169816 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24045 members 
Mstep: Class 2 contains 21342 members 
Entering Unmasked Estep 
Score: -5169826.500000 Penalty: 5318.598633
	Iteration 22Q: 3 clusters Score -5169826 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24177 members 
Mstep: Class 2 contains 21210 members 
Entering Unmasked Estep 
Score: -5169854.000000 Penalty: 5318.598633
	Iteration 23Q: 3 clusters Score -5169854 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24284 members 
Mstep: Class 2 contains 21103 members 
Entering Unmasked Estep 
Score: -5169868.000000 Penalty: 5318.598633
	Iteration 24Q: 3 clusters Score -5169868 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24373 members 
Mstep: Class 2 contains 21014 members 
Entering Unmasked Estep 
Score: -5169880.000000 Penalty: 5318.598633
	Iteration 25Q: 3 clusters Score -5169880 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24458 members 
Mstep: Class 2 contains 20929 members 
Entering Unmasked Estep 
Score: -5169892.000000 Penalty: 5318.598633
	Iteration 26Q: 3 clusters Score -5169892 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24544 members 
Mstep: Class 2 contains 20843 members 
Entering Unmasked Estep 
Score: -5169903.000000 Penalty: 5318.598633
	Iteration 27Q: 3 clusters Score -5169903 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24612 members 
Mstep: Class 2 contains 20775 members 
Entering Unmasked Estep 
Score: -5169910.500000 Penalty: 5318.598633
	Iteration 28Q: 3 clusters Score -5169910 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24682 members 
Mstep: Class 2 contains 20705 members 
Entering Unmasked Estep 
Score: -5169920.500000 Penalty: 5318.598633
	Iteration 29Q: 3 clusters Score -5169920 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24737 members 
Mstep: Class 2 contains 20650 members 
Entering Unmasked Estep 
Score: -5169925.500000 Penalty: 5318.598633
	Iteration 30Q: 3 clusters Score -5169926 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24800 members 
Mstep: Class 2 contains 20587 members 
Entering Unmasked Estep 
Score: -5169943.000000 Penalty: 5318.598633
	Iteration 31Q: 3 clusters Score -5169943 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24852 members 
Mstep: Class 2 contains 20535 members 
Entering Unmasked Estep 
Score: -5169943.500000 Penalty: 5318.598633
	Iteration 32Q: 3 clusters Score -5169944 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24907 members 
Mstep: Class 2 contains 20480 members 
Entering Unmasked Estep 
Score: -5169946.000000 Penalty: 5318.598633
	Iteration 33Q: 3 clusters Score -5169946 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24953 members 
Mstep: Class 2 contains 20434 members 
Entering Unmasked Estep 
Score: -5169952.000000 Penalty: 5318.598633
	Iteration 34Q: 3 clusters Score -5169952 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24990 members 
Mstep: Class 2 contains 20397 members 
Entering Unmasked Estep 
Score: -5169963.000000 Penalty: 5318.598633
	Iteration 35Q: 3 clusters Score -5169963 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25021 members 
Mstep: Class 2 contains 20366 members 
Entering Unmasked Estep 
Score: -5169952.000000 Penalty: 5318.598633
	Iteration 36Q: 3 clusters Score -5169952 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25038 members 
Mstep: Class 2 contains 20349 members 
Entering Unmasked Estep 
Score: -5169949.000000 Penalty: 5318.598633
	Iteration 37Q: 3 clusters Score -5169949 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25047 members 
Mstep: Class 2 contains 20340 members 
Entering Unmasked Estep 
Score: -5169953.500000 Penalty: 5318.598633
	Iteration 38Q: 3 clusters Score -5169954 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25055 members 
Mstep: Class 2 contains 20332 members 
Entering Unmasked Estep 
Score: -5169947.500000 Penalty: 5318.598633
	Iteration 39Q: 3 clusters Score -5169948 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25063 members 
Mstep: Class 2 contains 20324 members 
Entering Unmasked Estep 
Score: -5169951.000000 Penalty: 5318.598633
	Iteration 40F: 3 clusters Score -5169951 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25072 members 
Mstep: Class 2 contains 20315 members 
Entering Unmasked Estep 
Score: -5169953.500000 Penalty: 5318.598633
	Iteration 41Q: 3 clusters Score -5169954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25076 members 
Mstep: Class 2 contains 20311 members 
Entering Unmasked Estep 
Score: -5169956.000000 Penalty: 5318.598633
	Iteration 42Q: 3 clusters Score -5169956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25078 members 
Mstep: Class 2 contains 20309 members 
Entering Unmasked Estep 
Score: -5169955.000000 Penalty: 5318.598633
	Iteration 43Q: 3 clusters Score -5169955 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25079 members 
Mstep: Class 2 contains 20308 members 
Entering Unmasked Estep 
Score: -5169955.000000 Penalty: 5318.598633
	Iteration 44Q: 3 clusters Score -5169955 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25079 members 
Mstep: Class 2 contains 20308 members 
Entering Unmasked Estep 
Score: -5169955.000000 Penalty: 5318.598633
	Iteration 45F: 3 clusters Score -5169955 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13778 members 
Mstep: Class 2 contains 1235 members 
Mstep: Class 3 contains 5029 members 
Mstep: Class 4 contains 10319 members 
Mstep: Class 5 contains 2467 members 
Mstep: Class 6 contains 3927 members 
Mstep: Class 7 contains 238187 members 
Mstep: Class 8 contains 73987 members 
Mstep: Class 9 contains 43955 members 
Mstep: Class 10 contains 3887 members 
Mstep: Class 11 contains 215087 members 
Mstep: Class 12 contains 8390 members 
Mstep: Class 13 contains 69084 members 
Mstep: Class 14 contains 42266 members 
Mstep: Class 15 contains 231223 members 
Mstep: Class 16 contains 1550 members 
Mstep: Class 17 contains 25079 members 
Mstep: Class 18 contains 84314 members 
Mstep: Class 19 contains 19634 members 
Mstep: Class 20 contains 8528 members 
Mstep: Class 21 contains 4257 members 
Mstep: Class 22 contains 12353 members 
Mstep: Class 23 contains 25576 members 
Mstep: Class 24 contains 20308 members 
Mstep: Class 25 contains 5479 members 
Mstep: Class 26 contains 118572 members 
Mstep: Class 27 contains 37151 members 
Mstep: Class 28 contains 419 members 
Mstep: Class 29 contains 5527 members 
Mstep: Class 30 contains 4214 members 
Mstep: Class 31 contains 3155 members 
Mstep: Class 32 contains 1161 members 
Mstep: Class 33 contains 10760 members 
Mstep: Class 34 contains 919 members 
Mstep: Class 35 contains 8465 members 
Entering Unmasked Estep 
Score: -155653488.000000 Penalty: 122589.179688
Splitting cluster 17 changes total score from -155654080.000000 to -155653488.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (84314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84314 members 
Entering Unmasked Estep 
Score: -9957858.000000 Penalty: 2812.891113
	Iteration 0F: 2 clusters Score -9957858 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42245 members 
Mstep: Class 2 contains 42069 members 
Entering Unmasked Estep 
Score: -9901368.000000 Penalty: 5625.782227
	Iteration 0F: 3 clusters Score -9901368 nChanged 39518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42989 members 
Mstep: Class 2 contains 41325 members 
Entering Unmasked Estep 
Score: -9923300.000000 Penalty: 5625.782227
	Iteration 1F: 3 clusters Score -9923300 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43686 members 
Mstep: Class 2 contains 40628 members 
Entering Unmasked Estep 
Score: -9923894.000000 Penalty: 5625.782227
	Iteration 2Q: 3 clusters Score -9923894 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44796 members 
Mstep: Class 2 contains 39518 members 
Entering Unmasked Estep 
Score: -9924596.000000 Penalty: 5625.782227
	Iteration 3Q: 3 clusters Score -9924596 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46506 members 
Mstep: Class 2 contains 37808 members 
Entering Unmasked Estep 
Score: -9925290.000000 Penalty: 5625.782227
	Iteration 4Q: 3 clusters Score -9925290 nChanged 3208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49084 members 
Mstep: Class 2 contains 35230 members 
Entering Unmasked Estep 
Score: -9926305.000000 Penalty: 5625.782227
	Iteration 5Q: 3 clusters Score -9926305 nChanged 3971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52815 members 
Mstep: Class 2 contains 31499 members 
Entering Unmasked Estep 
Score: -9928012.000000 Penalty: 5625.782227
	Iteration 6Q: 3 clusters Score -9928012 nChanged 5182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57937 members 
Mstep: Class 2 contains 26377 members 
Entering Unmasked Estep 
Score: -9931160.000000 Penalty: 5625.782227
	Iteration 7F: 3 clusters Score -9931160 nChanged 6663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64590 members 
Mstep: Class 2 contains 19724 members 
Entering Unmasked Estep 
Score: -9936239.000000 Penalty: 5625.782227
	Iteration 8F: 3 clusters Score -9936239 nChanged 7586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72172 members 
Mstep: Class 2 contains 12142 members 
Entering Unmasked Estep 
Score: -9943099.000000 Penalty: 5625.782227
	Iteration 9F: 3 clusters Score -9943099 nChanged 6511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78683 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -9949780.000000 Penalty: 5625.782227
	Iteration 10F: 3 clusters Score -9949780 nChanged 3656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82339 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -9953397.000000 Penalty: 5625.782227
	Iteration 11Q: 3 clusters Score -9953397 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83670 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -9954643.000000 Penalty: 5625.782227
	Iteration 12Q: 3 clusters Score -9954643 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83995 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -9955040.000000 Penalty: 5625.782227
	Iteration 13Q: 3 clusters Score -9955040 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84070 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -9955179.000000 Penalty: 5625.782227
	Iteration 14Q: 3 clusters Score -9955179 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84104 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -9955266.000000 Penalty: 5625.782227
	Iteration 15Q: 3 clusters Score -9955266 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84112 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -9955299.000000 Penalty: 5625.782227
	Iteration 16Q: 3 clusters Score -9955299 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84118 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -9955326.000000 Penalty: 5625.782227
	Iteration 17Q: 3 clusters Score -9955326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84119 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -9955330.000000 Penalty: 5625.782227
	Iteration 18Q: 3 clusters Score -9955330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84120 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -9955337.000000 Penalty: 5625.782227
	Iteration 19Q: 3 clusters Score -9955337 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84120 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -9955337.000000 Penalty: 5625.782227
	Iteration 20F: 3 clusters Score -9955337 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (19634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19634 members 
Entering Unmasked Estep 
Score: -2344217.500000 Penalty: 2451.484619
	Iteration 0F: 2 clusters Score -2344218 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -2330354.750000 Penalty: 4902.969238
	Iteration 0F: 3 clusters Score -2330355 nChanged 8631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -2335079.500000 Penalty: 4902.969238
	Iteration 1F: 3 clusters Score -2335080 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -2335534.500000 Penalty: 4902.969238
	Iteration 2F: 3 clusters Score -2335534 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -2336015.000000 Penalty: 4902.969238
	Iteration 3F: 3 clusters Score -2336015 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12744 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -2336557.000000 Penalty: 4902.969238
	Iteration 4Q: 3 clusters Score -2336557 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13773 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -2337262.250000 Penalty: 4902.969238
	Iteration 5F: 3 clusters Score -2337262 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14962 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -2338176.250000 Penalty: 4902.969238
	Iteration 6F: 3 clusters Score -2338176 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16255 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -2339238.750000 Penalty: 4902.969238
	Iteration 7F: 3 clusters Score -2339239 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17329 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -2340141.000000 Penalty: 4902.969238
	Iteration 8F: 3 clusters Score -2340141 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18143 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -2340878.000000 Penalty: 4902.969238
	Iteration 9Q: 3 clusters Score -2340878 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18683 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -2341360.500000 Penalty: 4902.969238
	Iteration 10Q: 3 clusters Score -2341360 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18968 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -2341638.500000 Penalty: 4902.969238
	Iteration 11Q: 3 clusters Score -2341638 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19124 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -2341776.500000 Penalty: 4902.969238
	Iteration 12Q: 3 clusters Score -2341776 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19210 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -2341849.250000 Penalty: 4902.969238
	Iteration 13Q: 3 clusters Score -2341849 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19259 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -2341905.000000 Penalty: 4902.969238
	Iteration 14Q: 3 clusters Score -2341905 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19298 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -2341937.750000 Penalty: 4902.969238
	Iteration 15Q: 3 clusters Score -2341938 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19317 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -2341958.750000 Penalty: 4902.969238
	Iteration 16Q: 3 clusters Score -2341959 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19328 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -2341981.250000 Penalty: 4902.969238
	Iteration 17Q: 3 clusters Score -2341981 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19335 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -2341994.750000 Penalty: 4902.969238
	Iteration 18Q: 3 clusters Score -2341995 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19346 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -2342002.750000 Penalty: 4902.969238
	Iteration 19Q: 3 clusters Score -2342003 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19354 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -2342012.250000 Penalty: 4902.969238
	Iteration 20F: 3 clusters Score -2342012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19358 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -2342015.250000 Penalty: 4902.969238
	Iteration 21Q: 3 clusters Score -2342015 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19361 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -2342022.500000 Penalty: 4902.969238
	Iteration 22Q: 3 clusters Score -2342022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19364 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -2342024.500000 Penalty: 4902.969238
	Iteration 23Q: 3 clusters Score -2342024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19366 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -2342028.500000 Penalty: 4902.969238
	Iteration 24Q: 3 clusters Score -2342028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19366 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -2342031.000000 Penalty: 4902.969238
	Iteration 25Q: 3 clusters Score -2342031 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19366 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -2342033.000000 Penalty: 4902.969238
	Iteration 26Q: 3 clusters Score -2342033 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19369 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -2342036.750000 Penalty: 4902.969238
	Iteration 27Q: 3 clusters Score -2342037 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19371 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -2342037.750000 Penalty: 4902.969238
	Iteration 28Q: 3 clusters Score -2342038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19371 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -2342037.750000 Penalty: 4902.969238
	Iteration 29F: 3 clusters Score -2342038 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (8528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Entering Unmasked Estep 
Score: -954753.875000 Penalty: 2244.675293
	Iteration 0F: 2 clusters Score -954753.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -947894.125000 Penalty: 4489.350586
	Iteration 0F: 3 clusters Score -947894.1 nChanged 3509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -949840.875000 Penalty: 4489.350586
	Iteration 1F: 3 clusters Score -949840.9 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -950103.312500 Penalty: 4489.350586
	Iteration 2F: 3 clusters Score -950103.3 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -950248.750000 Penalty: 4489.350586
	Iteration 3Q: 3 clusters Score -950248.8 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -950335.875000 Penalty: 4489.350586
	Iteration 4Q: 3 clusters Score -950335.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -950398.375000 Penalty: 4489.350586
	Iteration 5Q: 3 clusters Score -950398.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -950447.750000 Penalty: 4489.350586
	Iteration 6Q: 3 clusters Score -950447.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -950504.062500 Penalty: 4489.350586
	Iteration 7Q: 3 clusters Score -950504.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -950553.687500 Penalty: 4489.350586
	Iteration 8Q: 3 clusters Score -950553.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -950602.125000 Penalty: 4489.350586
	Iteration 9Q: 3 clusters Score -950602.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -950651.687500 Penalty: 4489.350586
	Iteration 10Q: 3 clusters Score -950651.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -950690.375000 Penalty: 4489.350586
	Iteration 11Q: 3 clusters Score -950690.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -950728.625000 Penalty: 4489.350586
	Iteration 12Q: 3 clusters Score -950728.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -950772.125000 Penalty: 4489.350586
	Iteration 13Q: 3 clusters Score -950772.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -950811.562500 Penalty: 4489.350586
	Iteration 14Q: 3 clusters Score -950811.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -950851.125000 Penalty: 4489.350586
	Iteration 15Q: 3 clusters Score -950851.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -950887.437500 Penalty: 4489.350586
	Iteration 16Q: 3 clusters Score -950887.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -950928.187500 Penalty: 4489.350586
	Iteration 17Q: 3 clusters Score -950928.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -950972.625000 Penalty: 4489.350586
	Iteration 18Q: 3 clusters Score -950972.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -951032.437500 Penalty: 4489.350586
	Iteration 19Q: 3 clusters Score -951032.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -951102.875000 Penalty: 4489.350586
	Iteration 20F: 3 clusters Score -951102.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -951175.125000 Penalty: 4489.350586
	Iteration 21Q: 3 clusters Score -951175.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -951260.875000 Penalty: 4489.350586
	Iteration 22Q: 3 clusters Score -951260.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -951349.125000 Penalty: 4489.350586
	Iteration 23Q: 3 clusters Score -951349.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -951451.750000 Penalty: 4489.350586
	Iteration 24Q: 3 clusters Score -951451.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -951564.500000 Penalty: 4489.350586
	Iteration 25Q: 3 clusters Score -951564.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -951672.000000 Penalty: 4489.350586
	Iteration 26Q: 3 clusters Score -951672 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -951787.812500 Penalty: 4489.350586
	Iteration 27Q: 3 clusters Score -951787.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -951902.187500 Penalty: 4489.350586
	Iteration 28Q: 3 clusters Score -951902.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -952005.937500 Penalty: 4489.350586
	Iteration 29Q: 3 clusters Score -952005.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -952102.062500 Penalty: 4489.350586
	Iteration 30Q: 3 clusters Score -952102.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -952195.625000 Penalty: 4489.350586
	Iteration 31Q: 3 clusters Score -952195.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -952273.562500 Penalty: 4489.350586
	Iteration 32Q: 3 clusters Score -952273.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -952347.062500 Penalty: 4489.350586
	Iteration 33Q: 3 clusters Score -952347.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -952419.312500 Penalty: 4489.350586
	Iteration 34Q: 3 clusters Score -952419.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -952497.312500 Penalty: 4489.350586
	Iteration 35Q: 3 clusters Score -952497.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -952562.312500 Penalty: 4489.350586
	Iteration 36Q: 3 clusters Score -952562.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -952621.625000 Penalty: 4489.350586
	Iteration 37Q: 3 clusters Score -952621.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -952672.625000 Penalty: 4489.350586
	Iteration 38Q: 3 clusters Score -952672.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -952722.125000 Penalty: 4489.350586
	Iteration 39Q: 3 clusters Score -952722.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -952752.187500 Penalty: 4489.350586
	Iteration 40F: 3 clusters Score -952752.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -952783.062500 Penalty: 4489.350586
	Iteration 41Q: 3 clusters Score -952783.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -952799.375000 Penalty: 4489.350586
	Iteration 42Q: 3 clusters Score -952799.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -952821.937500 Penalty: 4489.350586
	Iteration 43Q: 3 clusters Score -952821.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -952840.750000 Penalty: 4489.350586
	Iteration 44Q: 3 clusters Score -952840.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -952852.500000 Penalty: 4489.350586
	Iteration 45Q: 3 clusters Score -952852.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -952865.812500 Penalty: 4489.350586
	Iteration 46Q: 3 clusters Score -952865.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -952871.187500 Penalty: 4489.350586
	Iteration 47Q: 3 clusters Score -952871.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -952877.625000 Penalty: 4489.350586
	Iteration 48Q: 3 clusters Score -952877.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -952884.875000 Penalty: 4489.350586
	Iteration 49Q: 3 clusters Score -952884.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -952887.500000 Penalty: 4489.350586
	Iteration 50Q: 3 clusters Score -952887.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -952895.250000 Penalty: 4489.350586
	Iteration 51Q: 3 clusters Score -952895.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -952901.625000 Penalty: 4489.350586
	Iteration 52Q: 3 clusters Score -952901.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -952913.375000 Penalty: 4489.350586
	Iteration 53Q: 3 clusters Score -952913.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -952921.625000 Penalty: 4489.350586
	Iteration 54Q: 3 clusters Score -952921.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -952929.187500 Penalty: 4489.350586
	Iteration 55Q: 3 clusters Score -952929.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -952932.062500 Penalty: 4489.350586
	Iteration 56Q: 3 clusters Score -952932.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -952936.500000 Penalty: 4489.350586
	Iteration 57Q: 3 clusters Score -952936.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -952938.187500 Penalty: 4489.350586
	Iteration 58Q: 3 clusters Score -952938.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -952943.437500 Penalty: 4489.350586
	Iteration 59Q: 3 clusters Score -952943.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -952949.937500 Penalty: 4489.350586
	Iteration 60F: 3 clusters Score -952949.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -952955.750000 Penalty: 4489.350586
	Iteration 61Q: 3 clusters Score -952955.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -952958.562500 Penalty: 4489.350586
	Iteration 62Q: 3 clusters Score -952958.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -952961.812500 Penalty: 4489.350586
	Iteration 63Q: 3 clusters Score -952961.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -952961.937500 Penalty: 4489.350586
	Iteration 64Q: 3 clusters Score -952961.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -952963.375000 Penalty: 4489.350586
	Iteration 65Q: 3 clusters Score -952963.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -952965.937500 Penalty: 4489.350586
	Iteration 66Q: 3 clusters Score -952965.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -952967.250000 Penalty: 4489.350586
	Iteration 67Q: 3 clusters Score -952967.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -952967.312500 Penalty: 4489.350586
	Iteration 68Q: 3 clusters Score -952967.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -952966.875000 Penalty: 4489.350586
	Iteration 69Q: 3 clusters Score -952966.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -952966.875000 Penalty: 4489.350586
	Iteration 70F: 3 clusters Score -952966.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Entering Unmasked Estep 
Score: -462723.625000 Penalty: 2072.367432
	Iteration 0F: 2 clusters Score -462723.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -458689.781250 Penalty: 4144.734863
	Iteration 0F: 3 clusters Score -458689.8 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -459703.031250 Penalty: 4144.734863
	Iteration 1F: 3 clusters Score -459703 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -459984.718750 Penalty: 4144.734863
	Iteration 2F: 3 clusters Score -459984.7 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -460178.812500 Penalty: 4144.734863
	Iteration 3F: 3 clusters Score -460178.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -460309.250000 Penalty: 4144.734863
	Iteration 4Q: 3 clusters Score -460309.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -460420.781250 Penalty: 4144.734863
	Iteration 5Q: 3 clusters Score -460420.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -460527.718750 Penalty: 4144.734863
	Iteration 6Q: 3 clusters Score -460527.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -460625.781250 Penalty: 4144.734863
	Iteration 7Q: 3 clusters Score -460625.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -460702.312500 Penalty: 4144.734863
	Iteration 8Q: 3 clusters Score -460702.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -460760.031250 Penalty: 4144.734863
	Iteration 9Q: 3 clusters Score -460760 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -460816.500000 Penalty: 4144.734863
	Iteration 10Q: 3 clusters Score -460816.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -460871.062500 Penalty: 4144.734863
	Iteration 11Q: 3 clusters Score -460871.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -460911.343750 Penalty: 4144.734863
	Iteration 12Q: 3 clusters Score -460911.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -460943.531250 Penalty: 4144.734863
	Iteration 13Q: 3 clusters Score -460943.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -460971.781250 Penalty: 4144.734863
	Iteration 14Q: 3 clusters Score -460971.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -461001.406250 Penalty: 4144.734863
	Iteration 15Q: 3 clusters Score -461001.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -461020.843750 Penalty: 4144.734863
	Iteration 16Q: 3 clusters Score -461020.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -461032.562500 Penalty: 4144.734863
	Iteration 17Q: 3 clusters Score -461032.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -461039.062500 Penalty: 4144.734863
	Iteration 18Q: 3 clusters Score -461039.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -461052.781250 Penalty: 4144.734863
	Iteration 19Q: 3 clusters Score -461052.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -461062.781250 Penalty: 4144.734863
	Iteration 20F: 3 clusters Score -461062.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -461070.718750 Penalty: 4144.734863
	Iteration 21Q: 3 clusters Score -461070.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -461081.375000 Penalty: 4144.734863
	Iteration 22Q: 3 clusters Score -461081.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -461093.156250 Penalty: 4144.734863
	Iteration 23Q: 3 clusters Score -461093.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -461102.843750 Penalty: 4144.734863
	Iteration 24Q: 3 clusters Score -461102.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -461114.718750 Penalty: 4144.734863
	Iteration 25Q: 3 clusters Score -461114.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -461124.031250 Penalty: 4144.734863
	Iteration 26Q: 3 clusters Score -461124 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -461130.281250 Penalty: 4144.734863
	Iteration 27Q: 3 clusters Score -461130.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -461133.437500 Penalty: 4144.734863
	Iteration 28Q: 3 clusters Score -461133.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -461135.375000 Penalty: 4144.734863
	Iteration 29Q: 3 clusters Score -461135.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -461135.375000 Penalty: 4144.734863
	Iteration 30F: 3 clusters Score -461135.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (12353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Entering Unmasked Estep 
Score: -1468095.750000 Penalty: 2336.570068
	Iteration 0F: 2 clusters Score -1468096 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -1459020.250000 Penalty: 4673.140137
	Iteration 0F: 3 clusters Score -1459020 nChanged 5195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -1461783.625000 Penalty: 4673.140137
	Iteration 1F: 3 clusters Score -1461784 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -1462085.000000 Penalty: 4673.140137
	Iteration 2F: 3 clusters Score -1462085 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -1462305.875000 Penalty: 4673.140137
	Iteration 3Q: 3 clusters Score -1462306 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -1462490.625000 Penalty: 4673.140137
	Iteration 4Q: 3 clusters Score -1462491 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -1462625.500000 Penalty: 4673.140137
	Iteration 5Q: 3 clusters Score -1462626 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -1462722.625000 Penalty: 4673.140137
	Iteration 6Q: 3 clusters Score -1462723 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -1462817.375000 Penalty: 4673.140137
	Iteration 7Q: 3 clusters Score -1462817 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -1462905.375000 Penalty: 4673.140137
	Iteration 8Q: 3 clusters Score -1462905 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -1463003.625000 Penalty: 4673.140137
	Iteration 9Q: 3 clusters Score -1463004 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -1463073.500000 Penalty: 4673.140137
	Iteration 10Q: 3 clusters Score -1463074 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -1463137.375000 Penalty: 4673.140137
	Iteration 11Q: 3 clusters Score -1463137 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -1463202.125000 Penalty: 4673.140137
	Iteration 12Q: 3 clusters Score -1463202 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -1463257.750000 Penalty: 4673.140137
	Iteration 13Q: 3 clusters Score -1463258 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -1463301.750000 Penalty: 4673.140137
	Iteration 14Q: 3 clusters Score -1463302 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -1463333.250000 Penalty: 4673.140137
	Iteration 15Q: 3 clusters Score -1463333 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -1463367.000000 Penalty: 4673.140137
	Iteration 16Q: 3 clusters Score -1463367 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -1463402.375000 Penalty: 4673.140137
	Iteration 17Q: 3 clusters Score -1463402 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -1463424.000000 Penalty: 4673.140137
	Iteration 18Q: 3 clusters Score -1463424 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -1463450.250000 Penalty: 4673.140137
	Iteration 19Q: 3 clusters Score -1463450 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -1463476.500000 Penalty: 4673.140137
	Iteration 20F: 3 clusters Score -1463476 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -1463508.250000 Penalty: 4673.140137
	Iteration 21Q: 3 clusters Score -1463508 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -1463549.375000 Penalty: 4673.140137
	Iteration 22Q: 3 clusters Score -1463549 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -1463594.875000 Penalty: 4673.140137
	Iteration 23Q: 3 clusters Score -1463595 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -1463658.500000 Penalty: 4673.140137
	Iteration 24Q: 3 clusters Score -1463658 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -1463737.625000 Penalty: 4673.140137
	Iteration 25Q: 3 clusters Score -1463738 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -1463852.000000 Penalty: 4673.140137
	Iteration 26Q: 3 clusters Score -1463852 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -1464002.250000 Penalty: 4673.140137
	Iteration 27Q: 3 clusters Score -1464002 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -1464196.500000 Penalty: 4673.140137
	Iteration 28Q: 3 clusters Score -1464196 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -1464458.125000 Penalty: 4673.140137
	Iteration 29Q: 3 clusters Score -1464458 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -1464770.500000 Penalty: 4673.140137
	Iteration 30Q: 3 clusters Score -1464770 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -1465105.000000 Penalty: 4673.140137
	Iteration 31Q: 3 clusters Score -1465105 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1465390.000000 Penalty: 4673.140137
	Iteration 32Q: 3 clusters Score -1465390 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1465653.875000 Penalty: 4673.140137
	Iteration 33Q: 3 clusters Score -1465654 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1465850.250000 Penalty: 4673.140137
	Iteration 34Q: 3 clusters Score -1465850 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1465990.875000 Penalty: 4673.140137
	Iteration 35Q: 3 clusters Score -1465991 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1466093.875000 Penalty: 4673.140137
	Iteration 36Q: 3 clusters Score -1466094 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1466179.000000 Penalty: 4673.140137
	Iteration 37Q: 3 clusters Score -1466179 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1466245.250000 Penalty: 4673.140137
	Iteration 38Q: 3 clusters Score -1466245 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1466296.250000 Penalty: 4673.140137
	Iteration 39Q: 3 clusters Score -1466296 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1466340.375000 Penalty: 4673.140137
	Iteration 40F: 3 clusters Score -1466340 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1466380.750000 Penalty: 4673.140137
	Iteration 41Q: 3 clusters Score -1466381 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11791 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1466416.625000 Penalty: 4673.140137
	Iteration 42Q: 3 clusters Score -1466417 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1466440.375000 Penalty: 4673.140137
	Iteration 43Q: 3 clusters Score -1466440 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1466459.500000 Penalty: 4673.140137
	Iteration 44Q: 3 clusters Score -1466460 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1466480.625000 Penalty: 4673.140137
	Iteration 45Q: 3 clusters Score -1466481 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1466495.375000 Penalty: 4673.140137
	Iteration 46Q: 3 clusters Score -1466495 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11794 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1466507.000000 Penalty: 4673.140137
	Iteration 47Q: 3 clusters Score -1466507 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1466513.375000 Penalty: 4673.140137
	Iteration 48Q: 3 clusters Score -1466513 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11801 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1466515.750000 Penalty: 4673.140137
	Iteration 49Q: 3 clusters Score -1466516 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11800 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1466520.625000 Penalty: 4673.140137
	Iteration 50Q: 3 clusters Score -1466521 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11800 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1466526.750000 Penalty: 4673.140137
	Iteration 51Q: 3 clusters Score -1466527 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11801 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1466533.000000 Penalty: 4673.140137
	Iteration 52Q: 3 clusters Score -1466533 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11798 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1466542.500000 Penalty: 4673.140137
	Iteration 53Q: 3 clusters Score -1466542 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1466546.875000 Penalty: 4673.140137
	Iteration 54Q: 3 clusters Score -1466547 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1466548.750000 Penalty: 4673.140137
	Iteration 55Q: 3 clusters Score -1466549 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1466553.625000 Penalty: 4673.140137
	Iteration 56Q: 3 clusters Score -1466554 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1466565.000000 Penalty: 4673.140137
	Iteration 57Q: 3 clusters Score -1466565 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1466570.500000 Penalty: 4673.140137
	Iteration 58Q: 3 clusters Score -1466570 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11798 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1466574.625000 Penalty: 4673.140137
	Iteration 59Q: 3 clusters Score -1466575 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1466579.625000 Penalty: 4673.140137
	Iteration 60F: 3 clusters Score -1466580 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11798 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1466581.000000 Penalty: 4673.140137
	Iteration 61Q: 3 clusters Score -1466581 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1466582.000000 Penalty: 4673.140137
	Iteration 62Q: 3 clusters Score -1466582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1466585.875000 Penalty: 4673.140137
	Iteration 63Q: 3 clusters Score -1466586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1466587.750000 Penalty: 4673.140137
	Iteration 64Q: 3 clusters Score -1466588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1466587.875000 Penalty: 4673.140137
	Iteration 65Q: 3 clusters Score -1466588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1466591.125000 Penalty: 4673.140137
	Iteration 66Q: 3 clusters Score -1466591 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1466591.625000 Penalty: 4673.140137
	Iteration 67Q: 3 clusters Score -1466592 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1466591.625000 Penalty: 4673.140137
	Iteration 68F: 3 clusters Score -1466592 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (25576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25576 members 
Entering Unmasked Estep 
Score: -2981584.750000 Penalty: 2517.053467
	Iteration 0F: 2 clusters Score -2981585 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 12934 members 
Entering Unmasked Estep 
Score: -2963869.500000 Penalty: 5034.106934
	Iteration 0F: 3 clusters Score -2963870 nChanged 11426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 13534 members 
Entering Unmasked Estep 
Score: -2970139.250000 Penalty: 5034.106934
	Iteration 1F: 3 clusters Score -2970139 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 13893 members 
Entering Unmasked Estep 
Score: -2970617.000000 Penalty: 5034.106934
	Iteration 2Q: 3 clusters Score -2970617 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 14448 members 
Entering Unmasked Estep 
Score: -2971158.000000 Penalty: 5034.106934
	Iteration 3Q: 3 clusters Score -2971158 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 15077 members 
Entering Unmasked Estep 
Score: -2971723.000000 Penalty: 5034.106934
	Iteration 4Q: 3 clusters Score -2971723 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 15824 members 
Entering Unmasked Estep 
Score: -2972326.000000 Penalty: 5034.106934
	Iteration 5Q: 3 clusters Score -2972326 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 16645 members 
Entering Unmasked Estep 
Score: -2972964.250000 Penalty: 5034.106934
	Iteration 6Q: 3 clusters Score -2972964 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 17592 members 
Entering Unmasked Estep 
Score: -2973726.500000 Penalty: 5034.106934
	Iteration 7Q: 3 clusters Score -2973726 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 18669 members 
Entering Unmasked Estep 
Score: -2974576.250000 Penalty: 5034.106934
	Iteration 8Q: 3 clusters Score -2974576 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 19835 members 
Entering Unmasked Estep 
Score: -2975474.750000 Penalty: 5034.106934
	Iteration 9F: 3 clusters Score -2975475 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 20969 members 
Entering Unmasked Estep 
Score: -2976303.500000 Penalty: 5034.106934
	Iteration 10Q: 3 clusters Score -2976304 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 22024 members 
Entering Unmasked Estep 
Score: -2977086.000000 Penalty: 5034.106934
	Iteration 11Q: 3 clusters Score -2977086 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 22912 members 
Entering Unmasked Estep 
Score: -2977751.750000 Penalty: 5034.106934
	Iteration 12Q: 3 clusters Score -2977752 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 23572 members 
Entering Unmasked Estep 
Score: -2978204.500000 Penalty: 5034.106934
	Iteration 13Q: 3 clusters Score -2978204 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 24019 members 
Entering Unmasked Estep 
Score: -2978529.250000 Penalty: 5034.106934
	Iteration 14Q: 3 clusters Score -2978529 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 24360 members 
Entering Unmasked Estep 
Score: -2978790.750000 Penalty: 5034.106934
	Iteration 15Q: 3 clusters Score -2978791 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 24583 members 
Entering Unmasked Estep 
Score: -2978970.750000 Penalty: 5034.106934
	Iteration 16Q: 3 clusters Score -2978971 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 24729 members 
Entering Unmasked Estep 
Score: -2979111.500000 Penalty: 5034.106934
	Iteration 17Q: 3 clusters Score -2979112 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 24830 members 
Entering Unmasked Estep 
Score: -2979219.500000 Penalty: 5034.106934
	Iteration 18Q: 3 clusters Score -2979220 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 24898 members 
Entering Unmasked Estep 
Score: -2979272.000000 Penalty: 5034.106934
	Iteration 19Q: 3 clusters Score -2979272 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 24943 members 
Entering Unmasked Estep 
Score: -2979307.750000 Penalty: 5034.106934
	Iteration 20F: 3 clusters Score -2979308 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 24978 members 
Entering Unmasked Estep 
Score: -2979335.750000 Penalty: 5034.106934
	Iteration 21Q: 3 clusters Score -2979336 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 24998 members 
Entering Unmasked Estep 
Score: -2979358.500000 Penalty: 5034.106934
	Iteration 22Q: 3 clusters Score -2979358 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 25019 members 
Entering Unmasked Estep 
Score: -2979385.000000 Penalty: 5034.106934
	Iteration 23Q: 3 clusters Score -2979385 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 25037 members 
Entering Unmasked Estep 
Score: -2979405.500000 Penalty: 5034.106934
	Iteration 24Q: 3 clusters Score -2979406 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 25049 members 
Entering Unmasked Estep 
Score: -2979423.750000 Penalty: 5034.106934
	Iteration 25Q: 3 clusters Score -2979424 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 25058 members 
Entering Unmasked Estep 
Score: -2979424.500000 Penalty: 5034.106934
	Iteration 26Q: 3 clusters Score -2979424 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 25067 members 
Entering Unmasked Estep 
Score: -2979433.000000 Penalty: 5034.106934
	Iteration 27Q: 3 clusters Score -2979433 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 25075 members 
Entering Unmasked Estep 
Score: -2979439.500000 Penalty: 5034.106934
	Iteration 28Q: 3 clusters Score -2979440 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 25082 members 
Entering Unmasked Estep 
Score: -2979443.250000 Penalty: 5034.106934
	Iteration 29Q: 3 clusters Score -2979443 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 25085 members 
Entering Unmasked Estep 
Score: -2979443.750000 Penalty: 5034.106934
	Iteration 30Q: 3 clusters Score -2979444 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 25087 members 
Entering Unmasked Estep 
Score: -2979447.750000 Penalty: 5034.106934
	Iteration 31Q: 3 clusters Score -2979448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 25088 members 
Entering Unmasked Estep 
Score: -2979452.250000 Penalty: 5034.106934
	Iteration 32Q: 3 clusters Score -2979452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 25092 members 
Entering Unmasked Estep 
Score: -2979456.500000 Penalty: 5034.106934
	Iteration 33Q: 3 clusters Score -2979456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 25095 members 
Entering Unmasked Estep 
Score: -2979457.500000 Penalty: 5034.106934
	Iteration 34Q: 3 clusters Score -2979458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 25094 members 
Entering Unmasked Estep 
Score: -2979461.750000 Penalty: 5034.106934
	Iteration 35Q: 3 clusters Score -2979462 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 25096 members 
Entering Unmasked Estep 
Score: -2979462.000000 Penalty: 5034.106934
	Iteration 36Q: 3 clusters Score -2979462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 25095 members 
Entering Unmasked Estep 
Score: -2979469.250000 Penalty: 5034.106934
	Iteration 37Q: 3 clusters Score -2979469 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 25097 members 
Entering Unmasked Estep 
Score: -2979472.500000 Penalty: 5034.106934
	Iteration 38Q: 3 clusters Score -2979472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 25100 members 
Entering Unmasked Estep 
Score: -2979475.250000 Penalty: 5034.106934
	Iteration 39Q: 3 clusters Score -2979475 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 25105 members 
Entering Unmasked Estep 
Score: -2979481.250000 Penalty: 5034.106934
	Iteration 40F: 3 clusters Score -2979481 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 25111 members 
Entering Unmasked Estep 
Score: -2979484.000000 Penalty: 5034.106934
	Iteration 41Q: 3 clusters Score -2979484 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 25115 members 
Entering Unmasked Estep 
Score: -2979491.250000 Penalty: 5034.106934
	Iteration 42Q: 3 clusters Score -2979491 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 25120 members 
Entering Unmasked Estep 
Score: -2979493.500000 Penalty: 5034.106934
	Iteration 43Q: 3 clusters Score -2979494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 25122 members 
Entering Unmasked Estep 
Score: -2979497.250000 Penalty: 5034.106934
	Iteration 44Q: 3 clusters Score -2979497 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 25123 members 
Entering Unmasked Estep 
Score: -2979497.250000 Penalty: 5034.106934
	Iteration 45Q: 3 clusters Score -2979497 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 25122 members 
Entering Unmasked Estep 
Score: -2979499.250000 Penalty: 5034.106934
	Iteration 46Q: 3 clusters Score -2979499 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 25122 members 
Entering Unmasked Estep 
Score: -2979499.250000 Penalty: 5034.106934
	Iteration 47F: 3 clusters Score -2979499 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Entering Unmasked Estep 
Score: -583498.875000 Penalty: 2134.952148
	Iteration 0F: 2 clusters Score -583498.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -578743.187500 Penalty: 4269.904297
	Iteration 0F: 3 clusters Score -578743.2 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -580238.875000 Penalty: 4269.904297
	Iteration 1F: 3 clusters Score -580238.9 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -580815.625000 Penalty: 4269.904297
	Iteration 2F: 3 clusters Score -580815.6 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -581443.562500 Penalty: 4269.904297
	Iteration 3F: 3 clusters Score -581443.6 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -581921.750000 Penalty: 4269.904297
	Iteration 4F: 3 clusters Score -581921.8 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -582239.937500 Penalty: 4269.904297
	Iteration 5F: 3 clusters Score -582239.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -582455.062500 Penalty: 4269.904297
	Iteration 6Q: 3 clusters Score -582455.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -582566.500000 Penalty: 4269.904297
	Iteration 7Q: 3 clusters Score -582566.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -582609.500000 Penalty: 4269.904297
	Iteration 8Q: 3 clusters Score -582609.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -582632.000000 Penalty: 4269.904297
	Iteration 9Q: 3 clusters Score -582632 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -582646.625000 Penalty: 4269.904297
	Iteration 10Q: 3 clusters Score -582646.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -582651.500000 Penalty: 4269.904297
	Iteration 11Q: 3 clusters Score -582651.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -582654.937500 Penalty: 4269.904297
	Iteration 12Q: 3 clusters Score -582654.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -582656.750000 Penalty: 4269.904297
	Iteration 13Q: 3 clusters Score -582656.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -582657.625000 Penalty: 4269.904297
	Iteration 14Q: 3 clusters Score -582657.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -582659.437500 Penalty: 4269.904297
	Iteration 15Q: 3 clusters Score -582659.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -582661.187500 Penalty: 4269.904297
	Iteration 16Q: 3 clusters Score -582661.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -582662.375000 Penalty: 4269.904297
	Iteration 17Q: 3 clusters Score -582662.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -582662.125000 Penalty: 4269.904297
	Iteration 18Q: 3 clusters Score -582662.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -582665.000000 Penalty: 4269.904297
	Iteration 19Q: 3 clusters Score -582665 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -582668.125000 Penalty: 4269.904297
	Iteration 20F: 3 clusters Score -582668.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -582669.500000 Penalty: 4269.904297
	Iteration 21Q: 3 clusters Score -582669.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -582671.437500 Penalty: 4269.904297
	Iteration 22Q: 3 clusters Score -582671.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -582672.375000 Penalty: 4269.904297
	Iteration 23Q: 3 clusters Score -582672.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -582672.875000 Penalty: 4269.904297
	Iteration 24Q: 3 clusters Score -582672.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -582673.437500 Penalty: 4269.904297
	Iteration 25Q: 3 clusters Score -582673.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -582673.312500 Penalty: 4269.904297
	Iteration 26Q: 3 clusters Score -582673.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -582673.312500 Penalty: 4269.904297
	Iteration 27F: 3 clusters Score -582673.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (118572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118572 members 
Entering Unmasked Estep 
Score: -14093686.000000 Penalty: 2897.452148
	Iteration 0F: 2 clusters Score -1.409369e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59074 members 
Mstep: Class 2 contains 59498 members 
Entering Unmasked Estep 
Score: -14014527.000000 Penalty: 5794.904297
	Iteration 0F: 3 clusters Score -1.401453e+07 nChanged 56324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56684 members 
Mstep: Class 2 contains 61888 members 
Entering Unmasked Estep 
Score: -14046974.000000 Penalty: 5794.904297
	Iteration 1F: 3 clusters Score -1.404697e+07 nChanged 3841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55083 members 
Mstep: Class 2 contains 63489 members 
Entering Unmasked Estep 
Score: -14047959.000000 Penalty: 5794.904297
	Iteration 2Q: 3 clusters Score -1.404796e+07 nChanged 4287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52518 members 
Mstep: Class 2 contains 66054 members 
Entering Unmasked Estep 
Score: -14049159.000000 Penalty: 5794.904297
	Iteration 3Q: 3 clusters Score -1.404916e+07 nChanged 5263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48723 members 
Mstep: Class 2 contains 69849 members 
Entering Unmasked Estep 
Score: -14051426.000000 Penalty: 5794.904297
	Iteration 4Q: 3 clusters Score -1.405143e+07 nChanged 7100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42909 members 
Mstep: Class 2 contains 75663 members 
Entering Unmasked Estep 
Score: -14055495.000000 Penalty: 5794.904297
	Iteration 5F: 3 clusters Score -1.40555e+07 nChanged 9034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35035 members 
Mstep: Class 2 contains 83537 members 
Entering Unmasked Estep 
Score: -14061771.000000 Penalty: 5794.904297
	Iteration 6F: 3 clusters Score -1.406177e+07 nChanged 9972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25975 members 
Mstep: Class 2 contains 92597 members 
Entering Unmasked Estep 
Score: -14070044.000000 Penalty: 5794.904297
	Iteration 7F: 3 clusters Score -1.407004e+07 nChanged 8969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17610 members 
Mstep: Class 2 contains 100962 members 
Entering Unmasked Estep 
Score: -14077930.000000 Penalty: 5794.904297
	Iteration 8F: 3 clusters Score -1.407793e+07 nChanged 6299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 106943 members 
Entering Unmasked Estep 
Score: -14084001.000000 Penalty: 5794.904297
	Iteration 9F: 3 clusters Score -1.4084e+07 nChanged 3538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 110253 members 
Entering Unmasked Estep 
Score: -14087907.000000 Penalty: 5794.904297
	Iteration 10Q: 3 clusters Score -1.408791e+07 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 111689 members 
Entering Unmasked Estep 
Score: -14090074.000000 Penalty: 5794.904297
	Iteration 11Q: 3 clusters Score -1.409007e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 112297 members 
Entering Unmasked Estep 
Score: -14090995.000000 Penalty: 5794.904297
	Iteration 12Q: 3 clusters Score -1.4091e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 112662 members 
Entering Unmasked Estep 
Score: -14091416.000000 Penalty: 5794.904297
	Iteration 13Q: 3 clusters Score -1.409142e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 112924 members 
Entering Unmasked Estep 
Score: -14091602.000000 Penalty: 5794.904297
	Iteration 14Q: 3 clusters Score -1.40916e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 113121 members 
Entering Unmasked Estep 
Score: -14091724.000000 Penalty: 5794.904297
	Iteration 15Q: 3 clusters Score -1.409172e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 113282 members 
Entering Unmasked Estep 
Score: -14091794.000000 Penalty: 5794.904297
	Iteration 16Q: 3 clusters Score -1.409179e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 113435 members 
Entering Unmasked Estep 
Score: -14091848.000000 Penalty: 5794.904297
	Iteration 17Q: 3 clusters Score -1.409185e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 113572 members 
Entering Unmasked Estep 
Score: -14091880.000000 Penalty: 5794.904297
	Iteration 18Q: 3 clusters Score -1.409188e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 113698 members 
Entering Unmasked Estep 
Score: -14091906.000000 Penalty: 5794.904297
	Iteration 19Q: 3 clusters Score -1.409191e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 113805 members 
Entering Unmasked Estep 
Score: -14091927.000000 Penalty: 5794.904297
	Iteration 20F: 3 clusters Score -1.409193e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 113887 members 
Entering Unmasked Estep 
Score: -14091939.000000 Penalty: 5794.904297
	Iteration 21Q: 3 clusters Score -1.409194e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 113957 members 
Entering Unmasked Estep 
Score: -14091953.000000 Penalty: 5794.904297
	Iteration 22Q: 3 clusters Score -1.409195e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 114009 members 
Entering Unmasked Estep 
Score: -14091972.000000 Penalty: 5794.904297
	Iteration 23Q: 3 clusters Score -1.409197e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 114060 members 
Entering Unmasked Estep 
Score: -14091979.000000 Penalty: 5794.904297
	Iteration 24Q: 3 clusters Score -1.409198e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 114107 members 
Entering Unmasked Estep 
Score: -14091987.000000 Penalty: 5794.904297
	Iteration 25Q: 3 clusters Score -1.409199e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 114152 members 
Entering Unmasked Estep 
Score: -14091985.000000 Penalty: 5794.904297
	Iteration 26Q: 3 clusters Score -1.409198e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 114179 members 
Entering Unmasked Estep 
Score: -14092012.000000 Penalty: 5794.904297
	Iteration 27Q: 3 clusters Score -1.409201e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 114205 members 
Entering Unmasked Estep 
Score: -14092013.000000 Penalty: 5794.904297
	Iteration 28Q: 3 clusters Score -1.409201e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 114225 members 
Entering Unmasked Estep 
Score: -14092046.000000 Penalty: 5794.904297
	Iteration 29Q: 3 clusters Score -1.409205e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 114249 members 
Entering Unmasked Estep 
Score: -14092033.000000 Penalty: 5794.904297
	Iteration 30Q: 3 clusters Score -1.409203e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 114266 members 
Entering Unmasked Estep 
Score: -14092016.000000 Penalty: 5794.904297
	Iteration 31Q: 3 clusters Score -1.409202e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 114277 members 
Entering Unmasked Estep 
Score: -14092020.000000 Penalty: 5794.904297
	Iteration 32Q: 3 clusters Score -1.409202e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 114292 members 
Entering Unmasked Estep 
Score: -14092015.000000 Penalty: 5794.904297
	Iteration 33Q: 3 clusters Score -1.409202e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 114303 members 
Entering Unmasked Estep 
Score: -14092009.000000 Penalty: 5794.904297
	Iteration 34Q: 3 clusters Score -1.409201e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 114319 members 
Entering Unmasked Estep 
Score: -14092018.000000 Penalty: 5794.904297
	Iteration 35Q: 3 clusters Score -1.409202e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 114334 members 
Entering Unmasked Estep 
Score: -14092004.000000 Penalty: 5794.904297
	Iteration 36Q: 3 clusters Score -1.4092e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 114346 members 
Entering Unmasked Estep 
Score: -14092002.000000 Penalty: 5794.904297
	Iteration 37Q: 3 clusters Score -1.4092e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 114357 members 
Entering Unmasked Estep 
Score: -14092005.000000 Penalty: 5794.904297
	Iteration 38Q: 3 clusters Score -1.4092e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 114364 members 
Entering Unmasked Estep 
Score: -14092020.000000 Penalty: 5794.904297
	Iteration 39Q: 3 clusters Score -1.409202e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 114365 members 
Entering Unmasked Estep 
Score: -14092014.000000 Penalty: 5794.904297
	Iteration 40F: 3 clusters Score -1.409201e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 114367 members 
Entering Unmasked Estep 
Score: -14092013.000000 Penalty: 5794.904297
	Iteration 41Q: 3 clusters Score -1.409201e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 114372 members 
Entering Unmasked Estep 
Score: -14092017.000000 Penalty: 5794.904297
	Iteration 42Q: 3 clusters Score -1.409202e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 114377 members 
Entering Unmasked Estep 
Score: -14092010.000000 Penalty: 5794.904297
	Iteration 43Q: 3 clusters Score -1.409201e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 114388 members 
Entering Unmasked Estep 
Score: -14092002.000000 Penalty: 5794.904297
	Iteration 44Q: 3 clusters Score -1.4092e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 114394 members 
Entering Unmasked Estep 
Score: -14092022.000000 Penalty: 5794.904297
	Iteration 45Q: 3 clusters Score -1.409202e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 114401 members 
Entering Unmasked Estep 
Score: -14092019.000000 Penalty: 5794.904297
	Iteration 46Q: 3 clusters Score -1.409202e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 114408 members 
Entering Unmasked Estep 
Score: -14092025.000000 Penalty: 5794.904297
	Iteration 47Q: 3 clusters Score -1.409202e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 114417 members 
Entering Unmasked Estep 
Score: -14092023.000000 Penalty: 5794.904297
	Iteration 48Q: 3 clusters Score -1.409202e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 114424 members 
Entering Unmasked Estep 
Score: -14092022.000000 Penalty: 5794.904297
	Iteration 49Q: 3 clusters Score -1.409202e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 114429 members 
Entering Unmasked Estep 
Score: -14092015.000000 Penalty: 5794.904297
	Iteration 50Q: 3 clusters Score -1.409202e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 114433 members 
Entering Unmasked Estep 
Score: -14092010.000000 Penalty: 5794.904297
	Iteration 51Q: 3 clusters Score -1.409201e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 114439 members 
Entering Unmasked Estep 
Score: -14092016.000000 Penalty: 5794.904297
	Iteration 52Q: 3 clusters Score -1.409202e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 114442 members 
Entering Unmasked Estep 
Score: -14092017.000000 Penalty: 5794.904297
	Iteration 53Q: 3 clusters Score -1.409202e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 114443 members 
Entering Unmasked Estep 
Score: -14092018.000000 Penalty: 5794.904297
	Iteration 54Q: 3 clusters Score -1.409202e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 114445 members 
Entering Unmasked Estep 
Score: -14092011.000000 Penalty: 5794.904297
	Iteration 55Q: 3 clusters Score -1.409201e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 114446 members 
Entering Unmasked Estep 
Score: -14092014.000000 Penalty: 5794.904297
	Iteration 56Q: 3 clusters Score -1.409201e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 114452 members 
Entering Unmasked Estep 
Score: -14092021.000000 Penalty: 5794.904297
	Iteration 57Q: 3 clusters Score -1.409202e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 114459 members 
Entering Unmasked Estep 
Score: -14092015.000000 Penalty: 5794.904297
	Iteration 58Q: 3 clusters Score -1.409202e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 114465 members 
Entering Unmasked Estep 
Score: -14092011.000000 Penalty: 5794.904297
	Iteration 59Q: 3 clusters Score -1.409201e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 114471 members 
Entering Unmasked Estep 
Score: -14092019.000000 Penalty: 5794.904297
	Iteration 60F: 3 clusters Score -1.409202e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 114475 members 
Entering Unmasked Estep 
Score: -14092016.000000 Penalty: 5794.904297
	Iteration 61Q: 3 clusters Score -1.409202e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 114477 members 
Entering Unmasked Estep 
Score: -14092009.000000 Penalty: 5794.904297
	Iteration 62Q: 3 clusters Score -1.409201e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 114482 members 
Entering Unmasked Estep 
Score: -14092002.000000 Penalty: 5794.904297
	Iteration 63Q: 3 clusters Score -1.4092e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 114487 members 
Entering Unmasked Estep 
Score: -14091999.000000 Penalty: 5794.904297
	Iteration 64Q: 3 clusters Score -1.4092e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 114489 members 
Entering Unmasked Estep 
Score: -14092008.000000 Penalty: 5794.904297
	Iteration 65Q: 3 clusters Score -1.409201e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 114491 members 
Entering Unmasked Estep 
Score: -14092013.000000 Penalty: 5794.904297
	Iteration 66Q: 3 clusters Score -1.409201e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 114493 members 
Entering Unmasked Estep 
Score: -14092008.000000 Penalty: 5794.904297
	Iteration 67Q: 3 clusters Score -1.409201e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 114494 members 
Entering Unmasked Estep 
Score: -14092005.000000 Penalty: 5794.904297
	Iteration 68Q: 3 clusters Score -1.4092e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 114497 members 
Entering Unmasked Estep 
Score: -14091998.000000 Penalty: 5794.904297
	Iteration 69Q: 3 clusters Score -1.4092e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 114499 members 
Entering Unmasked Estep 
Score: -14092002.000000 Penalty: 5794.904297
	Iteration 70Q: 3 clusters Score -1.4092e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 114498 members 
Entering Unmasked Estep 
Score: -14092007.000000 Penalty: 5794.904297
	Iteration 71Q: 3 clusters Score -1.409201e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 114498 members 
Entering Unmasked Estep 
Score: -14092007.000000 Penalty: 5794.904297
	Iteration 72F: 3 clusters Score -1.409201e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (37151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37151 members 
Entering Unmasked Estep 
Score: -4090457.250000 Penalty: 2609.641113
	Iteration 0F: 2 clusters Score -4090457 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18534 members 
Mstep: Class 2 contains 18617 members 
Entering Unmasked Estep 
Score: -4065173.750000 Penalty: 5219.282227
	Iteration 0F: 3 clusters Score -4065174 nChanged 16894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18738 members 
Mstep: Class 2 contains 18413 members 
Entering Unmasked Estep 
Score: -4074582.250000 Penalty: 5219.282227
	Iteration 1F: 3 clusters Score -4074582 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18699 members 
Mstep: Class 2 contains 18452 members 
Entering Unmasked Estep 
Score: -4075177.500000 Penalty: 5219.282227
	Iteration 2Q: 3 clusters Score -4075178 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18604 members 
Mstep: Class 2 contains 18547 members 
Entering Unmasked Estep 
Score: -4075684.000000 Penalty: 5219.282227
	Iteration 3Q: 3 clusters Score -4075684 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18411 members 
Mstep: Class 2 contains 18740 members 
Entering Unmasked Estep 
Score: -4076144.000000 Penalty: 5219.282227
	Iteration 4Q: 3 clusters Score -4076144 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18102 members 
Mstep: Class 2 contains 19049 members 
Entering Unmasked Estep 
Score: -4076594.750000 Penalty: 5219.282227
	Iteration 5Q: 3 clusters Score -4076595 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17731 members 
Mstep: Class 2 contains 19420 members 
Entering Unmasked Estep 
Score: -4077058.750000 Penalty: 5219.282227
	Iteration 6Q: 3 clusters Score -4077059 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17296 members 
Mstep: Class 2 contains 19855 members 
Entering Unmasked Estep 
Score: -4077487.500000 Penalty: 5219.282227
	Iteration 7Q: 3 clusters Score -4077488 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16651 members 
Mstep: Class 2 contains 20500 members 
Entering Unmasked Estep 
Score: -4077996.500000 Penalty: 5219.282227
	Iteration 8Q: 3 clusters Score -4077996 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15829 members 
Mstep: Class 2 contains 21322 members 
Entering Unmasked Estep 
Score: -4078552.750000 Penalty: 5219.282227
	Iteration 9Q: 3 clusters Score -4078553 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14818 members 
Mstep: Class 2 contains 22333 members 
Entering Unmasked Estep 
Score: -4079165.250000 Penalty: 5219.282227
	Iteration 10Q: 3 clusters Score -4079165 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13617 members 
Mstep: Class 2 contains 23534 members 
Entering Unmasked Estep 
Score: -4079847.500000 Penalty: 5219.282227
	Iteration 11Q: 3 clusters Score -4079848 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12179 members 
Mstep: Class 2 contains 24972 members 
Entering Unmasked Estep 
Score: -4080697.500000 Penalty: 5219.282227
	Iteration 12Q: 3 clusters Score -4080698 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 26669 members 
Entering Unmasked Estep 
Score: -4081789.000000 Penalty: 5219.282227
	Iteration 13Q: 3 clusters Score -4081789 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 28553 members 
Entering Unmasked Estep 
Score: -4083147.500000 Penalty: 5219.282227
	Iteration 14F: 3 clusters Score -4083148 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 30495 members 
Entering Unmasked Estep 
Score: -4084655.750000 Penalty: 5219.282227
	Iteration 15F: 3 clusters Score -4084656 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 32225 members 
Entering Unmasked Estep 
Score: -4086049.250000 Penalty: 5219.282227
	Iteration 16Q: 3 clusters Score -4086049 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 33580 members 
Entering Unmasked Estep 
Score: -4087188.000000 Penalty: 5219.282227
	Iteration 17Q: 3 clusters Score -4087188 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 34572 members 
Entering Unmasked Estep 
Score: -4087971.500000 Penalty: 5219.282227
	Iteration 18Q: 3 clusters Score -4087972 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 35265 members 
Entering Unmasked Estep 
Score: -4088523.750000 Penalty: 5219.282227
	Iteration 19Q: 3 clusters Score -4088524 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 35694 members 
Entering Unmasked Estep 
Score: -4088858.500000 Penalty: 5219.282227
	Iteration 20F: 3 clusters Score -4088858 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 35967 members 
Entering Unmasked Estep 
Score: -4089066.000000 Penalty: 5219.282227
	Iteration 21Q: 3 clusters Score -4089066 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 36145 members 
Entering Unmasked Estep 
Score: -4089201.000000 Penalty: 5219.282227
	Iteration 22Q: 3 clusters Score -4089201 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 36242 members 
Entering Unmasked Estep 
Score: -4089269.500000 Penalty: 5219.282227
	Iteration 23Q: 3 clusters Score -4089270 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 36306 members 
Entering Unmasked Estep 
Score: -4089315.000000 Penalty: 5219.282227
	Iteration 24Q: 3 clusters Score -4089315 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 36354 members 
Entering Unmasked Estep 
Score: -4089354.500000 Penalty: 5219.282227
	Iteration 25Q: 3 clusters Score -4089354 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 36382 members 
Entering Unmasked Estep 
Score: -4089385.250000 Penalty: 5219.282227
	Iteration 26Q: 3 clusters Score -4089385 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 36411 members 
Entering Unmasked Estep 
Score: -4089405.750000 Penalty: 5219.282227
	Iteration 27Q: 3 clusters Score -4089406 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 36436 members 
Entering Unmasked Estep 
Score: -4089413.750000 Penalty: 5219.282227
	Iteration 28Q: 3 clusters Score -4089414 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 36445 members 
Entering Unmasked Estep 
Score: -4089422.750000 Penalty: 5219.282227
	Iteration 29Q: 3 clusters Score -4089423 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 36450 members 
Entering Unmasked Estep 
Score: -4089423.250000 Penalty: 5219.282227
	Iteration 30Q: 3 clusters Score -4089423 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 36451 members 
Entering Unmasked Estep 
Score: -4089420.750000 Penalty: 5219.282227
	Iteration 31Q: 3 clusters Score -4089421 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 36452 members 
Entering Unmasked Estep 
Score: -4089423.250000 Penalty: 5219.282227
	Iteration 32Q: 3 clusters Score -4089423 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 36455 members 
Entering Unmasked Estep 
Score: -4089427.500000 Penalty: 5219.282227
	Iteration 33Q: 3 clusters Score -4089428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 36457 members 
Entering Unmasked Estep 
Score: -4089424.750000 Penalty: 5219.282227
	Iteration 34Q: 3 clusters Score -4089425 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 36460 members 
Entering Unmasked Estep 
Score: -4089427.500000 Penalty: 5219.282227
	Iteration 35Q: 3 clusters Score -4089428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 36461 members 
Entering Unmasked Estep 
Score: -4089428.500000 Penalty: 5219.282227
	Iteration 36Q: 3 clusters Score -4089428 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 36461 members 
Entering Unmasked Estep 
Score: -4089428.500000 Penalty: 5219.282227
	Iteration 37F: 3 clusters Score -4089428 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Entering Unmasked Estep 
Score: -44736.273438 Penalty: 1497.391968
	Iteration 0F: 2 clusters Score -44736.27 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 212 members 
Entering Unmasked Estep 
Score: -43274.878906 Penalty: 2994.783936
	Iteration 0F: 3 clusters Score -43274.88 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -43411.839844 Penalty: 2994.783936
	Iteration 1F: 3 clusters Score -43411.84 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -43449.250000 Penalty: 2994.783936
	Iteration 2Q: 3 clusters Score -43449.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -43457.652344 Penalty: 2994.783936
	Iteration 3Q: 3 clusters Score -43457.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -43458.925781 Penalty: 2994.783936
	Iteration 4Q: 3 clusters Score -43458.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -43462.332031 Penalty: 2994.783936
	Iteration 5Q: 3 clusters Score -43462.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -43466.582031 Penalty: 2994.783936
	Iteration 6Q: 3 clusters Score -43466.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -43469.382812 Penalty: 2994.783936
	Iteration 7Q: 3 clusters Score -43469.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -43470.589844 Penalty: 2994.783936
	Iteration 8Q: 3 clusters Score -43470.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -43470.589844 Penalty: 2994.783936
	Iteration 9F: 3 clusters Score -43470.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Entering Unmasked Estep 
Score: -604376.812500 Penalty: 2137.115234
	Iteration 0F: 2 clusters Score -604376.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -599529.750000 Penalty: 4274.230469
	Iteration 0F: 3 clusters Score -599529.8 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -600756.750000 Penalty: 4274.230469
	Iteration 1F: 3 clusters Score -600756.8 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -601024.625000 Penalty: 4274.230469
	Iteration 2F: 3 clusters Score -601024.6 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -601207.562500 Penalty: 4274.230469
	Iteration 3F: 3 clusters Score -601207.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -601350.750000 Penalty: 4274.230469
	Iteration 4Q: 3 clusters Score -601350.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -601463.625000 Penalty: 4274.230469
	Iteration 5Q: 3 clusters Score -601463.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -601539.375000 Penalty: 4274.230469
	Iteration 6Q: 3 clusters Score -601539.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -601615.187500 Penalty: 4274.230469
	Iteration 7Q: 3 clusters Score -601615.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -601696.750000 Penalty: 4274.230469
	Iteration 8Q: 3 clusters Score -601696.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -601775.250000 Penalty: 4274.230469
	Iteration 9Q: 3 clusters Score -601775.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -601860.500000 Penalty: 4274.230469
	Iteration 10Q: 3 clusters Score -601860.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -601939.000000 Penalty: 4274.230469
	Iteration 11Q: 3 clusters Score -601939 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -602024.375000 Penalty: 4274.230469
	Iteration 12Q: 3 clusters Score -602024.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -602094.312500 Penalty: 4274.230469
	Iteration 13Q: 3 clusters Score -602094.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -602163.312500 Penalty: 4274.230469
	Iteration 14Q: 3 clusters Score -602163.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -602247.937500 Penalty: 4274.230469
	Iteration 15Q: 3 clusters Score -602247.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -602328.812500 Penalty: 4274.230469
	Iteration 16Q: 3 clusters Score -602328.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -602396.062500 Penalty: 4274.230469
	Iteration 17Q: 3 clusters Score -602396.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -602465.250000 Penalty: 4274.230469
	Iteration 18Q: 3 clusters Score -602465.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -602535.000000 Penalty: 4274.230469
	Iteration 19Q: 3 clusters Score -602535 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -602598.375000 Penalty: 4274.230469
	Iteration 20F: 3 clusters Score -602598.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -602653.125000 Penalty: 4274.230469
	Iteration 21Q: 3 clusters Score -602653.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -602727.875000 Penalty: 4274.230469
	Iteration 22Q: 3 clusters Score -602727.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -602815.125000 Penalty: 4274.230469
	Iteration 23Q: 3 clusters Score -602815.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -602913.875000 Penalty: 4274.230469
	Iteration 24Q: 3 clusters Score -602913.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -603051.062500 Penalty: 4274.230469
	Iteration 25Q: 3 clusters Score -603051.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -603232.187500 Penalty: 4274.230469
	Iteration 26Q: 3 clusters Score -603232.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -603445.937500 Penalty: 4274.230469
	Iteration 27Q: 3 clusters Score -603445.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -603654.437500 Penalty: 4274.230469
	Iteration 28Q: 3 clusters Score -603654.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -603831.750000 Penalty: 4274.230469
	Iteration 29Q: 3 clusters Score -603831.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -603955.312500 Penalty: 4274.230469
	Iteration 30Q: 3 clusters Score -603955.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -604035.562500 Penalty: 4274.230469
	Iteration 31Q: 3 clusters Score -604035.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -604098.375000 Penalty: 4274.230469
	Iteration 32Q: 3 clusters Score -604098.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -604128.375000 Penalty: 4274.230469
	Iteration 33Q: 3 clusters Score -604128.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -604140.750000 Penalty: 4274.230469
	Iteration 34Q: 3 clusters Score -604140.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -604148.937500 Penalty: 4274.230469
	Iteration 35Q: 3 clusters Score -604148.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -604151.812500 Penalty: 4274.230469
	Iteration 36Q: 3 clusters Score -604151.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -604154.125000 Penalty: 4274.230469
	Iteration 37Q: 3 clusters Score -604154.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -604156.750000 Penalty: 4274.230469
	Iteration 38Q: 3 clusters Score -604156.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -604157.562500 Penalty: 4274.230469
	Iteration 39Q: 3 clusters Score -604157.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -604163.000000 Penalty: 4274.230469
	Iteration 40F: 3 clusters Score -604163 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -604174.562500 Penalty: 4274.230469
	Iteration 41Q: 3 clusters Score -604174.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -604181.062500 Penalty: 4274.230469
	Iteration 42Q: 3 clusters Score -604181.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -604181.187500 Penalty: 4274.230469
	Iteration 43Q: 3 clusters Score -604181.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -604182.375000 Penalty: 4274.230469
	Iteration 44Q: 3 clusters Score -604182.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -604181.750000 Penalty: 4274.230469
	Iteration 45Q: 3 clusters Score -604181.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -604183.125000 Penalty: 4274.230469
	Iteration 46Q: 3 clusters Score -604183.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -604183.750000 Penalty: 4274.230469
	Iteration 47Q: 3 clusters Score -604183.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -604183.750000 Penalty: 4274.230469
	Iteration 48F: 3 clusters Score -604183.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (4214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Entering Unmasked Estep 
Score: -490439.968750 Penalty: 2069.849609
	Iteration 0F: 2 clusters Score -490440 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -486361.187500 Penalty: 4139.699219
	Iteration 0F: 3 clusters Score -486361.2 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -487267.343750 Penalty: 4139.699219
	Iteration 1F: 3 clusters Score -487267.3 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -487535.593750 Penalty: 4139.699219
	Iteration 2F: 3 clusters Score -487535.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -487738.281250 Penalty: 4139.699219
	Iteration 3F: 3 clusters Score -487738.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -487873.593750 Penalty: 4139.699219
	Iteration 4Q: 3 clusters Score -487873.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -487942.218750 Penalty: 4139.699219
	Iteration 5Q: 3 clusters Score -487942.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -487987.593750 Penalty: 4139.699219
	Iteration 6Q: 3 clusters Score -487987.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -488020.812500 Penalty: 4139.699219
	Iteration 7Q: 3 clusters Score -488020.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -488049.687500 Penalty: 4139.699219
	Iteration 8Q: 3 clusters Score -488049.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -488076.093750 Penalty: 4139.699219
	Iteration 9Q: 3 clusters Score -488076.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -488100.312500 Penalty: 4139.699219
	Iteration 10Q: 3 clusters Score -488100.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -488115.968750 Penalty: 4139.699219
	Iteration 11Q: 3 clusters Score -488116 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -488129.812500 Penalty: 4139.699219
	Iteration 12Q: 3 clusters Score -488129.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -488141.406250 Penalty: 4139.699219
	Iteration 13Q: 3 clusters Score -488141.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -488148.968750 Penalty: 4139.699219
	Iteration 14Q: 3 clusters Score -488149 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -488157.250000 Penalty: 4139.699219
	Iteration 15Q: 3 clusters Score -488157.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -488162.500000 Penalty: 4139.699219
	Iteration 16Q: 3 clusters Score -488162.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -488168.937500 Penalty: 4139.699219
	Iteration 17Q: 3 clusters Score -488168.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -488178.093750 Penalty: 4139.699219
	Iteration 18Q: 3 clusters Score -488178.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -488183.312500 Penalty: 4139.699219
	Iteration 19Q: 3 clusters Score -488183.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -488189.812500 Penalty: 4139.699219
	Iteration 20F: 3 clusters Score -488189.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -488195.218750 Penalty: 4139.699219
	Iteration 21Q: 3 clusters Score -488195.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -488199.593750 Penalty: 4139.699219
	Iteration 22Q: 3 clusters Score -488199.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -488202.562500 Penalty: 4139.699219
	Iteration 23Q: 3 clusters Score -488202.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -488207.812500 Penalty: 4139.699219
	Iteration 24Q: 3 clusters Score -488207.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -488213.437500 Penalty: 4139.699219
	Iteration 25Q: 3 clusters Score -488213.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -488216.343750 Penalty: 4139.699219
	Iteration 26Q: 3 clusters Score -488216.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -488219.218750 Penalty: 4139.699219
	Iteration 27Q: 3 clusters Score -488219.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -488221.125000 Penalty: 4139.699219
	Iteration 28Q: 3 clusters Score -488221.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -488224.281250 Penalty: 4139.699219
	Iteration 29Q: 3 clusters Score -488224.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -488226.437500 Penalty: 4139.699219
	Iteration 30Q: 3 clusters Score -488226.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -488230.781250 Penalty: 4139.699219
	Iteration 31Q: 3 clusters Score -488230.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -488230.437500 Penalty: 4139.699219
	Iteration 32Q: 3 clusters Score -488230.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -488230.781250 Penalty: 4139.699219
	Iteration 33Q: 3 clusters Score -488230.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -488230.781250 Penalty: 4139.699219
	Iteration 34F: 3 clusters Score -488230.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (3155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Entering Unmasked Estep 
Score: -325400.687500 Penalty: 1998.072388
	Iteration 0F: 2 clusters Score -325400.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -322036.656250 Penalty: 3996.144775
	Iteration 0F: 3 clusters Score -322036.7 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -322778.312500 Penalty: 3996.144775
	Iteration 1F: 3 clusters Score -322778.3 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -322966.406250 Penalty: 3996.144775
	Iteration 2F: 3 clusters Score -322966.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -323120.093750 Penalty: 3996.144775
	Iteration 3F: 3 clusters Score -323120.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -323269.093750 Penalty: 3996.144775
	Iteration 4Q: 3 clusters Score -323269.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -323415.906250 Penalty: 3996.144775
	Iteration 5Q: 3 clusters Score -323415.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -323504.468750 Penalty: 3996.144775
	Iteration 6Q: 3 clusters Score -323504.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -323594.875000 Penalty: 3996.144775
	Iteration 7Q: 3 clusters Score -323594.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -323655.031250 Penalty: 3996.144775
	Iteration 8Q: 3 clusters Score -323655 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -323713.812500 Penalty: 3996.144775
	Iteration 9Q: 3 clusters Score -323713.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -323775.187500 Penalty: 3996.144775
	Iteration 10Q: 3 clusters Score -323775.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -323807.437500 Penalty: 3996.144775
	Iteration 11Q: 3 clusters Score -323807.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -323838.968750 Penalty: 3996.144775
	Iteration 12Q: 3 clusters Score -323839 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -323878.375000 Penalty: 3996.144775
	Iteration 13Q: 3 clusters Score -323878.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -323914.468750 Penalty: 3996.144775
	Iteration 14Q: 3 clusters Score -323914.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -323938.125000 Penalty: 3996.144775
	Iteration 15Q: 3 clusters Score -323938.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -323953.625000 Penalty: 3996.144775
	Iteration 16Q: 3 clusters Score -323953.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -323964.656250 Penalty: 3996.144775
	Iteration 17Q: 3 clusters Score -323964.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -323976.218750 Penalty: 3996.144775
	Iteration 18Q: 3 clusters Score -323976.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -323986.312500 Penalty: 3996.144775
	Iteration 19Q: 3 clusters Score -323986.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -323993.875000 Penalty: 3996.144775
	Iteration 20F: 3 clusters Score -323993.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -323999.031250 Penalty: 3996.144775
	Iteration 21Q: 3 clusters Score -323999 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -324006.375000 Penalty: 3996.144775
	Iteration 22Q: 3 clusters Score -324006.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -324016.000000 Penalty: 3996.144775
	Iteration 23Q: 3 clusters Score -324016 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -324024.468750 Penalty: 3996.144775
	Iteration 24Q: 3 clusters Score -324024.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -324031.156250 Penalty: 3996.144775
	Iteration 25Q: 3 clusters Score -324031.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -324037.343750 Penalty: 3996.144775
	Iteration 26Q: 3 clusters Score -324037.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -324045.281250 Penalty: 3996.144775
	Iteration 27Q: 3 clusters Score -324045.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -324051.093750 Penalty: 3996.144775
	Iteration 28Q: 3 clusters Score -324051.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -324056.125000 Penalty: 3996.144775
	Iteration 29Q: 3 clusters Score -324056.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -324058.343750 Penalty: 3996.144775
	Iteration 30Q: 3 clusters Score -324058.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -324060.312500 Penalty: 3996.144775
	Iteration 31Q: 3 clusters Score -324060.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -324060.906250 Penalty: 3996.144775
	Iteration 32Q: 3 clusters Score -324060.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -324061.750000 Penalty: 3996.144775
	Iteration 33Q: 3 clusters Score -324061.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -324063.531250 Penalty: 3996.144775
	Iteration 34Q: 3 clusters Score -324063.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -324063.906250 Penalty: 3996.144775
	Iteration 35Q: 3 clusters Score -324063.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -324064.437500 Penalty: 3996.144775
	Iteration 36Q: 3 clusters Score -324064.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -324065.093750 Penalty: 3996.144775
	Iteration 37Q: 3 clusters Score -324065.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -324065.093750 Penalty: 3996.144775
	Iteration 38F: 3 clusters Score -324065.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Entering Unmasked Estep 
Score: -119849.054688 Penalty: 1750.145142
	Iteration 0F: 2 clusters Score -119849.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -117947.640625 Penalty: 3500.290283
	Iteration 0F: 3 clusters Score -117947.6 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -118509.875000 Penalty: 3500.290283
	Iteration 1F: 3 clusters Score -118509.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -118847.773438 Penalty: 3500.290283
	Iteration 2F: 3 clusters Score -118847.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -119145.109375 Penalty: 3500.290283
	Iteration 3F: 3 clusters Score -119145.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -119513.085938 Penalty: 3500.290283
	Iteration 4Q: 3 clusters Score -119513.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -119704.242188 Penalty: 3500.290283
	Iteration 5F: 3 clusters Score -119704.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -119873.265625 Penalty: 3500.290283
	Iteration 6F: 3 clusters Score -119873.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -119978.132812 Penalty: 3500.290283
	Iteration 7Q: 3 clusters Score -119978.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -120061.054688 Penalty: 3500.290283
	Iteration 8Q: 3 clusters Score -120061.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -120134.000000 Penalty: 3500.290283
	Iteration 9Q: 3 clusters Score -120134 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -120204.257812 Penalty: 3500.290283
	Iteration 10Q: 3 clusters Score -120204.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -120262.007812 Penalty: 3500.290283
	Iteration 11Q: 3 clusters Score -120262 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -120332.929688 Penalty: 3500.290283
	Iteration 12Q: 3 clusters Score -120332.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -120375.203125 Penalty: 3500.290283
	Iteration 13Q: 3 clusters Score -120375.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -120399.171875 Penalty: 3500.290283
	Iteration 14Q: 3 clusters Score -120399.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -120421.132812 Penalty: 3500.290283
	Iteration 15Q: 3 clusters Score -120421.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -120431.242188 Penalty: 3500.290283
	Iteration 16Q: 3 clusters Score -120431.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -120439.140625 Penalty: 3500.290283
	Iteration 17Q: 3 clusters Score -120439.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -120443.390625 Penalty: 3500.290283
	Iteration 18Q: 3 clusters Score -120443.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -120445.695312 Penalty: 3500.290283
	Iteration 19F: 3 clusters Score -120445.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -120447.398438 Penalty: 3500.290283
	Iteration 20F: 3 clusters Score -120447.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -120448.640625 Penalty: 3500.290283
	Iteration 21Q: 3 clusters Score -120448.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -120449.523438 Penalty: 3500.290283
	Iteration 22Q: 3 clusters Score -120449.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -120452.335938 Penalty: 3500.290283
	Iteration 23Q: 3 clusters Score -120452.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -120457.484375 Penalty: 3500.290283
	Iteration 24Q: 3 clusters Score -120457.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -120458.429688 Penalty: 3500.290283
	Iteration 25Q: 3 clusters Score -120458.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -120458.429688 Penalty: 3500.290283
	Iteration 26F: 3 clusters Score -120458.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13778 members 
Mstep: Class 2 contains 1235 members 
Mstep: Class 3 contains 5029 members 
Mstep: Class 4 contains 10319 members 
Mstep: Class 5 contains 2467 members 
Mstep: Class 6 contains 3927 members 
Mstep: Class 7 contains 238187 members 
Mstep: Class 8 contains 73987 members 
Mstep: Class 9 contains 43955 members 
Mstep: Class 10 contains 3887 members 
Mstep: Class 11 contains 215087 members 
Mstep: Class 12 contains 8390 members 
Mstep: Class 13 contains 69084 members 
Mstep: Class 14 contains 42266 members 
Mstep: Class 15 contains 231223 members 
Mstep: Class 16 contains 1550 members 
Mstep: Class 17 contains 45387 members 
Mstep: Class 18 contains 84314 members 
Mstep: Class 19 contains 19634 members 
Mstep: Class 20 contains 8528 members 
Mstep: Class 21 contains 4257 members 
Mstep: Class 22 contains 12353 members 
Mstep: Class 23 contains 25576 members 
Mstep: Class 24 contains 852 members 
Mstep: Class 25 contains 5479 members 
Mstep: Class 26 contains 118572 members 
Mstep: Class 27 contains 37151 members 
Mstep: Class 28 contains 419 members 
Mstep: Class 29 contains 5527 members 
Mstep: Class 30 contains 4214 members 
Mstep: Class 31 contains 3155 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 10760 members 
Mstep: Class 34 contains 919 members 
Mstep: Class 35 contains 8465 members 
Entering Unmasked Estep 
Score: -155652912.000000 Penalty: 122589.179688
Splitting cluster 32 changes total score from -155654080.000000 to -155652912.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (10760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Entering Unmasked Estep 
Score: -1251161.625000 Penalty: 2302.330566
	Iteration 0F: 2 clusters Score -1251162 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -1243011.250000 Penalty: 4604.661133
	Iteration 0F: 3 clusters Score -1243011 nChanged 4496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -1245437.500000 Penalty: 4604.661133
	Iteration 1F: 3 clusters Score -1245438 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -1245787.500000 Penalty: 4604.661133
	Iteration 2F: 3 clusters Score -1245788 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -1246023.125000 Penalty: 4604.661133
	Iteration 3F: 3 clusters Score -1246023 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -1246208.750000 Penalty: 4604.661133
	Iteration 4Q: 3 clusters Score -1246209 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -1246358.375000 Penalty: 4604.661133
	Iteration 5Q: 3 clusters Score -1246358 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -1246496.000000 Penalty: 4604.661133
	Iteration 6Q: 3 clusters Score -1246496 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -1246643.000000 Penalty: 4604.661133
	Iteration 7Q: 3 clusters Score -1246643 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -1246773.500000 Penalty: 4604.661133
	Iteration 8Q: 3 clusters Score -1246774 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -1246899.750000 Penalty: 4604.661133
	Iteration 9Q: 3 clusters Score -1246900 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -1247056.750000 Penalty: 4604.661133
	Iteration 10Q: 3 clusters Score -1247057 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -1247244.875000 Penalty: 4604.661133
	Iteration 11Q: 3 clusters Score -1247245 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -1247449.250000 Penalty: 4604.661133
	Iteration 12Q: 3 clusters Score -1247449 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -1247658.875000 Penalty: 4604.661133
	Iteration 13Q: 3 clusters Score -1247659 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -1247876.000000 Penalty: 4604.661133
	Iteration 14Q: 3 clusters Score -1247876 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -1248095.750000 Penalty: 4604.661133
	Iteration 15Q: 3 clusters Score -1248096 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -1248308.750000 Penalty: 4604.661133
	Iteration 16Q: 3 clusters Score -1248309 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -1248508.750000 Penalty: 4604.661133
	Iteration 17Q: 3 clusters Score -1248509 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -1248679.000000 Penalty: 4604.661133
	Iteration 18Q: 3 clusters Score -1248679 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -1248825.750000 Penalty: 4604.661133
	Iteration 19Q: 3 clusters Score -1248826 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -1248972.875000 Penalty: 4604.661133
	Iteration 20F: 3 clusters Score -1248973 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -1249093.875000 Penalty: 4604.661133
	Iteration 21Q: 3 clusters Score -1249094 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -1249181.500000 Penalty: 4604.661133
	Iteration 22Q: 3 clusters Score -1249182 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -1249242.750000 Penalty: 4604.661133
	Iteration 23Q: 3 clusters Score -1249243 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -1249298.125000 Penalty: 4604.661133
	Iteration 24Q: 3 clusters Score -1249298 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -1249340.875000 Penalty: 4604.661133
	Iteration 25Q: 3 clusters Score -1249341 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -1249374.750000 Penalty: 4604.661133
	Iteration 26Q: 3 clusters Score -1249375 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -1249398.000000 Penalty: 4604.661133
	Iteration 27Q: 3 clusters Score -1249398 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -1249419.125000 Penalty: 4604.661133
	Iteration 28Q: 3 clusters Score -1249419 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -1249433.750000 Penalty: 4604.661133
	Iteration 29Q: 3 clusters Score -1249434 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -1249447.000000 Penalty: 4604.661133
	Iteration 30Q: 3 clusters Score -1249447 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -1249455.875000 Penalty: 4604.661133
	Iteration 31Q: 3 clusters Score -1249456 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -1249469.250000 Penalty: 4604.661133
	Iteration 32Q: 3 clusters Score -1249469 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -1249469.000000 Penalty: 4604.661133
	Iteration 33Q: 3 clusters Score -1249469 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -1249471.000000 Penalty: 4604.661133
	Iteration 34Q: 3 clusters Score -1249471 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -1249473.500000 Penalty: 4604.661133
	Iteration 35Q: 3 clusters Score -1249474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -1249478.625000 Penalty: 4604.661133
	Iteration 36Q: 3 clusters Score -1249479 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -1249477.000000 Penalty: 4604.661133
	Iteration 37Q: 3 clusters Score -1249477 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -1249479.375000 Penalty: 4604.661133
	Iteration 38Q: 3 clusters Score -1249479 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -1249485.500000 Penalty: 4604.661133
	Iteration 39Q: 3 clusters Score -1249486 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -1249486.625000 Penalty: 4604.661133
	Iteration 40F: 3 clusters Score -1249487 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -1249491.625000 Penalty: 4604.661133
	Iteration 41Q: 3 clusters Score -1249492 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -1249495.250000 Penalty: 4604.661133
	Iteration 42Q: 3 clusters Score -1249495 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -1249496.875000 Penalty: 4604.661133
	Iteration 43Q: 3 clusters Score -1249497 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -1249496.000000 Penalty: 4604.661133
	Iteration 44Q: 3 clusters Score -1249496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -1249501.500000 Penalty: 4604.661133
	Iteration 45Q: 3 clusters Score -1249502 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -1249505.375000 Penalty: 4604.661133
	Iteration 46Q: 3 clusters Score -1249505 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -1249504.125000 Penalty: 4604.661133
	Iteration 47Q: 3 clusters Score -1249504 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -1249507.750000 Penalty: 4604.661133
	Iteration 48Q: 3 clusters Score -1249508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -1249512.625000 Penalty: 4604.661133
	Iteration 49Q: 3 clusters Score -1249513 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -1249513.125000 Penalty: 4604.661133
	Iteration 50Q: 3 clusters Score -1249513 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -1249515.500000 Penalty: 4604.661133
	Iteration 51Q: 3 clusters Score -1249516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -1249516.625000 Penalty: 4604.661133
	Iteration 52Q: 3 clusters Score -1249517 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -1249519.000000 Penalty: 4604.661133
	Iteration 53Q: 3 clusters Score -1249519 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -1249520.750000 Penalty: 4604.661133
	Iteration 54Q: 3 clusters Score -1249521 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -1249522.125000 Penalty: 4604.661133
	Iteration 55Q: 3 clusters Score -1249522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -1249525.750000 Penalty: 4604.661133
	Iteration 56Q: 3 clusters Score -1249526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -1249528.250000 Penalty: 4604.661133
	Iteration 57Q: 3 clusters Score -1249528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -1249528.500000 Penalty: 4604.661133
	Iteration 58Q: 3 clusters Score -1249528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -1249528.875000 Penalty: 4604.661133
	Iteration 59Q: 3 clusters Score -1249529 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -1249530.625000 Penalty: 4604.661133
	Iteration 60F: 3 clusters Score -1249531 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -1249529.875000 Penalty: 4604.661133
	Iteration 61Q: 3 clusters Score -1249530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -1249530.750000 Penalty: 4604.661133
	Iteration 62Q: 3 clusters Score -1249531 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -1249530.750000 Penalty: 4604.661133
	Iteration 63F: 3 clusters Score -1249531 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Entering Unmasked Estep 
Score: -99057.515625 Penalty: 1692.174927
	Iteration 0F: 2 clusters Score -99057.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -97250.429688 Penalty: 3384.349854
	Iteration 0F: 3 clusters Score -97250.43 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -97509.164062 Penalty: 3384.349854
	Iteration 1F: 3 clusters Score -97509.16 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -97569.476562 Penalty: 3384.349854
	Iteration 2F: 3 clusters Score -97569.48 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -97612.296875 Penalty: 3384.349854
	Iteration 3Q: 3 clusters Score -97612.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -97639.437500 Penalty: 3384.349854
	Iteration 4Q: 3 clusters Score -97639.44 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -97677.203125 Penalty: 3384.349854
	Iteration 5Q: 3 clusters Score -97677.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -97684.070312 Penalty: 3384.349854
	Iteration 6Q: 3 clusters Score -97684.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -97686.609375 Penalty: 3384.349854
	Iteration 7Q: 3 clusters Score -97686.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -97690.039062 Penalty: 3384.349854
	Iteration 8Q: 3 clusters Score -97690.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -97691.148438 Penalty: 3384.349854
	Iteration 9Q: 3 clusters Score -97691.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -97692.578125 Penalty: 3384.349854
	Iteration 10Q: 3 clusters Score -97692.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -97694.554688 Penalty: 3384.349854
	Iteration 11Q: 3 clusters Score -97694.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -97697.531250 Penalty: 3384.349854
	Iteration 12Q: 3 clusters Score -97697.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -97699.859375 Penalty: 3384.349854
	Iteration 13Q: 3 clusters Score -97699.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -97699.859375 Penalty: 3384.349854
	Iteration 14F: 3 clusters Score -97699.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (8465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Entering Unmasked Estep 
Score: -959340.750000 Penalty: 2242.836426
	Iteration 0F: 2 clusters Score -959340.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -952617.062500 Penalty: 4485.672852
	Iteration 0F: 3 clusters Score -952617.1 nChanged 3523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -954492.375000 Penalty: 4485.672852
	Iteration 1F: 3 clusters Score -954492.4 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -954786.125000 Penalty: 4485.672852
	Iteration 2F: 3 clusters Score -954786.1 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -954962.312500 Penalty: 4485.672852
	Iteration 3Q: 3 clusters Score -954962.3 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -955125.437500 Penalty: 4485.672852
	Iteration 4Q: 3 clusters Score -955125.4 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -955254.937500 Penalty: 4485.672852
	Iteration 5Q: 3 clusters Score -955254.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -955355.250000 Penalty: 4485.672852
	Iteration 6Q: 3 clusters Score -955355.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -955447.187500 Penalty: 4485.672852
	Iteration 7Q: 3 clusters Score -955447.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -955519.187500 Penalty: 4485.672852
	Iteration 8Q: 3 clusters Score -955519.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -955583.250000 Penalty: 4485.672852
	Iteration 9Q: 3 clusters Score -955583.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -955638.500000 Penalty: 4485.672852
	Iteration 10Q: 3 clusters Score -955638.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -955686.062500 Penalty: 4485.672852
	Iteration 11Q: 3 clusters Score -955686.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -955721.812500 Penalty: 4485.672852
	Iteration 12Q: 3 clusters Score -955721.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -955749.312500 Penalty: 4485.672852
	Iteration 13Q: 3 clusters Score -955749.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -955776.062500 Penalty: 4485.672852
	Iteration 14Q: 3 clusters Score -955776.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -955789.187500 Penalty: 4485.672852
	Iteration 15Q: 3 clusters Score -955789.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -955801.812500 Penalty: 4485.672852
	Iteration 16Q: 3 clusters Score -955801.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -955815.187500 Penalty: 4485.672852
	Iteration 17Q: 3 clusters Score -955815.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -955833.000000 Penalty: 4485.672852
	Iteration 18Q: 3 clusters Score -955833 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -955848.062500 Penalty: 4485.672852
	Iteration 19Q: 3 clusters Score -955848.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -955867.875000 Penalty: 4485.672852
	Iteration 20F: 3 clusters Score -955867.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -955881.000000 Penalty: 4485.672852
	Iteration 21Q: 3 clusters Score -955881 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -955899.562500 Penalty: 4485.672852
	Iteration 22Q: 3 clusters Score -955899.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -955921.000000 Penalty: 4485.672852
	Iteration 23Q: 3 clusters Score -955921 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -955955.562500 Penalty: 4485.672852
	Iteration 24Q: 3 clusters Score -955955.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -955989.250000 Penalty: 4485.672852
	Iteration 25Q: 3 clusters Score -955989.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -956018.562500 Penalty: 4485.672852
	Iteration 26Q: 3 clusters Score -956018.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -956046.125000 Penalty: 4485.672852
	Iteration 27Q: 3 clusters Score -956046.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -956083.312500 Penalty: 4485.672852
	Iteration 28Q: 3 clusters Score -956083.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -956124.562500 Penalty: 4485.672852
	Iteration 29Q: 3 clusters Score -956124.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -956161.687500 Penalty: 4485.672852
	Iteration 30Q: 3 clusters Score -956161.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -956225.937500 Penalty: 4485.672852
	Iteration 31Q: 3 clusters Score -956225.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -956292.250000 Penalty: 4485.672852
	Iteration 32Q: 3 clusters Score -956292.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -956361.187500 Penalty: 4485.672852
	Iteration 33Q: 3 clusters Score -956361.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -956419.312500 Penalty: 4485.672852
	Iteration 34Q: 3 clusters Score -956419.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -956470.625000 Penalty: 4485.672852
	Iteration 35Q: 3 clusters Score -956470.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -956514.687500 Penalty: 4485.672852
	Iteration 36Q: 3 clusters Score -956514.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -956558.062500 Penalty: 4485.672852
	Iteration 37Q: 3 clusters Score -956558.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -956597.750000 Penalty: 4485.672852
	Iteration 38Q: 3 clusters Score -956597.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -956642.250000 Penalty: 4485.672852
	Iteration 39Q: 3 clusters Score -956642.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -956683.625000 Penalty: 4485.672852
	Iteration 40F: 3 clusters Score -956683.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -956714.750000 Penalty: 4485.672852
	Iteration 41Q: 3 clusters Score -956714.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -956741.937500 Penalty: 4485.672852
	Iteration 42Q: 3 clusters Score -956741.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -956765.687500 Penalty: 4485.672852
	Iteration 43Q: 3 clusters Score -956765.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -956794.250000 Penalty: 4485.672852
	Iteration 44Q: 3 clusters Score -956794.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -956828.937500 Penalty: 4485.672852
	Iteration 45Q: 3 clusters Score -956828.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -956868.062500 Penalty: 4485.672852
	Iteration 46Q: 3 clusters Score -956868.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -956909.375000 Penalty: 4485.672852
	Iteration 47Q: 3 clusters Score -956909.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -956962.500000 Penalty: 4485.672852
	Iteration 48Q: 3 clusters Score -956962.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -957011.500000 Penalty: 4485.672852
	Iteration 49Q: 3 clusters Score -957011.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -957049.062500 Penalty: 4485.672852
	Iteration 50Q: 3 clusters Score -957049.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -957079.812500 Penalty: 4485.672852
	Iteration 51Q: 3 clusters Score -957079.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -957106.937500 Penalty: 4485.672852
	Iteration 52Q: 3 clusters Score -957106.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -957123.687500 Penalty: 4485.672852
	Iteration 53Q: 3 clusters Score -957123.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -957143.812500 Penalty: 4485.672852
	Iteration 54Q: 3 clusters Score -957143.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -957167.500000 Penalty: 4485.672852
	Iteration 55Q: 3 clusters Score -957167.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -957176.375000 Penalty: 4485.672852
	Iteration 56Q: 3 clusters Score -957176.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -957186.562500 Penalty: 4485.672852
	Iteration 57Q: 3 clusters Score -957186.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -957194.062500 Penalty: 4485.672852
	Iteration 58Q: 3 clusters Score -957194.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -957201.937500 Penalty: 4485.672852
	Iteration 59Q: 3 clusters Score -957201.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -957206.000000 Penalty: 4485.672852
	Iteration 60F: 3 clusters Score -957206 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -957210.687500 Penalty: 4485.672852
	Iteration 61Q: 3 clusters Score -957210.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -957213.937500 Penalty: 4485.672852
	Iteration 62Q: 3 clusters Score -957213.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -957219.250000 Penalty: 4485.672852
	Iteration 63Q: 3 clusters Score -957219.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -957226.000000 Penalty: 4485.672852
	Iteration 64Q: 3 clusters Score -957226 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -957229.187500 Penalty: 4485.672852
	Iteration 65Q: 3 clusters Score -957229.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -957233.437500 Penalty: 4485.672852
	Iteration 66Q: 3 clusters Score -957233.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -957240.937500 Penalty: 4485.672852
	Iteration 67Q: 3 clusters Score -957240.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -957241.187500 Penalty: 4485.672852
	Iteration 68Q: 3 clusters Score -957241.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -957240.000000 Penalty: 4485.672852
	Iteration 69Q: 3 clusters Score -957240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -957241.750000 Penalty: 4485.672852
	Iteration 70Q: 3 clusters Score -957241.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -957243.375000 Penalty: 4485.672852
	Iteration 71Q: 3 clusters Score -957243.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -957244.750000 Penalty: 4485.672852
	Iteration 72Q: 3 clusters Score -957244.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -957246.812500 Penalty: 4485.672852
	Iteration 73Q: 3 clusters Score -957246.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -957249.687500 Penalty: 4485.672852
	Iteration 74Q: 3 clusters Score -957249.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -957256.937500 Penalty: 4485.672852
	Iteration 75Q: 3 clusters Score -957256.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -957262.437500 Penalty: 4485.672852
	Iteration 76Q: 3 clusters Score -957262.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -957263.062500 Penalty: 4485.672852
	Iteration 77Q: 3 clusters Score -957263.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -957267.250000 Penalty: 4485.672852
	Iteration 78Q: 3 clusters Score -957267.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -957270.750000 Penalty: 4485.672852
	Iteration 79Q: 3 clusters Score -957270.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -957273.937500 Penalty: 4485.672852
	Iteration 80F: 3 clusters Score -957273.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -957280.437500 Penalty: 4485.672852
	Iteration 81Q: 3 clusters Score -957280.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -957282.125000 Penalty: 4485.672852
	Iteration 82Q: 3 clusters Score -957282.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -957283.250000 Penalty: 4485.672852
	Iteration 83Q: 3 clusters Score -957283.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -957284.500000 Penalty: 4485.672852
	Iteration 84Q: 3 clusters Score -957284.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -957285.625000 Penalty: 4485.672852
	Iteration 85Q: 3 clusters Score -957285.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -957288.875000 Penalty: 4485.672852
	Iteration 86Q: 3 clusters Score -957288.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -957291.812500 Penalty: 4485.672852
	Iteration 87Q: 3 clusters Score -957291.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -957292.937500 Penalty: 4485.672852
	Iteration 88Q: 3 clusters Score -957292.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -957296.625000 Penalty: 4485.672852
	Iteration 89Q: 3 clusters Score -957296.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -957299.562500 Penalty: 4485.672852
	Iteration 90Q: 3 clusters Score -957299.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -957307.750000 Penalty: 4485.672852
	Iteration 91Q: 3 clusters Score -957307.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -957306.937500 Penalty: 4485.672852
	Iteration 92Q: 3 clusters Score -957306.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -957311.437500 Penalty: 4485.672852
	Iteration 93Q: 3 clusters Score -957311.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -957312.375000 Penalty: 4485.672852
	Iteration 94Q: 3 clusters Score -957312.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -957316.312500 Penalty: 4485.672852
	Iteration 95Q: 3 clusters Score -957316.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -957319.437500 Penalty: 4485.672852
	Iteration 96Q: 3 clusters Score -957319.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -957321.375000 Penalty: 4485.672852
	Iteration 97Q: 3 clusters Score -957321.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -957322.437500 Penalty: 4485.672852
	Iteration 98Q: 3 clusters Score -957322.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -957325.187500 Penalty: 4485.672852
	Iteration 99Q: 3 clusters Score -957325.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -957326.500000 Penalty: 4485.672852
	Iteration 100F: 3 clusters Score -957326.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -957333.500000 Penalty: 4485.672852
	Iteration 101Q: 3 clusters Score -957333.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -957338.250000 Penalty: 4485.672852
	Iteration 102Q: 3 clusters Score -957338.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -957342.562500 Penalty: 4485.672852
	Iteration 103Q: 3 clusters Score -957342.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -957346.875000 Penalty: 4485.672852
	Iteration 104Q: 3 clusters Score -957346.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -957355.562500 Penalty: 4485.672852
	Iteration 105Q: 3 clusters Score -957355.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -957361.187500 Penalty: 4485.672852
	Iteration 106Q: 3 clusters Score -957361.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -957366.125000 Penalty: 4485.672852
	Iteration 107Q: 3 clusters Score -957366.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -957373.937500 Penalty: 4485.672852
	Iteration 108Q: 3 clusters Score -957373.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -957377.625000 Penalty: 4485.672852
	Iteration 109Q: 3 clusters Score -957377.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -957386.187500 Penalty: 4485.672852
	Iteration 110Q: 3 clusters Score -957386.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -957391.562500 Penalty: 4485.672852
	Iteration 111Q: 3 clusters Score -957391.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -957390.937500 Penalty: 4485.672852
	Iteration 112Q: 3 clusters Score -957390.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -957393.000000 Penalty: 4485.672852
	Iteration 113Q: 3 clusters Score -957393 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -957395.937500 Penalty: 4485.672852
	Iteration 114Q: 3 clusters Score -957395.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -957402.500000 Penalty: 4485.672852
	Iteration 115Q: 3 clusters Score -957402.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -957406.562500 Penalty: 4485.672852
	Iteration 116Q: 3 clusters Score -957406.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -957411.312500 Penalty: 4485.672852
	Iteration 117Q: 3 clusters Score -957411.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -957413.937500 Penalty: 4485.672852
	Iteration 118Q: 3 clusters Score -957413.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -957416.937500 Penalty: 4485.672852
	Iteration 119Q: 3 clusters Score -957416.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -957418.000000 Penalty: 4485.672852
	Iteration 120F: 3 clusters Score -957418 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -957424.187500 Penalty: 4485.672852
	Iteration 121Q: 3 clusters Score -957424.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -957426.312500 Penalty: 4485.672852
	Iteration 122Q: 3 clusters Score -957426.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -957431.312500 Penalty: 4485.672852
	Iteration 123Q: 3 clusters Score -957431.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -957440.125000 Penalty: 4485.672852
	Iteration 124Q: 3 clusters Score -957440.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -957445.875000 Penalty: 4485.672852
	Iteration 125Q: 3 clusters Score -957445.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -957446.312500 Penalty: 4485.672852
	Iteration 126Q: 3 clusters Score -957446.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -957449.437500 Penalty: 4485.672852
	Iteration 127Q: 3 clusters Score -957449.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -957451.750000 Penalty: 4485.672852
	Iteration 128Q: 3 clusters Score -957451.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -957452.187500 Penalty: 4485.672852
	Iteration 129Q: 3 clusters Score -957452.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -957452.187500 Penalty: 4485.672852
	Iteration 130F: 3 clusters Score -957452.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13778 members 
Mstep: Class 2 contains 1235 members 
Mstep: Class 3 contains 5029 members 
Mstep: Class 4 contains 10319 members 
Mstep: Class 5 contains 2467 members 
Mstep: Class 6 contains 3927 members 
Mstep: Class 7 contains 238187 members 
Mstep: Class 8 contains 73987 members 
Mstep: Class 9 contains 43955 members 
Mstep: Class 10 contains 3887 members 
Mstep: Class 11 contains 215087 members 
Mstep: Class 12 contains 8390 members 
Mstep: Class 13 contains 69084 members 
Mstep: Class 14 contains 42266 members 
Mstep: Class 15 contains 231223 members 
Mstep: Class 16 contains 1550 members 
Mstep: Class 17 contains 45387 members 
Mstep: Class 18 contains 84314 members 
Mstep: Class 19 contains 19634 members 
Mstep: Class 20 contains 8528 members 
Mstep: Class 21 contains 4257 members 
Mstep: Class 22 contains 12353 members 
Mstep: Class 23 contains 25576 members 
Mstep: Class 25 contains 5479 members 
Mstep: Class 26 contains 118572 members 
Mstep: Class 27 contains 37151 members 
Mstep: Class 28 contains 419 members 
Mstep: Class 29 contains 5527 members 
Mstep: Class 30 contains 4214 members 
Mstep: Class 31 contains 3155 members 
Mstep: Class 32 contains 1161 members 
Mstep: Class 33 contains 10760 members 
Mstep: Class 34 contains 919 members 
Mstep: Class 35 contains 8465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155654064.000000 Penalty: 119086.632812
Iteration 119Q: 35 clusters Score -1.556541e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13778 members 
Mstep: Class 2 contains 1235 members 
Mstep: Class 3 contains 5029 members 
Mstep: Class 4 contains 10318 members 
Mstep: Class 5 contains 2467 members 
Mstep: Class 6 contains 3927 members 
Mstep: Class 7 contains 238188 members 
Mstep: Class 8 contains 73990 members 
Mstep: Class 9 contains 43957 members 
Mstep: Class 10 contains 3887 members 
Mstep: Class 11 contains 215087 members 
Mstep: Class 12 contains 8390 members 
Mstep: Class 13 contains 69082 members 
Mstep: Class 14 contains 42266 members 
Mstep: Class 15 contains 231220 members 
Mstep: Class 16 contains 1550 members 
Mstep: Class 17 contains 45387 members 
Mstep: Class 18 contains 84310 members 
Mstep: Class 19 contains 19634 members 
Mstep: Class 20 contains 8528 members 
Mstep: Class 21 contains 4257 members 
Mstep: Class 22 contains 12353 members 
Mstep: Class 23 contains 25576 members 
Mstep: Class 25 contains 5479 members 
Mstep: Class 26 contains 118571 members 
Mstep: Class 27 contains 37155 members 
Mstep: Class 28 contains 419 members 
Mstep: Class 29 contains 5527 members 
Mstep: Class 30 contains 4214 members 
Mstep: Class 31 contains 3155 members 
Mstep: Class 32 contains 1161 members 
Mstep: Class 33 contains 10761 members 
Mstep: Class 34 contains 919 members 
Mstep: Class 35 contains 8465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155654016.000000 Penalty: 119086.632812
Iteration 120F: 35 clusters Score -1.55654e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13778 members 
Mstep: Class 2 contains 1235 members 
Mstep: Class 3 contains 5029 members 
Mstep: Class 4 contains 10317 members 
Mstep: Class 5 contains 2467 members 
Mstep: Class 6 contains 3927 members 
Mstep: Class 7 contains 238188 members 
Mstep: Class 8 contains 73992 members 
Mstep: Class 9 contains 43958 members 
Mstep: Class 10 contains 3887 members 
Mstep: Class 11 contains 215087 members 
Mstep: Class 12 contains 8390 members 
Mstep: Class 13 contains 69083 members 
Mstep: Class 14 contains 42266 members 
Mstep: Class 15 contains 231218 members 
Mstep: Class 16 contains 1550 members 
Mstep: Class 17 contains 45387 members 
Mstep: Class 18 contains 84306 members 
Mstep: Class 19 contains 19634 members 
Mstep: Class 20 contains 8528 members 
Mstep: Class 21 contains 4257 members 
Mstep: Class 22 contains 12353 members 
Mstep: Class 23 contains 25576 members 
Mstep: Class 25 contains 5480 members 
Mstep: Class 26 contains 118571 members 
Mstep: Class 27 contains 37157 members 
Mstep: Class 28 contains 419 members 
Mstep: Class 29 contains 5527 members 
Mstep: Class 30 contains 4214 members 
Mstep: Class 31 contains 3155 members 
Mstep: Class 32 contains 1161 members 
Mstep: Class 33 contains 10761 members 
Mstep: Class 34 contains 919 members 
Mstep: Class 35 contains 8465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155654128.000000 Penalty: 119086.632812
Iteration 121Q: 35 clusters Score -1.556541e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13779 members 
Mstep: Class 2 contains 1235 members 
Mstep: Class 3 contains 5029 members 
Mstep: Class 4 contains 10317 members 
Mstep: Class 5 contains 2467 members 
Mstep: Class 6 contains 3927 members 
Mstep: Class 7 contains 238188 members 
Mstep: Class 8 contains 73993 members 
Mstep: Class 9 contains 43957 members 
Mstep: Class 10 contains 3887 members 
Mstep: Class 11 contains 215086 members 
Mstep: Class 12 contains 8390 members 
Mstep: Class 13 contains 69082 members 
Mstep: Class 14 contains 42267 members 
Mstep: Class 15 contains 231221 members 
Mstep: Class 16 contains 1550 members 
Mstep: Class 17 contains 45387 members 
Mstep: Class 18 contains 84305 members 
Mstep: Class 19 contains 19634 members 
Mstep: Class 20 contains 8528 members 
Mstep: Class 21 contains 4257 members 
Mstep: Class 22 contains 12353 members 
Mstep: Class 23 contains 25576 members 
Mstep: Class 25 contains 5478 members 
Mstep: Class 26 contains 118571 members 
Mstep: Class 27 contains 37158 members 
Mstep: Class 28 contains 419 members 
Mstep: Class 29 contains 5527 members 
Mstep: Class 30 contains 4214 members 
Mstep: Class 31 contains 3155 members 
Mstep: Class 32 contains 1161 members 
Mstep: Class 33 contains 10760 members 
Mstep: Class 34 contains 919 members 
Mstep: Class 35 contains 8465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155654080.000000 Penalty: 119086.632812
Iteration 122Q: 35 clusters Score -1.556541e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13779 members 
Mstep: Class 2 contains 1235 members 
Mstep: Class 3 contains 5029 members 
Mstep: Class 4 contains 10317 members 
Mstep: Class 5 contains 2467 members 
Mstep: Class 6 contains 3927 members 
Mstep: Class 7 contains 238188 members 
Mstep: Class 8 contains 73994 members 
Mstep: Class 9 contains 43956 members 
Mstep: Class 10 contains 3887 members 
Mstep: Class 11 contains 215085 members 
Mstep: Class 12 contains 8390 members 
Mstep: Class 13 contains 69081 members 
Mstep: Class 14 contains 42268 members 
Mstep: Class 15 contains 231220 members 
Mstep: Class 16 contains 1550 members 
Mstep: Class 17 contains 45387 members 
Mstep: Class 18 contains 84302 members 
Mstep: Class 19 contains 19633 members 
Mstep: Class 20 contains 8528 members 
Mstep: Class 21 contains 4257 members 
Mstep: Class 22 contains 12353 members 
Mstep: Class 23 contains 25576 members 
Mstep: Class 25 contains 5478 members 
Mstep: Class 26 contains 118573 members 
Mstep: Class 27 contains 37162 members 
Mstep: Class 28 contains 419 members 
Mstep: Class 29 contains 5527 members 
Mstep: Class 30 contains 4214 members 
Mstep: Class 31 contains 3155 members 
Mstep: Class 32 contains 1161 members 
Mstep: Class 33 contains 10760 members 
Mstep: Class 34 contains 919 members 
Mstep: Class 35 contains 8465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155654112.000000 Penalty: 119086.632812
Iteration 123Q: 35 clusters Score -1.556541e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13779 members 
Mstep: Class 2 contains 1235 members 
Mstep: Class 3 contains 5029 members 
Mstep: Class 4 contains 10317 members 
Mstep: Class 5 contains 2467 members 
Mstep: Class 6 contains 3927 members 
Mstep: Class 7 contains 238189 members 
Mstep: Class 8 contains 73995 members 
Mstep: Class 9 contains 43950 members 
Mstep: Class 10 contains 3887 members 
Mstep: Class 11 contains 215084 members 
Mstep: Class 12 contains 8390 members 
Mstep: Class 13 contains 69081 members 
Mstep: Class 14 contains 42270 members 
Mstep: Class 15 contains 231221 members 
Mstep: Class 16 contains 1550 members 
Mstep: Class 17 contains 45387 members 
Mstep: Class 18 contains 84301 members 
Mstep: Class 19 contains 19634 members 
Mstep: Class 20 contains 8528 members 
Mstep: Class 21 contains 4257 members 
Mstep: Class 22 contains 12353 members 
Mstep: Class 23 contains 25576 members 
Mstep: Class 25 contains 5477 members 
Mstep: Class 26 contains 118575 members 
Mstep: Class 27 contains 37162 members 
Mstep: Class 28 contains 419 members 
Mstep: Class 29 contains 5527 members 
Mstep: Class 30 contains 4214 members 
Mstep: Class 31 contains 3155 members 
Mstep: Class 32 contains 1161 members 
Mstep: Class 33 contains 10761 members 
Mstep: Class 34 contains 919 members 
Mstep: Class 35 contains 8465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155654112.000000 Penalty: 119086.632812
Iteration 124Q: 35 clusters Score -1.556541e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13779 members 
Mstep: Class 2 contains 1235 members 
Mstep: Class 3 contains 5029 members 
Mstep: Class 4 contains 10317 members 
Mstep: Class 5 contains 2467 members 
Mstep: Class 6 contains 3927 members 
Mstep: Class 7 contains 238188 members 
Mstep: Class 8 contains 73997 members 
Mstep: Class 9 contains 43945 members 
Mstep: Class 10 contains 3887 members 
Mstep: Class 11 contains 215082 members 
Mstep: Class 12 contains 8390 members 
Mstep: Class 13 contains 69081 members 
Mstep: Class 14 contains 42270 members 
Mstep: Class 15 contains 231225 members 
Mstep: Class 16 contains 1550 members 
Mstep: Class 17 contains 45387 members 
Mstep: Class 18 contains 84299 members 
Mstep: Class 19 contains 19634 members 
Mstep: Class 20 contains 8528 members 
Mstep: Class 21 contains 4257 members 
Mstep: Class 22 contains 12354 members 
Mstep: Class 23 contains 25576 members 
Mstep: Class 25 contains 5477 members 
Mstep: Class 26 contains 118575 members 
Mstep: Class 27 contains 37166 members 
Mstep: Class 28 contains 419 members 
Mstep: Class 29 contains 5527 members 
Mstep: Class 30 contains 4214 members 
Mstep: Class 31 contains 3155 members 
Mstep: Class 32 contains 1161 members 
Mstep: Class 33 contains 10760 members 
Mstep: Class 34 contains 919 members 
Mstep: Class 35 contains 8465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155654128.000000 Penalty: 119086.632812
Iteration 125Q: 35 clusters Score -1.556541e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13779 members 
Mstep: Class 2 contains 1235 members 
Mstep: Class 3 contains 5029 members 
Mstep: Class 4 contains 10317 members 
Mstep: Class 5 contains 2467 members 
Mstep: Class 6 contains 3927 members 
Mstep: Class 7 contains 238189 members 
Mstep: Class 8 contains 74001 members 
Mstep: Class 9 contains 43942 members 
Mstep: Class 10 contains 3887 members 
Mstep: Class 11 contains 215081 members 
Mstep: Class 12 contains 8390 members 
Mstep: Class 13 contains 69079 members 
Mstep: Class 14 contains 42270 members 
Mstep: Class 15 contains 231223 members 
Mstep: Class 16 contains 1550 members 
Mstep: Class 17 contains 45387 members 
Mstep: Class 18 contains 84296 members 
Mstep: Class 19 contains 19634 members 
Mstep: Class 20 contains 8528 members 
Mstep: Class 21 contains 4257 members 
Mstep: Class 22 contains 12355 members 
Mstep: Class 23 contains 25576 members 
Mstep: Class 25 contains 5477 members 
Mstep: Class 26 contains 118575 members 
Mstep: Class 27 contains 37170 members 
Mstep: Class 28 contains 419 members 
Mstep: Class 29 contains 5527 members 
Mstep: Class 30 contains 4214 members 
Mstep: Class 31 contains 3155 members 
Mstep: Class 32 contains 1161 members 
Mstep: Class 33 contains 10761 members 
Mstep: Class 34 contains 919 members 
Mstep: Class 35 contains 8465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155654112.000000 Penalty: 119086.632812
Iteration 126Q: 35 clusters Score -1.556541e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13779 members 
Mstep: Class 2 contains 1235 members 
Mstep: Class 3 contains 5029 members 
Mstep: Class 4 contains 10317 members 
Mstep: Class 5 contains 2467 members 
Mstep: Class 6 contains 3927 members 
Mstep: Class 7 contains 238192 members 
Mstep: Class 8 contains 74007 members 
Mstep: Class 9 contains 43940 members 
Mstep: Class 10 contains 3887 members 
Mstep: Class 11 contains 215083 members 
Mstep: Class 12 contains 8390 members 
Mstep: Class 13 contains 69074 members 
Mstep: Class 14 contains 42270 members 
Mstep: Class 15 contains 231220 members 
Mstep: Class 16 contains 1550 members 
Mstep: Class 17 contains 45387 members 
Mstep: Class 18 contains 84292 members 
Mstep: Class 19 contains 19634 members 
Mstep: Class 20 contains 8528 members 
Mstep: Class 21 contains 4257 members 
Mstep: Class 22 contains 12355 members 
Mstep: Class 23 contains 25576 members 
Mstep: Class 25 contains 5477 members 
Mstep: Class 26 contains 118575 members 
Mstep: Class 27 contains 37172 members 
Mstep: Class 28 contains 419 members 
Mstep: Class 29 contains 5527 members 
Mstep: Class 30 contains 4214 members 
Mstep: Class 31 contains 3155 members 
Mstep: Class 32 contains 1161 members 
Mstep: Class 33 contains 10762 members 
Mstep: Class 34 contains 919 members 
Mstep: Class 35 contains 8465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155654080.000000 Penalty: 119086.632812
Iteration 127Q: 35 clusters Score -1.556541e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13779 members 
Mstep: Class 2 contains 1235 members 
Mstep: Class 3 contains 5029 members 
Mstep: Class 4 contains 10317 members 
Mstep: Class 5 contains 2467 members 
Mstep: Class 6 contains 3927 members 
Mstep: Class 7 contains 238190 members 
Mstep: Class 8 contains 74009 members 
Mstep: Class 9 contains 43940 members 
Mstep: Class 10 contains 3887 members 
Mstep: Class 11 contains 215085 members 
Mstep: Class 12 contains 8390 members 
Mstep: Class 13 contains 69074 members 
Mstep: Class 14 contains 42270 members 
Mstep: Class 15 contains 231219 members 
Mstep: Class 16 contains 1550 members 
Mstep: Class 17 contains 45387 members 
Mstep: Class 18 contains 84290 members 
Mstep: Class 19 contains 19634 members 
Mstep: Class 20 contains 8528 members 
Mstep: Class 21 contains 4257 members 
Mstep: Class 22 contains 12355 members 
Mstep: Class 23 contains 25577 members 
Mstep: Class 25 contains 5477 members 
Mstep: Class 26 contains 118575 members 
Mstep: Class 27 contains 37172 members 
Mstep: Class 28 contains 419 members 
Mstep: Class 29 contains 5527 members 
Mstep: Class 30 contains 4214 members 
Mstep: Class 31 contains 3155 members 
Mstep: Class 32 contains 1161 members 
Mstep: Class 33 contains 10762 members 
Mstep: Class 34 contains 919 members 
Mstep: Class 35 contains 8465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155654064.000000 Penalty: 119086.632812
Iteration 128Q: 35 clusters Score -1.556541e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13779 members 
Mstep: Class 2 contains 1235 members 
Mstep: Class 3 contains 5029 members 
Mstep: Class 4 contains 10317 members 
Mstep: Class 5 contains 2467 members 
Mstep: Class 6 contains 3927 members 
Mstep: Class 7 contains 238191 members 
Mstep: Class 8 contains 74010 members 
Mstep: Class 9 contains 43939 members 
Mstep: Class 10 contains 3887 members 
Mstep: Class 11 contains 215086 members 
Mstep: Class 12 contains 8390 members 
Mstep: Class 13 contains 69074 members 
Mstep: Class 14 contains 42270 members 
Mstep: Class 15 contains 231216 members 
Mstep: Class 16 contains 1550 members 
Mstep: Class 17 contains 45387 members 
Mstep: Class 18 contains 84289 members 
Mstep: Class 19 contains 19634 members 
Mstep: Class 20 contains 8528 members 
Mstep: Class 21 contains 4257 members 
Mstep: Class 22 contains 12357 members 
Mstep: Class 23 contains 25577 members 
Mstep: Class 25 contains 5477 members 
Mstep: Class 26 contains 118575 members 
Mstep: Class 27 contains 37172 members 
Mstep: Class 28 contains 419 members 
Mstep: Class 29 contains 5527 members 
Mstep: Class 30 contains 4214 members 
Mstep: Class 31 contains 3155 members 
Mstep: Class 32 contains 1161 members 
Mstep: Class 33 contains 10762 members 
Mstep: Class 34 contains 919 members 
Mstep: Class 35 contains 8465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155654048.000000 Penalty: 119086.632812
Iteration 129Q: 35 clusters Score -1.55654e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13779 members 
Mstep: Class 2 contains 1235 members 
Mstep: Class 3 contains 5029 members 
Mstep: Class 4 contains 10317 members 
Mstep: Class 5 contains 2467 members 
Mstep: Class 6 contains 3927 members 
Mstep: Class 7 contains 238191 members 
Mstep: Class 8 contains 74010 members 
Mstep: Class 9 contains 43940 members 
Mstep: Class 10 contains 3887 members 
Mstep: Class 11 contains 215086 members 
Mstep: Class 12 contains 8390 members 
Mstep: Class 13 contains 69074 members 
Mstep: Class 14 contains 42270 members 
Mstep: Class 15 contains 231214 members 
Mstep: Class 16 contains 1550 members 
Mstep: Class 17 contains 45387 members 
Mstep: Class 18 contains 84289 members 
Mstep: Class 19 contains 19634 members 
Mstep: Class 20 contains 8528 members 
Mstep: Class 21 contains 4257 members 
Mstep: Class 22 contains 12358 members 
Mstep: Class 23 contains 25577 members 
Mstep: Class 25 contains 5477 members 
Mstep: Class 26 contains 118575 members 
Mstep: Class 27 contains 37172 members 
Mstep: Class 28 contains 419 members 
Mstep: Class 29 contains 5527 members 
Mstep: Class 30 contains 4214 members 
Mstep: Class 31 contains 3155 members 
Mstep: Class 32 contains 1161 members 
Mstep: Class 33 contains 10762 members 
Mstep: Class 34 contains 919 members 
Mstep: Class 35 contains 8465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155654048.000000 Penalty: 119086.632812
Iteration 130Q: 35 clusters Score -1.55654e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13779 members 
Mstep: Class 2 contains 1235 members 
Mstep: Class 3 contains 5029 members 
Mstep: Class 4 contains 10317 members 
Mstep: Class 5 contains 2467 members 
Mstep: Class 6 contains 3927 members 
Mstep: Class 7 contains 238191 members 
Mstep: Class 8 contains 74012 members 
Mstep: Class 9 contains 43942 members 
Mstep: Class 10 contains 3887 members 
Mstep: Class 11 contains 215086 members 
Mstep: Class 12 contains 8390 members 
Mstep: Class 13 contains 69073 members 
Mstep: Class 14 contains 42270 members 
Mstep: Class 15 contains 231211 members 
Mstep: Class 16 contains 1550 members 
Mstep: Class 17 contains 45387 members 
Mstep: Class 18 contains 84289 members 
Mstep: Class 19 contains 19634 members 
Mstep: Class 20 contains 8528 members 
Mstep: Class 21 contains 4257 members 
Mstep: Class 22 contains 12358 members 
Mstep: Class 23 contains 25577 members 
Mstep: Class 25 contains 5477 members 
Mstep: Class 26 contains 118575 members 
Mstep: Class 27 contains 37172 members 
Mstep: Class 28 contains 419 members 
Mstep: Class 29 contains 5527 members 
Mstep: Class 30 contains 4214 members 
Mstep: Class 31 contains 3155 members 
Mstep: Class 32 contains 1161 members 
Mstep: Class 33 contains 10762 members 
Mstep: Class 34 contains 919 members 
Mstep: Class 35 contains 8465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155654096.000000 Penalty: 119086.632812
Iteration 131Q: 35 clusters Score -1.556541e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13779 members 
Mstep: Class 2 contains 1235 members 
Mstep: Class 3 contains 5029 members 
Mstep: Class 4 contains 10317 members 
Mstep: Class 5 contains 2467 members 
Mstep: Class 6 contains 3927 members 
Mstep: Class 7 contains 238191 members 
Mstep: Class 8 contains 74013 members 
Mstep: Class 9 contains 43943 members 
Mstep: Class 10 contains 3887 members 
Mstep: Class 11 contains 215086 members 
Mstep: Class 12 contains 8390 members 
Mstep: Class 13 contains 69073 members 
Mstep: Class 14 contains 42270 members 
Mstep: Class 15 contains 231210 members 
Mstep: Class 16 contains 1550 members 
Mstep: Class 17 contains 45387 members 
Mstep: Class 18 contains 84289 members 
Mstep: Class 19 contains 19634 members 
Mstep: Class 20 contains 8528 members 
Mstep: Class 21 contains 4257 members 
Mstep: Class 22 contains 12358 members 
Mstep: Class 23 contains 25577 members 
Mstep: Class 25 contains 5477 members 
Mstep: Class 26 contains 118574 members 
Mstep: Class 27 contains 37172 members 
Mstep: Class 28 contains 419 members 
Mstep: Class 29 contains 5527 members 
Mstep: Class 30 contains 4214 members 
Mstep: Class 31 contains 3155 members 
Mstep: Class 32 contains 1161 members 
Mstep: Class 33 contains 10762 members 
Mstep: Class 34 contains 919 members 
Mstep: Class 35 contains 8465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155654128.000000 Penalty: 119086.632812
Iteration 132Q: 35 clusters Score -1.556541e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13779 members 
Mstep: Class 2 contains 1235 members 
Mstep: Class 3 contains 5029 members 
Mstep: Class 4 contains 10317 members 
Mstep: Class 5 contains 2467 members 
Mstep: Class 6 contains 3927 members 
Mstep: Class 7 contains 238191 members 
Mstep: Class 8 contains 74012 members 
Mstep: Class 9 contains 43945 members 
Mstep: Class 10 contains 3887 members 
Mstep: Class 11 contains 215086 members 
Mstep: Class 12 contains 8390 members 
Mstep: Class 13 contains 69073 members 
Mstep: Class 14 contains 42270 members 
Mstep: Class 15 contains 231209 members 
Mstep: Class 16 contains 1550 members 
Mstep: Class 17 contains 45387 members 
Mstep: Class 18 contains 84289 members 
Mstep: Class 19 contains 19634 members 
Mstep: Class 20 contains 8528 members 
Mstep: Class 21 contains 4257 members 
Mstep: Class 22 contains 12358 members 
Mstep: Class 23 contains 25577 members 
Mstep: Class 25 contains 5477 members 
Mstep: Class 26 contains 118574 members 
Mstep: Class 27 contains 37172 members 
Mstep: Class 28 contains 419 members 
Mstep: Class 29 contains 5527 members 
Mstep: Class 30 contains 4214 members 
Mstep: Class 31 contains 3155 members 
Mstep: Class 32 contains 1161 members 
Mstep: Class 33 contains 10762 members 
Mstep: Class 34 contains 919 members 
Mstep: Class 35 contains 8465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155654128.000000 Penalty: 119086.632812
Iteration 133Q: 35 clusters Score -1.556541e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13779 members 
Mstep: Class 2 contains 1235 members 
Mstep: Class 3 contains 5029 members 
Mstep: Class 4 contains 10317 members 
Mstep: Class 5 contains 2467 members 
Mstep: Class 6 contains 3927 members 
Mstep: Class 7 contains 238191 members 
Mstep: Class 8 contains 74012 members 
Mstep: Class 9 contains 43945 members 
Mstep: Class 10 contains 3887 members 
Mstep: Class 11 contains 215086 members 
Mstep: Class 12 contains 8390 members 
Mstep: Class 13 contains 69073 members 
Mstep: Class 14 contains 42270 members 
Mstep: Class 15 contains 231209 members 
Mstep: Class 16 contains 1550 members 
Mstep: Class 17 contains 45387 members 
Mstep: Class 18 contains 84289 members 
Mstep: Class 19 contains 19634 members 
Mstep: Class 20 contains 8528 members 
Mstep: Class 21 contains 4257 members 
Mstep: Class 22 contains 12358 members 
Mstep: Class 23 contains 25577 members 
Mstep: Class 25 contains 5477 members 
Mstep: Class 26 contains 118574 members 
Mstep: Class 27 contains 37172 members 
Mstep: Class 28 contains 419 members 
Mstep: Class 29 contains 5527 members 
Mstep: Class 30 contains 4214 members 
Mstep: Class 31 contains 3155 members 
Mstep: Class 32 contains 1161 members 
Mstep: Class 33 contains 10762 members 
Mstep: Class 34 contains 919 members 
Mstep: Class 35 contains 8465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155654128.000000 Penalty: 119086.632812
Iteration 134F: 35 clusters Score -1.556541e+08 nChanged 0
Entering ConstructFrom: 
Score: -155654128.000000 Penalty: 119086.632812
Entering ConstructFrom: 
Trying to split cluster 1 (13779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13779 members 
Entering Unmasked Estep 
Score: -1574451.125000 Penalty: 2363.663330
	Iteration 0F: 2 clusters Score -1574451 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -1564401.500000 Penalty: 4727.326660
	Iteration 0F: 3 clusters Score -1564402 nChanged 5930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -1567590.250000 Penalty: 4727.326660
	Iteration 1F: 3 clusters Score -1567590 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -1568036.250000 Penalty: 4727.326660
	Iteration 2F: 3 clusters Score -1568036 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -1568433.750000 Penalty: 4727.326660
	Iteration 3F: 3 clusters Score -1568434 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -1568879.500000 Penalty: 4727.326660
	Iteration 4F: 3 clusters Score -1568880 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -1569387.875000 Penalty: 4727.326660
	Iteration 5F: 3 clusters Score -1569388 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -1569975.625000 Penalty: 4727.326660
	Iteration 6F: 3 clusters Score -1569976 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -1570571.875000 Penalty: 4727.326660
	Iteration 7F: 3 clusters Score -1570572 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -1571156.875000 Penalty: 4727.326660
	Iteration 8F: 3 clusters Score -1571157 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -1571716.125000 Penalty: 4727.326660
	Iteration 9F: 3 clusters Score -1571716 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -1572199.375000 Penalty: 4727.326660
	Iteration 10Q: 3 clusters Score -1572199 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -1572597.500000 Penalty: 4727.326660
	Iteration 11Q: 3 clusters Score -1572598 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -1572908.500000 Penalty: 4727.326660
	Iteration 12Q: 3 clusters Score -1572908 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -1573133.375000 Penalty: 4727.326660
	Iteration 13Q: 3 clusters Score -1573133 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1573275.000000 Penalty: 4727.326660
	Iteration 14Q: 3 clusters Score -1573275 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -1573384.250000 Penalty: 4727.326660
	Iteration 15Q: 3 clusters Score -1573384 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12163 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -1573473.500000 Penalty: 4727.326660
	Iteration 16Q: 3 clusters Score -1573474 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12223 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1573536.125000 Penalty: 4727.326660
	Iteration 17Q: 3 clusters Score -1573536 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -1573574.250000 Penalty: 4727.326660
	Iteration 18Q: 3 clusters Score -1573574 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -1573590.500000 Penalty: 4727.326660
	Iteration 19Q: 3 clusters Score -1573590 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1573607.125000 Penalty: 4727.326660
	Iteration 20F: 3 clusters Score -1573607 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12341 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1573617.875000 Penalty: 4727.326660
	Iteration 21Q: 3 clusters Score -1573618 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12354 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1573623.875000 Penalty: 4727.326660
	Iteration 22Q: 3 clusters Score -1573624 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12365 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1573628.125000 Penalty: 4727.326660
	Iteration 23Q: 3 clusters Score -1573628 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1573628.000000 Penalty: 4727.326660
	Iteration 24Q: 3 clusters Score -1573628 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12382 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1573634.250000 Penalty: 4727.326660
	Iteration 25Q: 3 clusters Score -1573634 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1573634.500000 Penalty: 4727.326660
	Iteration 26Q: 3 clusters Score -1573634 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -1573632.250000 Penalty: 4727.326660
	Iteration 27Q: 3 clusters Score -1573632 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12403 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1573643.750000 Penalty: 4727.326660
	Iteration 28Q: 3 clusters Score -1573644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1573642.875000 Penalty: 4727.326660
	Iteration 29Q: 3 clusters Score -1573643 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12409 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1573643.125000 Penalty: 4727.326660
	Iteration 30Q: 3 clusters Score -1573643 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1573641.875000 Penalty: 4727.326660
	Iteration 31Q: 3 clusters Score -1573642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12411 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1573641.125000 Penalty: 4727.326660
	Iteration 32Q: 3 clusters Score -1573641 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12411 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1573641.125000 Penalty: 4727.326660
	Iteration 33F: 3 clusters Score -1573641 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Entering Unmasked Estep 
Score: -130468.484375 Penalty: 1765.468994
	Iteration 0F: 2 clusters Score -130468.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -128364.484375 Penalty: 3530.937988
	Iteration 0F: 3 clusters Score -128364.5 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -128697.789062 Penalty: 3530.937988
	Iteration 1F: 3 clusters Score -128697.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -128816.414062 Penalty: 3530.937988
	Iteration 2F: 3 clusters Score -128816.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -128864.039062 Penalty: 3530.937988
	Iteration 3Q: 3 clusters Score -128864 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -128894.976562 Penalty: 3530.937988
	Iteration 4Q: 3 clusters Score -128895 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -128902.625000 Penalty: 3530.937988
	Iteration 5Q: 3 clusters Score -128902.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -128910.062500 Penalty: 3530.937988
	Iteration 6Q: 3 clusters Score -128910.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -128916.023438 Penalty: 3530.937988
	Iteration 7Q: 3 clusters Score -128916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -128918.640625 Penalty: 3530.937988
	Iteration 8Q: 3 clusters Score -128918.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -128918.976562 Penalty: 3530.937988
	Iteration 9Q: 3 clusters Score -128919 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -128918.976562 Penalty: 3530.937988
	Iteration 10F: 3 clusters Score -128919 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Entering Unmasked Estep 
Score: -571666.625000 Penalty: 2113.698242
	Iteration 0F: 2 clusters Score -571666.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -567171.250000 Penalty: 4227.396484
	Iteration 0F: 3 clusters Score -567171.2 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -568314.125000 Penalty: 4227.396484
	Iteration 1F: 3 clusters Score -568314.1 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -568620.125000 Penalty: 4227.396484
	Iteration 2F: 3 clusters Score -568620.1 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -568899.250000 Penalty: 4227.396484
	Iteration 3F: 3 clusters Score -568899.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -569182.125000 Penalty: 4227.396484
	Iteration 4F: 3 clusters Score -569182.1 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -569573.000000 Penalty: 4227.396484
	Iteration 5F: 3 clusters Score -569573 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -569945.437500 Penalty: 4227.396484
	Iteration 6F: 3 clusters Score -569945.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -570258.750000 Penalty: 4227.396484
	Iteration 7F: 3 clusters Score -570258.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -570491.750000 Penalty: 4227.396484
	Iteration 8Q: 3 clusters Score -570491.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -570612.500000 Penalty: 4227.396484
	Iteration 9Q: 3 clusters Score -570612.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -570687.937500 Penalty: 4227.396484
	Iteration 10Q: 3 clusters Score -570687.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -570737.312500 Penalty: 4227.396484
	Iteration 11Q: 3 clusters Score -570737.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -570758.812500 Penalty: 4227.396484
	Iteration 12Q: 3 clusters Score -570758.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -570770.000000 Penalty: 4227.396484
	Iteration 13Q: 3 clusters Score -570770 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -570785.687500 Penalty: 4227.396484
	Iteration 14Q: 3 clusters Score -570785.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -570804.375000 Penalty: 4227.396484
	Iteration 15Q: 3 clusters Score -570804.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -570813.375000 Penalty: 4227.396484
	Iteration 16Q: 3 clusters Score -570813.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -570824.187500 Penalty: 4227.396484
	Iteration 17Q: 3 clusters Score -570824.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -570829.375000 Penalty: 4227.396484
	Iteration 18Q: 3 clusters Score -570829.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -570831.125000 Penalty: 4227.396484
	Iteration 19Q: 3 clusters Score -570831.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -570834.062500 Penalty: 4227.396484
	Iteration 20F: 3 clusters Score -570834.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -570833.375000 Penalty: 4227.396484
	Iteration 21Q: 3 clusters Score -570833.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -570834.125000 Penalty: 4227.396484
	Iteration 22Q: 3 clusters Score -570834.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -570833.750000 Penalty: 4227.396484
	Iteration 23Q: 3 clusters Score -570833.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -570835.125000 Penalty: 4227.396484
	Iteration 24Q: 3 clusters Score -570835.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -570836.937500 Penalty: 4227.396484
	Iteration 25Q: 3 clusters Score -570836.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -570835.500000 Penalty: 4227.396484
	Iteration 26Q: 3 clusters Score -570835.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -570837.187500 Penalty: 4227.396484
	Iteration 27Q: 3 clusters Score -570837.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -570836.562500 Penalty: 4227.396484
	Iteration 28Q: 3 clusters Score -570836.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -570836.562500 Penalty: 4227.396484
	Iteration 29F: 3 clusters Score -570836.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Entering Unmasked Estep 
Score: -1184264.875000 Penalty: 2291.904053
	Iteration 0F: 2 clusters Score -1184265 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1176350.250000 Penalty: 4583.808105
	Iteration 0F: 3 clusters Score -1176350 nChanged 4275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1178725.500000 Penalty: 4583.808105
	Iteration 1F: 3 clusters Score -1178726 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -1179105.750000 Penalty: 4583.808105
	Iteration 2F: 3 clusters Score -1179106 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -1179431.375000 Penalty: 4583.808105
	Iteration 3F: 3 clusters Score -1179431 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -1179703.875000 Penalty: 4583.808105
	Iteration 4Q: 3 clusters Score -1179704 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -1179930.750000 Penalty: 4583.808105
	Iteration 5Q: 3 clusters Score -1179931 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -1180150.625000 Penalty: 4583.808105
	Iteration 6Q: 3 clusters Score -1180151 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -1180404.125000 Penalty: 4583.808105
	Iteration 7Q: 3 clusters Score -1180404 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -1180726.125000 Penalty: 4583.808105
	Iteration 8Q: 3 clusters Score -1180726 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -1181061.875000 Penalty: 4583.808105
	Iteration 9Q: 3 clusters Score -1181062 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -1181392.375000 Penalty: 4583.808105
	Iteration 10Q: 3 clusters Score -1181392 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -1181665.500000 Penalty: 4583.808105
	Iteration 11Q: 3 clusters Score -1181666 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -1181897.250000 Penalty: 4583.808105
	Iteration 12Q: 3 clusters Score -1181897 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -1182061.500000 Penalty: 4583.808105
	Iteration 13Q: 3 clusters Score -1182062 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -1182202.625000 Penalty: 4583.808105
	Iteration 14Q: 3 clusters Score -1182203 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -1182322.500000 Penalty: 4583.808105
	Iteration 15Q: 3 clusters Score -1182322 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -1182403.875000 Penalty: 4583.808105
	Iteration 16Q: 3 clusters Score -1182404 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -1182450.750000 Penalty: 4583.808105
	Iteration 17Q: 3 clusters Score -1182451 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -1182494.500000 Penalty: 4583.808105
	Iteration 18Q: 3 clusters Score -1182494 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -1182516.125000 Penalty: 4583.808105
	Iteration 19Q: 3 clusters Score -1182516 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -1182530.250000 Penalty: 4583.808105
	Iteration 20F: 3 clusters Score -1182530 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -1182547.750000 Penalty: 4583.808105
	Iteration 21Q: 3 clusters Score -1182548 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -1182559.250000 Penalty: 4583.808105
	Iteration 22Q: 3 clusters Score -1182559 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -1182560.500000 Penalty: 4583.808105
	Iteration 23Q: 3 clusters Score -1182560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -1182563.750000 Penalty: 4583.808105
	Iteration 24Q: 3 clusters Score -1182564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -1182569.375000 Penalty: 4583.808105
	Iteration 25Q: 3 clusters Score -1182569 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -1182578.250000 Penalty: 4583.808105
	Iteration 26Q: 3 clusters Score -1182578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -1182580.750000 Penalty: 4583.808105
	Iteration 27Q: 3 clusters Score -1182581 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -1182585.625000 Penalty: 4583.808105
	Iteration 28Q: 3 clusters Score -1182586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -1182588.625000 Penalty: 4583.808105
	Iteration 29Q: 3 clusters Score -1182589 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -1182592.625000 Penalty: 4583.808105
	Iteration 30Q: 3 clusters Score -1182593 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -1182591.250000 Penalty: 4583.808105
	Iteration 31Q: 3 clusters Score -1182591 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -1182594.000000 Penalty: 4583.808105
	Iteration 32Q: 3 clusters Score -1182594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -1182593.875000 Penalty: 4583.808105
	Iteration 33Q: 3 clusters Score -1182594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -1182594.250000 Penalty: 4583.808105
	Iteration 34Q: 3 clusters Score -1182594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -1182596.500000 Penalty: 4583.808105
	Iteration 35Q: 3 clusters Score -1182596 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -1182596.500000 Penalty: 4583.808105
	Iteration 36F: 3 clusters Score -1182596 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Entering Unmasked Estep 
Score: -241080.609375 Penalty: 1937.067993
	Iteration 0F: 2 clusters Score -241080.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -238155.531250 Penalty: 3874.135986
	Iteration 0F: 3 clusters Score -238155.5 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -238779.375000 Penalty: 3874.135986
	Iteration 1F: 3 clusters Score -238779.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -239025.515625 Penalty: 3874.135986
	Iteration 2F: 3 clusters Score -239025.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -239237.890625 Penalty: 3874.135986
	Iteration 3F: 3 clusters Score -239237.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -239407.296875 Penalty: 3874.135986
	Iteration 4Q: 3 clusters Score -239407.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -239550.953125 Penalty: 3874.135986
	Iteration 5Q: 3 clusters Score -239551 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -239673.031250 Penalty: 3874.135986
	Iteration 6Q: 3 clusters Score -239673 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -239782.312500 Penalty: 3874.135986
	Iteration 7Q: 3 clusters Score -239782.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -239885.515625 Penalty: 3874.135986
	Iteration 8Q: 3 clusters Score -239885.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -240016.546875 Penalty: 3874.135986
	Iteration 9Q: 3 clusters Score -240016.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -240160.937500 Penalty: 3874.135986
	Iteration 10Q: 3 clusters Score -240160.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -240275.593750 Penalty: 3874.135986
	Iteration 11Q: 3 clusters Score -240275.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -240358.203125 Penalty: 3874.135986
	Iteration 12Q: 3 clusters Score -240358.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -240430.281250 Penalty: 3874.135986
	Iteration 13Q: 3 clusters Score -240430.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -240456.937500 Penalty: 3874.135986
	Iteration 14Q: 3 clusters Score -240456.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -240478.906250 Penalty: 3874.135986
	Iteration 15Q: 3 clusters Score -240478.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -240494.203125 Penalty: 3874.135986
	Iteration 16Q: 3 clusters Score -240494.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -240507.296875 Penalty: 3874.135986
	Iteration 17Q: 3 clusters Score -240507.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -240519.359375 Penalty: 3874.135986
	Iteration 18Q: 3 clusters Score -240519.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -240527.671875 Penalty: 3874.135986
	Iteration 19Q: 3 clusters Score -240527.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -240535.421875 Penalty: 3874.135986
	Iteration 20F: 3 clusters Score -240535.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -240548.593750 Penalty: 3874.135986
	Iteration 21Q: 3 clusters Score -240548.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -240560.984375 Penalty: 3874.135986
	Iteration 22Q: 3 clusters Score -240561 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -240573.625000 Penalty: 3874.135986
	Iteration 23Q: 3 clusters Score -240573.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -240585.265625 Penalty: 3874.135986
	Iteration 24Q: 3 clusters Score -240585.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -240595.500000 Penalty: 3874.135986
	Iteration 25Q: 3 clusters Score -240595.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -240602.828125 Penalty: 3874.135986
	Iteration 26Q: 3 clusters Score -240602.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -240606.734375 Penalty: 3874.135986
	Iteration 27Q: 3 clusters Score -240606.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -240608.015625 Penalty: 3874.135986
	Iteration 28Q: 3 clusters Score -240608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -240608.781250 Penalty: 3874.135986
	Iteration 29Q: 3 clusters Score -240608.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -240610.265625 Penalty: 3874.135986
	Iteration 30Q: 3 clusters Score -240610.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -240610.265625 Penalty: 3874.135986
	Iteration 31F: 3 clusters Score -240610.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Entering Unmasked Estep 
Score: -431515.750000 Penalty: 2052.356445
	Iteration 0F: 2 clusters Score -431515.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -427683.843750 Penalty: 4104.712891
	Iteration 0F: 3 clusters Score -427683.8 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -428453.062500 Penalty: 4104.712891
	Iteration 1F: 3 clusters Score -428453.1 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -428675.250000 Penalty: 4104.712891
	Iteration 2F: 3 clusters Score -428675.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -428809.937500 Penalty: 4104.712891
	Iteration 3F: 3 clusters Score -428809.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -428886.968750 Penalty: 4104.712891
	Iteration 4Q: 3 clusters Score -428887 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -428944.906250 Penalty: 4104.712891
	Iteration 5Q: 3 clusters Score -428944.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -428990.312500 Penalty: 4104.712891
	Iteration 6Q: 3 clusters Score -428990.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -429028.843750 Penalty: 4104.712891
	Iteration 7Q: 3 clusters Score -429028.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -429063.375000 Penalty: 4104.712891
	Iteration 8Q: 3 clusters Score -429063.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -429089.937500 Penalty: 4104.712891
	Iteration 9Q: 3 clusters Score -429089.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -429110.718750 Penalty: 4104.712891
	Iteration 10Q: 3 clusters Score -429110.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -429129.531250 Penalty: 4104.712891
	Iteration 11Q: 3 clusters Score -429129.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -429147.343750 Penalty: 4104.712891
	Iteration 12Q: 3 clusters Score -429147.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -429160.250000 Penalty: 4104.712891
	Iteration 13Q: 3 clusters Score -429160.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -429171.625000 Penalty: 4104.712891
	Iteration 14Q: 3 clusters Score -429171.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -429186.656250 Penalty: 4104.712891
	Iteration 15Q: 3 clusters Score -429186.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -429198.437500 Penalty: 4104.712891
	Iteration 16Q: 3 clusters Score -429198.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -429207.281250 Penalty: 4104.712891
	Iteration 17Q: 3 clusters Score -429207.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -429215.562500 Penalty: 4104.712891
	Iteration 18Q: 3 clusters Score -429215.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -429226.250000 Penalty: 4104.712891
	Iteration 19Q: 3 clusters Score -429226.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -429235.875000 Penalty: 4104.712891
	Iteration 20F: 3 clusters Score -429235.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -429248.187500 Penalty: 4104.712891
	Iteration 21Q: 3 clusters Score -429248.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -429259.468750 Penalty: 4104.712891
	Iteration 22Q: 3 clusters Score -429259.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -429269.937500 Penalty: 4104.712891
	Iteration 23Q: 3 clusters Score -429269.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -429286.093750 Penalty: 4104.712891
	Iteration 24Q: 3 clusters Score -429286.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -429296.062500 Penalty: 4104.712891
	Iteration 25Q: 3 clusters Score -429296.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -429303.468750 Penalty: 4104.712891
	Iteration 26Q: 3 clusters Score -429303.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -429308.812500 Penalty: 4104.712891
	Iteration 27Q: 3 clusters Score -429308.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -429313.281250 Penalty: 4104.712891
	Iteration 28Q: 3 clusters Score -429313.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -429318.531250 Penalty: 4104.712891
	Iteration 29Q: 3 clusters Score -429318.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -429325.750000 Penalty: 4104.712891
	Iteration 30Q: 3 clusters Score -429325.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -429333.812500 Penalty: 4104.712891
	Iteration 31Q: 3 clusters Score -429333.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -429341.937500 Penalty: 4104.712891
	Iteration 32Q: 3 clusters Score -429341.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -429347.468750 Penalty: 4104.712891
	Iteration 33Q: 3 clusters Score -429347.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -429351.593750 Penalty: 4104.712891
	Iteration 34Q: 3 clusters Score -429351.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -429354.218750 Penalty: 4104.712891
	Iteration 35Q: 3 clusters Score -429354.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -429354.468750 Penalty: 4104.712891
	Iteration 36Q: 3 clusters Score -429354.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -429358.312500 Penalty: 4104.712891
	Iteration 37Q: 3 clusters Score -429358.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -429364.156250 Penalty: 4104.712891
	Iteration 38Q: 3 clusters Score -429364.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -429367.125000 Penalty: 4104.712891
	Iteration 39Q: 3 clusters Score -429367.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -429369.062500 Penalty: 4104.712891
	Iteration 40F: 3 clusters Score -429369.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -429372.218750 Penalty: 4104.712891
	Iteration 41Q: 3 clusters Score -429372.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -429374.031250 Penalty: 4104.712891
	Iteration 42Q: 3 clusters Score -429374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -429375.031250 Penalty: 4104.712891
	Iteration 43Q: 3 clusters Score -429375 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -429377.093750 Penalty: 4104.712891
	Iteration 44Q: 3 clusters Score -429377.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -429378.375000 Penalty: 4104.712891
	Iteration 45Q: 3 clusters Score -429378.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -429380.750000 Penalty: 4104.712891
	Iteration 46Q: 3 clusters Score -429380.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -429382.031250 Penalty: 4104.712891
	Iteration 47Q: 3 clusters Score -429382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -429383.406250 Penalty: 4104.712891
	Iteration 48Q: 3 clusters Score -429383.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -429383.937500 Penalty: 4104.712891
	Iteration 49Q: 3 clusters Score -429383.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -429384.312500 Penalty: 4104.712891
	Iteration 50Q: 3 clusters Score -429384.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -429386.062500 Penalty: 4104.712891
	Iteration 51Q: 3 clusters Score -429386.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -429387.968750 Penalty: 4104.712891
	Iteration 52Q: 3 clusters Score -429388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -429389.750000 Penalty: 4104.712891
	Iteration 53Q: 3 clusters Score -429389.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -429390.218750 Penalty: 4104.712891
	Iteration 54Q: 3 clusters Score -429390.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -429390.218750 Penalty: 4104.712891
	Iteration 55F: 3 clusters Score -429390.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (238191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238191 members 
Entering Unmasked Estep 
Score: -28130090.000000 Penalty: 3070.445312
	Iteration 0F: 2 clusters Score -2.813009e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118765 members 
Mstep: Class 2 contains 119426 members 
Entering Unmasked Estep 
Score: -27978670.000000 Penalty: 6140.890625
	Iteration 0F: 3 clusters Score -2.797867e+07 nChanged 115156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112035 members 
Mstep: Class 2 contains 126156 members 
Entering Unmasked Estep 
Score: -28045864.000000 Penalty: 6140.890625
	Iteration 1F: 3 clusters Score -2.804586e+07 nChanged 6858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107373 members 
Mstep: Class 2 contains 130818 members 
Entering Unmasked Estep 
Score: -28047434.000000 Penalty: 6140.890625
	Iteration 2Q: 3 clusters Score -2.804743e+07 nChanged 8677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100052 members 
Mstep: Class 2 contains 138139 members 
Entering Unmasked Estep 
Score: -28050374.000000 Penalty: 6140.890625
	Iteration 3Q: 3 clusters Score -2.805037e+07 nChanged 12038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88816 members 
Mstep: Class 2 contains 149375 members 
Entering Unmasked Estep 
Score: -28055840.000000 Penalty: 6140.890625
	Iteration 4F: 3 clusters Score -2.805584e+07 nChanged 16618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72606 members 
Mstep: Class 2 contains 165585 members 
Entering Unmasked Estep 
Score: -28065800.000000 Penalty: 6140.890625
	Iteration 5F: 3 clusters Score -2.80658e+07 nChanged 20799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52017 members 
Mstep: Class 2 contains 186174 members 
Entering Unmasked Estep 
Score: -28080516.000000 Penalty: 6140.890625
	Iteration 6F: 3 clusters Score -2.808052e+07 nChanged 21231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30872 members 
Mstep: Class 2 contains 207319 members 
Entering Unmasked Estep 
Score: -28098210.000000 Penalty: 6140.890625
	Iteration 7F: 3 clusters Score -2.809821e+07 nChanged 16469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14407 members 
Mstep: Class 2 contains 223784 members 
Entering Unmasked Estep 
Score: -28113116.000000 Penalty: 6140.890625
	Iteration 8F: 3 clusters Score -2.811312e+07 nChanged 9271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 233055 members 
Entering Unmasked Estep 
Score: -28121960.000000 Penalty: 6140.890625
	Iteration 9Q: 3 clusters Score -2.812196e+07 nChanged 3678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 236733 members 
Entering Unmasked Estep 
Score: -28125654.000000 Penalty: 6140.890625
	Iteration 10Q: 3 clusters Score -2.812565e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 237714 members 
Entering Unmasked Estep 
Score: -28126832.000000 Penalty: 6140.890625
	Iteration 11Q: 3 clusters Score -2.812683e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 237908 members 
Entering Unmasked Estep 
Score: -28127142.000000 Penalty: 6140.890625
	Iteration 12Q: 3 clusters Score -2.812714e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 237957 members 
Entering Unmasked Estep 
Score: -28127258.000000 Penalty: 6140.890625
	Iteration 13Q: 3 clusters Score -2.812726e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 237966 members 
Entering Unmasked Estep 
Score: -28127284.000000 Penalty: 6140.890625
	Iteration 14Q: 3 clusters Score -2.812728e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 237973 members 
Entering Unmasked Estep 
Score: -28127314.000000 Penalty: 6140.890625
	Iteration 15Q: 3 clusters Score -2.812731e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 237976 members 
Entering Unmasked Estep 
Score: -28127344.000000 Penalty: 6140.890625
	Iteration 16Q: 3 clusters Score -2.812734e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 237979 members 
Entering Unmasked Estep 
Score: -28127350.000000 Penalty: 6140.890625
	Iteration 17Q: 3 clusters Score -2.812735e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 237981 members 
Entering Unmasked Estep 
Score: -28127372.000000 Penalty: 6140.890625
	Iteration 18Q: 3 clusters Score -2.812737e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 237981 members 
Entering Unmasked Estep 
Score: -28127374.000000 Penalty: 6140.890625
	Iteration 19Q: 3 clusters Score -2.812737e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 237981 members 
Entering Unmasked Estep 
Score: -28127386.000000 Penalty: 6140.890625
	Iteration 20F: 3 clusters Score -2.812739e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 237979 members 
Entering Unmasked Estep 
Score: -28127384.000000 Penalty: 6140.890625
	Iteration 21Q: 3 clusters Score -2.812738e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 237978 members 
Entering Unmasked Estep 
Score: -28127374.000000 Penalty: 6140.890625
	Iteration 22Q: 3 clusters Score -2.812737e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 237978 members 
Entering Unmasked Estep 
Score: -28127374.000000 Penalty: 6140.890625
	Iteration 23F: 3 clusters Score -2.812737e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (74012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74012 members 
Entering Unmasked Estep 
Score: -8735220.000000 Penalty: 2780.571777
	Iteration 0F: 2 clusters Score -8735220 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36878 members 
Mstep: Class 2 contains 37134 members 
Entering Unmasked Estep 
Score: -8685443.000000 Penalty: 5561.143555
	Iteration 0F: 3 clusters Score -8685443 nChanged 34624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35748 members 
Mstep: Class 2 contains 38264 members 
Entering Unmasked Estep 
Score: -8704655.000000 Penalty: 5561.143555
	Iteration 1F: 3 clusters Score -8704655 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34971 members 
Mstep: Class 2 contains 39041 members 
Entering Unmasked Estep 
Score: -8705312.000000 Penalty: 5561.143555
	Iteration 2Q: 3 clusters Score -8705312 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33820 members 
Mstep: Class 2 contains 40192 members 
Entering Unmasked Estep 
Score: -8705909.000000 Penalty: 5561.143555
	Iteration 3Q: 3 clusters Score -8705909 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32084 members 
Mstep: Class 2 contains 41928 members 
Entering Unmasked Estep 
Score: -8706629.000000 Penalty: 5561.143555
	Iteration 4Q: 3 clusters Score -8706629 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29448 members 
Mstep: Class 2 contains 44564 members 
Entering Unmasked Estep 
Score: -8707895.000000 Penalty: 5561.143555
	Iteration 5Q: 3 clusters Score -8707895 nChanged 4073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25621 members 
Mstep: Class 2 contains 48391 members 
Entering Unmasked Estep 
Score: -8710000.000000 Penalty: 5561.143555
	Iteration 6F: 3 clusters Score -8710000 nChanged 5329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20392 members 
Mstep: Class 2 contains 53620 members 
Entering Unmasked Estep 
Score: -8713626.000000 Penalty: 5561.143555
	Iteration 7F: 3 clusters Score -8713626 nChanged 6281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14157 members 
Mstep: Class 2 contains 59855 members 
Entering Unmasked Estep 
Score: -8719135.000000 Penalty: 5561.143555
	Iteration 8F: 3 clusters Score -8719135 nChanged 6147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 65988 members 
Entering Unmasked Estep 
Score: -8725135.000000 Penalty: 5561.143555
	Iteration 9F: 3 clusters Score -8725135 nChanged 4307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 70289 members 
Entering Unmasked Estep 
Score: -8729352.000000 Penalty: 5561.143555
	Iteration 10F: 3 clusters Score -8729352 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 72413 members 
Entering Unmasked Estep 
Score: -8731384.000000 Penalty: 5561.143555
	Iteration 11Q: 3 clusters Score -8731384 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 73262 members 
Entering Unmasked Estep 
Score: -8732151.000000 Penalty: 5561.143555
	Iteration 12Q: 3 clusters Score -8732151 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 73522 members 
Entering Unmasked Estep 
Score: -8732498.000000 Penalty: 5561.143555
	Iteration 13Q: 3 clusters Score -8732498 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 73613 members 
Entering Unmasked Estep 
Score: -8732622.000000 Penalty: 5561.143555
	Iteration 14Q: 3 clusters Score -8732622 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 73655 members 
Entering Unmasked Estep 
Score: -8732689.000000 Penalty: 5561.143555
	Iteration 15Q: 3 clusters Score -8732689 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 73678 members 
Entering Unmasked Estep 
Score: -8732731.000000 Penalty: 5561.143555
	Iteration 16Q: 3 clusters Score -8732731 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 73688 members 
Entering Unmasked Estep 
Score: -8732758.000000 Penalty: 5561.143555
	Iteration 17Q: 3 clusters Score -8732758 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 73696 members 
Entering Unmasked Estep 
Score: -8732760.000000 Penalty: 5561.143555
	Iteration 18Q: 3 clusters Score -8732760 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 73701 members 
Entering Unmasked Estep 
Score: -8732774.000000 Penalty: 5561.143555
	Iteration 19Q: 3 clusters Score -8732774 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 73707 members 
Entering Unmasked Estep 
Score: -8732784.000000 Penalty: 5561.143555
	Iteration 20F: 3 clusters Score -8732784 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 73711 members 
Entering Unmasked Estep 
Score: -8732784.000000 Penalty: 5561.143555
	Iteration 21Q: 3 clusters Score -8732784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 73714 members 
Entering Unmasked Estep 
Score: -8732790.000000 Penalty: 5561.143555
	Iteration 22Q: 3 clusters Score -8732790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 73715 members 
Entering Unmasked Estep 
Score: -8732793.000000 Penalty: 5561.143555
	Iteration 23Q: 3 clusters Score -8732793 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 73715 members 
Entering Unmasked Estep 
Score: -8732793.000000 Penalty: 5561.143555
	Iteration 24F: 3 clusters Score -8732793 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (43945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43945 members 
Entering Unmasked Estep 
Score: -5084976.500000 Penalty: 2651.291992
	Iteration 0F: 2 clusters Score -5084976 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21829 members 
Mstep: Class 2 contains 22116 members 
Entering Unmasked Estep 
Score: -5055136.000000 Penalty: 5302.583984
	Iteration 0F: 3 clusters Score -5055136 nChanged 20243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21512 members 
Mstep: Class 2 contains 22433 members 
Entering Unmasked Estep 
Score: -5066433.500000 Penalty: 5302.583984
	Iteration 1F: 3 clusters Score -5066434 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21350 members 
Mstep: Class 2 contains 22595 members 
Entering Unmasked Estep 
Score: -5067347.500000 Penalty: 5302.583984
	Iteration 2Q: 3 clusters Score -5067348 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21125 members 
Mstep: Class 2 contains 22820 members 
Entering Unmasked Estep 
Score: -5068416.000000 Penalty: 5302.583984
	Iteration 3F: 3 clusters Score -5068416 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20789 members 
Mstep: Class 2 contains 23156 members 
Entering Unmasked Estep 
Score: -5069734.500000 Penalty: 5302.583984
	Iteration 4F: 3 clusters Score -5069734 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20393 members 
Mstep: Class 2 contains 23552 members 
Entering Unmasked Estep 
Score: -5071409.000000 Penalty: 5302.583984
	Iteration 5F: 3 clusters Score -5071409 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19916 members 
Mstep: Class 2 contains 24029 members 
Entering Unmasked Estep 
Score: -5073235.500000 Penalty: 5302.583984
	Iteration 6F: 3 clusters Score -5073236 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19323 members 
Mstep: Class 2 contains 24622 members 
Entering Unmasked Estep 
Score: -5075084.500000 Penalty: 5302.583984
	Iteration 7F: 3 clusters Score -5075084 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18687 members 
Mstep: Class 2 contains 25258 members 
Entering Unmasked Estep 
Score: -5076725.000000 Penalty: 5302.583984
	Iteration 8F: 3 clusters Score -5076725 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18103 members 
Mstep: Class 2 contains 25842 members 
Entering Unmasked Estep 
Score: -5078049.500000 Penalty: 5302.583984
	Iteration 9Q: 3 clusters Score -5078050 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17497 members 
Mstep: Class 2 contains 26448 members 
Entering Unmasked Estep 
Score: -5079074.000000 Penalty: 5302.583984
	Iteration 10Q: 3 clusters Score -5079074 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16993 members 
Mstep: Class 2 contains 26952 members 
Entering Unmasked Estep 
Score: -5079864.000000 Penalty: 5302.583984
	Iteration 11Q: 3 clusters Score -5079864 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16609 members 
Mstep: Class 2 contains 27336 members 
Entering Unmasked Estep 
Score: -5080355.500000 Penalty: 5302.583984
	Iteration 12Q: 3 clusters Score -5080356 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16300 members 
Mstep: Class 2 contains 27645 members 
Entering Unmasked Estep 
Score: -5080715.000000 Penalty: 5302.583984
	Iteration 13Q: 3 clusters Score -5080715 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16106 members 
Mstep: Class 2 contains 27839 members 
Entering Unmasked Estep 
Score: -5080883.000000 Penalty: 5302.583984
	Iteration 14Q: 3 clusters Score -5080883 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16010 members 
Mstep: Class 2 contains 27935 members 
Entering Unmasked Estep 
Score: -5081035.000000 Penalty: 5302.583984
	Iteration 15Q: 3 clusters Score -5081035 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15959 members 
Mstep: Class 2 contains 27986 members 
Entering Unmasked Estep 
Score: -5081086.500000 Penalty: 5302.583984
	Iteration 16Q: 3 clusters Score -5081086 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15939 members 
Mstep: Class 2 contains 28006 members 
Entering Unmasked Estep 
Score: -5081136.500000 Penalty: 5302.583984
	Iteration 17Q: 3 clusters Score -5081136 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15948 members 
Mstep: Class 2 contains 27997 members 
Entering Unmasked Estep 
Score: -5081175.500000 Penalty: 5302.583984
	Iteration 18Q: 3 clusters Score -5081176 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15977 members 
Mstep: Class 2 contains 27968 members 
Entering Unmasked Estep 
Score: -5081199.000000 Penalty: 5302.583984
	Iteration 19Q: 3 clusters Score -5081199 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16027 members 
Mstep: Class 2 contains 27918 members 
Entering Unmasked Estep 
Score: -5081215.500000 Penalty: 5302.583984
	Iteration 20F: 3 clusters Score -5081216 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16074 members 
Mstep: Class 2 contains 27871 members 
Entering Unmasked Estep 
Score: -5081228.000000 Penalty: 5302.583984
	Iteration 21Q: 3 clusters Score -5081228 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16117 members 
Mstep: Class 2 contains 27828 members 
Entering Unmasked Estep 
Score: -5081241.000000 Penalty: 5302.583984
	Iteration 22Q: 3 clusters Score -5081241 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16163 members 
Mstep: Class 2 contains 27782 members 
Entering Unmasked Estep 
Score: -5081263.000000 Penalty: 5302.583984
	Iteration 23Q: 3 clusters Score -5081263 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16220 members 
Mstep: Class 2 contains 27725 members 
Entering Unmasked Estep 
Score: -5081275.500000 Penalty: 5302.583984
	Iteration 24Q: 3 clusters Score -5081276 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16294 members 
Mstep: Class 2 contains 27651 members 
Entering Unmasked Estep 
Score: -5081303.500000 Penalty: 5302.583984
	Iteration 25Q: 3 clusters Score -5081304 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16345 members 
Mstep: Class 2 contains 27600 members 
Entering Unmasked Estep 
Score: -5081328.000000 Penalty: 5302.583984
	Iteration 26Q: 3 clusters Score -5081328 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16413 members 
Mstep: Class 2 contains 27532 members 
Entering Unmasked Estep 
Score: -5081343.000000 Penalty: 5302.583984
	Iteration 27Q: 3 clusters Score -5081343 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16478 members 
Mstep: Class 2 contains 27467 members 
Entering Unmasked Estep 
Score: -5081363.000000 Penalty: 5302.583984
	Iteration 28Q: 3 clusters Score -5081363 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16550 members 
Mstep: Class 2 contains 27395 members 
Entering Unmasked Estep 
Score: -5081370.000000 Penalty: 5302.583984
	Iteration 29Q: 3 clusters Score -5081370 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16630 members 
Mstep: Class 2 contains 27315 members 
Entering Unmasked Estep 
Score: -5081387.500000 Penalty: 5302.583984
	Iteration 30Q: 3 clusters Score -5081388 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16720 members 
Mstep: Class 2 contains 27225 members 
Entering Unmasked Estep 
Score: -5081377.000000 Penalty: 5302.583984
	Iteration 31Q: 3 clusters Score -5081377 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16816 members 
Mstep: Class 2 contains 27129 members 
Entering Unmasked Estep 
Score: -5081400.500000 Penalty: 5302.583984
	Iteration 32Q: 3 clusters Score -5081400 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16926 members 
Mstep: Class 2 contains 27019 members 
Entering Unmasked Estep 
Score: -5081395.000000 Penalty: 5302.583984
	Iteration 33Q: 3 clusters Score -5081395 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17038 members 
Mstep: Class 2 contains 26907 members 
Entering Unmasked Estep 
Score: -5081420.500000 Penalty: 5302.583984
	Iteration 34Q: 3 clusters Score -5081420 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17162 members 
Mstep: Class 2 contains 26783 members 
Entering Unmasked Estep 
Score: -5081434.000000 Penalty: 5302.583984
	Iteration 35Q: 3 clusters Score -5081434 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17296 members 
Mstep: Class 2 contains 26649 members 
Entering Unmasked Estep 
Score: -5081431.500000 Penalty: 5302.583984
	Iteration 36Q: 3 clusters Score -5081432 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17428 members 
Mstep: Class 2 contains 26517 members 
Entering Unmasked Estep 
Score: -5081440.000000 Penalty: 5302.583984
	Iteration 37Q: 3 clusters Score -5081440 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17544 members 
Mstep: Class 2 contains 26401 members 
Entering Unmasked Estep 
Score: -5081469.500000 Penalty: 5302.583984
	Iteration 38Q: 3 clusters Score -5081470 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17667 members 
Mstep: Class 2 contains 26278 members 
Entering Unmasked Estep 
Score: -5081480.500000 Penalty: 5302.583984
	Iteration 39Q: 3 clusters Score -5081480 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17806 members 
Mstep: Class 2 contains 26139 members 
Entering Unmasked Estep 
Score: -5081507.000000 Penalty: 5302.583984
	Iteration 40F: 3 clusters Score -5081507 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17930 members 
Mstep: Class 2 contains 26015 members 
Entering Unmasked Estep 
Score: -5081512.500000 Penalty: 5302.583984
	Iteration 41Q: 3 clusters Score -5081512 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18056 members 
Mstep: Class 2 contains 25889 members 
Entering Unmasked Estep 
Score: -5081510.500000 Penalty: 5302.583984
	Iteration 42Q: 3 clusters Score -5081510 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18177 members 
Mstep: Class 2 contains 25768 members 
Entering Unmasked Estep 
Score: -5081517.500000 Penalty: 5302.583984
	Iteration 43Q: 3 clusters Score -5081518 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18289 members 
Mstep: Class 2 contains 25656 members 
Entering Unmasked Estep 
Score: -5081539.000000 Penalty: 5302.583984
	Iteration 44Q: 3 clusters Score -5081539 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18415 members 
Mstep: Class 2 contains 25530 members 
Entering Unmasked Estep 
Score: -5081557.500000 Penalty: 5302.583984
	Iteration 45Q: 3 clusters Score -5081558 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18547 members 
Mstep: Class 2 contains 25398 members 
Entering Unmasked Estep 
Score: -5081567.500000 Penalty: 5302.583984
	Iteration 46Q: 3 clusters Score -5081568 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18671 members 
Mstep: Class 2 contains 25274 members 
Entering Unmasked Estep 
Score: -5081589.000000 Penalty: 5302.583984
	Iteration 47Q: 3 clusters Score -5081589 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18799 members 
Mstep: Class 2 contains 25146 members 
Entering Unmasked Estep 
Score: -5081603.500000 Penalty: 5302.583984
	Iteration 48Q: 3 clusters Score -5081604 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18926 members 
Mstep: Class 2 contains 25019 members 
Entering Unmasked Estep 
Score: -5081622.500000 Penalty: 5302.583984
	Iteration 49Q: 3 clusters Score -5081622 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19039 members 
Mstep: Class 2 contains 24906 members 
Entering Unmasked Estep 
Score: -5081632.000000 Penalty: 5302.583984
	Iteration 50Q: 3 clusters Score -5081632 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19169 members 
Mstep: Class 2 contains 24776 members 
Entering Unmasked Estep 
Score: -5081641.000000 Penalty: 5302.583984
	Iteration 51Q: 3 clusters Score -5081641 nChanged 133
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19300 members 
Mstep: Class 2 contains 24645 members 
Entering Unmasked Estep 
Score: -5081641.500000 Penalty: 5302.583984
	Iteration 52Q: 3 clusters Score -5081642 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19428 members 
Mstep: Class 2 contains 24517 members 
Entering Unmasked Estep 
Score: -5081652.500000 Penalty: 5302.583984
	Iteration 53Q: 3 clusters Score -5081652 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19562 members 
Mstep: Class 2 contains 24383 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -5081670 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19699 members 
Mstep: Class 2 contains 24246 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -5081686 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19832 members 
Mstep: Class 2 contains 24113 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5081715 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19954 members 
Mstep: Class 2 contains 23991 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5081725 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20098 members 
Mstep: Class 2 contains 23847 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -5081738 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20252 members 
Mstep: Class 2 contains 23693 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -5081754 nChanged 153
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20405 members 
Mstep: Class 2 contains 23540 members 
Entering Unmasked Estep 
Score: -5081777.500000 Penalty: 5302.583984
	Iteration 60F: 3 clusters Score -5081778 nChanged 172
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20575 members 
Mstep: Class 2 contains 23370 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -5081800 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20725 members 
Mstep: Class 2 contains 23220 members 
Entering Unmasked Estep 
Score: -5081816.500000 Penalty: 5302.583984
	Iteration 62Q: 3 clusters Score -5081816 nChanged 170
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Mstep: Class 1 contains 20895 members 
Mstep: Class 2 contains 23050 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5081833 nChanged 165
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Mstep: Class 1 contains 21060 members 
Mstep: Class 2 contains 22885 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5081854 nChanged 182
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Mstep: Class 1 contains 21242 members 
Mstep: Class 2 contains 22703 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5081874 nChanged 199
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Mstep: Class 1 contains 21441 members 
Mstep: Class 2 contains 22504 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -5081896 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21619 members 
Mstep: Class 2 contains 22326 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5081916 nChanged 184
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Mstep: Class 1 contains 21803 members 
Mstep: Class 2 contains 22142 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5081924 nChanged 185
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21988 members 
Mstep: Class 2 contains 21957 members 
Entering Unmasked Estep 
Score: -5081936.000000 Penalty: 5302.583984
	Iteration 69Q: 3 clusters Score -5081936 nChanged 182
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Mstep: Class 1 contains 22168 members 
Mstep: Class 2 contains 21777 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -5081967 nChanged 191
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Mstep: Class 1 contains 22359 members 
Mstep: Class 2 contains 21586 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -5081986 nChanged 207
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22566 members 
Mstep: Class 2 contains 21379 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -5081995 nChanged 197
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Mstep: Class 1 contains 22763 members 
Mstep: Class 2 contains 21182 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -5082042 nChanged 217
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Mstep: Class 1 contains 22980 members 
Mstep: Class 2 contains 20965 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -5082064 nChanged 210
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Mstep: Class 1 contains 23190 members 
Mstep: Class 2 contains 20755 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -5082092 nChanged 205
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Mstep: Class 1 contains 23395 members 
Mstep: Class 2 contains 20550 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5082124 nChanged 184
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Mstep: Class 1 contains 23579 members 
Mstep: Class 2 contains 20366 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -5082152 nChanged 177
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Mstep: Class 1 contains 23756 members 
Mstep: Class 2 contains 20189 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5082174 nChanged 191
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23947 members 
Mstep: Class 2 contains 19998 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -5082209 nChanged 170
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Mstep: Class 1 contains 24117 members 
Mstep: Class 2 contains 19828 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -5082199 nChanged 173
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Mstep: Class 1 contains 24290 members 
Mstep: Class 2 contains 19655 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5082221 nChanged 182
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Mstep: Class 1 contains 24472 members 
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5082232 nChanged 172
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Mstep: Class 1 contains 24644 members 
Mstep: Class 2 contains 19301 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5082252 nChanged 179
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24823 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -5082288 nChanged 184
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Mstep: Class 1 contains 25007 members 
Mstep: Class 2 contains 18938 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -5082318 nChanged 171
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Mstep: Class 1 contains 25178 members 
Mstep: Class 2 contains 18767 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -5082322 nChanged 163
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Mstep: Class 1 contains 25341 members 
Mstep: Class 2 contains 18604 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -5082338 nChanged 142
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Mstep: Class 1 contains 25483 members 
Mstep: Class 2 contains 18462 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -5082350 nChanged 136
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Mstep: Class 1 contains 25619 members 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -5082376 nChanged 115
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Mstep: Class 1 contains 25732 members 
Mstep: Class 2 contains 18213 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -5082392 nChanged 115
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25847 members 
Mstep: Class 2 contains 18098 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -5082407 nChanged 106
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25953 members 
Mstep: Class 2 contains 17992 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -5082424 nChanged 98
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26051 members 
Mstep: Class 2 contains 17894 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -5082432 nChanged 94
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Mstep: Class 1 contains 26145 members 
Mstep: Class 2 contains 17800 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -5082427 nChanged 83
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Mstep: Class 1 contains 26228 members 
Mstep: Class 2 contains 17717 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -5082427 nChanged 75
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Mstep: Class 1 contains 26303 members 
Mstep: Class 2 contains 17642 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -5082440 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26373 members 
Mstep: Class 2 contains 17572 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -5082436 nChanged 80
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Mstep: Class 1 contains 26453 members 
Mstep: Class 2 contains 17492 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -5082440 nChanged 89
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Mstep: Class 1 contains 26542 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -5082439 nChanged 89
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Mstep: Class 1 contains 26631 members 
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -5082440 nChanged 92
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26723 members 
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -5082455 nChanged 88
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Mstep: Class 1 contains 26811 members 
Mstep: Class 2 contains 17134 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -5082460 nChanged 83
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Mstep: Class 1 contains 26894 members 
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -5082468 nChanged 85
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Mstep: Class 1 contains 26977 members 
Mstep: Class 2 contains 16968 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -5082491 nChanged 83
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Mstep: Class 1 contains 27058 members 
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -5082482 nChanged 74
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Mstep: Class 1 contains 27130 members 
Mstep: Class 2 contains 16815 members 
Entering Unmasked Estep 
Score: -5082502.000000 Penalty: 5302.583984
	Iteration 106Q: 3 clusters Score -5082502 nChanged 63
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Mstep: Class 1 contains 27193 members 
Mstep: Class 2 contains 16752 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -5082516 nChanged 62
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Mstep: Class 1 contains 27251 members 
Mstep: Class 2 contains 16694 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -5082519 nChanged 64
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Mstep: Class 1 contains 27315 members 
Mstep: Class 2 contains 16630 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -5082529 nChanged 56
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Mstep: Class 1 contains 27371 members 
Mstep: Class 2 contains 16574 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -5082527 nChanged 54
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Mstep: Class 1 contains 27425 members 
Mstep: Class 2 contains 16520 members 
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	Iteration 111Q: 3 clusters Score -5082544 nChanged 50
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Mstep: Class 1 contains 27473 members 
Mstep: Class 2 contains 16472 members 
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	Iteration 112Q: 3 clusters Score -5082540 nChanged 54
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Mstep: Class 1 contains 27525 members 
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	Iteration 113Q: 3 clusters Score -5082548 nChanged 50
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Mstep: Class 1 contains 27575 members 
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Entering Unmasked Estep 
Score: -5082551.500000 Penalty: 5302.583984
	Iteration 114Q: 3 clusters Score -5082552 nChanged 57
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Mstep: Class 1 contains 27630 members 
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -5082538 nChanged 49
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Mstep: Class 1 contains 27677 members 
Mstep: Class 2 contains 16268 members 
Entering Unmasked Estep 
Score: -5082541.000000 Penalty: 5302.583984
	Iteration 116Q: 3 clusters Score -5082541 nChanged 43
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Mstep: Class 1 contains 27720 members 
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -5082552 nChanged 44
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Mstep: Class 1 contains 27764 members 
Mstep: Class 2 contains 16181 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -5082552 nChanged 39
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Mstep: Class 1 contains 27803 members 
Mstep: Class 2 contains 16142 members 
Entering Unmasked Estep 
Score: -5082545.000000 Penalty: 5302.583984
	Iteration 119Q: 3 clusters Score -5082545 nChanged 45
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Mstep: Class 1 contains 27848 members 
Mstep: Class 2 contains 16097 members 
Entering Unmasked Estep 
Score: -5082546.000000 Penalty: 5302.583984
	Iteration 120F: 3 clusters Score -5082546 nChanged 34
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Mstep: Class 1 contains 27882 members 
Mstep: Class 2 contains 16063 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -5082540 nChanged 42
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Mstep: Class 1 contains 27924 members 
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Entering Unmasked Estep 
Score: -5082555.000000 Penalty: 5302.583984
	Iteration 122Q: 3 clusters Score -5082555 nChanged 48
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Mstep: Class 1 contains 27972 members 
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Entering Unmasked Estep 
Score: -5082562.500000 Penalty: 5302.583984
	Iteration 123Q: 3 clusters Score -5082562 nChanged 46
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Mstep: Class 1 contains 28018 members 
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Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -5082578 nChanged 36
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Mstep: Class 1 contains 28054 members 
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Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -5082576 nChanged 33
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Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -5082590 nChanged 31
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Entering Unmasked Estep 
Score: -5082595.000000 Penalty: 5302.583984
	Iteration 127Q: 3 clusters Score -5082595 nChanged 30
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Mstep: Class 2 contains 15799 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -5082598 nChanged 31
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Mstep: Class 1 contains 28177 members 
Mstep: Class 2 contains 15768 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -5082585 nChanged 33
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Mstep: Class 1 contains 28210 members 
Mstep: Class 2 contains 15735 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -5082580 nChanged 38
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Mstep: Class 1 contains 28248 members 
Mstep: Class 2 contains 15697 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -5082590 nChanged 36
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Mstep: Class 1 contains 28282 members 
Mstep: Class 2 contains 15663 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -5082590 nChanged 41
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Mstep: Class 1 contains 28321 members 
Mstep: Class 2 contains 15624 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -5082590 nChanged 37
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Mstep: Class 1 contains 28356 members 
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Entering Unmasked Estep 
Score: -5082576.500000 Penalty: 5302.583984
	Iteration 134Q: 3 clusters Score -5082576 nChanged 29
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Mstep: Class 1 contains 28385 members 
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Entering Unmasked Estep 
Score: -5082587.000000 Penalty: 5302.583984
	Iteration 135Q: 3 clusters Score -5082587 nChanged 32
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Mstep: Class 1 contains 28415 members 
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Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -5082580 nChanged 35
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Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -5082584 nChanged 31
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Mstep: Class 1 contains 28479 members 
Mstep: Class 2 contains 15466 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -5082591 nChanged 35
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Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -5082591 nChanged 32
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Entering Unmasked Estep 
Score: -5082588.500000 Penalty: 5302.583984
	Iteration 140F: 3 clusters Score -5082588 nChanged 24
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Mstep: Class 1 contains 28566 members 
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Entering Unmasked Estep 
Score: -5082584.500000 Penalty: 5302.583984
	Iteration 141Q: 3 clusters Score -5082584 nChanged 22
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Mstep: Class 1 contains 28588 members 
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Entering Unmasked Estep 
Score: -5082581.000000 Penalty: 5302.583984
	Iteration 142Q: 3 clusters Score -5082581 nChanged 23
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Mstep: Class 1 contains 28611 members 
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Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -5082592 nChanged 22
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Mstep: Class 1 contains 28631 members 
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Entering Unmasked Estep 
Score: -5082597.000000 Penalty: 5302.583984
	Iteration 144Q: 3 clusters Score -5082597 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28663 members 
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Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -5082605 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28696 members 
Mstep: Class 2 contains 15249 members 
Entering Unmasked Estep 
Score: -5082614.000000 Penalty: 5302.583984
	Iteration 146Q: 3 clusters Score -5082614 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28723 members 
Mstep: Class 2 contains 15222 members 
Entering Unmasked Estep 
Score: -5082619.000000 Penalty: 5302.583984
	Iteration 147Q: 3 clusters Score -5082619 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28749 members 
Mstep: Class 2 contains 15196 members 
Entering Unmasked Estep 
Score: -5082611.500000 Penalty: 5302.583984
	Iteration 148Q: 3 clusters Score -5082612 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28767 members 
Mstep: Class 2 contains 15178 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -5082612 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28785 members 
Mstep: Class 2 contains 15160 members 
Entering Unmasked Estep 
Score: -5082617.000000 Penalty: 5302.583984
	Iteration 150Q: 3 clusters Score -5082617 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28799 members 
Mstep: Class 2 contains 15146 members 
Entering Unmasked Estep 
Score: -5082615.000000 Penalty: 5302.583984
	Iteration 151Q: 3 clusters Score -5082615 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28812 members 
Mstep: Class 2 contains 15133 members 
Entering Unmasked Estep 
Score: -5082620.500000 Penalty: 5302.583984
	Iteration 152Q: 3 clusters Score -5082620 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28831 members 
Mstep: Class 2 contains 15114 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -5082616 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28847 members 
Mstep: Class 2 contains 15098 members 
Entering Unmasked Estep 
Score: -5082621.500000 Penalty: 5302.583984
	Iteration 154Q: 3 clusters Score -5082622 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28863 members 
Mstep: Class 2 contains 15082 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -5082618 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28892 members 
Mstep: Class 2 contains 15053 members 
Entering Unmasked Estep 
Score: -5082617.500000 Penalty: 5302.583984
	Iteration 156Q: 3 clusters Score -5082618 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28927 members 
Mstep: Class 2 contains 15018 members 
Entering Unmasked Estep 
Score: -5082621.500000 Penalty: 5302.583984
	Iteration 157Q: 3 clusters Score -5082622 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28960 members 
Mstep: Class 2 contains 14985 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -5082612 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28993 members 
Mstep: Class 2 contains 14952 members 
Entering Unmasked Estep 
Score: -5082616.000000 Penalty: 5302.583984
	Iteration 159Q: 3 clusters Score -5082616 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29028 members 
Mstep: Class 2 contains 14917 members 
Entering Unmasked Estep 
Score: -5082616.500000 Penalty: 5302.583984
	Iteration 160F: 3 clusters Score -5082616 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29058 members 
Mstep: Class 2 contains 14887 members 
Entering Unmasked Estep 
Score: -5082609.500000 Penalty: 5302.583984
	Iteration 161Q: 3 clusters Score -5082610 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29101 members 
Mstep: Class 2 contains 14844 members 
Entering Unmasked Estep 
Score: -5082613.500000 Penalty: 5302.583984
	Iteration 162Q: 3 clusters Score -5082614 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29145 members 
Mstep: Class 2 contains 14800 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -5082617 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29181 members 
Mstep: Class 2 contains 14764 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -5082610 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29219 members 
Mstep: Class 2 contains 14726 members 
Entering Unmasked Estep 
Score: -5082621.000000 Penalty: 5302.583984
	Iteration 165Q: 3 clusters Score -5082621 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29254 members 
Mstep: Class 2 contains 14691 members 
Entering Unmasked Estep 
Score: -5082618.500000 Penalty: 5302.583984
	Iteration 166Q: 3 clusters Score -5082618 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29296 members 
Mstep: Class 2 contains 14649 members 
Entering Unmasked Estep 
Score: -5082628.500000 Penalty: 5302.583984
	Iteration 167Q: 3 clusters Score -5082628 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29330 members 
Mstep: Class 2 contains 14615 members 
Entering Unmasked Estep 
Score: -5082621.000000 Penalty: 5302.583984
	Iteration 168Q: 3 clusters Score -5082621 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29356 members 
Mstep: Class 2 contains 14589 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -5082620 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29387 members 
Mstep: Class 2 contains 14558 members 
Entering Unmasked Estep 
Score: -5082629.000000 Penalty: 5302.583984
	Iteration 170Q: 3 clusters Score -5082629 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29420 members 
Mstep: Class 2 contains 14525 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -5082625 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29463 members 
Mstep: Class 2 contains 14482 members 
Entering Unmasked Estep 
Score: -5082607.000000 Penalty: 5302.583984
	Iteration 172Q: 3 clusters Score -5082607 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29495 members 
Mstep: Class 2 contains 14450 members 
Entering Unmasked Estep 
Score: -5082624.000000 Penalty: 5302.583984
	Iteration 173Q: 3 clusters Score -5082624 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29528 members 
Mstep: Class 2 contains 14417 members 
Entering Unmasked Estep 
Score: -5082612.500000 Penalty: 5302.583984
	Iteration 174Q: 3 clusters Score -5082612 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29566 members 
Mstep: Class 2 contains 14379 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -5082608 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29598 members 
Mstep: Class 2 contains 14347 members 
Entering Unmasked Estep 
Score: -5082614.500000 Penalty: 5302.583984
	Iteration 176Q: 3 clusters Score -5082614 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29628 members 
Mstep: Class 2 contains 14317 members 
Entering Unmasked Estep 
Score: -5082610.500000 Penalty: 5302.583984
	Iteration 177Q: 3 clusters Score -5082610 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29656 members 
Mstep: Class 2 contains 14289 members 
Entering Unmasked Estep 
Score: -5082622.000000 Penalty: 5302.583984
	Iteration 178Q: 3 clusters Score -5082622 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29684 members 
Mstep: Class 2 contains 14261 members 
Entering Unmasked Estep 
Score: -5082625.000000 Penalty: 5302.583984
	Iteration 179Q: 3 clusters Score -5082625 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29706 members 
Mstep: Class 2 contains 14239 members 
Entering Unmasked Estep 
Score: -5082626.500000 Penalty: 5302.583984
	Iteration 180F: 3 clusters Score -5082626 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29728 members 
Mstep: Class 2 contains 14217 members 
Entering Unmasked Estep 
Score: -5082638.000000 Penalty: 5302.583984
	Iteration 181Q: 3 clusters Score -5082638 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29751 members 
Mstep: Class 2 contains 14194 members 
Entering Unmasked Estep 
Score: -5082646.000000 Penalty: 5302.583984
	Iteration 182Q: 3 clusters Score -5082646 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29777 members 
Mstep: Class 2 contains 14168 members 
Entering Unmasked Estep 
Score: -5082640.000000 Penalty: 5302.583984
	Iteration 183Q: 3 clusters Score -5082640 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29801 members 
Mstep: Class 2 contains 14144 members 
Entering Unmasked Estep 
Score: -5082642.000000 Penalty: 5302.583984
	Iteration 184Q: 3 clusters Score -5082642 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29824 members 
Mstep: Class 2 contains 14121 members 
Entering Unmasked Estep 
Score: -5082640.500000 Penalty: 5302.583984
	Iteration 185Q: 3 clusters Score -5082640 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29854 members 
Mstep: Class 2 contains 14091 members 
Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -5082646 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29877 members 
Mstep: Class 2 contains 14068 members 
Entering Unmasked Estep 
Score: -5082661.000000 Penalty: 5302.583984
	Iteration 187Q: 3 clusters Score -5082661 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29899 members 
Mstep: Class 2 contains 14046 members 
Entering Unmasked Estep 
Score: -5082667.500000 Penalty: 5302.583984
	Iteration 188Q: 3 clusters Score -5082668 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29922 members 
Mstep: Class 2 contains 14023 members 
Entering Unmasked Estep 
Score: -5082662.000000 Penalty: 5302.583984
	Iteration 189Q: 3 clusters Score -5082662 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29948 members 
Mstep: Class 2 contains 13997 members 
Entering Unmasked Estep 
Score: -5082665.500000 Penalty: 5302.583984
	Iteration 190Q: 3 clusters Score -5082666 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29976 members 
Mstep: Class 2 contains 13969 members 
Entering Unmasked Estep 
Score: -5082660.000000 Penalty: 5302.583984
	Iteration 191Q: 3 clusters Score -5082660 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29996 members 
Mstep: Class 2 contains 13949 members 
Entering Unmasked Estep 
Score: -5082673.500000 Penalty: 5302.583984
	Iteration 192Q: 3 clusters Score -5082674 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30017 members 
Mstep: Class 2 contains 13928 members 
Entering Unmasked Estep 
Score: -5082672.000000 Penalty: 5302.583984
	Iteration 193Q: 3 clusters Score -5082672 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30046 members 
Mstep: Class 2 contains 13899 members 
Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -5082672 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30070 members 
Mstep: Class 2 contains 13875 members 
Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -5082672 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30087 members 
Mstep: Class 2 contains 13858 members 
Entering Unmasked Estep 
Score: -5082670.000000 Penalty: 5302.583984
	Iteration 196Q: 3 clusters Score -5082670 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30103 members 
Mstep: Class 2 contains 13842 members 
Entering Unmasked Estep 
Score: -5082681.500000 Penalty: 5302.583984
	Iteration 197Q: 3 clusters Score -5082682 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30122 members 
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Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -5082676 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30142 members 
Mstep: Class 2 contains 13803 members 
Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -5082672 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30161 members 
Mstep: Class 2 contains 13784 members 
Entering Unmasked Estep 
Score: -5082672.000000 Penalty: 5302.583984
	Iteration 200F: 3 clusters Score -5082672 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30175 members 
Mstep: Class 2 contains 13770 members 
Entering Unmasked Estep 
Score: -5082666.500000 Penalty: 5302.583984
	Iteration 201Q: 3 clusters Score -5082666 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30198 members 
Mstep: Class 2 contains 13747 members 
Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -5082666 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30222 members 
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Entering Unmasked Estep 
Score: -5082663.000000 Penalty: 5302.583984
	Iteration 203Q: 3 clusters Score -5082663 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30247 members 
Mstep: Class 2 contains 13698 members 
Entering Unmasked Estep 
Score: -5082668.000000 Penalty: 5302.583984
	Iteration 204Q: 3 clusters Score -5082668 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30260 members 
Mstep: Class 2 contains 13685 members 
Entering Unmasked Estep 
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	Iteration 205Q: 3 clusters Score -5082665 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30274 members 
Mstep: Class 2 contains 13671 members 
Entering Unmasked Estep 
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	Iteration 206Q: 3 clusters Score -5082665 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30288 members 
Mstep: Class 2 contains 13657 members 
Entering Unmasked Estep 
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	Iteration 207Q: 3 clusters Score -5082672 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30299 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
Score: -5082677.000000 Penalty: 5302.583984
	Iteration 208Q: 3 clusters Score -5082677 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30312 members 
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Entering Unmasked Estep 
Score: -5082678.500000 Penalty: 5302.583984
	Iteration 209Q: 3 clusters Score -5082678 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30326 members 
Mstep: Class 2 contains 13619 members 
Entering Unmasked Estep 
Score: -5082680.000000 Penalty: 5302.583984
	Iteration 210Q: 3 clusters Score -5082680 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30341 members 
Mstep: Class 2 contains 13604 members 
Entering Unmasked Estep 
Score: -5082675.500000 Penalty: 5302.583984
	Iteration 211Q: 3 clusters Score -5082676 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30347 members 
Mstep: Class 2 contains 13598 members 
Entering Unmasked Estep 
Score: -5082669.000000 Penalty: 5302.583984
	Iteration 212Q: 3 clusters Score -5082669 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30351 members 
Mstep: Class 2 contains 13594 members 
Entering Unmasked Estep 
Score: -5082670.000000 Penalty: 5302.583984
	Iteration 213Q: 3 clusters Score -5082670 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30356 members 
Mstep: Class 2 contains 13589 members 
Entering Unmasked Estep 
Score: -5082664.500000 Penalty: 5302.583984
	Iteration 214Q: 3 clusters Score -5082664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30359 members 
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Entering Unmasked Estep 
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	Iteration 215Q: 3 clusters Score -5082668 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30363 members 
Mstep: Class 2 contains 13582 members 
Entering Unmasked Estep 
Score: -5082671.000000 Penalty: 5302.583984
	Iteration 216Q: 3 clusters Score -5082671 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30370 members 
Mstep: Class 2 contains 13575 members 
Entering Unmasked Estep 
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	Iteration 217Q: 3 clusters Score -5082672 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30376 members 
Mstep: Class 2 contains 13569 members 
Entering Unmasked Estep 
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	Iteration 218Q: 3 clusters Score -5082672 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30385 members 
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Entering Unmasked Estep 
Score: -5082674.500000 Penalty: 5302.583984
	Iteration 219Q: 3 clusters Score -5082674 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30392 members 
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Entering Unmasked Estep 
Score: -5082679.500000 Penalty: 5302.583984
	Iteration 220F: 3 clusters Score -5082680 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30402 members 
Mstep: Class 2 contains 13543 members 
Entering Unmasked Estep 
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	Iteration 221Q: 3 clusters Score -5082686 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30409 members 
Mstep: Class 2 contains 13536 members 
Entering Unmasked Estep 
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	Iteration 222Q: 3 clusters Score -5082686 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30417 members 
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Entering Unmasked Estep 
Score: -5082689.500000 Penalty: 5302.583984
	Iteration 223Q: 3 clusters Score -5082690 nChanged 5
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 224Q: 3 clusters Score -5082689 nChanged 5
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Mstep: Class 1 contains 30427 members 
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Entering Unmasked Estep 
Score: -5082691.000000 Penalty: 5302.583984
	Iteration 225Q: 3 clusters Score -5082691 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30432 members 
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Entering Unmasked Estep 
Score: -5082682.500000 Penalty: 5302.583984
	Iteration 226Q: 3 clusters Score -5082682 nChanged 2
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Mstep: Class 1 contains 30434 members 
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Entering Unmasked Estep 
Score: -5082683.000000 Penalty: 5302.583984
	Iteration 227Q: 3 clusters Score -5082683 nChanged 3
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Entering Unmasked Estep 
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	Iteration 228Q: 3 clusters Score -5082685 nChanged 4
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 229Q: 3 clusters Score -5082690 nChanged 3
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Mstep: Class 1 contains 30444 members 
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Entering Unmasked Estep 
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	Iteration 230Q: 3 clusters Score -5082686 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30449 members 
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Entering Unmasked Estep 
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	Iteration 231Q: 3 clusters Score -5082685 nChanged 4
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Mstep: Class 1 contains 30453 members 
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Entering Unmasked Estep 
Score: -5082684.500000 Penalty: 5302.583984
	Iteration 232Q: 3 clusters Score -5082684 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30457 members 
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Entering Unmasked Estep 
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	Iteration 233Q: 3 clusters Score -5082680 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30459 members 
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Entering Unmasked Estep 
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	Iteration 234Q: 3 clusters Score -5082674 nChanged 1
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 235Q: 3 clusters Score -5082672 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30462 members 
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Entering Unmasked Estep 
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	Iteration 236Q: 3 clusters Score -5082672 nChanged 4
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Entering Unmasked Estep 
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	Iteration 237Q: 3 clusters Score -5082673 nChanged 4
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Entering Unmasked Estep 
Score: -5082676.000000 Penalty: 5302.583984
	Iteration 238Q: 3 clusters Score -5082676 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30476 members 
Mstep: Class 2 contains 13469 members 
Entering Unmasked Estep 
Score: -5082678.000000 Penalty: 5302.583984
	Iteration 239Q: 3 clusters Score -5082678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30480 members 
Mstep: Class 2 contains 13465 members 
Entering Unmasked Estep 
Score: -5082677.500000 Penalty: 5302.583984
	Iteration 240F: 3 clusters Score -5082678 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Entering Unmasked Estep 
Score: -442585.312500 Penalty: 2049.817627
	Iteration 0F: 2 clusters Score -442585.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -438785.062500 Penalty: 4099.635254
	Iteration 0F: 3 clusters Score -438785.1 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -439694.843750 Penalty: 4099.635254
	Iteration 1F: 3 clusters Score -439694.8 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -439934.312500 Penalty: 4099.635254
	Iteration 2F: 3 clusters Score -439934.3 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -440104.031250 Penalty: 4099.635254
	Iteration 3F: 3 clusters Score -440104 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -440251.093750 Penalty: 4099.635254
	Iteration 4F: 3 clusters Score -440251.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -440383.125000 Penalty: 4099.635254
	Iteration 5Q: 3 clusters Score -440383.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -440508.437500 Penalty: 4099.635254
	Iteration 6Q: 3 clusters Score -440508.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -440655.187500 Penalty: 4099.635254
	Iteration 7Q: 3 clusters Score -440655.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -440825.843750 Penalty: 4099.635254
	Iteration 8Q: 3 clusters Score -440825.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -440977.218750 Penalty: 4099.635254
	Iteration 9Q: 3 clusters Score -440977.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -441088.968750 Penalty: 4099.635254
	Iteration 10Q: 3 clusters Score -441089 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -441174.718750 Penalty: 4099.635254
	Iteration 11Q: 3 clusters Score -441174.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -441233.031250 Penalty: 4099.635254
	Iteration 12Q: 3 clusters Score -441233 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -441281.312500 Penalty: 4099.635254
	Iteration 13Q: 3 clusters Score -441281.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -441326.218750 Penalty: 4099.635254
	Iteration 14Q: 3 clusters Score -441326.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -441353.250000 Penalty: 4099.635254
	Iteration 15Q: 3 clusters Score -441353.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -441366.937500 Penalty: 4099.635254
	Iteration 16Q: 3 clusters Score -441366.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -441375.343750 Penalty: 4099.635254
	Iteration 17Q: 3 clusters Score -441375.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -441381.125000 Penalty: 4099.635254
	Iteration 18Q: 3 clusters Score -441381.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -441382.437500 Penalty: 4099.635254
	Iteration 19Q: 3 clusters Score -441382.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -441382.437500 Penalty: 4099.635254
	Iteration 20F: 3 clusters Score -441382.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (215086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215086 members 
Entering Unmasked Estep 
Score: -25970668.000000 Penalty: 3045.140625
	Iteration 0F: 2 clusters Score -2.597067e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107639 members 
Mstep: Class 2 contains 107447 members 
Entering Unmasked Estep 
Score: -25839834.000000 Penalty: 6090.281250
	Iteration 0F: 3 clusters Score -2.583983e+07 nChanged 103353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110286 members 
Mstep: Class 2 contains 104800 members 
Entering Unmasked Estep 
Score: -25900634.000000 Penalty: 6090.281250
	Iteration 1F: 3 clusters Score -2.590063e+07 nChanged 5687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111847 members 
Mstep: Class 2 contains 103239 members 
Entering Unmasked Estep 
Score: -25901954.000000 Penalty: 6090.281250
	Iteration 2Q: 3 clusters Score -2.590195e+07 nChanged 6257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114322 members 
Mstep: Class 2 contains 100764 members 
Entering Unmasked Estep 
Score: -25903588.000000 Penalty: 6090.281250
	Iteration 3Q: 3 clusters Score -2.590359e+07 nChanged 7217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117969 members 
Mstep: Class 2 contains 97117 members 
Entering Unmasked Estep 
Score: -25906360.000000 Penalty: 6090.281250
	Iteration 4Q: 3 clusters Score -2.590636e+07 nChanged 8347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123026 members 
Mstep: Class 2 contains 92060 members 
Entering Unmasked Estep 
Score: -25909792.000000 Penalty: 6090.281250
	Iteration 5Q: 3 clusters Score -2.590979e+07 nChanged 10129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129891 members 
Mstep: Class 2 contains 85195 members 
Entering Unmasked Estep 
Score: -25915064.000000 Penalty: 6090.281250
	Iteration 6Q: 3 clusters Score -2.591506e+07 nChanged 11966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138491 members 
Mstep: Class 2 contains 76595 members 
Entering Unmasked Estep 
Score: -25922510.000000 Penalty: 6090.281250
	Iteration 7F: 3 clusters Score -2.592251e+07 nChanged 13385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147996 members 
Mstep: Class 2 contains 67090 members 
Entering Unmasked Estep 
Score: -25933578.000000 Penalty: 6090.281250
	Iteration 8F: 3 clusters Score -2.593358e+07 nChanged 13804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156652 members 
Mstep: Class 2 contains 58434 members 
Entering Unmasked Estep 
Score: -25945598.000000 Penalty: 6090.281250
	Iteration 9F: 3 clusters Score -2.59456e+07 nChanged 12253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162371 members 
Mstep: Class 2 contains 52715 members 
Entering Unmasked Estep 
Score: -25955282.000000 Penalty: 6090.281250
	Iteration 10F: 3 clusters Score -2.595528e+07 nChanged 9209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165968 members 
Mstep: Class 2 contains 49118 members 
Entering Unmasked Estep 
Score: -25960038.000000 Penalty: 6090.281250
	Iteration 11Q: 3 clusters Score -2.596004e+07 nChanged 5640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168912 members 
Mstep: Class 2 contains 46174 members 
Entering Unmasked Estep 
Score: -25961658.000000 Penalty: 6090.281250
	Iteration 12Q: 3 clusters Score -2.596166e+07 nChanged 3776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171544 members 
Mstep: Class 2 contains 43542 members 
Entering Unmasked Estep 
Score: -25962418.000000 Penalty: 6090.281250
	Iteration 13Q: 3 clusters Score -2.596242e+07 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173964 members 
Mstep: Class 2 contains 41122 members 
Entering Unmasked Estep 
Score: -25962902.000000 Penalty: 6090.281250
	Iteration 14Q: 3 clusters Score -2.59629e+07 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176088 members 
Mstep: Class 2 contains 38998 members 
Entering Unmasked Estep 
Score: -25963226.000000 Penalty: 6090.281250
	Iteration 15Q: 3 clusters Score -2.596323e+07 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178016 members 
Mstep: Class 2 contains 37070 members 
Entering Unmasked Estep 
Score: -25963366.000000 Penalty: 6090.281250
	Iteration 16Q: 3 clusters Score -2.596337e+07 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179779 members 
Mstep: Class 2 contains 35307 members 
Entering Unmasked Estep 
Score: -25963478.000000 Penalty: 6090.281250
	Iteration 17Q: 3 clusters Score -2.596348e+07 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181371 members 
Mstep: Class 2 contains 33715 members 
Entering Unmasked Estep 
Score: -25963676.000000 Penalty: 6090.281250
	Iteration 18Q: 3 clusters Score -2.596368e+07 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182867 members 
Mstep: Class 2 contains 32219 members 
Entering Unmasked Estep 
Score: -25963690.000000 Penalty: 6090.281250
	Iteration 19Q: 3 clusters Score -2.596369e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184212 members 
Mstep: Class 2 contains 30874 members 
Entering Unmasked Estep 
Score: -25963730.000000 Penalty: 6090.281250
	Iteration 20F: 3 clusters Score -2.596373e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185519 members 
Mstep: Class 2 contains 29567 members 
Entering Unmasked Estep 
Score: -25963780.000000 Penalty: 6090.281250
	Iteration 21Q: 3 clusters Score -2.596378e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186764 members 
Mstep: Class 2 contains 28322 members 
Entering Unmasked Estep 
Score: -25963882.000000 Penalty: 6090.281250
	Iteration 22Q: 3 clusters Score -2.596388e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187933 members 
Mstep: Class 2 contains 27153 members 
Entering Unmasked Estep 
Score: -25963796.000000 Penalty: 6090.281250
	Iteration 23Q: 3 clusters Score -2.59638e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189006 members 
Mstep: Class 2 contains 26080 members 
Entering Unmasked Estep 
Score: -25963788.000000 Penalty: 6090.281250
	Iteration 24Q: 3 clusters Score -2.596379e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190022 members 
Mstep: Class 2 contains 25064 members 
Entering Unmasked Estep 
Score: -25963916.000000 Penalty: 6090.281250
	Iteration 25Q: 3 clusters Score -2.596392e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191003 members 
Mstep: Class 2 contains 24083 members 
Entering Unmasked Estep 
Score: -25963906.000000 Penalty: 6090.281250
	Iteration 26Q: 3 clusters Score -2.596391e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191957 members 
Mstep: Class 2 contains 23129 members 
Entering Unmasked Estep 
Score: -25964044.000000 Penalty: 6090.281250
	Iteration 27Q: 3 clusters Score -2.596404e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192897 members 
Mstep: Class 2 contains 22189 members 
Entering Unmasked Estep 
Score: -25964072.000000 Penalty: 6090.281250
	Iteration 28Q: 3 clusters Score -2.596407e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193793 members 
Mstep: Class 2 contains 21293 members 
Entering Unmasked Estep 
Score: -25964088.000000 Penalty: 6090.281250
	Iteration 29Q: 3 clusters Score -2.596409e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194697 members 
Mstep: Class 2 contains 20389 members 
Entering Unmasked Estep 
Score: -25964176.000000 Penalty: 6090.281250
	Iteration 30Q: 3 clusters Score -2.596418e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195606 members 
Mstep: Class 2 contains 19480 members 
Entering Unmasked Estep 
Score: -25964250.000000 Penalty: 6090.281250
	Iteration 31Q: 3 clusters Score -2.596425e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196535 members 
Mstep: Class 2 contains 18551 members 
Entering Unmasked Estep 
Score: -25964416.000000 Penalty: 6090.281250
	Iteration 32Q: 3 clusters Score -2.596442e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197440 members 
Mstep: Class 2 contains 17646 members 
Entering Unmasked Estep 
Score: -25964498.000000 Penalty: 6090.281250
	Iteration 33Q: 3 clusters Score -2.59645e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198359 members 
Mstep: Class 2 contains 16727 members 
Entering Unmasked Estep 
Score: -25964652.000000 Penalty: 6090.281250
	Iteration 34Q: 3 clusters Score -2.596465e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199287 members 
Mstep: Class 2 contains 15799 members 
Entering Unmasked Estep 
Score: -25964768.000000 Penalty: 6090.281250
	Iteration 35Q: 3 clusters Score -2.596477e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200179 members 
Mstep: Class 2 contains 14907 members 
Entering Unmasked Estep 
Score: -25964954.000000 Penalty: 6090.281250
	Iteration 36Q: 3 clusters Score -2.596495e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201083 members 
Mstep: Class 2 contains 14003 members 
Entering Unmasked Estep 
Score: -25965210.000000 Penalty: 6090.281250
	Iteration 37Q: 3 clusters Score -2.596521e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201980 members 
Mstep: Class 2 contains 13106 members 
Entering Unmasked Estep 
Score: -25965432.000000 Penalty: 6090.281250
	Iteration 38Q: 3 clusters Score -2.596543e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202788 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -25965694.000000 Penalty: 6090.281250
	Iteration 39Q: 3 clusters Score -2.596569e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203564 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -25965810.000000 Penalty: 6090.281250
	Iteration 40F: 3 clusters Score -2.596581e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204311 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -25965906.000000 Penalty: 6090.281250
	Iteration 41Q: 3 clusters Score -2.596591e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205057 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -25966080.000000 Penalty: 6090.281250
	Iteration 42Q: 3 clusters Score -2.596608e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205782 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -25966236.000000 Penalty: 6090.281250
	Iteration 43Q: 3 clusters Score -2.596624e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206437 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -25966430.000000 Penalty: 6090.281250
	Iteration 44Q: 3 clusters Score -2.596643e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207051 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -25966622.000000 Penalty: 6090.281250
	Iteration 45Q: 3 clusters Score -2.596662e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207644 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -25966812.000000 Penalty: 6090.281250
	Iteration 46Q: 3 clusters Score -2.596681e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208188 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -25966942.000000 Penalty: 6090.281250
	Iteration 47Q: 3 clusters Score -2.596694e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208727 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -25967080.000000 Penalty: 6090.281250
	Iteration 48Q: 3 clusters Score -2.596708e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209224 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -25967194.000000 Penalty: 6090.281250
	Iteration 49Q: 3 clusters Score -2.596719e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209658 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -25967408.000000 Penalty: 6090.281250
	Iteration 50Q: 3 clusters Score -2.596741e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210061 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -25967532.000000 Penalty: 6090.281250
	Iteration 51Q: 3 clusters Score -2.596753e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210453 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -25967624.000000 Penalty: 6090.281250
	Iteration 52Q: 3 clusters Score -2.596762e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210795 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -25967690.000000 Penalty: 6090.281250
	Iteration 53Q: 3 clusters Score -2.596769e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211075 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -25967798.000000 Penalty: 6090.281250
	Iteration 54Q: 3 clusters Score -2.59678e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211294 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -25967932.000000 Penalty: 6090.281250
	Iteration 55Q: 3 clusters Score -2.596793e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211501 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -25967972.000000 Penalty: 6090.281250
	Iteration 56Q: 3 clusters Score -2.596797e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211672 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -25968022.000000 Penalty: 6090.281250
	Iteration 57Q: 3 clusters Score -2.596802e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211809 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -25968064.000000 Penalty: 6090.281250
	Iteration 58Q: 3 clusters Score -2.596806e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211916 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -25968110.000000 Penalty: 6090.281250
	Iteration 59Q: 3 clusters Score -2.596811e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212034 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -25968142.000000 Penalty: 6090.281250
	Iteration 60F: 3 clusters Score -2.596814e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212133 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -25968178.000000 Penalty: 6090.281250
	Iteration 61Q: 3 clusters Score -2.596818e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212223 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -25968192.000000 Penalty: 6090.281250
	Iteration 62Q: 3 clusters Score -2.596819e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212296 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -25968242.000000 Penalty: 6090.281250
	Iteration 63Q: 3 clusters Score -2.596824e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212367 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -25968272.000000 Penalty: 6090.281250
	Iteration 64Q: 3 clusters Score -2.596827e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212436 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -25968288.000000 Penalty: 6090.281250
	Iteration 65Q: 3 clusters Score -2.596829e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212484 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -25968340.000000 Penalty: 6090.281250
	Iteration 66Q: 3 clusters Score -2.596834e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212528 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -25968370.000000 Penalty: 6090.281250
	Iteration 67Q: 3 clusters Score -2.596837e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212563 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -25968354.000000 Penalty: 6090.281250
	Iteration 68Q: 3 clusters Score -2.596835e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212591 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -25968358.000000 Penalty: 6090.281250
	Iteration 69Q: 3 clusters Score -2.596836e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212622 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -25968388.000000 Penalty: 6090.281250
	Iteration 70Q: 3 clusters Score -2.596839e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212662 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -25968394.000000 Penalty: 6090.281250
	Iteration 71Q: 3 clusters Score -2.596839e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212687 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -25968396.000000 Penalty: 6090.281250
	Iteration 72Q: 3 clusters Score -2.59684e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212720 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -25968410.000000 Penalty: 6090.281250
	Iteration 73Q: 3 clusters Score -2.596841e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212756 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -25968428.000000 Penalty: 6090.281250
	Iteration 74Q: 3 clusters Score -2.596843e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212783 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -25968434.000000 Penalty: 6090.281250
	Iteration 75Q: 3 clusters Score -2.596843e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212810 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -25968466.000000 Penalty: 6090.281250
	Iteration 76Q: 3 clusters Score -2.596847e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212842 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -25968494.000000 Penalty: 6090.281250
	Iteration 77Q: 3 clusters Score -2.596849e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212867 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -25968516.000000 Penalty: 6090.281250
	Iteration 78Q: 3 clusters Score -2.596852e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212892 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -25968494.000000 Penalty: 6090.281250
	Iteration 79Q: 3 clusters Score -2.596849e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212911 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -25968508.000000 Penalty: 6090.281250
	Iteration 80F: 3 clusters Score -2.596851e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212928 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -25968482.000000 Penalty: 6090.281250
	Iteration 81Q: 3 clusters Score -2.596848e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212938 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -25968484.000000 Penalty: 6090.281250
	Iteration 82Q: 3 clusters Score -2.596848e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212949 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -25968496.000000 Penalty: 6090.281250
	Iteration 83Q: 3 clusters Score -2.59685e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212954 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -25968504.000000 Penalty: 6090.281250
	Iteration 84Q: 3 clusters Score -2.59685e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212960 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -25968502.000000 Penalty: 6090.281250
	Iteration 85Q: 3 clusters Score -2.59685e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212966 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -25968498.000000 Penalty: 6090.281250
	Iteration 86Q: 3 clusters Score -2.59685e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212977 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -25968536.000000 Penalty: 6090.281250
	Iteration 87Q: 3 clusters Score -2.596854e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212988 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -25968512.000000 Penalty: 6090.281250
	Iteration 88Q: 3 clusters Score -2.596851e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212995 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -25968524.000000 Penalty: 6090.281250
	Iteration 89Q: 3 clusters Score -2.596852e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213002 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -25968494.000000 Penalty: 6090.281250
	Iteration 90Q: 3 clusters Score -2.596849e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213010 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -25968516.000000 Penalty: 6090.281250
	Iteration 91Q: 3 clusters Score -2.596852e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213021 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -25968518.000000 Penalty: 6090.281250
	Iteration 92Q: 3 clusters Score -2.596852e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213030 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -25968544.000000 Penalty: 6090.281250
	Iteration 93Q: 3 clusters Score -2.596854e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213037 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -25968522.000000 Penalty: 6090.281250
	Iteration 94Q: 3 clusters Score -2.596852e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213038 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -25968510.000000 Penalty: 6090.281250
	Iteration 95Q: 3 clusters Score -2.596851e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213046 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -25968522.000000 Penalty: 6090.281250
	Iteration 96Q: 3 clusters Score -2.596852e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213049 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -25968520.000000 Penalty: 6090.281250
	Iteration 97Q: 3 clusters Score -2.596852e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213055 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -25968514.000000 Penalty: 6090.281250
	Iteration 98Q: 3 clusters Score -2.596851e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213062 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -25968514.000000 Penalty: 6090.281250
	Iteration 99Q: 3 clusters Score -2.596851e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213068 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -25968528.000000 Penalty: 6090.281250
	Iteration 100F: 3 clusters Score -2.596853e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213070 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -25968518.000000 Penalty: 6090.281250
	Iteration 101Q: 3 clusters Score -2.596852e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213075 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -25968536.000000 Penalty: 6090.281250
	Iteration 102Q: 3 clusters Score -2.596854e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213083 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -25968532.000000 Penalty: 6090.281250
	Iteration 103Q: 3 clusters Score -2.596853e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213091 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -25968534.000000 Penalty: 6090.281250
	Iteration 104Q: 3 clusters Score -2.596853e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213096 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -25968512.000000 Penalty: 6090.281250
	Iteration 105Q: 3 clusters Score -2.596851e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213100 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -25968522.000000 Penalty: 6090.281250
	Iteration 106Q: 3 clusters Score -2.596852e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213103 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -25968514.000000 Penalty: 6090.281250
	Iteration 107Q: 3 clusters Score -2.596851e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213106 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -25968520.000000 Penalty: 6090.281250
	Iteration 108Q: 3 clusters Score -2.596852e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213110 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -25968520.000000 Penalty: 6090.281250
	Iteration 109Q: 3 clusters Score -2.596852e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213116 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -25968530.000000 Penalty: 6090.281250
	Iteration 110Q: 3 clusters Score -2.596853e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213123 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -25968544.000000 Penalty: 6090.281250
	Iteration 111Q: 3 clusters Score -2.596854e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213133 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -25968522.000000 Penalty: 6090.281250
	Iteration 112Q: 3 clusters Score -2.596852e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213150 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -25968522.000000 Penalty: 6090.281250
	Iteration 113Q: 3 clusters Score -2.596852e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213156 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -25968532.000000 Penalty: 6090.281250
	Iteration 114Q: 3 clusters Score -2.596853e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213161 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -25968558.000000 Penalty: 6090.281250
	Iteration 115Q: 3 clusters Score -2.596856e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213168 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -25968548.000000 Penalty: 6090.281250
	Iteration 116Q: 3 clusters Score -2.596855e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213171 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -25968564.000000 Penalty: 6090.281250
	Iteration 117Q: 3 clusters Score -2.596856e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213174 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -25968558.000000 Penalty: 6090.281250
	Iteration 118Q: 3 clusters Score -2.596856e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213177 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -25968546.000000 Penalty: 6090.281250
	Iteration 119Q: 3 clusters Score -2.596855e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213179 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -25968550.000000 Penalty: 6090.281250
	Iteration 120F: 3 clusters Score -2.596855e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213185 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -25968554.000000 Penalty: 6090.281250
	Iteration 121Q: 3 clusters Score -2.596855e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213186 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -25968572.000000 Penalty: 6090.281250
	Iteration 122Q: 3 clusters Score -2.596857e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213187 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -25968578.000000 Penalty: 6090.281250
	Iteration 123Q: 3 clusters Score -2.596858e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213188 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -25968588.000000 Penalty: 6090.281250
	Iteration 124Q: 3 clusters Score -2.596859e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213188 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -25968580.000000 Penalty: 6090.281250
	Iteration 125Q: 3 clusters Score -2.596858e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213188 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -25968580.000000 Penalty: 6090.281250
	Iteration 126F: 3 clusters Score -2.596858e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (8390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Entering Unmasked Estep 
Score: -879975.187500 Penalty: 2240.629395
	Iteration 0F: 2 clusters Score -879975.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -873255.562500 Penalty: 4481.258789
	Iteration 0F: 3 clusters Score -873255.6 nChanged 3472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -875237.812500 Penalty: 4481.258789
	Iteration 1F: 3 clusters Score -875237.8 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -875606.437500 Penalty: 4481.258789
	Iteration 2F: 3 clusters Score -875606.4 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -875840.250000 Penalty: 4481.258789
	Iteration 3F: 3 clusters Score -875840.2 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -876022.750000 Penalty: 4481.258789
	Iteration 4Q: 3 clusters Score -876022.8 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -876184.437500 Penalty: 4481.258789
	Iteration 5Q: 3 clusters Score -876184.4 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -876323.000000 Penalty: 4481.258789
	Iteration 6Q: 3 clusters Score -876323 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -876470.750000 Penalty: 4481.258789
	Iteration 7Q: 3 clusters Score -876470.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -876605.812500 Penalty: 4481.258789
	Iteration 8Q: 3 clusters Score -876605.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -876762.062500 Penalty: 4481.258789
	Iteration 9Q: 3 clusters Score -876762.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -876917.375000 Penalty: 4481.258789
	Iteration 10Q: 3 clusters Score -876917.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -877063.812500 Penalty: 4481.258789
	Iteration 11Q: 3 clusters Score -877063.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -877193.687500 Penalty: 4481.258789
	Iteration 12Q: 3 clusters Score -877193.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -877315.375000 Penalty: 4481.258789
	Iteration 13Q: 3 clusters Score -877315.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -877419.187500 Penalty: 4481.258789
	Iteration 14Q: 3 clusters Score -877419.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -877495.812500 Penalty: 4481.258789
	Iteration 15Q: 3 clusters Score -877495.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -877559.937500 Penalty: 4481.258789
	Iteration 16Q: 3 clusters Score -877559.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -877630.062500 Penalty: 4481.258789
	Iteration 17Q: 3 clusters Score -877630.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -877686.750000 Penalty: 4481.258789
	Iteration 18Q: 3 clusters Score -877686.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -877741.687500 Penalty: 4481.258789
	Iteration 19Q: 3 clusters Score -877741.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -877807.937500 Penalty: 4481.258789
	Iteration 20F: 3 clusters Score -877807.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -877864.750000 Penalty: 4481.258789
	Iteration 21Q: 3 clusters Score -877864.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -877906.125000 Penalty: 4481.258789
	Iteration 22Q: 3 clusters Score -877906.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -877945.125000 Penalty: 4481.258789
	Iteration 23Q: 3 clusters Score -877945.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -877970.250000 Penalty: 4481.258789
	Iteration 24Q: 3 clusters Score -877970.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -877996.937500 Penalty: 4481.258789
	Iteration 25Q: 3 clusters Score -877996.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -878028.687500 Penalty: 4481.258789
	Iteration 26Q: 3 clusters Score -878028.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -878056.000000 Penalty: 4481.258789
	Iteration 27Q: 3 clusters Score -878056 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -878076.812500 Penalty: 4481.258789
	Iteration 28Q: 3 clusters Score -878076.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -878092.250000 Penalty: 4481.258789
	Iteration 29Q: 3 clusters Score -878092.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -878105.937500 Penalty: 4481.258789
	Iteration 30Q: 3 clusters Score -878105.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -878119.625000 Penalty: 4481.258789
	Iteration 31Q: 3 clusters Score -878119.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -878131.562500 Penalty: 4481.258789
	Iteration 32Q: 3 clusters Score -878131.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -878139.437500 Penalty: 4481.258789
	Iteration 33Q: 3 clusters Score -878139.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -878148.062500 Penalty: 4481.258789
	Iteration 34Q: 3 clusters Score -878148.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -878154.500000 Penalty: 4481.258789
	Iteration 35Q: 3 clusters Score -878154.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -878162.875000 Penalty: 4481.258789
	Iteration 36Q: 3 clusters Score -878162.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -878166.125000 Penalty: 4481.258789
	Iteration 37Q: 3 clusters Score -878166.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -878168.125000 Penalty: 4481.258789
	Iteration 38Q: 3 clusters Score -878168.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -878174.312500 Penalty: 4481.258789
	Iteration 39Q: 3 clusters Score -878174.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -878177.875000 Penalty: 4481.258789
	Iteration 40F: 3 clusters Score -878177.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -878182.875000 Penalty: 4481.258789
	Iteration 41Q: 3 clusters Score -878182.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -878185.062500 Penalty: 4481.258789
	Iteration 42Q: 3 clusters Score -878185.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -878189.500000 Penalty: 4481.258789
	Iteration 43Q: 3 clusters Score -878189.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -878190.750000 Penalty: 4481.258789
	Iteration 44Q: 3 clusters Score -878190.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -878193.375000 Penalty: 4481.258789
	Iteration 45Q: 3 clusters Score -878193.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -878195.687500 Penalty: 4481.258789
	Iteration 46Q: 3 clusters Score -878195.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -878195.687500 Penalty: 4481.258789
	Iteration 47F: 3 clusters Score -878195.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (69073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69073 members 
Entering Unmasked Estep 
Score: -7508642.000000 Penalty: 2763.444092
	Iteration 0F: 2 clusters Score -7508642 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34610 members 
Mstep: Class 2 contains 34463 members 
Entering Unmasked Estep 
Score: -7462369.000000 Penalty: 5526.888184
	Iteration 0F: 3 clusters Score -7462369 nChanged 32359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35907 members 
Mstep: Class 2 contains 33166 members 
Entering Unmasked Estep 
Score: -7481041.000000 Penalty: 5526.888184
	Iteration 1F: 3 clusters Score -7481041 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36712 members 
Mstep: Class 2 contains 32361 members 
Entering Unmasked Estep 
Score: -7482337.000000 Penalty: 5526.888184
	Iteration 2Q: 3 clusters Score -7482337 nChanged 3452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37868 members 
Mstep: Class 2 contains 31205 members 
Entering Unmasked Estep 
Score: -7483832.500000 Penalty: 5526.888184
	Iteration 3Q: 3 clusters Score -7483832 nChanged 3741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39511 members 
Mstep: Class 2 contains 29562 members 
Entering Unmasked Estep 
Score: -7485773.000000 Penalty: 5526.888184
	Iteration 4F: 3 clusters Score -7485773 nChanged 4124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41679 members 
Mstep: Class 2 contains 27394 members 
Entering Unmasked Estep 
Score: -7487970.000000 Penalty: 5526.888184
	Iteration 5F: 3 clusters Score -7487970 nChanged 4180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44313 members 
Mstep: Class 2 contains 24760 members 
Entering Unmasked Estep 
Score: -7490482.000000 Penalty: 5526.888184
	Iteration 6F: 3 clusters Score -7490482 nChanged 4034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47169 members 
Mstep: Class 2 contains 21904 members 
Entering Unmasked Estep 
Score: -7493022.000000 Penalty: 5526.888184
	Iteration 7F: 3 clusters Score -7493022 nChanged 3697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49946 members 
Mstep: Class 2 contains 19127 members 
Entering Unmasked Estep 
Score: -7495459.500000 Penalty: 5526.888184
	Iteration 8F: 3 clusters Score -7495460 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52518 members 
Mstep: Class 2 contains 16555 members 
Entering Unmasked Estep 
Score: -7497487.500000 Penalty: 5526.888184
	Iteration 9Q: 3 clusters Score -7497488 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54806 members 
Mstep: Class 2 contains 14267 members 
Entering Unmasked Estep 
Score: -7499335.000000 Penalty: 5526.888184
	Iteration 10Q: 3 clusters Score -7499335 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56795 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -7500787.000000 Penalty: 5526.888184
	Iteration 11Q: 3 clusters Score -7500787 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58460 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -7501952.000000 Penalty: 5526.888184
	Iteration 12Q: 3 clusters Score -7501952 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59789 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -7502822.000000 Penalty: 5526.888184
	Iteration 13Q: 3 clusters Score -7502822 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60976 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -7503472.000000 Penalty: 5526.888184
	Iteration 14Q: 3 clusters Score -7503472 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62047 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -7504032.000000 Penalty: 5526.888184
	Iteration 15Q: 3 clusters Score -7504032 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62934 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -7504525.000000 Penalty: 5526.888184
	Iteration 16Q: 3 clusters Score -7504525 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63737 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -7504882.000000 Penalty: 5526.888184
	Iteration 17Q: 3 clusters Score -7504882 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64436 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -7505210.000000 Penalty: 5526.888184
	Iteration 18Q: 3 clusters Score -7505210 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65045 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -7505526.500000 Penalty: 5526.888184
	Iteration 19Q: 3 clusters Score -7505526 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65530 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -7505742.500000 Penalty: 5526.888184
	Iteration 20F: 3 clusters Score -7505742 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65938 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -7505974.500000 Penalty: 5526.888184
	Iteration 21Q: 3 clusters Score -7505974 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66289 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -7506127.500000 Penalty: 5526.888184
	Iteration 22Q: 3 clusters Score -7506128 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66554 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -7506226.500000 Penalty: 5526.888184
	Iteration 23Q: 3 clusters Score -7506226 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66772 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -7506330.500000 Penalty: 5526.888184
	Iteration 24Q: 3 clusters Score -7506330 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66939 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -7506400.500000 Penalty: 5526.888184
	Iteration 25Q: 3 clusters Score -7506400 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67076 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -7506453.500000 Penalty: 5526.888184
	Iteration 26Q: 3 clusters Score -7506454 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67184 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -7506512.500000 Penalty: 5526.888184
	Iteration 27Q: 3 clusters Score -7506512 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67277 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -7506558.000000 Penalty: 5526.888184
	Iteration 28Q: 3 clusters Score -7506558 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67346 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -7506585.000000 Penalty: 5526.888184
	Iteration 29Q: 3 clusters Score -7506585 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67416 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -7506597.500000 Penalty: 5526.888184
	Iteration 30Q: 3 clusters Score -7506598 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67465 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -7506630.000000 Penalty: 5526.888184
	Iteration 31Q: 3 clusters Score -7506630 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67505 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -7506640.500000 Penalty: 5526.888184
	Iteration 32Q: 3 clusters Score -7506640 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67543 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -7506661.000000 Penalty: 5526.888184
	Iteration 33Q: 3 clusters Score -7506661 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67573 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -7506697.500000 Penalty: 5526.888184
	Iteration 34Q: 3 clusters Score -7506698 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67592 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -7506723.000000 Penalty: 5526.888184
	Iteration 35Q: 3 clusters Score -7506723 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67614 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -7506725.500000 Penalty: 5526.888184
	Iteration 36Q: 3 clusters Score -7506726 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67623 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -7506741.500000 Penalty: 5526.888184
	Iteration 37Q: 3 clusters Score -7506742 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67636 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -7506748.000000 Penalty: 5526.888184
	Iteration 38Q: 3 clusters Score -7506748 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67645 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -7506754.500000 Penalty: 5526.888184
	Iteration 39Q: 3 clusters Score -7506754 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67649 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -7506761.500000 Penalty: 5526.888184
	Iteration 40F: 3 clusters Score -7506762 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67654 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -7506764.000000 Penalty: 5526.888184
	Iteration 41Q: 3 clusters Score -7506764 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67655 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -7506761.000000 Penalty: 5526.888184
	Iteration 42Q: 3 clusters Score -7506761 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67657 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -7506765.500000 Penalty: 5526.888184
	Iteration 43Q: 3 clusters Score -7506766 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67661 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -7506769.000000 Penalty: 5526.888184
	Iteration 44Q: 3 clusters Score -7506769 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67668 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -7506759.000000 Penalty: 5526.888184
	Iteration 45Q: 3 clusters Score -7506759 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67671 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -7506770.000000 Penalty: 5526.888184
	Iteration 46Q: 3 clusters Score -7506770 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67678 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -7506771.500000 Penalty: 5526.888184
	Iteration 47Q: 3 clusters Score -7506772 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67689 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -7506768.500000 Penalty: 5526.888184
	Iteration 48Q: 3 clusters Score -7506768 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67696 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -7506778.000000 Penalty: 5526.888184
	Iteration 49Q: 3 clusters Score -7506778 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67706 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -7506777.000000 Penalty: 5526.888184
	Iteration 50Q: 3 clusters Score -7506777 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67715 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -7506781.000000 Penalty: 5526.888184
	Iteration 51Q: 3 clusters Score -7506781 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67721 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -7506789.500000 Penalty: 5526.888184
	Iteration 52Q: 3 clusters Score -7506790 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67723 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -7506785.500000 Penalty: 5526.888184
	Iteration 53Q: 3 clusters Score -7506786 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67728 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -7506781.500000 Penalty: 5526.888184
	Iteration 54Q: 3 clusters Score -7506782 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67731 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -7506784.000000 Penalty: 5526.888184
	Iteration 55Q: 3 clusters Score -7506784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67731 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -7506789.000000 Penalty: 5526.888184
	Iteration 56Q: 3 clusters Score -7506789 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67732 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -7506790.000000 Penalty: 5526.888184
	Iteration 57Q: 3 clusters Score -7506790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67736 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -7506797.500000 Penalty: 5526.888184
	Iteration 58Q: 3 clusters Score -7506798 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67741 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -7506785.500000 Penalty: 5526.888184
	Iteration 59Q: 3 clusters Score -7506786 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67744 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -7506795.500000 Penalty: 5526.888184
	Iteration 60F: 3 clusters Score -7506796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67746 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -7506798.000000 Penalty: 5526.888184
	Iteration 61Q: 3 clusters Score -7506798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67745 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -7506798.000000 Penalty: 5526.888184
	Iteration 62Q: 3 clusters Score -7506798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67746 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -7506800.000000 Penalty: 5526.888184
	Iteration 63Q: 3 clusters Score -7506800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67747 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -7506808.000000 Penalty: 5526.888184
	Iteration 64Q: 3 clusters Score -7506808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67750 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -7506798.500000 Penalty: 5526.888184
	Iteration 65Q: 3 clusters Score -7506798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67751 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -7506803.500000 Penalty: 5526.888184
	Iteration 66Q: 3 clusters Score -7506804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67753 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -7506806.500000 Penalty: 5526.888184
	Iteration 67Q: 3 clusters Score -7506806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67754 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -7506805.000000 Penalty: 5526.888184
	Iteration 68Q: 3 clusters Score -7506805 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67754 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -7506805.000000 Penalty: 5526.888184
	Iteration 69F: 3 clusters Score -7506805 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (42270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42270 members 
Entering Unmasked Estep 
Score: -4938347.500000 Penalty: 2641.654541
	Iteration 0F: 2 clusters Score -4938348 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20964 members 
Mstep: Class 2 contains 21306 members 
Entering Unmasked Estep 
Score: -4909895.000000 Penalty: 5283.309082
	Iteration 0F: 3 clusters Score -4909895 nChanged 19307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19697 members 
Mstep: Class 2 contains 22573 members 
Entering Unmasked Estep 
Score: -4920607.000000 Penalty: 5283.309082
	Iteration 1F: 3 clusters Score -4920607 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18842 members 
Mstep: Class 2 contains 23428 members 
Entering Unmasked Estep 
Score: -4921408.000000 Penalty: 5283.309082
	Iteration 2Q: 3 clusters Score -4921408 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17567 members 
Mstep: Class 2 contains 24703 members 
Entering Unmasked Estep 
Score: -4922424.000000 Penalty: 5283.309082
	Iteration 3F: 3 clusters Score -4922424 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15793 members 
Mstep: Class 2 contains 26477 members 
Entering Unmasked Estep 
Score: -4923811.500000 Penalty: 5283.309082
	Iteration 4F: 3 clusters Score -4923812 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13519 members 
Mstep: Class 2 contains 28751 members 
Entering Unmasked Estep 
Score: -4925789.500000 Penalty: 5283.309082
	Iteration 5F: 3 clusters Score -4925790 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 31502 members 
Entering Unmasked Estep 
Score: -4928253.000000 Penalty: 5283.309082
	Iteration 6F: 3 clusters Score -4928253 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 34141 members 
Entering Unmasked Estep 
Score: -4930626.000000 Penalty: 5283.309082
	Iteration 7F: 3 clusters Score -4930626 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 36354 members 
Entering Unmasked Estep 
Score: -4932553.000000 Penalty: 5283.309082
	Iteration 8F: 3 clusters Score -4932553 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 37971 members 
Entering Unmasked Estep 
Score: -4933834.000000 Penalty: 5283.309082
	Iteration 9Q: 3 clusters Score -4933834 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 39098 members 
Entering Unmasked Estep 
Score: -4934744.500000 Penalty: 5283.309082
	Iteration 10Q: 3 clusters Score -4934744 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 39869 members 
Entering Unmasked Estep 
Score: -4935317.000000 Penalty: 5283.309082
	Iteration 11Q: 3 clusters Score -4935317 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 40340 members 
Entering Unmasked Estep 
Score: -4935678.500000 Penalty: 5283.309082
	Iteration 12Q: 3 clusters Score -4935678 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 40627 members 
Entering Unmasked Estep 
Score: -4935861.000000 Penalty: 5283.309082
	Iteration 13Q: 3 clusters Score -4935861 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 40815 members 
Entering Unmasked Estep 
Score: -4935978.000000 Penalty: 5283.309082
	Iteration 14Q: 3 clusters Score -4935978 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 40940 members 
Entering Unmasked Estep 
Score: -4936055.500000 Penalty: 5283.309082
	Iteration 15Q: 3 clusters Score -4936056 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 41026 members 
Entering Unmasked Estep 
Score: -4936095.500000 Penalty: 5283.309082
	Iteration 16Q: 3 clusters Score -4936096 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 41091 members 
Entering Unmasked Estep 
Score: -4936128.500000 Penalty: 5283.309082
	Iteration 17Q: 3 clusters Score -4936128 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 41152 members 
Entering Unmasked Estep 
Score: -4936170.500000 Penalty: 5283.309082
	Iteration 18Q: 3 clusters Score -4936170 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 41195 members 
Entering Unmasked Estep 
Score: -4936188.500000 Penalty: 5283.309082
	Iteration 19Q: 3 clusters Score -4936188 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 41232 members 
Entering Unmasked Estep 
Score: -4936218.000000 Penalty: 5283.309082
	Iteration 20F: 3 clusters Score -4936218 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 41262 members 
Entering Unmasked Estep 
Score: -4936243.000000 Penalty: 5283.309082
	Iteration 21Q: 3 clusters Score -4936243 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 41283 members 
Entering Unmasked Estep 
Score: -4936257.500000 Penalty: 5283.309082
	Iteration 22Q: 3 clusters Score -4936258 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 41307 members 
Entering Unmasked Estep 
Score: -4936262.000000 Penalty: 5283.309082
	Iteration 23Q: 3 clusters Score -4936262 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 41324 members 
Entering Unmasked Estep 
Score: -4936272.500000 Penalty: 5283.309082
	Iteration 24Q: 3 clusters Score -4936272 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 41343 members 
Entering Unmasked Estep 
Score: -4936284.000000 Penalty: 5283.309082
	Iteration 25Q: 3 clusters Score -4936284 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 41355 members 
Entering Unmasked Estep 
Score: -4936288.500000 Penalty: 5283.309082
	Iteration 26Q: 3 clusters Score -4936288 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 41367 members 
Entering Unmasked Estep 
Score: -4936296.000000 Penalty: 5283.309082
	Iteration 27Q: 3 clusters Score -4936296 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 41376 members 
Entering Unmasked Estep 
Score: -4936302.500000 Penalty: 5283.309082
	Iteration 28Q: 3 clusters Score -4936302 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 41381 members 
Entering Unmasked Estep 
Score: -4936303.000000 Penalty: 5283.309082
	Iteration 29Q: 3 clusters Score -4936303 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 41391 members 
Entering Unmasked Estep 
Score: -4936308.000000 Penalty: 5283.309082
	Iteration 30Q: 3 clusters Score -4936308 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 41398 members 
Entering Unmasked Estep 
Score: -4936316.500000 Penalty: 5283.309082
	Iteration 31Q: 3 clusters Score -4936316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 41400 members 
Entering Unmasked Estep 
Score: -4936316.500000 Penalty: 5283.309082
	Iteration 32Q: 3 clusters Score -4936316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 41401 members 
Entering Unmasked Estep 
Score: -4936316.500000 Penalty: 5283.309082
	Iteration 33Q: 3 clusters Score -4936316 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 41401 members 
Entering Unmasked Estep 
Score: -4936316.500000 Penalty: 5283.309082
	Iteration 34F: 3 clusters Score -4936316 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (231209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231209 members 
Entering Unmasked Estep 
Score: -27369186.000000 Penalty: 3063.067139
	Iteration 0F: 2 clusters Score -2.736919e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115917 members 
Mstep: Class 2 contains 115292 members 
Entering Unmasked Estep 
Score: -27214808.000000 Penalty: 6126.134277
	Iteration 0F: 3 clusters Score -2.721481e+07 nChanged 111407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120592 members 
Mstep: Class 2 contains 110617 members 
Entering Unmasked Estep 
Score: -27280532.000000 Penalty: 6126.134277
	Iteration 1F: 3 clusters Score -2.728053e+07 nChanged 6134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123090 members 
Mstep: Class 2 contains 108119 members 
Entering Unmasked Estep 
Score: -27281558.000000 Penalty: 6126.134277
	Iteration 2Q: 3 clusters Score -2.728156e+07 nChanged 6540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126950 members 
Mstep: Class 2 contains 104259 members 
Entering Unmasked Estep 
Score: -27283210.000000 Penalty: 6126.134277
	Iteration 3Q: 3 clusters Score -2.728321e+07 nChanged 7701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132857 members 
Mstep: Class 2 contains 98352 members 
Entering Unmasked Estep 
Score: -27285750.000000 Penalty: 6126.134277
	Iteration 4Q: 3 clusters Score -2.728575e+07 nChanged 9905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141808 members 
Mstep: Class 2 contains 89401 members 
Entering Unmasked Estep 
Score: -27290114.000000 Penalty: 6126.134277
	Iteration 5Q: 3 clusters Score -2.729011e+07 nChanged 13670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155058 members 
Mstep: Class 2 contains 76151 members 
Entering Unmasked Estep 
Score: -27298290.000000 Penalty: 6126.134277
	Iteration 6F: 3 clusters Score -2.729829e+07 nChanged 18004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172976 members 
Mstep: Class 2 contains 58233 members 
Entering Unmasked Estep 
Score: -27312484.000000 Penalty: 6126.134277
	Iteration 7F: 3 clusters Score -2.731248e+07 nChanged 20713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193659 members 
Mstep: Class 2 contains 37550 members 
Entering Unmasked Estep 
Score: -27331252.000000 Penalty: 6126.134277
	Iteration 8F: 3 clusters Score -2.733125e+07 nChanged 17997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211644 members 
Mstep: Class 2 contains 19565 members 
Entering Unmasked Estep 
Score: -27348794.000000 Penalty: 6126.134277
	Iteration 9F: 3 clusters Score -2.734879e+07 nChanged 11045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222681 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -27359316.000000 Penalty: 6126.134277
	Iteration 10Q: 3 clusters Score -2.735932e+07 nChanged 5063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227742 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -27363776.000000 Penalty: 6126.134277
	Iteration 11Q: 3 clusters Score -2.736378e+07 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229613 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -27365350.000000 Penalty: 6126.134277
	Iteration 12Q: 3 clusters Score -2.736535e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230250 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -27366072.000000 Penalty: 6126.134277
	Iteration 13Q: 3 clusters Score -2.736607e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230459 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -27366354.000000 Penalty: 6126.134277
	Iteration 14Q: 3 clusters Score -2.736635e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230551 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -27366450.000000 Penalty: 6126.134277
	Iteration 15Q: 3 clusters Score -2.736645e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230599 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -27366570.000000 Penalty: 6126.134277
	Iteration 16Q: 3 clusters Score -2.736657e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230627 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -27366606.000000 Penalty: 6126.134277
	Iteration 17Q: 3 clusters Score -2.736661e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230649 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -27366626.000000 Penalty: 6126.134277
	Iteration 18Q: 3 clusters Score -2.736663e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230661 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -27366672.000000 Penalty: 6126.134277
	Iteration 19Q: 3 clusters Score -2.736667e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230671 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -27366686.000000 Penalty: 6126.134277
	Iteration 20F: 3 clusters Score -2.736669e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230680 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -27366704.000000 Penalty: 6126.134277
	Iteration 21Q: 3 clusters Score -2.73667e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230685 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -27366708.000000 Penalty: 6126.134277
	Iteration 22Q: 3 clusters Score -2.736671e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230693 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -27366714.000000 Penalty: 6126.134277
	Iteration 23Q: 3 clusters Score -2.736671e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230699 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -27366750.000000 Penalty: 6126.134277
	Iteration 24Q: 3 clusters Score -2.736675e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230695 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -27366740.000000 Penalty: 6126.134277
	Iteration 25Q: 3 clusters Score -2.736674e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230695 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -27366748.000000 Penalty: 6126.134277
	Iteration 26Q: 3 clusters Score -2.736675e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230700 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -27366766.000000 Penalty: 6126.134277
	Iteration 27Q: 3 clusters Score -2.736677e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230705 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -27366794.000000 Penalty: 6126.134277
	Iteration 28Q: 3 clusters Score -2.736679e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230705 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -27366800.000000 Penalty: 6126.134277
	Iteration 29Q: 3 clusters Score -2.73668e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230703 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -27366804.000000 Penalty: 6126.134277
	Iteration 30Q: 3 clusters Score -2.73668e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230703 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -27366806.000000 Penalty: 6126.134277
	Iteration 31Q: 3 clusters Score -2.736681e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230702 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -27366790.000000 Penalty: 6126.134277
	Iteration 32Q: 3 clusters Score -2.736679e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230700 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -27366796.000000 Penalty: 6126.134277
	Iteration 33Q: 3 clusters Score -2.73668e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230700 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -27366796.000000 Penalty: 6126.134277
	Iteration 34F: 3 clusters Score -2.73668e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Entering Unmasked Estep 
Score: -168057.234375 Penalty: 1821.810547
	Iteration 0F: 2 clusters Score -168057.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -165914.140625 Penalty: 3643.621094
	Iteration 0F: 3 clusters Score -165914.1 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -167010.250000 Penalty: 3643.621094
	Iteration 1F: 3 clusters Score -167010.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -167751.296875 Penalty: 3643.621094
	Iteration 2F: 3 clusters Score -167751.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -168180.453125 Penalty: 3643.621094
	Iteration 3F: 3 clusters Score -168180.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -168369.421875 Penalty: 3643.621094
	Iteration 4F: 3 clusters Score -168369.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -168478.187500 Penalty: 3643.621094
	Iteration 5Q: 3 clusters Score -168478.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -168537.859375 Penalty: 3643.621094
	Iteration 6Q: 3 clusters Score -168537.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -168587.078125 Penalty: 3643.621094
	Iteration 7Q: 3 clusters Score -168587.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -168648.468750 Penalty: 3643.621094
	Iteration 8Q: 3 clusters Score -168648.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -168716.828125 Penalty: 3643.621094
	Iteration 9Q: 3 clusters Score -168716.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -168750.531250 Penalty: 3643.621094
	Iteration 10Q: 3 clusters Score -168750.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -168770.015625 Penalty: 3643.621094
	Iteration 11Q: 3 clusters Score -168770 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -168797.359375 Penalty: 3643.621094
	Iteration 12Q: 3 clusters Score -168797.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -168845.546875 Penalty: 3643.621094
	Iteration 13Q: 3 clusters Score -168845.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -168903.171875 Penalty: 3643.621094
	Iteration 14Q: 3 clusters Score -168903.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -168989.421875 Penalty: 3643.621094
	Iteration 15Q: 3 clusters Score -168989.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -169063.843750 Penalty: 3643.621094
	Iteration 16Q: 3 clusters Score -169063.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -169092.796875 Penalty: 3643.621094
	Iteration 17Q: 3 clusters Score -169092.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -169098.031250 Penalty: 3643.621094
	Iteration 18Q: 3 clusters Score -169098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -169104.750000 Penalty: 3643.621094
	Iteration 19Q: 3 clusters Score -169104.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -169104.750000 Penalty: 3643.621094
	Iteration 20F: 3 clusters Score -169104.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13779 members 
Mstep: Class 2 contains 1235 members 
Mstep: Class 3 contains 5029 members 
Mstep: Class 4 contains 10317 members 
Mstep: Class 5 contains 2467 members 
Mstep: Class 6 contains 3927 members 
Mstep: Class 7 contains 238191 members 
Mstep: Class 8 contains 74012 members 
Mstep: Class 9 contains 43945 members 
Mstep: Class 10 contains 3887 members 
Mstep: Class 11 contains 215086 members 
Mstep: Class 12 contains 8390 members 
Mstep: Class 13 contains 69073 members 
Mstep: Class 14 contains 42270 members 
Mstep: Class 15 contains 231209 members 
Mstep: Class 16 contains 401 members 
Mstep: Class 17 contains 45387 members 
Mstep: Class 18 contains 84289 members 
Mstep: Class 19 contains 19634 members 
Mstep: Class 20 contains 8528 members 
Mstep: Class 21 contains 4257 members 
Mstep: Class 22 contains 12358 members 
Mstep: Class 23 contains 25577 members 
Mstep: Class 24 contains 1149 members 
Mstep: Class 25 contains 5477 members 
Mstep: Class 26 contains 118574 members 
Mstep: Class 27 contains 37172 members 
Mstep: Class 28 contains 419 members 
Mstep: Class 29 contains 5527 members 
Mstep: Class 30 contains 4214 members 
Mstep: Class 31 contains 3155 members 
Mstep: Class 32 contains 1161 members 
Mstep: Class 33 contains 10762 members 
Mstep: Class 34 contains 919 members 
Mstep: Class 35 contains 8465 members 
Entering Unmasked Estep 
Score: -155653584.000000 Penalty: 122589.179688
Splitting cluster 16 changes total score from -155654128.000000 to -155653584.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (45387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45387 members 
Entering Unmasked Estep 
Score: -5169337.000000 Penalty: 2659.299316
	Iteration 0F: 2 clusters Score -5169337 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22797 members 
Mstep: Class 2 contains 22590 members 
Entering Unmasked Estep 
Score: -5138803.500000 Penalty: 5318.598633
	Iteration 0F: 3 clusters Score -5138804 nChanged 20773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23156 members 
Mstep: Class 2 contains 22231 members 
Entering Unmasked Estep 
Score: -5150772.500000 Penalty: 5318.598633
	Iteration 1F: 3 clusters Score -5150772 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23391 members 
Mstep: Class 2 contains 21996 members 
Entering Unmasked Estep 
Score: -5151793.500000 Penalty: 5318.598633
	Iteration 2Q: 3 clusters Score -5151794 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23616 members 
Mstep: Class 2 contains 21771 members 
Entering Unmasked Estep 
Score: -5153008.000000 Penalty: 5318.598633
	Iteration 3F: 3 clusters Score -5153008 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23862 members 
Mstep: Class 2 contains 21525 members 
Entering Unmasked Estep 
Score: -5154448.000000 Penalty: 5318.598633
	Iteration 4F: 3 clusters Score -5154448 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23985 members 
Mstep: Class 2 contains 21402 members 
Entering Unmasked Estep 
Score: -5155969.500000 Penalty: 5318.598633
	Iteration 5F: 3 clusters Score -5155970 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23939 members 
Mstep: Class 2 contains 21448 members 
Entering Unmasked Estep 
Score: -5157294.000000 Penalty: 5318.598633
	Iteration 6F: 3 clusters Score -5157294 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23693 members 
Mstep: Class 2 contains 21694 members 
Entering Unmasked Estep 
Score: -5158494.500000 Penalty: 5318.598633
	Iteration 7F: 3 clusters Score -5158494 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23252 members 
Mstep: Class 2 contains 22135 members 
Entering Unmasked Estep 
Score: -5159502.500000 Penalty: 5318.598633
	Iteration 8Q: 3 clusters Score -5159502 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22639 members 
Mstep: Class 2 contains 22748 members 
Entering Unmasked Estep 
Score: -5160481.500000 Penalty: 5318.598633
	Iteration 9Q: 3 clusters Score -5160482 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21908 members 
Mstep: Class 2 contains 23479 members 
Entering Unmasked Estep 
Score: -5161272.000000 Penalty: 5318.598633
	Iteration 10Q: 3 clusters Score -5161272 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21121 members 
Mstep: Class 2 contains 24266 members 
Entering Unmasked Estep 
Score: -5161916.000000 Penalty: 5318.598633
	Iteration 11Q: 3 clusters Score -5161916 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20235 members 
Mstep: Class 2 contains 25152 members 
Entering Unmasked Estep 
Score: -5162454.000000 Penalty: 5318.598633
	Iteration 12Q: 3 clusters Score -5162454 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19350 members 
Mstep: Class 2 contains 26037 members 
Entering Unmasked Estep 
Score: -5162888.000000 Penalty: 5318.598633
	Iteration 13Q: 3 clusters Score -5162888 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18398 members 
Mstep: Class 2 contains 26989 members 
Entering Unmasked Estep 
Score: -5163343.000000 Penalty: 5318.598633
	Iteration 14Q: 3 clusters Score -5163343 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17440 members 
Mstep: Class 2 contains 27947 members 
Entering Unmasked Estep 
Score: -5163801.000000 Penalty: 5318.598633
	Iteration 15Q: 3 clusters Score -5163801 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16456 members 
Mstep: Class 2 contains 28931 members 
Entering Unmasked Estep 
Score: -5164321.500000 Penalty: 5318.598633
	Iteration 16Q: 3 clusters Score -5164322 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15491 members 
Mstep: Class 2 contains 29896 members 
Entering Unmasked Estep 
Score: -5164820.500000 Penalty: 5318.598633
	Iteration 17Q: 3 clusters Score -5164820 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14546 members 
Mstep: Class 2 contains 30841 members 
Entering Unmasked Estep 
Score: -5165255.500000 Penalty: 5318.598633
	Iteration 18Q: 3 clusters Score -5165256 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13644 members 
Mstep: Class 2 contains 31743 members 
Entering Unmasked Estep 
Score: -5165664.000000 Penalty: 5318.598633
	Iteration 19Q: 3 clusters Score -5165664 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 32648 members 
Entering Unmasked Estep 
Score: -5166108.500000 Penalty: 5318.598633
	Iteration 20F: 3 clusters Score -5166108 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 33432 members 
Entering Unmasked Estep 
Score: -5166429.000000 Penalty: 5318.598633
	Iteration 21Q: 3 clusters Score -5166429 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 34128 members 
Entering Unmasked Estep 
Score: -5166716.500000 Penalty: 5318.598633
	Iteration 22Q: 3 clusters Score -5166716 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 34733 members 
Entering Unmasked Estep 
Score: -5166934.000000 Penalty: 5318.598633
	Iteration 23Q: 3 clusters Score -5166934 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 35304 members 
Entering Unmasked Estep 
Score: -5167157.000000 Penalty: 5318.598633
	Iteration 24Q: 3 clusters Score -5167157 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 35848 members 
Entering Unmasked Estep 
Score: -5167353.000000 Penalty: 5318.598633
	Iteration 25Q: 3 clusters Score -5167353 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 36340 members 
Entering Unmasked Estep 
Score: -5167510.000000 Penalty: 5318.598633
	Iteration 26Q: 3 clusters Score -5167510 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 36799 members 
Entering Unmasked Estep 
Score: -5167694.000000 Penalty: 5318.598633
	Iteration 27Q: 3 clusters Score -5167694 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 37227 members 
Entering Unmasked Estep 
Score: -5167825.500000 Penalty: 5318.598633
	Iteration 28Q: 3 clusters Score -5167826 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 37611 members 
Entering Unmasked Estep 
Score: -5167976.000000 Penalty: 5318.598633
	Iteration 29Q: 3 clusters Score -5167976 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 37954 members 
Entering Unmasked Estep 
Score: -5168072.500000 Penalty: 5318.598633
	Iteration 30Q: 3 clusters Score -5168072 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 38259 members 
Entering Unmasked Estep 
Score: -5168193.500000 Penalty: 5318.598633
	Iteration 31Q: 3 clusters Score -5168194 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 38517 members 
Entering Unmasked Estep 
Score: -5168254.500000 Penalty: 5318.598633
	Iteration 32Q: 3 clusters Score -5168254 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 38752 members 
Entering Unmasked Estep 
Score: -5168303.000000 Penalty: 5318.598633
	Iteration 33Q: 3 clusters Score -5168303 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 38977 members 
Entering Unmasked Estep 
Score: -5168356.500000 Penalty: 5318.598633
	Iteration 34Q: 3 clusters Score -5168356 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 39165 members 
Entering Unmasked Estep 
Score: -5168398.000000 Penalty: 5318.598633
	Iteration 35Q: 3 clusters Score -5168398 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 39327 members 
Entering Unmasked Estep 
Score: -5168433.500000 Penalty: 5318.598633
	Iteration 36Q: 3 clusters Score -5168434 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 39482 members 
Entering Unmasked Estep 
Score: -5168465.000000 Penalty: 5318.598633
	Iteration 37Q: 3 clusters Score -5168465 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 39634 members 
Entering Unmasked Estep 
Score: -5168492.000000 Penalty: 5318.598633
	Iteration 38Q: 3 clusters Score -5168492 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 39778 members 
Entering Unmasked Estep 
Score: -5168519.000000 Penalty: 5318.598633
	Iteration 39Q: 3 clusters Score -5168519 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 39894 members 
Entering Unmasked Estep 
Score: -5168544.000000 Penalty: 5318.598633
	Iteration 40F: 3 clusters Score -5168544 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 40004 members 
Entering Unmasked Estep 
Score: -5168575.000000 Penalty: 5318.598633
	Iteration 41Q: 3 clusters Score -5168575 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 40084 members 
Entering Unmasked Estep 
Score: -5168587.500000 Penalty: 5318.598633
	Iteration 42Q: 3 clusters Score -5168588 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 40159 members 
Entering Unmasked Estep 
Score: -5168603.000000 Penalty: 5318.598633
	Iteration 43Q: 3 clusters Score -5168603 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 40217 members 
Entering Unmasked Estep 
Score: -5168609.500000 Penalty: 5318.598633
	Iteration 44Q: 3 clusters Score -5168610 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 40275 members 
Entering Unmasked Estep 
Score: -5168624.500000 Penalty: 5318.598633
	Iteration 45Q: 3 clusters Score -5168624 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 40335 members 
Entering Unmasked Estep 
Score: -5168640.500000 Penalty: 5318.598633
	Iteration 46Q: 3 clusters Score -5168640 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 40398 members 
Entering Unmasked Estep 
Score: -5168646.500000 Penalty: 5318.598633
	Iteration 47Q: 3 clusters Score -5168646 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 40455 members 
Entering Unmasked Estep 
Score: -5168650.000000 Penalty: 5318.598633
	Iteration 48Q: 3 clusters Score -5168650 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 40512 members 
Entering Unmasked Estep 
Score: -5168673.000000 Penalty: 5318.598633
	Iteration 49Q: 3 clusters Score -5168673 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 40555 members 
Entering Unmasked Estep 
Score: -5168665.500000 Penalty: 5318.598633
	Iteration 50Q: 3 clusters Score -5168666 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 40593 members 
Entering Unmasked Estep 
Score: -5168678.500000 Penalty: 5318.598633
	Iteration 51Q: 3 clusters Score -5168678 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 40634 members 
Entering Unmasked Estep 
Score: -5168689.000000 Penalty: 5318.598633
	Iteration 52Q: 3 clusters Score -5168689 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 40681 members 
Entering Unmasked Estep 
Score: -5168699.500000 Penalty: 5318.598633
	Iteration 53Q: 3 clusters Score -5168700 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 40727 members 
Entering Unmasked Estep 
Score: -5168701.000000 Penalty: 5318.598633
	Iteration 54Q: 3 clusters Score -5168701 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 40759 members 
Entering Unmasked Estep 
Score: -5168709.000000 Penalty: 5318.598633
	Iteration 55Q: 3 clusters Score -5168709 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 40787 members 
Entering Unmasked Estep 
Score: -5168713.500000 Penalty: 5318.598633
	Iteration 56Q: 3 clusters Score -5168714 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 40807 members 
Entering Unmasked Estep 
Score: -5168708.000000 Penalty: 5318.598633
	Iteration 57Q: 3 clusters Score -5168708 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 40820 members 
Entering Unmasked Estep 
Score: -5168708.500000 Penalty: 5318.598633
	Iteration 58Q: 3 clusters Score -5168708 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 40828 members 
Entering Unmasked Estep 
Score: -5168707.500000 Penalty: 5318.598633
	Iteration 59Q: 3 clusters Score -5168708 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 40835 members 
Entering Unmasked Estep 
Score: -5168715.000000 Penalty: 5318.598633
	Iteration 60F: 3 clusters Score -5168715 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 40842 members 
Entering Unmasked Estep 
Score: -5168708.500000 Penalty: 5318.598633
	Iteration 61Q: 3 clusters Score -5168708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 40846 members 
Entering Unmasked Estep 
Score: -5168709.500000 Penalty: 5318.598633
	Iteration 62Q: 3 clusters Score -5168710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 40848 members 
Entering Unmasked Estep 
Score: -5168712.500000 Penalty: 5318.598633
	Iteration 63Q: 3 clusters Score -5168712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 40849 members 
Entering Unmasked Estep 
Score: -5168708.500000 Penalty: 5318.598633
	Iteration 64Q: 3 clusters Score -5168708 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 40849 members 
Entering Unmasked Estep 
Score: -5168708.500000 Penalty: 5318.598633
	Iteration 65F: 3 clusters Score -5168708 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (84289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84289 members 
Entering Unmasked Estep 
Score: -9955005.000000 Penalty: 2812.817627
	Iteration 0F: 2 clusters Score -9955005 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42232 members 
Mstep: Class 2 contains 42057 members 
Entering Unmasked Estep 
Score: -9898471.000000 Penalty: 5625.635254
	Iteration 0F: 3 clusters Score -9898471 nChanged 39722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44356 members 
Mstep: Class 2 contains 39933 members 
Entering Unmasked Estep 
Score: -9920979.000000 Penalty: 5625.635254
	Iteration 1F: 3 clusters Score -9920979 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45752 members 
Mstep: Class 2 contains 38537 members 
Entering Unmasked Estep 
Score: -9921590.000000 Penalty: 5625.635254
	Iteration 2Q: 3 clusters Score -9921590 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47733 members 
Mstep: Class 2 contains 36556 members 
Entering Unmasked Estep 
Score: -9922413.000000 Penalty: 5625.635254
	Iteration 3Q: 3 clusters Score -9922413 nChanged 3414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50715 members 
Mstep: Class 2 contains 33574 members 
Entering Unmasked Estep 
Score: -9923826.000000 Penalty: 5625.635254
	Iteration 4Q: 3 clusters Score -9923826 nChanged 4516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55043 members 
Mstep: Class 2 contains 29246 members 
Entering Unmasked Estep 
Score: -9926133.000000 Penalty: 5625.635254
	Iteration 5F: 3 clusters Score -9926133 nChanged 5951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60934 members 
Mstep: Class 2 contains 23355 members 
Entering Unmasked Estep 
Score: -9930144.000000 Penalty: 5625.635254
	Iteration 6F: 3 clusters Score -9930144 nChanged 7204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68120 members 
Mstep: Class 2 contains 16169 members 
Entering Unmasked Estep 
Score: -9936219.000000 Penalty: 5625.635254
	Iteration 7F: 3 clusters Score -9936219 nChanged 7231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75345 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -9943267.000000 Penalty: 5625.635254
	Iteration 8F: 3 clusters Score -9943267 nChanged 5280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80625 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -9948800.000000 Penalty: 5625.635254
	Iteration 9F: 3 clusters Score -9948800 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83055 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -9951198.000000 Penalty: 5625.635254
	Iteration 10Q: 3 clusters Score -9951198 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83802 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -9951985.000000 Penalty: 5625.635254
	Iteration 11Q: 3 clusters Score -9951985 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84001 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -9952252.000000 Penalty: 5625.635254
	Iteration 12Q: 3 clusters Score -9952252 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84055 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -9952328.000000 Penalty: 5625.635254
	Iteration 13Q: 3 clusters Score -9952328 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84071 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -9952370.000000 Penalty: 5625.635254
	Iteration 14Q: 3 clusters Score -9952370 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84079 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -9952393.000000 Penalty: 5625.635254
	Iteration 15Q: 3 clusters Score -9952393 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84088 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -9952418.000000 Penalty: 5625.635254
	Iteration 16Q: 3 clusters Score -9952418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84088 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -9952414.000000 Penalty: 5625.635254
	Iteration 17Q: 3 clusters Score -9952414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84089 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -9952418.000000 Penalty: 5625.635254
	Iteration 18Q: 3 clusters Score -9952418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84090 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -9952418.000000 Penalty: 5625.635254
	Iteration 19Q: 3 clusters Score -9952418 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84090 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -9952418.000000 Penalty: 5625.635254
	Iteration 20F: 3 clusters Score -9952418 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (19634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19634 members 
Entering Unmasked Estep 
Score: -2344222.750000 Penalty: 2451.484619
	Iteration 0F: 2 clusters Score -2344223 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -2330472.250000 Penalty: 4902.969238
	Iteration 0F: 3 clusters Score -2330472 nChanged 8588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -2334939.500000 Penalty: 4902.969238
	Iteration 1F: 3 clusters Score -2334940 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -2335313.000000 Penalty: 4902.969238
	Iteration 2F: 3 clusters Score -2335313 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -2335651.750000 Penalty: 4902.969238
	Iteration 3Q: 3 clusters Score -2335652 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -2335941.500000 Penalty: 4902.969238
	Iteration 4Q: 3 clusters Score -2335942 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -2336194.250000 Penalty: 4902.969238
	Iteration 5Q: 3 clusters Score -2336194 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -2336434.750000 Penalty: 4902.969238
	Iteration 6Q: 3 clusters Score -2336435 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -2336715.000000 Penalty: 4902.969238
	Iteration 7Q: 3 clusters Score -2336715 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -2337025.000000 Penalty: 4902.969238
	Iteration 8Q: 3 clusters Score -2337025 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 12042 members 
Entering Unmasked Estep 
Score: -2337353.500000 Penalty: 4902.969238
	Iteration 9Q: 3 clusters Score -2337354 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 12564 members 
Entering Unmasked Estep 
Score: -2337752.750000 Penalty: 4902.969238
	Iteration 10Q: 3 clusters Score -2337753 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 13147 members 
Entering Unmasked Estep 
Score: -2338236.250000 Penalty: 4902.969238
	Iteration 11Q: 3 clusters Score -2338236 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 13729 members 
Entering Unmasked Estep 
Score: -2338734.000000 Penalty: 4902.969238
	Iteration 12Q: 3 clusters Score -2338734 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 14262 members 
Entering Unmasked Estep 
Score: -2339207.000000 Penalty: 4902.969238
	Iteration 13Q: 3 clusters Score -2339207 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 14713 members 
Entering Unmasked Estep 
Score: -2339579.000000 Penalty: 4902.969238
	Iteration 14Q: 3 clusters Score -2339579 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 15119 members 
Entering Unmasked Estep 
Score: -2339842.000000 Penalty: 4902.969238
	Iteration 15Q: 3 clusters Score -2339842 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 15496 members 
Entering Unmasked Estep 
Score: -2340055.750000 Penalty: 4902.969238
	Iteration 16Q: 3 clusters Score -2340056 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 15813 members 
Entering Unmasked Estep 
Score: -2340224.000000 Penalty: 4902.969238
	Iteration 17Q: 3 clusters Score -2340224 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 16108 members 
Entering Unmasked Estep 
Score: -2340361.500000 Penalty: 4902.969238
	Iteration 18Q: 3 clusters Score -2340362 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 16383 members 
Entering Unmasked Estep 
Score: -2340475.250000 Penalty: 4902.969238
	Iteration 19Q: 3 clusters Score -2340475 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 16640 members 
Entering Unmasked Estep 
Score: -2340592.000000 Penalty: 4902.969238
	Iteration 20F: 3 clusters Score -2340592 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 16904 members 
Entering Unmasked Estep 
Score: -2340724.750000 Penalty: 4902.969238
	Iteration 21Q: 3 clusters Score -2340725 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 17158 members 
Entering Unmasked Estep 
Score: -2340854.500000 Penalty: 4902.969238
	Iteration 22Q: 3 clusters Score -2340854 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 17399 members 
Entering Unmasked Estep 
Score: -2340966.500000 Penalty: 4902.969238
	Iteration 23Q: 3 clusters Score -2340966 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 17592 members 
Entering Unmasked Estep 
Score: -2341064.000000 Penalty: 4902.969238
	Iteration 24Q: 3 clusters Score -2341064 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 17782 members 
Entering Unmasked Estep 
Score: -2341165.000000 Penalty: 4902.969238
	Iteration 25Q: 3 clusters Score -2341165 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 17938 members 
Entering Unmasked Estep 
Score: -2341240.000000 Penalty: 4902.969238
	Iteration 26Q: 3 clusters Score -2341240 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 18092 members 
Entering Unmasked Estep 
Score: -2341328.250000 Penalty: 4902.969238
	Iteration 27Q: 3 clusters Score -2341328 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 18248 members 
Entering Unmasked Estep 
Score: -2341399.750000 Penalty: 4902.969238
	Iteration 28Q: 3 clusters Score -2341400 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 18387 members 
Entering Unmasked Estep 
Score: -2341483.000000 Penalty: 4902.969238
	Iteration 29Q: 3 clusters Score -2341483 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 18519 members 
Entering Unmasked Estep 
Score: -2341573.500000 Penalty: 4902.969238
	Iteration 30Q: 3 clusters Score -2341574 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 18635 members 
Entering Unmasked Estep 
Score: -2341664.000000 Penalty: 4902.969238
	Iteration 31Q: 3 clusters Score -2341664 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 18741 members 
Entering Unmasked Estep 
Score: -2341740.500000 Penalty: 4902.969238
	Iteration 32Q: 3 clusters Score -2341740 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 18823 members 
Entering Unmasked Estep 
Score: -2341825.000000 Penalty: 4902.969238
	Iteration 33Q: 3 clusters Score -2341825 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 18892 members 
Entering Unmasked Estep 
Score: -2341882.000000 Penalty: 4902.969238
	Iteration 34Q: 3 clusters Score -2341882 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 18957 members 
Entering Unmasked Estep 
Score: -2341938.000000 Penalty: 4902.969238
	Iteration 35Q: 3 clusters Score -2341938 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 19001 members 
Entering Unmasked Estep 
Score: -2341972.250000 Penalty: 4902.969238
	Iteration 36Q: 3 clusters Score -2341972 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 19032 members 
Entering Unmasked Estep 
Score: -2342000.250000 Penalty: 4902.969238
	Iteration 37Q: 3 clusters Score -2342000 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 19053 members 
Entering Unmasked Estep 
Score: -2342018.250000 Penalty: 4902.969238
	Iteration 38Q: 3 clusters Score -2342018 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 19069 members 
Entering Unmasked Estep 
Score: -2342036.500000 Penalty: 4902.969238
	Iteration 39Q: 3 clusters Score -2342036 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 19085 members 
Entering Unmasked Estep 
Score: -2342051.000000 Penalty: 4902.969238
	Iteration 40F: 3 clusters Score -2342051 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 19093 members 
Entering Unmasked Estep 
Score: -2342064.250000 Penalty: 4902.969238
	Iteration 41Q: 3 clusters Score -2342064 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 19100 members 
Entering Unmasked Estep 
Score: -2342066.500000 Penalty: 4902.969238
	Iteration 42Q: 3 clusters Score -2342066 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 19108 members 
Entering Unmasked Estep 
Score: -2342075.250000 Penalty: 4902.969238
	Iteration 43Q: 3 clusters Score -2342075 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 19112 members 
Entering Unmasked Estep 
Score: -2342076.500000 Penalty: 4902.969238
	Iteration 44Q: 3 clusters Score -2342076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 19115 members 
Entering Unmasked Estep 
Score: -2342079.000000 Penalty: 4902.969238
	Iteration 45Q: 3 clusters Score -2342079 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 19117 members 
Entering Unmasked Estep 
Score: -2342077.500000 Penalty: 4902.969238
	Iteration 46Q: 3 clusters Score -2342078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 19121 members 
Entering Unmasked Estep 
Score: -2342083.250000 Penalty: 4902.969238
	Iteration 47Q: 3 clusters Score -2342083 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 19124 members 
Entering Unmasked Estep 
Score: -2342086.500000 Penalty: 4902.969238
	Iteration 48Q: 3 clusters Score -2342086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 19128 members 
Entering Unmasked Estep 
Score: -2342088.500000 Penalty: 4902.969238
	Iteration 49Q: 3 clusters Score -2342088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 19128 members 
Entering Unmasked Estep 
Score: -2342088.500000 Penalty: 4902.969238
	Iteration 50F: 3 clusters Score -2342088 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (8528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Entering Unmasked Estep 
Score: -954753.875000 Penalty: 2244.675293
	Iteration 0F: 2 clusters Score -954753.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -947949.687500 Penalty: 4489.350586
	Iteration 0F: 3 clusters Score -947949.7 nChanged 3523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -949840.437500 Penalty: 4489.350586
	Iteration 1F: 3 clusters Score -949840.4 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -950128.687500 Penalty: 4489.350586
	Iteration 2F: 3 clusters Score -950128.7 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -950309.375000 Penalty: 4489.350586
	Iteration 3Q: 3 clusters Score -950309.4 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -950446.937500 Penalty: 4489.350586
	Iteration 4Q: 3 clusters Score -950446.9 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -950586.187500 Penalty: 4489.350586
	Iteration 5Q: 3 clusters Score -950586.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -950694.250000 Penalty: 4489.350586
	Iteration 6Q: 3 clusters Score -950694.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -950787.562500 Penalty: 4489.350586
	Iteration 7Q: 3 clusters Score -950787.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -950893.125000 Penalty: 4489.350586
	Iteration 8Q: 3 clusters Score -950893.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -951010.062500 Penalty: 4489.350586
	Iteration 9Q: 3 clusters Score -951010.1 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -951126.750000 Penalty: 4489.350586
	Iteration 10Q: 3 clusters Score -951126.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -951233.500000 Penalty: 4489.350586
	Iteration 11Q: 3 clusters Score -951233.5 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -951339.625000 Penalty: 4489.350586
	Iteration 12Q: 3 clusters Score -951339.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -951457.312500 Penalty: 4489.350586
	Iteration 13Q: 3 clusters Score -951457.3 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -951599.312500 Penalty: 4489.350586
	Iteration 14Q: 3 clusters Score -951599.3 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -951776.125000 Penalty: 4489.350586
	Iteration 15Q: 3 clusters Score -951776.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -951950.687500 Penalty: 4489.350586
	Iteration 16Q: 3 clusters Score -951950.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -952103.000000 Penalty: 4489.350586
	Iteration 17Q: 3 clusters Score -952103 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -952225.125000 Penalty: 4489.350586
	Iteration 18Q: 3 clusters Score -952225.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -952331.312500 Penalty: 4489.350586
	Iteration 19Q: 3 clusters Score -952331.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -952411.375000 Penalty: 4489.350586
	Iteration 20F: 3 clusters Score -952411.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -952480.062500 Penalty: 4489.350586
	Iteration 21Q: 3 clusters Score -952480.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -952554.250000 Penalty: 4489.350586
	Iteration 22Q: 3 clusters Score -952554.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -952620.062500 Penalty: 4489.350586
	Iteration 23Q: 3 clusters Score -952620.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -952661.812500 Penalty: 4489.350586
	Iteration 24Q: 3 clusters Score -952661.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -952692.437500 Penalty: 4489.350586
	Iteration 25Q: 3 clusters Score -952692.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -952711.875000 Penalty: 4489.350586
	Iteration 26Q: 3 clusters Score -952711.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -952729.687500 Penalty: 4489.350586
	Iteration 27Q: 3 clusters Score -952729.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -952740.000000 Penalty: 4489.350586
	Iteration 28Q: 3 clusters Score -952740 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -952746.375000 Penalty: 4489.350586
	Iteration 29Q: 3 clusters Score -952746.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -952748.937500 Penalty: 4489.350586
	Iteration 30Q: 3 clusters Score -952748.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -952749.125000 Penalty: 4489.350586
	Iteration 31Q: 3 clusters Score -952749.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -952749.500000 Penalty: 4489.350586
	Iteration 32Q: 3 clusters Score -952749.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -952750.625000 Penalty: 4489.350586
	Iteration 33Q: 3 clusters Score -952750.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -952751.375000 Penalty: 4489.350586
	Iteration 34Q: 3 clusters Score -952751.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -952751.375000 Penalty: 4489.350586
	Iteration 35F: 3 clusters Score -952751.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Entering Unmasked Estep 
Score: -462723.625000 Penalty: 2072.367432
	Iteration 0F: 2 clusters Score -462723.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -458672.593750 Penalty: 4144.734863
	Iteration 0F: 3 clusters Score -458672.6 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -459653.812500 Penalty: 4144.734863
	Iteration 1F: 3 clusters Score -459653.8 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -459891.812500 Penalty: 4144.734863
	Iteration 2F: 3 clusters Score -459891.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -460046.375000 Penalty: 4144.734863
	Iteration 3F: 3 clusters Score -460046.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -460160.875000 Penalty: 4144.734863
	Iteration 4Q: 3 clusters Score -460160.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -460260.968750 Penalty: 4144.734863
	Iteration 5Q: 3 clusters Score -460261 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -460358.625000 Penalty: 4144.734863
	Iteration 6Q: 3 clusters Score -460358.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -460444.500000 Penalty: 4144.734863
	Iteration 7Q: 3 clusters Score -460444.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -460517.000000 Penalty: 4144.734863
	Iteration 8Q: 3 clusters Score -460517 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -460585.875000 Penalty: 4144.734863
	Iteration 9Q: 3 clusters Score -460585.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -460644.968750 Penalty: 4144.734863
	Iteration 10Q: 3 clusters Score -460645 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -460701.125000 Penalty: 4144.734863
	Iteration 11Q: 3 clusters Score -460701.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -460753.968750 Penalty: 4144.734863
	Iteration 12Q: 3 clusters Score -460754 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -460802.093750 Penalty: 4144.734863
	Iteration 13Q: 3 clusters Score -460802.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -460839.812500 Penalty: 4144.734863
	Iteration 14Q: 3 clusters Score -460839.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -460883.937500 Penalty: 4144.734863
	Iteration 15Q: 3 clusters Score -460883.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -460920.062500 Penalty: 4144.734863
	Iteration 16Q: 3 clusters Score -460920.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -460952.468750 Penalty: 4144.734863
	Iteration 17Q: 3 clusters Score -460952.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -460969.593750 Penalty: 4144.734863
	Iteration 18Q: 3 clusters Score -460969.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -460981.281250 Penalty: 4144.734863
	Iteration 19Q: 3 clusters Score -460981.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -460997.125000 Penalty: 4144.734863
	Iteration 20F: 3 clusters Score -460997.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -461009.468750 Penalty: 4144.734863
	Iteration 21Q: 3 clusters Score -461009.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -461019.031250 Penalty: 4144.734863
	Iteration 22Q: 3 clusters Score -461019 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -461028.468750 Penalty: 4144.734863
	Iteration 23Q: 3 clusters Score -461028.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -461034.093750 Penalty: 4144.734863
	Iteration 24Q: 3 clusters Score -461034.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -461044.000000 Penalty: 4144.734863
	Iteration 25Q: 3 clusters Score -461044 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -461049.750000 Penalty: 4144.734863
	Iteration 26Q: 3 clusters Score -461049.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -461057.343750 Penalty: 4144.734863
	Iteration 27Q: 3 clusters Score -461057.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -461061.781250 Penalty: 4144.734863
	Iteration 28Q: 3 clusters Score -461061.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -461069.500000 Penalty: 4144.734863
	Iteration 29Q: 3 clusters Score -461069.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -461076.281250 Penalty: 4144.734863
	Iteration 30Q: 3 clusters Score -461076.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -461080.625000 Penalty: 4144.734863
	Iteration 31Q: 3 clusters Score -461080.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -461086.656250 Penalty: 4144.734863
	Iteration 32Q: 3 clusters Score -461086.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -461092.937500 Penalty: 4144.734863
	Iteration 33Q: 3 clusters Score -461092.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -461095.312500 Penalty: 4144.734863
	Iteration 34Q: 3 clusters Score -461095.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -461100.625000 Penalty: 4144.734863
	Iteration 35Q: 3 clusters Score -461100.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -461104.093750 Penalty: 4144.734863
	Iteration 36Q: 3 clusters Score -461104.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -461109.156250 Penalty: 4144.734863
	Iteration 37Q: 3 clusters Score -461109.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -461112.343750 Penalty: 4144.734863
	Iteration 38Q: 3 clusters Score -461112.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -461113.375000 Penalty: 4144.734863
	Iteration 39Q: 3 clusters Score -461113.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -461115.250000 Penalty: 4144.734863
	Iteration 40F: 3 clusters Score -461115.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -461117.468750 Penalty: 4144.734863
	Iteration 41Q: 3 clusters Score -461117.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -461119.718750 Penalty: 4144.734863
	Iteration 42Q: 3 clusters Score -461119.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -461120.843750 Penalty: 4144.734863
	Iteration 43Q: 3 clusters Score -461120.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -461123.500000 Penalty: 4144.734863
	Iteration 44Q: 3 clusters Score -461123.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -461128.437500 Penalty: 4144.734863
	Iteration 45Q: 3 clusters Score -461128.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -461132.750000 Penalty: 4144.734863
	Iteration 46Q: 3 clusters Score -461132.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -461134.375000 Penalty: 4144.734863
	Iteration 47Q: 3 clusters Score -461134.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -461134.812500 Penalty: 4144.734863
	Iteration 48Q: 3 clusters Score -461134.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -461134.937500 Penalty: 4144.734863
	Iteration 49Q: 3 clusters Score -461134.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -461136.031250 Penalty: 4144.734863
	Iteration 50Q: 3 clusters Score -461136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -461136.218750 Penalty: 4144.734863
	Iteration 51Q: 3 clusters Score -461136.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -461136.906250 Penalty: 4144.734863
	Iteration 52Q: 3 clusters Score -461136.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -461137.500000 Penalty: 4144.734863
	Iteration 53Q: 3 clusters Score -461137.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -461137.500000 Penalty: 4144.734863
	Iteration 54F: 3 clusters Score -461137.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (12358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Entering Unmasked Estep 
Score: -1468684.250000 Penalty: 2336.670654
	Iteration 0F: 2 clusters Score -1468684 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -1459567.000000 Penalty: 4673.341309
	Iteration 0F: 3 clusters Score -1459567 nChanged 5206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -1462392.625000 Penalty: 4673.341309
	Iteration 1F: 3 clusters Score -1462393 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -1462849.750000 Penalty: 4673.341309
	Iteration 2F: 3 clusters Score -1462850 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -1463350.875000 Penalty: 4673.341309
	Iteration 3F: 3 clusters Score -1463351 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -1463934.500000 Penalty: 4673.341309
	Iteration 4F: 3 clusters Score -1463934 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -1464620.875000 Penalty: 4673.341309
	Iteration 5F: 3 clusters Score -1464621 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -1465334.250000 Penalty: 4673.341309
	Iteration 6F: 3 clusters Score -1465334 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -1465915.125000 Penalty: 4673.341309
	Iteration 7F: 3 clusters Score -1465915 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -1466322.750000 Penalty: 4673.341309
	Iteration 8Q: 3 clusters Score -1466323 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -1466605.875000 Penalty: 4673.341309
	Iteration 9Q: 3 clusters Score -1466606 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -1466818.625000 Penalty: 4673.341309
	Iteration 10Q: 3 clusters Score -1466819 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -1466965.500000 Penalty: 4673.341309
	Iteration 11Q: 3 clusters Score -1466966 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -1467049.250000 Penalty: 4673.341309
	Iteration 12Q: 3 clusters Score -1467049 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -1467106.875000 Penalty: 4673.341309
	Iteration 13Q: 3 clusters Score -1467107 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -1467140.125000 Penalty: 4673.341309
	Iteration 14Q: 3 clusters Score -1467140 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 11430 members 
Entering Unmasked Estep 
Score: -1467164.375000 Penalty: 4673.341309
	Iteration 15Q: 3 clusters Score -1467164 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -1467183.500000 Penalty: 4673.341309
	Iteration 16Q: 3 clusters Score -1467184 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -1467199.625000 Penalty: 4673.341309
	Iteration 17Q: 3 clusters Score -1467200 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -1467216.625000 Penalty: 4673.341309
	Iteration 18Q: 3 clusters Score -1467217 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -1467226.250000 Penalty: 4673.341309
	Iteration 19Q: 3 clusters Score -1467226 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 11538 members 
Entering Unmasked Estep 
Score: -1467236.625000 Penalty: 4673.341309
	Iteration 20F: 3 clusters Score -1467237 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 11549 members 
Entering Unmasked Estep 
Score: -1467243.375000 Penalty: 4673.341309
	Iteration 21Q: 3 clusters Score -1467243 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 11563 members 
Entering Unmasked Estep 
Score: -1467259.750000 Penalty: 4673.341309
	Iteration 22Q: 3 clusters Score -1467260 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -1467267.750000 Penalty: 4673.341309
	Iteration 23Q: 3 clusters Score -1467268 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -1467270.000000 Penalty: 4673.341309
	Iteration 24Q: 3 clusters Score -1467270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -1467272.375000 Penalty: 4673.341309
	Iteration 25Q: 3 clusters Score -1467272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -1467274.000000 Penalty: 4673.341309
	Iteration 26Q: 3 clusters Score -1467274 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -1467274.000000 Penalty: 4673.341309
	Iteration 27F: 3 clusters Score -1467274 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (25577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25577 members 
Entering Unmasked Estep 
Score: -2981695.500000 Penalty: 2517.063232
	Iteration 0F: 2 clusters Score -2981696 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 12824 members 
Entering Unmasked Estep 
Score: -2964009.250000 Penalty: 5034.126465
	Iteration 0F: 3 clusters Score -2964009 nChanged 11370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12617 members 
Mstep: Class 2 contains 12960 members 
Entering Unmasked Estep 
Score: -2970006.500000 Penalty: 5034.126465
	Iteration 1F: 3 clusters Score -2970006 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12605 members 
Mstep: Class 2 contains 12972 members 
Entering Unmasked Estep 
Score: -2970406.000000 Penalty: 5034.126465
	Iteration 2Q: 3 clusters Score -2970406 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12580 members 
Mstep: Class 2 contains 12997 members 
Entering Unmasked Estep 
Score: -2970678.000000 Penalty: 5034.126465
	Iteration 3Q: 3 clusters Score -2970678 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 13010 members 
Entering Unmasked Estep 
Score: -2970879.750000 Penalty: 5034.126465
	Iteration 4Q: 3 clusters Score -2970880 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12524 members 
Mstep: Class 2 contains 13053 members 
Entering Unmasked Estep 
Score: -2971080.000000 Penalty: 5034.126465
	Iteration 5Q: 3 clusters Score -2971080 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -2971228.500000 Penalty: 5034.126465
	Iteration 6Q: 3 clusters Score -2971228 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 13100 members 
Entering Unmasked Estep 
Score: -2971320.750000 Penalty: 5034.126465
	Iteration 7Q: 3 clusters Score -2971321 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12441 members 
Mstep: Class 2 contains 13136 members 
Entering Unmasked Estep 
Score: -2971419.250000 Penalty: 5034.126465
	Iteration 8Q: 3 clusters Score -2971419 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 13221 members 
Entering Unmasked Estep 
Score: -2971525.000000 Penalty: 5034.126465
	Iteration 9Q: 3 clusters Score -2971525 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 13319 members 
Entering Unmasked Estep 
Score: -2971632.250000 Penalty: 5034.126465
	Iteration 10Q: 3 clusters Score -2971632 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 13482 members 
Entering Unmasked Estep 
Score: -2971792.000000 Penalty: 5034.126465
	Iteration 11Q: 3 clusters Score -2971792 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11909 members 
Mstep: Class 2 contains 13668 members 
Entering Unmasked Estep 
Score: -2971970.250000 Penalty: 5034.126465
	Iteration 12Q: 3 clusters Score -2971970 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 13854 members 
Entering Unmasked Estep 
Score: -2972169.000000 Penalty: 5034.126465
	Iteration 13Q: 3 clusters Score -2972169 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 14084 members 
Entering Unmasked Estep 
Score: -2972401.500000 Penalty: 5034.126465
	Iteration 14Q: 3 clusters Score -2972402 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 14388 members 
Entering Unmasked Estep 
Score: -2972739.250000 Penalty: 5034.126465
	Iteration 15Q: 3 clusters Score -2972739 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 14722 members 
Entering Unmasked Estep 
Score: -2973086.500000 Penalty: 5034.126465
	Iteration 16Q: 3 clusters Score -2973086 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Mstep: Class 2 contains 15146 members 
Entering Unmasked Estep 
Score: -2973467.500000 Penalty: 5034.126465
	Iteration 17Q: 3 clusters Score -2973468 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 15634 members 
Entering Unmasked Estep 
Score: -2973836.000000 Penalty: 5034.126465
	Iteration 18Q: 3 clusters Score -2973836 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 16197 members 
Entering Unmasked Estep 
Score: -2974219.500000 Penalty: 5034.126465
	Iteration 19Q: 3 clusters Score -2974220 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 16806 members 
Entering Unmasked Estep 
Score: -2974612.500000 Penalty: 5034.126465
	Iteration 20F: 3 clusters Score -2974612 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 17487 members 
Entering Unmasked Estep 
Score: -2975007.500000 Penalty: 5034.126465
	Iteration 21Q: 3 clusters Score -2975008 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 18227 members 
Entering Unmasked Estep 
Score: -2975427.500000 Penalty: 5034.126465
	Iteration 22Q: 3 clusters Score -2975428 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 19012 members 
Entering Unmasked Estep 
Score: -2975876.750000 Penalty: 5034.126465
	Iteration 23Q: 3 clusters Score -2975877 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 19808 members 
Entering Unmasked Estep 
Score: -2976360.750000 Penalty: 5034.126465
	Iteration 24Q: 3 clusters Score -2976361 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 20565 members 
Entering Unmasked Estep 
Score: -2976838.000000 Penalty: 5034.126465
	Iteration 25Q: 3 clusters Score -2976838 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 21281 members 
Entering Unmasked Estep 
Score: -2977297.250000 Penalty: 5034.126465
	Iteration 26Q: 3 clusters Score -2977297 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 21941 members 
Entering Unmasked Estep 
Score: -2977708.750000 Penalty: 5034.126465
	Iteration 27Q: 3 clusters Score -2977709 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 22512 members 
Entering Unmasked Estep 
Score: -2978080.000000 Penalty: 5034.126465
	Iteration 28Q: 3 clusters Score -2978080 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 22981 members 
Entering Unmasked Estep 
Score: -2978402.000000 Penalty: 5034.126465
	Iteration 29Q: 3 clusters Score -2978402 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 23354 members 
Entering Unmasked Estep 
Score: -2978667.500000 Penalty: 5034.126465
	Iteration 30Q: 3 clusters Score -2978668 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 23627 members 
Entering Unmasked Estep 
Score: -2978841.750000 Penalty: 5034.126465
	Iteration 31Q: 3 clusters Score -2978842 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 23835 members 
Entering Unmasked Estep 
Score: -2978977.250000 Penalty: 5034.126465
	Iteration 32Q: 3 clusters Score -2978977 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 24011 members 
Entering Unmasked Estep 
Score: -2979098.500000 Penalty: 5034.126465
	Iteration 33Q: 3 clusters Score -2979098 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 24157 members 
Entering Unmasked Estep 
Score: -2979179.750000 Penalty: 5034.126465
	Iteration 34Q: 3 clusters Score -2979180 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 24280 members 
Entering Unmasked Estep 
Score: -2979270.000000 Penalty: 5034.126465
	Iteration 35Q: 3 clusters Score -2979270 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 24355 members 
Entering Unmasked Estep 
Score: -2979333.750000 Penalty: 5034.126465
	Iteration 36Q: 3 clusters Score -2979334 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 24448 members 
Entering Unmasked Estep 
Score: -2979416.250000 Penalty: 5034.126465
	Iteration 37Q: 3 clusters Score -2979416 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 24508 members 
Entering Unmasked Estep 
Score: -2979456.500000 Penalty: 5034.126465
	Iteration 38Q: 3 clusters Score -2979456 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 24567 members 
Entering Unmasked Estep 
Score: -2979488.500000 Penalty: 5034.126465
	Iteration 39Q: 3 clusters Score -2979488 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 24607 members 
Entering Unmasked Estep 
Score: -2979518.500000 Penalty: 5034.126465
	Iteration 40F: 3 clusters Score -2979518 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 24640 members 
Entering Unmasked Estep 
Score: -2979541.750000 Penalty: 5034.126465
	Iteration 41Q: 3 clusters Score -2979542 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 24669 members 
Entering Unmasked Estep 
Score: -2979555.250000 Penalty: 5034.126465
	Iteration 42Q: 3 clusters Score -2979555 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 24698 members 
Entering Unmasked Estep 
Score: -2979565.250000 Penalty: 5034.126465
	Iteration 43Q: 3 clusters Score -2979565 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 24711 members 
Entering Unmasked Estep 
Score: -2979581.000000 Penalty: 5034.126465
	Iteration 44Q: 3 clusters Score -2979581 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 24726 members 
Entering Unmasked Estep 
Score: -2979586.500000 Penalty: 5034.126465
	Iteration 45Q: 3 clusters Score -2979586 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 24744 members 
Entering Unmasked Estep 
Score: -2979600.750000 Penalty: 5034.126465
	Iteration 46Q: 3 clusters Score -2979601 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 24753 members 
Entering Unmasked Estep 
Score: -2979610.250000 Penalty: 5034.126465
	Iteration 47Q: 3 clusters Score -2979610 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 24769 members 
Entering Unmasked Estep 
Score: -2979621.500000 Penalty: 5034.126465
	Iteration 48Q: 3 clusters Score -2979622 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 24778 members 
Entering Unmasked Estep 
Score: -2979630.750000 Penalty: 5034.126465
	Iteration 49Q: 3 clusters Score -2979631 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 24787 members 
Entering Unmasked Estep 
Score: -2979642.500000 Penalty: 5034.126465
	Iteration 50Q: 3 clusters Score -2979642 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 24794 members 
Entering Unmasked Estep 
Score: -2979652.250000 Penalty: 5034.126465
	Iteration 51Q: 3 clusters Score -2979652 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 24803 members 
Entering Unmasked Estep 
Score: -2979649.250000 Penalty: 5034.126465
	Iteration 52Q: 3 clusters Score -2979649 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 24806 members 
Entering Unmasked Estep 
Score: -2979651.500000 Penalty: 5034.126465
	Iteration 53Q: 3 clusters Score -2979652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 24810 members 
Entering Unmasked Estep 
Score: -2979652.250000 Penalty: 5034.126465
	Iteration 54Q: 3 clusters Score -2979652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 24813 members 
Entering Unmasked Estep 
Score: -2979654.500000 Penalty: 5034.126465
	Iteration 55Q: 3 clusters Score -2979654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 24813 members 
Entering Unmasked Estep 
Score: -2979654.500000 Penalty: 5034.126465
	Iteration 56Q: 3 clusters Score -2979654 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 24813 members 
Entering Unmasked Estep 
Score: -2979654.500000 Penalty: 5034.126465
	Iteration 57F: 3 clusters Score -2979654 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Entering Unmasked Estep 
Score: -583265.375000 Penalty: 2134.861572
	Iteration 0F: 2 clusters Score -583265.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -578495.437500 Penalty: 4269.723145
	Iteration 0F: 3 clusters Score -578495.4 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -579794.875000 Penalty: 4269.723145
	Iteration 1F: 3 clusters Score -579794.9 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -580108.250000 Penalty: 4269.723145
	Iteration 2F: 3 clusters Score -580108.2 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -580377.312500 Penalty: 4269.723145
	Iteration 3F: 3 clusters Score -580377.3 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -580677.062500 Penalty: 4269.723145
	Iteration 4F: 3 clusters Score -580677.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -580942.937500 Penalty: 4269.723145
	Iteration 5Q: 3 clusters Score -580942.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -581183.750000 Penalty: 4269.723145
	Iteration 6Q: 3 clusters Score -581183.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -581419.062500 Penalty: 4269.723145
	Iteration 7Q: 3 clusters Score -581419.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -581637.562500 Penalty: 4269.723145
	Iteration 8Q: 3 clusters Score -581637.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -581788.687500 Penalty: 4269.723145
	Iteration 9Q: 3 clusters Score -581788.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -581905.687500 Penalty: 4269.723145
	Iteration 10Q: 3 clusters Score -581905.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -582020.250000 Penalty: 4269.723145
	Iteration 11Q: 3 clusters Score -582020.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -582122.812500 Penalty: 4269.723145
	Iteration 12Q: 3 clusters Score -582122.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -582207.062500 Penalty: 4269.723145
	Iteration 13Q: 3 clusters Score -582207.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -582281.000000 Penalty: 4269.723145
	Iteration 14Q: 3 clusters Score -582281 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -582345.000000 Penalty: 4269.723145
	Iteration 15Q: 3 clusters Score -582345 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -582396.562500 Penalty: 4269.723145
	Iteration 16Q: 3 clusters Score -582396.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -582428.187500 Penalty: 4269.723145
	Iteration 17Q: 3 clusters Score -582428.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -582453.125000 Penalty: 4269.723145
	Iteration 18Q: 3 clusters Score -582453.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -582471.562500 Penalty: 4269.723145
	Iteration 19Q: 3 clusters Score -582471.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -582488.687500 Penalty: 4269.723145
	Iteration 20F: 3 clusters Score -582488.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -582507.312500 Penalty: 4269.723145
	Iteration 21Q: 3 clusters Score -582507.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -582520.875000 Penalty: 4269.723145
	Iteration 22Q: 3 clusters Score -582520.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -582530.937500 Penalty: 4269.723145
	Iteration 23Q: 3 clusters Score -582530.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -582534.312500 Penalty: 4269.723145
	Iteration 24Q: 3 clusters Score -582534.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -582536.125000 Penalty: 4269.723145
	Iteration 25Q: 3 clusters Score -582536.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -582539.375000 Penalty: 4269.723145
	Iteration 26Q: 3 clusters Score -582539.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -582542.437500 Penalty: 4269.723145
	Iteration 27Q: 3 clusters Score -582542.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -582545.187500 Penalty: 4269.723145
	Iteration 28Q: 3 clusters Score -582545.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -582547.687500 Penalty: 4269.723145
	Iteration 29Q: 3 clusters Score -582547.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -582548.312500 Penalty: 4269.723145
	Iteration 30Q: 3 clusters Score -582548.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -582548.062500 Penalty: 4269.723145
	Iteration 31Q: 3 clusters Score -582548.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -582548.625000 Penalty: 4269.723145
	Iteration 32Q: 3 clusters Score -582548.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -582549.625000 Penalty: 4269.723145
	Iteration 33Q: 3 clusters Score -582549.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -582550.250000 Penalty: 4269.723145
	Iteration 34Q: 3 clusters Score -582550.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -582552.875000 Penalty: 4269.723145
	Iteration 35Q: 3 clusters Score -582552.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -582553.375000 Penalty: 4269.723145
	Iteration 36Q: 3 clusters Score -582553.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -582554.187500 Penalty: 4269.723145
	Iteration 37Q: 3 clusters Score -582554.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -582555.312500 Penalty: 4269.723145
	Iteration 38Q: 3 clusters Score -582555.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -582555.312500 Penalty: 4269.723145
	Iteration 39F: 3 clusters Score -582555.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (118574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118574 members 
Entering Unmasked Estep 
Score: -14093906.000000 Penalty: 2897.456543
	Iteration 0F: 2 clusters Score -1.409391e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59315 members 
Mstep: Class 2 contains 59259 members 
Entering Unmasked Estep 
Score: -14014681.000000 Penalty: 5794.913086
	Iteration 0F: 3 clusters Score -1.401468e+07 nChanged 56327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60110 members 
Mstep: Class 2 contains 58464 members 
Entering Unmasked Estep 
Score: -14046561.000000 Penalty: 5794.913086
	Iteration 1F: 3 clusters Score -1.404656e+07 nChanged 3883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60913 members 
Mstep: Class 2 contains 57661 members 
Entering Unmasked Estep 
Score: -14047560.000000 Penalty: 5794.913086
	Iteration 2Q: 3 clusters Score -1.404756e+07 nChanged 4497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62466 members 
Mstep: Class 2 contains 56108 members 
Entering Unmasked Estep 
Score: -14049069.000000 Penalty: 5794.913086
	Iteration 3Q: 3 clusters Score -1.404907e+07 nChanged 5598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64840 members 
Mstep: Class 2 contains 53734 members 
Entering Unmasked Estep 
Score: -14051702.000000 Penalty: 5794.913086
	Iteration 4Q: 3 clusters Score -1.40517e+07 nChanged 7156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68320 members 
Mstep: Class 2 contains 50254 members 
Entering Unmasked Estep 
Score: -14055690.000000 Penalty: 5794.913086
	Iteration 5F: 3 clusters Score -1.405569e+07 nChanged 8311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72735 members 
Mstep: Class 2 contains 45839 members 
Entering Unmasked Estep 
Score: -14060829.000000 Penalty: 5794.913086
	Iteration 6F: 3 clusters Score -1.406083e+07 nChanged 8660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77479 members 
Mstep: Class 2 contains 41095 members 
Entering Unmasked Estep 
Score: -14066149.000000 Penalty: 5794.913086
	Iteration 7F: 3 clusters Score -1.406615e+07 nChanged 7462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81903 members 
Mstep: Class 2 contains 36671 members 
Entering Unmasked Estep 
Score: -14070312.000000 Penalty: 5794.913086
	Iteration 8F: 3 clusters Score -1.407031e+07 nChanged 5934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85917 members 
Mstep: Class 2 contains 32657 members 
Entering Unmasked Estep 
Score: -14073438.000000 Penalty: 5794.913086
	Iteration 9F: 3 clusters Score -1.407344e+07 nChanged 4678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89641 members 
Mstep: Class 2 contains 28933 members 
Entering Unmasked Estep 
Score: -14076282.000000 Penalty: 5794.913086
	Iteration 10Q: 3 clusters Score -1.407628e+07 nChanged 3982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93167 members 
Mstep: Class 2 contains 25407 members 
Entering Unmasked Estep 
Score: -14079056.000000 Penalty: 5794.913086
	Iteration 11Q: 3 clusters Score -1.407906e+07 nChanged 3545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96430 members 
Mstep: Class 2 contains 22144 members 
Entering Unmasked Estep 
Score: -14081896.000000 Penalty: 5794.913086
	Iteration 12Q: 3 clusters Score -1.40819e+07 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99253 members 
Mstep: Class 2 contains 19321 members 
Entering Unmasked Estep 
Score: -14084462.000000 Penalty: 5794.913086
	Iteration 13Q: 3 clusters Score -1.408446e+07 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101552 members 
Mstep: Class 2 contains 17022 members 
Entering Unmasked Estep 
Score: -14086404.000000 Penalty: 5794.913086
	Iteration 14Q: 3 clusters Score -1.40864e+07 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103432 members 
Mstep: Class 2 contains 15142 members 
Entering Unmasked Estep 
Score: -14087779.000000 Penalty: 5794.913086
	Iteration 15Q: 3 clusters Score -1.408778e+07 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105072 members 
Mstep: Class 2 contains 13502 members 
Entering Unmasked Estep 
Score: -14088725.000000 Penalty: 5794.913086
	Iteration 16Q: 3 clusters Score -1.408872e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106470 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
Score: -14089442.000000 Penalty: 5794.913086
	Iteration 17Q: 3 clusters Score -1.408944e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107633 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -14089974.000000 Penalty: 5794.913086
	Iteration 18Q: 3 clusters Score -1.408997e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108576 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -14090402.000000 Penalty: 5794.913086
	Iteration 19Q: 3 clusters Score -1.40904e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109371 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -14090755.000000 Penalty: 5794.913086
	Iteration 20F: 3 clusters Score -1.409076e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110051 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -14091039.000000 Penalty: 5794.913086
	Iteration 21Q: 3 clusters Score -1.409104e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110625 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -14091233.000000 Penalty: 5794.913086
	Iteration 22Q: 3 clusters Score -1.409123e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111117 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -14091462.000000 Penalty: 5794.913086
	Iteration 23Q: 3 clusters Score -1.409146e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111528 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -14091607.000000 Penalty: 5794.913086
	Iteration 24Q: 3 clusters Score -1.409161e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111856 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -14091769.000000 Penalty: 5794.913086
	Iteration 25Q: 3 clusters Score -1.409177e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112136 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -14091896.000000 Penalty: 5794.913086
	Iteration 26Q: 3 clusters Score -1.40919e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112367 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -14091909.000000 Penalty: 5794.913086
	Iteration 27Q: 3 clusters Score -1.409191e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112570 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -14091966.000000 Penalty: 5794.913086
	Iteration 28Q: 3 clusters Score -1.409197e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112754 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -14091997.000000 Penalty: 5794.913086
	Iteration 29Q: 3 clusters Score -1.4092e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112897 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -14092040.000000 Penalty: 5794.913086
	Iteration 30Q: 3 clusters Score -1.409204e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113006 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -14092052.000000 Penalty: 5794.913086
	Iteration 31Q: 3 clusters Score -1.409205e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113116 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -14092084.000000 Penalty: 5794.913086
	Iteration 32Q: 3 clusters Score -1.409208e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113209 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -14092107.000000 Penalty: 5794.913086
	Iteration 33Q: 3 clusters Score -1.409211e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113288 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -14092148.000000 Penalty: 5794.913086
	Iteration 34Q: 3 clusters Score -1.409215e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113370 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -14092137.000000 Penalty: 5794.913086
	Iteration 35Q: 3 clusters Score -1.409214e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113449 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -14092149.000000 Penalty: 5794.913086
	Iteration 36Q: 3 clusters Score -1.409215e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113525 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -14092190.000000 Penalty: 5794.913086
	Iteration 37Q: 3 clusters Score -1.409219e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113584 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -14092203.000000 Penalty: 5794.913086
	Iteration 38Q: 3 clusters Score -1.40922e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113636 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -14092193.000000 Penalty: 5794.913086
	Iteration 39Q: 3 clusters Score -1.409219e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113676 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -14092181.000000 Penalty: 5794.913086
	Iteration 40F: 3 clusters Score -1.409218e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113716 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -14092162.000000 Penalty: 5794.913086
	Iteration 41Q: 3 clusters Score -1.409216e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113751 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -14092177.000000 Penalty: 5794.913086
	Iteration 42Q: 3 clusters Score -1.409218e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113787 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -14092175.000000 Penalty: 5794.913086
	Iteration 43Q: 3 clusters Score -1.409218e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113819 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -14092192.000000 Penalty: 5794.913086
	Iteration 44Q: 3 clusters Score -1.409219e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113855 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -14092184.000000 Penalty: 5794.913086
	Iteration 45Q: 3 clusters Score -1.409218e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113893 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -14092188.000000 Penalty: 5794.913086
	Iteration 46Q: 3 clusters Score -1.409219e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113924 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -14092186.000000 Penalty: 5794.913086
	Iteration 47Q: 3 clusters Score -1.409219e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113960 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -14092217.000000 Penalty: 5794.913086
	Iteration 48Q: 3 clusters Score -1.409222e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113997 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -14092243.000000 Penalty: 5794.913086
	Iteration 49Q: 3 clusters Score -1.409224e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114036 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -14092216.000000 Penalty: 5794.913086
	Iteration 50Q: 3 clusters Score -1.409222e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114074 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -14092240.000000 Penalty: 5794.913086
	Iteration 51Q: 3 clusters Score -1.409224e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114102 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -14092234.000000 Penalty: 5794.913086
	Iteration 52Q: 3 clusters Score -1.409223e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114131 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -14092247.000000 Penalty: 5794.913086
	Iteration 53Q: 3 clusters Score -1.409225e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114141 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -14092256.000000 Penalty: 5794.913086
	Iteration 54Q: 3 clusters Score -1.409226e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114150 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -14092263.000000 Penalty: 5794.913086
	Iteration 55Q: 3 clusters Score -1.409226e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114159 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -14092252.000000 Penalty: 5794.913086
	Iteration 56Q: 3 clusters Score -1.409225e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114164 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -14092244.000000 Penalty: 5794.913086
	Iteration 57Q: 3 clusters Score -1.409224e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114168 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -14092245.000000 Penalty: 5794.913086
	Iteration 58Q: 3 clusters Score -1.409224e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114172 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -14092257.000000 Penalty: 5794.913086
	Iteration 59Q: 3 clusters Score -1.409226e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114174 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -14092248.000000 Penalty: 5794.913086
	Iteration 60F: 3 clusters Score -1.409225e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114176 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -14092240.000000 Penalty: 5794.913086
	Iteration 61Q: 3 clusters Score -1.409224e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114179 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -14092251.000000 Penalty: 5794.913086
	Iteration 62Q: 3 clusters Score -1.409225e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114183 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -14092231.000000 Penalty: 5794.913086
	Iteration 63Q: 3 clusters Score -1.409223e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114189 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -14092230.000000 Penalty: 5794.913086
	Iteration 64Q: 3 clusters Score -1.409223e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114194 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -14092230.000000 Penalty: 5794.913086
	Iteration 65Q: 3 clusters Score -1.409223e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114201 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -14092234.000000 Penalty: 5794.913086
	Iteration 66Q: 3 clusters Score -1.409223e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114206 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -14092248.000000 Penalty: 5794.913086
	Iteration 67Q: 3 clusters Score -1.409225e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114215 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -14092236.000000 Penalty: 5794.913086
	Iteration 68Q: 3 clusters Score -1.409224e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114220 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -14092234.000000 Penalty: 5794.913086
	Iteration 69Q: 3 clusters Score -1.409223e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114223 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -14092227.000000 Penalty: 5794.913086
	Iteration 70Q: 3 clusters Score -1.409223e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114227 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -14092231.000000 Penalty: 5794.913086
	Iteration 71Q: 3 clusters Score -1.409223e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114233 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -14092231.000000 Penalty: 5794.913086
	Iteration 72Q: 3 clusters Score -1.409223e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114241 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -14092228.000000 Penalty: 5794.913086
	Iteration 73Q: 3 clusters Score -1.409223e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114250 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -14092246.000000 Penalty: 5794.913086
	Iteration 74Q: 3 clusters Score -1.409225e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114259 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -14092237.000000 Penalty: 5794.913086
	Iteration 75Q: 3 clusters Score -1.409224e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114266 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -14092241.000000 Penalty: 5794.913086
	Iteration 76Q: 3 clusters Score -1.409224e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114271 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -14092249.000000 Penalty: 5794.913086
	Iteration 77Q: 3 clusters Score -1.409225e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114276 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -14092262.000000 Penalty: 5794.913086
	Iteration 78Q: 3 clusters Score -1.409226e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114280 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -14092258.000000 Penalty: 5794.913086
	Iteration 79Q: 3 clusters Score -1.409226e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114282 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -14092266.000000 Penalty: 5794.913086
	Iteration 80F: 3 clusters Score -1.409227e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114285 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -14092266.000000 Penalty: 5794.913086
	Iteration 81Q: 3 clusters Score -1.409227e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114286 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -14092256.000000 Penalty: 5794.913086
	Iteration 82Q: 3 clusters Score -1.409226e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114286 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -14092256.000000 Penalty: 5794.913086
	Iteration 83F: 3 clusters Score -1.409226e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (37172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37172 members 
Entering Unmasked Estep 
Score: -4092920.500000 Penalty: 2609.781006
	Iteration 0F: 2 clusters Score -4092920 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18779 members 
Mstep: Class 2 contains 18393 members 
Entering Unmasked Estep 
Score: -4067852.250000 Penalty: 5219.562012
	Iteration 0F: 3 clusters Score -4067852 nChanged 16855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19858 members 
Mstep: Class 2 contains 17314 members 
Entering Unmasked Estep 
Score: -4077206.000000 Penalty: 5219.562012
	Iteration 1F: 3 clusters Score -4077206 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20477 members 
Mstep: Class 2 contains 16695 members 
Entering Unmasked Estep 
Score: -4078227.000000 Penalty: 5219.562012
	Iteration 2F: 3 clusters Score -4078227 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21297 members 
Mstep: Class 2 contains 15875 members 
Entering Unmasked Estep 
Score: -4079359.750000 Penalty: 5219.562012
	Iteration 3F: 3 clusters Score -4079360 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22385 members 
Mstep: Class 2 contains 14787 members 
Entering Unmasked Estep 
Score: -4080606.250000 Penalty: 5219.562012
	Iteration 4F: 3 clusters Score -4080606 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23702 members 
Mstep: Class 2 contains 13470 members 
Entering Unmasked Estep 
Score: -4081888.000000 Penalty: 5219.562012
	Iteration 5F: 3 clusters Score -4081888 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25315 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -4083408.250000 Penalty: 5219.562012
	Iteration 6F: 3 clusters Score -4083408 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27018 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -4084857.750000 Penalty: 5219.562012
	Iteration 7F: 3 clusters Score -4084858 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28784 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -4086426.000000 Penalty: 5219.562012
	Iteration 8F: 3 clusters Score -4086426 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30384 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -4087826.000000 Penalty: 5219.562012
	Iteration 9Q: 3 clusters Score -4087826 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31662 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -4088870.750000 Penalty: 5219.562012
	Iteration 10Q: 3 clusters Score -4088871 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32635 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -4089576.250000 Penalty: 5219.562012
	Iteration 11Q: 3 clusters Score -4089576 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33413 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -4090140.500000 Penalty: 5219.562012
	Iteration 12Q: 3 clusters Score -4090140 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34006 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -4090542.500000 Penalty: 5219.562012
	Iteration 13Q: 3 clusters Score -4090542 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34485 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -4090857.250000 Penalty: 5219.562012
	Iteration 14Q: 3 clusters Score -4090857 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34865 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -4091125.000000 Penalty: 5219.562012
	Iteration 15Q: 3 clusters Score -4091125 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35182 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -4091339.000000 Penalty: 5219.562012
	Iteration 16Q: 3 clusters Score -4091339 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35458 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -4091543.500000 Penalty: 5219.562012
	Iteration 17Q: 3 clusters Score -4091544 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35644 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -4091666.000000 Penalty: 5219.562012
	Iteration 18Q: 3 clusters Score -4091666 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35787 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -4091752.000000 Penalty: 5219.562012
	Iteration 19Q: 3 clusters Score -4091752 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35882 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -4091823.250000 Penalty: 5219.562012
	Iteration 20F: 3 clusters Score -4091823 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35965 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -4091872.750000 Penalty: 5219.562012
	Iteration 21Q: 3 clusters Score -4091873 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36021 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -4091908.500000 Penalty: 5219.562012
	Iteration 22Q: 3 clusters Score -4091908 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36057 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -4091928.250000 Penalty: 5219.562012
	Iteration 23Q: 3 clusters Score -4091928 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36090 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -4091946.000000 Penalty: 5219.562012
	Iteration 24Q: 3 clusters Score -4091946 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36112 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -4091961.250000 Penalty: 5219.562012
	Iteration 25Q: 3 clusters Score -4091961 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36130 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -4091977.750000 Penalty: 5219.562012
	Iteration 26Q: 3 clusters Score -4091978 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36150 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -4091999.500000 Penalty: 5219.562012
	Iteration 27Q: 3 clusters Score -4092000 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36174 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -4092008.750000 Penalty: 5219.562012
	Iteration 28Q: 3 clusters Score -4092009 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36195 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -4092015.750000 Penalty: 5219.562012
	Iteration 29Q: 3 clusters Score -4092016 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36207 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -4092030.000000 Penalty: 5219.562012
	Iteration 30Q: 3 clusters Score -4092030 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36233 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -4092038.750000 Penalty: 5219.562012
	Iteration 31Q: 3 clusters Score -4092039 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36258 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -4092050.750000 Penalty: 5219.562012
	Iteration 32Q: 3 clusters Score -4092051 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36276 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -4092062.500000 Penalty: 5219.562012
	Iteration 33Q: 3 clusters Score -4092062 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36283 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -4092066.000000 Penalty: 5219.562012
	Iteration 34Q: 3 clusters Score -4092066 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36291 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -4092065.000000 Penalty: 5219.562012
	Iteration 35Q: 3 clusters Score -4092065 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36307 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -4092076.250000 Penalty: 5219.562012
	Iteration 36Q: 3 clusters Score -4092076 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36316 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -4092080.000000 Penalty: 5219.562012
	Iteration 37Q: 3 clusters Score -4092080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36322 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -4092081.000000 Penalty: 5219.562012
	Iteration 38Q: 3 clusters Score -4092081 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36325 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -4092083.000000 Penalty: 5219.562012
	Iteration 39Q: 3 clusters Score -4092083 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36328 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -4092083.750000 Penalty: 5219.562012
	Iteration 40F: 3 clusters Score -4092084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36330 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -4092086.500000 Penalty: 5219.562012
	Iteration 41Q: 3 clusters Score -4092086 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36330 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -4092086.500000 Penalty: 5219.562012
	Iteration 42F: 3 clusters Score -4092086 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Entering Unmasked Estep 
Score: -44736.273438 Penalty: 1497.391968
	Iteration 0F: 2 clusters Score -44736.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -43247.339844 Penalty: 2994.783936
	Iteration 0F: 3 clusters Score -43247.34 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -43393.644531 Penalty: 2994.783936
	Iteration 1F: 3 clusters Score -43393.64 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -43454.527344 Penalty: 2994.783936
	Iteration 2Q: 3 clusters Score -43454.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -43477.328125 Penalty: 2994.783936
	Iteration 3Q: 3 clusters Score -43477.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -43501.304688 Penalty: 2994.783936
	Iteration 4Q: 3 clusters Score -43501.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -43523.062500 Penalty: 2994.783936
	Iteration 5Q: 3 clusters Score -43523.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -43534.648438 Penalty: 2994.783936
	Iteration 6Q: 3 clusters Score -43534.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -43542.039062 Penalty: 2994.783936
	Iteration 7Q: 3 clusters Score -43542.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -43542.917969 Penalty: 2994.783936
	Iteration 8Q: 3 clusters Score -43542.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -43542.917969 Penalty: 2994.783936
	Iteration 9F: 3 clusters Score -43542.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Entering Unmasked Estep 
Score: -604376.812500 Penalty: 2137.115234
	Iteration 0F: 2 clusters Score -604376.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -599493.687500 Penalty: 4274.230469
	Iteration 0F: 3 clusters Score -599493.7 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -600793.750000 Penalty: 4274.230469
	Iteration 1F: 3 clusters Score -600793.8 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -601076.375000 Penalty: 4274.230469
	Iteration 2F: 3 clusters Score -601076.4 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -601342.750000 Penalty: 4274.230469
	Iteration 3F: 3 clusters Score -601342.8 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -601630.687500 Penalty: 4274.230469
	Iteration 4F: 3 clusters Score -601630.7 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -601958.687500 Penalty: 4274.230469
	Iteration 5F: 3 clusters Score -601958.7 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -602320.500000 Penalty: 4274.230469
	Iteration 6F: 3 clusters Score -602320.5 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -602737.812500 Penalty: 4274.230469
	Iteration 7F: 3 clusters Score -602737.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -603066.125000 Penalty: 4274.230469
	Iteration 8F: 3 clusters Score -603066.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -603273.812500 Penalty: 4274.230469
	Iteration 9Q: 3 clusters Score -603273.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -603376.312500 Penalty: 4274.230469
	Iteration 10Q: 3 clusters Score -603376.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -603445.625000 Penalty: 4274.230469
	Iteration 11Q: 3 clusters Score -603445.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -603494.187500 Penalty: 4274.230469
	Iteration 12Q: 3 clusters Score -603494.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -603516.500000 Penalty: 4274.230469
	Iteration 13Q: 3 clusters Score -603516.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -603532.000000 Penalty: 4274.230469
	Iteration 14Q: 3 clusters Score -603532 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -603546.500000 Penalty: 4274.230469
	Iteration 15Q: 3 clusters Score -603546.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -603556.562500 Penalty: 4274.230469
	Iteration 16Q: 3 clusters Score -603556.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -603561.375000 Penalty: 4274.230469
	Iteration 17Q: 3 clusters Score -603561.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -603562.375000 Penalty: 4274.230469
	Iteration 18Q: 3 clusters Score -603562.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -603564.625000 Penalty: 4274.230469
	Iteration 19Q: 3 clusters Score -603564.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -603567.000000 Penalty: 4274.230469
	Iteration 20F: 3 clusters Score -603567 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -603567.687500 Penalty: 4274.230469
	Iteration 21Q: 3 clusters Score -603567.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -603569.500000 Penalty: 4274.230469
	Iteration 22Q: 3 clusters Score -603569.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -603571.250000 Penalty: 4274.230469
	Iteration 23Q: 3 clusters Score -603571.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -603573.500000 Penalty: 4274.230469
	Iteration 24Q: 3 clusters Score -603573.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -603576.937500 Penalty: 4274.230469
	Iteration 25Q: 3 clusters Score -603576.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -603577.625000 Penalty: 4274.230469
	Iteration 26Q: 3 clusters Score -603577.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -603577.812500 Penalty: 4274.230469
	Iteration 27Q: 3 clusters Score -603577.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -603577.812500 Penalty: 4274.230469
	Iteration 28F: 3 clusters Score -603577.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (4214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Entering Unmasked Estep 
Score: -490439.968750 Penalty: 2069.849609
	Iteration 0F: 2 clusters Score -490440 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -486447.687500 Penalty: 4139.699219
	Iteration 0F: 3 clusters Score -486447.7 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -487413.781250 Penalty: 4139.699219
	Iteration 1F: 3 clusters Score -487413.8 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -487679.250000 Penalty: 4139.699219
	Iteration 2F: 3 clusters Score -487679.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -487875.687500 Penalty: 4139.699219
	Iteration 3F: 3 clusters Score -487875.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -488054.750000 Penalty: 4139.699219
	Iteration 4F: 3 clusters Score -488054.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -488232.906250 Penalty: 4139.699219
	Iteration 5Q: 3 clusters Score -488232.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -488432.593750 Penalty: 4139.699219
	Iteration 6Q: 3 clusters Score -488432.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -488603.562500 Penalty: 4139.699219
	Iteration 7Q: 3 clusters Score -488603.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -488755.500000 Penalty: 4139.699219
	Iteration 8Q: 3 clusters Score -488755.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -488855.312500 Penalty: 4139.699219
	Iteration 9Q: 3 clusters Score -488855.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -488930.875000 Penalty: 4139.699219
	Iteration 10Q: 3 clusters Score -488930.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -488996.031250 Penalty: 4139.699219
	Iteration 11Q: 3 clusters Score -488996 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -489073.437500 Penalty: 4139.699219
	Iteration 12Q: 3 clusters Score -489073.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -489136.343750 Penalty: 4139.699219
	Iteration 13Q: 3 clusters Score -489136.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -489184.468750 Penalty: 4139.699219
	Iteration 14Q: 3 clusters Score -489184.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -489235.656250 Penalty: 4139.699219
	Iteration 15Q: 3 clusters Score -489235.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -489268.281250 Penalty: 4139.699219
	Iteration 16Q: 3 clusters Score -489268.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -489294.125000 Penalty: 4139.699219
	Iteration 17Q: 3 clusters Score -489294.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -489320.062500 Penalty: 4139.699219
	Iteration 18Q: 3 clusters Score -489320.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -489337.562500 Penalty: 4139.699219
	Iteration 19Q: 3 clusters Score -489337.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -489350.125000 Penalty: 4139.699219
	Iteration 20F: 3 clusters Score -489350.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -489362.781250 Penalty: 4139.699219
	Iteration 21Q: 3 clusters Score -489362.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -489372.843750 Penalty: 4139.699219
	Iteration 22Q: 3 clusters Score -489372.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -489382.875000 Penalty: 4139.699219
	Iteration 23Q: 3 clusters Score -489382.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -489387.500000 Penalty: 4139.699219
	Iteration 24Q: 3 clusters Score -489387.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -489393.687500 Penalty: 4139.699219
	Iteration 25Q: 3 clusters Score -489393.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -489397.000000 Penalty: 4139.699219
	Iteration 26Q: 3 clusters Score -489397 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -489401.031250 Penalty: 4139.699219
	Iteration 27Q: 3 clusters Score -489401 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -489405.812500 Penalty: 4139.699219
	Iteration 28Q: 3 clusters Score -489405.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -489407.531250 Penalty: 4139.699219
	Iteration 29Q: 3 clusters Score -489407.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -489411.437500 Penalty: 4139.699219
	Iteration 30Q: 3 clusters Score -489411.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -489413.281250 Penalty: 4139.699219
	Iteration 31Q: 3 clusters Score -489413.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -489416.531250 Penalty: 4139.699219
	Iteration 32Q: 3 clusters Score -489416.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -489420.718750 Penalty: 4139.699219
	Iteration 33Q: 3 clusters Score -489420.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -489422.062500 Penalty: 4139.699219
	Iteration 34Q: 3 clusters Score -489422.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -489422.062500 Penalty: 4139.699219
	Iteration 35F: 3 clusters Score -489422.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (3155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Entering Unmasked Estep 
Score: -325400.687500 Penalty: 1998.072388
	Iteration 0F: 2 clusters Score -325400.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -322024.468750 Penalty: 3996.144775
	Iteration 0F: 3 clusters Score -322024.5 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -322771.906250 Penalty: 3996.144775
	Iteration 1F: 3 clusters Score -322771.9 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -322965.875000 Penalty: 3996.144775
	Iteration 2F: 3 clusters Score -322965.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -323069.375000 Penalty: 3996.144775
	Iteration 3Q: 3 clusters Score -323069.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -323140.375000 Penalty: 3996.144775
	Iteration 4Q: 3 clusters Score -323140.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -323213.843750 Penalty: 3996.144775
	Iteration 5Q: 3 clusters Score -323213.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -323305.250000 Penalty: 3996.144775
	Iteration 6Q: 3 clusters Score -323305.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -323387.687500 Penalty: 3996.144775
	Iteration 7Q: 3 clusters Score -323387.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -323455.093750 Penalty: 3996.144775
	Iteration 8Q: 3 clusters Score -323455.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -323526.437500 Penalty: 3996.144775
	Iteration 9Q: 3 clusters Score -323526.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -323583.687500 Penalty: 3996.144775
	Iteration 10Q: 3 clusters Score -323583.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -323619.500000 Penalty: 3996.144775
	Iteration 11Q: 3 clusters Score -323619.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -323644.031250 Penalty: 3996.144775
	Iteration 12Q: 3 clusters Score -323644 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -323669.000000 Penalty: 3996.144775
	Iteration 13Q: 3 clusters Score -323669 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -323703.843750 Penalty: 3996.144775
	Iteration 14Q: 3 clusters Score -323703.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -323729.906250 Penalty: 3996.144775
	Iteration 15Q: 3 clusters Score -323729.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -323750.562500 Penalty: 3996.144775
	Iteration 16Q: 3 clusters Score -323750.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -323761.031250 Penalty: 3996.144775
	Iteration 17Q: 3 clusters Score -323761 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -323772.625000 Penalty: 3996.144775
	Iteration 18Q: 3 clusters Score -323772.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -323778.750000 Penalty: 3996.144775
	Iteration 19Q: 3 clusters Score -323778.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -323782.875000 Penalty: 3996.144775
	Iteration 20F: 3 clusters Score -323782.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -323785.375000 Penalty: 3996.144775
	Iteration 21Q: 3 clusters Score -323785.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -323789.187500 Penalty: 3996.144775
	Iteration 22Q: 3 clusters Score -323789.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -323790.562500 Penalty: 3996.144775
	Iteration 23Q: 3 clusters Score -323790.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -323791.375000 Penalty: 3996.144775
	Iteration 24Q: 3 clusters Score -323791.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -323792.562500 Penalty: 3996.144775
	Iteration 25Q: 3 clusters Score -323792.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -323795.562500 Penalty: 3996.144775
	Iteration 26Q: 3 clusters Score -323795.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -323796.812500 Penalty: 3996.144775
	Iteration 27Q: 3 clusters Score -323796.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -323796.968750 Penalty: 3996.144775
	Iteration 28Q: 3 clusters Score -323797 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -323797.937500 Penalty: 3996.144775
	Iteration 29Q: 3 clusters Score -323797.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -323799.531250 Penalty: 3996.144775
	Iteration 30Q: 3 clusters Score -323799.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -323800.250000 Penalty: 3996.144775
	Iteration 31Q: 3 clusters Score -323800.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -323800.250000 Penalty: 3996.144775
	Iteration 32F: 3 clusters Score -323800.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Entering Unmasked Estep 
Score: -119849.054688 Penalty: 1750.145142
	Iteration 0F: 2 clusters Score -119849.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -117943.476562 Penalty: 3500.290283
	Iteration 0F: 3 clusters Score -117943.5 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -118524.007812 Penalty: 3500.290283
	Iteration 1F: 3 clusters Score -118524 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -118745.453125 Penalty: 3500.290283
	Iteration 2F: 3 clusters Score -118745.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -118845.421875 Penalty: 3500.290283
	Iteration 3F: 3 clusters Score -118845.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -118931.093750 Penalty: 3500.290283
	Iteration 4Q: 3 clusters Score -118931.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -119000.976562 Penalty: 3500.290283
	Iteration 5Q: 3 clusters Score -119001 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -119034.796875 Penalty: 3500.290283
	Iteration 6Q: 3 clusters Score -119034.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -119050.351562 Penalty: 3500.290283
	Iteration 7Q: 3 clusters Score -119050.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -119056.984375 Penalty: 3500.290283
	Iteration 8Q: 3 clusters Score -119057 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -119067.578125 Penalty: 3500.290283
	Iteration 9Q: 3 clusters Score -119067.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -119081.289062 Penalty: 3500.290283
	Iteration 10Q: 3 clusters Score -119081.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -119091.343750 Penalty: 3500.290283
	Iteration 11Q: 3 clusters Score -119091.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -119111.414062 Penalty: 3500.290283
	Iteration 12Q: 3 clusters Score -119111.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -119123.851562 Penalty: 3500.290283
	Iteration 13Q: 3 clusters Score -119123.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -119133.617188 Penalty: 3500.290283
	Iteration 14Q: 3 clusters Score -119133.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -119148.757812 Penalty: 3500.290283
	Iteration 15Q: 3 clusters Score -119148.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -119167.171875 Penalty: 3500.290283
	Iteration 16Q: 3 clusters Score -119167.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -119196.218750 Penalty: 3500.290283
	Iteration 17Q: 3 clusters Score -119196.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -119235.656250 Penalty: 3500.290283
	Iteration 18Q: 3 clusters Score -119235.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -119266.312500 Penalty: 3500.290283
	Iteration 19Q: 3 clusters Score -119266.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -119297.914062 Penalty: 3500.290283
	Iteration 20F: 3 clusters Score -119297.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -119336.203125 Penalty: 3500.290283
	Iteration 21Q: 3 clusters Score -119336.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -119387.429688 Penalty: 3500.290283
	Iteration 22Q: 3 clusters Score -119387.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -119435.617188 Penalty: 3500.290283
	Iteration 23Q: 3 clusters Score -119435.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -119467.281250 Penalty: 3500.290283
	Iteration 24Q: 3 clusters Score -119467.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -119473.242188 Penalty: 3500.290283
	Iteration 25Q: 3 clusters Score -119473.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -119478.726562 Penalty: 3500.290283
	Iteration 26Q: 3 clusters Score -119478.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -119482.179688 Penalty: 3500.290283
	Iteration 27Q: 3 clusters Score -119482.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -119483.726562 Penalty: 3500.290283
	Iteration 28Q: 3 clusters Score -119483.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -119485.570312 Penalty: 3500.290283
	Iteration 29Q: 3 clusters Score -119485.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -119485.570312 Penalty: 3500.290283
	Iteration 30F: 3 clusters Score -119485.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (10762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Entering Unmasked Estep 
Score: -1251359.625000 Penalty: 2302.376465
	Iteration 0F: 2 clusters Score -1251360 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -1243136.000000 Penalty: 4604.752930
	Iteration 0F: 3 clusters Score -1243136 nChanged 4523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1245505.125000 Penalty: 4604.752930
	Iteration 1F: 3 clusters Score -1245505 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -1245780.625000 Penalty: 4604.752930
	Iteration 2F: 3 clusters Score -1245781 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -1245999.125000 Penalty: 4604.752930
	Iteration 3Q: 3 clusters Score -1245999 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -1246176.375000 Penalty: 4604.752930
	Iteration 4Q: 3 clusters Score -1246176 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -1246369.625000 Penalty: 4604.752930
	Iteration 5Q: 3 clusters Score -1246370 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -1246582.125000 Penalty: 4604.752930
	Iteration 6Q: 3 clusters Score -1246582 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -1246802.125000 Penalty: 4604.752930
	Iteration 7Q: 3 clusters Score -1246802 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -1247010.500000 Penalty: 4604.752930
	Iteration 8Q: 3 clusters Score -1247010 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -1247276.375000 Penalty: 4604.752930
	Iteration 9Q: 3 clusters Score -1247276 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -1247597.125000 Penalty: 4604.752930
	Iteration 10Q: 3 clusters Score -1247597 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -1247947.625000 Penalty: 4604.752930
	Iteration 11Q: 3 clusters Score -1247948 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -1248302.000000 Penalty: 4604.752930
	Iteration 12Q: 3 clusters Score -1248302 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -1248633.000000 Penalty: 4604.752930
	Iteration 13Q: 3 clusters Score -1248633 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -1248912.500000 Penalty: 4604.752930
	Iteration 14Q: 3 clusters Score -1248912 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -1249128.875000 Penalty: 4604.752930
	Iteration 15Q: 3 clusters Score -1249129 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -1249264.000000 Penalty: 4604.752930
	Iteration 16Q: 3 clusters Score -1249264 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -1249350.250000 Penalty: 4604.752930
	Iteration 17Q: 3 clusters Score -1249350 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -1249411.625000 Penalty: 4604.752930
	Iteration 18Q: 3 clusters Score -1249412 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -1249466.875000 Penalty: 4604.752930
	Iteration 19Q: 3 clusters Score -1249467 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -1249514.375000 Penalty: 4604.752930
	Iteration 20F: 3 clusters Score -1249514 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -1249560.875000 Penalty: 4604.752930
	Iteration 21Q: 3 clusters Score -1249561 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -1249597.500000 Penalty: 4604.752930
	Iteration 22Q: 3 clusters Score -1249598 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -1249633.500000 Penalty: 4604.752930
	Iteration 23Q: 3 clusters Score -1249634 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -1249657.500000 Penalty: 4604.752930
	Iteration 24Q: 3 clusters Score -1249658 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -1249681.500000 Penalty: 4604.752930
	Iteration 25Q: 3 clusters Score -1249682 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -1249695.000000 Penalty: 4604.752930
	Iteration 26Q: 3 clusters Score -1249695 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -1249702.125000 Penalty: 4604.752930
	Iteration 27Q: 3 clusters Score -1249702 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -1249705.875000 Penalty: 4604.752930
	Iteration 28Q: 3 clusters Score -1249706 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -1249712.125000 Penalty: 4604.752930
	Iteration 29Q: 3 clusters Score -1249712 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -1249716.875000 Penalty: 4604.752930
	Iteration 30Q: 3 clusters Score -1249717 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -1249716.125000 Penalty: 4604.752930
	Iteration 31Q: 3 clusters Score -1249716 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -1249716.125000 Penalty: 4604.752930
	Iteration 32F: 3 clusters Score -1249716 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Entering Unmasked Estep 
Score: -99057.515625 Penalty: 1692.174927
	Iteration 0F: 2 clusters Score -99057.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -97219.671875 Penalty: 3384.349854
	Iteration 0F: 3 clusters Score -97219.67 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -97555.554688 Penalty: 3384.349854
	Iteration 1F: 3 clusters Score -97555.55 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -97648.687500 Penalty: 3384.349854
	Iteration 2F: 3 clusters Score -97648.69 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -97672.484375 Penalty: 3384.349854
	Iteration 3Q: 3 clusters Score -97672.48 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -97692.101562 Penalty: 3384.349854
	Iteration 4Q: 3 clusters Score -97692.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -97709.257812 Penalty: 3384.349854
	Iteration 5Q: 3 clusters Score -97709.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -97719.867188 Penalty: 3384.349854
	Iteration 6Q: 3 clusters Score -97719.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -97724.609375 Penalty: 3384.349854
	Iteration 7Q: 3 clusters Score -97724.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -97725.507812 Penalty: 3384.349854
	Iteration 8Q: 3 clusters Score -97725.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -97727.765625 Penalty: 3384.349854
	Iteration 9Q: 3 clusters Score -97727.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -97728.671875 Penalty: 3384.349854
	Iteration 10Q: 3 clusters Score -97728.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -97729.367188 Penalty: 3384.349854
	Iteration 11Q: 3 clusters Score -97729.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -97729.367188 Penalty: 3384.349854
	Iteration 12F: 3 clusters Score -97729.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (8465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Entering Unmasked Estep 
Score: -959340.750000 Penalty: 2242.836426
	Iteration 0F: 2 clusters Score -959340.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -952645.125000 Penalty: 4485.672852
	Iteration 0F: 3 clusters Score -952645.1 nChanged 3444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -954554.875000 Penalty: 4485.672852
	Iteration 1F: 3 clusters Score -954554.9 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -954872.875000 Penalty: 4485.672852
	Iteration 2F: 3 clusters Score -954872.9 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -955084.250000 Penalty: 4485.672852
	Iteration 3F: 3 clusters Score -955084.2 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -955250.750000 Penalty: 4485.672852
	Iteration 4Q: 3 clusters Score -955250.8 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -955392.125000 Penalty: 4485.672852
	Iteration 5Q: 3 clusters Score -955392.1 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -955515.750000 Penalty: 4485.672852
	Iteration 6Q: 3 clusters Score -955515.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -955620.437500 Penalty: 4485.672852
	Iteration 7Q: 3 clusters Score -955620.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -955701.500000 Penalty: 4485.672852
	Iteration 8Q: 3 clusters Score -955701.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -955773.875000 Penalty: 4485.672852
	Iteration 9Q: 3 clusters Score -955773.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -955835.250000 Penalty: 4485.672852
	Iteration 10Q: 3 clusters Score -955835.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -955892.187500 Penalty: 4485.672852
	Iteration 11Q: 3 clusters Score -955892.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -955954.312500 Penalty: 4485.672852
	Iteration 12Q: 3 clusters Score -955954.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -956002.937500 Penalty: 4485.672852
	Iteration 13Q: 3 clusters Score -956002.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -956052.500000 Penalty: 4485.672852
	Iteration 14Q: 3 clusters Score -956052.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -956103.187500 Penalty: 4485.672852
	Iteration 15Q: 3 clusters Score -956103.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -956150.875000 Penalty: 4485.672852
	Iteration 16Q: 3 clusters Score -956150.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -956189.187500 Penalty: 4485.672852
	Iteration 17Q: 3 clusters Score -956189.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -956241.000000 Penalty: 4485.672852
	Iteration 18Q: 3 clusters Score -956241 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -956287.812500 Penalty: 4485.672852
	Iteration 19Q: 3 clusters Score -956287.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -956331.250000 Penalty: 4485.672852
	Iteration 20F: 3 clusters Score -956331.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -956377.687500 Penalty: 4485.672852
	Iteration 21Q: 3 clusters Score -956377.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -956437.500000 Penalty: 4485.672852
	Iteration 22Q: 3 clusters Score -956437.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -956486.250000 Penalty: 4485.672852
	Iteration 23Q: 3 clusters Score -956486.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -956533.250000 Penalty: 4485.672852
	Iteration 24Q: 3 clusters Score -956533.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -956580.812500 Penalty: 4485.672852
	Iteration 25Q: 3 clusters Score -956580.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -956610.312500 Penalty: 4485.672852
	Iteration 26Q: 3 clusters Score -956610.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -956646.750000 Penalty: 4485.672852
	Iteration 27Q: 3 clusters Score -956646.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -956685.625000 Penalty: 4485.672852
	Iteration 28Q: 3 clusters Score -956685.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -956734.625000 Penalty: 4485.672852
	Iteration 29Q: 3 clusters Score -956734.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -956774.687500 Penalty: 4485.672852
	Iteration 30Q: 3 clusters Score -956774.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -956810.437500 Penalty: 4485.672852
	Iteration 31Q: 3 clusters Score -956810.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -956844.312500 Penalty: 4485.672852
	Iteration 32Q: 3 clusters Score -956844.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -956877.250000 Penalty: 4485.672852
	Iteration 33Q: 3 clusters Score -956877.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -956909.375000 Penalty: 4485.672852
	Iteration 34Q: 3 clusters Score -956909.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -956943.500000 Penalty: 4485.672852
	Iteration 35Q: 3 clusters Score -956943.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -956974.937500 Penalty: 4485.672852
	Iteration 36Q: 3 clusters Score -956974.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -957002.250000 Penalty: 4485.672852
	Iteration 37Q: 3 clusters Score -957002.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -957029.000000 Penalty: 4485.672852
	Iteration 38Q: 3 clusters Score -957029 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -957060.312500 Penalty: 4485.672852
	Iteration 39Q: 3 clusters Score -957060.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -957084.125000 Penalty: 4485.672852
	Iteration 40F: 3 clusters Score -957084.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -957103.312500 Penalty: 4485.672852
	Iteration 41Q: 3 clusters Score -957103.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -957123.562500 Penalty: 4485.672852
	Iteration 42Q: 3 clusters Score -957123.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -957141.437500 Penalty: 4485.672852
	Iteration 43Q: 3 clusters Score -957141.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -957157.687500 Penalty: 4485.672852
	Iteration 44Q: 3 clusters Score -957157.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -957174.187500 Penalty: 4485.672852
	Iteration 45Q: 3 clusters Score -957174.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -957190.062500 Penalty: 4485.672852
	Iteration 46Q: 3 clusters Score -957190.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -957207.312500 Penalty: 4485.672852
	Iteration 47Q: 3 clusters Score -957207.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -957219.125000 Penalty: 4485.672852
	Iteration 48Q: 3 clusters Score -957219.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -957229.062500 Penalty: 4485.672852
	Iteration 49Q: 3 clusters Score -957229.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -957235.750000 Penalty: 4485.672852
	Iteration 50Q: 3 clusters Score -957235.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -957246.437500 Penalty: 4485.672852
	Iteration 51Q: 3 clusters Score -957246.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -957252.250000 Penalty: 4485.672852
	Iteration 52Q: 3 clusters Score -957252.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -957263.062500 Penalty: 4485.672852
	Iteration 53Q: 3 clusters Score -957263.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -957266.687500 Penalty: 4485.672852
	Iteration 54Q: 3 clusters Score -957266.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -957272.062500 Penalty: 4485.672852
	Iteration 55Q: 3 clusters Score -957272.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -957270.562500 Penalty: 4485.672852
	Iteration 56Q: 3 clusters Score -957270.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -957272.125000 Penalty: 4485.672852
	Iteration 57Q: 3 clusters Score -957272.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -957272.125000 Penalty: 4485.672852
	Iteration 58F: 3 clusters Score -957272.1 nChanged 0
--- Evaluating fit on full set of 4080746 points ---
Entering Unmasked Estep 
Score: -474454432.000000 Penalty: 128350.132812
21->35 Clusters: Score -474454432.000000, best is -474469920.000000

Starting from 22 clusters...
Entering ConstructFrom: 
--- Running on subset of 1360248 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64608 members 
Mstep: Class 2 contains 64534 members 
Mstep: Class 3 contains 64787 members 
Mstep: Class 4 contains 64974 members 
Mstep: Class 5 contains 65099 members 
Mstep: Class 6 contains 64850 members 
Mstep: Class 7 contains 64867 members 
Mstep: Class 8 contains 64970 members 
Mstep: Class 9 contains 64811 members 
Mstep: Class 10 contains 65396 members 
Mstep: Class 11 contains 64855 members 
Mstep: Class 12 contains 64592 members 
Mstep: Class 13 contains 64640 members 
Mstep: Class 14 contains 64844 members 
Mstep: Class 15 contains 64453 members 
Mstep: Class 16 contains 64778 members 
Mstep: Class 17 contains 64687 members 
Mstep: Class 18 contains 64789 members 
Mstep: Class 19 contains 64391 members 
Mstep: Class 20 contains 64673 members 
Mstep: Class 21 contains 64650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 1085.474487 but Gain 3502.546875
Score: -146667104.000000 Penalty: 70050.960938
Iteration 0F: 21 clusters Score -1.466671e+08 nChanged 1288623
Entering Unmasked Mstep 
Mstep: Class 0 contains 2303 members 
Mstep: Class 1 contains 32832 members 
Mstep: Class 2 contains 29549 members 
Mstep: Class 3 contains 66456 members 
Mstep: Class 4 contains 91354 members 
Mstep: Class 5 contains 173255 members 
Mstep: Class 6 contains 37096 members 
Mstep: Class 7 contains 119885 members 
Mstep: Class 8 contains 44687 members 
Mstep: Class 9 contains 106323 members 
Mstep: Class 10 contains 79261 members 
Mstep: Class 11 contains 74687 members 
Mstep: Class 12 contains 60924 members 
Mstep: Class 13 contains 27197 members 
Mstep: Class 14 contains 64523 members 
Mstep: Class 15 contains 140075 members 
Mstep: Class 17 contains 40002 members 
Mstep: Class 18 contains 50274 members 
Mstep: Class 19 contains 34598 members 
Mstep: Class 20 contains 40575 members 
Mstep: Class 21 contains 44392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151651600.000000 Penalty: 70050.960938
Iteration 1F: 21 clusters Score -1.516516e+08 nChanged 594170
Entering Unmasked Mstep 
Mstep: Class 0 contains 793 members 
Mstep: Class 1 contains 17389 members 
Mstep: Class 2 contains 36434 members 
Mstep: Class 3 contains 62118 members 
Mstep: Class 4 contains 68330 members 
Mstep: Class 5 contains 315442 members 
Mstep: Class 6 contains 31966 members 
Mstep: Class 7 contains 185163 members 
Mstep: Class 8 contains 54867 members 
Mstep: Class 9 contains 83528 members 
Mstep: Class 10 contains 39016 members 
Mstep: Class 11 contains 128078 members 
Mstep: Class 12 contains 47526 members 
Mstep: Class 13 contains 8698 members 
Mstep: Class 14 contains 33920 members 
Mstep: Class 15 contains 110481 members 
Mstep: Class 17 contains 41731 members 
Mstep: Class 18 contains 36136 members 
Mstep: Class 19 contains 22600 members 
Mstep: Class 20 contains 22917 members 
Mstep: Class 21 contains 13115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 21. Lose 2767.411133 but Gain 3502.546875
Score: -153416272.000000 Penalty: 66548.414062
Iteration 2F: 20 clusters Score -1.534163e+08 nChanged 413978
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 15156 members 
Mstep: Class 2 contains 49389 members 
Mstep: Class 3 contains 44522 members 
Mstep: Class 4 contains 63244 members 
Mstep: Class 5 contains 354080 members 
Mstep: Class 6 contains 17355 members 
Mstep: Class 7 contains 209253 members 
Mstep: Class 8 contains 72320 members 
Mstep: Class 9 contains 72927 members 
Mstep: Class 10 contains 15628 members 
Mstep: Class 11 contains 154098 members 
Mstep: Class 12 contains 36747 members 
Mstep: Class 13 contains 2525 members 
Mstep: Class 14 contains 22568 members 
Mstep: Class 15 contains 136899 members 
Mstep: Class 17 contains 41204 members 
Mstep: Class 18 contains 23965 members 
Mstep: Class 19 contains 13934 members 
Mstep: Class 20 contains 14324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 2733.404053 but Gain 3502.550781
Score: -154147744.000000 Penalty: 63045.863281
Iteration 3F: 19 clusters Score -1.541477e+08 nChanged 315317
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 13194 members 
Mstep: Class 2 contains 60357 members 
Mstep: Class 3 contains 24505 members 
Mstep: Class 4 contains 56541 members 
Mstep: Class 5 contains 296942 members 
Mstep: Class 6 contains 11552 members 
Mstep: Class 7 contains 218175 members 
Mstep: Class 8 contains 110344 members 
Mstep: Class 9 contains 73356 members 
Mstep: Class 10 contains 10767 members 
Mstep: Class 11 contains 206641 members 
Mstep: Class 12 contains 30002 members 
Mstep: Class 14 contains 19971 members 
Mstep: Class 15 contains 156054 members 
Mstep: Class 17 contains 39837 members 
Mstep: Class 18 contains 12406 members 
Mstep: Class 19 contains 6348 members 
Mstep: Class 20 contains 13184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154640768.000000 Penalty: 63045.863281
Iteration 4F: 19 clusters Score -1.546408e+08 nChanged 230399
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 65627 members 
Mstep: Class 3 contains 11955 members 
Mstep: Class 4 contains 55407 members 
Mstep: Class 5 contains 251962 members 
Mstep: Class 6 contains 10647 members 
Mstep: Class 7 contains 204677 members 
Mstep: Class 8 contains 140596 members 
Mstep: Class 9 contains 80191 members 
Mstep: Class 10 contains 7190 members 
Mstep: Class 11 contains 261224 members 
Mstep: Class 12 contains 29072 members 
Mstep: Class 14 contains 19263 members 
Mstep: Class 15 contains 154294 members 
Mstep: Class 17 contains 33667 members 
Mstep: Class 18 contains 6784 members 
Mstep: Class 19 contains 2929 members 
Mstep: Class 20 contains 15153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154952736.000000 Penalty: 63045.863281
Iteration 5F: 19 clusters Score -1.549527e+08 nChanged 161968
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 67264 members 
Mstep: Class 3 contains 6084 members 
Mstep: Class 4 contains 55867 members 
Mstep: Class 5 contains 221288 members 
Mstep: Class 6 contains 9686 members 
Mstep: Class 7 contains 196911 members 
Mstep: Class 8 contains 159404 members 
Mstep: Class 9 contains 85297 members 
Mstep: Class 10 contains 4437 members 
Mstep: Class 11 contains 298283 members 
Mstep: Class 12 contains 31242 members 
Mstep: Class 14 contains 19699 members 
Mstep: Class 15 contains 147957 members 
Mstep: Class 17 contains 25408 members 
Mstep: Class 18 contains 5860 members 
Mstep: Class 19 contains 2059 members 
Mstep: Class 20 contains 16770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 3457.700928 but Gain 3502.546875
Score: -155132592.000000 Penalty: 59543.316406
Iteration 6F: 18 clusters Score -1.551326e+08 nChanged 120055
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 67907 members 
Mstep: Class 3 contains 3546 members 
Mstep: Class 4 contains 55324 members 
Mstep: Class 5 contains 199664 members 
Mstep: Class 6 contains 8641 members 
Mstep: Class 7 contains 198680 members 
Mstep: Class 8 contains 171969 members 
Mstep: Class 9 contains 86095 members 
Mstep: Class 11 contains 318217 members 
Mstep: Class 12 contains 34745 members 
Mstep: Class 14 contains 20328 members 
Mstep: Class 15 contains 146026 members 
Mstep: Class 17 contains 17623 members 
Mstep: Class 18 contains 6042 members 
Mstep: Class 19 contains 1948 members 
Mstep: Class 20 contains 17949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 2773.549072 but Gain 3502.546875
Score: -155206720.000000 Penalty: 56040.769531
Iteration 7F: 17 clusters Score -1.552067e+08 nChanged 90322
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 68034 members 
Mstep: Class 4 contains 54715 members 
Mstep: Class 5 contains 188780 members 
Mstep: Class 6 contains 7790 members 
Mstep: Class 7 contains 201761 members 
Mstep: Class 8 contains 182707 members 
Mstep: Class 9 contains 86964 members 
Mstep: Class 11 contains 318353 members 
Mstep: Class 12 contains 38135 members 
Mstep: Class 14 contains 20978 members 
Mstep: Class 15 contains 147708 members 
Mstep: Class 17 contains 11483 members 
Mstep: Class 18 contains 6419 members 
Mstep: Class 19 contains 2008 members 
Mstep: Class 20 contains 19001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155251744.000000 Penalty: 56040.769531
Iteration 8F: 17 clusters Score -1.552517e+08 nChanged 62821
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 68013 members 
Mstep: Class 4 contains 53681 members 
Mstep: Class 5 contains 181773 members 
Mstep: Class 6 contains 7226 members 
Mstep: Class 7 contains 204149 members 
Mstep: Class 8 contains 191752 members 
Mstep: Class 9 contains 87378 members 
Mstep: Class 11 contains 312475 members 
Mstep: Class 12 contains 40686 members 
Mstep: Class 14 contains 21402 members 
Mstep: Class 15 contains 149949 members 
Mstep: Class 17 contains 7386 members 
Mstep: Class 18 contains 6834 members 
Mstep: Class 19 contains 2042 members 
Mstep: Class 20 contains 19794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155283840.000000 Penalty: 56040.769531
Iteration 9Q: 17 clusters Score -1.552838e+08 nChanged 48002
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 67965 members 
Mstep: Class 4 contains 52770 members 
Mstep: Class 5 contains 176051 members 
Mstep: Class 6 contains 6840 members 
Mstep: Class 7 contains 206302 members 
Mstep: Class 8 contains 200330 members 
Mstep: Class 9 contains 87403 members 
Mstep: Class 11 contains 306067 members 
Mstep: Class 12 contains 42343 members 
Mstep: Class 14 contains 21617 members 
Mstep: Class 15 contains 151548 members 
Mstep: Class 17 contains 5109 members 
Mstep: Class 18 contains 7248 members 
Mstep: Class 19 contains 2058 members 
Mstep: Class 20 contains 20382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155308624.000000 Penalty: 56040.769531
Iteration 10Q: 17 clusters Score -1.553086e+08 nChanged 39877
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 67919 members 
Mstep: Class 4 contains 51781 members 
Mstep: Class 5 contains 170709 members 
Mstep: Class 6 contains 6579 members 
Mstep: Class 7 contains 208396 members 
Mstep: Class 8 contains 208182 members 
Mstep: Class 9 contains 87125 members 
Mstep: Class 11 contains 300606 members 
Mstep: Class 12 contains 43253 members 
Mstep: Class 14 contains 21716 members 
Mstep: Class 15 contains 152579 members 
Mstep: Class 17 contains 3956 members 
Mstep: Class 18 contains 7639 members 
Mstep: Class 19 contains 2068 members 
Mstep: Class 20 contains 20845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155327248.000000 Penalty: 56040.769531
Iteration 11Q: 17 clusters Score -1.553272e+08 nChanged 34285
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 67905 members 
Mstep: Class 4 contains 50893 members 
Mstep: Class 5 contains 166197 members 
Mstep: Class 6 contains 6416 members 
Mstep: Class 7 contains 210467 members 
Mstep: Class 8 contains 215363 members 
Mstep: Class 9 contains 86564 members 
Mstep: Class 11 contains 295620 members 
Mstep: Class 12 contains 43759 members 
Mstep: Class 14 contains 21746 members 
Mstep: Class 15 contains 153056 members 
Mstep: Class 17 contains 3321 members 
Mstep: Class 18 contains 7924 members 
Mstep: Class 19 contains 2075 members 
Mstep: Class 20 contains 21170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155344736.000000 Penalty: 56040.769531
Iteration 12Q: 17 clusters Score -1.553447e+08 nChanged 30710
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 67906 members 
Mstep: Class 4 contains 50020 members 
Mstep: Class 5 contains 162526 members 
Mstep: Class 6 contains 6341 members 
Mstep: Class 7 contains 212420 members 
Mstep: Class 8 contains 221859 members 
Mstep: Class 9 contains 85985 members 
Mstep: Class 11 contains 291232 members 
Mstep: Class 12 contains 44050 members 
Mstep: Class 14 contains 21719 members 
Mstep: Class 15 contains 152947 members 
Mstep: Class 17 contains 2943 members 
Mstep: Class 18 contains 8151 members 
Mstep: Class 19 contains 2082 members 
Mstep: Class 20 contains 21276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155358432.000000 Penalty: 56040.769531
Iteration 13Q: 17 clusters Score -1.553584e+08 nChanged 28113
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 67918 members 
Mstep: Class 4 contains 49275 members 
Mstep: Class 5 contains 159531 members 
Mstep: Class 6 contains 6276 members 
Mstep: Class 7 contains 214193 members 
Mstep: Class 8 contains 227738 members 
Mstep: Class 9 contains 85424 members 
Mstep: Class 11 contains 287432 members 
Mstep: Class 12 contains 44223 members 
Mstep: Class 14 contains 21652 members 
Mstep: Class 15 contains 152287 members 
Mstep: Class 17 contains 2702 members 
Mstep: Class 18 contains 8380 members 
Mstep: Class 19 contains 2078 members 
Mstep: Class 20 contains 21136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155368016.000000 Penalty: 56040.769531
Iteration 14Q: 17 clusters Score -1.55368e+08 nChanged 26133
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 67938 members 
Mstep: Class 4 contains 48693 members 
Mstep: Class 5 contains 157318 members 
Mstep: Class 6 contains 6246 members 
Mstep: Class 7 contains 215690 members 
Mstep: Class 8 contains 232872 members 
Mstep: Class 9 contains 84937 members 
Mstep: Class 11 contains 283993 members 
Mstep: Class 12 contains 44341 members 
Mstep: Class 14 contains 21593 members 
Mstep: Class 15 contains 151327 members 
Mstep: Class 17 contains 2514 members 
Mstep: Class 18 contains 8531 members 
Mstep: Class 19 contains 2077 members 
Mstep: Class 20 contains 20823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155375376.000000 Penalty: 56040.769531
Iteration 15Q: 17 clusters Score -1.553754e+08 nChanged 23753
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 67974 members 
Mstep: Class 4 contains 48189 members 
Mstep: Class 5 contains 156459 members 
Mstep: Class 6 contains 6220 members 
Mstep: Class 7 contains 216842 members 
Mstep: Class 8 contains 237343 members 
Mstep: Class 9 contains 84673 members 
Mstep: Class 11 contains 279895 members 
Mstep: Class 12 contains 44439 members 
Mstep: Class 14 contains 21532 members 
Mstep: Class 15 contains 150476 members 
Mstep: Class 17 contains 2356 members 
Mstep: Class 18 contains 8651 members 
Mstep: Class 19 contains 2078 members 
Mstep: Class 20 contains 20319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155383488.000000 Penalty: 56040.769531
Iteration 16Q: 17 clusters Score -1.553835e+08 nChanged 21583
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14214 members 
Mstep: Class 2 contains 68001 members 
Mstep: Class 4 contains 47866 members 
Mstep: Class 5 contains 157081 members 
Mstep: Class 6 contains 6212 members 
Mstep: Class 7 contains 217800 members 
Mstep: Class 8 contains 241066 members 
Mstep: Class 9 contains 84491 members 
Mstep: Class 11 contains 275239 members 
Mstep: Class 12 contains 44507 members 
Mstep: Class 14 contains 21454 members 
Mstep: Class 15 contains 149528 members 
Mstep: Class 17 contains 2230 members 
Mstep: Class 18 contains 8749 members 
Mstep: Class 19 contains 2074 members 
Mstep: Class 20 contains 19726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155391136.000000 Penalty: 56040.769531
Iteration 17Q: 17 clusters Score -1.553911e+08 nChanged 20029
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 15448 members 
Mstep: Class 2 contains 68033 members 
Mstep: Class 4 contains 47606 members 
Mstep: Class 5 contains 158753 members 
Mstep: Class 6 contains 6207 members 
Mstep: Class 7 contains 218672 members 
Mstep: Class 8 contains 244223 members 
Mstep: Class 9 contains 84465 members 
Mstep: Class 11 contains 270182 members 
Mstep: Class 12 contains 44539 members 
Mstep: Class 14 contains 21360 members 
Mstep: Class 15 contains 148481 members 
Mstep: Class 17 contains 2146 members 
Mstep: Class 18 contains 8812 members 
Mstep: Class 19 contains 2073 members 
Mstep: Class 20 contains 19238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155397920.000000 Penalty: 56040.769531
Iteration 18Q: 17 clusters Score -1.553979e+08 nChanged 19002
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 16413 members 
Mstep: Class 2 contains 68052 members 
Mstep: Class 4 contains 47486 members 
Mstep: Class 5 contains 161156 members 
Mstep: Class 6 contains 6203 members 
Mstep: Class 7 contains 219468 members 
Mstep: Class 8 contains 246982 members 
Mstep: Class 9 contains 84501 members 
Mstep: Class 11 contains 264947 members 
Mstep: Class 12 contains 44582 members 
Mstep: Class 14 contains 21253 members 
Mstep: Class 15 contains 147317 members 
Mstep: Class 17 contains 2071 members 
Mstep: Class 18 contains 8866 members 
Mstep: Class 19 contains 2074 members 
Mstep: Class 20 contains 18867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155403920.000000 Penalty: 56040.769531
Iteration 19Q: 17 clusters Score -1.554039e+08 nChanged 18277
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 17190 members 
Mstep: Class 2 contains 68079 members 
Mstep: Class 4 contains 47541 members 
Mstep: Class 5 contains 164268 members 
Mstep: Class 6 contains 6197 members 
Mstep: Class 7 contains 220220 members 
Mstep: Class 8 contains 249384 members 
Mstep: Class 9 contains 84608 members 
Mstep: Class 11 contains 259509 members 
Mstep: Class 12 contains 44622 members 
Mstep: Class 14 contains 21125 members 
Mstep: Class 15 contains 145940 members 
Mstep: Class 17 contains 2009 members 
Mstep: Class 18 contains 8880 members 
Mstep: Class 19 contains 2076 members 
Mstep: Class 20 contains 18590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155413104.000000 Penalty: 56040.769531
Iteration 20F: 17 clusters Score -1.554131e+08 nChanged 20112
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19573 members 
Mstep: Class 2 contains 68094 members 
Mstep: Class 4 contains 47915 members 
Mstep: Class 5 contains 167706 members 
Mstep: Class 6 contains 6211 members 
Mstep: Class 7 contains 220966 members 
Mstep: Class 8 contains 250799 members 
Mstep: Class 9 contains 84795 members 
Mstep: Class 11 contains 254033 members 
Mstep: Class 12 contains 44659 members 
Mstep: Class 14 contains 20935 members 
Mstep: Class 15 contains 144418 members 
Mstep: Class 17 contains 1948 members 
Mstep: Class 18 contains 8888 members 
Mstep: Class 19 contains 2073 members 
Mstep: Class 20 contains 17225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155423072.000000 Penalty: 56040.769531
Iteration 21Q: 17 clusters Score -1.554231e+08 nChanged 20963
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 22083 members 
Mstep: Class 2 contains 68108 members 
Mstep: Class 4 contains 48373 members 
Mstep: Class 5 contains 171200 members 
Mstep: Class 6 contains 6217 members 
Mstep: Class 7 contains 221862 members 
Mstep: Class 8 contains 252066 members 
Mstep: Class 9 contains 85030 members 
Mstep: Class 11 contains 248597 members 
Mstep: Class 12 contains 44692 members 
Mstep: Class 14 contains 20750 members 
Mstep: Class 15 contains 142683 members 
Mstep: Class 17 contains 1884 members 
Mstep: Class 18 contains 8884 members 
Mstep: Class 19 contains 2066 members 
Mstep: Class 20 contains 15743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155434464.000000 Penalty: 56040.769531
Iteration 22Q: 17 clusters Score -1.554345e+08 nChanged 21685
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 24402 members 
Mstep: Class 2 contains 68123 members 
Mstep: Class 4 contains 48946 members 
Mstep: Class 5 contains 174957 members 
Mstep: Class 6 contains 6225 members 
Mstep: Class 7 contains 222823 members 
Mstep: Class 8 contains 253301 members 
Mstep: Class 9 contains 85306 members 
Mstep: Class 11 contains 242912 members 
Mstep: Class 12 contains 44721 members 
Mstep: Class 14 contains 20545 members 
Mstep: Class 15 contains 140709 members 
Mstep: Class 17 contains 1824 members 
Mstep: Class 18 contains 8873 members 
Mstep: Class 19 contains 2061 members 
Mstep: Class 20 contains 14510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155446656.000000 Penalty: 56040.769531
Iteration 23Q: 17 clusters Score -1.554467e+08 nChanged 21428
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 26292 members 
Mstep: Class 2 contains 68121 members 
Mstep: Class 4 contains 49570 members 
Mstep: Class 5 contains 178676 members 
Mstep: Class 6 contains 6236 members 
Mstep: Class 7 contains 223599 members 
Mstep: Class 8 contains 254628 members 
Mstep: Class 9 contains 85655 members 
Mstep: Class 11 contains 237469 members 
Mstep: Class 12 contains 44747 members 
Mstep: Class 14 contains 20316 members 
Mstep: Class 15 contains 138650 members 
Mstep: Class 17 contains 1764 members 
Mstep: Class 18 contains 8853 members 
Mstep: Class 19 contains 2058 members 
Mstep: Class 20 contains 13604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155457312.000000 Penalty: 56040.769531
Iteration 24Q: 17 clusters Score -1.554573e+08 nChanged 20064
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 27719 members 
Mstep: Class 2 contains 68124 members 
Mstep: Class 4 contains 50270 members 
Mstep: Class 5 contains 182790 members 
Mstep: Class 6 contains 6239 members 
Mstep: Class 7 contains 224087 members 
Mstep: Class 8 contains 255576 members 
Mstep: Class 9 contains 85960 members 
Mstep: Class 11 contains 232332 members 
Mstep: Class 12 contains 44774 members 
Mstep: Class 14 contains 20083 members 
Mstep: Class 15 contains 136644 members 
Mstep: Class 17 contains 1688 members 
Mstep: Class 18 contains 8801 members 
Mstep: Class 19 contains 2052 members 
Mstep: Class 20 contains 13099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155465040.000000 Penalty: 56040.769531
Iteration 25Q: 17 clusters Score -1.55465e+08 nChanged 17729
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28758 members 
Mstep: Class 2 contains 68133 members 
Mstep: Class 4 contains 50906 members 
Mstep: Class 5 contains 187331 members 
Mstep: Class 6 contains 6238 members 
Mstep: Class 7 contains 224264 members 
Mstep: Class 8 contains 256196 members 
Mstep: Class 9 contains 86272 members 
Mstep: Class 11 contains 227600 members 
Mstep: Class 12 contains 44822 members 
Mstep: Class 14 contains 19853 members 
Mstep: Class 15 contains 134657 members 
Mstep: Class 17 contains 1607 members 
Mstep: Class 18 contains 8733 members 
Mstep: Class 19 contains 2051 members 
Mstep: Class 20 contains 12817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155471872.000000 Penalty: 56040.769531
Iteration 26Q: 17 clusters Score -1.554719e+08 nChanged 14895
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 29559 members 
Mstep: Class 2 contains 68140 members 
Mstep: Class 4 contains 51520 members 
Mstep: Class 5 contains 191870 members 
Mstep: Class 6 contains 6245 members 
Mstep: Class 7 contains 224271 members 
Mstep: Class 8 contains 256432 members 
Mstep: Class 9 contains 86602 members 
Mstep: Class 11 contains 223460 members 
Mstep: Class 12 contains 44872 members 
Mstep: Class 14 contains 19600 members 
Mstep: Class 15 contains 132863 members 
Mstep: Class 17 contains 1520 members 
Mstep: Class 18 contains 8652 members 
Mstep: Class 19 contains 2049 members 
Mstep: Class 20 contains 12583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155475968.000000 Penalty: 56040.769531
Iteration 27Q: 17 clusters Score -1.55476e+08 nChanged 12383
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 30108 members 
Mstep: Class 2 contains 68135 members 
Mstep: Class 4 contains 52061 members 
Mstep: Class 5 contains 196267 members 
Mstep: Class 6 contains 6247 members 
Mstep: Class 7 contains 224202 members 
Mstep: Class 8 contains 256441 members 
Mstep: Class 9 contains 86969 members 
Mstep: Class 11 contains 219821 members 
Mstep: Class 12 contains 44906 members 
Mstep: Class 14 contains 19392 members 
Mstep: Class 15 contains 131178 members 
Mstep: Class 17 contains 1437 members 
Mstep: Class 18 contains 8592 members 
Mstep: Class 19 contains 2047 members 
Mstep: Class 20 contains 12435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155478784.000000 Penalty: 56040.769531
Iteration 28Q: 17 clusters Score -1.554788e+08 nChanged 10347
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 30502 members 
Mstep: Class 2 contains 68129 members 
Mstep: Class 4 contains 52525 members 
Mstep: Class 5 contains 200299 members 
Mstep: Class 6 contains 6235 members 
Mstep: Class 7 contains 224131 members 
Mstep: Class 8 contains 256244 members 
Mstep: Class 9 contains 87348 members 
Mstep: Class 11 contains 216901 members 
Mstep: Class 12 contains 44946 members 
Mstep: Class 14 contains 19192 members 
Mstep: Class 15 contains 129533 members 
Mstep: Class 17 contains 1361 members 
Mstep: Class 18 contains 8534 members 
Mstep: Class 19 contains 2043 members 
Mstep: Class 20 contains 12315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155481712.000000 Penalty: 56040.769531
Iteration 29Q: 17 clusters Score -1.554817e+08 nChanged 8946
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 30806 members 
Mstep: Class 2 contains 68121 members 
Mstep: Class 4 contains 52995 members 
Mstep: Class 5 contains 203897 members 
Mstep: Class 6 contains 6223 members 
Mstep: Class 7 contains 224081 members 
Mstep: Class 8 contains 255982 members 
Mstep: Class 9 contains 87740 members 
Mstep: Class 11 contains 214535 members 
Mstep: Class 12 contains 44975 members 
Mstep: Class 14 contains 19016 members 
Mstep: Class 15 contains 127858 members 
Mstep: Class 17 contains 1298 members 
Mstep: Class 18 contains 8486 members 
Mstep: Class 19 contains 2043 members 
Mstep: Class 20 contains 12182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155484080.000000 Penalty: 56040.769531
Iteration 30Q: 17 clusters Score -1.554841e+08 nChanged 7664
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 31032 members 
Mstep: Class 2 contains 68096 members 
Mstep: Class 4 contains 53480 members 
Mstep: Class 5 contains 207081 members 
Mstep: Class 6 contains 6197 members 
Mstep: Class 7 contains 224034 members 
Mstep: Class 8 contains 255692 members 
Mstep: Class 9 contains 88141 members 
Mstep: Class 11 contains 212567 members 
Mstep: Class 12 contains 44972 members 
Mstep: Class 14 contains 18853 members 
Mstep: Class 15 contains 126208 members 
Mstep: Class 17 contains 1285 members 
Mstep: Class 18 contains 8465 members 
Mstep: Class 19 contains 2041 members 
Mstep: Class 20 contains 12094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155484624.000000 Penalty: 56040.769531
Iteration 31Q: 17 clusters Score -1.554846e+08 nChanged 6574
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 31196 members 
Mstep: Class 2 contains 68066 members 
Mstep: Class 4 contains 53990 members 
Mstep: Class 5 contains 209794 members 
Mstep: Class 6 contains 6176 members 
Mstep: Class 7 contains 224026 members 
Mstep: Class 8 contains 255364 members 
Mstep: Class 9 contains 88534 members 
Mstep: Class 11 contains 211001 members 
Mstep: Class 12 contains 44964 members 
Mstep: Class 14 contains 18703 members 
Mstep: Class 15 contains 124644 members 
Mstep: Class 17 contains 1289 members 
Mstep: Class 18 contains 8434 members 
Mstep: Class 19 contains 2039 members 
Mstep: Class 20 contains 12018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155484944.000000 Penalty: 56040.769531
Iteration 32Q: 17 clusters Score -1.554849e+08 nChanged 5674
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 31304 members 
Mstep: Class 2 contains 68030 members 
Mstep: Class 4 contains 54471 members 
Mstep: Class 5 contains 212089 members 
Mstep: Class 6 contains 6148 members 
Mstep: Class 7 contains 224021 members 
Mstep: Class 8 contains 255038 members 
Mstep: Class 9 contains 88922 members 
Mstep: Class 11 contains 209793 members 
Mstep: Class 12 contains 44957 members 
Mstep: Class 14 contains 18567 members 
Mstep: Class 15 contains 123168 members 
Mstep: Class 17 contains 1293 members 
Mstep: Class 18 contains 8439 members 
Mstep: Class 19 contains 2035 members 
Mstep: Class 20 contains 11963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155485152.000000 Penalty: 56040.769531
Iteration 33Q: 17 clusters Score -1.554852e+08 nChanged 4987
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 31381 members 
Mstep: Class 2 contains 68010 members 
Mstep: Class 4 contains 54944 members 
Mstep: Class 5 contains 214196 members 
Mstep: Class 6 contains 6120 members 
Mstep: Class 7 contains 224041 members 
Mstep: Class 8 contains 254758 members 
Mstep: Class 9 contains 89274 members 
Mstep: Class 11 contains 208731 members 
Mstep: Class 12 contains 44945 members 
Mstep: Class 14 contains 18438 members 
Mstep: Class 15 contains 121729 members 
Mstep: Class 17 contains 1297 members 
Mstep: Class 18 contains 8442 members 
Mstep: Class 19 contains 2035 members 
Mstep: Class 20 contains 11897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155485792.000000 Penalty: 56040.769531
Iteration 34Q: 17 clusters Score -1.554858e+08 nChanged 4378
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 31433 members 
Mstep: Class 2 contains 67983 members 
Mstep: Class 4 contains 55433 members 
Mstep: Class 5 contains 215998 members 
Mstep: Class 6 contains 6093 members 
Mstep: Class 7 contains 224068 members 
Mstep: Class 8 contains 254526 members 
Mstep: Class 9 contains 89594 members 
Mstep: Class 11 contains 207851 members 
Mstep: Class 12 contains 44936 members 
Mstep: Class 14 contains 18336 members 
Mstep: Class 15 contains 120366 members 
Mstep: Class 17 contains 1304 members 
Mstep: Class 18 contains 8449 members 
Mstep: Class 19 contains 2036 members 
Mstep: Class 20 contains 11832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155485184.000000 Penalty: 56040.769531
Iteration 35Q: 17 clusters Score -1.554852e+08 nChanged 3925
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 31462 members 
Mstep: Class 2 contains 67956 members 
Mstep: Class 4 contains 55909 members 
Mstep: Class 5 contains 217531 members 
Mstep: Class 6 contains 6072 members 
Mstep: Class 7 contains 224114 members 
Mstep: Class 8 contains 254304 members 
Mstep: Class 9 contains 89898 members 
Mstep: Class 11 contains 207214 members 
Mstep: Class 12 contains 44929 members 
Mstep: Class 14 contains 18241 members 
Mstep: Class 15 contains 119009 members 
Mstep: Class 17 contains 1310 members 
Mstep: Class 18 contains 8470 members 
Mstep: Class 19 contains 2036 members 
Mstep: Class 20 contains 11783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155485200.000000 Penalty: 56040.769531
Iteration 36Q: 17 clusters Score -1.554852e+08 nChanged 3574
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 31467 members 
Mstep: Class 2 contains 67931 members 
Mstep: Class 4 contains 56411 members 
Mstep: Class 5 contains 218818 members 
Mstep: Class 6 contains 6051 members 
Mstep: Class 7 contains 224170 members 
Mstep: Class 8 contains 254116 members 
Mstep: Class 9 contains 90172 members 
Mstep: Class 11 contains 206747 members 
Mstep: Class 12 contains 44932 members 
Mstep: Class 14 contains 18140 members 
Mstep: Class 15 contains 117686 members 
Mstep: Class 17 contains 1322 members 
Mstep: Class 18 contains 8488 members 
Mstep: Class 19 contains 2035 members 
Mstep: Class 20 contains 11752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155485424.000000 Penalty: 56040.769531
Iteration 37Q: 17 clusters Score -1.554854e+08 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 31465 members 
Mstep: Class 2 contains 67907 members 
Mstep: Class 4 contains 56899 members 
Mstep: Class 5 contains 219922 members 
Mstep: Class 6 contains 6029 members 
Mstep: Class 7 contains 224232 members 
Mstep: Class 8 contains 253952 members 
Mstep: Class 9 contains 90437 members 
Mstep: Class 11 contains 206346 members 
Mstep: Class 12 contains 44934 members 
Mstep: Class 14 contains 18037 members 
Mstep: Class 15 contains 116476 members 
Mstep: Class 17 contains 1335 members 
Mstep: Class 18 contains 8508 members 
Mstep: Class 19 contains 2034 members 
Mstep: Class 20 contains 11725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155485616.000000 Penalty: 56040.769531
Iteration 38Q: 17 clusters Score -1.554856e+08 nChanged 3109
Entering ConstructFrom: 
Score: -155485616.000000 Penalty: 56040.769531
Entering ConstructFrom: 
Trying to split cluster 1 (31460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31460 members 
Entering Unmasked Estep 
Score: -3668152.000000 Penalty: 2568.405029
	Iteration 0F: 2 clusters Score -3668152 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15641 members 
Mstep: Class 2 contains 15819 members 
Entering Unmasked Estep 
Score: -3646596.000000 Penalty: 5136.810059
	Iteration 0F: 3 clusters Score -3646596 nChanged 14277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15090 members 
Mstep: Class 2 contains 16370 members 
Entering Unmasked Estep 
Score: -3654364.500000 Penalty: 5136.810059
	Iteration 1F: 3 clusters Score -3654364 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14759 members 
Mstep: Class 2 contains 16701 members 
Entering Unmasked Estep 
Score: -3654952.250000 Penalty: 5136.810059
	Iteration 2Q: 3 clusters Score -3654952 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14227 members 
Mstep: Class 2 contains 17233 members 
Entering Unmasked Estep 
Score: -3655818.250000 Penalty: 5136.810059
	Iteration 3Q: 3 clusters Score -3655818 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13404 members 
Mstep: Class 2 contains 18056 members 
Entering Unmasked Estep 
Score: -3657094.250000 Penalty: 5136.810059
	Iteration 4F: 3 clusters Score -3657094 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12163 members 
Mstep: Class 2 contains 19297 members 
Entering Unmasked Estep 
Score: -3658642.750000 Penalty: 5136.810059
	Iteration 5F: 3 clusters Score -3658643 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 20936 members 
Entering Unmasked Estep 
Score: -3660340.500000 Penalty: 5136.810059
	Iteration 6F: 3 clusters Score -3660340 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 22726 members 
Entering Unmasked Estep 
Score: -3662041.750000 Penalty: 5136.810059
	Iteration 7F: 3 clusters Score -3662042 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 24256 members 
Entering Unmasked Estep 
Score: -3663364.250000 Penalty: 5136.810059
	Iteration 8F: 3 clusters Score -3663364 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 25404 members 
Entering Unmasked Estep 
Score: -3664381.000000 Penalty: 5136.810059
	Iteration 9Q: 3 clusters Score -3664381 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 26297 members 
Entering Unmasked Estep 
Score: -3665410.500000 Penalty: 5136.810059
	Iteration 10Q: 3 clusters Score -3665410 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 26948 members 
Entering Unmasked Estep 
Score: -3666415.750000 Penalty: 5136.810059
	Iteration 11Q: 3 clusters Score -3666416 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 27348 members 
Entering Unmasked Estep 
Score: -3666748.000000 Penalty: 5136.810059
	Iteration 12Q: 3 clusters Score -3666748 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 27650 members 
Entering Unmasked Estep 
Score: -3666899.000000 Penalty: 5136.810059
	Iteration 13Q: 3 clusters Score -3666899 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 27884 members 
Entering Unmasked Estep 
Score: -3667004.000000 Penalty: 5136.810059
	Iteration 14Q: 3 clusters Score -3667004 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 28083 members 
Entering Unmasked Estep 
Score: -3667079.750000 Penalty: 5136.810059
	Iteration 15Q: 3 clusters Score -3667080 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 28226 members 
Entering Unmasked Estep 
Score: -3667131.250000 Penalty: 5136.810059
	Iteration 16Q: 3 clusters Score -3667131 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 28328 members 
Entering Unmasked Estep 
Score: -3667152.500000 Penalty: 5136.810059
	Iteration 17Q: 3 clusters Score -3667152 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 28424 members 
Entering Unmasked Estep 
Score: -3667174.000000 Penalty: 5136.810059
	Iteration 18Q: 3 clusters Score -3667174 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 28494 members 
Entering Unmasked Estep 
Score: -3667191.000000 Penalty: 5136.810059
	Iteration 19Q: 3 clusters Score -3667191 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 28542 members 
Entering Unmasked Estep 
Score: -3667204.250000 Penalty: 5136.810059
	Iteration 20F: 3 clusters Score -3667204 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 28589 members 
Entering Unmasked Estep 
Score: -3667214.250000 Penalty: 5136.810059
	Iteration 21Q: 3 clusters Score -3667214 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 28632 members 
Entering Unmasked Estep 
Score: -3667219.750000 Penalty: 5136.810059
	Iteration 22Q: 3 clusters Score -3667220 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 28653 members 
Entering Unmasked Estep 
Score: -3667226.500000 Penalty: 5136.810059
	Iteration 23Q: 3 clusters Score -3667226 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 28679 members 
Entering Unmasked Estep 
Score: -3667231.250000 Penalty: 5136.810059
	Iteration 24Q: 3 clusters Score -3667231 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 28702 members 
Entering Unmasked Estep 
Score: -3667227.250000 Penalty: 5136.810059
	Iteration 25Q: 3 clusters Score -3667227 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 28720 members 
Entering Unmasked Estep 
Score: -3667234.750000 Penalty: 5136.810059
	Iteration 26Q: 3 clusters Score -3667235 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 28727 members 
Entering Unmasked Estep 
Score: -3667237.000000 Penalty: 5136.810059
	Iteration 27Q: 3 clusters Score -3667237 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 28732 members 
Entering Unmasked Estep 
Score: -3667240.250000 Penalty: 5136.810059
	Iteration 28Q: 3 clusters Score -3667240 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 28739 members 
Entering Unmasked Estep 
Score: -3667240.500000 Penalty: 5136.810059
	Iteration 29Q: 3 clusters Score -3667240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 28741 members 
Entering Unmasked Estep 
Score: -3667242.250000 Penalty: 5136.810059
	Iteration 30Q: 3 clusters Score -3667242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 28743 members 
Entering Unmasked Estep 
Score: -3667244.750000 Penalty: 5136.810059
	Iteration 31Q: 3 clusters Score -3667245 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 28748 members 
Entering Unmasked Estep 
Score: -3667246.250000 Penalty: 5136.810059
	Iteration 32Q: 3 clusters Score -3667246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 28752 members 
Entering Unmasked Estep 
Score: -3667247.500000 Penalty: 5136.810059
	Iteration 33Q: 3 clusters Score -3667248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 28754 members 
Entering Unmasked Estep 
Score: -3667247.750000 Penalty: 5136.810059
	Iteration 34Q: 3 clusters Score -3667248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 28755 members 
Entering Unmasked Estep 
Score: -3667248.750000 Penalty: 5136.810059
	Iteration 35Q: 3 clusters Score -3667249 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 28756 members 
Entering Unmasked Estep 
Score: -3667246.500000 Penalty: 5136.810059
	Iteration 36Q: 3 clusters Score -3667246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 28758 members 
Entering Unmasked Estep 
Score: -3667244.250000 Penalty: 5136.810059
	Iteration 37Q: 3 clusters Score -3667244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 28759 members 
Entering Unmasked Estep 
Score: -3667246.500000 Penalty: 5136.810059
	Iteration 38Q: 3 clusters Score -3667246 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 28759 members 
Entering Unmasked Estep 
Score: -3667246.500000 Penalty: 5136.810059
	Iteration 39F: 3 clusters Score -3667246 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (67887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67887 members 
Entering Unmasked Estep 
Score: -7589205.500000 Penalty: 2759.148682
	Iteration 0F: 2 clusters Score -7589206 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33802 members 
Mstep: Class 2 contains 34085 members 
Entering Unmasked Estep 
Score: -7544057.000000 Penalty: 5518.297363
	Iteration 0F: 3 clusters Score -7544057 nChanged 31689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31337 members 
Mstep: Class 2 contains 36550 members 
Entering Unmasked Estep 
Score: -7563856.000000 Penalty: 5518.297363
	Iteration 1F: 3 clusters Score -7563856 nChanged 5796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29003 members 
Mstep: Class 2 contains 38884 members 
Entering Unmasked Estep 
Score: -7570022.500000 Penalty: 5518.297363
	Iteration 2F: 3 clusters Score -7570022 nChanged 7596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26337 members 
Mstep: Class 2 contains 41550 members 
Entering Unmasked Estep 
Score: -7579559.500000 Penalty: 5518.297363
	Iteration 3F: 3 clusters Score -7579560 nChanged 7229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24618 members 
Mstep: Class 2 contains 43269 members 
Entering Unmasked Estep 
Score: -7586707.000000 Penalty: 5518.297363
	Iteration 4F: 3 clusters Score -7586707 nChanged 4868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23906 members 
Mstep: Class 2 contains 43981 members 
Entering Unmasked Estep 
Score: -7589590.000000 Penalty: 5518.297363
	Iteration 5F: 3 clusters Score -7589590 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23733 members 
Mstep: Class 2 contains 44154 members 
Entering Unmasked Estep 
Score: -7590673.500000 Penalty: 5518.297363
	Iteration 6Q: 3 clusters Score -7590674 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23726 members 
Mstep: Class 2 contains 44161 members 
Entering Unmasked Estep 
Score: -7591051.500000 Penalty: 5518.297363
	Iteration 7Q: 3 clusters Score -7591052 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23773 members 
Mstep: Class 2 contains 44114 members 
Entering Unmasked Estep 
Score: -7591209.500000 Penalty: 5518.297363
	Iteration 8Q: 3 clusters Score -7591210 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23854 members 
Mstep: Class 2 contains 44033 members 
Entering Unmasked Estep 
Score: -7591281.500000 Penalty: 5518.297363
	Iteration 9Q: 3 clusters Score -7591282 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23934 members 
Mstep: Class 2 contains 43953 members 
Entering Unmasked Estep 
Score: -7591327.000000 Penalty: 5518.297363
	Iteration 10Q: 3 clusters Score -7591327 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24039 members 
Mstep: Class 2 contains 43848 members 
Entering Unmasked Estep 
Score: -7591327.000000 Penalty: 5518.297363
	Iteration 11Q: 3 clusters Score -7591327 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24160 members 
Mstep: Class 2 contains 43727 members 
Entering Unmasked Estep 
Score: -7591329.000000 Penalty: 5518.297363
	Iteration 12Q: 3 clusters Score -7591329 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24255 members 
Mstep: Class 2 contains 43632 members 
Entering Unmasked Estep 
Score: -7591329.500000 Penalty: 5518.297363
	Iteration 13Q: 3 clusters Score -7591330 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24333 members 
Mstep: Class 2 contains 43554 members 
Entering Unmasked Estep 
Score: -7591332.000000 Penalty: 5518.297363
	Iteration 14Q: 3 clusters Score -7591332 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24404 members 
Mstep: Class 2 contains 43483 members 
Entering Unmasked Estep 
Score: -7591333.500000 Penalty: 5518.297363
	Iteration 15Q: 3 clusters Score -7591334 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24470 members 
Mstep: Class 2 contains 43417 members 
Entering Unmasked Estep 
Score: -7591336.500000 Penalty: 5518.297363
	Iteration 16Q: 3 clusters Score -7591336 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24531 members 
Mstep: Class 2 contains 43356 members 
Entering Unmasked Estep 
Score: -7591338.500000 Penalty: 5518.297363
	Iteration 17Q: 3 clusters Score -7591338 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24582 members 
Mstep: Class 2 contains 43305 members 
Entering Unmasked Estep 
Score: -7591331.500000 Penalty: 5518.297363
	Iteration 18Q: 3 clusters Score -7591332 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24632 members 
Mstep: Class 2 contains 43255 members 
Entering Unmasked Estep 
Score: -7591333.500000 Penalty: 5518.297363
	Iteration 19Q: 3 clusters Score -7591334 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24676 members 
Mstep: Class 2 contains 43211 members 
Entering Unmasked Estep 
Score: -7591342.000000 Penalty: 5518.297363
	Iteration 20F: 3 clusters Score -7591342 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24718 members 
Mstep: Class 2 contains 43169 members 
Entering Unmasked Estep 
Score: -7591353.500000 Penalty: 5518.297363
	Iteration 21Q: 3 clusters Score -7591354 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24761 members 
Mstep: Class 2 contains 43126 members 
Entering Unmasked Estep 
Score: -7591342.000000 Penalty: 5518.297363
	Iteration 22Q: 3 clusters Score -7591342 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24806 members 
Mstep: Class 2 contains 43081 members 
Entering Unmasked Estep 
Score: -7591355.000000 Penalty: 5518.297363
	Iteration 23Q: 3 clusters Score -7591355 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24854 members 
Mstep: Class 2 contains 43033 members 
Entering Unmasked Estep 
Score: -7591356.000000 Penalty: 5518.297363
	Iteration 24Q: 3 clusters Score -7591356 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24902 members 
Mstep: Class 2 contains 42985 members 
Entering Unmasked Estep 
Score: -7591354.500000 Penalty: 5518.297363
	Iteration 25Q: 3 clusters Score -7591354 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24944 members 
Mstep: Class 2 contains 42943 members 
Entering Unmasked Estep 
Score: -7591351.000000 Penalty: 5518.297363
	Iteration 26Q: 3 clusters Score -7591351 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24981 members 
Mstep: Class 2 contains 42906 members 
Entering Unmasked Estep 
Score: -7591363.500000 Penalty: 5518.297363
	Iteration 27Q: 3 clusters Score -7591364 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25013 members 
Mstep: Class 2 contains 42874 members 
Entering Unmasked Estep 
Score: -7591370.000000 Penalty: 5518.297363
	Iteration 28Q: 3 clusters Score -7591370 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25049 members 
Mstep: Class 2 contains 42838 members 
Entering Unmasked Estep 
Score: -7591376.000000 Penalty: 5518.297363
	Iteration 29Q: 3 clusters Score -7591376 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25079 members 
Mstep: Class 2 contains 42808 members 
Entering Unmasked Estep 
Score: -7591383.500000 Penalty: 5518.297363
	Iteration 30Q: 3 clusters Score -7591384 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25110 members 
Mstep: Class 2 contains 42777 members 
Entering Unmasked Estep 
Score: -7591396.500000 Penalty: 5518.297363
	Iteration 31Q: 3 clusters Score -7591396 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25138 members 
Mstep: Class 2 contains 42749 members 
Entering Unmasked Estep 
Score: -7591393.000000 Penalty: 5518.297363
	Iteration 32Q: 3 clusters Score -7591393 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25160 members 
Mstep: Class 2 contains 42727 members 
Entering Unmasked Estep 
Score: -7591394.500000 Penalty: 5518.297363
	Iteration 33Q: 3 clusters Score -7591394 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25188 members 
Mstep: Class 2 contains 42699 members 
Entering Unmasked Estep 
Score: -7591399.500000 Penalty: 5518.297363
	Iteration 34Q: 3 clusters Score -7591400 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25210 members 
Mstep: Class 2 contains 42677 members 
Entering Unmasked Estep 
Score: -7591408.500000 Penalty: 5518.297363
	Iteration 35Q: 3 clusters Score -7591408 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25239 members 
Mstep: Class 2 contains 42648 members 
Entering Unmasked Estep 
Score: -7591395.500000 Penalty: 5518.297363
	Iteration 36Q: 3 clusters Score -7591396 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25270 members 
Mstep: Class 2 contains 42617 members 
Entering Unmasked Estep 
Score: -7591404.500000 Penalty: 5518.297363
	Iteration 37Q: 3 clusters Score -7591404 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25302 members 
Mstep: Class 2 contains 42585 members 
Entering Unmasked Estep 
Score: -7591403.500000 Penalty: 5518.297363
	Iteration 38Q: 3 clusters Score -7591404 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25333 members 
Mstep: Class 2 contains 42554 members 
Entering Unmasked Estep 
Score: -7591397.500000 Penalty: 5518.297363
	Iteration 39Q: 3 clusters Score -7591398 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25358 members 
Mstep: Class 2 contains 42529 members 
Entering Unmasked Estep 
Score: -7591396.500000 Penalty: 5518.297363
	Iteration 40F: 3 clusters Score -7591396 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25379 members 
Mstep: Class 2 contains 42508 members 
Entering Unmasked Estep 
Score: -7591402.000000 Penalty: 5518.297363
	Iteration 41Q: 3 clusters Score -7591402 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25398 members 
Mstep: Class 2 contains 42489 members 
Entering Unmasked Estep 
Score: -7591402.000000 Penalty: 5518.297363
	Iteration 42Q: 3 clusters Score -7591402 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25418 members 
Mstep: Class 2 contains 42469 members 
Entering Unmasked Estep 
Score: -7591403.500000 Penalty: 5518.297363
	Iteration 43Q: 3 clusters Score -7591404 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25435 members 
Mstep: Class 2 contains 42452 members 
Entering Unmasked Estep 
Score: -7591411.500000 Penalty: 5518.297363
	Iteration 44Q: 3 clusters Score -7591412 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25448 members 
Mstep: Class 2 contains 42439 members 
Entering Unmasked Estep 
Score: -7591414.000000 Penalty: 5518.297363
	Iteration 45Q: 3 clusters Score -7591414 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25468 members 
Mstep: Class 2 contains 42419 members 
Entering Unmasked Estep 
Score: -7591396.000000 Penalty: 5518.297363
	Iteration 46Q: 3 clusters Score -7591396 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25492 members 
Mstep: Class 2 contains 42395 members 
Entering Unmasked Estep 
Score: -7591389.500000 Penalty: 5518.297363
	Iteration 47Q: 3 clusters Score -7591390 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25517 members 
Mstep: Class 2 contains 42370 members 
Entering Unmasked Estep 
Score: -7591401.000000 Penalty: 5518.297363
	Iteration 48Q: 3 clusters Score -7591401 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25543 members 
Mstep: Class 2 contains 42344 members 
Entering Unmasked Estep 
Score: -7591392.500000 Penalty: 5518.297363
	Iteration 49Q: 3 clusters Score -7591392 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25571 members 
Mstep: Class 2 contains 42316 members 
Entering Unmasked Estep 
Score: -7591391.000000 Penalty: 5518.297363
	Iteration 50Q: 3 clusters Score -7591391 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25601 members 
Mstep: Class 2 contains 42286 members 
Entering Unmasked Estep 
Score: -7591397.500000 Penalty: 5518.297363
	Iteration 51Q: 3 clusters Score -7591398 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25638 members 
Mstep: Class 2 contains 42249 members 
Entering Unmasked Estep 
Score: -7591400.500000 Penalty: 5518.297363
	Iteration 52Q: 3 clusters Score -7591400 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25681 members 
Mstep: Class 2 contains 42206 members 
Entering Unmasked Estep 
Score: -7591409.000000 Penalty: 5518.297363
	Iteration 53Q: 3 clusters Score -7591409 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25736 members 
Mstep: Class 2 contains 42151 members 
Entering Unmasked Estep 
Score: -7591415.500000 Penalty: 5518.297363
	Iteration 54Q: 3 clusters Score -7591416 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25803 members 
Mstep: Class 2 contains 42084 members 
Entering Unmasked Estep 
Score: -7591420.000000 Penalty: 5518.297363
	Iteration 55Q: 3 clusters Score -7591420 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25867 members 
Mstep: Class 2 contains 42020 members 
Entering Unmasked Estep 
Score: -7591427.500000 Penalty: 5518.297363
	Iteration 56Q: 3 clusters Score -7591428 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25929 members 
Mstep: Class 2 contains 41958 members 
Entering Unmasked Estep 
Score: -7591428.000000 Penalty: 5518.297363
	Iteration 57Q: 3 clusters Score -7591428 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25992 members 
Mstep: Class 2 contains 41895 members 
Entering Unmasked Estep 
Score: -7591426.500000 Penalty: 5518.297363
	Iteration 58Q: 3 clusters Score -7591426 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26054 members 
Mstep: Class 2 contains 41833 members 
Entering Unmasked Estep 
Score: -7591425.500000 Penalty: 5518.297363
	Iteration 59Q: 3 clusters Score -7591426 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26129 members 
Mstep: Class 2 contains 41758 members 
Entering Unmasked Estep 
Score: -7591413.000000 Penalty: 5518.297363
	Iteration 60F: 3 clusters Score -7591413 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26202 members 
Mstep: Class 2 contains 41685 members 
Entering Unmasked Estep 
Score: -7591431.500000 Penalty: 5518.297363
	Iteration 61Q: 3 clusters Score -7591432 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26259 members 
Mstep: Class 2 contains 41628 members 
Entering Unmasked Estep 
Score: -7591435.000000 Penalty: 5518.297363
	Iteration 62Q: 3 clusters Score -7591435 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26311 members 
Mstep: Class 2 contains 41576 members 
Entering Unmasked Estep 
Score: -7591428.500000 Penalty: 5518.297363
	Iteration 63Q: 3 clusters Score -7591428 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26366 members 
Mstep: Class 2 contains 41521 members 
Entering Unmasked Estep 
Score: -7591434.500000 Penalty: 5518.297363
	Iteration 64Q: 3 clusters Score -7591434 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26421 members 
Mstep: Class 2 contains 41466 members 
Entering Unmasked Estep 
Score: -7591455.000000 Penalty: 5518.297363
	Iteration 65Q: 3 clusters Score -7591455 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26486 members 
Mstep: Class 2 contains 41401 members 
Entering Unmasked Estep 
Score: -7591445.000000 Penalty: 5518.297363
	Iteration 66Q: 3 clusters Score -7591445 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26553 members 
Mstep: Class 2 contains 41334 members 
Entering Unmasked Estep 
Score: -7591438.500000 Penalty: 5518.297363
	Iteration 67Q: 3 clusters Score -7591438 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26615 members 
Mstep: Class 2 contains 41272 members 
Entering Unmasked Estep 
Score: -7591436.500000 Penalty: 5518.297363
	Iteration 68Q: 3 clusters Score -7591436 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26682 members 
Mstep: Class 2 contains 41205 members 
Entering Unmasked Estep 
Score: -7591443.500000 Penalty: 5518.297363
	Iteration 69Q: 3 clusters Score -7591444 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26748 members 
Mstep: Class 2 contains 41139 members 
Entering Unmasked Estep 
Score: -7591447.000000 Penalty: 5518.297363
	Iteration 70Q: 3 clusters Score -7591447 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26817 members 
Mstep: Class 2 contains 41070 members 
Entering Unmasked Estep 
Score: -7591443.500000 Penalty: 5518.297363
	Iteration 71Q: 3 clusters Score -7591444 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26883 members 
Mstep: Class 2 contains 41004 members 
Entering Unmasked Estep 
Score: -7591445.500000 Penalty: 5518.297363
	Iteration 72Q: 3 clusters Score -7591446 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26945 members 
Mstep: Class 2 contains 40942 members 
Entering Unmasked Estep 
Score: -7591433.000000 Penalty: 5518.297363
	Iteration 73Q: 3 clusters Score -7591433 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27006 members 
Mstep: Class 2 contains 40881 members 
Entering Unmasked Estep 
Score: -7591436.500000 Penalty: 5518.297363
	Iteration 74Q: 3 clusters Score -7591436 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27051 members 
Mstep: Class 2 contains 40836 members 
Entering Unmasked Estep 
Score: -7591448.500000 Penalty: 5518.297363
	Iteration 75Q: 3 clusters Score -7591448 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27095 members 
Mstep: Class 2 contains 40792 members 
Entering Unmasked Estep 
Score: -7591443.500000 Penalty: 5518.297363
	Iteration 76Q: 3 clusters Score -7591444 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27141 members 
Mstep: Class 2 contains 40746 members 
Entering Unmasked Estep 
Score: -7591443.000000 Penalty: 5518.297363
	Iteration 77Q: 3 clusters Score -7591443 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27192 members 
Mstep: Class 2 contains 40695 members 
Entering Unmasked Estep 
Score: -7591441.500000 Penalty: 5518.297363
	Iteration 78Q: 3 clusters Score -7591442 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27234 members 
Mstep: Class 2 contains 40653 members 
Entering Unmasked Estep 
Score: -7591437.500000 Penalty: 5518.297363
	Iteration 79Q: 3 clusters Score -7591438 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27276 members 
Mstep: Class 2 contains 40611 members 
Entering Unmasked Estep 
Score: -7591442.000000 Penalty: 5518.297363
	Iteration 80F: 3 clusters Score -7591442 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27321 members 
Mstep: Class 2 contains 40566 members 
Entering Unmasked Estep 
Score: -7591430.000000 Penalty: 5518.297363
	Iteration 81Q: 3 clusters Score -7591430 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27373 members 
Mstep: Class 2 contains 40514 members 
Entering Unmasked Estep 
Score: -7591432.000000 Penalty: 5518.297363
	Iteration 82Q: 3 clusters Score -7591432 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27425 members 
Mstep: Class 2 contains 40462 members 
Entering Unmasked Estep 
Score: -7591429.500000 Penalty: 5518.297363
	Iteration 83Q: 3 clusters Score -7591430 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27487 members 
Mstep: Class 2 contains 40400 members 
Entering Unmasked Estep 
Score: -7591431.500000 Penalty: 5518.297363
	Iteration 84Q: 3 clusters Score -7591432 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27555 members 
Mstep: Class 2 contains 40332 members 
Entering Unmasked Estep 
Score: -7591453.500000 Penalty: 5518.297363
	Iteration 85Q: 3 clusters Score -7591454 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27629 members 
Mstep: Class 2 contains 40258 members 
Entering Unmasked Estep 
Score: -7591457.000000 Penalty: 5518.297363
	Iteration 86Q: 3 clusters Score -7591457 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27695 members 
Mstep: Class 2 contains 40192 members 
Entering Unmasked Estep 
Score: -7591479.000000 Penalty: 5518.297363
	Iteration 87Q: 3 clusters Score -7591479 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27753 members 
Mstep: Class 2 contains 40134 members 
Entering Unmasked Estep 
Score: -7591454.000000 Penalty: 5518.297363
	Iteration 88Q: 3 clusters Score -7591454 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27820 members 
Mstep: Class 2 contains 40067 members 
Entering Unmasked Estep 
Score: -7591474.500000 Penalty: 5518.297363
	Iteration 89Q: 3 clusters Score -7591474 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27880 members 
Mstep: Class 2 contains 40007 members 
Entering Unmasked Estep 
Score: -7591485.500000 Penalty: 5518.297363
	Iteration 90Q: 3 clusters Score -7591486 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27938 members 
Mstep: Class 2 contains 39949 members 
Entering Unmasked Estep 
Score: -7591472.000000 Penalty: 5518.297363
	Iteration 91Q: 3 clusters Score -7591472 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27993 members 
Mstep: Class 2 contains 39894 members 
Entering Unmasked Estep 
Score: -7591479.000000 Penalty: 5518.297363
	Iteration 92Q: 3 clusters Score -7591479 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28052 members 
Mstep: Class 2 contains 39835 members 
Entering Unmasked Estep 
Score: -7591492.500000 Penalty: 5518.297363
	Iteration 93Q: 3 clusters Score -7591492 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28105 members 
Mstep: Class 2 contains 39782 members 
Entering Unmasked Estep 
Score: -7591505.000000 Penalty: 5518.297363
	Iteration 94Q: 3 clusters Score -7591505 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28153 members 
Mstep: Class 2 contains 39734 members 
Entering Unmasked Estep 
Score: -7591497.500000 Penalty: 5518.297363
	Iteration 95Q: 3 clusters Score -7591498 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28206 members 
Mstep: Class 2 contains 39681 members 
Entering Unmasked Estep 
Score: -7591509.000000 Penalty: 5518.297363
	Iteration 96Q: 3 clusters Score -7591509 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28267 members 
Mstep: Class 2 contains 39620 members 
Entering Unmasked Estep 
Score: -7591496.500000 Penalty: 5518.297363
	Iteration 97Q: 3 clusters Score -7591496 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28321 members 
Mstep: Class 2 contains 39566 members 
Entering Unmasked Estep 
Score: -7591500.500000 Penalty: 5518.297363
	Iteration 98Q: 3 clusters Score -7591500 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28379 members 
Mstep: Class 2 contains 39508 members 
Entering Unmasked Estep 
Score: -7591502.000000 Penalty: 5518.297363
	Iteration 99Q: 3 clusters Score -7591502 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28427 members 
Mstep: Class 2 contains 39460 members 
Entering Unmasked Estep 
Score: -7591506.500000 Penalty: 5518.297363
	Iteration 100F: 3 clusters Score -7591506 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28480 members 
Mstep: Class 2 contains 39407 members 
Entering Unmasked Estep 
Score: -7591510.500000 Penalty: 5518.297363
	Iteration 101Q: 3 clusters Score -7591510 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28528 members 
Mstep: Class 2 contains 39359 members 
Entering Unmasked Estep 
Score: -7591509.500000 Penalty: 5518.297363
	Iteration 102Q: 3 clusters Score -7591510 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28571 members 
Mstep: Class 2 contains 39316 members 
Entering Unmasked Estep 
Score: -7591516.000000 Penalty: 5518.297363
	Iteration 103Q: 3 clusters Score -7591516 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28613 members 
Mstep: Class 2 contains 39274 members 
Entering Unmasked Estep 
Score: -7591505.500000 Penalty: 5518.297363
	Iteration 104Q: 3 clusters Score -7591506 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28658 members 
Mstep: Class 2 contains 39229 members 
Entering Unmasked Estep 
Score: -7591495.000000 Penalty: 5518.297363
	Iteration 105Q: 3 clusters Score -7591495 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28712 members 
Mstep: Class 2 contains 39175 members 
Entering Unmasked Estep 
Score: -7591501.500000 Penalty: 5518.297363
	Iteration 106Q: 3 clusters Score -7591502 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28768 members 
Mstep: Class 2 contains 39119 members 
Entering Unmasked Estep 
Score: -7591506.000000 Penalty: 5518.297363
	Iteration 107Q: 3 clusters Score -7591506 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28826 members 
Mstep: Class 2 contains 39061 members 
Entering Unmasked Estep 
Score: -7591504.000000 Penalty: 5518.297363
	Iteration 108Q: 3 clusters Score -7591504 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28892 members 
Mstep: Class 2 contains 38995 members 
Entering Unmasked Estep 
Score: -7591488.000000 Penalty: 5518.297363
	Iteration 109Q: 3 clusters Score -7591488 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28963 members 
Mstep: Class 2 contains 38924 members 
Entering Unmasked Estep 
Score: -7591487.500000 Penalty: 5518.297363
	Iteration 110Q: 3 clusters Score -7591488 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29032 members 
Mstep: Class 2 contains 38855 members 
Entering Unmasked Estep 
Score: -7591489.000000 Penalty: 5518.297363
	Iteration 111Q: 3 clusters Score -7591489 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29098 members 
Mstep: Class 2 contains 38789 members 
Entering Unmasked Estep 
Score: -7591479.500000 Penalty: 5518.297363
	Iteration 112Q: 3 clusters Score -7591480 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29156 members 
Mstep: Class 2 contains 38731 members 
Entering Unmasked Estep 
Score: -7591483.000000 Penalty: 5518.297363
	Iteration 113Q: 3 clusters Score -7591483 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29217 members 
Mstep: Class 2 contains 38670 members 
Entering Unmasked Estep 
Score: -7591489.000000 Penalty: 5518.297363
	Iteration 114Q: 3 clusters Score -7591489 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29270 members 
Mstep: Class 2 contains 38617 members 
Entering Unmasked Estep 
Score: -7591491.500000 Penalty: 5518.297363
	Iteration 115Q: 3 clusters Score -7591492 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29327 members 
Mstep: Class 2 contains 38560 members 
Entering Unmasked Estep 
Score: -7591487.500000 Penalty: 5518.297363
	Iteration 116Q: 3 clusters Score -7591488 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29377 members 
Mstep: Class 2 contains 38510 members 
Entering Unmasked Estep 
Score: -7591486.500000 Penalty: 5518.297363
	Iteration 117Q: 3 clusters Score -7591486 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29421 members 
Mstep: Class 2 contains 38466 members 
Entering Unmasked Estep 
Score: -7591499.000000 Penalty: 5518.297363
	Iteration 118Q: 3 clusters Score -7591499 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29467 members 
Mstep: Class 2 contains 38420 members 
Entering Unmasked Estep 
Score: -7591494.500000 Penalty: 5518.297363
	Iteration 119Q: 3 clusters Score -7591494 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29515 members 
Mstep: Class 2 contains 38372 members 
Entering Unmasked Estep 
Score: -7591497.000000 Penalty: 5518.297363
	Iteration 120F: 3 clusters Score -7591497 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29556 members 
Mstep: Class 2 contains 38331 members 
Entering Unmasked Estep 
Score: -7591503.500000 Penalty: 5518.297363
	Iteration 121Q: 3 clusters Score -7591504 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29601 members 
Mstep: Class 2 contains 38286 members 
Entering Unmasked Estep 
Score: -7591489.500000 Penalty: 5518.297363
	Iteration 122Q: 3 clusters Score -7591490 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29640 members 
Mstep: Class 2 contains 38247 members 
Entering Unmasked Estep 
Score: -7591495.000000 Penalty: 5518.297363
	Iteration 123Q: 3 clusters Score -7591495 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29689 members 
Mstep: Class 2 contains 38198 members 
Entering Unmasked Estep 
Score: -7591489.500000 Penalty: 5518.297363
	Iteration 124Q: 3 clusters Score -7591490 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29730 members 
Mstep: Class 2 contains 38157 members 
Entering Unmasked Estep 
Score: -7591506.500000 Penalty: 5518.297363
	Iteration 125Q: 3 clusters Score -7591506 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29778 members 
Mstep: Class 2 contains 38109 members 
Entering Unmasked Estep 
Score: -7591511.500000 Penalty: 5518.297363
	Iteration 126Q: 3 clusters Score -7591512 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29822 members 
Mstep: Class 2 contains 38065 members 
Entering Unmasked Estep 
Score: -7591512.500000 Penalty: 5518.297363
	Iteration 127Q: 3 clusters Score -7591512 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29860 members 
Mstep: Class 2 contains 38027 members 
Entering Unmasked Estep 
Score: -7591514.500000 Penalty: 5518.297363
	Iteration 128Q: 3 clusters Score -7591514 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29899 members 
Mstep: Class 2 contains 37988 members 
Entering Unmasked Estep 
Score: -7591506.000000 Penalty: 5518.297363
	Iteration 129Q: 3 clusters Score -7591506 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29941 members 
Mstep: Class 2 contains 37946 members 
Entering Unmasked Estep 
Score: -7591509.000000 Penalty: 5518.297363
	Iteration 130Q: 3 clusters Score -7591509 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29977 members 
Mstep: Class 2 contains 37910 members 
Entering Unmasked Estep 
Score: -7591509.500000 Penalty: 5518.297363
	Iteration 131Q: 3 clusters Score -7591510 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30020 members 
Mstep: Class 2 contains 37867 members 
Entering Unmasked Estep 
Score: -7591520.000000 Penalty: 5518.297363
	Iteration 132Q: 3 clusters Score -7591520 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30069 members 
Mstep: Class 2 contains 37818 members 
Entering Unmasked Estep 
Score: -7591516.000000 Penalty: 5518.297363
	Iteration 133Q: 3 clusters Score -7591516 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30116 members 
Mstep: Class 2 contains 37771 members 
Entering Unmasked Estep 
Score: -7591512.000000 Penalty: 5518.297363
	Iteration 134Q: 3 clusters Score -7591512 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30155 members 
Mstep: Class 2 contains 37732 members 
Entering Unmasked Estep 
Score: -7591522.000000 Penalty: 5518.297363
	Iteration 135Q: 3 clusters Score -7591522 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30197 members 
Mstep: Class 2 contains 37690 members 
Entering Unmasked Estep 
Score: -7591516.000000 Penalty: 5518.297363
	Iteration 136Q: 3 clusters Score -7591516 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30241 members 
Mstep: Class 2 contains 37646 members 
Entering Unmasked Estep 
Score: -7591526.500000 Penalty: 5518.297363
	Iteration 137Q: 3 clusters Score -7591526 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30288 members 
Mstep: Class 2 contains 37599 members 
Entering Unmasked Estep 
Score: -7591530.000000 Penalty: 5518.297363
	Iteration 138Q: 3 clusters Score -7591530 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30324 members 
Mstep: Class 2 contains 37563 members 
Entering Unmasked Estep 
Score: -7591531.000000 Penalty: 5518.297363
	Iteration 139Q: 3 clusters Score -7591531 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30369 members 
Mstep: Class 2 contains 37518 members 
Entering Unmasked Estep 
Score: -7591530.500000 Penalty: 5518.297363
	Iteration 140F: 3 clusters Score -7591530 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30427 members 
Mstep: Class 2 contains 37460 members 
Entering Unmasked Estep 
Score: -7591524.000000 Penalty: 5518.297363
	Iteration 141Q: 3 clusters Score -7591524 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30481 members 
Mstep: Class 2 contains 37406 members 
Entering Unmasked Estep 
Score: -7591527.000000 Penalty: 5518.297363
	Iteration 142Q: 3 clusters Score -7591527 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30542 members 
Mstep: Class 2 contains 37345 members 
Entering Unmasked Estep 
Score: -7591558.000000 Penalty: 5518.297363
	Iteration 143Q: 3 clusters Score -7591558 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30603 members 
Mstep: Class 2 contains 37284 members 
Entering Unmasked Estep 
Score: -7591558.500000 Penalty: 5518.297363
	Iteration 144Q: 3 clusters Score -7591558 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30659 members 
Mstep: Class 2 contains 37228 members 
Entering Unmasked Estep 
Score: -7591542.000000 Penalty: 5518.297363
	Iteration 145Q: 3 clusters Score -7591542 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30699 members 
Mstep: Class 2 contains 37188 members 
Entering Unmasked Estep 
Score: -7591529.500000 Penalty: 5518.297363
	Iteration 146Q: 3 clusters Score -7591530 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30740 members 
Mstep: Class 2 contains 37147 members 
Entering Unmasked Estep 
Score: -7591534.000000 Penalty: 5518.297363
	Iteration 147Q: 3 clusters Score -7591534 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30777 members 
Mstep: Class 2 contains 37110 members 
Entering Unmasked Estep 
Score: -7591532.000000 Penalty: 5518.297363
	Iteration 148Q: 3 clusters Score -7591532 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30804 members 
Mstep: Class 2 contains 37083 members 
Entering Unmasked Estep 
Score: -7591541.000000 Penalty: 5518.297363
	Iteration 149Q: 3 clusters Score -7591541 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30836 members 
Mstep: Class 2 contains 37051 members 
Entering Unmasked Estep 
Score: -7591538.500000 Penalty: 5518.297363
	Iteration 150Q: 3 clusters Score -7591538 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30880 members 
Mstep: Class 2 contains 37007 members 
Entering Unmasked Estep 
Score: -7591559.500000 Penalty: 5518.297363
	Iteration 151Q: 3 clusters Score -7591560 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30919 members 
Mstep: Class 2 contains 36968 members 
Entering Unmasked Estep 
Score: -7591565.500000 Penalty: 5518.297363
	Iteration 152Q: 3 clusters Score -7591566 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30946 members 
Mstep: Class 2 contains 36941 members 
Entering Unmasked Estep 
Score: -7591558.000000 Penalty: 5518.297363
	Iteration 153Q: 3 clusters Score -7591558 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30969 members 
Mstep: Class 2 contains 36918 members 
Entering Unmasked Estep 
Score: -7591565.500000 Penalty: 5518.297363
	Iteration 154Q: 3 clusters Score -7591566 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31005 members 
Mstep: Class 2 contains 36882 members 
Entering Unmasked Estep 
Score: -7591557.500000 Penalty: 5518.297363
	Iteration 155Q: 3 clusters Score -7591558 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31038 members 
Mstep: Class 2 contains 36849 members 
Entering Unmasked Estep 
Score: -7591571.000000 Penalty: 5518.297363
	Iteration 156Q: 3 clusters Score -7591571 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31066 members 
Mstep: Class 2 contains 36821 members 
Entering Unmasked Estep 
Score: -7591565.500000 Penalty: 5518.297363
	Iteration 157Q: 3 clusters Score -7591566 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31105 members 
Mstep: Class 2 contains 36782 members 
Entering Unmasked Estep 
Score: -7591552.000000 Penalty: 5518.297363
	Iteration 158Q: 3 clusters Score -7591552 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31154 members 
Mstep: Class 2 contains 36733 members 
Entering Unmasked Estep 
Score: -7591563.000000 Penalty: 5518.297363
	Iteration 159Q: 3 clusters Score -7591563 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31203 members 
Mstep: Class 2 contains 36684 members 
Entering Unmasked Estep 
Score: -7591568.500000 Penalty: 5518.297363
	Iteration 160F: 3 clusters Score -7591568 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31255 members 
Mstep: Class 2 contains 36632 members 
Entering Unmasked Estep 
Score: -7591569.500000 Penalty: 5518.297363
	Iteration 161Q: 3 clusters Score -7591570 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31305 members 
Mstep: Class 2 contains 36582 members 
Entering Unmasked Estep 
Score: -7591561.000000 Penalty: 5518.297363
	Iteration 162Q: 3 clusters Score -7591561 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31361 members 
Mstep: Class 2 contains 36526 members 
Entering Unmasked Estep 
Score: -7591564.000000 Penalty: 5518.297363
	Iteration 163Q: 3 clusters Score -7591564 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31417 members 
Mstep: Class 2 contains 36470 members 
Entering Unmasked Estep 
Score: -7591577.500000 Penalty: 5518.297363
	Iteration 164Q: 3 clusters Score -7591578 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31459 members 
Mstep: Class 2 contains 36428 members 
Entering Unmasked Estep 
Score: -7591568.500000 Penalty: 5518.297363
	Iteration 165Q: 3 clusters Score -7591568 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31503 members 
Mstep: Class 2 contains 36384 members 
Entering Unmasked Estep 
Score: -7591576.500000 Penalty: 5518.297363
	Iteration 166Q: 3 clusters Score -7591576 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31561 members 
Mstep: Class 2 contains 36326 members 
Entering Unmasked Estep 
Score: -7591572.000000 Penalty: 5518.297363
	Iteration 167Q: 3 clusters Score -7591572 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31614 members 
Mstep: Class 2 contains 36273 members 
Entering Unmasked Estep 
Score: -7591561.500000 Penalty: 5518.297363
	Iteration 168Q: 3 clusters Score -7591562 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31677 members 
Mstep: Class 2 contains 36210 members 
Entering Unmasked Estep 
Score: -7591567.500000 Penalty: 5518.297363
	Iteration 169Q: 3 clusters Score -7591568 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31741 members 
Mstep: Class 2 contains 36146 members 
Entering Unmasked Estep 
Score: -7591575.500000 Penalty: 5518.297363
	Iteration 170Q: 3 clusters Score -7591576 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31811 members 
Mstep: Class 2 contains 36076 members 
Entering Unmasked Estep 
Score: -7591574.500000 Penalty: 5518.297363
	Iteration 171Q: 3 clusters Score -7591574 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31888 members 
Mstep: Class 2 contains 35999 members 
Entering Unmasked Estep 
Score: -7591575.500000 Penalty: 5518.297363
	Iteration 172Q: 3 clusters Score -7591576 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31967 members 
Mstep: Class 2 contains 35920 members 
Entering Unmasked Estep 
Score: -7591568.000000 Penalty: 5518.297363
	Iteration 173Q: 3 clusters Score -7591568 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32040 members 
Mstep: Class 2 contains 35847 members 
Entering Unmasked Estep 
Score: -7591563.000000 Penalty: 5518.297363
	Iteration 174Q: 3 clusters Score -7591563 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32120 members 
Mstep: Class 2 contains 35767 members 
Entering Unmasked Estep 
Score: -7591568.000000 Penalty: 5518.297363
	Iteration 175Q: 3 clusters Score -7591568 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32221 members 
Mstep: Class 2 contains 35666 members 
Entering Unmasked Estep 
Score: -7591579.500000 Penalty: 5518.297363
	Iteration 176Q: 3 clusters Score -7591580 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32341 members 
Mstep: Class 2 contains 35546 members 
Entering Unmasked Estep 
Score: -7591578.500000 Penalty: 5518.297363
	Iteration 177Q: 3 clusters Score -7591578 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32478 members 
Mstep: Class 2 contains 35409 members 
Entering Unmasked Estep 
Score: -7591607.000000 Penalty: 5518.297363
	Iteration 178Q: 3 clusters Score -7591607 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32619 members 
Mstep: Class 2 contains 35268 members 
Entering Unmasked Estep 
Score: -7591629.500000 Penalty: 5518.297363
	Iteration 179Q: 3 clusters Score -7591630 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32743 members 
Mstep: Class 2 contains 35144 members 
Entering Unmasked Estep 
Score: -7591617.500000 Penalty: 5518.297363
	Iteration 180F: 3 clusters Score -7591618 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32848 members 
Mstep: Class 2 contains 35039 members 
Entering Unmasked Estep 
Score: -7591631.000000 Penalty: 5518.297363
	Iteration 181Q: 3 clusters Score -7591631 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32964 members 
Mstep: Class 2 contains 34923 members 
Entering Unmasked Estep 
Score: -7591634.500000 Penalty: 5518.297363
	Iteration 182Q: 3 clusters Score -7591634 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33084 members 
Mstep: Class 2 contains 34803 members 
Entering Unmasked Estep 
Score: -7591636.000000 Penalty: 5518.297363
	Iteration 183Q: 3 clusters Score -7591636 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33208 members 
Mstep: Class 2 contains 34679 members 
Entering Unmasked Estep 
Score: -7591639.500000 Penalty: 5518.297363
	Iteration 184Q: 3 clusters Score -7591640 nChanged 114
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33320 members 
Mstep: Class 2 contains 34567 members 
Entering Unmasked Estep 
Score: -7591646.500000 Penalty: 5518.297363
	Iteration 185Q: 3 clusters Score -7591646 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33438 members 
Mstep: Class 2 contains 34449 members 
Entering Unmasked Estep 
Score: -7591659.500000 Penalty: 5518.297363
	Iteration 186Q: 3 clusters Score -7591660 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33572 members 
Mstep: Class 2 contains 34315 members 
Entering Unmasked Estep 
Score: -7591676.500000 Penalty: 5518.297363
	Iteration 187Q: 3 clusters Score -7591676 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33711 members 
Mstep: Class 2 contains 34176 members 
Entering Unmasked Estep 
Score: -7591665.500000 Penalty: 5518.297363
	Iteration 188Q: 3 clusters Score -7591666 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33858 members 
Mstep: Class 2 contains 34029 members 
Entering Unmasked Estep 
Score: -7591654.500000 Penalty: 5518.297363
	Iteration 189Q: 3 clusters Score -7591654 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33996 members 
Mstep: Class 2 contains 33891 members 
Entering Unmasked Estep 
Score: -7591674.000000 Penalty: 5518.297363
	Iteration 190Q: 3 clusters Score -7591674 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34115 members 
Mstep: Class 2 contains 33772 members 
Entering Unmasked Estep 
Score: -7591681.500000 Penalty: 5518.297363
	Iteration 191Q: 3 clusters Score -7591682 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34245 members 
Mstep: Class 2 contains 33642 members 
Entering Unmasked Estep 
Score: -7591708.500000 Penalty: 5518.297363
	Iteration 192Q: 3 clusters Score -7591708 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34379 members 
Mstep: Class 2 contains 33508 members 
Entering Unmasked Estep 
Score: -7591727.500000 Penalty: 5518.297363
	Iteration 193Q: 3 clusters Score -7591728 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34524 members 
Mstep: Class 2 contains 33363 members 
Entering Unmasked Estep 
Score: -7591744.500000 Penalty: 5518.297363
	Iteration 194Q: 3 clusters Score -7591744 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34664 members 
Mstep: Class 2 contains 33223 members 
Entering Unmasked Estep 
Score: -7591725.000000 Penalty: 5518.297363
	Iteration 195Q: 3 clusters Score -7591725 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34809 members 
Mstep: Class 2 contains 33078 members 
Entering Unmasked Estep 
Score: -7591737.000000 Penalty: 5518.297363
	Iteration 196Q: 3 clusters Score -7591737 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34933 members 
Mstep: Class 2 contains 32954 members 
Entering Unmasked Estep 
Score: -7591757.000000 Penalty: 5518.297363
	Iteration 197Q: 3 clusters Score -7591757 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35061 members 
Mstep: Class 2 contains 32826 members 
Entering Unmasked Estep 
Score: -7591752.000000 Penalty: 5518.297363
	Iteration 198Q: 3 clusters Score -7591752 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35179 members 
Mstep: Class 2 contains 32708 members 
Entering Unmasked Estep 
Score: -7591766.500000 Penalty: 5518.297363
	Iteration 199Q: 3 clusters Score -7591766 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35301 members 
Mstep: Class 2 contains 32586 members 
Entering Unmasked Estep 
Score: -7591762.500000 Penalty: 5518.297363
	Iteration 200F: 3 clusters Score -7591762 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35402 members 
Mstep: Class 2 contains 32485 members 
Entering Unmasked Estep 
Score: -7591767.000000 Penalty: 5518.297363
	Iteration 201Q: 3 clusters Score -7591767 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35508 members 
Mstep: Class 2 contains 32379 members 
Entering Unmasked Estep 
Score: -7591766.500000 Penalty: 5518.297363
	Iteration 202Q: 3 clusters Score -7591766 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35615 members 
Mstep: Class 2 contains 32272 members 
Entering Unmasked Estep 
Score: -7591772.500000 Penalty: 5518.297363
	Iteration 203Q: 3 clusters Score -7591772 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35747 members 
Mstep: Class 2 contains 32140 members 
Entering Unmasked Estep 
Score: -7591778.500000 Penalty: 5518.297363
	Iteration 204Q: 3 clusters Score -7591778 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35871 members 
Mstep: Class 2 contains 32016 members 
Entering Unmasked Estep 
Score: -7591751.500000 Penalty: 5518.297363
	Iteration 205Q: 3 clusters Score -7591752 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35996 members 
Mstep: Class 2 contains 31891 members 
Entering Unmasked Estep 
Score: -7591763.000000 Penalty: 5518.297363
	Iteration 206Q: 3 clusters Score -7591763 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36114 members 
Mstep: Class 2 contains 31773 members 
Entering Unmasked Estep 
Score: -7591775.000000 Penalty: 5518.297363
	Iteration 207Q: 3 clusters Score -7591775 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36249 members 
Mstep: Class 2 contains 31638 members 
Entering Unmasked Estep 
Score: -7591793.500000 Penalty: 5518.297363
	Iteration 208Q: 3 clusters Score -7591794 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36406 members 
Mstep: Class 2 contains 31481 members 
Entering Unmasked Estep 
Score: -7591800.500000 Penalty: 5518.297363
	Iteration 209Q: 3 clusters Score -7591800 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36546 members 
Mstep: Class 2 contains 31341 members 
Entering Unmasked Estep 
Score: -7591799.500000 Penalty: 5518.297363
	Iteration 210Q: 3 clusters Score -7591800 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36665 members 
Mstep: Class 2 contains 31222 members 
Entering Unmasked Estep 
Score: -7591806.500000 Penalty: 5518.297363
	Iteration 211Q: 3 clusters Score -7591806 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36786 members 
Mstep: Class 2 contains 31101 members 
Entering Unmasked Estep 
Score: -7591795.000000 Penalty: 5518.297363
	Iteration 212Q: 3 clusters Score -7591795 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36917 members 
Mstep: Class 2 contains 30970 members 
Entering Unmasked Estep 
Score: -7591815.000000 Penalty: 5518.297363
	Iteration 213Q: 3 clusters Score -7591815 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37066 members 
Mstep: Class 2 contains 30821 members 
Entering Unmasked Estep 
Score: -7591834.000000 Penalty: 5518.297363
	Iteration 214Q: 3 clusters Score -7591834 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37200 members 
Mstep: Class 2 contains 30687 members 
Entering Unmasked Estep 
Score: -7591840.500000 Penalty: 5518.297363
	Iteration 215Q: 3 clusters Score -7591840 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37333 members 
Mstep: Class 2 contains 30554 members 
Entering Unmasked Estep 
Score: -7591864.000000 Penalty: 5518.297363
	Iteration 216Q: 3 clusters Score -7591864 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37447 members 
Mstep: Class 2 contains 30440 members 
Entering Unmasked Estep 
Score: -7591860.000000 Penalty: 5518.297363
	Iteration 217Q: 3 clusters Score -7591860 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37579 members 
Mstep: Class 2 contains 30308 members 
Entering Unmasked Estep 
Score: -7591876.500000 Penalty: 5518.297363
	Iteration 218Q: 3 clusters Score -7591876 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37704 members 
Mstep: Class 2 contains 30183 members 
Entering Unmasked Estep 
Score: -7591878.000000 Penalty: 5518.297363
	Iteration 219Q: 3 clusters Score -7591878 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37831 members 
Mstep: Class 2 contains 30056 members 
Entering Unmasked Estep 
Score: -7591881.500000 Penalty: 5518.297363
	Iteration 220F: 3 clusters Score -7591882 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37947 members 
Mstep: Class 2 contains 29940 members 
Entering Unmasked Estep 
Score: -7591879.000000 Penalty: 5518.297363
	Iteration 221Q: 3 clusters Score -7591879 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38068 members 
Mstep: Class 2 contains 29819 members 
Entering Unmasked Estep 
Score: -7591877.000000 Penalty: 5518.297363
	Iteration 222Q: 3 clusters Score -7591877 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38187 members 
Mstep: Class 2 contains 29700 members 
Entering Unmasked Estep 
Score: -7591893.500000 Penalty: 5518.297363
	Iteration 223Q: 3 clusters Score -7591894 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38310 members 
Mstep: Class 2 contains 29577 members 
Entering Unmasked Estep 
Score: -7591894.500000 Penalty: 5518.297363
	Iteration 224Q: 3 clusters Score -7591894 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38428 members 
Mstep: Class 2 contains 29459 members 
Entering Unmasked Estep 
Score: -7591888.000000 Penalty: 5518.297363
	Iteration 225Q: 3 clusters Score -7591888 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38538 members 
Mstep: Class 2 contains 29349 members 
Entering Unmasked Estep 
Score: -7591891.500000 Penalty: 5518.297363
	Iteration 226Q: 3 clusters Score -7591892 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38660 members 
Mstep: Class 2 contains 29227 members 
Entering Unmasked Estep 
Score: -7591920.500000 Penalty: 5518.297363
	Iteration 227Q: 3 clusters Score -7591920 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38785 members 
Mstep: Class 2 contains 29102 members 
Entering Unmasked Estep 
Score: -7591927.500000 Penalty: 5518.297363
	Iteration 228Q: 3 clusters Score -7591928 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38900 members 
Mstep: Class 2 contains 28987 members 
Entering Unmasked Estep 
Score: -7591942.500000 Penalty: 5518.297363
	Iteration 229Q: 3 clusters Score -7591942 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39029 members 
Mstep: Class 2 contains 28858 members 
Entering Unmasked Estep 
Score: -7591928.000000 Penalty: 5518.297363
	Iteration 230Q: 3 clusters Score -7591928 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39186 members 
Mstep: Class 2 contains 28701 members 
Entering Unmasked Estep 
Score: -7591940.500000 Penalty: 5518.297363
	Iteration 231Q: 3 clusters Score -7591940 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39325 members 
Mstep: Class 2 contains 28562 members 
Entering Unmasked Estep 
Score: -7591958.000000 Penalty: 5518.297363
	Iteration 232Q: 3 clusters Score -7591958 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39471 members 
Mstep: Class 2 contains 28416 members 
Entering Unmasked Estep 
Score: -7591968.000000 Penalty: 5518.297363
	Iteration 233Q: 3 clusters Score -7591968 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39614 members 
Mstep: Class 2 contains 28273 members 
Entering Unmasked Estep 
Score: -7591987.500000 Penalty: 5518.297363
	Iteration 234Q: 3 clusters Score -7591988 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39766 members 
Mstep: Class 2 contains 28121 members 
Entering Unmasked Estep 
Score: -7592021.500000 Penalty: 5518.297363
	Iteration 235Q: 3 clusters Score -7592022 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39913 members 
Mstep: Class 2 contains 27974 members 
Entering Unmasked Estep 
Score: -7592014.500000 Penalty: 5518.297363
	Iteration 236Q: 3 clusters Score -7592014 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40074 members 
Mstep: Class 2 contains 27813 members 
Entering Unmasked Estep 
Score: -7592007.500000 Penalty: 5518.297363
	Iteration 237Q: 3 clusters Score -7592008 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40216 members 
Mstep: Class 2 contains 27671 members 
Entering Unmasked Estep 
Score: -7592005.000000 Penalty: 5518.297363
	Iteration 238Q: 3 clusters Score -7592005 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40376 members 
Mstep: Class 2 contains 27511 members 
Entering Unmasked Estep 
Score: -7592004.000000 Penalty: 5518.297363
	Iteration 239Q: 3 clusters Score -7592004 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40548 members 
Mstep: Class 2 contains 27339 members 
Entering Unmasked Estep 
Score: -7592024.000000 Penalty: 5518.297363
	Iteration 240F: 3 clusters Score -7592024 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40723 members 
Mstep: Class 2 contains 27164 members 
Entering Unmasked Estep 
Score: -7592027.500000 Penalty: 5518.297363
	Iteration 241Q: 3 clusters Score -7592028 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40895 members 
Mstep: Class 2 contains 26992 members 
Entering Unmasked Estep 
Score: -7592048.500000 Penalty: 5518.297363
	Iteration 242Q: 3 clusters Score -7592048 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41063 members 
Mstep: Class 2 contains 26824 members 
Entering Unmasked Estep 
Score: -7592063.500000 Penalty: 5518.297363
	Iteration 243Q: 3 clusters Score -7592064 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41217 members 
Mstep: Class 2 contains 26670 members 
Entering Unmasked Estep 
Score: -7592045.500000 Penalty: 5518.297363
	Iteration 244Q: 3 clusters Score -7592046 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41366 members 
Mstep: Class 2 contains 26521 members 
Entering Unmasked Estep 
Score: -7592058.500000 Penalty: 5518.297363
	Iteration 245Q: 3 clusters Score -7592058 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41518 members 
Mstep: Class 2 contains 26369 members 
Entering Unmasked Estep 
Score: -7592067.500000 Penalty: 5518.297363
	Iteration 246Q: 3 clusters Score -7592068 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41674 members 
Mstep: Class 2 contains 26213 members 
Entering Unmasked Estep 
Score: -7592095.000000 Penalty: 5518.297363
	Iteration 247Q: 3 clusters Score -7592095 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41832 members 
Mstep: Class 2 contains 26055 members 
Entering Unmasked Estep 
Score: -7592106.500000 Penalty: 5518.297363
	Iteration 248Q: 3 clusters Score -7592106 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42001 members 
Mstep: Class 2 contains 25886 members 
Entering Unmasked Estep 
Score: -7592111.500000 Penalty: 5518.297363
	Iteration 249Q: 3 clusters Score -7592112 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42160 members 
Mstep: Class 2 contains 25727 members 
Entering Unmasked Estep 
Score: -7592121.000000 Penalty: 5518.297363
	Iteration 250Q: 3 clusters Score -7592121 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42321 members 
Mstep: Class 2 contains 25566 members 
Entering Unmasked Estep 
Score: -7592158.000000 Penalty: 5518.297363
	Iteration 251Q: 3 clusters Score -7592158 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42484 members 
Mstep: Class 2 contains 25403 members 
Entering Unmasked Estep 
Score: -7592188.000000 Penalty: 5518.297363
	Iteration 252Q: 3 clusters Score -7592188 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42663 members 
Mstep: Class 2 contains 25224 members 
Entering Unmasked Estep 
Score: -7592191.000000 Penalty: 5518.297363
	Iteration 253Q: 3 clusters Score -7592191 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42846 members 
Mstep: Class 2 contains 25041 members 
Entering Unmasked Estep 
Score: -7592180.500000 Penalty: 5518.297363
	Iteration 254Q: 3 clusters Score -7592180 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43040 members 
Mstep: Class 2 contains 24847 members 
Entering Unmasked Estep 
Score: -7592190.000000 Penalty: 5518.297363
	Iteration 255Q: 3 clusters Score -7592190 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43224 members 
Mstep: Class 2 contains 24663 members 
Entering Unmasked Estep 
Score: -7592193.000000 Penalty: 5518.297363
	Iteration 256Q: 3 clusters Score -7592193 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43401 members 
Mstep: Class 2 contains 24486 members 
Entering Unmasked Estep 
Score: -7592205.500000 Penalty: 5518.297363
	Iteration 257Q: 3 clusters Score -7592206 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43568 members 
Mstep: Class 2 contains 24319 members 
Entering Unmasked Estep 
Score: -7592203.000000 Penalty: 5518.297363
	Iteration 258Q: 3 clusters Score -7592203 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43714 members 
Mstep: Class 2 contains 24173 members 
Entering Unmasked Estep 
Score: -7592214.500000 Penalty: 5518.297363
	Iteration 259Q: 3 clusters Score -7592214 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43846 members 
Mstep: Class 2 contains 24041 members 
Entering Unmasked Estep 
Score: -7592224.000000 Penalty: 5518.297363
	Iteration 260F: 3 clusters Score -7592224 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43991 members 
Mstep: Class 2 contains 23896 members 
Entering Unmasked Estep 
Score: -7592226.500000 Penalty: 5518.297363
	Iteration 261Q: 3 clusters Score -7592226 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44151 members 
Mstep: Class 2 contains 23736 members 
Entering Unmasked Estep 
Score: -7592212.000000 Penalty: 5518.297363
	Iteration 262Q: 3 clusters Score -7592212 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44320 members 
Mstep: Class 2 contains 23567 members 
Entering Unmasked Estep 
Score: -7592231.500000 Penalty: 5518.297363
	Iteration 263Q: 3 clusters Score -7592232 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44514 members 
Mstep: Class 2 contains 23373 members 
Entering Unmasked Estep 
Score: -7592255.500000 Penalty: 5518.297363
	Iteration 264Q: 3 clusters Score -7592256 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44724 members 
Mstep: Class 2 contains 23163 members 
Entering Unmasked Estep 
Score: -7592253.000000 Penalty: 5518.297363
	Iteration 265Q: 3 clusters Score -7592253 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44927 members 
Mstep: Class 2 contains 22960 members 
Entering Unmasked Estep 
Score: -7592250.500000 Penalty: 5518.297363
	Iteration 266Q: 3 clusters Score -7592250 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45132 members 
Mstep: Class 2 contains 22755 members 
Entering Unmasked Estep 
Score: -7592290.000000 Penalty: 5518.297363
	Iteration 267Q: 3 clusters Score -7592290 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45334 members 
Mstep: Class 2 contains 22553 members 
Entering Unmasked Estep 
Score: -7592286.500000 Penalty: 5518.297363
	Iteration 268Q: 3 clusters Score -7592286 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45513 members 
Mstep: Class 2 contains 22374 members 
Entering Unmasked Estep 
Score: -7592280.000000 Penalty: 5518.297363
	Iteration 269Q: 3 clusters Score -7592280 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45682 members 
Mstep: Class 2 contains 22205 members 
Entering Unmasked Estep 
Score: -7592320.500000 Penalty: 5518.297363
	Iteration 270Q: 3 clusters Score -7592320 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45858 members 
Mstep: Class 2 contains 22029 members 
Entering Unmasked Estep 
Score: -7592352.500000 Penalty: 5518.297363
	Iteration 271Q: 3 clusters Score -7592352 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46045 members 
Mstep: Class 2 contains 21842 members 
Entering Unmasked Estep 
Score: -7592381.000000 Penalty: 5518.297363
	Iteration 272Q: 3 clusters Score -7592381 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46239 members 
Mstep: Class 2 contains 21648 members 
Entering Unmasked Estep 
Score: -7592402.000000 Penalty: 5518.297363
	Iteration 273Q: 3 clusters Score -7592402 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46424 members 
Mstep: Class 2 contains 21463 members 
Entering Unmasked Estep 
Score: -7592392.000000 Penalty: 5518.297363
	Iteration 274Q: 3 clusters Score -7592392 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46601 members 
Mstep: Class 2 contains 21286 members 
Entering Unmasked Estep 
Score: -7592413.500000 Penalty: 5518.297363
	Iteration 275Q: 3 clusters Score -7592414 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46780 members 
Mstep: Class 2 contains 21107 members 
Entering Unmasked Estep 
Score: -7592414.000000 Penalty: 5518.297363
	Iteration 276Q: 3 clusters Score -7592414 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46964 members 
Mstep: Class 2 contains 20923 members 
Entering Unmasked Estep 
Score: -7592424.500000 Penalty: 5518.297363
	Iteration 277Q: 3 clusters Score -7592424 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47150 members 
Mstep: Class 2 contains 20737 members 
Entering Unmasked Estep 
Score: -7592410.500000 Penalty: 5518.297363
	Iteration 278Q: 3 clusters Score -7592410 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47341 members 
Mstep: Class 2 contains 20546 members 
Entering Unmasked Estep 
Score: -7592459.000000 Penalty: 5518.297363
	Iteration 279Q: 3 clusters Score -7592459 nChanged 208
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47547 members 
Mstep: Class 2 contains 20340 members 
Entering Unmasked Estep 
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	Iteration 280F: 3 clusters Score -7592441 nChanged 228
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47771 members 
Mstep: Class 2 contains 20116 members 
Entering Unmasked Estep 
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	Iteration 281Q: 3 clusters Score -7592454 nChanged 238
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Mstep: Class 1 contains 48007 members 
Mstep: Class 2 contains 19880 members 
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	Iteration 282Q: 3 clusters Score -7592469 nChanged 229
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Mstep: Class 1 contains 48234 members 
Mstep: Class 2 contains 19653 members 
Entering Unmasked Estep 
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	Iteration 283Q: 3 clusters Score -7592488 nChanged 241
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Mstep: Class 1 contains 48471 members 
Mstep: Class 2 contains 19416 members 
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	Iteration 284Q: 3 clusters Score -7592512 nChanged 257
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Mstep: Class 1 contains 48726 members 
Mstep: Class 2 contains 19161 members 
Entering Unmasked Estep 
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	Iteration 285Q: 3 clusters Score -7592540 nChanged 255
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Mstep: Class 1 contains 48981 members 
Mstep: Class 2 contains 18906 members 
Entering Unmasked Estep 
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	Iteration 286Q: 3 clusters Score -7592570 nChanged 303
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Entering Unmasked Estep 
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	Iteration 287Q: 3 clusters Score -7592614 nChanged 276
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Mstep: Class 1 contains 49552 members 
Mstep: Class 2 contains 18335 members 
Entering Unmasked Estep 
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	Iteration 288Q: 3 clusters Score -7592660 nChanged 264
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Mstep: Class 2 contains 18077 members 
Entering Unmasked Estep 
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	Iteration 289Q: 3 clusters Score -7592690 nChanged 268
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Mstep: Class 1 contains 50072 members 
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	Iteration 290Q: 3 clusters Score -7592700 nChanged 277
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Mstep: Class 2 contains 17542 members 
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	Iteration 291Q: 3 clusters Score -7592750 nChanged 267
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Entering Unmasked Estep 
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	Iteration 292Q: 3 clusters Score -7592767 nChanged 241
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	Iteration 293Q: 3 clusters Score -7592799 nChanged 243
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Entering Unmasked Estep 
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	Iteration 294Q: 3 clusters Score -7592827 nChanged 200
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Mstep: Class 1 contains 51276 members 
Mstep: Class 2 contains 16611 members 
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	Iteration 295Q: 3 clusters Score -7592848 nChanged 176
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Entering Unmasked Estep 
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	Iteration 296Q: 3 clusters Score -7592877 nChanged 175
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	Iteration 297Q: 3 clusters Score -7592868 nChanged 148
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	Iteration 298Q: 3 clusters Score -7592892 nChanged 154
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	Iteration 299Q: 3 clusters Score -7592891 nChanged 135
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Mstep: Class 1 contains 52046 members 
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Entering Unmasked Estep 
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	Iteration 300F: 3 clusters Score -7592907 nChanged 143
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Entering Unmasked Estep 
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	Iteration 301Q: 3 clusters Score -7592916 nChanged 108
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Mstep: Class 1 contains 52289 members 
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	Iteration 302Q: 3 clusters Score -7592902 nChanged 92
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	Iteration 303Q: 3 clusters Score -7592906 nChanged 82
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Mstep: Class 1 contains 52463 members 
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	Iteration 304Q: 3 clusters Score -7592889 nChanged 77
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	Iteration 305Q: 3 clusters Score -7592908 nChanged 75
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	Iteration 306Q: 3 clusters Score -7592916 nChanged 88
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Entering Unmasked Estep 
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	Iteration 307Q: 3 clusters Score -7592920 nChanged 71
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Entering Unmasked Estep 
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	Iteration 308Q: 3 clusters Score -7592941 nChanged 70
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Mstep: Class 1 contains 52834 members 
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	Iteration 309Q: 3 clusters Score -7592950 nChanged 63
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	Iteration 310Q: 3 clusters Score -7592950 nChanged 60
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Mstep: Class 1 contains 52957 members 
Mstep: Class 2 contains 14930 members 
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	Iteration 311Q: 3 clusters Score -7592961 nChanged 41
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	Iteration 312Q: 3 clusters Score -7592975 nChanged 39
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	Iteration 313Q: 3 clusters Score -7592972 nChanged 30
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	Iteration 314Q: 3 clusters Score -7592986 nChanged 31
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	Iteration 315Q: 3 clusters Score -7592992 nChanged 29
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Mstep: Class 1 contains 53121 members 
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	Iteration 316Q: 3 clusters Score -7592986 nChanged 23
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	Iteration 317Q: 3 clusters Score -7592972 nChanged 25
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Entering Unmasked Estep 
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	Iteration 318Q: 3 clusters Score -7592979 nChanged 29
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	Iteration 319Q: 3 clusters Score -7592982 nChanged 37
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Mstep: Class 1 contains 53235 members 
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Entering Unmasked Estep 
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	Iteration 320F: 3 clusters Score -7592984 nChanged 24
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	Iteration 321Q: 3 clusters Score -7592978 nChanged 10
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Mstep: Class 1 contains 53269 members 
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	Iteration 322Q: 3 clusters Score -7592976 nChanged 6
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Mstep: Class 1 contains 53275 members 
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	Iteration 323Q: 3 clusters Score -7592966 nChanged 9
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Mstep: Class 1 contains 53284 members 
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	Iteration 324Q: 3 clusters Score -7592972 nChanged 10
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	Iteration 325Q: 3 clusters Score -7592984 nChanged 7
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Mstep: Class 1 contains 53301 members 
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	Iteration 326Q: 3 clusters Score -7592986 nChanged 7
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Mstep: Class 1 contains 53308 members 
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	Iteration 327Q: 3 clusters Score -7592986 nChanged 7
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Mstep: Class 1 contains 53313 members 
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	Iteration 328Q: 3 clusters Score -7592988 nChanged 9
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Mstep: Class 1 contains 53322 members 
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	Iteration 329Q: 3 clusters Score -7592986 nChanged 8
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Mstep: Class 1 contains 53330 members 
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	Iteration 330Q: 3 clusters Score -7592989 nChanged 8
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Mstep: Class 1 contains 53338 members 
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	Iteration 331Q: 3 clusters Score -7592986 nChanged 6
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	Iteration 332Q: 3 clusters Score -7592986 nChanged 4
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	Iteration 333Q: 3 clusters Score -7592988 nChanged 7
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	Iteration 334Q: 3 clusters Score -7592995 nChanged 7
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	Iteration 335Q: 3 clusters Score -7592996 nChanged 3
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	Iteration 336Q: 3 clusters Score -7592992 nChanged 4
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	Iteration 337Q: 3 clusters Score -7592995 nChanged 11
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	Iteration 338Q: 3 clusters Score -7592999 nChanged 5
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	Iteration 339Q: 3 clusters Score -7592995 nChanged 6
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	Iteration 340F: 3 clusters Score -7593004 nChanged 5
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	Iteration 341Q: 3 clusters Score -7592996 nChanged 8
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	Iteration 342Q: 3 clusters Score -7592998 nChanged 7
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	Iteration 343Q: 3 clusters Score -7592996 nChanged 7
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	Iteration 344Q: 3 clusters Score -7592994 nChanged 4
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	Iteration 345Q: 3 clusters Score -7592992 nChanged 12
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	Iteration 346Q: 3 clusters Score -7592998 nChanged 8
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	Iteration 347Q: 3 clusters Score -7593004 nChanged 5
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	Iteration 348Q: 3 clusters Score -7593000 nChanged 9
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	Iteration 349Q: 3 clusters Score -7593002 nChanged 5
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	Iteration 350Q: 3 clusters Score -7593000 nChanged 5
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	Iteration 351Q: 3 clusters Score -7592994 nChanged 5
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	Iteration 352Q: 3 clusters Score -7593000 nChanged 6
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	Iteration 353Q: 3 clusters Score -7593006 nChanged 8
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	Iteration 354Q: 3 clusters Score -7593002 nChanged 10
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	Iteration 355Q: 3 clusters Score -7593004 nChanged 15
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	Iteration 356Q: 3 clusters Score -7593002 nChanged 11
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	Iteration 357Q: 3 clusters Score -7593000 nChanged 13
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	Iteration 358Q: 3 clusters Score -7592996 nChanged 6
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	Iteration 359Q: 3 clusters Score -7592992 nChanged 6
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	Iteration 360F: 3 clusters Score -7592994 nChanged 5
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	Iteration 361Q: 3 clusters Score -7592987 nChanged 6
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	Iteration 362Q: 3 clusters Score -7592988 nChanged 8
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	Iteration 363Q: 3 clusters Score -7592990 nChanged 8
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	Iteration 364Q: 3 clusters Score -7592988 nChanged 9
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	Iteration 365Q: 3 clusters Score -7592990 nChanged 11
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	Iteration 366Q: 3 clusters Score -7592985 nChanged 9
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	Iteration 367Q: 3 clusters Score -7592976 nChanged 8
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	Iteration 368Q: 3 clusters Score -7592976 nChanged 9
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	Iteration 369Q: 3 clusters Score -7592972 nChanged 14
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	Iteration 370Q: 3 clusters Score -7592980 nChanged 18
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	Iteration 371Q: 3 clusters Score -7592979 nChanged 16
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	Iteration 372Q: 3 clusters Score -7592990 nChanged 25
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	Iteration 373Q: 3 clusters Score -7592993 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53704 members 
Mstep: Class 2 contains 14183 members 
Entering Unmasked Estep 
Score: -7592986.500000 Penalty: 5518.297363
	Iteration 374Q: 3 clusters Score -7592986 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53726 members 
Mstep: Class 2 contains 14161 members 
Entering Unmasked Estep 
Score: -7592988.000000 Penalty: 5518.297363
	Iteration 375Q: 3 clusters Score -7592988 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53748 members 
Mstep: Class 2 contains 14139 members 
Entering Unmasked Estep 
Score: -7592982.500000 Penalty: 5518.297363
	Iteration 376Q: 3 clusters Score -7592982 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53761 members 
Mstep: Class 2 contains 14126 members 
Entering Unmasked Estep 
Score: -7592989.000000 Penalty: 5518.297363
	Iteration 377Q: 3 clusters Score -7592989 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53774 members 
Mstep: Class 2 contains 14113 members 
Entering Unmasked Estep 
Score: -7592995.500000 Penalty: 5518.297363
	Iteration 378Q: 3 clusters Score -7592996 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53786 members 
Mstep: Class 2 contains 14101 members 
Entering Unmasked Estep 
Score: -7593003.000000 Penalty: 5518.297363
	Iteration 379Q: 3 clusters Score -7593003 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53797 members 
Mstep: Class 2 contains 14090 members 
Entering Unmasked Estep 
Score: -7593001.000000 Penalty: 5518.297363
	Iteration 380F: 3 clusters Score -7593001 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53807 members 
Mstep: Class 2 contains 14080 members 
Entering Unmasked Estep 
Score: -7593009.500000 Penalty: 5518.297363
	Iteration 381Q: 3 clusters Score -7593010 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53821 members 
Mstep: Class 2 contains 14066 members 
Entering Unmasked Estep 
Score: -7592993.500000 Penalty: 5518.297363
	Iteration 382Q: 3 clusters Score -7592994 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53835 members 
Mstep: Class 2 contains 14052 members 
Entering Unmasked Estep 
Score: -7592988.000000 Penalty: 5518.297363
	Iteration 383Q: 3 clusters Score -7592988 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53845 members 
Mstep: Class 2 contains 14042 members 
Entering Unmasked Estep 
Score: -7593002.000000 Penalty: 5518.297363
	Iteration 384Q: 3 clusters Score -7593002 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53852 members 
Mstep: Class 2 contains 14035 members 
Entering Unmasked Estep 
Score: -7592990.000000 Penalty: 5518.297363
	Iteration 385Q: 3 clusters Score -7592990 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53864 members 
Mstep: Class 2 contains 14023 members 
Entering Unmasked Estep 
Score: -7592993.500000 Penalty: 5518.297363
	Iteration 386Q: 3 clusters Score -7592994 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53875 members 
Mstep: Class 2 contains 14012 members 
Entering Unmasked Estep 
Score: -7592990.500000 Penalty: 5518.297363
	Iteration 387Q: 3 clusters Score -7592990 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53882 members 
Mstep: Class 2 contains 14005 members 
Entering Unmasked Estep 
Score: -7592992.500000 Penalty: 5518.297363
	Iteration 388Q: 3 clusters Score -7592992 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53891 members 
Mstep: Class 2 contains 13996 members 
Entering Unmasked Estep 
Score: -7592995.500000 Penalty: 5518.297363
	Iteration 389Q: 3 clusters Score -7592996 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53899 members 
Mstep: Class 2 contains 13988 members 
Entering Unmasked Estep 
Score: -7592997.000000 Penalty: 5518.297363
	Iteration 390Q: 3 clusters Score -7592997 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53906 members 
Mstep: Class 2 contains 13981 members 
Entering Unmasked Estep 
Score: -7593002.000000 Penalty: 5518.297363
	Iteration 391Q: 3 clusters Score -7593002 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53915 members 
Mstep: Class 2 contains 13972 members 
Entering Unmasked Estep 
Score: -7593005.000000 Penalty: 5518.297363
	Iteration 392Q: 3 clusters Score -7593005 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53923 members 
Mstep: Class 2 contains 13964 members 
Entering Unmasked Estep 
Score: -7593007.500000 Penalty: 5518.297363
	Iteration 393Q: 3 clusters Score -7593008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53928 members 
Mstep: Class 2 contains 13959 members 
Entering Unmasked Estep 
Score: -7592999.000000 Penalty: 5518.297363
	Iteration 394Q: 3 clusters Score -7592999 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53934 members 
Mstep: Class 2 contains 13953 members 
Entering Unmasked Estep 
Score: -7593005.500000 Penalty: 5518.297363
	Iteration 395Q: 3 clusters Score -7593006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53936 members 
Mstep: Class 2 contains 13951 members 
Entering Unmasked Estep 
Score: -7593002.000000 Penalty: 5518.297363
	Iteration 396Q: 3 clusters Score -7593002 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53936 members 
Mstep: Class 2 contains 13951 members 
Entering Unmasked Estep 
Score: -7593002.000000 Penalty: 5518.297363
	Iteration 397F: 3 clusters Score -7593002 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 31460 members 
Mstep: Class 2 contains 53936 members 
Mstep: Class 3 contains 13951 members 
Mstep: Class 4 contains 57417 members 
Mstep: Class 5 contains 220924 members 
Mstep: Class 6 contains 6004 members 
Mstep: Class 7 contains 224285 members 
Mstep: Class 8 contains 253800 members 
Mstep: Class 9 contains 90707 members 
Mstep: Class 11 contains 206045 members 
Mstep: Class 12 contains 44944 members 
Mstep: Class 14 contains 17940 members 
Mstep: Class 15 contains 115207 members 
Mstep: Class 17 contains 1346 members 
Mstep: Class 18 contains 8539 members 
Mstep: Class 19 contains 2031 members 
Mstep: Class 20 contains 11702 members 
Entering Unmasked Estep 
Score: -155492976.000000 Penalty: 59543.316406
Splitting cluster 2 changes total score from -155485616.000000 to -155492976.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 4 (57417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57417 members 
Entering Unmasked Estep 
Score: -6267695.500000 Penalty: 2717.607666
	Iteration 0F: 2 clusters Score -6267696 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28580 members 
Mstep: Class 2 contains 28837 members 
Entering Unmasked Estep 
Score: -6228935.000000 Penalty: 5435.215332
	Iteration 0F: 3 clusters Score -6228935 nChanged 26849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26645 members 
Mstep: Class 2 contains 30772 members 
Entering Unmasked Estep 
Score: -6244646.000000 Penalty: 5435.215332
	Iteration 1F: 3 clusters Score -6244646 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25337 members 
Mstep: Class 2 contains 32080 members 
Entering Unmasked Estep 
Score: -6245954.000000 Penalty: 5435.215332
	Iteration 2F: 3 clusters Score -6245954 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23591 members 
Mstep: Class 2 contains 33826 members 
Entering Unmasked Estep 
Score: -6247638.500000 Penalty: 5435.215332
	Iteration 3F: 3 clusters Score -6247638 nChanged 3481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21448 members 
Mstep: Class 2 contains 35969 members 
Entering Unmasked Estep 
Score: -6249663.500000 Penalty: 5435.215332
	Iteration 4F: 3 clusters Score -6249664 nChanged 3642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18972 members 
Mstep: Class 2 contains 38445 members 
Entering Unmasked Estep 
Score: -6252060.500000 Penalty: 5435.215332
	Iteration 5F: 3 clusters Score -6252060 nChanged 3699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16251 members 
Mstep: Class 2 contains 41166 members 
Entering Unmasked Estep 
Score: -6254547.000000 Penalty: 5435.215332
	Iteration 6F: 3 clusters Score -6254547 nChanged 3501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13420 members 
Mstep: Class 2 contains 43997 members 
Entering Unmasked Estep 
Score: -6256929.000000 Penalty: 5435.215332
	Iteration 7F: 3 clusters Score -6256929 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 46727 members 
Entering Unmasked Estep 
Score: -6259095.000000 Penalty: 5435.215332
	Iteration 8F: 3 clusters Score -6259095 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 49271 members 
Entering Unmasked Estep 
Score: -6261057.500000 Penalty: 5435.215332
	Iteration 9Q: 3 clusters Score -6261058 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 51391 members 
Entering Unmasked Estep 
Score: -6262591.000000 Penalty: 5435.215332
	Iteration 10Q: 3 clusters Score -6262591 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 53038 members 
Entering Unmasked Estep 
Score: -6263837.500000 Penalty: 5435.215332
	Iteration 11Q: 3 clusters Score -6263838 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 54119 members 
Entering Unmasked Estep 
Score: -6264644.500000 Penalty: 5435.215332
	Iteration 12Q: 3 clusters Score -6264644 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 54843 members 
Entering Unmasked Estep 
Score: -6265307.000000 Penalty: 5435.215332
	Iteration 13Q: 3 clusters Score -6265307 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 55304 members 
Entering Unmasked Estep 
Score: -6265877.000000 Penalty: 5435.215332
	Iteration 14Q: 3 clusters Score -6265877 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 55560 members 
Entering Unmasked Estep 
Score: -6266394.000000 Penalty: 5435.215332
	Iteration 15Q: 3 clusters Score -6266394 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 55684 members 
Entering Unmasked Estep 
Score: -6266772.000000 Penalty: 5435.215332
	Iteration 16Q: 3 clusters Score -6266772 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 55727 members 
Entering Unmasked Estep 
Score: -6267033.000000 Penalty: 5435.215332
	Iteration 17Q: 3 clusters Score -6267033 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 55777 members 
Entering Unmasked Estep 
Score: -6267210.000000 Penalty: 5435.215332
	Iteration 18Q: 3 clusters Score -6267210 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 55821 members 
Entering Unmasked Estep 
Score: -6267364.000000 Penalty: 5435.215332
	Iteration 19Q: 3 clusters Score -6267364 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 55849 members 
Entering Unmasked Estep 
Score: -6267484.500000 Penalty: 5435.215332
	Iteration 20F: 3 clusters Score -6267484 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 55876 members 
Entering Unmasked Estep 
Score: -6267560.500000 Penalty: 5435.215332
	Iteration 21Q: 3 clusters Score -6267560 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 55906 members 
Entering Unmasked Estep 
Score: -6267631.000000 Penalty: 5435.215332
	Iteration 22Q: 3 clusters Score -6267631 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 55934 members 
Entering Unmasked Estep 
Score: -6267661.500000 Penalty: 5435.215332
	Iteration 23Q: 3 clusters Score -6267662 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 55957 members 
Entering Unmasked Estep 
Score: -6267680.000000 Penalty: 5435.215332
	Iteration 24Q: 3 clusters Score -6267680 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 55972 members 
Entering Unmasked Estep 
Score: -6267691.000000 Penalty: 5435.215332
	Iteration 25Q: 3 clusters Score -6267691 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 55983 members 
Entering Unmasked Estep 
Score: -6267710.000000 Penalty: 5435.215332
	Iteration 26Q: 3 clusters Score -6267710 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 55989 members 
Entering Unmasked Estep 
Score: -6267726.000000 Penalty: 5435.215332
	Iteration 27Q: 3 clusters Score -6267726 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 55992 members 
Entering Unmasked Estep 
Score: -6267730.500000 Penalty: 5435.215332
	Iteration 28Q: 3 clusters Score -6267730 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 55999 members 
Entering Unmasked Estep 
Score: -6267733.000000 Penalty: 5435.215332
	Iteration 29Q: 3 clusters Score -6267733 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 56002 members 
Entering Unmasked Estep 
Score: -6267741.000000 Penalty: 5435.215332
	Iteration 30Q: 3 clusters Score -6267741 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 56005 members 
Entering Unmasked Estep 
Score: -6267727.500000 Penalty: 5435.215332
	Iteration 31Q: 3 clusters Score -6267728 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 56008 members 
Entering Unmasked Estep 
Score: -6267730.000000 Penalty: 5435.215332
	Iteration 32Q: 3 clusters Score -6267730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 56010 members 
Entering Unmasked Estep 
Score: -6267733.000000 Penalty: 5435.215332
	Iteration 33Q: 3 clusters Score -6267733 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 56016 members 
Entering Unmasked Estep 
Score: -6267740.000000 Penalty: 5435.215332
	Iteration 34Q: 3 clusters Score -6267740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 56018 members 
Entering Unmasked Estep 
Score: -6267742.000000 Penalty: 5435.215332
	Iteration 35Q: 3 clusters Score -6267742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 56018 members 
Entering Unmasked Estep 
Score: -6267736.000000 Penalty: 5435.215332
	Iteration 36Q: 3 clusters Score -6267736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 56021 members 
Entering Unmasked Estep 
Score: -6267742.500000 Penalty: 5435.215332
	Iteration 37Q: 3 clusters Score -6267742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 56024 members 
Entering Unmasked Estep 
Score: -6267741.500000 Penalty: 5435.215332
	Iteration 38Q: 3 clusters Score -6267742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 56025 members 
Entering Unmasked Estep 
Score: -6267749.500000 Penalty: 5435.215332
	Iteration 39Q: 3 clusters Score -6267750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 56026 members 
Entering Unmasked Estep 
Score: -6267751.000000 Penalty: 5435.215332
	Iteration 40F: 3 clusters Score -6267751 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 31460 members 
Mstep: Class 2 contains 53936 members 
Mstep: Class 3 contains 13951 members 
Mstep: Class 4 contains 1391 members 
Mstep: Class 5 contains 220924 members 
Mstep: Class 6 contains 6004 members 
Mstep: Class 7 contains 224285 members 
Mstep: Class 8 contains 253800 members 
Mstep: Class 9 contains 90707 members 
Mstep: Class 10 contains 56026 members 
Mstep: Class 11 contains 206045 members 
Mstep: Class 12 contains 44944 members 
Mstep: Class 14 contains 17940 members 
Mstep: Class 15 contains 115207 members 
Mstep: Class 17 contains 1346 members 
Mstep: Class 18 contains 8539 members 
Mstep: Class 19 contains 2031 members 
Mstep: Class 20 contains 11702 members 
Entering Unmasked Estep 
Score: -155492176.000000 Penalty: 63045.863281
Splitting cluster 4 changes total score from -155485616.000000 to -155492176.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 5 (220924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220924 members 
Entering Unmasked Estep 
Score: -26172228.000000 Penalty: 3051.782471
	Iteration 0F: 2 clusters Score -2.617223e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110396 members 
Mstep: Class 2 contains 110528 members 
Entering Unmasked Estep 
Score: -26030200.000000 Penalty: 6103.564941
	Iteration 0F: 3 clusters Score -2.60302e+07 nChanged 106402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108522 members 
Mstep: Class 2 contains 112402 members 
Entering Unmasked Estep 
Score: -26093290.000000 Penalty: 6103.564941
	Iteration 1F: 3 clusters Score -2.609329e+07 nChanged 7044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107372 members 
Mstep: Class 2 contains 113552 members 
Entering Unmasked Estep 
Score: -26095198.000000 Penalty: 6103.564941
	Iteration 2Q: 3 clusters Score -2.60952e+07 nChanged 8036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105566 members 
Mstep: Class 2 contains 115358 members 
Entering Unmasked Estep 
Score: -26097870.000000 Penalty: 6103.564941
	Iteration 3Q: 3 clusters Score -2.609787e+07 nChanged 9492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102904 members 
Mstep: Class 2 contains 118020 members 
Entering Unmasked Estep 
Score: -26101686.000000 Penalty: 6103.564941
	Iteration 4Q: 3 clusters Score -2.610169e+07 nChanged 11329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98939 members 
Mstep: Class 2 contains 121985 members 
Entering Unmasked Estep 
Score: -26107160.000000 Penalty: 6103.564941
	Iteration 5F: 3 clusters Score -2.610716e+07 nChanged 12706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93579 members 
Mstep: Class 2 contains 127345 members 
Entering Unmasked Estep 
Score: -26113566.000000 Penalty: 6103.564941
	Iteration 6F: 3 clusters Score -2.611357e+07 nChanged 13042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86871 members 
Mstep: Class 2 contains 134053 members 
Entering Unmasked Estep 
Score: -26120932.000000 Penalty: 6103.564941
	Iteration 7F: 3 clusters Score -2.612093e+07 nChanged 12592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79281 members 
Mstep: Class 2 contains 141643 members 
Entering Unmasked Estep 
Score: -26128618.000000 Penalty: 6103.564941
	Iteration 8F: 3 clusters Score -2.612862e+07 nChanged 11492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71203 members 
Mstep: Class 2 contains 149721 members 
Entering Unmasked Estep 
Score: -26135608.000000 Penalty: 6103.564941
	Iteration 9F: 3 clusters Score -2.613561e+07 nChanged 9951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63214 members 
Mstep: Class 2 contains 157710 members 
Entering Unmasked Estep 
Score: -26141898.000000 Penalty: 6103.564941
	Iteration 10Q: 3 clusters Score -2.61419e+07 nChanged 8810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55456 members 
Mstep: Class 2 contains 165468 members 
Entering Unmasked Estep 
Score: -26147158.000000 Penalty: 6103.564941
	Iteration 11Q: 3 clusters Score -2.614716e+07 nChanged 7549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48307 members 
Mstep: Class 2 contains 172617 members 
Entering Unmasked Estep 
Score: -26151720.000000 Penalty: 6103.564941
	Iteration 12Q: 3 clusters Score -2.615172e+07 nChanged 6534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41871 members 
Mstep: Class 2 contains 179053 members 
Entering Unmasked Estep 
Score: -26154898.000000 Penalty: 6103.564941
	Iteration 13Q: 3 clusters Score -2.61549e+07 nChanged 5871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36040 members 
Mstep: Class 2 contains 184884 members 
Entering Unmasked Estep 
Score: -26157864.000000 Penalty: 6103.564941
	Iteration 14Q: 3 clusters Score -2.615786e+07 nChanged 5066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31012 members 
Mstep: Class 2 contains 189912 members 
Entering Unmasked Estep 
Score: -26160118.000000 Penalty: 6103.564941
	Iteration 15Q: 3 clusters Score -2.616012e+07 nChanged 4437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26613 members 
Mstep: Class 2 contains 194311 members 
Entering Unmasked Estep 
Score: -26162262.000000 Penalty: 6103.564941
	Iteration 16Q: 3 clusters Score -2.616226e+07 nChanged 3828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22807 members 
Mstep: Class 2 contains 198117 members 
Entering Unmasked Estep 
Score: -26164058.000000 Penalty: 6103.564941
	Iteration 17Q: 3 clusters Score -2.616406e+07 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19663 members 
Mstep: Class 2 contains 201261 members 
Entering Unmasked Estep 
Score: -26165520.000000 Penalty: 6103.564941
	Iteration 18Q: 3 clusters Score -2.616552e+07 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16981 members 
Mstep: Class 2 contains 203943 members 
Entering Unmasked Estep 
Score: -26166800.000000 Penalty: 6103.564941
	Iteration 19Q: 3 clusters Score -2.61668e+07 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14854 members 
Mstep: Class 2 contains 206070 members 
Entering Unmasked Estep 
Score: -26167778.000000 Penalty: 6103.564941
	Iteration 20F: 3 clusters Score -2.616778e+07 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13140 members 
Mstep: Class 2 contains 207784 members 
Entering Unmasked Estep 
Score: -26168534.000000 Penalty: 6103.564941
	Iteration 21Q: 3 clusters Score -2.616853e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 209234 members 
Entering Unmasked Estep 
Score: -26169092.000000 Penalty: 6103.564941
	Iteration 22Q: 3 clusters Score -2.616909e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 210437 members 
Entering Unmasked Estep 
Score: -26169560.000000 Penalty: 6103.564941
	Iteration 23Q: 3 clusters Score -2.616956e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 211433 members 
Entering Unmasked Estep 
Score: -26169864.000000 Penalty: 6103.564941
	Iteration 24Q: 3 clusters Score -2.616986e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 212240 members 
Entering Unmasked Estep 
Score: -26169966.000000 Penalty: 6103.564941
	Iteration 25Q: 3 clusters Score -2.616997e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 212946 members 
Entering Unmasked Estep 
Score: -26170176.000000 Penalty: 6103.564941
	Iteration 26Q: 3 clusters Score -2.617018e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 213578 members 
Entering Unmasked Estep 
Score: -26170300.000000 Penalty: 6103.564941
	Iteration 27Q: 3 clusters Score -2.61703e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 214119 members 
Entering Unmasked Estep 
Score: -26170456.000000 Penalty: 6103.564941
	Iteration 28Q: 3 clusters Score -2.617046e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 214622 members 
Entering Unmasked Estep 
Score: -26170584.000000 Penalty: 6103.564941
	Iteration 29Q: 3 clusters Score -2.617058e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 215052 members 
Entering Unmasked Estep 
Score: -26170562.000000 Penalty: 6103.564941
	Iteration 30Q: 3 clusters Score -2.617056e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 215423 members 
Entering Unmasked Estep 
Score: -26170630.000000 Penalty: 6103.564941
	Iteration 31Q: 3 clusters Score -2.617063e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 215709 members 
Entering Unmasked Estep 
Score: -26170700.000000 Penalty: 6103.564941
	Iteration 32Q: 3 clusters Score -2.61707e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 215953 members 
Entering Unmasked Estep 
Score: -26170766.000000 Penalty: 6103.564941
	Iteration 33Q: 3 clusters Score -2.617077e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 216135 members 
Entering Unmasked Estep 
Score: -26170768.000000 Penalty: 6103.564941
	Iteration 34Q: 3 clusters Score -2.617077e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 216279 members 
Entering Unmasked Estep 
Score: -26170834.000000 Penalty: 6103.564941
	Iteration 35Q: 3 clusters Score -2.617083e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 216388 members 
Entering Unmasked Estep 
Score: -26170828.000000 Penalty: 6103.564941
	Iteration 36Q: 3 clusters Score -2.617083e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 216483 members 
Entering Unmasked Estep 
Score: -26170824.000000 Penalty: 6103.564941
	Iteration 37Q: 3 clusters Score -2.617082e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 216566 members 
Entering Unmasked Estep 
Score: -26170812.000000 Penalty: 6103.564941
	Iteration 38Q: 3 clusters Score -2.617081e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 216644 members 
Entering Unmasked Estep 
Score: -26170856.000000 Penalty: 6103.564941
	Iteration 39Q: 3 clusters Score -2.617086e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 216707 members 
Entering Unmasked Estep 
Score: -26170814.000000 Penalty: 6103.564941
	Iteration 40F: 3 clusters Score -2.617081e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 216776 members 
Entering Unmasked Estep 
Score: -26170814.000000 Penalty: 6103.564941
	Iteration 41Q: 3 clusters Score -2.617081e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 216834 members 
Entering Unmasked Estep 
Score: -26170788.000000 Penalty: 6103.564941
	Iteration 42Q: 3 clusters Score -2.617079e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 216880 members 
Entering Unmasked Estep 
Score: -26170802.000000 Penalty: 6103.564941
	Iteration 43Q: 3 clusters Score -2.61708e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 216921 members 
Entering Unmasked Estep 
Score: -26170812.000000 Penalty: 6103.564941
	Iteration 44Q: 3 clusters Score -2.617081e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 216967 members 
Entering Unmasked Estep 
Score: -26170818.000000 Penalty: 6103.564941
	Iteration 45Q: 3 clusters Score -2.617082e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 217017 members 
Entering Unmasked Estep 
Score: -26170834.000000 Penalty: 6103.564941
	Iteration 46Q: 3 clusters Score -2.617083e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 217062 members 
Entering Unmasked Estep 
Score: -26170852.000000 Penalty: 6103.564941
	Iteration 47Q: 3 clusters Score -2.617085e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 217095 members 
Entering Unmasked Estep 
Score: -26170862.000000 Penalty: 6103.564941
	Iteration 48Q: 3 clusters Score -2.617086e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 217133 members 
Entering Unmasked Estep 
Score: -26170856.000000 Penalty: 6103.564941
	Iteration 49Q: 3 clusters Score -2.617086e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 217173 members 
Entering Unmasked Estep 
Score: -26170876.000000 Penalty: 6103.564941
	Iteration 50Q: 3 clusters Score -2.617088e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 217225 members 
Entering Unmasked Estep 
Score: -26170896.000000 Penalty: 6103.564941
	Iteration 51Q: 3 clusters Score -2.61709e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 217269 members 
Entering Unmasked Estep 
Score: -26170852.000000 Penalty: 6103.564941
	Iteration 52Q: 3 clusters Score -2.617085e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 217317 members 
Entering Unmasked Estep 
Score: -26170878.000000 Penalty: 6103.564941
	Iteration 53Q: 3 clusters Score -2.617088e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 217357 members 
Entering Unmasked Estep 
Score: -26170898.000000 Penalty: 6103.564941
	Iteration 54Q: 3 clusters Score -2.61709e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 217387 members 
Entering Unmasked Estep 
Score: -26170874.000000 Penalty: 6103.564941
	Iteration 55Q: 3 clusters Score -2.617087e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 217414 members 
Entering Unmasked Estep 
Score: -26170872.000000 Penalty: 6103.564941
	Iteration 56Q: 3 clusters Score -2.617087e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 217439 members 
Entering Unmasked Estep 
Score: -26170874.000000 Penalty: 6103.564941
	Iteration 57Q: 3 clusters Score -2.617087e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 217458 members 
Entering Unmasked Estep 
Score: -26170830.000000 Penalty: 6103.564941
	Iteration 58Q: 3 clusters Score -2.617083e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 217476 members 
Entering Unmasked Estep 
Score: -26170842.000000 Penalty: 6103.564941
	Iteration 59Q: 3 clusters Score -2.617084e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 217496 members 
Entering Unmasked Estep 
Score: -26170844.000000 Penalty: 6103.564941
	Iteration 60F: 3 clusters Score -2.617084e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 217521 members 
Entering Unmasked Estep 
Score: -26170874.000000 Penalty: 6103.564941
	Iteration 61Q: 3 clusters Score -2.617087e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 217543 members 
Entering Unmasked Estep 
Score: -26170874.000000 Penalty: 6103.564941
	Iteration 62Q: 3 clusters Score -2.617087e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 217568 members 
Entering Unmasked Estep 
Score: -26170862.000000 Penalty: 6103.564941
	Iteration 63Q: 3 clusters Score -2.617086e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 217588 members 
Entering Unmasked Estep 
Score: -26170874.000000 Penalty: 6103.564941
	Iteration 64Q: 3 clusters Score -2.617087e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 217612 members 
Entering Unmasked Estep 
Score: -26170854.000000 Penalty: 6103.564941
	Iteration 65Q: 3 clusters Score -2.617085e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 217631 members 
Entering Unmasked Estep 
Score: -26170868.000000 Penalty: 6103.564941
	Iteration 66Q: 3 clusters Score -2.617087e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 217648 members 
Entering Unmasked Estep 
Score: -26170856.000000 Penalty: 6103.564941
	Iteration 67Q: 3 clusters Score -2.617086e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 217663 members 
Entering Unmasked Estep 
Score: -26170872.000000 Penalty: 6103.564941
	Iteration 68Q: 3 clusters Score -2.617087e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 217679 members 
Entering Unmasked Estep 
Score: -26170854.000000 Penalty: 6103.564941
	Iteration 69Q: 3 clusters Score -2.617085e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 217690 members 
Entering Unmasked Estep 
Score: -26170856.000000 Penalty: 6103.564941
	Iteration 70Q: 3 clusters Score -2.617086e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 217699 members 
Entering Unmasked Estep 
Score: -26170864.000000 Penalty: 6103.564941
	Iteration 71Q: 3 clusters Score -2.617086e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 217706 members 
Entering Unmasked Estep 
Score: -26170882.000000 Penalty: 6103.564941
	Iteration 72Q: 3 clusters Score -2.617088e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 217716 members 
Entering Unmasked Estep 
Score: -26170858.000000 Penalty: 6103.564941
	Iteration 73Q: 3 clusters Score -2.617086e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 217728 members 
Entering Unmasked Estep 
Score: -26170890.000000 Penalty: 6103.564941
	Iteration 74Q: 3 clusters Score -2.617089e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 217737 members 
Entering Unmasked Estep 
Score: -26170900.000000 Penalty: 6103.564941
	Iteration 75Q: 3 clusters Score -2.61709e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 217748 members 
Entering Unmasked Estep 
Score: -26170890.000000 Penalty: 6103.564941
	Iteration 76Q: 3 clusters Score -2.617089e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 217764 members 
Entering Unmasked Estep 
Score: -26170888.000000 Penalty: 6103.564941
	Iteration 77Q: 3 clusters Score -2.617089e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 217782 members 
Entering Unmasked Estep 
Score: -26170886.000000 Penalty: 6103.564941
	Iteration 78Q: 3 clusters Score -2.617089e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 217799 members 
Entering Unmasked Estep 
Score: -26170870.000000 Penalty: 6103.564941
	Iteration 79Q: 3 clusters Score -2.617087e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 217819 members 
Entering Unmasked Estep 
Score: -26170894.000000 Penalty: 6103.564941
	Iteration 80F: 3 clusters Score -2.617089e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 217826 members 
Entering Unmasked Estep 
Score: -26170900.000000 Penalty: 6103.564941
	Iteration 81Q: 3 clusters Score -2.61709e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 217838 members 
Entering Unmasked Estep 
Score: -26170916.000000 Penalty: 6103.564941
	Iteration 82Q: 3 clusters Score -2.617092e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 217850 members 
Entering Unmasked Estep 
Score: -26170906.000000 Penalty: 6103.564941
	Iteration 83Q: 3 clusters Score -2.617091e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 217857 members 
Entering Unmasked Estep 
Score: -26170926.000000 Penalty: 6103.564941
	Iteration 84Q: 3 clusters Score -2.617093e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 217863 members 
Entering Unmasked Estep 
Score: -26170908.000000 Penalty: 6103.564941
	Iteration 85Q: 3 clusters Score -2.617091e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 217866 members 
Entering Unmasked Estep 
Score: -26170910.000000 Penalty: 6103.564941
	Iteration 86Q: 3 clusters Score -2.617091e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 217870 members 
Entering Unmasked Estep 
Score: -26170912.000000 Penalty: 6103.564941
	Iteration 87Q: 3 clusters Score -2.617091e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 217873 members 
Entering Unmasked Estep 
Score: -26170908.000000 Penalty: 6103.564941
	Iteration 88Q: 3 clusters Score -2.617091e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 217878 members 
Entering Unmasked Estep 
Score: -26170892.000000 Penalty: 6103.564941
	Iteration 89Q: 3 clusters Score -2.617089e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 217882 members 
Entering Unmasked Estep 
Score: -26170900.000000 Penalty: 6103.564941
	Iteration 90Q: 3 clusters Score -2.61709e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 217887 members 
Entering Unmasked Estep 
Score: -26170898.000000 Penalty: 6103.564941
	Iteration 91Q: 3 clusters Score -2.61709e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 217891 members 
Entering Unmasked Estep 
Score: -26170908.000000 Penalty: 6103.564941
	Iteration 92Q: 3 clusters Score -2.617091e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 217891 members 
Entering Unmasked Estep 
Score: -26170916.000000 Penalty: 6103.564941
	Iteration 93Q: 3 clusters Score -2.617092e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 217891 members 
Entering Unmasked Estep 
Score: -26170916.000000 Penalty: 6103.564941
	Iteration 94F: 3 clusters Score -2.617092e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Entering Unmasked Estep 
Score: -584778.625000 Penalty: 2157.644775
	Iteration 0F: 2 clusters Score -584778.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -579822.562500 Penalty: 4315.289551
	Iteration 0F: 3 clusters Score -579822.6 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -582996.500000 Penalty: 4315.289551
	Iteration 1F: 3 clusters Score -582996.5 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -585592.625000 Penalty: 4315.289551
	Iteration 2F: 3 clusters Score -585592.6 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -587166.750000 Penalty: 4315.289551
	Iteration 3F: 3 clusters Score -587166.8 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -588165.250000 Penalty: 4315.289551
	Iteration 4F: 3 clusters Score -588165.2 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -589179.937500 Penalty: 4315.289551
	Iteration 5F: 3 clusters Score -589179.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -589847.937500 Penalty: 4315.289551
	Iteration 6Q: 3 clusters Score -589847.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -590139.937500 Penalty: 4315.289551
	Iteration 7Q: 3 clusters Score -590139.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -590423.250000 Penalty: 4315.289551
	Iteration 8Q: 3 clusters Score -590423.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -590699.000000 Penalty: 4315.289551
	Iteration 9Q: 3 clusters Score -590699 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -591125.187500 Penalty: 4315.289551
	Iteration 10Q: 3 clusters Score -591125.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -591730.125000 Penalty: 4315.289551
	Iteration 11Q: 3 clusters Score -591730.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -591981.562500 Penalty: 4315.289551
	Iteration 12Q: 3 clusters Score -591981.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -592034.187500 Penalty: 4315.289551
	Iteration 13Q: 3 clusters Score -592034.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -592048.250000 Penalty: 4315.289551
	Iteration 14Q: 3 clusters Score -592048.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -592054.312500 Penalty: 4315.289551
	Iteration 15Q: 3 clusters Score -592054.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -592077.375000 Penalty: 4315.289551
	Iteration 16Q: 3 clusters Score -592077.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -592084.250000 Penalty: 4315.289551
	Iteration 17Q: 3 clusters Score -592084.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -592084.312500 Penalty: 4315.289551
	Iteration 18Q: 3 clusters Score -592084.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -592086.625000 Penalty: 4315.289551
	Iteration 19Q: 3 clusters Score -592086.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -592089.812500 Penalty: 4315.289551
	Iteration 20F: 3 clusters Score -592089.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -592089.875000 Penalty: 4315.289551
	Iteration 21Q: 3 clusters Score -592089.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -592091.500000 Penalty: 4315.289551
	Iteration 22Q: 3 clusters Score -592091.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -592091.500000 Penalty: 4315.289551
	Iteration 23F: 3 clusters Score -592091.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 31460 members 
Mstep: Class 2 contains 53936 members 
Mstep: Class 3 contains 13951 members 
Mstep: Class 4 contains 1391 members 
Mstep: Class 5 contains 220924 members 
Mstep: Class 6 contains 3023 members 
Mstep: Class 7 contains 224285 members 
Mstep: Class 8 contains 253800 members 
Mstep: Class 9 contains 90707 members 
Mstep: Class 10 contains 56026 members 
Mstep: Class 11 contains 206045 members 
Mstep: Class 12 contains 44944 members 
Mstep: Class 13 contains 2981 members 
Mstep: Class 14 contains 17940 members 
Mstep: Class 15 contains 115207 members 
Mstep: Class 17 contains 1346 members 
Mstep: Class 18 contains 8539 members 
Mstep: Class 19 contains 2031 members 
Mstep: Class 20 contains 11702 members 
Entering Unmasked Estep 
Score: -155498208.000000 Penalty: 66548.414062
Splitting cluster 6 changes total score from -155485616.000000 to -155498208.000000
So it's getting split into cluster 13.
Entering ConstructFrom: 
Trying to split cluster 7 (224285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224285 members 
Entering Unmasked Estep 
Score: -27037356.000000 Penalty: 3055.526855
	Iteration 0F: 2 clusters Score -2.703736e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111938 members 
Mstep: Class 2 contains 112347 members 
Entering Unmasked Estep 
Score: -26901236.000000 Penalty: 6111.053711
	Iteration 0F: 3 clusters Score -2.690124e+07 nChanged 108645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109065 members 
Mstep: Class 2 contains 115220 members 
Entering Unmasked Estep 
Score: -26965992.000000 Penalty: 6111.053711
	Iteration 1F: 3 clusters Score -2.696599e+07 nChanged 7066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107133 members 
Mstep: Class 2 contains 117152 members 
Entering Unmasked Estep 
Score: -26968114.000000 Penalty: 6111.053711
	Iteration 2Q: 3 clusters Score -2.696811e+07 nChanged 8432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104133 members 
Mstep: Class 2 contains 120152 members 
Entering Unmasked Estep 
Score: -26971128.000000 Penalty: 6111.053711
	Iteration 3Q: 3 clusters Score -2.697113e+07 nChanged 9786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99611 members 
Mstep: Class 2 contains 124674 members 
Entering Unmasked Estep 
Score: -26975200.000000 Penalty: 6111.053711
	Iteration 4Q: 3 clusters Score -2.69752e+07 nChanged 11632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93067 members 
Mstep: Class 2 contains 131218 members 
Entering Unmasked Estep 
Score: -26981096.000000 Penalty: 6111.053711
	Iteration 5F: 3 clusters Score -2.69811e+07 nChanged 13737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83706 members 
Mstep: Class 2 contains 140579 members 
Entering Unmasked Estep 
Score: -26989022.000000 Penalty: 6111.053711
	Iteration 6F: 3 clusters Score -2.698902e+07 nChanged 15691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71545 members 
Mstep: Class 2 contains 152740 members 
Entering Unmasked Estep 
Score: -26999190.000000 Penalty: 6111.053711
	Iteration 7F: 3 clusters Score -2.699919e+07 nChanged 16232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57737 members 
Mstep: Class 2 contains 166548 members 
Entering Unmasked Estep 
Score: -27008982.000000 Penalty: 6111.053711
	Iteration 8F: 3 clusters Score -2.700898e+07 nChanged 14644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44461 members 
Mstep: Class 2 contains 179824 members 
Entering Unmasked Estep 
Score: -27015926.000000 Penalty: 6111.053711
	Iteration 9F: 3 clusters Score -2.701593e+07 nChanged 11615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33554 members 
Mstep: Class 2 contains 190731 members 
Entering Unmasked Estep 
Score: -27021390.000000 Penalty: 6111.053711
	Iteration 10F: 3 clusters Score -2.702139e+07 nChanged 8729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25069 members 
Mstep: Class 2 contains 199216 members 
Entering Unmasked Estep 
Score: -27025604.000000 Penalty: 6111.053711
	Iteration 11Q: 3 clusters Score -2.70256e+07 nChanged 6340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18825 members 
Mstep: Class 2 contains 205460 members 
Entering Unmasked Estep 
Score: -27028662.000000 Penalty: 6111.053711
	Iteration 12Q: 3 clusters Score -2.702866e+07 nChanged 4521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14356 members 
Mstep: Class 2 contains 209929 members 
Entering Unmasked Estep 
Score: -27031066.000000 Penalty: 6111.053711
	Iteration 13Q: 3 clusters Score -2.703107e+07 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 213066 members 
Entering Unmasked Estep 
Score: -27032766.000000 Penalty: 6111.053711
	Iteration 14Q: 3 clusters Score -2.703277e+07 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 215317 members 
Entering Unmasked Estep 
Score: -27033964.000000 Penalty: 6111.053711
	Iteration 15Q: 3 clusters Score -2.703396e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 216869 members 
Entering Unmasked Estep 
Score: -27034696.000000 Penalty: 6111.053711
	Iteration 16Q: 3 clusters Score -2.70347e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 217948 members 
Entering Unmasked Estep 
Score: -27035036.000000 Penalty: 6111.053711
	Iteration 17Q: 3 clusters Score -2.703504e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 218756 members 
Entering Unmasked Estep 
Score: -27035400.000000 Penalty: 6111.053711
	Iteration 18Q: 3 clusters Score -2.70354e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 219317 members 
Entering Unmasked Estep 
Score: -27035624.000000 Penalty: 6111.053711
	Iteration 19Q: 3 clusters Score -2.703562e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 219722 members 
Entering Unmasked Estep 
Score: -27035740.000000 Penalty: 6111.053711
	Iteration 20F: 3 clusters Score -2.703574e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 220044 members 
Entering Unmasked Estep 
Score: -27035872.000000 Penalty: 6111.053711
	Iteration 21Q: 3 clusters Score -2.703587e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 220314 members 
Entering Unmasked Estep 
Score: -27035928.000000 Penalty: 6111.053711
	Iteration 22Q: 3 clusters Score -2.703593e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 220522 members 
Entering Unmasked Estep 
Score: -27035930.000000 Penalty: 6111.053711
	Iteration 23Q: 3 clusters Score -2.703593e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 220659 members 
Entering Unmasked Estep 
Score: -27035928.000000 Penalty: 6111.053711
	Iteration 24Q: 3 clusters Score -2.703593e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 220772 members 
Entering Unmasked Estep 
Score: -27035986.000000 Penalty: 6111.053711
	Iteration 25Q: 3 clusters Score -2.703599e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 220868 members 
Entering Unmasked Estep 
Score: -27036004.000000 Penalty: 6111.053711
	Iteration 26Q: 3 clusters Score -2.7036e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 220930 members 
Entering Unmasked Estep 
Score: -27035962.000000 Penalty: 6111.053711
	Iteration 27Q: 3 clusters Score -2.703596e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 220973 members 
Entering Unmasked Estep 
Score: -27035962.000000 Penalty: 6111.053711
	Iteration 28Q: 3 clusters Score -2.703596e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 221000 members 
Entering Unmasked Estep 
Score: -27035950.000000 Penalty: 6111.053711
	Iteration 29Q: 3 clusters Score -2.703595e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 221032 members 
Entering Unmasked Estep 
Score: -27035952.000000 Penalty: 6111.053711
	Iteration 30Q: 3 clusters Score -2.703595e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 221064 members 
Entering Unmasked Estep 
Score: -27035950.000000 Penalty: 6111.053711
	Iteration 31Q: 3 clusters Score -2.703595e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 221097 members 
Entering Unmasked Estep 
Score: -27035980.000000 Penalty: 6111.053711
	Iteration 32Q: 3 clusters Score -2.703598e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 221137 members 
Entering Unmasked Estep 
Score: -27036028.000000 Penalty: 6111.053711
	Iteration 33Q: 3 clusters Score -2.703603e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 221171 members 
Entering Unmasked Estep 
Score: -27036064.000000 Penalty: 6111.053711
	Iteration 34Q: 3 clusters Score -2.703606e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 221210 members 
Entering Unmasked Estep 
Score: -27036110.000000 Penalty: 6111.053711
	Iteration 35Q: 3 clusters Score -2.703611e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 221246 members 
Entering Unmasked Estep 
Score: -27036110.000000 Penalty: 6111.053711
	Iteration 36Q: 3 clusters Score -2.703611e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 221274 members 
Entering Unmasked Estep 
Score: -27036114.000000 Penalty: 6111.053711
	Iteration 37Q: 3 clusters Score -2.703611e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 221300 members 
Entering Unmasked Estep 
Score: -27036100.000000 Penalty: 6111.053711
	Iteration 38Q: 3 clusters Score -2.70361e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 221324 members 
Entering Unmasked Estep 
Score: -27036130.000000 Penalty: 6111.053711
	Iteration 39Q: 3 clusters Score -2.703613e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 221346 members 
Entering Unmasked Estep 
Score: -27036146.000000 Penalty: 6111.053711
	Iteration 40F: 3 clusters Score -2.703615e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 221374 members 
Entering Unmasked Estep 
Score: -27036174.000000 Penalty: 6111.053711
	Iteration 41Q: 3 clusters Score -2.703617e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 221394 members 
Entering Unmasked Estep 
Score: -27036200.000000 Penalty: 6111.053711
	Iteration 42Q: 3 clusters Score -2.70362e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 221419 members 
Entering Unmasked Estep 
Score: -27036168.000000 Penalty: 6111.053711
	Iteration 43Q: 3 clusters Score -2.703617e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 221441 members 
Entering Unmasked Estep 
Score: -27036190.000000 Penalty: 6111.053711
	Iteration 44Q: 3 clusters Score -2.703619e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 221457 members 
Entering Unmasked Estep 
Score: -27036200.000000 Penalty: 6111.053711
	Iteration 45Q: 3 clusters Score -2.70362e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 221469 members 
Entering Unmasked Estep 
Score: -27036164.000000 Penalty: 6111.053711
	Iteration 46Q: 3 clusters Score -2.703616e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 221474 members 
Entering Unmasked Estep 
Score: -27036194.000000 Penalty: 6111.053711
	Iteration 47Q: 3 clusters Score -2.703619e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 221485 members 
Entering Unmasked Estep 
Score: -27036210.000000 Penalty: 6111.053711
	Iteration 48Q: 3 clusters Score -2.703621e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 221490 members 
Entering Unmasked Estep 
Score: -27036182.000000 Penalty: 6111.053711
	Iteration 49Q: 3 clusters Score -2.703618e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 221495 members 
Entering Unmasked Estep 
Score: -27036174.000000 Penalty: 6111.053711
	Iteration 50Q: 3 clusters Score -2.703617e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 221503 members 
Entering Unmasked Estep 
Score: -27036196.000000 Penalty: 6111.053711
	Iteration 51Q: 3 clusters Score -2.70362e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 221508 members 
Entering Unmasked Estep 
Score: -27036192.000000 Penalty: 6111.053711
	Iteration 52Q: 3 clusters Score -2.703619e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 221513 members 
Entering Unmasked Estep 
Score: -27036190.000000 Penalty: 6111.053711
	Iteration 53Q: 3 clusters Score -2.703619e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 221517 members 
Entering Unmasked Estep 
Score: -27036178.000000 Penalty: 6111.053711
	Iteration 54Q: 3 clusters Score -2.703618e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 221525 members 
Entering Unmasked Estep 
Score: -27036168.000000 Penalty: 6111.053711
	Iteration 55Q: 3 clusters Score -2.703617e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 221534 members 
Entering Unmasked Estep 
Score: -27036182.000000 Penalty: 6111.053711
	Iteration 56Q: 3 clusters Score -2.703618e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 221543 members 
Entering Unmasked Estep 
Score: -27036192.000000 Penalty: 6111.053711
	Iteration 57Q: 3 clusters Score -2.703619e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 221557 members 
Entering Unmasked Estep 
Score: -27036184.000000 Penalty: 6111.053711
	Iteration 58Q: 3 clusters Score -2.703618e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 221573 members 
Entering Unmasked Estep 
Score: -27036196.000000 Penalty: 6111.053711
	Iteration 59Q: 3 clusters Score -2.70362e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 221596 members 
Entering Unmasked Estep 
Score: -27036188.000000 Penalty: 6111.053711
	Iteration 60F: 3 clusters Score -2.703619e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 221616 members 
Entering Unmasked Estep 
Score: -27036186.000000 Penalty: 6111.053711
	Iteration 61Q: 3 clusters Score -2.703619e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 221643 members 
Entering Unmasked Estep 
Score: -27036208.000000 Penalty: 6111.053711
	Iteration 62Q: 3 clusters Score -2.703621e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 221668 members 
Entering Unmasked Estep 
Score: -27036222.000000 Penalty: 6111.053711
	Iteration 63Q: 3 clusters Score -2.703622e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 221691 members 
Entering Unmasked Estep 
Score: -27036222.000000 Penalty: 6111.053711
	Iteration 64Q: 3 clusters Score -2.703622e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 221725 members 
Entering Unmasked Estep 
Score: -27036254.000000 Penalty: 6111.053711
	Iteration 65Q: 3 clusters Score -2.703625e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 221749 members 
Entering Unmasked Estep 
Score: -27036276.000000 Penalty: 6111.053711
	Iteration 66Q: 3 clusters Score -2.703628e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 221780 members 
Entering Unmasked Estep 
Score: -27036296.000000 Penalty: 6111.053711
	Iteration 67Q: 3 clusters Score -2.70363e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 221799 members 
Entering Unmasked Estep 
Score: -27036300.000000 Penalty: 6111.053711
	Iteration 68Q: 3 clusters Score -2.70363e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 221821 members 
Entering Unmasked Estep 
Score: -27036320.000000 Penalty: 6111.053711
	Iteration 69Q: 3 clusters Score -2.703632e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 221836 members 
Entering Unmasked Estep 
Score: -27036340.000000 Penalty: 6111.053711
	Iteration 70Q: 3 clusters Score -2.703634e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 221843 members 
Entering Unmasked Estep 
Score: -27036374.000000 Penalty: 6111.053711
	Iteration 71Q: 3 clusters Score -2.703637e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 221850 members 
Entering Unmasked Estep 
Score: -27036356.000000 Penalty: 6111.053711
	Iteration 72Q: 3 clusters Score -2.703636e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 221862 members 
Entering Unmasked Estep 
Score: -27036412.000000 Penalty: 6111.053711
	Iteration 73Q: 3 clusters Score -2.703641e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 221868 members 
Entering Unmasked Estep 
Score: -27036424.000000 Penalty: 6111.053711
	Iteration 74Q: 3 clusters Score -2.703642e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 221879 members 
Entering Unmasked Estep 
Score: -27036426.000000 Penalty: 6111.053711
	Iteration 75Q: 3 clusters Score -2.703643e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 221878 members 
Entering Unmasked Estep 
Score: -27036482.000000 Penalty: 6111.053711
	Iteration 76Q: 3 clusters Score -2.703648e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 221883 members 
Entering Unmasked Estep 
Score: -27036514.000000 Penalty: 6111.053711
	Iteration 77Q: 3 clusters Score -2.703651e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 221893 members 
Entering Unmasked Estep 
Score: -27036516.000000 Penalty: 6111.053711
	Iteration 78Q: 3 clusters Score -2.703652e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 221904 members 
Entering Unmasked Estep 
Score: -27036572.000000 Penalty: 6111.053711
	Iteration 79Q: 3 clusters Score -2.703657e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 221895 members 
Entering Unmasked Estep 
Score: -27036692.000000 Penalty: 6111.053711
	Iteration 80F: 3 clusters Score -2.703669e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 221870 members 
Entering Unmasked Estep 
Score: -27036854.000000 Penalty: 6111.053711
	Iteration 81Q: 3 clusters Score -2.703685e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 221830 members 
Entering Unmasked Estep 
Score: -27036892.000000 Penalty: 6111.053711
	Iteration 82Q: 3 clusters Score -2.703689e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 221798 members 
Entering Unmasked Estep 
Score: -27036982.000000 Penalty: 6111.053711
	Iteration 83Q: 3 clusters Score -2.703698e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 221758 members 
Entering Unmasked Estep 
Score: -27037104.000000 Penalty: 6111.053711
	Iteration 84Q: 3 clusters Score -2.70371e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 221704 members 
Entering Unmasked Estep 
Score: -27037242.000000 Penalty: 6111.053711
	Iteration 85Q: 3 clusters Score -2.703724e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 221626 members 
Entering Unmasked Estep 
Score: -27037368.000000 Penalty: 6111.053711
	Iteration 86Q: 3 clusters Score -2.703737e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 221546 members 
Entering Unmasked Estep 
Score: -27037420.000000 Penalty: 6111.053711
	Iteration 87Q: 3 clusters Score -2.703742e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 221447 members 
Entering Unmasked Estep 
Score: -27037494.000000 Penalty: 6111.053711
	Iteration 88Q: 3 clusters Score -2.703749e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 221345 members 
Entering Unmasked Estep 
Score: -27037574.000000 Penalty: 6111.053711
	Iteration 89Q: 3 clusters Score -2.703757e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 221231 members 
Entering Unmasked Estep 
Score: -27037628.000000 Penalty: 6111.053711
	Iteration 90Q: 3 clusters Score -2.703763e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 221120 members 
Entering Unmasked Estep 
Score: -27037704.000000 Penalty: 6111.053711
	Iteration 91Q: 3 clusters Score -2.70377e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 221014 members 
Entering Unmasked Estep 
Score: -27037740.000000 Penalty: 6111.053711
	Iteration 92Q: 3 clusters Score -2.703774e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 220925 members 
Entering Unmasked Estep 
Score: -27037792.000000 Penalty: 6111.053711
	Iteration 93Q: 3 clusters Score -2.703779e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 220856 members 
Entering Unmasked Estep 
Score: -27037822.000000 Penalty: 6111.053711
	Iteration 94Q: 3 clusters Score -2.703782e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 220787 members 
Entering Unmasked Estep 
Score: -27037898.000000 Penalty: 6111.053711
	Iteration 95Q: 3 clusters Score -2.70379e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 220723 members 
Entering Unmasked Estep 
Score: -27037894.000000 Penalty: 6111.053711
	Iteration 96Q: 3 clusters Score -2.703789e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 220672 members 
Entering Unmasked Estep 
Score: -27037920.000000 Penalty: 6111.053711
	Iteration 97Q: 3 clusters Score -2.703792e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 220611 members 
Entering Unmasked Estep 
Score: -27037924.000000 Penalty: 6111.053711
	Iteration 98Q: 3 clusters Score -2.703792e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 220560 members 
Entering Unmasked Estep 
Score: -27037884.000000 Penalty: 6111.053711
	Iteration 99Q: 3 clusters Score -2.703788e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 220511 members 
Entering Unmasked Estep 
Score: -27037866.000000 Penalty: 6111.053711
	Iteration 100F: 3 clusters Score -2.703787e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 220462 members 
Entering Unmasked Estep 
Score: -27037886.000000 Penalty: 6111.053711
	Iteration 101Q: 3 clusters Score -2.703789e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 220423 members 
Entering Unmasked Estep 
Score: -27037858.000000 Penalty: 6111.053711
	Iteration 102Q: 3 clusters Score -2.703786e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 220387 members 
Entering Unmasked Estep 
Score: -27037844.000000 Penalty: 6111.053711
	Iteration 103Q: 3 clusters Score -2.703784e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 220364 members 
Entering Unmasked Estep 
Score: -27037844.000000 Penalty: 6111.053711
	Iteration 104Q: 3 clusters Score -2.703784e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 220348 members 
Entering Unmasked Estep 
Score: -27037850.000000 Penalty: 6111.053711
	Iteration 105Q: 3 clusters Score -2.703785e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 220328 members 
Entering Unmasked Estep 
Score: -27037862.000000 Penalty: 6111.053711
	Iteration 106Q: 3 clusters Score -2.703786e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 220318 members 
Entering Unmasked Estep 
Score: -27037856.000000 Penalty: 6111.053711
	Iteration 107Q: 3 clusters Score -2.703786e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 220305 members 
Entering Unmasked Estep 
Score: -27037864.000000 Penalty: 6111.053711
	Iteration 108Q: 3 clusters Score -2.703786e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 220290 members 
Entering Unmasked Estep 
Score: -27037872.000000 Penalty: 6111.053711
	Iteration 109Q: 3 clusters Score -2.703787e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 220277 members 
Entering Unmasked Estep 
Score: -27037882.000000 Penalty: 6111.053711
	Iteration 110Q: 3 clusters Score -2.703788e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 220268 members 
Entering Unmasked Estep 
Score: -27037906.000000 Penalty: 6111.053711
	Iteration 111Q: 3 clusters Score -2.703791e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 220262 members 
Entering Unmasked Estep 
Score: -27037888.000000 Penalty: 6111.053711
	Iteration 112Q: 3 clusters Score -2.703789e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 220252 members 
Entering Unmasked Estep 
Score: -27037890.000000 Penalty: 6111.053711
	Iteration 113Q: 3 clusters Score -2.703789e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 220239 members 
Entering Unmasked Estep 
Score: -27037870.000000 Penalty: 6111.053711
	Iteration 114Q: 3 clusters Score -2.703787e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 220231 members 
Entering Unmasked Estep 
Score: -27037858.000000 Penalty: 6111.053711
	Iteration 115Q: 3 clusters Score -2.703786e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 220218 members 
Entering Unmasked Estep 
Score: -27037868.000000 Penalty: 6111.053711
	Iteration 116Q: 3 clusters Score -2.703787e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 220207 members 
Entering Unmasked Estep 
Score: -27037868.000000 Penalty: 6111.053711
	Iteration 117Q: 3 clusters Score -2.703787e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 220193 members 
Entering Unmasked Estep 
Score: -27037876.000000 Penalty: 6111.053711
	Iteration 118Q: 3 clusters Score -2.703788e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 220176 members 
Entering Unmasked Estep 
Score: -27037900.000000 Penalty: 6111.053711
	Iteration 119Q: 3 clusters Score -2.70379e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 220154 members 
Entering Unmasked Estep 
Score: -27037910.000000 Penalty: 6111.053711
	Iteration 120F: 3 clusters Score -2.703791e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 220136 members 
Entering Unmasked Estep 
Score: -27037912.000000 Penalty: 6111.053711
	Iteration 121Q: 3 clusters Score -2.703791e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 220119 members 
Entering Unmasked Estep 
Score: -27037920.000000 Penalty: 6111.053711
	Iteration 122Q: 3 clusters Score -2.703792e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 220101 members 
Entering Unmasked Estep 
Score: -27037930.000000 Penalty: 6111.053711
	Iteration 123Q: 3 clusters Score -2.703793e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 220086 members 
Entering Unmasked Estep 
Score: -27037938.000000 Penalty: 6111.053711
	Iteration 124Q: 3 clusters Score -2.703794e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 220075 members 
Entering Unmasked Estep 
Score: -27037940.000000 Penalty: 6111.053711
	Iteration 125Q: 3 clusters Score -2.703794e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 220066 members 
Entering Unmasked Estep 
Score: -27037966.000000 Penalty: 6111.053711
	Iteration 126Q: 3 clusters Score -2.703797e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 220059 members 
Entering Unmasked Estep 
Score: -27037962.000000 Penalty: 6111.053711
	Iteration 127Q: 3 clusters Score -2.703796e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 220051 members 
Entering Unmasked Estep 
Score: -27037946.000000 Penalty: 6111.053711
	Iteration 128Q: 3 clusters Score -2.703795e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 220044 members 
Entering Unmasked Estep 
Score: -27037960.000000 Penalty: 6111.053711
	Iteration 129Q: 3 clusters Score -2.703796e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 220041 members 
Entering Unmasked Estep 
Score: -27037956.000000 Penalty: 6111.053711
	Iteration 130Q: 3 clusters Score -2.703796e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 220038 members 
Entering Unmasked Estep 
Score: -27037950.000000 Penalty: 6111.053711
	Iteration 131Q: 3 clusters Score -2.703795e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 220033 members 
Entering Unmasked Estep 
Score: -27037930.000000 Penalty: 6111.053711
	Iteration 132Q: 3 clusters Score -2.703793e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 220029 members 
Entering Unmasked Estep 
Score: -27037948.000000 Penalty: 6111.053711
	Iteration 133Q: 3 clusters Score -2.703795e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 220028 members 
Entering Unmasked Estep 
Score: -27037946.000000 Penalty: 6111.053711
	Iteration 134Q: 3 clusters Score -2.703795e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 220028 members 
Entering Unmasked Estep 
Score: -27037946.000000 Penalty: 6111.053711
	Iteration 135F: 3 clusters Score -2.703795e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 31460 members 
Mstep: Class 2 contains 53936 members 
Mstep: Class 3 contains 13951 members 
Mstep: Class 4 contains 1391 members 
Mstep: Class 5 contains 220924 members 
Mstep: Class 6 contains 3023 members 
Mstep: Class 7 contains 4257 members 
Mstep: Class 8 contains 253800 members 
Mstep: Class 9 contains 90707 members 
Mstep: Class 10 contains 56026 members 
Mstep: Class 11 contains 206045 members 
Mstep: Class 12 contains 44944 members 
Mstep: Class 13 contains 2981 members 
Mstep: Class 14 contains 17940 members 
Mstep: Class 15 contains 115207 members 
Mstep: Class 16 contains 220028 members 
Mstep: Class 17 contains 1346 members 
Mstep: Class 18 contains 8539 members 
Mstep: Class 19 contains 2031 members 
Mstep: Class 20 contains 11702 members 
Entering Unmasked Estep 
Score: -155498176.000000 Penalty: 70050.960938
Splitting cluster 7 changes total score from -155485616.000000 to -155498176.000000
So it's getting split into cluster 16.
Entering ConstructFrom: 
Trying to split cluster 8 (253800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253800 members 
Entering Unmasked Estep 
Score: -29933464.000000 Penalty: 3086.186768
	Iteration 0F: 2 clusters Score -2.993346e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126993 members 
Mstep: Class 2 contains 126807 members 
Entering Unmasked Estep 
Score: -29765846.000000 Penalty: 6172.373535
	Iteration 0F: 3 clusters Score -2.976585e+07 nChanged 122498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127147 members 
Mstep: Class 2 contains 126653 members 
Entering Unmasked Estep 
Score: -29838778.000000 Penalty: 6172.373535
	Iteration 1F: 3 clusters Score -2.983878e+07 nChanged 8490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127617 members 
Mstep: Class 2 contains 126183 members 
Entering Unmasked Estep 
Score: -29841514.000000 Penalty: 6172.373535
	Iteration 2Q: 3 clusters Score -2.984151e+07 nChanged 10235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128706 members 
Mstep: Class 2 contains 125094 members 
Entering Unmasked Estep 
Score: -29845716.000000 Penalty: 6172.373535
	Iteration 3Q: 3 clusters Score -2.984572e+07 nChanged 12408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131118 members 
Mstep: Class 2 contains 122682 members 
Entering Unmasked Estep 
Score: -29852096.000000 Penalty: 6172.373535
	Iteration 4Q: 3 clusters Score -2.98521e+07 nChanged 15140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135704 members 
Mstep: Class 2 contains 118096 members 
Entering Unmasked Estep 
Score: -29861232.000000 Penalty: 6172.373535
	Iteration 5F: 3 clusters Score -2.986123e+07 nChanged 17594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143422 members 
Mstep: Class 2 contains 110378 members 
Entering Unmasked Estep 
Score: -29873016.000000 Penalty: 6172.373535
	Iteration 6F: 3 clusters Score -2.987302e+07 nChanged 18699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154341 members 
Mstep: Class 2 contains 99459 members 
Entering Unmasked Estep 
Score: -29886582.000000 Penalty: 6172.373535
	Iteration 7F: 3 clusters Score -2.988658e+07 nChanged 17559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166614 members 
Mstep: Class 2 contains 87186 members 
Entering Unmasked Estep 
Score: -29899962.000000 Penalty: 6172.373535
	Iteration 8F: 3 clusters Score -2.989996e+07 nChanged 14492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178022 members 
Mstep: Class 2 contains 75778 members 
Entering Unmasked Estep 
Score: -29910648.000000 Penalty: 6172.373535
	Iteration 9F: 3 clusters Score -2.991065e+07 nChanged 11001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187509 members 
Mstep: Class 2 contains 66291 members 
Entering Unmasked Estep 
Score: -29917734.000000 Penalty: 6172.373535
	Iteration 10Q: 3 clusters Score -2.991773e+07 nChanged 8341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195354 members 
Mstep: Class 2 contains 58446 members 
Entering Unmasked Estep 
Score: -29922324.000000 Penalty: 6172.373535
	Iteration 11Q: 3 clusters Score -2.992232e+07 nChanged 7057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202263 members 
Mstep: Class 2 contains 51537 members 
Entering Unmasked Estep 
Score: -29925522.000000 Penalty: 6172.373535
	Iteration 12Q: 3 clusters Score -2.992552e+07 nChanged 6015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208262 members 
Mstep: Class 2 contains 45538 members 
Entering Unmasked Estep 
Score: -29928234.000000 Penalty: 6172.373535
	Iteration 13Q: 3 clusters Score -2.992823e+07 nChanged 5387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213649 members 
Mstep: Class 2 contains 40151 members 
Entering Unmasked Estep 
Score: -29930646.000000 Penalty: 6172.373535
	Iteration 14Q: 3 clusters Score -2.993065e+07 nChanged 4746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218395 members 
Mstep: Class 2 contains 35405 members 
Entering Unmasked Estep 
Score: -29932628.000000 Penalty: 6172.373535
	Iteration 15Q: 3 clusters Score -2.993263e+07 nChanged 4203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222598 members 
Mstep: Class 2 contains 31202 members 
Entering Unmasked Estep 
Score: -29934418.000000 Penalty: 6172.373535
	Iteration 16Q: 3 clusters Score -2.993442e+07 nChanged 3576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226172 members 
Mstep: Class 2 contains 27628 members 
Entering Unmasked Estep 
Score: -29935676.000000 Penalty: 6172.373535
	Iteration 17Q: 3 clusters Score -2.993568e+07 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229305 members 
Mstep: Class 2 contains 24495 members 
Entering Unmasked Estep 
Score: -29937404.000000 Penalty: 6172.373535
	Iteration 18Q: 3 clusters Score -2.99374e+07 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231891 members 
Mstep: Class 2 contains 21909 members 
Entering Unmasked Estep 
Score: -29938582.000000 Penalty: 6172.373535
	Iteration 19Q: 3 clusters Score -2.993858e+07 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234049 members 
Mstep: Class 2 contains 19751 members 
Entering Unmasked Estep 
Score: -29939870.000000 Penalty: 6172.373535
	Iteration 20F: 3 clusters Score -2.993987e+07 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235734 members 
Mstep: Class 2 contains 18066 members 
Entering Unmasked Estep 
Score: -29940812.000000 Penalty: 6172.373535
	Iteration 21Q: 3 clusters Score -2.994081e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236969 members 
Mstep: Class 2 contains 16831 members 
Entering Unmasked Estep 
Score: -29941650.000000 Penalty: 6172.373535
	Iteration 22Q: 3 clusters Score -2.994165e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237831 members 
Mstep: Class 2 contains 15969 members 
Entering Unmasked Estep 
Score: -29942078.000000 Penalty: 6172.373535
	Iteration 23Q: 3 clusters Score -2.994208e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238426 members 
Mstep: Class 2 contains 15374 members 
Entering Unmasked Estep 
Score: -29942262.000000 Penalty: 6172.373535
	Iteration 24Q: 3 clusters Score -2.994226e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238833 members 
Mstep: Class 2 contains 14967 members 
Entering Unmasked Estep 
Score: -29942394.000000 Penalty: 6172.373535
	Iteration 25Q: 3 clusters Score -2.994239e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239122 members 
Mstep: Class 2 contains 14678 members 
Entering Unmasked Estep 
Score: -29942450.000000 Penalty: 6172.373535
	Iteration 26Q: 3 clusters Score -2.994245e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239342 members 
Mstep: Class 2 contains 14458 members 
Entering Unmasked Estep 
Score: -29942494.000000 Penalty: 6172.373535
	Iteration 27Q: 3 clusters Score -2.994249e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239527 members 
Mstep: Class 2 contains 14273 members 
Entering Unmasked Estep 
Score: -29942484.000000 Penalty: 6172.373535
	Iteration 28Q: 3 clusters Score -2.994248e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239662 members 
Mstep: Class 2 contains 14138 members 
Entering Unmasked Estep 
Score: -29942518.000000 Penalty: 6172.373535
	Iteration 29Q: 3 clusters Score -2.994252e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239780 members 
Mstep: Class 2 contains 14020 members 
Entering Unmasked Estep 
Score: -29942542.000000 Penalty: 6172.373535
	Iteration 30Q: 3 clusters Score -2.994254e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239890 members 
Mstep: Class 2 contains 13910 members 
Entering Unmasked Estep 
Score: -29942528.000000 Penalty: 6172.373535
	Iteration 31Q: 3 clusters Score -2.994253e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239970 members 
Mstep: Class 2 contains 13830 members 
Entering Unmasked Estep 
Score: -29942498.000000 Penalty: 6172.373535
	Iteration 32Q: 3 clusters Score -2.99425e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240045 members 
Mstep: Class 2 contains 13755 members 
Entering Unmasked Estep 
Score: -29942468.000000 Penalty: 6172.373535
	Iteration 33Q: 3 clusters Score -2.994247e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240109 members 
Mstep: Class 2 contains 13691 members 
Entering Unmasked Estep 
Score: -29942514.000000 Penalty: 6172.373535
	Iteration 34Q: 3 clusters Score -2.994251e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240168 members 
Mstep: Class 2 contains 13632 members 
Entering Unmasked Estep 
Score: -29942486.000000 Penalty: 6172.373535
	Iteration 35Q: 3 clusters Score -2.994249e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240207 members 
Mstep: Class 2 contains 13593 members 
Entering Unmasked Estep 
Score: -29942478.000000 Penalty: 6172.373535
	Iteration 36Q: 3 clusters Score -2.994248e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240262 members 
Mstep: Class 2 contains 13538 members 
Entering Unmasked Estep 
Score: -29942444.000000 Penalty: 6172.373535
	Iteration 37Q: 3 clusters Score -2.994244e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240304 members 
Mstep: Class 2 contains 13496 members 
Entering Unmasked Estep 
Score: -29942424.000000 Penalty: 6172.373535
	Iteration 38Q: 3 clusters Score -2.994242e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240345 members 
Mstep: Class 2 contains 13455 members 
Entering Unmasked Estep 
Score: -29942376.000000 Penalty: 6172.373535
	Iteration 39Q: 3 clusters Score -2.994238e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240380 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
Score: -29942380.000000 Penalty: 6172.373535
	Iteration 40F: 3 clusters Score -2.994238e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240410 members 
Mstep: Class 2 contains 13390 members 
Entering Unmasked Estep 
Score: -29942370.000000 Penalty: 6172.373535
	Iteration 41Q: 3 clusters Score -2.994237e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240437 members 
Mstep: Class 2 contains 13363 members 
Entering Unmasked Estep 
Score: -29942354.000000 Penalty: 6172.373535
	Iteration 42Q: 3 clusters Score -2.994235e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240463 members 
Mstep: Class 2 contains 13337 members 
Entering Unmasked Estep 
Score: -29942348.000000 Penalty: 6172.373535
	Iteration 43Q: 3 clusters Score -2.994235e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240487 members 
Mstep: Class 2 contains 13313 members 
Entering Unmasked Estep 
Score: -29942330.000000 Penalty: 6172.373535
	Iteration 44Q: 3 clusters Score -2.994233e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240504 members 
Mstep: Class 2 contains 13296 members 
Entering Unmasked Estep 
Score: -29942340.000000 Penalty: 6172.373535
	Iteration 45Q: 3 clusters Score -2.994234e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240517 members 
Mstep: Class 2 contains 13283 members 
Entering Unmasked Estep 
Score: -29942342.000000 Penalty: 6172.373535
	Iteration 46Q: 3 clusters Score -2.994234e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240530 members 
Mstep: Class 2 contains 13270 members 
Entering Unmasked Estep 
Score: -29942344.000000 Penalty: 6172.373535
	Iteration 47Q: 3 clusters Score -2.994234e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240542 members 
Mstep: Class 2 contains 13258 members 
Entering Unmasked Estep 
Score: -29942372.000000 Penalty: 6172.373535
	Iteration 48Q: 3 clusters Score -2.994237e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240558 members 
Mstep: Class 2 contains 13242 members 
Entering Unmasked Estep 
Score: -29942342.000000 Penalty: 6172.373535
	Iteration 49Q: 3 clusters Score -2.994234e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240570 members 
Mstep: Class 2 contains 13230 members 
Entering Unmasked Estep 
Score: -29942378.000000 Penalty: 6172.373535
	Iteration 50Q: 3 clusters Score -2.994238e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240577 members 
Mstep: Class 2 contains 13223 members 
Entering Unmasked Estep 
Score: -29942358.000000 Penalty: 6172.373535
	Iteration 51Q: 3 clusters Score -2.994236e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240585 members 
Mstep: Class 2 contains 13215 members 
Entering Unmasked Estep 
Score: -29942356.000000 Penalty: 6172.373535
	Iteration 52Q: 3 clusters Score -2.994236e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240596 members 
Mstep: Class 2 contains 13204 members 
Entering Unmasked Estep 
Score: -29942358.000000 Penalty: 6172.373535
	Iteration 53Q: 3 clusters Score -2.994236e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240605 members 
Mstep: Class 2 contains 13195 members 
Entering Unmasked Estep 
Score: -29942374.000000 Penalty: 6172.373535
	Iteration 54Q: 3 clusters Score -2.994237e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240613 members 
Mstep: Class 2 contains 13187 members 
Entering Unmasked Estep 
Score: -29942358.000000 Penalty: 6172.373535
	Iteration 55Q: 3 clusters Score -2.994236e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240624 members 
Mstep: Class 2 contains 13176 members 
Entering Unmasked Estep 
Score: -29942368.000000 Penalty: 6172.373535
	Iteration 56Q: 3 clusters Score -2.994237e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240633 members 
Mstep: Class 2 contains 13167 members 
Entering Unmasked Estep 
Score: -29942364.000000 Penalty: 6172.373535
	Iteration 57Q: 3 clusters Score -2.994236e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240640 members 
Mstep: Class 2 contains 13160 members 
Entering Unmasked Estep 
Score: -29942360.000000 Penalty: 6172.373535
	Iteration 58Q: 3 clusters Score -2.994236e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240649 members 
Mstep: Class 2 contains 13151 members 
Entering Unmasked Estep 
Score: -29942344.000000 Penalty: 6172.373535
	Iteration 59Q: 3 clusters Score -2.994234e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240662 members 
Mstep: Class 2 contains 13138 members 
Entering Unmasked Estep 
Score: -29942354.000000 Penalty: 6172.373535
	Iteration 60F: 3 clusters Score -2.994235e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240672 members 
Mstep: Class 2 contains 13128 members 
Entering Unmasked Estep 
Score: -29942362.000000 Penalty: 6172.373535
	Iteration 61Q: 3 clusters Score -2.994236e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240681 members 
Mstep: Class 2 contains 13119 members 
Entering Unmasked Estep 
Score: -29942358.000000 Penalty: 6172.373535
	Iteration 62Q: 3 clusters Score -2.994236e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240692 members 
Mstep: Class 2 contains 13108 members 
Entering Unmasked Estep 
Score: -29942346.000000 Penalty: 6172.373535
	Iteration 63Q: 3 clusters Score -2.994235e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240699 members 
Mstep: Class 2 contains 13101 members 
Entering Unmasked Estep 
Score: -29942336.000000 Penalty: 6172.373535
	Iteration 64Q: 3 clusters Score -2.994234e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240704 members 
Mstep: Class 2 contains 13096 members 
Entering Unmasked Estep 
Score: -29942342.000000 Penalty: 6172.373535
	Iteration 65Q: 3 clusters Score -2.994234e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240709 members 
Mstep: Class 2 contains 13091 members 
Entering Unmasked Estep 
Score: -29942346.000000 Penalty: 6172.373535
	Iteration 66Q: 3 clusters Score -2.994235e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240713 members 
Mstep: Class 2 contains 13087 members 
Entering Unmasked Estep 
Score: -29942328.000000 Penalty: 6172.373535
	Iteration 67Q: 3 clusters Score -2.994233e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240718 members 
Mstep: Class 2 contains 13082 members 
Entering Unmasked Estep 
Score: -29942340.000000 Penalty: 6172.373535
	Iteration 68Q: 3 clusters Score -2.994234e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240724 members 
Mstep: Class 2 contains 13076 members 
Entering Unmasked Estep 
Score: -29942338.000000 Penalty: 6172.373535
	Iteration 69Q: 3 clusters Score -2.994234e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240728 members 
Mstep: Class 2 contains 13072 members 
Entering Unmasked Estep 
Score: -29942332.000000 Penalty: 6172.373535
	Iteration 70Q: 3 clusters Score -2.994233e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240731 members 
Mstep: Class 2 contains 13069 members 
Entering Unmasked Estep 
Score: -29942334.000000 Penalty: 6172.373535
	Iteration 71Q: 3 clusters Score -2.994233e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240732 members 
Mstep: Class 2 contains 13068 members 
Entering Unmasked Estep 
Score: -29942328.000000 Penalty: 6172.373535
	Iteration 72Q: 3 clusters Score -2.994233e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240732 members 
Mstep: Class 2 contains 13068 members 
Entering Unmasked Estep 
Score: -29942328.000000 Penalty: 6172.373535
	Iteration 73F: 3 clusters Score -2.994233e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 31460 members 
Mstep: Class 2 contains 53936 members 
Mstep: Class 3 contains 13951 members 
Mstep: Class 4 contains 1391 members 
Mstep: Class 5 contains 220924 members 
Mstep: Class 6 contains 3023 members 
Mstep: Class 7 contains 4257 members 
Mstep: Class 8 contains 240732 members 
Mstep: Class 9 contains 90707 members 
Mstep: Class 10 contains 56026 members 
Mstep: Class 11 contains 206045 members 
Mstep: Class 12 contains 44944 members 
Mstep: Class 13 contains 2981 members 
Mstep: Class 14 contains 17940 members 
Mstep: Class 15 contains 115207 members 
Mstep: Class 16 contains 220028 members 
Mstep: Class 17 contains 1346 members 
Mstep: Class 18 contains 8539 members 
Mstep: Class 19 contains 2031 members 
Mstep: Class 20 contains 11702 members 
Mstep: Class 21 contains 13068 members 
Entering Unmasked Estep 
Score: -155507312.000000 Penalty: 73553.507812
Splitting cluster 8 changes total score from -155485616.000000 to -155507312.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 9 (90707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90707 members 
Entering Unmasked Estep 
Score: -10674109.000000 Penalty: 2831.016602
	Iteration 0F: 2 clusters Score -1.067411e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45387 members 
Mstep: Class 2 contains 45320 members 
Entering Unmasked Estep 
Score: -10613228.000000 Penalty: 5662.033203
	Iteration 0F: 3 clusters Score -1.061323e+07 nChanged 42810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46147 members 
Mstep: Class 2 contains 44560 members 
Entering Unmasked Estep 
Score: -10637435.000000 Penalty: 5662.033203
	Iteration 1F: 3 clusters Score -1.063744e+07 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46791 members 
Mstep: Class 2 contains 43916 members 
Entering Unmasked Estep 
Score: -10638214.000000 Penalty: 5662.033203
	Iteration 2Q: 3 clusters Score -1.063821e+07 nChanged 3270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47805 members 
Mstep: Class 2 contains 42902 members 
Entering Unmasked Estep 
Score: -10639192.000000 Penalty: 5662.033203
	Iteration 3Q: 3 clusters Score -1.063919e+07 nChanged 3696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49329 members 
Mstep: Class 2 contains 41378 members 
Entering Unmasked Estep 
Score: -10640468.000000 Penalty: 5662.033203
	Iteration 4Q: 3 clusters Score -1.064047e+07 nChanged 4376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51587 members 
Mstep: Class 2 contains 39120 members 
Entering Unmasked Estep 
Score: -10642299.000000 Penalty: 5662.033203
	Iteration 5Q: 3 clusters Score -1.06423e+07 nChanged 5136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54707 members 
Mstep: Class 2 contains 36000 members 
Entering Unmasked Estep 
Score: -10644893.000000 Penalty: 5662.033203
	Iteration 6F: 3 clusters Score -1.064489e+07 nChanged 5793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58682 members 
Mstep: Class 2 contains 32025 members 
Entering Unmasked Estep 
Score: -10648144.000000 Penalty: 5662.033203
	Iteration 7F: 3 clusters Score -1.064814e+07 nChanged 5945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63339 members 
Mstep: Class 2 contains 27368 members 
Entering Unmasked Estep 
Score: -10651713.000000 Penalty: 5662.033203
	Iteration 8F: 3 clusters Score -1.065171e+07 nChanged 5777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68408 members 
Mstep: Class 2 contains 22299 members 
Entering Unmasked Estep 
Score: -10655377.000000 Penalty: 5662.033203
	Iteration 9F: 3 clusters Score -1.065538e+07 nChanged 5299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73471 members 
Mstep: Class 2 contains 17236 members 
Entering Unmasked Estep 
Score: -10659115.000000 Penalty: 5662.033203
	Iteration 10F: 3 clusters Score -1.065912e+07 nChanged 4748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78187 members 
Mstep: Class 2 contains 12520 members 
Entering Unmasked Estep 
Score: -10662609.000000 Penalty: 5662.033203
	Iteration 11F: 3 clusters Score -1.066261e+07 nChanged 3974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82155 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -10665589.000000 Penalty: 5662.033203
	Iteration 12Q: 3 clusters Score -1.066559e+07 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85147 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -10667944.000000 Penalty: 5662.033203
	Iteration 13Q: 3 clusters Score -1.066794e+07 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87090 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -10669360.000000 Penalty: 5662.033203
	Iteration 14Q: 3 clusters Score -1.066936e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88285 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -10670208.000000 Penalty: 5662.033203
	Iteration 15Q: 3 clusters Score -1.067021e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89014 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -10670760.000000 Penalty: 5662.033203
	Iteration 16Q: 3 clusters Score -1.067076e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89426 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -10671111.000000 Penalty: 5662.033203
	Iteration 17Q: 3 clusters Score -1.067111e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89676 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -10671294.000000 Penalty: 5662.033203
	Iteration 18Q: 3 clusters Score -1.067129e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89813 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -10671391.000000 Penalty: 5662.033203
	Iteration 19Q: 3 clusters Score -1.067139e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89904 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -10671499.000000 Penalty: 5662.033203
	Iteration 20F: 3 clusters Score -1.06715e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89958 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -10671544.000000 Penalty: 5662.033203
	Iteration 21Q: 3 clusters Score -1.067154e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90001 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -10671575.000000 Penalty: 5662.033203
	Iteration 22Q: 3 clusters Score -1.067158e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90028 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -10671624.000000 Penalty: 5662.033203
	Iteration 23Q: 3 clusters Score -1.067162e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90053 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -10671640.000000 Penalty: 5662.033203
	Iteration 24Q: 3 clusters Score -1.067164e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90061 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -10671669.000000 Penalty: 5662.033203
	Iteration 25Q: 3 clusters Score -1.067167e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90076 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -10671693.000000 Penalty: 5662.033203
	Iteration 26Q: 3 clusters Score -1.067169e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90089 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -10671701.000000 Penalty: 5662.033203
	Iteration 27Q: 3 clusters Score -1.06717e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90100 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -10671693.000000 Penalty: 5662.033203
	Iteration 28Q: 3 clusters Score -1.067169e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90109 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -10671699.000000 Penalty: 5662.033203
	Iteration 29Q: 3 clusters Score -1.06717e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90112 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -10671709.000000 Penalty: 5662.033203
	Iteration 30Q: 3 clusters Score -1.067171e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90113 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -10671720.000000 Penalty: 5662.033203
	Iteration 31Q: 3 clusters Score -1.067172e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90118 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -10671721.000000 Penalty: 5662.033203
	Iteration 32Q: 3 clusters Score -1.067172e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90125 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -10671731.000000 Penalty: 5662.033203
	Iteration 33Q: 3 clusters Score -1.067173e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90128 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -10671737.000000 Penalty: 5662.033203
	Iteration 34Q: 3 clusters Score -1.067174e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90127 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -10671737.000000 Penalty: 5662.033203
	Iteration 35Q: 3 clusters Score -1.067174e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90128 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -10671732.000000 Penalty: 5662.033203
	Iteration 36Q: 3 clusters Score -1.067173e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90128 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -10671732.000000 Penalty: 5662.033203
	Iteration 37F: 3 clusters Score -1.067173e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (206045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206045 members 
Entering Unmasked Estep 
Score: -24236226.000000 Penalty: 3034.490967
	Iteration 0F: 2 clusters Score -2.423623e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102546 members 
Mstep: Class 2 contains 103499 members 
Entering Unmasked Estep 
Score: -24101354.000000 Penalty: 6068.981934
	Iteration 0F: 3 clusters Score -2.410135e+07 nChanged 99077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95339 members 
Mstep: Class 2 contains 110706 members 
Entering Unmasked Estep 
Score: -24159250.000000 Penalty: 6068.981934
	Iteration 1F: 3 clusters Score -2.415925e+07 nChanged 6250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90873 members 
Mstep: Class 2 contains 115172 members 
Entering Unmasked Estep 
Score: -24160932.000000 Penalty: 6068.981934
	Iteration 2Q: 3 clusters Score -2.416093e+07 nChanged 7833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83872 members 
Mstep: Class 2 contains 122173 members 
Entering Unmasked Estep 
Score: -24163714.000000 Penalty: 6068.981934
	Iteration 3Q: 3 clusters Score -2.416371e+07 nChanged 11042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73180 members 
Mstep: Class 2 contains 132865 members 
Entering Unmasked Estep 
Score: -24169714.000000 Penalty: 6068.981934
	Iteration 4F: 3 clusters Score -2.416971e+07 nChanged 15473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57819 members 
Mstep: Class 2 contains 148226 members 
Entering Unmasked Estep 
Score: -24180730.000000 Penalty: 6068.981934
	Iteration 5F: 3 clusters Score -2.418073e+07 nChanged 19558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38329 members 
Mstep: Class 2 contains 167716 members 
Entering Unmasked Estep 
Score: -24198234.000000 Penalty: 6068.981934
	Iteration 6F: 3 clusters Score -2.419823e+07 nChanged 18779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19606 members 
Mstep: Class 2 contains 186439 members 
Entering Unmasked Estep 
Score: -24216112.000000 Penalty: 6068.981934
	Iteration 7F: 3 clusters Score -2.421611e+07 nChanged 11792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 198201 members 
Entering Unmasked Estep 
Score: -24227170.000000 Penalty: 6068.981934
	Iteration 8F: 3 clusters Score -2.422717e+07 nChanged 4985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 203154 members 
Entering Unmasked Estep 
Score: -24231754.000000 Penalty: 6068.981934
	Iteration 9Q: 3 clusters Score -2.423175e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 204559 members 
Entering Unmasked Estep 
Score: -24233192.000000 Penalty: 6068.981934
	Iteration 10Q: 3 clusters Score -2.423319e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 204865 members 
Entering Unmasked Estep 
Score: -24233982.000000 Penalty: 6068.981934
	Iteration 11Q: 3 clusters Score -2.423398e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 204780 members 
Entering Unmasked Estep 
Score: -24234472.000000 Penalty: 6068.981934
	Iteration 12Q: 3 clusters Score -2.423447e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 204562 members 
Entering Unmasked Estep 
Score: -24234868.000000 Penalty: 6068.981934
	Iteration 13Q: 3 clusters Score -2.423487e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 204336 members 
Entering Unmasked Estep 
Score: -24235154.000000 Penalty: 6068.981934
	Iteration 14Q: 3 clusters Score -2.423515e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 204073 members 
Entering Unmasked Estep 
Score: -24235272.000000 Penalty: 6068.981934
	Iteration 15Q: 3 clusters Score -2.423527e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 203843 members 
Entering Unmasked Estep 
Score: -24235490.000000 Penalty: 6068.981934
	Iteration 16Q: 3 clusters Score -2.423549e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 203625 members 
Entering Unmasked Estep 
Score: -24235622.000000 Penalty: 6068.981934
	Iteration 17Q: 3 clusters Score -2.423562e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 203416 members 
Entering Unmasked Estep 
Score: -24235744.000000 Penalty: 6068.981934
	Iteration 18Q: 3 clusters Score -2.423574e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 203223 members 
Entering Unmasked Estep 
Score: -24235778.000000 Penalty: 6068.981934
	Iteration 19Q: 3 clusters Score -2.423578e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 203044 members 
Entering Unmasked Estep 
Score: -24235950.000000 Penalty: 6068.981934
	Iteration 20F: 3 clusters Score -2.423595e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 202815 members 
Entering Unmasked Estep 
Score: -24236062.000000 Penalty: 6068.981934
	Iteration 21Q: 3 clusters Score -2.423606e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 202570 members 
Entering Unmasked Estep 
Score: -24236126.000000 Penalty: 6068.981934
	Iteration 22Q: 3 clusters Score -2.423613e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 202357 members 
Entering Unmasked Estep 
Score: -24236180.000000 Penalty: 6068.981934
	Iteration 23Q: 3 clusters Score -2.423618e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 202174 members 
Entering Unmasked Estep 
Score: -24236232.000000 Penalty: 6068.981934
	Iteration 24Q: 3 clusters Score -2.423623e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 202017 members 
Entering Unmasked Estep 
Score: -24236282.000000 Penalty: 6068.981934
	Iteration 25Q: 3 clusters Score -2.423628e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 201886 members 
Entering Unmasked Estep 
Score: -24236260.000000 Penalty: 6068.981934
	Iteration 26Q: 3 clusters Score -2.423626e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 201773 members 
Entering Unmasked Estep 
Score: -24236276.000000 Penalty: 6068.981934
	Iteration 27Q: 3 clusters Score -2.423628e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 201682 members 
Entering Unmasked Estep 
Score: -24236320.000000 Penalty: 6068.981934
	Iteration 28Q: 3 clusters Score -2.423632e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 201600 members 
Entering Unmasked Estep 
Score: -24236332.000000 Penalty: 6068.981934
	Iteration 29Q: 3 clusters Score -2.423633e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 201529 members 
Entering Unmasked Estep 
Score: -24236366.000000 Penalty: 6068.981934
	Iteration 30Q: 3 clusters Score -2.423637e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 201466 members 
Entering Unmasked Estep 
Score: -24236408.000000 Penalty: 6068.981934
	Iteration 31Q: 3 clusters Score -2.423641e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 201411 members 
Entering Unmasked Estep 
Score: -24236422.000000 Penalty: 6068.981934
	Iteration 32Q: 3 clusters Score -2.423642e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 201366 members 
Entering Unmasked Estep 
Score: -24236436.000000 Penalty: 6068.981934
	Iteration 33Q: 3 clusters Score -2.423644e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 201316 members 
Entering Unmasked Estep 
Score: -24236426.000000 Penalty: 6068.981934
	Iteration 34Q: 3 clusters Score -2.423643e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 201264 members 
Entering Unmasked Estep 
Score: -24236422.000000 Penalty: 6068.981934
	Iteration 35Q: 3 clusters Score -2.423642e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 201226 members 
Entering Unmasked Estep 
Score: -24236428.000000 Penalty: 6068.981934
	Iteration 36Q: 3 clusters Score -2.423643e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 201197 members 
Entering Unmasked Estep 
Score: -24236444.000000 Penalty: 6068.981934
	Iteration 37Q: 3 clusters Score -2.423644e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 201175 members 
Entering Unmasked Estep 
Score: -24236446.000000 Penalty: 6068.981934
	Iteration 38Q: 3 clusters Score -2.423645e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 201151 members 
Entering Unmasked Estep 
Score: -24236432.000000 Penalty: 6068.981934
	Iteration 39Q: 3 clusters Score -2.423643e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 201134 members 
Entering Unmasked Estep 
Score: -24236416.000000 Penalty: 6068.981934
	Iteration 40F: 3 clusters Score -2.423642e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 201117 members 
Entering Unmasked Estep 
Score: -24236408.000000 Penalty: 6068.981934
	Iteration 41Q: 3 clusters Score -2.423641e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 201104 members 
Entering Unmasked Estep 
Score: -24236416.000000 Penalty: 6068.981934
	Iteration 42Q: 3 clusters Score -2.423642e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 201090 members 
Entering Unmasked Estep 
Score: -24236394.000000 Penalty: 6068.981934
	Iteration 43Q: 3 clusters Score -2.423639e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 201077 members 
Entering Unmasked Estep 
Score: -24236406.000000 Penalty: 6068.981934
	Iteration 44Q: 3 clusters Score -2.423641e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 201065 members 
Entering Unmasked Estep 
Score: -24236410.000000 Penalty: 6068.981934
	Iteration 45Q: 3 clusters Score -2.423641e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 201057 members 
Entering Unmasked Estep 
Score: -24236416.000000 Penalty: 6068.981934
	Iteration 46Q: 3 clusters Score -2.423642e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 201050 members 
Entering Unmasked Estep 
Score: -24236408.000000 Penalty: 6068.981934
	Iteration 47Q: 3 clusters Score -2.423641e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 201044 members 
Entering Unmasked Estep 
Score: -24236416.000000 Penalty: 6068.981934
	Iteration 48Q: 3 clusters Score -2.423642e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 201033 members 
Entering Unmasked Estep 
Score: -24236428.000000 Penalty: 6068.981934
	Iteration 49Q: 3 clusters Score -2.423643e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 201021 members 
Entering Unmasked Estep 
Score: -24236432.000000 Penalty: 6068.981934
	Iteration 50Q: 3 clusters Score -2.423643e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 201010 members 
Entering Unmasked Estep 
Score: -24236436.000000 Penalty: 6068.981934
	Iteration 51Q: 3 clusters Score -2.423644e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 200995 members 
Entering Unmasked Estep 
Score: -24236440.000000 Penalty: 6068.981934
	Iteration 52Q: 3 clusters Score -2.423644e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 200987 members 
Entering Unmasked Estep 
Score: -24236450.000000 Penalty: 6068.981934
	Iteration 53Q: 3 clusters Score -2.423645e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 200974 members 
Entering Unmasked Estep 
Score: -24236460.000000 Penalty: 6068.981934
	Iteration 54Q: 3 clusters Score -2.423646e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 200966 members 
Entering Unmasked Estep 
Score: -24236440.000000 Penalty: 6068.981934
	Iteration 55Q: 3 clusters Score -2.423644e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 200957 members 
Entering Unmasked Estep 
Score: -24236428.000000 Penalty: 6068.981934
	Iteration 56Q: 3 clusters Score -2.423643e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 200954 members 
Entering Unmasked Estep 
Score: -24236440.000000 Penalty: 6068.981934
	Iteration 57Q: 3 clusters Score -2.423644e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 200948 members 
Entering Unmasked Estep 
Score: -24236442.000000 Penalty: 6068.981934
	Iteration 58Q: 3 clusters Score -2.423644e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 200943 members 
Entering Unmasked Estep 
Score: -24236448.000000 Penalty: 6068.981934
	Iteration 59Q: 3 clusters Score -2.423645e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 200940 members 
Entering Unmasked Estep 
Score: -24236456.000000 Penalty: 6068.981934
	Iteration 60F: 3 clusters Score -2.423646e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 200934 members 
Entering Unmasked Estep 
Score: -24236452.000000 Penalty: 6068.981934
	Iteration 61Q: 3 clusters Score -2.423645e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 200930 members 
Entering Unmasked Estep 
Score: -24236472.000000 Penalty: 6068.981934
	Iteration 62Q: 3 clusters Score -2.423647e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 200927 members 
Entering Unmasked Estep 
Score: -24236456.000000 Penalty: 6068.981934
	Iteration 63Q: 3 clusters Score -2.423646e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 200926 members 
Entering Unmasked Estep 
Score: -24236462.000000 Penalty: 6068.981934
	Iteration 64Q: 3 clusters Score -2.423646e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 200925 members 
Entering Unmasked Estep 
Score: -24236476.000000 Penalty: 6068.981934
	Iteration 65Q: 3 clusters Score -2.423648e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 200924 members 
Entering Unmasked Estep 
Score: -24236464.000000 Penalty: 6068.981934
	Iteration 66Q: 3 clusters Score -2.423646e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 200923 members 
Entering Unmasked Estep 
Score: -24236480.000000 Penalty: 6068.981934
	Iteration 67Q: 3 clusters Score -2.423648e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 200923 members 
Entering Unmasked Estep 
Score: -24236480.000000 Penalty: 6068.981934
	Iteration 68F: 3 clusters Score -2.423648e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 31460 members 
Mstep: Class 2 contains 53936 members 
Mstep: Class 3 contains 13951 members 
Mstep: Class 4 contains 1391 members 
Mstep: Class 5 contains 220924 members 
Mstep: Class 6 contains 3023 members 
Mstep: Class 7 contains 4257 members 
Mstep: Class 8 contains 240732 members 
Mstep: Class 9 contains 90707 members 
Mstep: Class 10 contains 56026 members 
Mstep: Class 11 contains 5122 members 
Mstep: Class 12 contains 44944 members 
Mstep: Class 13 contains 2981 members 
Mstep: Class 14 contains 17940 members 
Mstep: Class 15 contains 115207 members 
Mstep: Class 16 contains 220028 members 
Mstep: Class 17 contains 1346 members 
Mstep: Class 18 contains 8539 members 
Mstep: Class 19 contains 2031 members 
Mstep: Class 20 contains 11702 members 
Mstep: Class 21 contains 13068 members 
Mstep: Class 22 contains 200923 members 
Entering Unmasked Estep 
Score: -155507440.000000 Penalty: 77056.054688
Splitting cluster 11 changes total score from -155485616.000000 to -155507440.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 12 (44944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44944 members 
Entering Unmasked Estep 
Score: -5218178.000000 Penalty: 2656.866943
	Iteration 0F: 2 clusters Score -5218178 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22578 members 
Mstep: Class 2 contains 22366 members 
Entering Unmasked Estep 
Score: -5187948.500000 Penalty: 5313.733887
	Iteration 0F: 3 clusters Score -5187948 nChanged 20779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23723 members 
Mstep: Class 2 contains 21221 members 
Entering Unmasked Estep 
Score: -5199752.500000 Penalty: 5313.733887
	Iteration 1F: 3 clusters Score -5199752 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24671 members 
Mstep: Class 2 contains 20273 members 
Entering Unmasked Estep 
Score: -5201013.000000 Penalty: 5313.733887
	Iteration 2F: 3 clusters Score -5201013 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26245 members 
Mstep: Class 2 contains 18699 members 
Entering Unmasked Estep 
Score: -5202892.000000 Penalty: 5313.733887
	Iteration 3F: 3 clusters Score -5202892 nChanged 3566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28581 members 
Mstep: Class 2 contains 16363 members 
Entering Unmasked Estep 
Score: -5205735.000000 Penalty: 5313.733887
	Iteration 4F: 3 clusters Score -5205735 nChanged 4024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31279 members 
Mstep: Class 2 contains 13665 members 
Entering Unmasked Estep 
Score: -5209694.000000 Penalty: 5313.733887
	Iteration 5F: 3 clusters Score -5209694 nChanged 3895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33662 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -5213458.500000 Penalty: 5313.733887
	Iteration 6F: 3 clusters Score -5213458 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35254 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -5215657.500000 Penalty: 5313.733887
	Iteration 7F: 3 clusters Score -5215658 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36366 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -5216678.500000 Penalty: 5313.733887
	Iteration 8Q: 3 clusters Score -5216678 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37203 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -5217169.000000 Penalty: 5313.733887
	Iteration 9Q: 3 clusters Score -5217169 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37901 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -5217458.000000 Penalty: 5313.733887
	Iteration 10Q: 3 clusters Score -5217458 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38499 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -5217674.000000 Penalty: 5313.733887
	Iteration 11Q: 3 clusters Score -5217674 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38960 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -5217790.000000 Penalty: 5313.733887
	Iteration 12Q: 3 clusters Score -5217790 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39303 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -5217842.500000 Penalty: 5313.733887
	Iteration 13Q: 3 clusters Score -5217842 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39588 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -5217896.500000 Penalty: 5313.733887
	Iteration 14Q: 3 clusters Score -5217896 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39817 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -5217931.500000 Penalty: 5313.733887
	Iteration 15Q: 3 clusters Score -5217932 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40000 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -5217970.500000 Penalty: 5313.733887
	Iteration 16Q: 3 clusters Score -5217970 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40163 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -5218005.500000 Penalty: 5313.733887
	Iteration 17Q: 3 clusters Score -5218006 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40285 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -5217999.500000 Penalty: 5313.733887
	Iteration 18Q: 3 clusters Score -5218000 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40390 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -5218016.500000 Penalty: 5313.733887
	Iteration 19Q: 3 clusters Score -5218016 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40500 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -5218035.000000 Penalty: 5313.733887
	Iteration 20F: 3 clusters Score -5218035 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40583 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -5218070.500000 Penalty: 5313.733887
	Iteration 21Q: 3 clusters Score -5218070 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40667 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -5218083.000000 Penalty: 5313.733887
	Iteration 22Q: 3 clusters Score -5218083 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40740 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -5218082.500000 Penalty: 5313.733887
	Iteration 23Q: 3 clusters Score -5218082 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40798 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -5218087.500000 Penalty: 5313.733887
	Iteration 24Q: 3 clusters Score -5218088 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40849 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -5218100.000000 Penalty: 5313.733887
	Iteration 25Q: 3 clusters Score -5218100 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40892 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -5218105.500000 Penalty: 5313.733887
	Iteration 26Q: 3 clusters Score -5218106 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40942 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -5218110.000000 Penalty: 5313.733887
	Iteration 27Q: 3 clusters Score -5218110 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40990 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -5218118.000000 Penalty: 5313.733887
	Iteration 28Q: 3 clusters Score -5218118 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41035 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -5218121.000000 Penalty: 5313.733887
	Iteration 29Q: 3 clusters Score -5218121 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41073 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -5218118.000000 Penalty: 5313.733887
	Iteration 30Q: 3 clusters Score -5218118 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41104 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -5218115.500000 Penalty: 5313.733887
	Iteration 31Q: 3 clusters Score -5218116 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41128 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -5218118.000000 Penalty: 5313.733887
	Iteration 32Q: 3 clusters Score -5218118 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41155 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -5218130.500000 Penalty: 5313.733887
	Iteration 33Q: 3 clusters Score -5218130 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41171 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -5218131.000000 Penalty: 5313.733887
	Iteration 34Q: 3 clusters Score -5218131 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41196 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -5218131.000000 Penalty: 5313.733887
	Iteration 35Q: 3 clusters Score -5218131 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41215 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -5218133.500000 Penalty: 5313.733887
	Iteration 36Q: 3 clusters Score -5218134 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41226 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -5218129.500000 Penalty: 5313.733887
	Iteration 37Q: 3 clusters Score -5218130 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41239 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -5218138.000000 Penalty: 5313.733887
	Iteration 38Q: 3 clusters Score -5218138 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41251 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -5218145.000000 Penalty: 5313.733887
	Iteration 39Q: 3 clusters Score -5218145 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41258 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -5218142.000000 Penalty: 5313.733887
	Iteration 40F: 3 clusters Score -5218142 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41267 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -5218144.500000 Penalty: 5313.733887
	Iteration 41Q: 3 clusters Score -5218144 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41277 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -5218149.500000 Penalty: 5313.733887
	Iteration 42Q: 3 clusters Score -5218150 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41290 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -5218159.500000 Penalty: 5313.733887
	Iteration 43Q: 3 clusters Score -5218160 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41300 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -5218152.000000 Penalty: 5313.733887
	Iteration 44Q: 3 clusters Score -5218152 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41308 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -5218152.000000 Penalty: 5313.733887
	Iteration 45Q: 3 clusters Score -5218152 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41321 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -5218164.000000 Penalty: 5313.733887
	Iteration 46Q: 3 clusters Score -5218164 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41337 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -5218155.500000 Penalty: 5313.733887
	Iteration 47Q: 3 clusters Score -5218156 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41354 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -5218161.500000 Penalty: 5313.733887
	Iteration 48Q: 3 clusters Score -5218162 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41365 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -5218158.000000 Penalty: 5313.733887
	Iteration 49Q: 3 clusters Score -5218158 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41372 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -5218160.000000 Penalty: 5313.733887
	Iteration 50Q: 3 clusters Score -5218160 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41380 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -5218164.500000 Penalty: 5313.733887
	Iteration 51Q: 3 clusters Score -5218164 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41387 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -5218159.500000 Penalty: 5313.733887
	Iteration 52Q: 3 clusters Score -5218160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41391 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -5218164.000000 Penalty: 5313.733887
	Iteration 53Q: 3 clusters Score -5218164 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41397 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -5218166.000000 Penalty: 5313.733887
	Iteration 54Q: 3 clusters Score -5218166 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41404 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -5218167.500000 Penalty: 5313.733887
	Iteration 55Q: 3 clusters Score -5218168 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41410 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -5218164.000000 Penalty: 5313.733887
	Iteration 56Q: 3 clusters Score -5218164 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41417 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -5218167.000000 Penalty: 5313.733887
	Iteration 57Q: 3 clusters Score -5218167 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41421 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -5218166.000000 Penalty: 5313.733887
	Iteration 58Q: 3 clusters Score -5218166 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41421 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -5218166.000000 Penalty: 5313.733887
	Iteration 59F: 3 clusters Score -5218166 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (17940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17940 members 
Entering Unmasked Estep 
Score: -1958734.875000 Penalty: 2429.107422
	Iteration 0F: 2 clusters Score -1958735 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -1946071.875000 Penalty: 4858.214844
	Iteration 0F: 3 clusters Score -1946072 nChanged 7830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -1950699.750000 Penalty: 4858.214844
	Iteration 1F: 3 clusters Score -1950700 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -1951664.125000 Penalty: 4858.214844
	Iteration 2F: 3 clusters Score -1951664 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -1952673.500000 Penalty: 4858.214844
	Iteration 3F: 3 clusters Score -1952674 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -1953481.375000 Penalty: 4858.214844
	Iteration 4F: 3 clusters Score -1953481 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -1954035.000000 Penalty: 4858.214844
	Iteration 5F: 3 clusters Score -1954035 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -1954413.125000 Penalty: 4858.214844
	Iteration 6Q: 3 clusters Score -1954413 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -1954703.125000 Penalty: 4858.214844
	Iteration 7Q: 3 clusters Score -1954703 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -1954922.375000 Penalty: 4858.214844
	Iteration 8Q: 3 clusters Score -1954922 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -1955190.000000 Penalty: 4858.214844
	Iteration 9Q: 3 clusters Score -1955190 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -1955483.000000 Penalty: 4858.214844
	Iteration 10Q: 3 clusters Score -1955483 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -1955786.500000 Penalty: 4858.214844
	Iteration 11Q: 3 clusters Score -1955786 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -1956106.625000 Penalty: 4858.214844
	Iteration 12Q: 3 clusters Score -1956107 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -1956462.000000 Penalty: 4858.214844
	Iteration 13Q: 3 clusters Score -1956462 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -1956859.375000 Penalty: 4858.214844
	Iteration 14Q: 3 clusters Score -1956859 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -1957332.375000 Penalty: 4858.214844
	Iteration 15Q: 3 clusters Score -1957332 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -1957830.875000 Penalty: 4858.214844
	Iteration 16Q: 3 clusters Score -1957831 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -1958336.875000 Penalty: 4858.214844
	Iteration 17Q: 3 clusters Score -1958337 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -1958868.375000 Penalty: 4858.214844
	Iteration 18Q: 3 clusters Score -1958868 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -1959413.875000 Penalty: 4858.214844
	Iteration 19Q: 3 clusters Score -1959414 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -1960028.125000 Penalty: 4858.214844
	Iteration 20F: 3 clusters Score -1960028 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -1960649.125000 Penalty: 4858.214844
	Iteration 21Q: 3 clusters Score -1960649 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -1961097.500000 Penalty: 4858.214844
	Iteration 22Q: 3 clusters Score -1961098 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -1961471.875000 Penalty: 4858.214844
	Iteration 23Q: 3 clusters Score -1961472 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -1961877.625000 Penalty: 4858.214844
	Iteration 24Q: 3 clusters Score -1961878 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -1962555.750000 Penalty: 4858.214844
	Iteration 25Q: 3 clusters Score -1962556 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -1964106.375000 Penalty: 4858.214844
	Iteration 26Q: 3 clusters Score -1964106 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -1967964.250000 Penalty: 4858.214844
	Iteration 27F: 3 clusters Score -1967964 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -1973306.750000 Penalty: 4858.214844
	Iteration 28F: 3 clusters Score -1973307 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -1974019.125000 Penalty: 4858.214844
	Iteration 29Q: 3 clusters Score -1974019 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -1974021.375000 Penalty: 4858.214844
	Iteration 30Q: 3 clusters Score -1974021 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -1974021.375000 Penalty: 4858.214844
	Iteration 31F: 3 clusters Score -1974021 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 31460 members 
Mstep: Class 2 contains 53936 members 
Mstep: Class 3 contains 13951 members 
Mstep: Class 4 contains 1391 members 
Mstep: Class 5 contains 220924 members 
Mstep: Class 6 contains 3023 members 
Mstep: Class 7 contains 4257 members 
Mstep: Class 8 contains 240732 members 
Mstep: Class 9 contains 90707 members 
Mstep: Class 10 contains 56026 members 
Mstep: Class 11 contains 5122 members 
Mstep: Class 12 contains 44944 members 
Mstep: Class 13 contains 2981 members 
Mstep: Class 14 contains 11163 members 
Mstep: Class 15 contains 115207 members 
Mstep: Class 16 contains 220028 members 
Mstep: Class 17 contains 1346 members 
Mstep: Class 18 contains 8539 members 
Mstep: Class 19 contains 2031 members 
Mstep: Class 20 contains 11702 members 
Mstep: Class 21 contains 13068 members 
Mstep: Class 22 contains 200923 members 
Mstep: Class 23 contains 6777 members 
Entering Unmasked Estep 
Score: -155521520.000000 Penalty: 80558.601562
Splitting cluster 14 changes total score from -155485616.000000 to -155521520.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 15 (115207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115207 members 
Entering Unmasked Estep 
Score: -12782773.000000 Penalty: 2890.312500
	Iteration 0F: 2 clusters Score -1.278277e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57589 members 
Mstep: Class 2 contains 57618 members 
Entering Unmasked Estep 
Score: -12705614.000000 Penalty: 5780.625000
	Iteration 0F: 3 clusters Score -1.270561e+07 nChanged 54987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56314 members 
Mstep: Class 2 contains 58893 members 
Entering Unmasked Estep 
Score: -12740348.000000 Penalty: 5780.625000
	Iteration 1F: 3 clusters Score -1.274035e+07 nChanged 7113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54659 members 
Mstep: Class 2 contains 60548 members 
Entering Unmasked Estep 
Score: -12745714.000000 Penalty: 5780.625000
	Iteration 2F: 3 clusters Score -1.274571e+07 nChanged 8318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51501 members 
Mstep: Class 2 contains 63706 members 
Entering Unmasked Estep 
Score: -12751257.000000 Penalty: 5780.625000
	Iteration 3F: 3 clusters Score -1.275126e+07 nChanged 8163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47162 members 
Mstep: Class 2 contains 68045 members 
Entering Unmasked Estep 
Score: -12756311.000000 Penalty: 5780.625000
	Iteration 4F: 3 clusters Score -1.275631e+07 nChanged 7824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41874 members 
Mstep: Class 2 contains 73333 members 
Entering Unmasked Estep 
Score: -12761295.000000 Penalty: 5780.625000
	Iteration 5F: 3 clusters Score -1.27613e+07 nChanged 7461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35829 members 
Mstep: Class 2 contains 79378 members 
Entering Unmasked Estep 
Score: -12766526.000000 Penalty: 5780.625000
	Iteration 6F: 3 clusters Score -1.276653e+07 nChanged 7037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29498 members 
Mstep: Class 2 contains 85709 members 
Entering Unmasked Estep 
Score: -12772042.000000 Penalty: 5780.625000
	Iteration 7F: 3 clusters Score -1.277204e+07 nChanged 6441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23433 members 
Mstep: Class 2 contains 91774 members 
Entering Unmasked Estep 
Score: -12777557.000000 Penalty: 5780.625000
	Iteration 8F: 3 clusters Score -1.277756e+07 nChanged 5215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18420 members 
Mstep: Class 2 contains 96787 members 
Entering Unmasked Estep 
Score: -12782186.000000 Penalty: 5780.625000
	Iteration 9Q: 3 clusters Score -1.278219e+07 nChanged 3784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14758 members 
Mstep: Class 2 contains 100449 members 
Entering Unmasked Estep 
Score: -12785507.000000 Penalty: 5780.625000
	Iteration 10Q: 3 clusters Score -1.278551e+07 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 103073 members 
Entering Unmasked Estep 
Score: -12787849.000000 Penalty: 5780.625000
	Iteration 11Q: 3 clusters Score -1.278785e+07 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 104872 members 
Entering Unmasked Estep 
Score: -12788989.000000 Penalty: 5780.625000
	Iteration 12Q: 3 clusters Score -1.278899e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 106097 members 
Entering Unmasked Estep 
Score: -12789622.000000 Penalty: 5780.625000
	Iteration 13Q: 3 clusters Score -1.278962e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 107018 members 
Entering Unmasked Estep 
Score: -12790082.000000 Penalty: 5780.625000
	Iteration 14Q: 3 clusters Score -1.279008e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 107736 members 
Entering Unmasked Estep 
Score: -12790301.000000 Penalty: 5780.625000
	Iteration 15Q: 3 clusters Score -1.27903e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 108287 members 
Entering Unmasked Estep 
Score: -12790495.000000 Penalty: 5780.625000
	Iteration 16Q: 3 clusters Score -1.27905e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 108720 members 
Entering Unmasked Estep 
Score: -12790605.000000 Penalty: 5780.625000
	Iteration 17Q: 3 clusters Score -1.27906e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 109078 members 
Entering Unmasked Estep 
Score: -12790771.000000 Penalty: 5780.625000
	Iteration 18Q: 3 clusters Score -1.279077e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 109382 members 
Entering Unmasked Estep 
Score: -12790861.000000 Penalty: 5780.625000
	Iteration 19Q: 3 clusters Score -1.279086e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 109653 members 
Entering Unmasked Estep 
Score: -12790980.000000 Penalty: 5780.625000
	Iteration 20F: 3 clusters Score -1.279098e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 109858 members 
Entering Unmasked Estep 
Score: -12791039.000000 Penalty: 5780.625000
	Iteration 21Q: 3 clusters Score -1.279104e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 110015 members 
Entering Unmasked Estep 
Score: -12791096.000000 Penalty: 5780.625000
	Iteration 22Q: 3 clusters Score -1.27911e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 110143 members 
Entering Unmasked Estep 
Score: -12791081.000000 Penalty: 5780.625000
	Iteration 23Q: 3 clusters Score -1.279108e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 110231 members 
Entering Unmasked Estep 
Score: -12791110.000000 Penalty: 5780.625000
	Iteration 24Q: 3 clusters Score -1.279111e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 110299 members 
Entering Unmasked Estep 
Score: -12791135.000000 Penalty: 5780.625000
	Iteration 25Q: 3 clusters Score -1.279114e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 110344 members 
Entering Unmasked Estep 
Score: -12791127.000000 Penalty: 5780.625000
	Iteration 26Q: 3 clusters Score -1.279113e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 110390 members 
Entering Unmasked Estep 
Score: -12791162.000000 Penalty: 5780.625000
	Iteration 27Q: 3 clusters Score -1.279116e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 110420 members 
Entering Unmasked Estep 
Score: -12791157.000000 Penalty: 5780.625000
	Iteration 28Q: 3 clusters Score -1.279116e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 110444 members 
Entering Unmasked Estep 
Score: -12791164.000000 Penalty: 5780.625000
	Iteration 29Q: 3 clusters Score -1.279116e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 110464 members 
Entering Unmasked Estep 
Score: -12791167.000000 Penalty: 5780.625000
	Iteration 30Q: 3 clusters Score -1.279117e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 110482 members 
Entering Unmasked Estep 
Score: -12791165.000000 Penalty: 5780.625000
	Iteration 31Q: 3 clusters Score -1.279116e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 110493 members 
Entering Unmasked Estep 
Score: -12791176.000000 Penalty: 5780.625000
	Iteration 32Q: 3 clusters Score -1.279118e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 110500 members 
Entering Unmasked Estep 
Score: -12791169.000000 Penalty: 5780.625000
	Iteration 33Q: 3 clusters Score -1.279117e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 110509 members 
Entering Unmasked Estep 
Score: -12791179.000000 Penalty: 5780.625000
	Iteration 34Q: 3 clusters Score -1.279118e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 110522 members 
Entering Unmasked Estep 
Score: -12791178.000000 Penalty: 5780.625000
	Iteration 35Q: 3 clusters Score -1.279118e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 110529 members 
Entering Unmasked Estep 
Score: -12791170.000000 Penalty: 5780.625000
	Iteration 36Q: 3 clusters Score -1.279117e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 110535 members 
Entering Unmasked Estep 
Score: -12791162.000000 Penalty: 5780.625000
	Iteration 37Q: 3 clusters Score -1.279116e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 110540 members 
Entering Unmasked Estep 
Score: -12791160.000000 Penalty: 5780.625000
	Iteration 38Q: 3 clusters Score -1.279116e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 110543 members 
Entering Unmasked Estep 
Score: -12791176.000000 Penalty: 5780.625000
	Iteration 39Q: 3 clusters Score -1.279118e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 110546 members 
Entering Unmasked Estep 
Score: -12791167.000000 Penalty: 5780.625000
	Iteration 40F: 3 clusters Score -1.279117e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 31460 members 
Mstep: Class 2 contains 53936 members 
Mstep: Class 3 contains 13951 members 
Mstep: Class 4 contains 1391 members 
Mstep: Class 5 contains 220924 members 
Mstep: Class 6 contains 3023 members 
Mstep: Class 7 contains 4257 members 
Mstep: Class 8 contains 240732 members 
Mstep: Class 9 contains 90707 members 
Mstep: Class 10 contains 56026 members 
Mstep: Class 11 contains 5122 members 
Mstep: Class 12 contains 44944 members 
Mstep: Class 13 contains 2981 members 
Mstep: Class 14 contains 11163 members 
Mstep: Class 15 contains 4661 members 
Mstep: Class 16 contains 220028 members 
Mstep: Class 17 contains 1346 members 
Mstep: Class 18 contains 8539 members 
Mstep: Class 19 contains 2031 members 
Mstep: Class 20 contains 11702 members 
Mstep: Class 21 contains 13068 members 
Mstep: Class 22 contains 200923 members 
Mstep: Class 23 contains 6777 members 
Mstep: Class 24 contains 110546 members 
Entering Unmasked Estep 
Score: -155528864.000000 Penalty: 84061.156250
Splitting cluster 15 changes total score from -155485616.000000 to -155528864.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 17 (1346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Entering Unmasked Estep 
Score: -146629.750000 Penalty: 1786.813354
	Iteration 0F: 2 clusters Score -146629.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -144487.562500 Penalty: 3573.626709
	Iteration 0F: 3 clusters Score -144487.6 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -144909.703125 Penalty: 3573.626709
	Iteration 1F: 3 clusters Score -144909.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -145336.203125 Penalty: 3573.626709
	Iteration 2F: 3 clusters Score -145336.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -145705.578125 Penalty: 3573.626709
	Iteration 3F: 3 clusters Score -145705.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -145944.484375 Penalty: 3573.626709
	Iteration 4F: 3 clusters Score -145944.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -146138.265625 Penalty: 3573.626709
	Iteration 5F: 3 clusters Score -146138.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -146296.750000 Penalty: 3573.626709
	Iteration 6Q: 3 clusters Score -146296.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -146381.140625 Penalty: 3573.626709
	Iteration 7Q: 3 clusters Score -146381.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -146455.859375 Penalty: 3573.626709
	Iteration 8Q: 3 clusters Score -146455.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -146534.375000 Penalty: 3573.626709
	Iteration 9Q: 3 clusters Score -146534.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -146553.953125 Penalty: 3573.626709
	Iteration 10Q: 3 clusters Score -146554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -146557.015625 Penalty: 3573.626709
	Iteration 11Q: 3 clusters Score -146557 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -146557.015625 Penalty: 3573.626709
	Iteration 12F: 3 clusters Score -146557 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (8539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Entering Unmasked Estep 
Score: -892257.125000 Penalty: 2244.995117
	Iteration 0F: 2 clusters Score -892257.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -885568.000000 Penalty: 4489.990234
	Iteration 0F: 3 clusters Score -885568 nChanged 3574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -889368.812500 Penalty: 4489.990234
	Iteration 1F: 3 clusters Score -889368.8 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -892028.187500 Penalty: 4489.990234
	Iteration 2F: 3 clusters Score -892028.2 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -893982.250000 Penalty: 4489.990234
	Iteration 3F: 3 clusters Score -893982.2 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -895109.750000 Penalty: 4489.990234
	Iteration 4F: 3 clusters Score -895109.8 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -895950.812500 Penalty: 4489.990234
	Iteration 5F: 3 clusters Score -895950.8 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -896333.937500 Penalty: 4489.990234
	Iteration 6Q: 3 clusters Score -896333.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -896605.937500 Penalty: 4489.990234
	Iteration 7Q: 3 clusters Score -896605.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -896828.437500 Penalty: 4489.990234
	Iteration 8Q: 3 clusters Score -896828.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -896997.375000 Penalty: 4489.990234
	Iteration 9Q: 3 clusters Score -896997.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -897137.812500 Penalty: 4489.990234
	Iteration 10Q: 3 clusters Score -897137.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -897256.125000 Penalty: 4489.990234
	Iteration 11Q: 3 clusters Score -897256.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -897360.125000 Penalty: 4489.990234
	Iteration 12Q: 3 clusters Score -897360.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -897422.125000 Penalty: 4489.990234
	Iteration 13Q: 3 clusters Score -897422.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -897442.312500 Penalty: 4489.990234
	Iteration 14Q: 3 clusters Score -897442.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -897454.437500 Penalty: 4489.990234
	Iteration 15Q: 3 clusters Score -897454.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -897456.437500 Penalty: 4489.990234
	Iteration 16Q: 3 clusters Score -897456.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -897458.500000 Penalty: 4489.990234
	Iteration 17Q: 3 clusters Score -897458.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -897462.812500 Penalty: 4489.990234
	Iteration 18Q: 3 clusters Score -897462.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -897464.937500 Penalty: 4489.990234
	Iteration 19Q: 3 clusters Score -897464.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -897464.937500 Penalty: 4489.990234
	Iteration 20F: 3 clusters Score -897464.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 31460 members 
Mstep: Class 2 contains 53936 members 
Mstep: Class 3 contains 13951 members 
Mstep: Class 4 contains 1391 members 
Mstep: Class 5 contains 220924 members 
Mstep: Class 6 contains 3023 members 
Mstep: Class 7 contains 4257 members 
Mstep: Class 8 contains 240732 members 
Mstep: Class 9 contains 90707 members 
Mstep: Class 10 contains 56026 members 
Mstep: Class 11 contains 5122 members 
Mstep: Class 12 contains 44944 members 
Mstep: Class 13 contains 2981 members 
Mstep: Class 14 contains 11163 members 
Mstep: Class 15 contains 4661 members 
Mstep: Class 16 contains 220028 members 
Mstep: Class 17 contains 1346 members 
Mstep: Class 18 contains 4826 members 
Mstep: Class 19 contains 2031 members 
Mstep: Class 20 contains 11702 members 
Mstep: Class 21 contains 13068 members 
Mstep: Class 22 contains 200923 members 
Mstep: Class 23 contains 6777 members 
Mstep: Class 24 contains 110546 members 
Mstep: Class 25 contains 3713 members 
Entering Unmasked Estep 
Score: -155533520.000000 Penalty: 87563.703125
Splitting cluster 18 changes total score from -155485616.000000 to -155533520.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 19 (2031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Entering Unmasked Estep 
Score: -208339.375000 Penalty: 1888.838257
	Iteration 0F: 2 clusters Score -208339.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -205903.218750 Penalty: 3777.676514
	Iteration 0F: 3 clusters Score -205903.2 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -207224.046875 Penalty: 3777.676514
	Iteration 1F: 3 clusters Score -207224 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -208204.546875 Penalty: 3777.676514
	Iteration 2F: 3 clusters Score -208204.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -208852.671875 Penalty: 3777.676514
	Iteration 3F: 3 clusters Score -208852.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -209420.828125 Penalty: 3777.676514
	Iteration 4F: 3 clusters Score -209420.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -210020.234375 Penalty: 3777.676514
	Iteration 5F: 3 clusters Score -210020.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -210605.093750 Penalty: 3777.676514
	Iteration 6F: 3 clusters Score -210605.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -210933.328125 Penalty: 3777.676514
	Iteration 7Q: 3 clusters Score -210933.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -211082.609375 Penalty: 3777.676514
	Iteration 8Q: 3 clusters Score -211082.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -211251.515625 Penalty: 3777.676514
	Iteration 9Q: 3 clusters Score -211251.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -211464.140625 Penalty: 3777.676514
	Iteration 10Q: 3 clusters Score -211464.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -211585.046875 Penalty: 3777.676514
	Iteration 11Q: 3 clusters Score -211585 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -211760.125000 Penalty: 3777.676514
	Iteration 12Q: 3 clusters Score -211760.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -211804.906250 Penalty: 3777.676514
	Iteration 13Q: 3 clusters Score -211804.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -211805.531250 Penalty: 3777.676514
	Iteration 14Q: 3 clusters Score -211805.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -211805.531250 Penalty: 3777.676514
	Iteration 15F: 3 clusters Score -211805.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 31460 members 
Mstep: Class 2 contains 53936 members 
Mstep: Class 3 contains 13951 members 
Mstep: Class 4 contains 1391 members 
Mstep: Class 5 contains 220924 members 
Mstep: Class 6 contains 3023 members 
Mstep: Class 7 contains 4257 members 
Mstep: Class 8 contains 240732 members 
Mstep: Class 9 contains 90707 members 
Mstep: Class 10 contains 56026 members 
Mstep: Class 11 contains 5122 members 
Mstep: Class 12 contains 44944 members 
Mstep: Class 13 contains 2981 members 
Mstep: Class 14 contains 11163 members 
Mstep: Class 15 contains 4661 members 
Mstep: Class 16 contains 220028 members 
Mstep: Class 17 contains 1346 members 
Mstep: Class 18 contains 4826 members 
Mstep: Class 19 contains 1167 members 
Mstep: Class 20 contains 11702 members 
Mstep: Class 21 contains 13068 members 
Mstep: Class 22 contains 200923 members 
Mstep: Class 23 contains 6777 members 
Mstep: Class 24 contains 110546 members 
Mstep: Class 25 contains 3713 members 
Mstep: Class 26 contains 864 members 
Entering Unmasked Estep 
Score: -155535392.000000 Penalty: 91066.250000
Splitting cluster 19 changes total score from -155485616.000000 to -155535392.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 20 (11702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Entering Unmasked Estep 
Score: -1284015.250000 Penalty: 2323.143555
	Iteration 0F: 2 clusters Score -1284015 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -1275207.125000 Penalty: 4646.287109
	Iteration 0F: 3 clusters Score -1275207 nChanged 4996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -1278540.125000 Penalty: 4646.287109
	Iteration 1F: 3 clusters Score -1278540 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -1280003.750000 Penalty: 4646.287109
	Iteration 2F: 3 clusters Score -1280004 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -1281553.750000 Penalty: 4646.287109
	Iteration 3F: 3 clusters Score -1281554 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -1282628.375000 Penalty: 4646.287109
	Iteration 4F: 3 clusters Score -1282628 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -1283402.875000 Penalty: 4646.287109
	Iteration 5F: 3 clusters Score -1283403 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -1283909.250000 Penalty: 4646.287109
	Iteration 6F: 3 clusters Score -1283909 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -1284265.750000 Penalty: 4646.287109
	Iteration 7Q: 3 clusters Score -1284266 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -1284577.750000 Penalty: 4646.287109
	Iteration 8Q: 3 clusters Score -1284578 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -1284858.375000 Penalty: 4646.287109
	Iteration 9Q: 3 clusters Score -1284858 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -1285199.250000 Penalty: 4646.287109
	Iteration 10Q: 3 clusters Score -1285199 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -1285695.500000 Penalty: 4646.287109
	Iteration 11Q: 3 clusters Score -1285696 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -1286255.625000 Penalty: 4646.287109
	Iteration 12Q: 3 clusters Score -1286256 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -1286695.875000 Penalty: 4646.287109
	Iteration 13Q: 3 clusters Score -1286696 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -1286900.750000 Penalty: 4646.287109
	Iteration 14Q: 3 clusters Score -1286901 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -1286995.875000 Penalty: 4646.287109
	Iteration 15Q: 3 clusters Score -1286996 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -1287046.750000 Penalty: 4646.287109
	Iteration 16Q: 3 clusters Score -1287047 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -1287083.250000 Penalty: 4646.287109
	Iteration 17Q: 3 clusters Score -1287083 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -1287103.375000 Penalty: 4646.287109
	Iteration 18Q: 3 clusters Score -1287103 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1287130.375000 Penalty: 4646.287109
	Iteration 19Q: 3 clusters Score -1287130 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -1287162.125000 Penalty: 4646.287109
	Iteration 20F: 3 clusters Score -1287162 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -1287206.000000 Penalty: 4646.287109
	Iteration 21Q: 3 clusters Score -1287206 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -1287251.375000 Penalty: 4646.287109
	Iteration 22Q: 3 clusters Score -1287251 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -1287285.750000 Penalty: 4646.287109
	Iteration 23Q: 3 clusters Score -1287286 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -1287305.375000 Penalty: 4646.287109
	Iteration 24Q: 3 clusters Score -1287305 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -1287317.500000 Penalty: 4646.287109
	Iteration 25Q: 3 clusters Score -1287318 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -1287326.375000 Penalty: 4646.287109
	Iteration 26Q: 3 clusters Score -1287326 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -1287326.125000 Penalty: 4646.287109
	Iteration 27Q: 3 clusters Score -1287326 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -1287328.375000 Penalty: 4646.287109
	Iteration 28Q: 3 clusters Score -1287328 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -1287328.750000 Penalty: 4646.287109
	Iteration 29Q: 3 clusters Score -1287329 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -1287330.375000 Penalty: 4646.287109
	Iteration 30Q: 3 clusters Score -1287330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -1287328.250000 Penalty: 4646.287109
	Iteration 31Q: 3 clusters Score -1287328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -1287332.375000 Penalty: 4646.287109
	Iteration 32Q: 3 clusters Score -1287332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -1287331.625000 Penalty: 4646.287109
	Iteration 33Q: 3 clusters Score -1287332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -1287332.250000 Penalty: 4646.287109
	Iteration 34Q: 3 clusters Score -1287332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -1287332.875000 Penalty: 4646.287109
	Iteration 35Q: 3 clusters Score -1287333 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -1287333.625000 Penalty: 4646.287109
	Iteration 36Q: 3 clusters Score -1287334 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -1287333.625000 Penalty: 4646.287109
	Iteration 37F: 3 clusters Score -1287334 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 31460 members 
Mstep: Class 2 contains 53936 members 
Mstep: Class 3 contains 13951 members 
Mstep: Class 4 contains 1391 members 
Mstep: Class 5 contains 220924 members 
Mstep: Class 6 contains 3023 members 
Mstep: Class 7 contains 4257 members 
Mstep: Class 8 contains 240732 members 
Mstep: Class 9 contains 90707 members 
Mstep: Class 10 contains 56026 members 
Mstep: Class 11 contains 5122 members 
Mstep: Class 12 contains 44944 members 
Mstep: Class 13 contains 2981 members 
Mstep: Class 14 contains 11163 members 
Mstep: Class 15 contains 4661 members 
Mstep: Class 16 contains 220028 members 
Mstep: Class 17 contains 1346 members 
Mstep: Class 18 contains 4826 members 
Mstep: Class 19 contains 1167 members 
Mstep: Class 20 contains 8736 members 
Mstep: Class 21 contains 13068 members 
Mstep: Class 22 contains 200923 members 
Mstep: Class 23 contains 6777 members 
Mstep: Class 24 contains 110546 members 
Mstep: Class 25 contains 3713 members 
Mstep: Class 26 contains 864 members 
Mstep: Class 27 contains 2966 members 
Entering Unmasked Estep 
Score: -155537040.000000 Penalty: 94568.796875
Splitting cluster 20 changes total score from -155485616.000000 to -155537040.000000
So it's getting split into cluster 27.
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 31460 members 
Mstep: Class 2 contains 53936 members 
Mstep: Class 4 contains 1391 members 
Mstep: Class 5 contains 220924 members 
Mstep: Class 6 contains 3023 members 
Mstep: Class 7 contains 4257 members 
Mstep: Class 8 contains 240732 members 
Mstep: Class 9 contains 90707 members 
Mstep: Class 11 contains 5122 members 
Mstep: Class 12 contains 44944 members 
Mstep: Class 14 contains 11163 members 
Mstep: Class 15 contains 4661 members 
Mstep: Class 17 contains 1346 members 
Mstep: Class 18 contains 4826 members 
Mstep: Class 19 contains 1167 members 
Mstep: Class 20 contains 8736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155549936.000000 Penalty: 94568.796875
Iteration 39Q: 28 clusters Score -1.555499e+08 nChanged 21693
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 30982 members 
Mstep: Class 2 contains 54233 members 
Mstep: Class 3 contains 13938 members 
Mstep: Class 4 contains 1736 members 
Mstep: Class 5 contains 222583 members 
Mstep: Class 6 contains 2989 members 
Mstep: Class 7 contains 4630 members 
Mstep: Class 8 contains 241921 members 
Mstep: Class 9 contains 90573 members 
Mstep: Class 10 contains 54519 members 
Mstep: Class 11 contains 5547 members 
Mstep: Class 12 contains 44897 members 
Mstep: Class 13 contains 2917 members 
Mstep: Class 14 contains 11234 members 
Mstep: Class 15 contains 5037 members 
Mstep: Class 16 contains 218954 members 
Mstep: Class 17 contains 1308 members 
Mstep: Class 18 contains 5308 members 
Mstep: Class 19 contains 1167 members 
Mstep: Class 20 contains 9983 members 
Mstep: Class 21 contains 15326 members 
Mstep: Class 22 contains 197522 members 
Mstep: Class 23 contains 8130 members 
Mstep: Class 24 contains 107995 members 
Mstep: Class 25 contains 3018 members 
Mstep: Class 26 contains 900 members 
Mstep: Class 27 contains 2891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155560128.000000 Penalty: 94568.796875
Iteration 40F: 28 clusters Score -1.555601e+08 nChanged 17049
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 30353 members 
Mstep: Class 2 contains 53588 members 
Mstep: Class 3 contains 13990 members 
Mstep: Class 4 contains 1841 members 
Mstep: Class 5 contains 223279 members 
Mstep: Class 6 contains 2816 members 
Mstep: Class 7 contains 4942 members 
Mstep: Class 8 contains 239704 members 
Mstep: Class 9 contains 90590 members 
Mstep: Class 10 contains 53932 members 
Mstep: Class 11 contains 5868 members 
Mstep: Class 12 contains 44817 members 
Mstep: Class 13 contains 3595 members 
Mstep: Class 14 contains 11273 members 
Mstep: Class 15 contains 5216 members 
Mstep: Class 16 contains 217931 members 
Mstep: Class 17 contains 1283 members 
Mstep: Class 18 contains 5373 members 
Mstep: Class 19 contains 1168 members 
Mstep: Class 20 contains 10709 members 
Mstep: Class 21 contains 17135 members 
Mstep: Class 22 contains 197033 members 
Mstep: Class 23 contains 8961 members 
Mstep: Class 24 contains 107609 members 
Mstep: Class 25 contains 2937 members 
Mstep: Class 26 contains 1036 members 
Mstep: Class 27 contains 3260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155564800.000000 Penalty: 94568.796875
Iteration 41Q: 28 clusters Score -1.555648e+08 nChanged 11535
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 29959 members 
Mstep: Class 2 contains 53145 members 
Mstep: Class 3 contains 13965 members 
Mstep: Class 4 contains 1909 members 
Mstep: Class 5 contains 223955 members 
Mstep: Class 6 contains 2789 members 
Mstep: Class 7 contains 5226 members 
Mstep: Class 8 contains 237784 members 
Mstep: Class 9 contains 90691 members 
Mstep: Class 10 contains 53463 members 
Mstep: Class 11 contains 6193 members 
Mstep: Class 12 contains 44785 members 
Mstep: Class 13 contains 4037 members 
Mstep: Class 14 contains 11285 members 
Mstep: Class 15 contains 5445 members 
Mstep: Class 16 contains 217043 members 
Mstep: Class 17 contains 1280 members 
Mstep: Class 18 contains 5395 members 
Mstep: Class 19 contains 1169 members 
Mstep: Class 20 contains 11238 members 
Mstep: Class 21 contains 18755 members 
Mstep: Class 22 contains 196661 members 
Mstep: Class 23 contains 9408 members 
Mstep: Class 24 contains 107184 members 
Mstep: Class 25 contains 2929 members 
Mstep: Class 26 contains 1079 members 
Mstep: Class 27 contains 3467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155567056.000000 Penalty: 94568.796875
Iteration 42Q: 28 clusters Score -1.555671e+08 nChanged 9066
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 29679 members 
Mstep: Class 2 contains 52818 members 
Mstep: Class 3 contains 13902 members 
Mstep: Class 4 contains 1948 members 
Mstep: Class 5 contains 224700 members 
Mstep: Class 6 contains 2787 members 
Mstep: Class 7 contains 5418 members 
Mstep: Class 8 contains 236189 members 
Mstep: Class 9 contains 90869 members 
Mstep: Class 10 contains 53121 members 
Mstep: Class 11 contains 6480 members 
Mstep: Class 12 contains 44763 members 
Mstep: Class 13 contains 4370 members 
Mstep: Class 14 contains 11294 members 
Mstep: Class 15 contains 5676 members 
Mstep: Class 16 contains 216450 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 5402 members 
Mstep: Class 19 contains 1169 members 
Mstep: Class 20 contains 11563 members 
Mstep: Class 21 contains 20180 members 
Mstep: Class 22 contains 196316 members 
Mstep: Class 23 contains 9641 members 
Mstep: Class 24 contains 106582 members 
Mstep: Class 25 contains 2949 members 
Mstep: Class 26 contains 1102 members 
Mstep: Class 27 contains 3592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155568656.000000 Penalty: 94568.796875
Iteration 43Q: 28 clusters Score -1.555687e+08 nChanged 7640
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 29444 members 
Mstep: Class 2 contains 52628 members 
Mstep: Class 3 contains 13794 members 
Mstep: Class 4 contains 1977 members 
Mstep: Class 5 contains 225347 members 
Mstep: Class 6 contains 2787 members 
Mstep: Class 7 contains 5567 members 
Mstep: Class 8 contains 234858 members 
Mstep: Class 9 contains 91018 members 
Mstep: Class 10 contains 52869 members 
Mstep: Class 11 contains 6782 members 
Mstep: Class 12 contains 44761 members 
Mstep: Class 13 contains 4612 members 
Mstep: Class 14 contains 11300 members 
Mstep: Class 15 contains 5876 members 
Mstep: Class 16 contains 216053 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 5414 members 
Mstep: Class 19 contains 1169 members 
Mstep: Class 20 contains 11765 members 
Mstep: Class 21 contains 21408 members 
Mstep: Class 22 contains 196006 members 
Mstep: Class 23 contains 9776 members 
Mstep: Class 24 contains 105962 members 
Mstep: Class 25 contains 2973 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 3703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155570160.000000 Penalty: 94568.796875
Iteration 44Q: 28 clusters Score -1.555702e+08 nChanged 6550
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 29246 members 
Mstep: Class 2 contains 52514 members 
Mstep: Class 3 contains 13688 members 
Mstep: Class 4 contains 1993 members 
Mstep: Class 5 contains 226014 members 
Mstep: Class 6 contains 2783 members 
Mstep: Class 7 contains 5653 members 
Mstep: Class 8 contains 233671 members 
Mstep: Class 9 contains 91206 members 
Mstep: Class 10 contains 52690 members 
Mstep: Class 11 contains 7055 members 
Mstep: Class 12 contains 44763 members 
Mstep: Class 13 contains 4779 members 
Mstep: Class 14 contains 11307 members 
Mstep: Class 15 contains 6072 members 
Mstep: Class 16 contains 215791 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 5415 members 
Mstep: Class 19 contains 1169 members 
Mstep: Class 20 contains 11879 members 
Mstep: Class 21 contains 22488 members 
Mstep: Class 22 contains 195718 members 
Mstep: Class 23 contains 9825 members 
Mstep: Class 24 contains 105324 members 
Mstep: Class 25 contains 2999 members 
Mstep: Class 26 contains 1113 members 
Mstep: Class 27 contains 3804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155570496.000000 Penalty: 94568.796875
Iteration 45Q: 28 clusters Score -1.555705e+08 nChanged 5510
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 29092 members 
Mstep: Class 2 contains 52441 members 
Mstep: Class 3 contains 13593 members 
Mstep: Class 4 contains 2004 members 
Mstep: Class 5 contains 226634 members 
Mstep: Class 6 contains 2794 members 
Mstep: Class 7 contains 5676 members 
Mstep: Class 8 contains 232670 members 
Mstep: Class 9 contains 91359 members 
Mstep: Class 10 contains 52567 members 
Mstep: Class 11 contains 7297 members 
Mstep: Class 12 contains 44766 members 
Mstep: Class 13 contains 4888 members 
Mstep: Class 14 contains 11310 members 
Mstep: Class 15 contains 6216 members 
Mstep: Class 16 contains 215628 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 5423 members 
Mstep: Class 19 contains 1169 members 
Mstep: Class 20 contains 11957 members 
Mstep: Class 21 contains 23387 members 
Mstep: Class 22 contains 195527 members 
Mstep: Class 23 contains 9840 members 
Mstep: Class 24 contains 104701 members 
Mstep: Class 25 contains 3010 members 
Mstep: Class 26 contains 1113 members 
Mstep: Class 27 contains 3897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155571008.000000 Penalty: 94568.796875
Iteration 46Q: 28 clusters Score -1.55571e+08 nChanged 4813
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28959 members 
Mstep: Class 2 contains 52422 members 
Mstep: Class 3 contains 13498 members 
Mstep: Class 4 contains 2007 members 
Mstep: Class 5 contains 227243 members 
Mstep: Class 6 contains 2808 members 
Mstep: Class 7 contains 5657 members 
Mstep: Class 8 contains 231831 members 
Mstep: Class 9 contains 91533 members 
Mstep: Class 10 contains 52533 members 
Mstep: Class 11 contains 7538 members 
Mstep: Class 12 contains 44779 members 
Mstep: Class 13 contains 4966 members 
Mstep: Class 14 contains 11313 members 
Mstep: Class 15 contains 6342 members 
Mstep: Class 16 contains 215501 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 5437 members 
Mstep: Class 19 contains 1169 members 
Mstep: Class 20 contains 12009 members 
Mstep: Class 21 contains 24156 members 
Mstep: Class 22 contains 195288 members 
Mstep: Class 23 contains 9848 members 
Mstep: Class 24 contains 104032 members 
Mstep: Class 25 contains 2997 members 
Mstep: Class 26 contains 1112 members 
Mstep: Class 27 contains 3981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155571728.000000 Penalty: 94568.796875
Iteration 47Q: 28 clusters Score -1.555717e+08 nChanged 4333
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28815 members 
Mstep: Class 2 contains 52430 members 
Mstep: Class 3 contains 13400 members 
Mstep: Class 4 contains 2009 members 
Mstep: Class 5 contains 227822 members 
Mstep: Class 6 contains 2802 members 
Mstep: Class 7 contains 5626 members 
Mstep: Class 8 contains 231107 members 
Mstep: Class 9 contains 91716 members 
Mstep: Class 10 contains 52612 members 
Mstep: Class 11 contains 7752 members 
Mstep: Class 12 contains 44779 members 
Mstep: Class 13 contains 5016 members 
Mstep: Class 14 contains 11315 members 
Mstep: Class 15 contains 6456 members 
Mstep: Class 16 contains 215398 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 5459 members 
Mstep: Class 19 contains 1169 members 
Mstep: Class 20 contains 12051 members 
Mstep: Class 21 contains 24826 members 
Mstep: Class 22 contains 195097 members 
Mstep: Class 23 contains 9812 members 
Mstep: Class 24 contains 103311 members 
Mstep: Class 25 contains 3003 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 4065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155571600.000000 Penalty: 94568.796875
Iteration 48Q: 28 clusters Score -1.555716e+08 nChanged 3990
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28667 members 
Mstep: Class 2 contains 52434 members 
Mstep: Class 3 contains 13305 members 
Mstep: Class 4 contains 2011 members 
Mstep: Class 5 contains 228414 members 
Mstep: Class 6 contains 2814 members 
Mstep: Class 7 contains 5575 members 
Mstep: Class 8 contains 230453 members 
Mstep: Class 9 contains 91889 members 
Mstep: Class 10 contains 52760 members 
Mstep: Class 11 contains 7932 members 
Mstep: Class 12 contains 44782 members 
Mstep: Class 13 contains 5059 members 
Mstep: Class 14 contains 11313 members 
Mstep: Class 15 contains 6546 members 
Mstep: Class 16 contains 215372 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 5476 members 
Mstep: Class 19 contains 1169 members 
Mstep: Class 20 contains 12059 members 
Mstep: Class 21 contains 25364 members 
Mstep: Class 22 contains 194985 members 
Mstep: Class 23 contains 9766 members 
Mstep: Class 24 contains 102542 members 
Mstep: Class 25 contains 3014 members 
Mstep: Class 26 contains 1110 members 
Mstep: Class 27 contains 4148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155571504.000000 Penalty: 94568.796875
Iteration 49Q: 28 clusters Score -1.555715e+08 nChanged 3681
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28544 members 
Mstep: Class 2 contains 52446 members 
Mstep: Class 3 contains 13216 members 
Mstep: Class 4 contains 2017 members 
Mstep: Class 5 contains 229042 members 
Mstep: Class 6 contains 2821 members 
Mstep: Class 7 contains 5515 members 
Mstep: Class 8 contains 229924 members 
Mstep: Class 9 contains 92075 members 
Mstep: Class 10 contains 52916 members 
Mstep: Class 11 contains 8080 members 
Mstep: Class 12 contains 44784 members 
Mstep: Class 13 contains 5085 members 
Mstep: Class 14 contains 11313 members 
Mstep: Class 15 contains 6638 members 
Mstep: Class 16 contains 215362 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 5489 members 
Mstep: Class 19 contains 1169 members 
Mstep: Class 20 contains 12066 members 
Mstep: Class 21 contains 25797 members 
Mstep: Class 22 contains 194840 members 
Mstep: Class 23 contains 9729 members 
Mstep: Class 24 contains 101740 members 
Mstep: Class 25 contains 3033 members 
Mstep: Class 26 contains 1110 members 
Mstep: Class 27 contains 4208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155571792.000000 Penalty: 94568.796875
Iteration 50Q: 28 clusters Score -1.555718e+08 nChanged 3454
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28433 members 
Mstep: Class 2 contains 52469 members 
Mstep: Class 3 contains 13134 members 
Mstep: Class 4 contains 2023 members 
Mstep: Class 5 contains 229669 members 
Mstep: Class 6 contains 2825 members 
Mstep: Class 7 contains 5470 members 
Mstep: Class 8 contains 229455 members 
Mstep: Class 9 contains 92259 members 
Mstep: Class 10 contains 53069 members 
Mstep: Class 11 contains 8203 members 
Mstep: Class 12 contains 44787 members 
Mstep: Class 13 contains 5105 members 
Mstep: Class 14 contains 11309 members 
Mstep: Class 15 contains 6740 members 
Mstep: Class 16 contains 215363 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 5498 members 
Mstep: Class 19 contains 1169 members 
Mstep: Class 20 contains 12047 members 
Mstep: Class 21 contains 26149 members 
Mstep: Class 22 contains 194746 members 
Mstep: Class 23 contains 9702 members 
Mstep: Class 24 contains 100892 members 
Mstep: Class 25 contains 3052 members 
Mstep: Class 26 contains 1112 members 
Mstep: Class 27 contains 4279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155571280.000000 Penalty: 94568.796875
Iteration 51Q: 28 clusters Score -1.555713e+08 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28338 members 
Mstep: Class 2 contains 52500 members 
Mstep: Class 3 contains 13047 members 
Mstep: Class 4 contains 2026 members 
Mstep: Class 5 contains 230316 members 
Mstep: Class 6 contains 2824 members 
Mstep: Class 7 contains 5440 members 
Mstep: Class 8 contains 229090 members 
Mstep: Class 9 contains 92470 members 
Mstep: Class 10 contains 53267 members 
Mstep: Class 11 contains 8310 members 
Mstep: Class 12 contains 44787 members 
Mstep: Class 13 contains 5128 members 
Mstep: Class 14 contains 11309 members 
Mstep: Class 15 contains 6829 members 
Mstep: Class 16 contains 215343 members 
Mstep: Class 17 contains 1278 members 
Mstep: Class 18 contains 5498 members 
Mstep: Class 19 contains 1169 members 
Mstep: Class 20 contains 12019 members 
Mstep: Class 21 contains 26413 members 
Mstep: Class 22 contains 194706 members 
Mstep: Class 23 contains 9671 members 
Mstep: Class 24 contains 99934 members 
Mstep: Class 25 contains 3069 members 
Mstep: Class 26 contains 1114 members 
Mstep: Class 27 contains 4343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155571200.000000 Penalty: 94568.796875
Iteration 52Q: 28 clusters Score -1.555712e+08 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28217 members 
Mstep: Class 2 contains 52538 members 
Mstep: Class 3 contains 12967 members 
Mstep: Class 4 contains 2030 members 
Mstep: Class 5 contains 230976 members 
Mstep: Class 6 contains 2797 members 
Mstep: Class 7 contains 5393 members 
Mstep: Class 8 contains 228813 members 
Mstep: Class 9 contains 92669 members 
Mstep: Class 10 contains 53574 members 
Mstep: Class 11 contains 8426 members 
Mstep: Class 12 contains 44793 members 
Mstep: Class 13 contains 5141 members 
Mstep: Class 14 contains 11310 members 
Mstep: Class 15 contains 6922 members 
Mstep: Class 16 contains 215334 members 
Mstep: Class 17 contains 1275 members 
Mstep: Class 18 contains 5494 members 
Mstep: Class 19 contains 1169 members 
Mstep: Class 20 contains 11965 members 
Mstep: Class 21 contains 26628 members 
Mstep: Class 22 contains 194619 members 
Mstep: Class 23 contains 9640 members 
Mstep: Class 24 contains 98899 members 
Mstep: Class 25 contains 3104 members 
Mstep: Class 26 contains 1115 members 
Mstep: Class 27 contains 4430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155570944.000000 Penalty: 94568.796875
Iteration 53Q: 28 clusters Score -1.555709e+08 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28119 members 
Mstep: Class 2 contains 52583 members 
Mstep: Class 3 contains 12886 members 
Mstep: Class 4 contains 2032 members 
Mstep: Class 5 contains 231604 members 
Mstep: Class 6 contains 2780 members 
Mstep: Class 7 contains 5330 members 
Mstep: Class 8 contains 228525 members 
Mstep: Class 9 contains 92826 members 
Mstep: Class 10 contains 53944 members 
Mstep: Class 11 contains 8531 members 
Mstep: Class 12 contains 44792 members 
Mstep: Class 13 contains 5148 members 
Mstep: Class 14 contains 11308 members 
Mstep: Class 15 contains 7008 members 
Mstep: Class 16 contains 215369 members 
Mstep: Class 17 contains 1276 members 
Mstep: Class 18 contains 5486 members 
Mstep: Class 19 contains 1169 members 
Mstep: Class 20 contains 11898 members 
Mstep: Class 21 contains 26789 members 
Mstep: Class 22 contains 194546 members 
Mstep: Class 23 contains 9622 members 
Mstep: Class 24 contains 97891 members 
Mstep: Class 25 contains 3146 members 
Mstep: Class 26 contains 1118 members 
Mstep: Class 27 contains 4512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155571088.000000 Penalty: 94568.796875
Iteration 54Q: 28 clusters Score -1.555711e+08 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28015 members 
Mstep: Class 2 contains 52613 members 
Mstep: Class 3 contains 12807 members 
Mstep: Class 4 contains 2027 members 
Mstep: Class 5 contains 232266 members 
Mstep: Class 6 contains 2766 members 
Mstep: Class 7 contains 5284 members 
Mstep: Class 8 contains 228295 members 
Mstep: Class 9 contains 92984 members 
Mstep: Class 10 contains 54377 members 
Mstep: Class 11 contains 8638 members 
Mstep: Class 12 contains 44793 members 
Mstep: Class 13 contains 5165 members 
Mstep: Class 14 contains 11307 members 
Mstep: Class 15 contains 7099 members 
Mstep: Class 16 contains 215388 members 
Mstep: Class 17 contains 1275 members 
Mstep: Class 18 contains 5487 members 
Mstep: Class 19 contains 1169 members 
Mstep: Class 20 contains 11821 members 
Mstep: Class 21 contains 26907 members 
Mstep: Class 22 contains 194482 members 
Mstep: Class 23 contains 9603 members 
Mstep: Class 24 contains 96780 members 
Mstep: Class 25 contains 3174 members 
Mstep: Class 26 contains 1120 members 
Mstep: Class 27 contains 4596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155570736.000000 Penalty: 94568.796875
Iteration 55Q: 28 clusters Score -1.555707e+08 nChanged 3214
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 27910 members 
Mstep: Class 2 contains 52663 members 
Mstep: Class 3 contains 12707 members 
Mstep: Class 4 contains 2028 members 
Mstep: Class 5 contains 232992 members 
Mstep: Class 6 contains 2746 members 
Mstep: Class 7 contains 5239 members 
Mstep: Class 8 contains 228090 members 
Mstep: Class 9 contains 93142 members 
Mstep: Class 10 contains 54819 members 
Mstep: Class 11 contains 8744 members 
Mstep: Class 12 contains 44792 members 
Mstep: Class 13 contains 5172 members 
Mstep: Class 14 contains 11306 members 
Mstep: Class 15 contains 7195 members 
Mstep: Class 16 contains 215384 members 
Mstep: Class 17 contains 1275 members 
Mstep: Class 18 contains 5489 members 
Mstep: Class 19 contains 1169 members 
Mstep: Class 20 contains 11728 members 
Mstep: Class 21 contains 26997 members 
Mstep: Class 22 contains 194442 members 
Mstep: Class 23 contains 9592 members 
Mstep: Class 24 contains 95599 members 
Mstep: Class 25 contains 3219 members 
Mstep: Class 26 contains 1121 members 
Mstep: Class 27 contains 4678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155570960.000000 Penalty: 94568.796875
Iteration 56Q: 28 clusters Score -1.55571e+08 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 27819 members 
Mstep: Class 2 contains 52706 members 
Mstep: Class 3 contains 12607 members 
Mstep: Class 4 contains 2024 members 
Mstep: Class 5 contains 233703 members 
Mstep: Class 6 contains 2729 members 
Mstep: Class 7 contains 5194 members 
Mstep: Class 8 contains 227885 members 
Mstep: Class 9 contains 93272 members 
Mstep: Class 10 contains 55287 members 
Mstep: Class 11 contains 8829 members 
Mstep: Class 12 contains 44790 members 
Mstep: Class 13 contains 5186 members 
Mstep: Class 14 contains 11306 members 
Mstep: Class 15 contains 7293 members 
Mstep: Class 16 contains 215411 members 
Mstep: Class 17 contains 1274 members 
Mstep: Class 18 contains 5484 members 
Mstep: Class 19 contains 1169 members 
Mstep: Class 20 contains 11646 members 
Mstep: Class 21 contains 27079 members 
Mstep: Class 22 contains 194403 members 
Mstep: Class 23 contains 9589 members 
Mstep: Class 24 contains 94390 members 
Mstep: Class 25 contains 3272 members 
Mstep: Class 26 contains 1120 members 
Mstep: Class 27 contains 4771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155571440.000000 Penalty: 94568.796875
Iteration 57Q: 28 clusters Score -1.555714e+08 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 27742 members 
Mstep: Class 2 contains 52756 members 
Mstep: Class 3 contains 12513 members 
Mstep: Class 4 contains 2025 members 
Mstep: Class 5 contains 234409 members 
Mstep: Class 6 contains 2706 members 
Mstep: Class 7 contains 5146 members 
Mstep: Class 8 contains 227674 members 
Mstep: Class 9 contains 93389 members 
Mstep: Class 10 contains 55849 members 
Mstep: Class 11 contains 8920 members 
Mstep: Class 12 contains 44784 members 
Mstep: Class 13 contains 5194 members 
Mstep: Class 14 contains 11305 members 
Mstep: Class 15 contains 7363 members 
Mstep: Class 16 contains 215430 members 
Mstep: Class 17 contains 1274 members 
Mstep: Class 18 contains 5488 members 
Mstep: Class 19 contains 1169 members 
Mstep: Class 20 contains 11558 members 
Mstep: Class 21 contains 27144 members 
Mstep: Class 22 contains 194389 members 
Mstep: Class 23 contains 9578 members 
Mstep: Class 24 contains 93132 members 
Mstep: Class 25 contains 3315 members 
Mstep: Class 26 contains 1120 members 
Mstep: Class 27 contains 4866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155571472.000000 Penalty: 94568.796875
Iteration 58Q: 28 clusters Score -1.555715e+08 nChanged 3242
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 27674 members 
Mstep: Class 2 contains 52808 members 
Mstep: Class 3 contains 12417 members 
Mstep: Class 4 contains 2028 members 
Mstep: Class 5 contains 235192 members 
Mstep: Class 6 contains 2694 members 
Mstep: Class 7 contains 5108 members 
Mstep: Class 8 contains 227459 members 
Mstep: Class 9 contains 93493 members 
Mstep: Class 10 contains 56438 members 
Mstep: Class 11 contains 9000 members 
Mstep: Class 12 contains 44781 members 
Mstep: Class 13 contains 5203 members 
Mstep: Class 14 contains 11302 members 
Mstep: Class 15 contains 7435 members 
Mstep: Class 16 contains 215438 members 
Mstep: Class 17 contains 1274 members 
Mstep: Class 18 contains 5484 members 
Mstep: Class 19 contains 1169 members 
Mstep: Class 20 contains 11463 members 
Mstep: Class 21 contains 27195 members 
Mstep: Class 22 contains 194369 members 
Mstep: Class 23 contains 9572 members 
Mstep: Class 24 contains 91806 members 
Mstep: Class 25 contains 3357 members 
Mstep: Class 26 contains 1117 members 
Mstep: Class 27 contains 4962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155572032.000000 Penalty: 94568.796875
Iteration 59Q: 28 clusters Score -1.55572e+08 nChanged 3356
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 27601 members 
Mstep: Class 2 contains 52867 members 
Mstep: Class 3 contains 12307 members 
Mstep: Class 4 contains 2029 members 
Mstep: Class 5 contains 235993 members 
Mstep: Class 6 contains 2684 members 
Mstep: Class 7 contains 5074 members 
Mstep: Class 8 contains 227214 members 
Mstep: Class 9 contains 93602 members 
Mstep: Class 10 contains 57019 members 
Mstep: Class 11 contains 9085 members 
Mstep: Class 12 contains 44778 members 
Mstep: Class 13 contains 5214 members 
Mstep: Class 14 contains 11303 members 
Mstep: Class 15 contains 7503 members 
Mstep: Class 16 contains 215447 members 
Mstep: Class 17 contains 1274 members 
Mstep: Class 18 contains 5481 members 
Mstep: Class 19 contains 1169 members 
Mstep: Class 20 contains 11350 members 
Mstep: Class 21 contains 27244 members 
Mstep: Class 22 contains 194388 members 
Mstep: Class 23 contains 9570 members 
Mstep: Class 24 contains 90449 members 
Mstep: Class 25 contains 3401 members 
Mstep: Class 26 contains 1117 members 
Mstep: Class 27 contains 5075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155572736.000000 Penalty: 94568.796875
Iteration 60F: 28 clusters Score -1.555727e+08 nChanged 3659
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 27523 members 
Mstep: Class 2 contains 52956 members 
Mstep: Class 3 contains 12187 members 
Mstep: Class 4 contains 2027 members 
Mstep: Class 5 contains 236830 members 
Mstep: Class 6 contains 2670 members 
Mstep: Class 7 contains 5240 members 
Mstep: Class 8 contains 226946 members 
Mstep: Class 9 contains 93711 members 
Mstep: Class 10 contains 57515 members 
Mstep: Class 11 contains 9163 members 
Mstep: Class 12 contains 44776 members 
Mstep: Class 13 contains 5219 members 
Mstep: Class 14 contains 11304 members 
Mstep: Class 15 contains 7550 members 
Mstep: Class 16 contains 215445 members 
Mstep: Class 17 contains 1273 members 
Mstep: Class 18 contains 5483 members 
Mstep: Class 19 contains 1169 members 
Mstep: Class 20 contains 11209 members 
Mstep: Class 21 contains 27286 members 
Mstep: Class 22 contains 194394 members 
Mstep: Class 23 contains 9564 members 
Mstep: Class 24 contains 89029 members 
Mstep: Class 25 contains 3428 members 
Mstep: Class 26 contains 1117 members 
Mstep: Class 27 contains 5224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155572656.000000 Penalty: 94568.796875
Iteration 61Q: 28 clusters Score -1.555727e+08 nChanged 3800
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 27433 members 
Mstep: Class 2 contains 53003 members 
Mstep: Class 3 contains 12100 members 
Mstep: Class 4 contains 2027 members 
Mstep: Class 5 contains 237655 members 
Mstep: Class 6 contains 2655 members 
Mstep: Class 7 contains 5297 members 
Mstep: Class 8 contains 226681 members 
Mstep: Class 9 contains 93812 members 
Mstep: Class 10 contains 58071 members 
Mstep: Class 11 contains 9225 members 
Mstep: Class 12 contains 44769 members 
Mstep: Class 13 contains 5232 members 
Mstep: Class 14 contains 11302 members 
Mstep: Class 15 contains 7609 members 
Mstep: Class 16 contains 215516 members 
Mstep: Class 17 contains 1272 members 
Mstep: Class 18 contains 5484 members 
Mstep: Class 19 contains 1169 members 
Mstep: Class 20 contains 11034 members 
Mstep: Class 21 contains 27333 members 
Mstep: Class 22 contains 194393 members 
Mstep: Class 23 contains 9559 members 
Mstep: Class 24 contains 87649 members 
Mstep: Class 25 contains 3458 members 
Mstep: Class 26 contains 1120 members 
Mstep: Class 27 contains 5380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155573696.000000 Penalty: 94568.796875
Iteration 62Q: 28 clusters Score -1.555737e+08 nChanged 3816
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 27356 members 
Mstep: Class 2 contains 53054 members 
Mstep: Class 3 contains 12022 members 
Mstep: Class 4 contains 2021 members 
Mstep: Class 5 contains 238486 members 
Mstep: Class 6 contains 2651 members 
Mstep: Class 7 contains 5321 members 
Mstep: Class 8 contains 226418 members 
Mstep: Class 9 contains 93908 members 
Mstep: Class 10 contains 58627 members 
Mstep: Class 11 contains 9287 members 
Mstep: Class 12 contains 44762 members 
Mstep: Class 13 contains 5234 members 
Mstep: Class 14 contains 11300 members 
Mstep: Class 15 contains 7657 members 
Mstep: Class 16 contains 215580 members 
Mstep: Class 17 contains 1272 members 
Mstep: Class 18 contains 5486 members 
Mstep: Class 19 contains 1169 members 
Mstep: Class 20 contains 10878 members 
Mstep: Class 21 contains 27373 members 
Mstep: Class 22 contains 194421 members 
Mstep: Class 23 contains 9557 members 
Mstep: Class 24 contains 86248 members 
Mstep: Class 25 contains 3483 members 
Mstep: Class 26 contains 1119 members 
Mstep: Class 27 contains 5548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155574176.000000 Penalty: 94568.796875
Iteration 63Q: 28 clusters Score -1.555742e+08 nChanged 3869
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 27252 members 
Mstep: Class 2 contains 53099 members 
Mstep: Class 3 contains 11953 members 
Mstep: Class 4 contains 2019 members 
Mstep: Class 5 contains 239269 members 
Mstep: Class 6 contains 2648 members 
Mstep: Class 7 contains 5325 members 
Mstep: Class 8 contains 226155 members 
Mstep: Class 9 contains 93975 members 
Mstep: Class 10 contains 59204 members 
Mstep: Class 11 contains 9352 members 
Mstep: Class 12 contains 44764 members 
Mstep: Class 13 contains 5238 members 
Mstep: Class 14 contains 11295 members 
Mstep: Class 15 contains 7704 members 
Mstep: Class 16 contains 215644 members 
Mstep: Class 17 contains 1272 members 
Mstep: Class 18 contains 5487 members 
Mstep: Class 19 contains 1169 members 
Mstep: Class 20 contains 10751 members 
Mstep: Class 21 contains 27392 members 
Mstep: Class 22 contains 194466 members 
Mstep: Class 23 contains 9554 members 
Mstep: Class 24 contains 84887 members 
Mstep: Class 25 contains 3505 members 
Mstep: Class 26 contains 1116 members 
Mstep: Class 27 contains 5743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155575168.000000 Penalty: 94568.796875
Iteration 64Q: 28 clusters Score -1.555752e+08 nChanged 3928
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 27150 members 
Mstep: Class 2 contains 53149 members 
Mstep: Class 3 contains 11872 members 
Mstep: Class 4 contains 2018 members 
Mstep: Class 5 contains 240015 members 
Mstep: Class 6 contains 2645 members 
Mstep: Class 7 contains 5322 members 
Mstep: Class 8 contains 225869 members 
Mstep: Class 9 contains 94049 members 
Mstep: Class 10 contains 59833 members 
Mstep: Class 11 contains 9424 members 
Mstep: Class 12 contains 44760 members 
Mstep: Class 13 contains 5245 members 
Mstep: Class 14 contains 11294 members 
Mstep: Class 15 contains 7771 members 
Mstep: Class 16 contains 215701 members 
Mstep: Class 17 contains 1272 members 
Mstep: Class 18 contains 5487 members 
Mstep: Class 19 contains 1169 members 
Mstep: Class 20 contains 10619 members 
Mstep: Class 21 contains 27408 members 
Mstep: Class 22 contains 194491 members 
Mstep: Class 23 contains 9551 members 
Mstep: Class 24 contains 83525 members 
Mstep: Class 25 contains 3533 members 
Mstep: Class 26 contains 1118 members 
Mstep: Class 27 contains 5948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155575232.000000 Penalty: 94568.796875
Iteration 65Q: 28 clusters Score -1.555752e+08 nChanged 3923
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 27058 members 
Mstep: Class 2 contains 53180 members 
Mstep: Class 3 contains 11800 members 
Mstep: Class 4 contains 2014 members 
Mstep: Class 5 contains 240731 members 
Mstep: Class 6 contains 2657 members 
Mstep: Class 7 contains 5314 members 
Mstep: Class 8 contains 225525 members 
Mstep: Class 9 contains 94122 members 
Mstep: Class 10 contains 60469 members 
Mstep: Class 11 contains 9486 members 
Mstep: Class 12 contains 44764 members 
Mstep: Class 13 contains 5254 members 
Mstep: Class 14 contains 11290 members 
Mstep: Class 15 contains 7823 members 
Mstep: Class 16 contains 215751 members 
Mstep: Class 17 contains 1272 members 
Mstep: Class 18 contains 5487 members 
Mstep: Class 19 contains 1169 members 
Mstep: Class 20 contains 10534 members 
Mstep: Class 21 contains 27432 members 
Mstep: Class 22 contains 194602 members 
Mstep: Class 23 contains 9554 members 
Mstep: Class 24 contains 82164 members 
Mstep: Class 25 contains 3560 members 
Mstep: Class 26 contains 1119 members 
Mstep: Class 27 contains 6107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155575456.000000 Penalty: 94568.796875
Iteration 66Q: 28 clusters Score -1.555755e+08 nChanged 3768
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 26958 members 
Mstep: Class 2 contains 53210 members 
Mstep: Class 3 contains 11732 members 
Mstep: Class 4 contains 2007 members 
Mstep: Class 5 contains 241389 members 
Mstep: Class 6 contains 2663 members 
Mstep: Class 7 contains 5331 members 
Mstep: Class 8 contains 225179 members 
Mstep: Class 9 contains 94196 members 
Mstep: Class 10 contains 61096 members 
Mstep: Class 11 contains 9543 members 
Mstep: Class 12 contains 44770 members 
Mstep: Class 13 contains 5260 members 
Mstep: Class 14 contains 11289 members 
Mstep: Class 15 contains 7868 members 
Mstep: Class 16 contains 215825 members 
Mstep: Class 17 contains 1272 members 
Mstep: Class 18 contains 5490 members 
Mstep: Class 19 contains 1169 members 
Mstep: Class 20 contains 10483 members 
Mstep: Class 21 contains 27443 members 
Mstep: Class 22 contains 194688 members 
Mstep: Class 23 contains 9544 members 
Mstep: Class 24 contains 80895 members 
Mstep: Class 25 contains 3591 members 
Mstep: Class 26 contains 1121 members 
Mstep: Class 27 contains 6226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155576304.000000 Penalty: 94568.796875
Iteration 67Q: 28 clusters Score -1.555763e+08 nChanged 3555
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 26856 members 
Mstep: Class 2 contains 53240 members 
Mstep: Class 3 contains 11670 members 
Mstep: Class 4 contains 1997 members 
Mstep: Class 5 contains 241985 members 
Mstep: Class 6 contains 2670 members 
Mstep: Class 7 contains 5343 members 
Mstep: Class 8 contains 224853 members 
Mstep: Class 9 contains 94267 members 
Mstep: Class 10 contains 61745 members 
Mstep: Class 11 contains 9587 members 
Mstep: Class 12 contains 44780 members 
Mstep: Class 13 contains 5264 members 
Mstep: Class 14 contains 11289 members 
Mstep: Class 15 contains 7905 members 
Mstep: Class 16 contains 215891 members 
Mstep: Class 17 contains 1272 members 
Mstep: Class 18 contains 5498 members 
Mstep: Class 19 contains 1169 members 
Mstep: Class 20 contains 10449 members 
Mstep: Class 21 contains 27446 members 
Mstep: Class 22 contains 194770 members 
Mstep: Class 23 contains 9551 members 
Mstep: Class 24 contains 79706 members 
Mstep: Class 25 contains 3606 members 
Mstep: Class 26 contains 1122 members 
Mstep: Class 27 contains 6307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155576816.000000 Penalty: 94568.796875
Iteration 68Q: 28 clusters Score -1.555768e+08 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 26773 members 
Mstep: Class 2 contains 53260 members 
Mstep: Class 3 contains 11612 members 
Mstep: Class 4 contains 1985 members 
Mstep: Class 5 contains 242540 members 
Mstep: Class 6 contains 2670 members 
Mstep: Class 7 contains 5348 members 
Mstep: Class 8 contains 224485 members 
Mstep: Class 9 contains 94353 members 
Mstep: Class 10 contains 62357 members 
Mstep: Class 11 contains 9632 members 
Mstep: Class 12 contains 44781 members 
Mstep: Class 13 contains 5273 members 
Mstep: Class 14 contains 11289 members 
Mstep: Class 15 contains 7933 members 
Mstep: Class 16 contains 215946 members 
Mstep: Class 17 contains 1272 members 
Mstep: Class 18 contains 5505 members 
Mstep: Class 19 contains 1169 members 
Mstep: Class 20 contains 10444 members 
Mstep: Class 21 contains 27456 members 
Mstep: Class 22 contains 194866 members 
Mstep: Class 23 contains 9550 members 
Mstep: Class 24 contains 78628 members 
Mstep: Class 25 contains 3628 members 
Mstep: Class 26 contains 1122 members 
Mstep: Class 27 contains 6361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155577520.000000 Penalty: 94568.796875
Iteration 69Q: 28 clusters Score -1.555775e+08 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 26676 members 
Mstep: Class 2 contains 53281 members 
Mstep: Class 3 contains 11557 members 
Mstep: Class 4 contains 1968 members 
Mstep: Class 5 contains 243046 members 
Mstep: Class 6 contains 2683 members 
Mstep: Class 7 contains 5368 members 
Mstep: Class 8 contains 224160 members 
Mstep: Class 9 contains 94452 members 
Mstep: Class 10 contains 62868 members 
Mstep: Class 11 contains 9675 members 
Mstep: Class 12 contains 44791 members 
Mstep: Class 13 contains 5279 members 
Mstep: Class 14 contains 11288 members 
Mstep: Class 15 contains 7983 members 
Mstep: Class 16 contains 216002 members 
Mstep: Class 17 contains 1272 members 
Mstep: Class 18 contains 5509 members 
Mstep: Class 19 contains 1169 members 
Mstep: Class 20 contains 10440 members 
Mstep: Class 21 contains 27453 members 
Mstep: Class 22 contains 194970 members 
Mstep: Class 23 contains 9551 members 
Mstep: Class 24 contains 77624 members 
Mstep: Class 25 contains 3648 members 
Mstep: Class 26 contains 1122 members 
Mstep: Class 27 contains 6403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155577968.000000 Penalty: 94568.796875
Iteration 70Q: 28 clusters Score -1.55578e+08 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 26596 members 
Mstep: Class 2 contains 53308 members 
Mstep: Class 3 contains 11497 members 
Mstep: Class 4 contains 1939 members 
Mstep: Class 5 contains 243476 members 
Mstep: Class 6 contains 2710 members 
Mstep: Class 7 contains 5370 members 
Mstep: Class 8 contains 223855 members 
Mstep: Class 9 contains 94541 members 
Mstep: Class 10 contains 63379 members 
Mstep: Class 11 contains 9710 members 
Mstep: Class 12 contains 44803 members 
Mstep: Class 13 contains 5290 members 
Mstep: Class 14 contains 11284 members 
Mstep: Class 15 contains 8018 members 
Mstep: Class 16 contains 216042 members 
Mstep: Class 17 contains 1272 members 
Mstep: Class 18 contains 5511 members 
Mstep: Class 19 contains 1169 members 
Mstep: Class 20 contains 10437 members 
Mstep: Class 21 contains 27460 members 
Mstep: Class 22 contains 195152 members 
Mstep: Class 23 contains 9553 members 
Mstep: Class 24 contains 76652 members 
Mstep: Class 25 contains 3658 members 
Mstep: Class 26 contains 1122 members 
Mstep: Class 27 contains 6434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155577968.000000 Penalty: 94568.796875
Iteration 71Q: 28 clusters Score -1.55578e+08 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 26527 members 
Mstep: Class 2 contains 53315 members 
Mstep: Class 3 contains 11453 members 
Mstep: Class 4 contains 1906 members 
Mstep: Class 5 contains 243865 members 
Mstep: Class 6 contains 2723 members 
Mstep: Class 7 contains 5340 members 
Mstep: Class 8 contains 223537 members 
Mstep: Class 9 contains 94623 members 
Mstep: Class 10 contains 63863 members 
Mstep: Class 11 contains 9722 members 
Mstep: Class 12 contains 44824 members 
Mstep: Class 13 contains 5299 members 
Mstep: Class 14 contains 11286 members 
Mstep: Class 15 contains 8059 members 
Mstep: Class 16 contains 216099 members 
Mstep: Class 17 contains 1272 members 
Mstep: Class 18 contains 5518 members 
Mstep: Class 19 contains 1169 members 
Mstep: Class 20 contains 10438 members 
Mstep: Class 21 contains 27477 members 
Mstep: Class 22 contains 195359 members 
Mstep: Class 23 contains 9558 members 
Mstep: Class 24 contains 75754 members 
Mstep: Class 25 contains 3670 members 
Mstep: Class 26 contains 1123 members 
Mstep: Class 27 contains 6459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155577952.000000 Penalty: 94568.796875
Iteration 72Q: 28 clusters Score -1.55578e+08 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 26462 members 
Mstep: Class 2 contains 53325 members 
Mstep: Class 3 contains 11412 members 
Mstep: Class 4 contains 1864 members 
Mstep: Class 5 contains 244215 members 
Mstep: Class 6 contains 2739 members 
Mstep: Class 7 contains 5313 members 
Mstep: Class 8 contains 223245 members 
Mstep: Class 9 contains 94708 members 
Mstep: Class 10 contains 64304 members 
Mstep: Class 11 contains 9741 members 
Mstep: Class 12 contains 44842 members 
Mstep: Class 13 contains 5300 members 
Mstep: Class 14 contains 11286 members 
Mstep: Class 15 contains 8101 members 
Mstep: Class 16 contains 216150 members 
Mstep: Class 17 contains 1272 members 
Mstep: Class 18 contains 5515 members 
Mstep: Class 19 contains 1169 members 
Mstep: Class 20 contains 10433 members 
Mstep: Class 21 contains 27480 members 
Mstep: Class 22 contains 195603 members 
Mstep: Class 23 contains 9552 members 
Mstep: Class 24 contains 74903 members 
Mstep: Class 25 contains 3695 members 
Mstep: Class 26 contains 1121 members 
Mstep: Class 27 contains 6488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155578000.000000 Penalty: 94568.796875
Iteration 73Q: 28 clusters Score -1.55578e+08 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 26384 members 
Mstep: Class 2 contains 53325 members 
Mstep: Class 3 contains 11370 members 
Mstep: Class 4 contains 1829 members 
Mstep: Class 5 contains 244540 members 
Mstep: Class 6 contains 2773 members 
Mstep: Class 7 contains 5297 members 
Mstep: Class 8 contains 222925 members 
Mstep: Class 9 contains 94782 members 
Mstep: Class 10 contains 64711 members 
Mstep: Class 11 contains 9761 members 
Mstep: Class 12 contains 44859 members 
Mstep: Class 13 contains 5300 members 
Mstep: Class 14 contains 11283 members 
Mstep: Class 15 contains 8138 members 
Mstep: Class 16 contains 216183 members 
Mstep: Class 17 contains 1271 members 
Mstep: Class 18 contains 5519 members 
Mstep: Class 19 contains 1169 members 
Mstep: Class 20 contains 10430 members 
Mstep: Class 21 contains 27490 members 
Mstep: Class 22 contains 195871 members 
Mstep: Class 23 contains 9550 members 
Mstep: Class 24 contains 74133 members 
Mstep: Class 25 contains 3714 members 
Mstep: Class 26 contains 1121 members 
Mstep: Class 27 contains 6510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155578208.000000 Penalty: 94568.796875
Iteration 74Q: 28 clusters Score -1.555782e+08 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 26324 members 
Mstep: Class 2 contains 53341 members 
Mstep: Class 3 contains 11308 members 
Mstep: Class 4 contains 1804 members 
Mstep: Class 5 contains 244820 members 
Mstep: Class 6 contains 2811 members 
Mstep: Class 7 contains 5290 members 
Mstep: Class 8 contains 222610 members 
Mstep: Class 9 contains 94854 members 
Mstep: Class 10 contains 65045 members 
Mstep: Class 11 contains 9780 members 
Mstep: Class 12 contains 44876 members 
Mstep: Class 13 contains 5302 members 
Mstep: Class 14 contains 11284 members 
Mstep: Class 15 contains 8181 members 
Mstep: Class 16 contains 216204 members 
Mstep: Class 17 contains 1271 members 
Mstep: Class 18 contains 5520 members 
Mstep: Class 19 contains 1169 members 
Mstep: Class 20 contains 10429 members 
Mstep: Class 21 contains 27491 members 
Mstep: Class 22 contains 196132 members 
Mstep: Class 23 contains 9555 members 
Mstep: Class 24 contains 73454 members 
Mstep: Class 25 contains 3739 members 
Mstep: Class 26 contains 1121 members 
Mstep: Class 27 contains 6523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155578272.000000 Penalty: 94568.796875
Iteration 75Q: 28 clusters Score -1.555783e+08 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 26268 members 
Mstep: Class 2 contains 53379 members 
Mstep: Class 3 contains 11236 members 
Mstep: Class 4 contains 1763 members 
Mstep: Class 5 contains 245050 members 
Mstep: Class 6 contains 2821 members 
Mstep: Class 7 contains 5279 members 
Mstep: Class 8 contains 222322 members 
Mstep: Class 9 contains 94924 members 
Mstep: Class 10 contains 65416 members 
Mstep: Class 11 contains 9800 members 
Mstep: Class 12 contains 44899 members 
Mstep: Class 13 contains 5302 members 
Mstep: Class 14 contains 11283 members 
Mstep: Class 15 contains 8215 members 
Mstep: Class 16 contains 216227 members 
Mstep: Class 17 contains 1271 members 
Mstep: Class 18 contains 5520 members 
Mstep: Class 19 contains 1169 members 
Mstep: Class 20 contains 10434 members 
Mstep: Class 21 contains 27489 members 
Mstep: Class 22 contains 196428 members 
Mstep: Class 23 contains 9551 members 
Mstep: Class 24 contains 72754 members 
Mstep: Class 25 contains 3772 members 
Mstep: Class 26 contains 1122 members 
Mstep: Class 27 contains 6544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155578304.000000 Penalty: 94568.796875
Iteration 76Q: 28 clusters Score -1.555783e+08 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 26222 members 
Mstep: Class 2 contains 53419 members 
Mstep: Class 3 contains 11156 members 
Mstep: Class 4 contains 1723 members 
Mstep: Class 5 contains 245216 members 
Mstep: Class 6 contains 2829 members 
Mstep: Class 7 contains 5279 members 
Mstep: Class 8 contains 222089 members 
Mstep: Class 9 contains 94985 members 
Mstep: Class 10 contains 65739 members 
Mstep: Class 11 contains 9811 members 
Mstep: Class 12 contains 44912 members 
Mstep: Class 13 contains 5309 members 
Mstep: Class 14 contains 11285 members 
Mstep: Class 15 contains 8257 members 
Mstep: Class 16 contains 216236 members 
Mstep: Class 17 contains 1271 members 
Mstep: Class 18 contains 5523 members 
Mstep: Class 19 contains 1169 members 
Mstep: Class 20 contains 10438 members 
Mstep: Class 21 contains 27481 members 
Mstep: Class 22 contains 196746 members 
Mstep: Class 23 contains 9553 members 
Mstep: Class 24 contains 72113 members 
Mstep: Class 25 contains 3804 members 
Mstep: Class 26 contains 1122 members 
Mstep: Class 27 contains 6551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155578688.000000 Penalty: 94568.796875
Iteration 77Q: 28 clusters Score -1.555787e+08 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 26177 members 
Mstep: Class 2 contains 53445 members 
Mstep: Class 3 contains 11078 members 
Mstep: Class 4 contains 1706 members 
Mstep: Class 5 contains 245326 members 
Mstep: Class 6 contains 2835 members 
Mstep: Class 7 contains 5276 members 
Mstep: Class 8 contains 221819 members 
Mstep: Class 9 contains 95042 members 
Mstep: Class 10 contains 66004 members 
Mstep: Class 11 contains 9830 members 
Mstep: Class 12 contains 44925 members 
Mstep: Class 13 contains 5316 members 
Mstep: Class 14 contains 11285 members 
Mstep: Class 15 contains 8296 members 
Mstep: Class 16 contains 216251 members 
Mstep: Class 17 contains 1271 members 
Mstep: Class 18 contains 5523 members 
Mstep: Class 19 contains 1169 members 
Mstep: Class 20 contains 10438 members 
Mstep: Class 21 contains 27465 members 
Mstep: Class 22 contains 197128 members 
Mstep: Class 23 contains 9552 members 
Mstep: Class 24 contains 71554 members 
Mstep: Class 25 contains 3853 members 
Mstep: Class 26 contains 1122 members 
Mstep: Class 27 contains 6552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155578624.000000 Penalty: 94568.796875
Iteration 78Q: 28 clusters Score -1.555786e+08 nChanged 1899
Entering ConstructFrom: 
Score: -155578624.000000 Penalty: 94568.796875
Entering ConstructFrom: 
Trying to split cluster 1 (26130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26130 members 
Entering Unmasked Estep 
Score: -3046899.000000 Penalty: 2522.368164
	Iteration 0F: 2 clusters Score -3046899 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13066 members 
Mstep: Class 2 contains 13064 members 
Entering Unmasked Estep 
Score: -3028856.750000 Penalty: 5044.736328
	Iteration 0F: 3 clusters Score -3028857 nChanged 11753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13397 members 
Mstep: Class 2 contains 12733 members 
Entering Unmasked Estep 
Score: -3035399.000000 Penalty: 5044.736328
	Iteration 1F: 3 clusters Score -3035399 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13635 members 
Mstep: Class 2 contains 12495 members 
Entering Unmasked Estep 
Score: -3036025.250000 Penalty: 5044.736328
	Iteration 2F: 3 clusters Score -3036025 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13984 members 
Mstep: Class 2 contains 12146 members 
Entering Unmasked Estep 
Score: -3036691.500000 Penalty: 5044.736328
	Iteration 3F: 3 clusters Score -3036692 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14528 members 
Mstep: Class 2 contains 11602 members 
Entering Unmasked Estep 
Score: -3037458.750000 Penalty: 5044.736328
	Iteration 4F: 3 clusters Score -3037459 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15240 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -3038298.250000 Penalty: 5044.736328
	Iteration 5F: 3 clusters Score -3038298 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16110 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -3039149.250000 Penalty: 5044.736328
	Iteration 6F: 3 clusters Score -3039149 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17173 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -3040005.500000 Penalty: 5044.736328
	Iteration 7F: 3 clusters Score -3040006 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18255 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -3040809.250000 Penalty: 5044.736328
	Iteration 8F: 3 clusters Score -3040809 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19284 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -3041506.250000 Penalty: 5044.736328
	Iteration 9Q: 3 clusters Score -3041506 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20199 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -3042179.000000 Penalty: 5044.736328
	Iteration 10Q: 3 clusters Score -3042179 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20975 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -3042766.750000 Penalty: 5044.736328
	Iteration 11Q: 3 clusters Score -3042767 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21645 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -3043470.750000 Penalty: 5044.736328
	Iteration 12Q: 3 clusters Score -3043471 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22191 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -3044369.750000 Penalty: 5044.736328
	Iteration 13Q: 3 clusters Score -3044370 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22550 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -3044902.500000 Penalty: 5044.736328
	Iteration 14Q: 3 clusters Score -3044902 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22821 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -3045109.000000 Penalty: 5044.736328
	Iteration 15Q: 3 clusters Score -3045109 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23040 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -3045200.750000 Penalty: 5044.736328
	Iteration 16Q: 3 clusters Score -3045201 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23201 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -3045248.750000 Penalty: 5044.736328
	Iteration 17Q: 3 clusters Score -3045249 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23321 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -3045288.750000 Penalty: 5044.736328
	Iteration 18Q: 3 clusters Score -3045289 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23404 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -3045309.000000 Penalty: 5044.736328
	Iteration 19Q: 3 clusters Score -3045309 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23473 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -3045338.000000 Penalty: 5044.736328
	Iteration 20F: 3 clusters Score -3045338 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23534 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -3045359.250000 Penalty: 5044.736328
	Iteration 21Q: 3 clusters Score -3045359 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23582 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -3045371.750000 Penalty: 5044.736328
	Iteration 22Q: 3 clusters Score -3045372 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23619 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -3045381.500000 Penalty: 5044.736328
	Iteration 23Q: 3 clusters Score -3045382 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23661 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -3045391.250000 Penalty: 5044.736328
	Iteration 24Q: 3 clusters Score -3045391 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23696 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -3045397.750000 Penalty: 5044.736328
	Iteration 25Q: 3 clusters Score -3045398 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23724 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -3045409.000000 Penalty: 5044.736328
	Iteration 26Q: 3 clusters Score -3045409 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23745 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -3045417.750000 Penalty: 5044.736328
	Iteration 27Q: 3 clusters Score -3045418 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23763 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -3045422.000000 Penalty: 5044.736328
	Iteration 28Q: 3 clusters Score -3045422 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23777 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -3045421.750000 Penalty: 5044.736328
	Iteration 29Q: 3 clusters Score -3045422 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23796 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -3045428.250000 Penalty: 5044.736328
	Iteration 30Q: 3 clusters Score -3045428 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23820 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -3045423.500000 Penalty: 5044.736328
	Iteration 31Q: 3 clusters Score -3045424 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23844 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -3045434.500000 Penalty: 5044.736328
	Iteration 32Q: 3 clusters Score -3045434 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23865 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -3045434.000000 Penalty: 5044.736328
	Iteration 33Q: 3 clusters Score -3045434 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23880 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -3045440.500000 Penalty: 5044.736328
	Iteration 34Q: 3 clusters Score -3045440 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23895 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -3045443.000000 Penalty: 5044.736328
	Iteration 35Q: 3 clusters Score -3045443 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23907 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -3045443.000000 Penalty: 5044.736328
	Iteration 36Q: 3 clusters Score -3045443 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23917 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -3045442.250000 Penalty: 5044.736328
	Iteration 37Q: 3 clusters Score -3045442 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23924 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -3045437.500000 Penalty: 5044.736328
	Iteration 38Q: 3 clusters Score -3045438 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23935 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -3045446.500000 Penalty: 5044.736328
	Iteration 39Q: 3 clusters Score -3045446 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23942 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -3045448.000000 Penalty: 5044.736328
	Iteration 40F: 3 clusters Score -3045448 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23947 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -3045447.750000 Penalty: 5044.736328
	Iteration 41Q: 3 clusters Score -3045448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23949 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -3045448.500000 Penalty: 5044.736328
	Iteration 42Q: 3 clusters Score -3045448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23951 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -3045452.000000 Penalty: 5044.736328
	Iteration 43Q: 3 clusters Score -3045452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23952 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -3045454.500000 Penalty: 5044.736328
	Iteration 44Q: 3 clusters Score -3045454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23953 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -3045453.000000 Penalty: 5044.736328
	Iteration 45Q: 3 clusters Score -3045453 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23955 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -3045451.750000 Penalty: 5044.736328
	Iteration 46Q: 3 clusters Score -3045452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23957 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -3045453.500000 Penalty: 5044.736328
	Iteration 47Q: 3 clusters Score -3045454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23960 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -3045451.500000 Penalty: 5044.736328
	Iteration 48Q: 3 clusters Score -3045452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23963 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -3045453.750000 Penalty: 5044.736328
	Iteration 49Q: 3 clusters Score -3045454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23964 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -3045449.500000 Penalty: 5044.736328
	Iteration 50Q: 3 clusters Score -3045450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23966 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -3045450.000000 Penalty: 5044.736328
	Iteration 51Q: 3 clusters Score -3045450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23969 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -3045453.750000 Penalty: 5044.736328
	Iteration 52Q: 3 clusters Score -3045454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23972 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -3045454.500000 Penalty: 5044.736328
	Iteration 53Q: 3 clusters Score -3045454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23974 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -3045455.500000 Penalty: 5044.736328
	Iteration 54Q: 3 clusters Score -3045456 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23974 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -3045455.500000 Penalty: 5044.736328
	Iteration 55F: 3 clusters Score -3045456 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (53468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53468 members 
Entering Unmasked Estep 
Score: -5954607.500000 Penalty: 2699.936035
	Iteration 0F: 2 clusters Score -5954608 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26702 members 
Mstep: Class 2 contains 26766 members 
Entering Unmasked Estep 
Score: -5918572.500000 Penalty: 5399.872070
	Iteration 0F: 3 clusters Score -5918572 nChanged 24865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27041 members 
Mstep: Class 2 contains 26427 members 
Entering Unmasked Estep 
Score: -5933144.500000 Penalty: 5399.872070
	Iteration 1F: 3 clusters Score -5933144 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27405 members 
Mstep: Class 2 contains 26063 members 
Entering Unmasked Estep 
Score: -5934688.500000 Penalty: 5399.872070
	Iteration 2F: 3 clusters Score -5934688 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28026 members 
Mstep: Class 2 contains 25442 members 
Entering Unmasked Estep 
Score: -5936346.000000 Penalty: 5399.872070
	Iteration 3F: 3 clusters Score -5936346 nChanged 3367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29041 members 
Mstep: Class 2 contains 24427 members 
Entering Unmasked Estep 
Score: -5938094.000000 Penalty: 5399.872070
	Iteration 4F: 3 clusters Score -5938094 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30528 members 
Mstep: Class 2 contains 22940 members 
Entering Unmasked Estep 
Score: -5939824.000000 Penalty: 5399.872070
	Iteration 5F: 3 clusters Score -5939824 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32354 members 
Mstep: Class 2 contains 21114 members 
Entering Unmasked Estep 
Score: -5941510.000000 Penalty: 5399.872070
	Iteration 6F: 3 clusters Score -5941510 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34364 members 
Mstep: Class 2 contains 19104 members 
Entering Unmasked Estep 
Score: -5943329.000000 Penalty: 5399.872070
	Iteration 7F: 3 clusters Score -5943329 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36626 members 
Mstep: Class 2 contains 16842 members 
Entering Unmasked Estep 
Score: -5945440.500000 Penalty: 5399.872070
	Iteration 8F: 3 clusters Score -5945440 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38839 members 
Mstep: Class 2 contains 14629 members 
Entering Unmasked Estep 
Score: -5947672.000000 Penalty: 5399.872070
	Iteration 9F: 3 clusters Score -5947672 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40849 members 
Mstep: Class 2 contains 12619 members 
Entering Unmasked Estep 
Score: -5949668.000000 Penalty: 5399.872070
	Iteration 10Q: 3 clusters Score -5949668 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42454 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -5951427.000000 Penalty: 5399.872070
	Iteration 11Q: 3 clusters Score -5951427 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43786 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -5952997.000000 Penalty: 5399.872070
	Iteration 12Q: 3 clusters Score -5952997 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44796 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -5954431.000000 Penalty: 5399.872070
	Iteration 13Q: 3 clusters Score -5954431 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45475 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -5955543.000000 Penalty: 5399.872070
	Iteration 14Q: 3 clusters Score -5955543 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45854 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -5956249.500000 Penalty: 5399.872070
	Iteration 15Q: 3 clusters Score -5956250 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46065 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -5956577.000000 Penalty: 5399.872070
	Iteration 16Q: 3 clusters Score -5956577 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46157 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -5956812.000000 Penalty: 5399.872070
	Iteration 17Q: 3 clusters Score -5956812 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46185 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -5956917.500000 Penalty: 5399.872070
	Iteration 18Q: 3 clusters Score -5956918 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46191 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -5956924.500000 Penalty: 5399.872070
	Iteration 19Q: 3 clusters Score -5956924 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46184 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -5956959.000000 Penalty: 5399.872070
	Iteration 20F: 3 clusters Score -5956959 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46184 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -5956962.500000 Penalty: 5399.872070
	Iteration 21Q: 3 clusters Score -5956962 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46207 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -5956972.000000 Penalty: 5399.872070
	Iteration 22Q: 3 clusters Score -5956972 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46220 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -5956975.000000 Penalty: 5399.872070
	Iteration 23Q: 3 clusters Score -5956975 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46231 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -5956986.000000 Penalty: 5399.872070
	Iteration 24Q: 3 clusters Score -5956986 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46243 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -5956988.000000 Penalty: 5399.872070
	Iteration 25Q: 3 clusters Score -5956988 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46255 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -5956992.500000 Penalty: 5399.872070
	Iteration 26Q: 3 clusters Score -5956992 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46265 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -5956986.000000 Penalty: 5399.872070
	Iteration 27Q: 3 clusters Score -5956986 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46270 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -5956990.000000 Penalty: 5399.872070
	Iteration 28Q: 3 clusters Score -5956990 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46276 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -5956990.000000 Penalty: 5399.872070
	Iteration 29Q: 3 clusters Score -5956990 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46283 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -5956990.500000 Penalty: 5399.872070
	Iteration 30Q: 3 clusters Score -5956990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46284 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -5956995.500000 Penalty: 5399.872070
	Iteration 31Q: 3 clusters Score -5956996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46287 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -5956998.000000 Penalty: 5399.872070
	Iteration 32Q: 3 clusters Score -5956998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46290 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -5956988.500000 Penalty: 5399.872070
	Iteration 33Q: 3 clusters Score -5956988 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46290 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -5956988.500000 Penalty: 5399.872070
	Iteration 34F: 3 clusters Score -5956988 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 26130 members 
Mstep: Class 2 contains 46290 members 
Mstep: Class 3 contains 11000 members 
Mstep: Class 4 contains 1709 members 
Mstep: Class 5 contains 245408 members 
Mstep: Class 6 contains 2835 members 
Mstep: Class 7 contains 5278 members 
Mstep: Class 8 contains 221589 members 
Mstep: Class 9 contains 95099 members 
Mstep: Class 10 contains 66241 members 
Mstep: Class 11 contains 9842 members 
Mstep: Class 12 contains 44941 members 
Mstep: Class 13 contains 5318 members 
Mstep: Class 14 contains 11285 members 
Mstep: Class 15 contains 8334 members 
Mstep: Class 16 contains 216257 members 
Mstep: Class 17 contains 1271 members 
Mstep: Class 18 contains 5534 members 
Mstep: Class 19 contains 1169 members 
Mstep: Class 20 contains 10432 members 
Mstep: Class 21 contains 27452 members 
Mstep: Class 22 contains 197458 members 
Mstep: Class 23 contains 9551 members 
Mstep: Class 24 contains 71058 members 
Mstep: Class 25 contains 3901 members 
Mstep: Class 26 contains 1121 members 
Mstep: Class 27 contains 6557 members 
Mstep: Class 28 contains 7178 members 
Entering Unmasked Estep 
Score: -155579792.000000 Penalty: 98071.343750
Splitting cluster 2 changes total score from -155578624.000000 to -155579792.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 3 (11000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Entering Unmasked Estep 
Score: -1306089.625000 Penalty: 2307.801270
	Iteration 0F: 2 clusters Score -1306090 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -1297723.000000 Penalty: 4615.602539
	Iteration 0F: 3 clusters Score -1297723 nChanged 4682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -1300247.500000 Penalty: 4615.602539
	Iteration 1F: 3 clusters Score -1300248 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1300539.375000 Penalty: 4615.602539
	Iteration 2F: 3 clusters Score -1300539 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -1300803.500000 Penalty: 4615.602539
	Iteration 3F: 3 clusters Score -1300804 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -1301079.500000 Penalty: 4615.602539
	Iteration 4Q: 3 clusters Score -1301080 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -1301381.625000 Penalty: 4615.602539
	Iteration 5Q: 3 clusters Score -1301382 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -1301737.750000 Penalty: 4615.602539
	Iteration 6Q: 3 clusters Score -1301738 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -1302183.500000 Penalty: 4615.602539
	Iteration 7F: 3 clusters Score -1302184 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -1302831.750000 Penalty: 4615.602539
	Iteration 8F: 3 clusters Score -1302832 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -1303573.375000 Penalty: 4615.602539
	Iteration 9F: 3 clusters Score -1303573 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -1304296.500000 Penalty: 4615.602539
	Iteration 10F: 3 clusters Score -1304296 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -1304814.000000 Penalty: 4615.602539
	Iteration 11Q: 3 clusters Score -1304814 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -1305073.875000 Penalty: 4615.602539
	Iteration 12Q: 3 clusters Score -1305074 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -1305199.375000 Penalty: 4615.602539
	Iteration 13Q: 3 clusters Score -1305199 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -1305245.125000 Penalty: 4615.602539
	Iteration 14Q: 3 clusters Score -1305245 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -1305264.500000 Penalty: 4615.602539
	Iteration 15Q: 3 clusters Score -1305264 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -1305276.000000 Penalty: 4615.602539
	Iteration 16Q: 3 clusters Score -1305276 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -1305282.375000 Penalty: 4615.602539
	Iteration 17Q: 3 clusters Score -1305282 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -1305283.625000 Penalty: 4615.602539
	Iteration 18Q: 3 clusters Score -1305284 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -1305282.500000 Penalty: 4615.602539
	Iteration 19Q: 3 clusters Score -1305282 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -1305286.875000 Penalty: 4615.602539
	Iteration 20F: 3 clusters Score -1305287 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -1305285.000000 Penalty: 4615.602539
	Iteration 21Q: 3 clusters Score -1305285 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -1305285.875000 Penalty: 4615.602539
	Iteration 22Q: 3 clusters Score -1305286 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -1305285.875000 Penalty: 4615.602539
	Iteration 23F: 3 clusters Score -1305286 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -194144.875000 Penalty: 1846.028564
	Iteration 0F: 2 clusters Score -194144.9 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 871 members 
Entering Unmasked Estep 
Score: -191692.562500 Penalty: 3692.057129
	Iteration 0F: 3 clusters Score -191692.6 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -192135.796875 Penalty: 3692.057129
	Iteration 1F: 3 clusters Score -192135.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -192257.640625 Penalty: 3692.057129
	Iteration 2F: 3 clusters Score -192257.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -192318.140625 Penalty: 3692.057129
	Iteration 3Q: 3 clusters Score -192318.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -192351.250000 Penalty: 3692.057129
	Iteration 4Q: 3 clusters Score -192351.2 nChanged 28
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: -192371.687500 Penalty: 3692.057129
	Iteration 5Q: 3 clusters Score -192371.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -192386.625000 Penalty: 3692.057129
	Iteration 6Q: 3 clusters Score -192386.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -192392.890625 Penalty: 3692.057129
	Iteration 7Q: 3 clusters Score -192392.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -192397.984375 Penalty: 3692.057129
	Iteration 8Q: 3 clusters Score -192398 nChanged 6
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: -192404.046875 Penalty: 3692.057129
	Iteration 9Q: 3 clusters Score -192404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -192406.531250 Penalty: 3692.057129
	Iteration 10Q: 3 clusters Score -192406.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -192408.750000 Penalty: 3692.057129
	Iteration 11Q: 3 clusters Score -192408.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -192411.484375 Penalty: 3692.057129
	Iteration 12Q: 3 clusters Score -192411.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -192412.968750 Penalty: 3692.057129
	Iteration 13Q: 3 clusters Score -192413 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -192415.203125 Penalty: 3692.057129
	Iteration 14Q: 3 clusters Score -192415.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -192418.406250 Penalty: 3692.057129
	Iteration 15Q: 3 clusters Score -192418.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -192418.890625 Penalty: 3692.057129
	Iteration 16Q: 3 clusters Score -192418.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -192419.187500 Penalty: 3692.057129
	Iteration 17Q: 3 clusters Score -192419.2 nChanged 2
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: -192420.062500 Penalty: 3692.057129
	Iteration 18Q: 3 clusters Score -192420.1 nChanged 0
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: -192420.062500 Penalty: 3692.057129
	Iteration 19F: 3 clusters Score -192420.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (245408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245408 members 
Entering Unmasked Estep 
Score: -28911224.000000 Penalty: 3077.847900
	Iteration 0F: 2 clusters Score -2.891122e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122845 members 
Mstep: Class 2 contains 122563 members 
Entering Unmasked Estep 
Score: -28755794.000000 Penalty: 6155.695801
	Iteration 0F: 3 clusters Score -2.875579e+07 nChanged 118558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123747 members 
Mstep: Class 2 contains 121661 members 
Entering Unmasked Estep 
Score: -28824988.000000 Penalty: 6155.695801
	Iteration 1F: 3 clusters Score -2.882499e+07 nChanged 6518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123489 members 
Mstep: Class 2 contains 121919 members 
Entering Unmasked Estep 
Score: -28826444.000000 Penalty: 6155.695801
	Iteration 2Q: 3 clusters Score -2.882644e+07 nChanged 7327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122852 members 
Mstep: Class 2 contains 122556 members 
Entering Unmasked Estep 
Score: -28828316.000000 Penalty: 6155.695801
	Iteration 3Q: 3 clusters Score -2.882832e+07 nChanged 8705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121647 members 
Mstep: Class 2 contains 123761 members 
Entering Unmasked Estep 
Score: -28831308.000000 Penalty: 6155.695801
	Iteration 4Q: 3 clusters Score -2.883131e+07 nChanged 10854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119713 members 
Mstep: Class 2 contains 125695 members 
Entering Unmasked Estep 
Score: -28836160.000000 Penalty: 6155.695801
	Iteration 5Q: 3 clusters Score -2.883616e+07 nChanged 13566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116863 members 
Mstep: Class 2 contains 128545 members 
Entering Unmasked Estep 
Score: -28843306.000000 Penalty: 6155.695801
	Iteration 6F: 3 clusters Score -2.884331e+07 nChanged 15508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113295 members 
Mstep: Class 2 contains 132113 members 
Entering Unmasked Estep 
Score: -28851822.000000 Penalty: 6155.695801
	Iteration 7F: 3 clusters Score -2.885182e+07 nChanged 15789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109692 members 
Mstep: Class 2 contains 135716 members 
Entering Unmasked Estep 
Score: -28859968.000000 Penalty: 6155.695801
	Iteration 8F: 3 clusters Score -2.885997e+07 nChanged 14238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106336 members 
Mstep: Class 2 contains 139072 members 
Entering Unmasked Estep 
Score: -28866374.000000 Penalty: 6155.695801
	Iteration 9F: 3 clusters Score -2.886637e+07 nChanged 11673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103275 members 
Mstep: Class 2 contains 142133 members 
Entering Unmasked Estep 
Score: -28870414.000000 Penalty: 6155.695801
	Iteration 10Q: 3 clusters Score -2.887041e+07 nChanged 8953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100504 members 
Mstep: Class 2 contains 144904 members 
Entering Unmasked Estep 
Score: -28873016.000000 Penalty: 6155.695801
	Iteration 11Q: 3 clusters Score -2.887302e+07 nChanged 6766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97768 members 
Mstep: Class 2 contains 147640 members 
Entering Unmasked Estep 
Score: -28874552.000000 Penalty: 6155.695801
	Iteration 12Q: 3 clusters Score -2.887455e+07 nChanged 5259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94879 members 
Mstep: Class 2 contains 150529 members 
Entering Unmasked Estep 
Score: -28875586.000000 Penalty: 6155.695801
	Iteration 13Q: 3 clusters Score -2.887559e+07 nChanged 4468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91659 members 
Mstep: Class 2 contains 153749 members 
Entering Unmasked Estep 
Score: -28876450.000000 Penalty: 6155.695801
	Iteration 14Q: 3 clusters Score -2.887645e+07 nChanged 4100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88139 members 
Mstep: Class 2 contains 157269 members 
Entering Unmasked Estep 
Score: -28877120.000000 Penalty: 6155.695801
	Iteration 15Q: 3 clusters Score -2.887712e+07 nChanged 4188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84203 members 
Mstep: Class 2 contains 161205 members 
Entering Unmasked Estep 
Score: -28877642.000000 Penalty: 6155.695801
	Iteration 16Q: 3 clusters Score -2.887764e+07 nChanged 4440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79883 members 
Mstep: Class 2 contains 165525 members 
Entering Unmasked Estep 
Score: -28878206.000000 Penalty: 6155.695801
	Iteration 17Q: 3 clusters Score -2.887821e+07 nChanged 4928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75007 members 
Mstep: Class 2 contains 170401 members 
Entering Unmasked Estep 
Score: -28879010.000000 Penalty: 6155.695801
	Iteration 18Q: 3 clusters Score -2.887901e+07 nChanged 5499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69522 members 
Mstep: Class 2 contains 175886 members 
Entering Unmasked Estep 
Score: -28880208.000000 Penalty: 6155.695801
	Iteration 19Q: 3 clusters Score -2.888021e+07 nChanged 6067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63461 members 
Mstep: Class 2 contains 181947 members 
Entering Unmasked Estep 
Score: -28881316.000000 Penalty: 6155.695801
	Iteration 20F: 3 clusters Score -2.888132e+07 nChanged 6725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56740 members 
Mstep: Class 2 contains 188668 members 
Entering Unmasked Estep 
Score: -28883040.000000 Penalty: 6155.695801
	Iteration 21Q: 3 clusters Score -2.888304e+07 nChanged 7097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49647 members 
Mstep: Class 2 contains 195761 members 
Entering Unmasked Estep 
Score: -28885604.000000 Penalty: 6155.695801
	Iteration 22Q: 3 clusters Score -2.88856e+07 nChanged 7341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42310 members 
Mstep: Class 2 contains 203098 members 
Entering Unmasked Estep 
Score: -28889470.000000 Penalty: 6155.695801
	Iteration 23Q: 3 clusters Score -2.888947e+07 nChanged 6984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35358 members 
Mstep: Class 2 contains 210050 members 
Entering Unmasked Estep 
Score: -28894094.000000 Penalty: 6155.695801
	Iteration 24Q: 3 clusters Score -2.889409e+07 nChanged 6061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29501 members 
Mstep: Class 2 contains 215907 members 
Entering Unmasked Estep 
Score: -28898874.000000 Penalty: 6155.695801
	Iteration 25Q: 3 clusters Score -2.889887e+07 nChanged 4895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25248 members 
Mstep: Class 2 contains 220160 members 
Entering Unmasked Estep 
Score: -28902474.000000 Penalty: 6155.695801
	Iteration 26Q: 3 clusters Score -2.890247e+07 nChanged 3760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22264 members 
Mstep: Class 2 contains 223144 members 
Entering Unmasked Estep 
Score: -28904752.000000 Penalty: 6155.695801
	Iteration 27Q: 3 clusters Score -2.890475e+07 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20051 members 
Mstep: Class 2 contains 225357 members 
Entering Unmasked Estep 
Score: -28906130.000000 Penalty: 6155.695801
	Iteration 28Q: 3 clusters Score -2.890613e+07 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18222 members 
Mstep: Class 2 contains 227186 members 
Entering Unmasked Estep 
Score: -28907126.000000 Penalty: 6155.695801
	Iteration 29Q: 3 clusters Score -2.890713e+07 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16573 members 
Mstep: Class 2 contains 228835 members 
Entering Unmasked Estep 
Score: -28907628.000000 Penalty: 6155.695801
	Iteration 30Q: 3 clusters Score -2.890763e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15092 members 
Mstep: Class 2 contains 230316 members 
Entering Unmasked Estep 
Score: -28908254.000000 Penalty: 6155.695801
	Iteration 31Q: 3 clusters Score -2.890825e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13771 members 
Mstep: Class 2 contains 231637 members 
Entering Unmasked Estep 
Score: -28908724.000000 Penalty: 6155.695801
	Iteration 32Q: 3 clusters Score -2.890872e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 232747 members 
Entering Unmasked Estep 
Score: -28909186.000000 Penalty: 6155.695801
	Iteration 33Q: 3 clusters Score -2.890919e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 233717 members 
Entering Unmasked Estep 
Score: -28909498.000000 Penalty: 6155.695801
	Iteration 34Q: 3 clusters Score -2.89095e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 234550 members 
Entering Unmasked Estep 
Score: -28909766.000000 Penalty: 6155.695801
	Iteration 35Q: 3 clusters Score -2.890977e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 235233 members 
Entering Unmasked Estep 
Score: -28910002.000000 Penalty: 6155.695801
	Iteration 36Q: 3 clusters Score -2.891e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 235839 members 
Entering Unmasked Estep 
Score: -28910246.000000 Penalty: 6155.695801
	Iteration 37Q: 3 clusters Score -2.891025e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 236333 members 
Entering Unmasked Estep 
Score: -28910346.000000 Penalty: 6155.695801
	Iteration 38Q: 3 clusters Score -2.891035e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 236761 members 
Entering Unmasked Estep 
Score: -28910412.000000 Penalty: 6155.695801
	Iteration 39Q: 3 clusters Score -2.891041e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 237166 members 
Entering Unmasked Estep 
Score: -28910528.000000 Penalty: 6155.695801
	Iteration 40F: 3 clusters Score -2.891053e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 237510 members 
Entering Unmasked Estep 
Score: -28910584.000000 Penalty: 6155.695801
	Iteration 41Q: 3 clusters Score -2.891058e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 237856 members 
Entering Unmasked Estep 
Score: -28910660.000000 Penalty: 6155.695801
	Iteration 42Q: 3 clusters Score -2.891066e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 238140 members 
Entering Unmasked Estep 
Score: -28910726.000000 Penalty: 6155.695801
	Iteration 43Q: 3 clusters Score -2.891073e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 238382 members 
Entering Unmasked Estep 
Score: -28910660.000000 Penalty: 6155.695801
	Iteration 44Q: 3 clusters Score -2.891066e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 238597 members 
Entering Unmasked Estep 
Score: -28910716.000000 Penalty: 6155.695801
	Iteration 45Q: 3 clusters Score -2.891072e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 238775 members 
Entering Unmasked Estep 
Score: -28910724.000000 Penalty: 6155.695801
	Iteration 46Q: 3 clusters Score -2.891072e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 238931 members 
Entering Unmasked Estep 
Score: -28910776.000000 Penalty: 6155.695801
	Iteration 47Q: 3 clusters Score -2.891078e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 239069 members 
Entering Unmasked Estep 
Score: -28910804.000000 Penalty: 6155.695801
	Iteration 48Q: 3 clusters Score -2.89108e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 239207 members 
Entering Unmasked Estep 
Score: -28910760.000000 Penalty: 6155.695801
	Iteration 49Q: 3 clusters Score -2.891076e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 239321 members 
Entering Unmasked Estep 
Score: -28910818.000000 Penalty: 6155.695801
	Iteration 50Q: 3 clusters Score -2.891082e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 239409 members 
Entering Unmasked Estep 
Score: -28910828.000000 Penalty: 6155.695801
	Iteration 51Q: 3 clusters Score -2.891083e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 239476 members 
Entering Unmasked Estep 
Score: -28910834.000000 Penalty: 6155.695801
	Iteration 52Q: 3 clusters Score -2.891083e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 239549 members 
Entering Unmasked Estep 
Score: -28910810.000000 Penalty: 6155.695801
	Iteration 53Q: 3 clusters Score -2.891081e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 239619 members 
Entering Unmasked Estep 
Score: -28910798.000000 Penalty: 6155.695801
	Iteration 54Q: 3 clusters Score -2.89108e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 239683 members 
Entering Unmasked Estep 
Score: -28910824.000000 Penalty: 6155.695801
	Iteration 55Q: 3 clusters Score -2.891082e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 239755 members 
Entering Unmasked Estep 
Score: -28910820.000000 Penalty: 6155.695801
	Iteration 56Q: 3 clusters Score -2.891082e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 239814 members 
Entering Unmasked Estep 
Score: -28910836.000000 Penalty: 6155.695801
	Iteration 57Q: 3 clusters Score -2.891084e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 239876 members 
Entering Unmasked Estep 
Score: -28910874.000000 Penalty: 6155.695801
	Iteration 58Q: 3 clusters Score -2.891087e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 239938 members 
Entering Unmasked Estep 
Score: -28910882.000000 Penalty: 6155.695801
	Iteration 59Q: 3 clusters Score -2.891088e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 239990 members 
Entering Unmasked Estep 
Score: -28910936.000000 Penalty: 6155.695801
	Iteration 60F: 3 clusters Score -2.891094e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 240034 members 
Entering Unmasked Estep 
Score: -28910924.000000 Penalty: 6155.695801
	Iteration 61Q: 3 clusters Score -2.891092e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 240063 members 
Entering Unmasked Estep 
Score: -28910880.000000 Penalty: 6155.695801
	Iteration 62Q: 3 clusters Score -2.891088e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 240089 members 
Entering Unmasked Estep 
Score: -28910872.000000 Penalty: 6155.695801
	Iteration 63Q: 3 clusters Score -2.891087e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 240120 members 
Entering Unmasked Estep 
Score: -28910878.000000 Penalty: 6155.695801
	Iteration 64Q: 3 clusters Score -2.891088e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 240149 members 
Entering Unmasked Estep 
Score: -28910892.000000 Penalty: 6155.695801
	Iteration 65Q: 3 clusters Score -2.891089e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 240177 members 
Entering Unmasked Estep 
Score: -28910880.000000 Penalty: 6155.695801
	Iteration 66Q: 3 clusters Score -2.891088e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 240193 members 
Entering Unmasked Estep 
Score: -28910896.000000 Penalty: 6155.695801
	Iteration 67Q: 3 clusters Score -2.89109e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 240207 members 
Entering Unmasked Estep 
Score: -28910878.000000 Penalty: 6155.695801
	Iteration 68Q: 3 clusters Score -2.891088e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 240221 members 
Entering Unmasked Estep 
Score: -28910898.000000 Penalty: 6155.695801
	Iteration 69Q: 3 clusters Score -2.89109e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 240233 members 
Entering Unmasked Estep 
Score: -28910896.000000 Penalty: 6155.695801
	Iteration 70Q: 3 clusters Score -2.89109e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 240244 members 
Entering Unmasked Estep 
Score: -28910876.000000 Penalty: 6155.695801
	Iteration 71Q: 3 clusters Score -2.891088e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 240254 members 
Entering Unmasked Estep 
Score: -28910898.000000 Penalty: 6155.695801
	Iteration 72Q: 3 clusters Score -2.89109e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 240263 members 
Entering Unmasked Estep 
Score: -28910880.000000 Penalty: 6155.695801
	Iteration 73Q: 3 clusters Score -2.891088e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 240274 members 
Entering Unmasked Estep 
Score: -28910888.000000 Penalty: 6155.695801
	Iteration 74Q: 3 clusters Score -2.891089e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 240283 members 
Entering Unmasked Estep 
Score: -28910900.000000 Penalty: 6155.695801
	Iteration 75Q: 3 clusters Score -2.89109e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 240297 members 
Entering Unmasked Estep 
Score: -28910870.000000 Penalty: 6155.695801
	Iteration 76Q: 3 clusters Score -2.891087e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 240303 members 
Entering Unmasked Estep 
Score: -28910866.000000 Penalty: 6155.695801
	Iteration 77Q: 3 clusters Score -2.891087e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 240310 members 
Entering Unmasked Estep 
Score: -28910862.000000 Penalty: 6155.695801
	Iteration 78Q: 3 clusters Score -2.891086e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 240316 members 
Entering Unmasked Estep 
Score: -28910842.000000 Penalty: 6155.695801
	Iteration 79Q: 3 clusters Score -2.891084e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 240323 members 
Entering Unmasked Estep 
Score: -28910846.000000 Penalty: 6155.695801
	Iteration 80F: 3 clusters Score -2.891085e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 240327 members 
Entering Unmasked Estep 
Score: -28910846.000000 Penalty: 6155.695801
	Iteration 81Q: 3 clusters Score -2.891085e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 240330 members 
Entering Unmasked Estep 
Score: -28910836.000000 Penalty: 6155.695801
	Iteration 82Q: 3 clusters Score -2.891084e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 240335 members 
Entering Unmasked Estep 
Score: -28910852.000000 Penalty: 6155.695801
	Iteration 83Q: 3 clusters Score -2.891085e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 240340 members 
Entering Unmasked Estep 
Score: -28910858.000000 Penalty: 6155.695801
	Iteration 84Q: 3 clusters Score -2.891086e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 240346 members 
Entering Unmasked Estep 
Score: -28910848.000000 Penalty: 6155.695801
	Iteration 85Q: 3 clusters Score -2.891085e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 240352 members 
Entering Unmasked Estep 
Score: -28910840.000000 Penalty: 6155.695801
	Iteration 86Q: 3 clusters Score -2.891084e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 240359 members 
Entering Unmasked Estep 
Score: -28910844.000000 Penalty: 6155.695801
	Iteration 87Q: 3 clusters Score -2.891084e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 240369 members 
Entering Unmasked Estep 
Score: -28910854.000000 Penalty: 6155.695801
	Iteration 88Q: 3 clusters Score -2.891085e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 240374 members 
Entering Unmasked Estep 
Score: -28910838.000000 Penalty: 6155.695801
	Iteration 89Q: 3 clusters Score -2.891084e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 240380 members 
Entering Unmasked Estep 
Score: -28910848.000000 Penalty: 6155.695801
	Iteration 90Q: 3 clusters Score -2.891085e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 240389 members 
Entering Unmasked Estep 
Score: -28910824.000000 Penalty: 6155.695801
	Iteration 91Q: 3 clusters Score -2.891082e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 240394 members 
Entering Unmasked Estep 
Score: -28910842.000000 Penalty: 6155.695801
	Iteration 92Q: 3 clusters Score -2.891084e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 240396 members 
Entering Unmasked Estep 
Score: -28910838.000000 Penalty: 6155.695801
	Iteration 93Q: 3 clusters Score -2.891084e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 240395 members 
Entering Unmasked Estep 
Score: -28910846.000000 Penalty: 6155.695801
	Iteration 94Q: 3 clusters Score -2.891085e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 240396 members 
Entering Unmasked Estep 
Score: -28910840.000000 Penalty: 6155.695801
	Iteration 95Q: 3 clusters Score -2.891084e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 240397 members 
Entering Unmasked Estep 
Score: -28910834.000000 Penalty: 6155.695801
	Iteration 96Q: 3 clusters Score -2.891083e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 240399 members 
Entering Unmasked Estep 
Score: -28910844.000000 Penalty: 6155.695801
	Iteration 97Q: 3 clusters Score -2.891084e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 240399 members 
Entering Unmasked Estep 
Score: -28910844.000000 Penalty: 6155.695801
	Iteration 98F: 3 clusters Score -2.891084e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Entering Unmasked Estep 
Score: -273262.312500 Penalty: 1971.549683
	Iteration 0F: 2 clusters Score -273262.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -270179.656250 Penalty: 3943.099365
	Iteration 0F: 3 clusters Score -270179.7 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -271285.625000 Penalty: 3943.099365
	Iteration 1F: 3 clusters Score -271285.6 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -272079.281250 Penalty: 3943.099365
	Iteration 2F: 3 clusters Score -272079.3 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -272723.375000 Penalty: 3943.099365
	Iteration 3F: 3 clusters Score -272723.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -273150.812500 Penalty: 3943.099365
	Iteration 4F: 3 clusters Score -273150.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -273427.437500 Penalty: 3943.099365
	Iteration 5Q: 3 clusters Score -273427.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -273608.093750 Penalty: 3943.099365
	Iteration 6Q: 3 clusters Score -273608.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -273818.343750 Penalty: 3943.099365
	Iteration 7Q: 3 clusters Score -273818.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -274024.656250 Penalty: 3943.099365
	Iteration 8Q: 3 clusters Score -274024.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -274246.656250 Penalty: 3943.099365
	Iteration 9Q: 3 clusters Score -274246.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -274462.531250 Penalty: 3943.099365
	Iteration 10Q: 3 clusters Score -274462.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -274599.562500 Penalty: 3943.099365
	Iteration 11Q: 3 clusters Score -274599.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -274657.781250 Penalty: 3943.099365
	Iteration 12Q: 3 clusters Score -274657.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -274709.281250 Penalty: 3943.099365
	Iteration 13Q: 3 clusters Score -274709.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -274773.531250 Penalty: 3943.099365
	Iteration 14Q: 3 clusters Score -274773.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -274840.906250 Penalty: 3943.099365
	Iteration 15Q: 3 clusters Score -274840.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -274889.500000 Penalty: 3943.099365
	Iteration 16Q: 3 clusters Score -274889.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -274933.781250 Penalty: 3943.099365
	Iteration 17Q: 3 clusters Score -274933.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -274947.312500 Penalty: 3943.099365
	Iteration 18Q: 3 clusters Score -274947.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -274967.656250 Penalty: 3943.099365
	Iteration 19Q: 3 clusters Score -274967.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -274992.968750 Penalty: 3943.099365
	Iteration 20F: 3 clusters Score -274993 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -275029.312500 Penalty: 3943.099365
	Iteration 21Q: 3 clusters Score -275029.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -275046.437500 Penalty: 3943.099365
	Iteration 22Q: 3 clusters Score -275046.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -275052.875000 Penalty: 3943.099365
	Iteration 23Q: 3 clusters Score -275052.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -275063.062500 Penalty: 3943.099365
	Iteration 24Q: 3 clusters Score -275063.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -275073.843750 Penalty: 3943.099365
	Iteration 25Q: 3 clusters Score -275073.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -275088.906250 Penalty: 3943.099365
	Iteration 26Q: 3 clusters Score -275088.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -275115.281250 Penalty: 3943.099365
	Iteration 27Q: 3 clusters Score -275115.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -275122.156250 Penalty: 3943.099365
	Iteration 28Q: 3 clusters Score -275122.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -275125.062500 Penalty: 3943.099365
	Iteration 29Q: 3 clusters Score -275125.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -275126.937500 Penalty: 3943.099365
	Iteration 30Q: 3 clusters Score -275126.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -275127.062500 Penalty: 3943.099365
	Iteration 31Q: 3 clusters Score -275127.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -275127.062500 Penalty: 3943.099365
	Iteration 32F: 3 clusters Score -275127.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 26130 members 
Mstep: Class 2 contains 46290 members 
Mstep: Class 3 contains 11000 members 
Mstep: Class 4 contains 1709 members 
Mstep: Class 5 contains 245408 members 
Mstep: Class 6 contains 1239 members 
Mstep: Class 7 contains 5278 members 
Mstep: Class 8 contains 221589 members 
Mstep: Class 9 contains 95099 members 
Mstep: Class 10 contains 66241 members 
Mstep: Class 11 contains 9842 members 
Mstep: Class 12 contains 44941 members 
Mstep: Class 13 contains 5318 members 
Mstep: Class 14 contains 11285 members 
Mstep: Class 15 contains 8334 members 
Mstep: Class 16 contains 216257 members 
Mstep: Class 17 contains 1271 members 
Mstep: Class 18 contains 5534 members 
Mstep: Class 19 contains 1169 members 
Mstep: Class 20 contains 10432 members 
Mstep: Class 21 contains 27452 members 
Mstep: Class 22 contains 197458 members 
Mstep: Class 23 contains 9551 members 
Mstep: Class 24 contains 71058 members 
Mstep: Class 25 contains 3901 members 
Mstep: Class 26 contains 1121 members 
Mstep: Class 27 contains 6557 members 
Mstep: Class 28 contains 7178 members 
Mstep: Class 29 contains 1596 members 
Entering Unmasked Estep 
Score: -155579632.000000 Penalty: 101573.890625
Splitting cluster 6 changes total score from -155578624.000000 to -155579632.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 7 (5278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Entering Unmasked Estep 
Score: -618720.250000 Penalty: 2125.683105
	Iteration 0F: 2 clusters Score -618720.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -613989.125000 Penalty: 4251.366211
	Iteration 0F: 3 clusters Score -613989.1 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -615159.250000 Penalty: 4251.366211
	Iteration 1F: 3 clusters Score -615159.2 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -615379.562500 Penalty: 4251.366211
	Iteration 2F: 3 clusters Score -615379.6 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -615534.812500 Penalty: 4251.366211
	Iteration 3F: 3 clusters Score -615534.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -615646.562500 Penalty: 4251.366211
	Iteration 4Q: 3 clusters Score -615646.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -615726.500000 Penalty: 4251.366211
	Iteration 5Q: 3 clusters Score -615726.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -615796.125000 Penalty: 4251.366211
	Iteration 6Q: 3 clusters Score -615796.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -615841.000000 Penalty: 4251.366211
	Iteration 7Q: 3 clusters Score -615841 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -615878.000000 Penalty: 4251.366211
	Iteration 8Q: 3 clusters Score -615878 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -615908.875000 Penalty: 4251.366211
	Iteration 9Q: 3 clusters Score -615908.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -615941.000000 Penalty: 4251.366211
	Iteration 10Q: 3 clusters Score -615941 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -615967.375000 Penalty: 4251.366211
	Iteration 11Q: 3 clusters Score -615967.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -615993.500000 Penalty: 4251.366211
	Iteration 12Q: 3 clusters Score -615993.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -616023.437500 Penalty: 4251.366211
	Iteration 13Q: 3 clusters Score -616023.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -616049.625000 Penalty: 4251.366211
	Iteration 14Q: 3 clusters Score -616049.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -616072.125000 Penalty: 4251.366211
	Iteration 15Q: 3 clusters Score -616072.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -616091.437500 Penalty: 4251.366211
	Iteration 16Q: 3 clusters Score -616091.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -616120.875000 Penalty: 4251.366211
	Iteration 17Q: 3 clusters Score -616120.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -616148.562500 Penalty: 4251.366211
	Iteration 18Q: 3 clusters Score -616148.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -616166.125000 Penalty: 4251.366211
	Iteration 19Q: 3 clusters Score -616166.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -616184.000000 Penalty: 4251.366211
	Iteration 20F: 3 clusters Score -616184 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -616202.250000 Penalty: 4251.366211
	Iteration 21Q: 3 clusters Score -616202.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -616216.625000 Penalty: 4251.366211
	Iteration 22Q: 3 clusters Score -616216.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -616227.062500 Penalty: 4251.366211
	Iteration 23Q: 3 clusters Score -616227.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -616239.250000 Penalty: 4251.366211
	Iteration 24Q: 3 clusters Score -616239.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -616249.625000 Penalty: 4251.366211
	Iteration 25Q: 3 clusters Score -616249.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -616258.437500 Penalty: 4251.366211
	Iteration 26Q: 3 clusters Score -616258.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -616266.125000 Penalty: 4251.366211
	Iteration 27Q: 3 clusters Score -616266.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -616272.437500 Penalty: 4251.366211
	Iteration 28Q: 3 clusters Score -616272.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -616279.500000 Penalty: 4251.366211
	Iteration 29Q: 3 clusters Score -616279.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -616288.562500 Penalty: 4251.366211
	Iteration 30Q: 3 clusters Score -616288.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -616299.250000 Penalty: 4251.366211
	Iteration 31Q: 3 clusters Score -616299.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -616306.375000 Penalty: 4251.366211
	Iteration 32Q: 3 clusters Score -616306.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -616317.375000 Penalty: 4251.366211
	Iteration 33Q: 3 clusters Score -616317.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -616328.937500 Penalty: 4251.366211
	Iteration 34Q: 3 clusters Score -616328.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -616339.562500 Penalty: 4251.366211
	Iteration 35Q: 3 clusters Score -616339.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -616349.625000 Penalty: 4251.366211
	Iteration 36Q: 3 clusters Score -616349.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -616359.437500 Penalty: 4251.366211
	Iteration 37Q: 3 clusters Score -616359.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -616369.750000 Penalty: 4251.366211
	Iteration 38Q: 3 clusters Score -616369.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -616384.250000 Penalty: 4251.366211
	Iteration 39Q: 3 clusters Score -616384.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -616400.125000 Penalty: 4251.366211
	Iteration 40F: 3 clusters Score -616400.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -616411.750000 Penalty: 4251.366211
	Iteration 41Q: 3 clusters Score -616411.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -616420.875000 Penalty: 4251.366211
	Iteration 42Q: 3 clusters Score -616420.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -616435.437500 Penalty: 4251.366211
	Iteration 43Q: 3 clusters Score -616435.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -616444.562500 Penalty: 4251.366211
	Iteration 44Q: 3 clusters Score -616444.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -616452.062500 Penalty: 4251.366211
	Iteration 45Q: 3 clusters Score -616452.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -616465.500000 Penalty: 4251.366211
	Iteration 46Q: 3 clusters Score -616465.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -616474.437500 Penalty: 4251.366211
	Iteration 47Q: 3 clusters Score -616474.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -616486.875000 Penalty: 4251.366211
	Iteration 48Q: 3 clusters Score -616486.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -616499.812500 Penalty: 4251.366211
	Iteration 49Q: 3 clusters Score -616499.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -616512.562500 Penalty: 4251.366211
	Iteration 50Q: 3 clusters Score -616512.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -616526.625000 Penalty: 4251.366211
	Iteration 51Q: 3 clusters Score -616526.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -616543.062500 Penalty: 4251.366211
	Iteration 52Q: 3 clusters Score -616543.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -616558.062500 Penalty: 4251.366211
	Iteration 53Q: 3 clusters Score -616558.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -616565.250000 Penalty: 4251.366211
	Iteration 54Q: 3 clusters Score -616565.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -616574.937500 Penalty: 4251.366211
	Iteration 55Q: 3 clusters Score -616574.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -616582.062500 Penalty: 4251.366211
	Iteration 56Q: 3 clusters Score -616582.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -616588.937500 Penalty: 4251.366211
	Iteration 57Q: 3 clusters Score -616588.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -616595.437500 Penalty: 4251.366211
	Iteration 58Q: 3 clusters Score -616595.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -616603.187500 Penalty: 4251.366211
	Iteration 59Q: 3 clusters Score -616603.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -616606.250000 Penalty: 4251.366211
	Iteration 60F: 3 clusters Score -616606.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -616607.750000 Penalty: 4251.366211
	Iteration 61Q: 3 clusters Score -616607.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -616608.250000 Penalty: 4251.366211
	Iteration 62Q: 3 clusters Score -616608.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -616611.875000 Penalty: 4251.366211
	Iteration 63Q: 3 clusters Score -616611.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -616616.750000 Penalty: 4251.366211
	Iteration 64Q: 3 clusters Score -616616.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -616621.812500 Penalty: 4251.366211
	Iteration 65Q: 3 clusters Score -616621.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -616624.687500 Penalty: 4251.366211
	Iteration 66Q: 3 clusters Score -616624.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -616628.500000 Penalty: 4251.366211
	Iteration 67Q: 3 clusters Score -616628.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -616632.187500 Penalty: 4251.366211
	Iteration 68Q: 3 clusters Score -616632.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -616635.375000 Penalty: 4251.366211
	Iteration 69Q: 3 clusters Score -616635.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -616640.187500 Penalty: 4251.366211
	Iteration 70Q: 3 clusters Score -616640.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -616642.250000 Penalty: 4251.366211
	Iteration 71Q: 3 clusters Score -616642.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -616646.750000 Penalty: 4251.366211
	Iteration 72Q: 3 clusters Score -616646.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -616648.750000 Penalty: 4251.366211
	Iteration 73Q: 3 clusters Score -616648.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -616655.687500 Penalty: 4251.366211
	Iteration 74Q: 3 clusters Score -616655.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -616659.625000 Penalty: 4251.366211
	Iteration 75Q: 3 clusters Score -616659.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -616661.937500 Penalty: 4251.366211
	Iteration 76Q: 3 clusters Score -616661.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -616665.625000 Penalty: 4251.366211
	Iteration 77Q: 3 clusters Score -616665.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -616668.375000 Penalty: 4251.366211
	Iteration 78Q: 3 clusters Score -616668.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -616672.000000 Penalty: 4251.366211
	Iteration 79Q: 3 clusters Score -616672 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -616676.687500 Penalty: 4251.366211
	Iteration 80F: 3 clusters Score -616676.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -616681.250000 Penalty: 4251.366211
	Iteration 81Q: 3 clusters Score -616681.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -616687.000000 Penalty: 4251.366211
	Iteration 82Q: 3 clusters Score -616687 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -616693.750000 Penalty: 4251.366211
	Iteration 83Q: 3 clusters Score -616693.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -616700.062500 Penalty: 4251.366211
	Iteration 84Q: 3 clusters Score -616700.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -616705.437500 Penalty: 4251.366211
	Iteration 85Q: 3 clusters Score -616705.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -616713.562500 Penalty: 4251.366211
	Iteration 86Q: 3 clusters Score -616713.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -616723.687500 Penalty: 4251.366211
	Iteration 87Q: 3 clusters Score -616723.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -616730.812500 Penalty: 4251.366211
	Iteration 88Q: 3 clusters Score -616730.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -616739.812500 Penalty: 4251.366211
	Iteration 89Q: 3 clusters Score -616739.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -616750.437500 Penalty: 4251.366211
	Iteration 90Q: 3 clusters Score -616750.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -616755.562500 Penalty: 4251.366211
	Iteration 91Q: 3 clusters Score -616755.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -616759.250000 Penalty: 4251.366211
	Iteration 92Q: 3 clusters Score -616759.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -616762.812500 Penalty: 4251.366211
	Iteration 93Q: 3 clusters Score -616762.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -616767.500000 Penalty: 4251.366211
	Iteration 94Q: 3 clusters Score -616767.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -616768.250000 Penalty: 4251.366211
	Iteration 95Q: 3 clusters Score -616768.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -616770.125000 Penalty: 4251.366211
	Iteration 96Q: 3 clusters Score -616770.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -616772.750000 Penalty: 4251.366211
	Iteration 97Q: 3 clusters Score -616772.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -616776.000000 Penalty: 4251.366211
	Iteration 98Q: 3 clusters Score -616776 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -616778.812500 Penalty: 4251.366211
	Iteration 99Q: 3 clusters Score -616778.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -616781.687500 Penalty: 4251.366211
	Iteration 100F: 3 clusters Score -616781.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -616784.250000 Penalty: 4251.366211
	Iteration 101Q: 3 clusters Score -616784.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -616789.125000 Penalty: 4251.366211
	Iteration 102Q: 3 clusters Score -616789.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -616792.125000 Penalty: 4251.366211
	Iteration 103Q: 3 clusters Score -616792.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -616796.687500 Penalty: 4251.366211
	Iteration 104Q: 3 clusters Score -616796.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -616798.375000 Penalty: 4251.366211
	Iteration 105Q: 3 clusters Score -616798.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -616799.437500 Penalty: 4251.366211
	Iteration 106Q: 3 clusters Score -616799.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -616801.687500 Penalty: 4251.366211
	Iteration 107Q: 3 clusters Score -616801.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -616802.562500 Penalty: 4251.366211
	Iteration 108Q: 3 clusters Score -616802.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -616802.937500 Penalty: 4251.366211
	Iteration 109Q: 3 clusters Score -616802.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -616805.625000 Penalty: 4251.366211
	Iteration 110Q: 3 clusters Score -616805.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -616806.000000 Penalty: 4251.366211
	Iteration 111Q: 3 clusters Score -616806 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -616806.000000 Penalty: 4251.366211
	Iteration 112F: 3 clusters Score -616806 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (221589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221589 members 
Entering Unmasked Estep 
Score: -26238026.000000 Penalty: 3052.527588
	Iteration 0F: 2 clusters Score -2.623803e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110766 members 
Mstep: Class 2 contains 110823 members 
Entering Unmasked Estep 
Score: -26089450.000000 Penalty: 6105.055176
	Iteration 0F: 3 clusters Score -2.608945e+07 nChanged 107078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110854 members 
Mstep: Class 2 contains 110735 members 
Entering Unmasked Estep 
Score: -26152956.000000 Penalty: 6105.055176
	Iteration 1F: 3 clusters Score -2.615296e+07 nChanged 6126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111006 members 
Mstep: Class 2 contains 110583 members 
Entering Unmasked Estep 
Score: -26154564.000000 Penalty: 6105.055176
	Iteration 2Q: 3 clusters Score -2.615456e+07 nChanged 6913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111269 members 
Mstep: Class 2 contains 110320 members 
Entering Unmasked Estep 
Score: -26156526.000000 Penalty: 6105.055176
	Iteration 3Q: 3 clusters Score -2.615653e+07 nChanged 7911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111598 members 
Mstep: Class 2 contains 109991 members 
Entering Unmasked Estep 
Score: -26159270.000000 Penalty: 6105.055176
	Iteration 4Q: 3 clusters Score -2.615927e+07 nChanged 9230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112176 members 
Mstep: Class 2 contains 109413 members 
Entering Unmasked Estep 
Score: -26162796.000000 Penalty: 6105.055176
	Iteration 5Q: 3 clusters Score -2.61628e+07 nChanged 10705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113371 members 
Mstep: Class 2 contains 108218 members 
Entering Unmasked Estep 
Score: -26167646.000000 Penalty: 6105.055176
	Iteration 6Q: 3 clusters Score -2.616765e+07 nChanged 12083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115636 members 
Mstep: Class 2 contains 105953 members 
Entering Unmasked Estep 
Score: -26174254.000000 Penalty: 6105.055176
	Iteration 7F: 3 clusters Score -2.617425e+07 nChanged 13012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119402 members 
Mstep: Class 2 contains 102187 members 
Entering Unmasked Estep 
Score: -26181852.000000 Penalty: 6105.055176
	Iteration 8F: 3 clusters Score -2.618185e+07 nChanged 13154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124442 members 
Mstep: Class 2 contains 97147 members 
Entering Unmasked Estep 
Score: -26190560.000000 Penalty: 6105.055176
	Iteration 9F: 3 clusters Score -2.619056e+07 nChanged 12445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130285 members 
Mstep: Class 2 contains 91304 members 
Entering Unmasked Estep 
Score: -26198962.000000 Penalty: 6105.055176
	Iteration 10F: 3 clusters Score -2.619896e+07 nChanged 10497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135930 members 
Mstep: Class 2 contains 85659 members 
Entering Unmasked Estep 
Score: -26204540.000000 Penalty: 6105.055176
	Iteration 11Q: 3 clusters Score -2.620454e+07 nChanged 7845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140939 members 
Mstep: Class 2 contains 80650 members 
Entering Unmasked Estep 
Score: -26208112.000000 Penalty: 6105.055176
	Iteration 12Q: 3 clusters Score -2.620811e+07 nChanged 5946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145619 members 
Mstep: Class 2 contains 75970 members 
Entering Unmasked Estep 
Score: -26210068.000000 Penalty: 6105.055176
	Iteration 13Q: 3 clusters Score -2.621007e+07 nChanged 4858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150051 members 
Mstep: Class 2 contains 71538 members 
Entering Unmasked Estep 
Score: -26211714.000000 Penalty: 6105.055176
	Iteration 14Q: 3 clusters Score -2.621171e+07 nChanged 4551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154492 members 
Mstep: Class 2 contains 67097 members 
Entering Unmasked Estep 
Score: -26213226.000000 Penalty: 6105.055176
	Iteration 15Q: 3 clusters Score -2.621323e+07 nChanged 4619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159055 members 
Mstep: Class 2 contains 62534 members 
Entering Unmasked Estep 
Score: -26214804.000000 Penalty: 6105.055176
	Iteration 16Q: 3 clusters Score -2.62148e+07 nChanged 4574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163593 members 
Mstep: Class 2 contains 57996 members 
Entering Unmasked Estep 
Score: -26216506.000000 Penalty: 6105.055176
	Iteration 17Q: 3 clusters Score -2.621651e+07 nChanged 4615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168192 members 
Mstep: Class 2 contains 53397 members 
Entering Unmasked Estep 
Score: -26218576.000000 Penalty: 6105.055176
	Iteration 18Q: 3 clusters Score -2.621858e+07 nChanged 4518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172692 members 
Mstep: Class 2 contains 48897 members 
Entering Unmasked Estep 
Score: -26220262.000000 Penalty: 6105.055176
	Iteration 19Q: 3 clusters Score -2.622026e+07 nChanged 4392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177076 members 
Mstep: Class 2 contains 44513 members 
Entering Unmasked Estep 
Score: -26221926.000000 Penalty: 6105.055176
	Iteration 20F: 3 clusters Score -2.622193e+07 nChanged 4336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181404 members 
Mstep: Class 2 contains 40185 members 
Entering Unmasked Estep 
Score: -26223740.000000 Penalty: 6105.055176
	Iteration 21Q: 3 clusters Score -2.622374e+07 nChanged 4239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185639 members 
Mstep: Class 2 contains 35950 members 
Entering Unmasked Estep 
Score: -26225542.000000 Penalty: 6105.055176
	Iteration 22Q: 3 clusters Score -2.622554e+07 nChanged 3870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189507 members 
Mstep: Class 2 contains 32082 members 
Entering Unmasked Estep 
Score: -26227156.000000 Penalty: 6105.055176
	Iteration 23Q: 3 clusters Score -2.622716e+07 nChanged 3648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193155 members 
Mstep: Class 2 contains 28434 members 
Entering Unmasked Estep 
Score: -26228868.000000 Penalty: 6105.055176
	Iteration 24Q: 3 clusters Score -2.622887e+07 nChanged 3415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196568 members 
Mstep: Class 2 contains 25021 members 
Entering Unmasked Estep 
Score: -26230594.000000 Penalty: 6105.055176
	Iteration 25Q: 3 clusters Score -2.623059e+07 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199729 members 
Mstep: Class 2 contains 21860 members 
Entering Unmasked Estep 
Score: -26231976.000000 Penalty: 6105.055176
	Iteration 26Q: 3 clusters Score -2.623198e+07 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202617 members 
Mstep: Class 2 contains 18972 members 
Entering Unmasked Estep 
Score: -26233238.000000 Penalty: 6105.055176
	Iteration 27Q: 3 clusters Score -2.623324e+07 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205127 members 
Mstep: Class 2 contains 16462 members 
Entering Unmasked Estep 
Score: -26234316.000000 Penalty: 6105.055176
	Iteration 28Q: 3 clusters Score -2.623432e+07 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207247 members 
Mstep: Class 2 contains 14342 members 
Entering Unmasked Estep 
Score: -26235146.000000 Penalty: 6105.055176
	Iteration 29Q: 3 clusters Score -2.623515e+07 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209017 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -26235710.000000 Penalty: 6105.055176
	Iteration 30Q: 3 clusters Score -2.623571e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210447 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -26236192.000000 Penalty: 6105.055176
	Iteration 31Q: 3 clusters Score -2.623619e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211617 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -26236346.000000 Penalty: 6105.055176
	Iteration 32Q: 3 clusters Score -2.623635e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212546 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -26236588.000000 Penalty: 6105.055176
	Iteration 33Q: 3 clusters Score -2.623659e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213281 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -26236778.000000 Penalty: 6105.055176
	Iteration 34Q: 3 clusters Score -2.623678e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213895 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -26236874.000000 Penalty: 6105.055176
	Iteration 35Q: 3 clusters Score -2.623687e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214407 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -26236908.000000 Penalty: 6105.055176
	Iteration 36Q: 3 clusters Score -2.623691e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214804 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -26237004.000000 Penalty: 6105.055176
	Iteration 37Q: 3 clusters Score -2.6237e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215159 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -26237104.000000 Penalty: 6105.055176
	Iteration 38Q: 3 clusters Score -2.62371e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215428 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -26237156.000000 Penalty: 6105.055176
	Iteration 39Q: 3 clusters Score -2.623716e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215623 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -26237106.000000 Penalty: 6105.055176
	Iteration 40F: 3 clusters Score -2.623711e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215779 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -26237124.000000 Penalty: 6105.055176
	Iteration 41Q: 3 clusters Score -2.623712e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215911 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -26237170.000000 Penalty: 6105.055176
	Iteration 42Q: 3 clusters Score -2.623717e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216018 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -26237196.000000 Penalty: 6105.055176
	Iteration 43Q: 3 clusters Score -2.62372e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216113 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -26237212.000000 Penalty: 6105.055176
	Iteration 44Q: 3 clusters Score -2.623721e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216221 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -26237224.000000 Penalty: 6105.055176
	Iteration 45Q: 3 clusters Score -2.623722e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216310 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -26237298.000000 Penalty: 6105.055176
	Iteration 46Q: 3 clusters Score -2.62373e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216392 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -26237290.000000 Penalty: 6105.055176
	Iteration 47Q: 3 clusters Score -2.623729e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216470 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -26237316.000000 Penalty: 6105.055176
	Iteration 48Q: 3 clusters Score -2.623732e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216527 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -26237328.000000 Penalty: 6105.055176
	Iteration 49Q: 3 clusters Score -2.623733e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216580 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -26237326.000000 Penalty: 6105.055176
	Iteration 50Q: 3 clusters Score -2.623733e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216624 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -26237316.000000 Penalty: 6105.055176
	Iteration 51Q: 3 clusters Score -2.623732e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216658 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -26237322.000000 Penalty: 6105.055176
	Iteration 52Q: 3 clusters Score -2.623732e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216693 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -26237314.000000 Penalty: 6105.055176
	Iteration 53Q: 3 clusters Score -2.623731e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216719 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -26237320.000000 Penalty: 6105.055176
	Iteration 54Q: 3 clusters Score -2.623732e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216737 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -26237314.000000 Penalty: 6105.055176
	Iteration 55Q: 3 clusters Score -2.623731e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216746 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -26237312.000000 Penalty: 6105.055176
	Iteration 56Q: 3 clusters Score -2.623731e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216745 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -26237310.000000 Penalty: 6105.055176
	Iteration 57Q: 3 clusters Score -2.623731e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216745 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -26237316.000000 Penalty: 6105.055176
	Iteration 58Q: 3 clusters Score -2.623732e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216747 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -26237330.000000 Penalty: 6105.055176
	Iteration 59Q: 3 clusters Score -2.623733e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216748 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -26237330.000000 Penalty: 6105.055176
	Iteration 60F: 3 clusters Score -2.623733e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216752 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -26237314.000000 Penalty: 6105.055176
	Iteration 61Q: 3 clusters Score -2.623731e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216755 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -26237298.000000 Penalty: 6105.055176
	Iteration 62Q: 3 clusters Score -2.62373e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216754 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -26237298.000000 Penalty: 6105.055176
	Iteration 63Q: 3 clusters Score -2.62373e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216754 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -26237318.000000 Penalty: 6105.055176
	Iteration 64Q: 3 clusters Score -2.623732e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216755 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -26237314.000000 Penalty: 6105.055176
	Iteration 65Q: 3 clusters Score -2.623731e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216756 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -26237318.000000 Penalty: 6105.055176
	Iteration 66Q: 3 clusters Score -2.623732e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216758 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -26237302.000000 Penalty: 6105.055176
	Iteration 67Q: 3 clusters Score -2.62373e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216758 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -26237302.000000 Penalty: 6105.055176
	Iteration 68F: 3 clusters Score -2.62373e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (95099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95099 members 
Entering Unmasked Estep 
Score: -11158591.000000 Penalty: 2842.743164
	Iteration 0F: 2 clusters Score -1.115859e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47714 members 
Mstep: Class 2 contains 47385 members 
Entering Unmasked Estep 
Score: -11094857.000000 Penalty: 5685.486328
	Iteration 0F: 3 clusters Score -1.109486e+07 nChanged 44877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50131 members 
Mstep: Class 2 contains 44968 members 
Entering Unmasked Estep 
Score: -11120778.000000 Penalty: 5685.486328
	Iteration 1F: 3 clusters Score -1.112078e+07 nChanged 3285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51602 members 
Mstep: Class 2 contains 43497 members 
Entering Unmasked Estep 
Score: -11121663.000000 Penalty: 5685.486328
	Iteration 2Q: 3 clusters Score -1.112166e+07 nChanged 3551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53841 members 
Mstep: Class 2 contains 41258 members 
Entering Unmasked Estep 
Score: -11122786.000000 Penalty: 5685.486328
	Iteration 3Q: 3 clusters Score -1.112279e+07 nChanged 4283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57226 members 
Mstep: Class 2 contains 37873 members 
Entering Unmasked Estep 
Score: -11124503.000000 Penalty: 5685.486328
	Iteration 4Q: 3 clusters Score -1.11245e+07 nChanged 5343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62015 members 
Mstep: Class 2 contains 33084 members 
Entering Unmasked Estep 
Score: -11127327.000000 Penalty: 5685.486328
	Iteration 5F: 3 clusters Score -1.112733e+07 nChanged 6663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68394 members 
Mstep: Class 2 contains 26705 members 
Entering Unmasked Estep 
Score: -11131842.000000 Penalty: 5685.486328
	Iteration 6F: 3 clusters Score -1.113184e+07 nChanged 7658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75894 members 
Mstep: Class 2 contains 19205 members 
Entering Unmasked Estep 
Score: -11138208.000000 Penalty: 5685.486328
	Iteration 7F: 3 clusters Score -1.113821e+07 nChanged 7434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83260 members 
Mstep: Class 2 contains 11839 members 
Entering Unmasked Estep 
Score: -11145031.000000 Penalty: 5685.486328
	Iteration 8F: 3 clusters Score -1.114503e+07 nChanged 5701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88937 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -11150438.000000 Penalty: 5685.486328
	Iteration 9F: 3 clusters Score -1.115044e+07 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92301 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -11153575.000000 Penalty: 5685.486328
	Iteration 10Q: 3 clusters Score -1.115358e+07 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93942 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -11155074.000000 Penalty: 5685.486328
	Iteration 11Q: 3 clusters Score -1.115507e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94511 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -11155620.000000 Penalty: 5685.486328
	Iteration 12Q: 3 clusters Score -1.115562e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94683 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -11155829.000000 Penalty: 5685.486328
	Iteration 13Q: 3 clusters Score -1.115583e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94746 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -11155935.000000 Penalty: 5685.486328
	Iteration 14Q: 3 clusters Score -1.115594e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94774 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -11155989.000000 Penalty: 5685.486328
	Iteration 15Q: 3 clusters Score -1.115599e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94788 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -11156028.000000 Penalty: 5685.486328
	Iteration 16Q: 3 clusters Score -1.115603e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94791 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -11156058.000000 Penalty: 5685.486328
	Iteration 17Q: 3 clusters Score -1.115606e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94794 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -11156066.000000 Penalty: 5685.486328
	Iteration 18Q: 3 clusters Score -1.115607e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94798 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -11156073.000000 Penalty: 5685.486328
	Iteration 19Q: 3 clusters Score -1.115607e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94803 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -11156077.000000 Penalty: 5685.486328
	Iteration 20F: 3 clusters Score -1.115608e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94805 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -11156088.000000 Penalty: 5685.486328
	Iteration 21Q: 3 clusters Score -1.115609e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94803 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -11156092.000000 Penalty: 5685.486328
	Iteration 22Q: 3 clusters Score -1.115609e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94805 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -11156097.000000 Penalty: 5685.486328
	Iteration 23Q: 3 clusters Score -1.11561e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94807 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -11156092.000000 Penalty: 5685.486328
	Iteration 24Q: 3 clusters Score -1.115609e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94809 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -11156113.000000 Penalty: 5685.486328
	Iteration 25Q: 3 clusters Score -1.115611e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94808 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -11156117.000000 Penalty: 5685.486328
	Iteration 26Q: 3 clusters Score -1.115612e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94807 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -11156121.000000 Penalty: 5685.486328
	Iteration 27Q: 3 clusters Score -1.115612e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94808 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -11156128.000000 Penalty: 5685.486328
	Iteration 28Q: 3 clusters Score -1.115613e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94809 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -11156124.000000 Penalty: 5685.486328
	Iteration 29Q: 3 clusters Score -1.115612e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94810 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -11156123.000000 Penalty: 5685.486328
	Iteration 30Q: 3 clusters Score -1.115612e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94811 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -11156118.000000 Penalty: 5685.486328
	Iteration 31Q: 3 clusters Score -1.115612e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94813 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -11156125.000000 Penalty: 5685.486328
	Iteration 32Q: 3 clusters Score -1.115612e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94814 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -11156121.000000 Penalty: 5685.486328
	Iteration 33Q: 3 clusters Score -1.115612e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94814 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -11156124.000000 Penalty: 5685.486328
	Iteration 34Q: 3 clusters Score -1.115612e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94813 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -11156125.000000 Penalty: 5685.486328
	Iteration 35Q: 3 clusters Score -1.115612e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94813 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -11156125.000000 Penalty: 5685.486328
	Iteration 36F: 3 clusters Score -1.115612e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (66241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66241 members 
Entering Unmasked Estep 
Score: -7143061.500000 Penalty: 2753.061768
	Iteration 0F: 2 clusters Score -7143062 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33403 members 
Mstep: Class 2 contains 32838 members 
Entering Unmasked Estep 
Score: -7098812.000000 Penalty: 5506.123535
	Iteration 0F: 3 clusters Score -7098812 nChanged 30873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36082 members 
Mstep: Class 2 contains 30159 members 
Entering Unmasked Estep 
Score: -7117387.500000 Penalty: 5506.123535
	Iteration 1F: 3 clusters Score -7117388 nChanged 3713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37871 members 
Mstep: Class 2 contains 28370 members 
Entering Unmasked Estep 
Score: -7119280.000000 Penalty: 5506.123535
	Iteration 2F: 3 clusters Score -7119280 nChanged 4119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40326 members 
Mstep: Class 2 contains 25915 members 
Entering Unmasked Estep 
Score: -7121792.500000 Penalty: 5506.123535
	Iteration 3F: 3 clusters Score -7121792 nChanged 4561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43367 members 
Mstep: Class 2 contains 22874 members 
Entering Unmasked Estep 
Score: -7124842.500000 Penalty: 5506.123535
	Iteration 4F: 3 clusters Score -7124842 nChanged 4751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46780 members 
Mstep: Class 2 contains 19461 members 
Entering Unmasked Estep 
Score: -7128182.500000 Penalty: 5506.123535
	Iteration 5F: 3 clusters Score -7128182 nChanged 4208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50022 members 
Mstep: Class 2 contains 16219 members 
Entering Unmasked Estep 
Score: -7131195.500000 Penalty: 5506.123535
	Iteration 6F: 3 clusters Score -7131196 nChanged 3423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52855 members 
Mstep: Class 2 contains 13386 members 
Entering Unmasked Estep 
Score: -7133552.500000 Penalty: 5506.123535
	Iteration 7F: 3 clusters Score -7133552 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55251 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -7135564.000000 Penalty: 5506.123535
	Iteration 8Q: 3 clusters Score -7135564 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57112 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -7137062.000000 Penalty: 5506.123535
	Iteration 9Q: 3 clusters Score -7137062 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58500 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -7138108.500000 Penalty: 5506.123535
	Iteration 10Q: 3 clusters Score -7138108 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59517 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -7138787.000000 Penalty: 5506.123535
	Iteration 11Q: 3 clusters Score -7138787 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60315 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -7139253.500000 Penalty: 5506.123535
	Iteration 12Q: 3 clusters Score -7139254 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60992 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -7139567.000000 Penalty: 5506.123535
	Iteration 13Q: 3 clusters Score -7139567 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61550 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -7139814.000000 Penalty: 5506.123535
	Iteration 14Q: 3 clusters Score -7139814 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62037 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -7139988.000000 Penalty: 5506.123535
	Iteration 15Q: 3 clusters Score -7139988 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62434 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -7140151.500000 Penalty: 5506.123535
	Iteration 16Q: 3 clusters Score -7140152 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62796 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -7140249.000000 Penalty: 5506.123535
	Iteration 17Q: 3 clusters Score -7140249 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63076 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -7140356.500000 Penalty: 5506.123535
	Iteration 18Q: 3 clusters Score -7140356 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63272 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -7140426.000000 Penalty: 5506.123535
	Iteration 19Q: 3 clusters Score -7140426 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63447 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -7140495.000000 Penalty: 5506.123535
	Iteration 20F: 3 clusters Score -7140495 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63611 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -7140557.500000 Penalty: 5506.123535
	Iteration 21Q: 3 clusters Score -7140558 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63759 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -7140576.000000 Penalty: 5506.123535
	Iteration 22Q: 3 clusters Score -7140576 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63876 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -7140619.000000 Penalty: 5506.123535
	Iteration 23Q: 3 clusters Score -7140619 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63995 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -7140652.000000 Penalty: 5506.123535
	Iteration 24Q: 3 clusters Score -7140652 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64111 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -7140702.000000 Penalty: 5506.123535
	Iteration 25Q: 3 clusters Score -7140702 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64225 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -7140739.500000 Penalty: 5506.123535
	Iteration 26Q: 3 clusters Score -7140740 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64319 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -7140763.500000 Penalty: 5506.123535
	Iteration 27Q: 3 clusters Score -7140764 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64398 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -7140796.000000 Penalty: 5506.123535
	Iteration 28Q: 3 clusters Score -7140796 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64469 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -7140816.500000 Penalty: 5506.123535
	Iteration 29Q: 3 clusters Score -7140816 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64542 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -7140831.500000 Penalty: 5506.123535
	Iteration 30Q: 3 clusters Score -7140832 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64597 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -7140859.500000 Penalty: 5506.123535
	Iteration 31Q: 3 clusters Score -7140860 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64635 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -7140885.000000 Penalty: 5506.123535
	Iteration 32Q: 3 clusters Score -7140885 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64669 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -7140890.000000 Penalty: 5506.123535
	Iteration 33Q: 3 clusters Score -7140890 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64697 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -7140892.000000 Penalty: 5506.123535
	Iteration 34Q: 3 clusters Score -7140892 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64723 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -7140897.000000 Penalty: 5506.123535
	Iteration 35Q: 3 clusters Score -7140897 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64738 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -7140899.000000 Penalty: 5506.123535
	Iteration 36Q: 3 clusters Score -7140899 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64753 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -7140916.500000 Penalty: 5506.123535
	Iteration 37Q: 3 clusters Score -7140916 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64768 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -7140910.000000 Penalty: 5506.123535
	Iteration 38Q: 3 clusters Score -7140910 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64786 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -7140915.000000 Penalty: 5506.123535
	Iteration 39Q: 3 clusters Score -7140915 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64804 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -7140925.000000 Penalty: 5506.123535
	Iteration 40F: 3 clusters Score -7140925 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64816 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -7140924.000000 Penalty: 5506.123535
	Iteration 41Q: 3 clusters Score -7140924 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64830 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -7140926.500000 Penalty: 5506.123535
	Iteration 42Q: 3 clusters Score -7140926 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64839 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -7140937.000000 Penalty: 5506.123535
	Iteration 43Q: 3 clusters Score -7140937 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64842 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -7140940.000000 Penalty: 5506.123535
	Iteration 44Q: 3 clusters Score -7140940 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64851 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -7140946.000000 Penalty: 5506.123535
	Iteration 45Q: 3 clusters Score -7140946 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64859 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -7140959.500000 Penalty: 5506.123535
	Iteration 46Q: 3 clusters Score -7140960 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64867 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -7140968.000000 Penalty: 5506.123535
	Iteration 47Q: 3 clusters Score -7140968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64868 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -7140970.000000 Penalty: 5506.123535
	Iteration 48Q: 3 clusters Score -7140970 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64873 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -7140968.000000 Penalty: 5506.123535
	Iteration 49Q: 3 clusters Score -7140968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64877 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -7140966.500000 Penalty: 5506.123535
	Iteration 50Q: 3 clusters Score -7140966 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64880 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -7140960.000000 Penalty: 5506.123535
	Iteration 51Q: 3 clusters Score -7140960 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64890 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -7140964.500000 Penalty: 5506.123535
	Iteration 52Q: 3 clusters Score -7140964 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64903 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -7140972.000000 Penalty: 5506.123535
	Iteration 53Q: 3 clusters Score -7140972 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64917 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -7140988.500000 Penalty: 5506.123535
	Iteration 54Q: 3 clusters Score -7140988 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64928 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -7140989.500000 Penalty: 5506.123535
	Iteration 55Q: 3 clusters Score -7140990 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64940 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -7140989.000000 Penalty: 5506.123535
	Iteration 56Q: 3 clusters Score -7140989 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64952 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -7140995.500000 Penalty: 5506.123535
	Iteration 57Q: 3 clusters Score -7140996 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64961 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -7141006.500000 Penalty: 5506.123535
	Iteration 58Q: 3 clusters Score -7141006 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64971 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -7141010.000000 Penalty: 5506.123535
	Iteration 59Q: 3 clusters Score -7141010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64973 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -7141012.000000 Penalty: 5506.123535
	Iteration 60F: 3 clusters Score -7141012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64972 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -7141017.000000 Penalty: 5506.123535
	Iteration 61Q: 3 clusters Score -7141017 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64972 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -7141017.000000 Penalty: 5506.123535
	Iteration 62F: 3 clusters Score -7141017 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (9842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Entering Unmasked Estep 
Score: -1157880.750000 Penalty: 2280.214600
	Iteration 0F: 2 clusters Score -1157881 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -1150332.875000 Penalty: 4560.429199
	Iteration 0F: 3 clusters Score -1150333 nChanged 4055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -1152500.000000 Penalty: 4560.429199
	Iteration 1F: 3 clusters Score -1152500 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -1152824.000000 Penalty: 4560.429199
	Iteration 2F: 3 clusters Score -1152824 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -1153056.125000 Penalty: 4560.429199
	Iteration 3F: 3 clusters Score -1153056 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -1153229.250000 Penalty: 4560.429199
	Iteration 4Q: 3 clusters Score -1153229 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -1153394.625000 Penalty: 4560.429199
	Iteration 5Q: 3 clusters Score -1153395 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -1153556.625000 Penalty: 4560.429199
	Iteration 6Q: 3 clusters Score -1153557 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -1153725.125000 Penalty: 4560.429199
	Iteration 7Q: 3 clusters Score -1153725 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -1153905.875000 Penalty: 4560.429199
	Iteration 8Q: 3 clusters Score -1153906 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -1154076.875000 Penalty: 4560.429199
	Iteration 9Q: 3 clusters Score -1154077 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -1154224.250000 Penalty: 4560.429199
	Iteration 10Q: 3 clusters Score -1154224 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -1154370.375000 Penalty: 4560.429199
	Iteration 11Q: 3 clusters Score -1154370 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -1154538.500000 Penalty: 4560.429199
	Iteration 12Q: 3 clusters Score -1154538 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -1154694.750000 Penalty: 4560.429199
	Iteration 13Q: 3 clusters Score -1154695 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -1154865.375000 Penalty: 4560.429199
	Iteration 14Q: 3 clusters Score -1154865 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -1155042.500000 Penalty: 4560.429199
	Iteration 15Q: 3 clusters Score -1155042 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -1155215.750000 Penalty: 4560.429199
	Iteration 16Q: 3 clusters Score -1155216 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -1155375.250000 Penalty: 4560.429199
	Iteration 17Q: 3 clusters Score -1155375 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -1155482.125000 Penalty: 4560.429199
	Iteration 18Q: 3 clusters Score -1155482 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -1155552.375000 Penalty: 4560.429199
	Iteration 19Q: 3 clusters Score -1155552 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -1155618.625000 Penalty: 4560.429199
	Iteration 20F: 3 clusters Score -1155619 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -1155668.625000 Penalty: 4560.429199
	Iteration 21Q: 3 clusters Score -1155669 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -1155700.125000 Penalty: 4560.429199
	Iteration 22Q: 3 clusters Score -1155700 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -1155717.500000 Penalty: 4560.429199
	Iteration 23Q: 3 clusters Score -1155718 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -1155737.375000 Penalty: 4560.429199
	Iteration 24Q: 3 clusters Score -1155737 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -1155766.750000 Penalty: 4560.429199
	Iteration 25Q: 3 clusters Score -1155767 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -1155783.375000 Penalty: 4560.429199
	Iteration 26Q: 3 clusters Score -1155783 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -1155804.000000 Penalty: 4560.429199
	Iteration 27Q: 3 clusters Score -1155804 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -1155815.750000 Penalty: 4560.429199
	Iteration 28Q: 3 clusters Score -1155816 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -1155829.375000 Penalty: 4560.429199
	Iteration 29Q: 3 clusters Score -1155829 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -1155837.250000 Penalty: 4560.429199
	Iteration 30Q: 3 clusters Score -1155837 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -1155844.500000 Penalty: 4560.429199
	Iteration 31Q: 3 clusters Score -1155844 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -1155857.125000 Penalty: 4560.429199
	Iteration 32Q: 3 clusters Score -1155857 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -1155868.375000 Penalty: 4560.429199
	Iteration 33Q: 3 clusters Score -1155868 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -1155877.875000 Penalty: 4560.429199
	Iteration 34Q: 3 clusters Score -1155878 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -1155886.125000 Penalty: 4560.429199
	Iteration 35Q: 3 clusters Score -1155886 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -1155893.250000 Penalty: 4560.429199
	Iteration 36Q: 3 clusters Score -1155893 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -1155895.875000 Penalty: 4560.429199
	Iteration 37Q: 3 clusters Score -1155896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -1155899.625000 Penalty: 4560.429199
	Iteration 38Q: 3 clusters Score -1155900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -1155903.250000 Penalty: 4560.429199
	Iteration 39Q: 3 clusters Score -1155903 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -1155902.125000 Penalty: 4560.429199
	Iteration 40F: 3 clusters Score -1155902 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -1155904.500000 Penalty: 4560.429199
	Iteration 41Q: 3 clusters Score -1155904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -1155905.375000 Penalty: 4560.429199
	Iteration 42Q: 3 clusters Score -1155905 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -1155904.500000 Penalty: 4560.429199
	Iteration 43Q: 3 clusters Score -1155904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -1155905.000000 Penalty: 4560.429199
	Iteration 44Q: 3 clusters Score -1155905 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -1155906.500000 Penalty: 4560.429199
	Iteration 45Q: 3 clusters Score -1155906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -1155909.875000 Penalty: 4560.429199
	Iteration 46Q: 3 clusters Score -1155910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -1155910.875000 Penalty: 4560.429199
	Iteration 47Q: 3 clusters Score -1155911 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -1155910.875000 Penalty: 4560.429199
	Iteration 48Q: 3 clusters Score -1155911 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -1155913.875000 Penalty: 4560.429199
	Iteration 49Q: 3 clusters Score -1155914 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -1155913.875000 Penalty: 4560.429199
	Iteration 50F: 3 clusters Score -1155914 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (44941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44941 members 
Entering Unmasked Estep 
Score: -5218028.500000 Penalty: 2656.850342
	Iteration 0F: 2 clusters Score -5218028 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22622 members 
Mstep: Class 2 contains 22319 members 
Entering Unmasked Estep 
Score: -5187705.000000 Penalty: 5313.700684
	Iteration 0F: 3 clusters Score -5187705 nChanged 20681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23781 members 
Mstep: Class 2 contains 21160 members 
Entering Unmasked Estep 
Score: -5199243.500000 Penalty: 5313.700684
	Iteration 1F: 3 clusters Score -5199244 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24491 members 
Mstep: Class 2 contains 20450 members 
Entering Unmasked Estep 
Score: -5200148.000000 Penalty: 5313.700684
	Iteration 2Q: 3 clusters Score -5200148 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25420 members 
Mstep: Class 2 contains 19521 members 
Entering Unmasked Estep 
Score: -5201160.500000 Penalty: 5313.700684
	Iteration 3Q: 3 clusters Score -5201160 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26633 members 
Mstep: Class 2 contains 18308 members 
Entering Unmasked Estep 
Score: -5202412.500000 Penalty: 5313.700684
	Iteration 4F: 3 clusters Score -5202412 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28102 members 
Mstep: Class 2 contains 16839 members 
Entering Unmasked Estep 
Score: -5203985.000000 Penalty: 5313.700684
	Iteration 5F: 3 clusters Score -5203985 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29863 members 
Mstep: Class 2 contains 15078 members 
Entering Unmasked Estep 
Score: -5205623.000000 Penalty: 5313.700684
	Iteration 6F: 3 clusters Score -5205623 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31766 members 
Mstep: Class 2 contains 13175 members 
Entering Unmasked Estep 
Score: -5207124.000000 Penalty: 5313.700684
	Iteration 7F: 3 clusters Score -5207124 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33828 members 
Mstep: Class 2 contains 11113 members 
Entering Unmasked Estep 
Score: -5208735.500000 Penalty: 5313.700684
	Iteration 8F: 3 clusters Score -5208736 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35906 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -5210277.000000 Penalty: 5313.700684
	Iteration 9Q: 3 clusters Score -5210277 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37846 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -5211656.500000 Penalty: 5313.700684
	Iteration 10Q: 3 clusters Score -5211656 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39505 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -5212690.500000 Penalty: 5313.700684
	Iteration 11Q: 3 clusters Score -5212690 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40880 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -5213659.000000 Penalty: 5313.700684
	Iteration 12Q: 3 clusters Score -5213659 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42000 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -5214392.500000 Penalty: 5313.700684
	Iteration 13Q: 3 clusters Score -5214392 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42807 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -5214916.000000 Penalty: 5313.700684
	Iteration 14Q: 3 clusters Score -5214916 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43333 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -5215247.500000 Penalty: 5313.700684
	Iteration 15Q: 3 clusters Score -5215248 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43670 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -5215469.500000 Penalty: 5313.700684
	Iteration 16Q: 3 clusters Score -5215470 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43898 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -5215649.000000 Penalty: 5313.700684
	Iteration 17Q: 3 clusters Score -5215649 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44053 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -5215750.500000 Penalty: 5313.700684
	Iteration 18Q: 3 clusters Score -5215750 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44166 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -5215833.000000 Penalty: 5313.700684
	Iteration 19Q: 3 clusters Score -5215833 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44223 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -5215867.500000 Penalty: 5313.700684
	Iteration 20F: 3 clusters Score -5215868 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44271 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -5215910.500000 Penalty: 5313.700684
	Iteration 21Q: 3 clusters Score -5215910 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44310 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -5215941.500000 Penalty: 5313.700684
	Iteration 22Q: 3 clusters Score -5215942 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44339 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -5215957.000000 Penalty: 5313.700684
	Iteration 23Q: 3 clusters Score -5215957 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44359 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -5215970.500000 Penalty: 5313.700684
	Iteration 24Q: 3 clusters Score -5215970 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44370 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -5215980.500000 Penalty: 5313.700684
	Iteration 25Q: 3 clusters Score -5215980 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44382 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -5215982.000000 Penalty: 5313.700684
	Iteration 26Q: 3 clusters Score -5215982 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44388 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -5215984.500000 Penalty: 5313.700684
	Iteration 27Q: 3 clusters Score -5215984 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44402 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -5216000.000000 Penalty: 5313.700684
	Iteration 28Q: 3 clusters Score -5216000 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44416 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -5216022.000000 Penalty: 5313.700684
	Iteration 29Q: 3 clusters Score -5216022 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44418 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -5216037.500000 Penalty: 5313.700684
	Iteration 30Q: 3 clusters Score -5216038 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44421 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -5216046.500000 Penalty: 5313.700684
	Iteration 31Q: 3 clusters Score -5216046 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44425 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -5216054.000000 Penalty: 5313.700684
	Iteration 32Q: 3 clusters Score -5216054 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44431 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -5216063.500000 Penalty: 5313.700684
	Iteration 33Q: 3 clusters Score -5216064 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44436 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -5216068.000000 Penalty: 5313.700684
	Iteration 34Q: 3 clusters Score -5216068 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44435 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -5216071.500000 Penalty: 5313.700684
	Iteration 35Q: 3 clusters Score -5216072 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44441 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -5216074.500000 Penalty: 5313.700684
	Iteration 36Q: 3 clusters Score -5216074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44445 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -5216074.000000 Penalty: 5313.700684
	Iteration 37Q: 3 clusters Score -5216074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44448 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -5216079.000000 Penalty: 5313.700684
	Iteration 38Q: 3 clusters Score -5216079 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44450 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -5216076.500000 Penalty: 5313.700684
	Iteration 39Q: 3 clusters Score -5216076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44450 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -5216076.500000 Penalty: 5313.700684
	Iteration 40F: 3 clusters Score -5216076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44448 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -5216081.500000 Penalty: 5313.700684
	Iteration 41Q: 3 clusters Score -5216082 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44445 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -5216091.500000 Penalty: 5313.700684
	Iteration 42Q: 3 clusters Score -5216092 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44440 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -5216112.500000 Penalty: 5313.700684
	Iteration 43Q: 3 clusters Score -5216112 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44441 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -5216131.500000 Penalty: 5313.700684
	Iteration 44Q: 3 clusters Score -5216132 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44445 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -5216141.000000 Penalty: 5313.700684
	Iteration 45Q: 3 clusters Score -5216141 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44456 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -5216167.500000 Penalty: 5313.700684
	Iteration 46Q: 3 clusters Score -5216168 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44462 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -5216175.500000 Penalty: 5313.700684
	Iteration 47Q: 3 clusters Score -5216176 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44467 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -5216201.500000 Penalty: 5313.700684
	Iteration 48Q: 3 clusters Score -5216202 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44464 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -5216209.500000 Penalty: 5313.700684
	Iteration 49Q: 3 clusters Score -5216210 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44466 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -5216217.500000 Penalty: 5313.700684
	Iteration 50Q: 3 clusters Score -5216218 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44466 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -5216222.500000 Penalty: 5313.700684
	Iteration 51Q: 3 clusters Score -5216222 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44467 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -5216230.000000 Penalty: 5313.700684
	Iteration 52Q: 3 clusters Score -5216230 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44468 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -5216230.500000 Penalty: 5313.700684
	Iteration 53Q: 3 clusters Score -5216230 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44471 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -5216229.500000 Penalty: 5313.700684
	Iteration 54Q: 3 clusters Score -5216230 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44468 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -5216235.000000 Penalty: 5313.700684
	Iteration 55Q: 3 clusters Score -5216235 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44472 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -5216240.000000 Penalty: 5313.700684
	Iteration 56Q: 3 clusters Score -5216240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44472 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -5216238.500000 Penalty: 5313.700684
	Iteration 57Q: 3 clusters Score -5216238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44472 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -5216235.500000 Penalty: 5313.700684
	Iteration 58Q: 3 clusters Score -5216236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44473 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -5216243.500000 Penalty: 5313.700684
	Iteration 59Q: 3 clusters Score -5216244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44474 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -5216249.000000 Penalty: 5313.700684
	Iteration 60F: 3 clusters Score -5216249 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44472 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -5216254.000000 Penalty: 5313.700684
	Iteration 61Q: 3 clusters Score -5216254 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44469 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -5216271.500000 Penalty: 5313.700684
	Iteration 62Q: 3 clusters Score -5216272 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44471 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -5216280.000000 Penalty: 5313.700684
	Iteration 63Q: 3 clusters Score -5216280 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44468 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -5216286.500000 Penalty: 5313.700684
	Iteration 64Q: 3 clusters Score -5216286 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44462 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -5216305.500000 Penalty: 5313.700684
	Iteration 65Q: 3 clusters Score -5216306 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44456 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -5216325.000000 Penalty: 5313.700684
	Iteration 66Q: 3 clusters Score -5216325 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44452 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -5216333.500000 Penalty: 5313.700684
	Iteration 67Q: 3 clusters Score -5216334 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44452 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -5216344.500000 Penalty: 5313.700684
	Iteration 68Q: 3 clusters Score -5216344 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44450 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -5216350.000000 Penalty: 5313.700684
	Iteration 69Q: 3 clusters Score -5216350 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44454 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -5216352.000000 Penalty: 5313.700684
	Iteration 70Q: 3 clusters Score -5216352 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44461 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -5216358.000000 Penalty: 5313.700684
	Iteration 71Q: 3 clusters Score -5216358 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44463 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -5216367.000000 Penalty: 5313.700684
	Iteration 72Q: 3 clusters Score -5216367 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44463 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -5216379.500000 Penalty: 5313.700684
	Iteration 73Q: 3 clusters Score -5216380 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44463 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -5216382.000000 Penalty: 5313.700684
	Iteration 74Q: 3 clusters Score -5216382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44463 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -5216382.000000 Penalty: 5313.700684
	Iteration 75Q: 3 clusters Score -5216382 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44462 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -5216397.000000 Penalty: 5313.700684
	Iteration 76Q: 3 clusters Score -5216397 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44462 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -5216398.000000 Penalty: 5313.700684
	Iteration 77Q: 3 clusters Score -5216398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44461 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -5216396.000000 Penalty: 5313.700684
	Iteration 78Q: 3 clusters Score -5216396 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44461 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -5216396.000000 Penalty: 5313.700684
	Iteration 79F: 3 clusters Score -5216396 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Entering Unmasked Estep 
Score: -567929.562500 Penalty: 2127.555420
	Iteration 0F: 2 clusters Score -567929.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -563266.937500 Penalty: 4255.110840
	Iteration 0F: 3 clusters Score -563266.9 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -564936.812500 Penalty: 4255.110840
	Iteration 1F: 3 clusters Score -564936.8 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -566415.250000 Penalty: 4255.110840
	Iteration 2F: 3 clusters Score -566415.2 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -567762.062500 Penalty: 4255.110840
	Iteration 3F: 3 clusters Score -567762.1 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -568623.375000 Penalty: 4255.110840
	Iteration 4F: 3 clusters Score -568623.4 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -569053.937500 Penalty: 4255.110840
	Iteration 5F: 3 clusters Score -569053.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -569232.500000 Penalty: 4255.110840
	Iteration 6Q: 3 clusters Score -569232.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -569343.375000 Penalty: 4255.110840
	Iteration 7Q: 3 clusters Score -569343.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -569400.687500 Penalty: 4255.110840
	Iteration 8Q: 3 clusters Score -569400.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -569421.187500 Penalty: 4255.110840
	Iteration 9Q: 3 clusters Score -569421.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -569431.187500 Penalty: 4255.110840
	Iteration 10Q: 3 clusters Score -569431.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -569441.687500 Penalty: 4255.110840
	Iteration 11Q: 3 clusters Score -569441.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -569448.687500 Penalty: 4255.110840
	Iteration 12Q: 3 clusters Score -569448.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -569452.625000 Penalty: 4255.110840
	Iteration 13Q: 3 clusters Score -569452.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -569454.750000 Penalty: 4255.110840
	Iteration 14Q: 3 clusters Score -569454.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -569457.750000 Penalty: 4255.110840
	Iteration 15Q: 3 clusters Score -569457.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -569458.437500 Penalty: 4255.110840
	Iteration 16Q: 3 clusters Score -569458.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -569458.437500 Penalty: 4255.110840
	Iteration 17F: 3 clusters Score -569458.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 26130 members 
Mstep: Class 2 contains 46290 members 
Mstep: Class 3 contains 11000 members 
Mstep: Class 4 contains 1709 members 
Mstep: Class 5 contains 245408 members 
Mstep: Class 6 contains 1239 members 
Mstep: Class 7 contains 5278 members 
Mstep: Class 8 contains 221589 members 
Mstep: Class 9 contains 95099 members 
Mstep: Class 10 contains 66241 members 
Mstep: Class 11 contains 9842 members 
Mstep: Class 12 contains 44941 members 
Mstep: Class 13 contains 1726 members 
Mstep: Class 14 contains 11285 members 
Mstep: Class 15 contains 8334 members 
Mstep: Class 16 contains 216257 members 
Mstep: Class 17 contains 1271 members 
Mstep: Class 18 contains 5534 members 
Mstep: Class 19 contains 1169 members 
Mstep: Class 20 contains 10432 members 
Mstep: Class 21 contains 27452 members 
Mstep: Class 22 contains 197458 members 
Mstep: Class 23 contains 9551 members 
Mstep: Class 24 contains 71058 members 
Mstep: Class 25 contains 3901 members 
Mstep: Class 26 contains 1121 members 
Mstep: Class 27 contains 6557 members 
Mstep: Class 28 contains 7178 members 
Mstep: Class 29 contains 1596 members 
Mstep: Class 30 contains 3592 members 
Entering Unmasked Estep 
Score: -155579888.000000 Penalty: 105076.437500
Splitting cluster 13 changes total score from -155578624.000000 to -155579888.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 14 (11285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Entering Unmasked Estep 
Score: -1237237.000000 Penalty: 2314.145020
	Iteration 0F: 2 clusters Score -1237237 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -1228703.750000 Penalty: 4628.290039
	Iteration 0F: 3 clusters Score -1228704 nChanged 4746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -1231337.500000 Penalty: 4628.290039
	Iteration 1F: 3 clusters Score -1231338 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -1231729.875000 Penalty: 4628.290039
	Iteration 2F: 3 clusters Score -1231730 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -1231997.750000 Penalty: 4628.290039
	Iteration 3F: 3 clusters Score -1231998 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1232195.625000 Penalty: 4628.290039
	Iteration 4Q: 3 clusters Score -1232196 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -1232373.875000 Penalty: 4628.290039
	Iteration 5Q: 3 clusters Score -1232374 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -1232521.750000 Penalty: 4628.290039
	Iteration 6Q: 3 clusters Score -1232522 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -1232640.625000 Penalty: 4628.290039
	Iteration 7Q: 3 clusters Score -1232641 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -1232775.000000 Penalty: 4628.290039
	Iteration 8Q: 3 clusters Score -1232775 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -1232964.250000 Penalty: 4628.290039
	Iteration 9Q: 3 clusters Score -1232964 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -1233257.750000 Penalty: 4628.290039
	Iteration 10Q: 3 clusters Score -1233258 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -1233762.250000 Penalty: 4628.290039
	Iteration 11F: 3 clusters Score -1233762 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -1234463.500000 Penalty: 4628.290039
	Iteration 12F: 3 clusters Score -1234464 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -1235134.875000 Penalty: 4628.290039
	Iteration 13F: 3 clusters Score -1235135 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -1235600.750000 Penalty: 4628.290039
	Iteration 14Q: 3 clusters Score -1235601 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -1235876.000000 Penalty: 4628.290039
	Iteration 15Q: 3 clusters Score -1235876 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -1236077.000000 Penalty: 4628.290039
	Iteration 16Q: 3 clusters Score -1236077 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -1236197.250000 Penalty: 4628.290039
	Iteration 17Q: 3 clusters Score -1236197 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -1236256.750000 Penalty: 4628.290039
	Iteration 18Q: 3 clusters Score -1236257 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -1236293.125000 Penalty: 4628.290039
	Iteration 19Q: 3 clusters Score -1236293 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -1236312.750000 Penalty: 4628.290039
	Iteration 20F: 3 clusters Score -1236313 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -1236328.125000 Penalty: 4628.290039
	Iteration 21Q: 3 clusters Score -1236328 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -1236337.875000 Penalty: 4628.290039
	Iteration 22Q: 3 clusters Score -1236338 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -1236348.125000 Penalty: 4628.290039
	Iteration 23Q: 3 clusters Score -1236348 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -1236357.250000 Penalty: 4628.290039
	Iteration 24Q: 3 clusters Score -1236357 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -1236360.375000 Penalty: 4628.290039
	Iteration 25Q: 3 clusters Score -1236360 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -1236361.375000 Penalty: 4628.290039
	Iteration 26Q: 3 clusters Score -1236361 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -1236374.000000 Penalty: 4628.290039
	Iteration 27Q: 3 clusters Score -1236374 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -1236382.625000 Penalty: 4628.290039
	Iteration 28Q: 3 clusters Score -1236383 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -1236394.000000 Penalty: 4628.290039
	Iteration 29Q: 3 clusters Score -1236394 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -1236399.875000 Penalty: 4628.290039
	Iteration 30Q: 3 clusters Score -1236400 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -1236404.000000 Penalty: 4628.290039
	Iteration 31Q: 3 clusters Score -1236404 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -1236407.875000 Penalty: 4628.290039
	Iteration 32Q: 3 clusters Score -1236408 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -1236410.875000 Penalty: 4628.290039
	Iteration 33Q: 3 clusters Score -1236411 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -1236409.500000 Penalty: 4628.290039
	Iteration 34Q: 3 clusters Score -1236410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -1236411.750000 Penalty: 4628.290039
	Iteration 35Q: 3 clusters Score -1236412 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -1236414.750000 Penalty: 4628.290039
	Iteration 36Q: 3 clusters Score -1236415 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -1236413.500000 Penalty: 4628.290039
	Iteration 37Q: 3 clusters Score -1236414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -1236415.125000 Penalty: 4628.290039
	Iteration 38Q: 3 clusters Score -1236415 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -1236414.875000 Penalty: 4628.290039
	Iteration 39Q: 3 clusters Score -1236415 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -1236417.000000 Penalty: 4628.290039
	Iteration 40F: 3 clusters Score -1236417 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -1236418.375000 Penalty: 4628.290039
	Iteration 41Q: 3 clusters Score -1236418 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -1236417.250000 Penalty: 4628.290039
	Iteration 42Q: 3 clusters Score -1236417 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -1236416.375000 Penalty: 4628.290039
	Iteration 43Q: 3 clusters Score -1236416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -1236421.375000 Penalty: 4628.290039
	Iteration 44Q: 3 clusters Score -1236421 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -1236420.750000 Penalty: 4628.290039
	Iteration 45Q: 3 clusters Score -1236421 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -1236421.500000 Penalty: 4628.290039
	Iteration 46Q: 3 clusters Score -1236422 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -1236424.875000 Penalty: 4628.290039
	Iteration 47Q: 3 clusters Score -1236425 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -1236426.375000 Penalty: 4628.290039
	Iteration 48Q: 3 clusters Score -1236426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -1236423.125000 Penalty: 4628.290039
	Iteration 49Q: 3 clusters Score -1236423 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -1236424.000000 Penalty: 4628.290039
	Iteration 50Q: 3 clusters Score -1236424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -1236423.375000 Penalty: 4628.290039
	Iteration 51Q: 3 clusters Score -1236423 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -1236422.625000 Penalty: 4628.290039
	Iteration 52Q: 3 clusters Score -1236423 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -1236424.875000 Penalty: 4628.290039
	Iteration 53Q: 3 clusters Score -1236425 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -1236425.000000 Penalty: 4628.290039
	Iteration 54Q: 3 clusters Score -1236425 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -1236424.625000 Penalty: 4628.290039
	Iteration 55Q: 3 clusters Score -1236425 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -1236427.500000 Penalty: 4628.290039
	Iteration 56Q: 3 clusters Score -1236428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -1236425.250000 Penalty: 4628.290039
	Iteration 57Q: 3 clusters Score -1236425 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -1236425.250000 Penalty: 4628.290039
	Iteration 58Q: 3 clusters Score -1236425 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -1236427.000000 Penalty: 4628.290039
	Iteration 59Q: 3 clusters Score -1236427 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -1236427.375000 Penalty: 4628.290039
	Iteration 60F: 3 clusters Score -1236427 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -1236430.500000 Penalty: 4628.290039
	Iteration 61Q: 3 clusters Score -1236430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -1236432.250000 Penalty: 4628.290039
	Iteration 62Q: 3 clusters Score -1236432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -1236429.750000 Penalty: 4628.290039
	Iteration 63Q: 3 clusters Score -1236430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -1236428.625000 Penalty: 4628.290039
	Iteration 64Q: 3 clusters Score -1236429 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -1236429.375000 Penalty: 4628.290039
	Iteration 65Q: 3 clusters Score -1236429 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -1236427.125000 Penalty: 4628.290039
	Iteration 66Q: 3 clusters Score -1236427 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -1236427.125000 Penalty: 4628.290039
	Iteration 67F: 3 clusters Score -1236427 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (8334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Entering Unmasked Estep 
Score: -942875.750000 Penalty: 2238.968506
	Iteration 0F: 2 clusters Score -942875.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -936262.062500 Penalty: 4477.937012
	Iteration 0F: 3 clusters Score -936262.1 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -938060.750000 Penalty: 4477.937012
	Iteration 1F: 3 clusters Score -938060.8 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -938369.625000 Penalty: 4477.937012
	Iteration 2F: 3 clusters Score -938369.6 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -938572.687500 Penalty: 4477.937012
	Iteration 3F: 3 clusters Score -938572.7 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -938720.000000 Penalty: 4477.937012
	Iteration 4Q: 3 clusters Score -938720 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -938846.687500 Penalty: 4477.937012
	Iteration 5Q: 3 clusters Score -938846.7 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -938960.312500 Penalty: 4477.937012
	Iteration 6Q: 3 clusters Score -938960.3 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -939078.687500 Penalty: 4477.937012
	Iteration 7Q: 3 clusters Score -939078.7 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -939218.375000 Penalty: 4477.937012
	Iteration 8Q: 3 clusters Score -939218.4 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -939384.125000 Penalty: 4477.937012
	Iteration 9Q: 3 clusters Score -939384.1 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -939596.187500 Penalty: 4477.937012
	Iteration 10Q: 3 clusters Score -939596.2 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -939813.812500 Penalty: 4477.937012
	Iteration 11Q: 3 clusters Score -939813.8 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -940052.062500 Penalty: 4477.937012
	Iteration 12Q: 3 clusters Score -940052.1 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -940311.437500 Penalty: 4477.937012
	Iteration 13Q: 3 clusters Score -940311.4 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -940544.437500 Penalty: 4477.937012
	Iteration 14Q: 3 clusters Score -940544.4 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -940754.687500 Penalty: 4477.937012
	Iteration 15Q: 3 clusters Score -940754.7 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -940907.000000 Penalty: 4477.937012
	Iteration 16Q: 3 clusters Score -940907 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -941021.937500 Penalty: 4477.937012
	Iteration 17Q: 3 clusters Score -941021.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -941123.875000 Penalty: 4477.937012
	Iteration 18Q: 3 clusters Score -941123.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -941199.000000 Penalty: 4477.937012
	Iteration 19Q: 3 clusters Score -941199 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -941256.125000 Penalty: 4477.937012
	Iteration 20F: 3 clusters Score -941256.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -941313.687500 Penalty: 4477.937012
	Iteration 21Q: 3 clusters Score -941313.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -941373.625000 Penalty: 4477.937012
	Iteration 22Q: 3 clusters Score -941373.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -941431.312500 Penalty: 4477.937012
	Iteration 23Q: 3 clusters Score -941431.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -941488.062500 Penalty: 4477.937012
	Iteration 24Q: 3 clusters Score -941488.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -941553.625000 Penalty: 4477.937012
	Iteration 25Q: 3 clusters Score -941553.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -941646.437500 Penalty: 4477.937012
	Iteration 26Q: 3 clusters Score -941646.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -941762.500000 Penalty: 4477.937012
	Iteration 27Q: 3 clusters Score -941762.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -941952.812500 Penalty: 4477.937012
	Iteration 28Q: 3 clusters Score -941952.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -942087.375000 Penalty: 4477.937012
	Iteration 29Q: 3 clusters Score -942087.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -942165.875000 Penalty: 4477.937012
	Iteration 30Q: 3 clusters Score -942165.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -942198.375000 Penalty: 4477.937012
	Iteration 31Q: 3 clusters Score -942198.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -942217.062500 Penalty: 4477.937012
	Iteration 32Q: 3 clusters Score -942217.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -942228.562500 Penalty: 4477.937012
	Iteration 33Q: 3 clusters Score -942228.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -942239.562500 Penalty: 4477.937012
	Iteration 34Q: 3 clusters Score -942239.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -942242.375000 Penalty: 4477.937012
	Iteration 35Q: 3 clusters Score -942242.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -942247.062500 Penalty: 4477.937012
	Iteration 36Q: 3 clusters Score -942247.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -942250.625000 Penalty: 4477.937012
	Iteration 37Q: 3 clusters Score -942250.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -942252.187500 Penalty: 4477.937012
	Iteration 38Q: 3 clusters Score -942252.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -942253.375000 Penalty: 4477.937012
	Iteration 39Q: 3 clusters Score -942253.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -942268.875000 Penalty: 4477.937012
	Iteration 40F: 3 clusters Score -942268.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -942274.187500 Penalty: 4477.937012
	Iteration 41Q: 3 clusters Score -942274.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -942276.750000 Penalty: 4477.937012
	Iteration 42Q: 3 clusters Score -942276.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -942279.812500 Penalty: 4477.937012
	Iteration 43Q: 3 clusters Score -942279.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -942278.562500 Penalty: 4477.937012
	Iteration 44Q: 3 clusters Score -942278.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -942281.687500 Penalty: 4477.937012
	Iteration 45Q: 3 clusters Score -942281.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -942283.312500 Penalty: 4477.937012
	Iteration 46Q: 3 clusters Score -942283.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -942283.500000 Penalty: 4477.937012
	Iteration 47Q: 3 clusters Score -942283.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -942285.875000 Penalty: 4477.937012
	Iteration 48Q: 3 clusters Score -942285.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -942284.562500 Penalty: 4477.937012
	Iteration 49Q: 3 clusters Score -942284.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -942285.625000 Penalty: 4477.937012
	Iteration 50Q: 3 clusters Score -942285.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -942288.937500 Penalty: 4477.937012
	Iteration 51Q: 3 clusters Score -942288.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -942290.750000 Penalty: 4477.937012
	Iteration 52Q: 3 clusters Score -942290.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -942293.000000 Penalty: 4477.937012
	Iteration 53Q: 3 clusters Score -942293 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -942295.187500 Penalty: 4477.937012
	Iteration 54Q: 3 clusters Score -942295.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -942296.437500 Penalty: 4477.937012
	Iteration 55Q: 3 clusters Score -942296.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -942296.375000 Penalty: 4477.937012
	Iteration 56Q: 3 clusters Score -942296.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -942296.750000 Penalty: 4477.937012
	Iteration 57Q: 3 clusters Score -942296.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -942297.812500 Penalty: 4477.937012
	Iteration 58Q: 3 clusters Score -942297.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -942297.062500 Penalty: 4477.937012
	Iteration 59Q: 3 clusters Score -942297.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -942297.062500 Penalty: 4477.937012
	Iteration 60F: 3 clusters Score -942297.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (216257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216257 members 
Entering Unmasked Estep 
Score: -26103896.000000 Penalty: 3046.487305
	Iteration 0F: 2 clusters Score -2.61039e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108434 members 
Mstep: Class 2 contains 107823 members 
Entering Unmasked Estep 
Score: -25972208.000000 Penalty: 6092.974609
	Iteration 0F: 3 clusters Score -2.597221e+07 nChanged 104135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113351 members 
Mstep: Class 2 contains 102906 members 
Entering Unmasked Estep 
Score: -26032504.000000 Penalty: 6092.974609
	Iteration 1F: 3 clusters Score -2.60325e+07 nChanged 5514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116555 members 
Mstep: Class 2 contains 99702 members 
Entering Unmasked Estep 
Score: -26033612.000000 Penalty: 6092.974609
	Iteration 2Q: 3 clusters Score -2.603361e+07 nChanged 6636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121813 members 
Mstep: Class 2 contains 94444 members 
Entering Unmasked Estep 
Score: -26035544.000000 Penalty: 6092.974609
	Iteration 3Q: 3 clusters Score -2.603554e+07 nChanged 9013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130082 members 
Mstep: Class 2 contains 86175 members 
Entering Unmasked Estep 
Score: -26039222.000000 Penalty: 6092.974609
	Iteration 4Q: 3 clusters Score -2.603922e+07 nChanged 12682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142420 members 
Mstep: Class 2 contains 73837 members 
Entering Unmasked Estep 
Score: -26046390.000000 Penalty: 6092.974609
	Iteration 5F: 3 clusters Score -2.604639e+07 nChanged 17294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159586 members 
Mstep: Class 2 contains 56671 members 
Entering Unmasked Estep 
Score: -26058724.000000 Penalty: 6092.974609
	Iteration 6F: 3 clusters Score -2.605872e+07 nChanged 20188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179680 members 
Mstep: Class 2 contains 36577 members 
Entering Unmasked Estep 
Score: -26072966.000000 Penalty: 6092.974609
	Iteration 7F: 3 clusters Score -2.607297e+07 nChanged 17547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197153 members 
Mstep: Class 2 contains 19104 members 
Entering Unmasked Estep 
Score: -26084970.000000 Penalty: 6092.974609
	Iteration 8F: 3 clusters Score -2.608497e+07 nChanged 10533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207652 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -26093370.000000 Penalty: 6092.974609
	Iteration 9Q: 3 clusters Score -2.609337e+07 nChanged 5001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212633 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -26097650.000000 Penalty: 6092.974609
	Iteration 10Q: 3 clusters Score -2.609765e+07 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214692 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -26099638.000000 Penalty: 6092.974609
	Iteration 11Q: 3 clusters Score -2.609964e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215446 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -26100390.000000 Penalty: 6092.974609
	Iteration 12Q: 3 clusters Score -2.610039e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215689 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -26100638.000000 Penalty: 6092.974609
	Iteration 13Q: 3 clusters Score -2.610064e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215793 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -26100834.000000 Penalty: 6092.974609
	Iteration 14Q: 3 clusters Score -2.610083e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215849 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -26100890.000000 Penalty: 6092.974609
	Iteration 15Q: 3 clusters Score -2.610089e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215878 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -26100932.000000 Penalty: 6092.974609
	Iteration 16Q: 3 clusters Score -2.610093e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215895 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -26100982.000000 Penalty: 6092.974609
	Iteration 17Q: 3 clusters Score -2.610098e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215906 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -26100978.000000 Penalty: 6092.974609
	Iteration 18Q: 3 clusters Score -2.610098e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215911 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -26100978.000000 Penalty: 6092.974609
	Iteration 19Q: 3 clusters Score -2.610098e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215918 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -26101012.000000 Penalty: 6092.974609
	Iteration 20F: 3 clusters Score -2.610101e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215920 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -26101018.000000 Penalty: 6092.974609
	Iteration 21Q: 3 clusters Score -2.610102e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215924 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -26101032.000000 Penalty: 6092.974609
	Iteration 22Q: 3 clusters Score -2.610103e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215923 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -26101028.000000 Penalty: 6092.974609
	Iteration 23Q: 3 clusters Score -2.610103e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215922 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -26101034.000000 Penalty: 6092.974609
	Iteration 24Q: 3 clusters Score -2.610103e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215921 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -26101032.000000 Penalty: 6092.974609
	Iteration 25Q: 3 clusters Score -2.610103e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215921 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -26101032.000000 Penalty: 6092.974609
	Iteration 26F: 3 clusters Score -2.610103e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Entering Unmasked Estep 
Score: -138609.359375 Penalty: 1772.594727
	Iteration 0F: 2 clusters Score -138609.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -136631.921875 Penalty: 3545.189453
	Iteration 0F: 3 clusters Score -136631.9 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -137136.187500 Penalty: 3545.189453
	Iteration 1F: 3 clusters Score -137136.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -137294.453125 Penalty: 3545.189453
	Iteration 2F: 3 clusters Score -137294.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -137392.500000 Penalty: 3545.189453
	Iteration 3F: 3 clusters Score -137392.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -137482.015625 Penalty: 3545.189453
	Iteration 4Q: 3 clusters Score -137482 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -137562.734375 Penalty: 3545.189453
	Iteration 5Q: 3 clusters Score -137562.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -137659.500000 Penalty: 3545.189453
	Iteration 6Q: 3 clusters Score -137659.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -137782.671875 Penalty: 3545.189453
	Iteration 7Q: 3 clusters Score -137782.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -137941.875000 Penalty: 3545.189453
	Iteration 8Q: 3 clusters Score -137941.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -138084.281250 Penalty: 3545.189453
	Iteration 9Q: 3 clusters Score -138084.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -138141.843750 Penalty: 3545.189453
	Iteration 10Q: 3 clusters Score -138141.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -138236.812500 Penalty: 3545.189453
	Iteration 11Q: 3 clusters Score -138236.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -138333.125000 Penalty: 3545.189453
	Iteration 12Q: 3 clusters Score -138333.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -138416.953125 Penalty: 3545.189453
	Iteration 13Q: 3 clusters Score -138417 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -138491.031250 Penalty: 3545.189453
	Iteration 14Q: 3 clusters Score -138491 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -138568.312500 Penalty: 3545.189453
	Iteration 15Q: 3 clusters Score -138568.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -138605.687500 Penalty: 3545.189453
	Iteration 16Q: 3 clusters Score -138605.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -138641.984375 Penalty: 3545.189453
	Iteration 17Q: 3 clusters Score -138642 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -138656.734375 Penalty: 3545.189453
	Iteration 18Q: 3 clusters Score -138656.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -138664.906250 Penalty: 3545.189453
	Iteration 19Q: 3 clusters Score -138664.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -138670.984375 Penalty: 3545.189453
	Iteration 20F: 3 clusters Score -138671 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 26130 members 
Mstep: Class 2 contains 46290 members 
Mstep: Class 3 contains 11000 members 
Mstep: Class 4 contains 1709 members 
Mstep: Class 5 contains 245408 members 
Mstep: Class 6 contains 1239 members 
Mstep: Class 7 contains 5278 members 
Mstep: Class 8 contains 221589 members 
Mstep: Class 9 contains 95099 members 
Mstep: Class 10 contains 66241 members 
Mstep: Class 11 contains 9842 members 
Mstep: Class 12 contains 44941 members 
Mstep: Class 13 contains 1726 members 
Mstep: Class 14 contains 11285 members 
Mstep: Class 15 contains 8334 members 
Mstep: Class 16 contains 216257 members 
Mstep: Class 17 contains 327 members 
Mstep: Class 18 contains 5534 members 
Mstep: Class 19 contains 1169 members 
Mstep: Class 20 contains 10432 members 
Mstep: Class 21 contains 27452 members 
Mstep: Class 22 contains 197458 members 
Mstep: Class 23 contains 9551 members 
Mstep: Class 24 contains 71058 members 
Mstep: Class 25 contains 3901 members 
Mstep: Class 26 contains 1121 members 
Mstep: Class 27 contains 6557 members 
Mstep: Class 28 contains 7178 members 
Mstep: Class 29 contains 1596 members 
Mstep: Class 30 contains 3592 members 
Mstep: Class 31 contains 944 members 
Entering Unmasked Estep 
Score: -155578176.000000 Penalty: 108578.992188
Splitting cluster 17 changes total score from -155578624.000000 to -155578176.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (5534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Entering Unmasked Estep 
Score: -607737.312500 Penalty: 2137.429199
	Iteration 0F: 2 clusters Score -607737.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -602917.312500 Penalty: 4274.858398
	Iteration 0F: 3 clusters Score -602917.3 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -604052.875000 Penalty: 4274.858398
	Iteration 1F: 3 clusters Score -604052.9 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -604282.187500 Penalty: 4274.858398
	Iteration 2F: 3 clusters Score -604282.2 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -604504.375000 Penalty: 4274.858398
	Iteration 3F: 3 clusters Score -604504.4 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -604805.062500 Penalty: 4274.858398
	Iteration 4F: 3 clusters Score -604805.1 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -605198.062500 Penalty: 4274.858398
	Iteration 5F: 3 clusters Score -605198.1 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -605634.625000 Penalty: 4274.858398
	Iteration 6F: 3 clusters Score -605634.6 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -606098.000000 Penalty: 4274.858398
	Iteration 7F: 3 clusters Score -606098 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -606591.250000 Penalty: 4274.858398
	Iteration 8F: 3 clusters Score -606591.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -607160.062500 Penalty: 4274.858398
	Iteration 9F: 3 clusters Score -607160.1 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -608045.312500 Penalty: 4274.858398
	Iteration 10F: 3 clusters Score -608045.3 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -608959.250000 Penalty: 4274.858398
	Iteration 11F: 3 clusters Score -608959.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -609231.187500 Penalty: 4274.858398
	Iteration 12Q: 3 clusters Score -609231.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -609296.625000 Penalty: 4274.858398
	Iteration 13Q: 3 clusters Score -609296.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -609318.437500 Penalty: 4274.858398
	Iteration 14Q: 3 clusters Score -609318.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -609329.750000 Penalty: 4274.858398
	Iteration 15Q: 3 clusters Score -609329.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -609336.687500 Penalty: 4274.858398
	Iteration 16Q: 3 clusters Score -609336.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -609340.000000 Penalty: 4274.858398
	Iteration 17Q: 3 clusters Score -609340 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -609345.625000 Penalty: 4274.858398
	Iteration 18Q: 3 clusters Score -609345.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -609351.187500 Penalty: 4274.858398
	Iteration 19Q: 3 clusters Score -609351.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -609356.437500 Penalty: 4274.858398
	Iteration 20F: 3 clusters Score -609356.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -609359.687500 Penalty: 4274.858398
	Iteration 21Q: 3 clusters Score -609359.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -609368.187500 Penalty: 4274.858398
	Iteration 22Q: 3 clusters Score -609368.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -609376.625000 Penalty: 4274.858398
	Iteration 23Q: 3 clusters Score -609376.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -609385.812500 Penalty: 4274.858398
	Iteration 24Q: 3 clusters Score -609385.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -609391.250000 Penalty: 4274.858398
	Iteration 25Q: 3 clusters Score -609391.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -609393.500000 Penalty: 4274.858398
	Iteration 26Q: 3 clusters Score -609393.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -609395.500000 Penalty: 4274.858398
	Iteration 27Q: 3 clusters Score -609395.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -609399.125000 Penalty: 4274.858398
	Iteration 28Q: 3 clusters Score -609399.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -609404.312500 Penalty: 4274.858398
	Iteration 29Q: 3 clusters Score -609404.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -609411.500000 Penalty: 4274.858398
	Iteration 30Q: 3 clusters Score -609411.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -609422.375000 Penalty: 4274.858398
	Iteration 31Q: 3 clusters Score -609422.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -609428.437500 Penalty: 4274.858398
	Iteration 32Q: 3 clusters Score -609428.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -609431.937500 Penalty: 4274.858398
	Iteration 33Q: 3 clusters Score -609431.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -609434.937500 Penalty: 4274.858398
	Iteration 34Q: 3 clusters Score -609434.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -609440.687500 Penalty: 4274.858398
	Iteration 35Q: 3 clusters Score -609440.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -609445.312500 Penalty: 4274.858398
	Iteration 36Q: 3 clusters Score -609445.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -609453.750000 Penalty: 4274.858398
	Iteration 37Q: 3 clusters Score -609453.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -609464.750000 Penalty: 4274.858398
	Iteration 38Q: 3 clusters Score -609464.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -609478.625000 Penalty: 4274.858398
	Iteration 39Q: 3 clusters Score -609478.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -609491.500000 Penalty: 4274.858398
	Iteration 40F: 3 clusters Score -609491.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -609510.875000 Penalty: 4274.858398
	Iteration 41Q: 3 clusters Score -609510.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -609540.812500 Penalty: 4274.858398
	Iteration 42Q: 3 clusters Score -609540.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -609590.250000 Penalty: 4274.858398
	Iteration 43Q: 3 clusters Score -609590.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -609671.125000 Penalty: 4274.858398
	Iteration 44Q: 3 clusters Score -609671.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -609777.062500 Penalty: 4274.858398
	Iteration 45Q: 3 clusters Score -609777.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -609935.062500 Penalty: 4274.858398
	Iteration 46Q: 3 clusters Score -609935.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -610257.812500 Penalty: 4274.858398
	Iteration 47Q: 3 clusters Score -610257.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -610556.812500 Penalty: 4274.858398
	Iteration 48Q: 3 clusters Score -610556.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -610667.437500 Penalty: 4274.858398
	Iteration 49Q: 3 clusters Score -610667.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -610681.625000 Penalty: 4274.858398
	Iteration 50Q: 3 clusters Score -610681.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -610684.312500 Penalty: 4274.858398
	Iteration 51Q: 3 clusters Score -610684.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -610684.187500 Penalty: 4274.858398
	Iteration 52Q: 3 clusters Score -610684.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -610686.250000 Penalty: 4274.858398
	Iteration 53F: 3 clusters Score -610686.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -610688.562500 Penalty: 4274.858398
	Iteration 54Q: 3 clusters Score -610688.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -610689.437500 Penalty: 4274.858398
	Iteration 55Q: 3 clusters Score -610689.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -610689.437500 Penalty: 4274.858398
	Iteration 56F: 3 clusters Score -610689.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 26130 members 
Mstep: Class 2 contains 46290 members 
Mstep: Class 3 contains 11000 members 
Mstep: Class 4 contains 1709 members 
Mstep: Class 5 contains 245408 members 
Mstep: Class 6 contains 1239 members 
Mstep: Class 7 contains 5278 members 
Mstep: Class 8 contains 221589 members 
Mstep: Class 9 contains 95099 members 
Mstep: Class 10 contains 66241 members 
Mstep: Class 11 contains 9842 members 
Mstep: Class 12 contains 44941 members 
Mstep: Class 13 contains 1726 members 
Mstep: Class 14 contains 11285 members 
Mstep: Class 15 contains 8334 members 
Mstep: Class 16 contains 216257 members 
Mstep: Class 17 contains 1271 members 
Mstep: Class 18 contains 1877 members 
Mstep: Class 19 contains 1169 members 
Mstep: Class 20 contains 10432 members 
Mstep: Class 21 contains 27452 members 
Mstep: Class 22 contains 197458 members 
Mstep: Class 23 contains 9551 members 
Mstep: Class 24 contains 71058 members 
Mstep: Class 25 contains 3901 members 
Mstep: Class 26 contains 1121 members 
Mstep: Class 27 contains 6557 members 
Mstep: Class 28 contains 7178 members 
Mstep: Class 29 contains 1596 members 
Mstep: Class 30 contains 3592 members 
Mstep: Class 31 contains 3657 members 
Entering Unmasked Estep 
Score: -155581136.000000 Penalty: 108578.992188
Splitting cluster 18 changes total score from -155578624.000000 to -155581136.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 19 (1169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Entering Unmasked Estep 
Score: -122835.664062 Penalty: 1751.848145
	Iteration 0F: 2 clusters Score -122835.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -120839.382812 Penalty: 3503.696289
	Iteration 0F: 3 clusters Score -120839.4 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -121298.257812 Penalty: 3503.696289
	Iteration 1F: 3 clusters Score -121298.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -121617.578125 Penalty: 3503.696289
	Iteration 2F: 3 clusters Score -121617.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -121848.601562 Penalty: 3503.696289
	Iteration 3F: 3 clusters Score -121848.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -121951.179688 Penalty: 3503.696289
	Iteration 4Q: 3 clusters Score -121951.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -122004.273438 Penalty: 3503.696289
	Iteration 5Q: 3 clusters Score -122004.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -122039.656250 Penalty: 3503.696289
	Iteration 6Q: 3 clusters Score -122039.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -122063.132812 Penalty: 3503.696289
	Iteration 7Q: 3 clusters Score -122063.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -122083.640625 Penalty: 3503.696289
	Iteration 8Q: 3 clusters Score -122083.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -122100.187500 Penalty: 3503.696289
	Iteration 9Q: 3 clusters Score -122100.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -122126.328125 Penalty: 3503.696289
	Iteration 10Q: 3 clusters Score -122126.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -122171.273438 Penalty: 3503.696289
	Iteration 11Q: 3 clusters Score -122171.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -122204.804688 Penalty: 3503.696289
	Iteration 12Q: 3 clusters Score -122204.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -122234.804688 Penalty: 3503.696289
	Iteration 13Q: 3 clusters Score -122234.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -122272.515625 Penalty: 3503.696289
	Iteration 14Q: 3 clusters Score -122272.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -122295.742188 Penalty: 3503.696289
	Iteration 15Q: 3 clusters Score -122295.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -122318.609375 Penalty: 3503.696289
	Iteration 16Q: 3 clusters Score -122318.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -122343.398438 Penalty: 3503.696289
	Iteration 17Q: 3 clusters Score -122343.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -122363.812500 Penalty: 3503.696289
	Iteration 18Q: 3 clusters Score -122363.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -122381.953125 Penalty: 3503.696289
	Iteration 19Q: 3 clusters Score -122382 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -122401.234375 Penalty: 3503.696289
	Iteration 20F: 3 clusters Score -122401.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -122424.757812 Penalty: 3503.696289
	Iteration 21Q: 3 clusters Score -122424.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -122470.359375 Penalty: 3503.696289
	Iteration 22Q: 3 clusters Score -122470.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -122519.992188 Penalty: 3503.696289
	Iteration 23Q: 3 clusters Score -122520 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -122542.195312 Penalty: 3503.696289
	Iteration 24Q: 3 clusters Score -122542.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -122556.851562 Penalty: 3503.696289
	Iteration 25Q: 3 clusters Score -122556.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -122565.335938 Penalty: 3503.696289
	Iteration 26Q: 3 clusters Score -122565.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -122570.281250 Penalty: 3503.696289
	Iteration 27Q: 3 clusters Score -122570.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -122572.312500 Penalty: 3503.696289
	Iteration 28Q: 3 clusters Score -122572.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -122577.257812 Penalty: 3503.696289
	Iteration 29Q: 3 clusters Score -122577.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -122580.414062 Penalty: 3503.696289
	Iteration 30Q: 3 clusters Score -122580.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -122585.046875 Penalty: 3503.696289
	Iteration 31Q: 3 clusters Score -122585 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -122587.960938 Penalty: 3503.696289
	Iteration 32Q: 3 clusters Score -122588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -122588.445312 Penalty: 3503.696289
	Iteration 33Q: 3 clusters Score -122588.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -122588.445312 Penalty: 3503.696289
	Iteration 34F: 3 clusters Score -122588.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (10432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Entering Unmasked Estep 
Score: -1189125.250000 Penalty: 2294.653076
	Iteration 0F: 2 clusters Score -1189125 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -1181141.750000 Penalty: 4589.306152
	Iteration 0F: 3 clusters Score -1181142 nChanged 4413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -1183558.375000 Penalty: 4589.306152
	Iteration 1F: 3 clusters Score -1183558 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -1183966.375000 Penalty: 4589.306152
	Iteration 2F: 3 clusters Score -1183966 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -1184251.625000 Penalty: 4589.306152
	Iteration 3F: 3 clusters Score -1184252 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -1184506.125000 Penalty: 4589.306152
	Iteration 4Q: 3 clusters Score -1184506 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -1184737.125000 Penalty: 4589.306152
	Iteration 5Q: 3 clusters Score -1184737 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -1184930.875000 Penalty: 4589.306152
	Iteration 6Q: 3 clusters Score -1184931 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -1185103.125000 Penalty: 4589.306152
	Iteration 7Q: 3 clusters Score -1185103 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -1185249.250000 Penalty: 4589.306152
	Iteration 8Q: 3 clusters Score -1185249 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1185390.750000 Penalty: 4589.306152
	Iteration 9Q: 3 clusters Score -1185391 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -1185531.000000 Penalty: 4589.306152
	Iteration 10Q: 3 clusters Score -1185531 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -1185683.125000 Penalty: 4589.306152
	Iteration 11Q: 3 clusters Score -1185683 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -1185870.750000 Penalty: 4589.306152
	Iteration 12Q: 3 clusters Score -1185871 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -1186097.375000 Penalty: 4589.306152
	Iteration 13Q: 3 clusters Score -1186097 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -1186373.250000 Penalty: 4589.306152
	Iteration 14Q: 3 clusters Score -1186373 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -1186692.250000 Penalty: 4589.306152
	Iteration 15Q: 3 clusters Score -1186692 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -1187038.375000 Penalty: 4589.306152
	Iteration 16Q: 3 clusters Score -1187038 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -1187338.375000 Penalty: 4589.306152
	Iteration 17Q: 3 clusters Score -1187338 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -1187588.500000 Penalty: 4589.306152
	Iteration 18Q: 3 clusters Score -1187588 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -1187783.125000 Penalty: 4589.306152
	Iteration 19Q: 3 clusters Score -1187783 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -1187923.250000 Penalty: 4589.306152
	Iteration 20F: 3 clusters Score -1187923 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1188034.125000 Penalty: 4589.306152
	Iteration 21Q: 3 clusters Score -1188034 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1188110.250000 Penalty: 4589.306152
	Iteration 22Q: 3 clusters Score -1188110 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1188165.375000 Penalty: 4589.306152
	Iteration 23Q: 3 clusters Score -1188165 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1188203.125000 Penalty: 4589.306152
	Iteration 24Q: 3 clusters Score -1188203 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1188238.500000 Penalty: 4589.306152
	Iteration 25Q: 3 clusters Score -1188238 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1188261.625000 Penalty: 4589.306152
	Iteration 26Q: 3 clusters Score -1188262 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1188278.125000 Penalty: 4589.306152
	Iteration 27Q: 3 clusters Score -1188278 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1188291.375000 Penalty: 4589.306152
	Iteration 28Q: 3 clusters Score -1188291 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1188300.625000 Penalty: 4589.306152
	Iteration 29Q: 3 clusters Score -1188301 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1188302.875000 Penalty: 4589.306152
	Iteration 30Q: 3 clusters Score -1188303 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1188305.375000 Penalty: 4589.306152
	Iteration 31Q: 3 clusters Score -1188305 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1188309.250000 Penalty: 4589.306152
	Iteration 32Q: 3 clusters Score -1188309 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1188315.250000 Penalty: 4589.306152
	Iteration 33Q: 3 clusters Score -1188315 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1188320.500000 Penalty: 4589.306152
	Iteration 34Q: 3 clusters Score -1188320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1188320.125000 Penalty: 4589.306152
	Iteration 35Q: 3 clusters Score -1188320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1188323.625000 Penalty: 4589.306152
	Iteration 36Q: 3 clusters Score -1188324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1188324.750000 Penalty: 4589.306152
	Iteration 37Q: 3 clusters Score -1188325 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1188324.750000 Penalty: 4589.306152
	Iteration 38F: 3 clusters Score -1188325 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (27452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27452 members 
Entering Unmasked Estep 
Score: -3262842.750000 Penalty: 2534.608154
	Iteration 0F: 2 clusters Score -3262843 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13772 members 
Mstep: Class 2 contains 13680 members 
Entering Unmasked Estep 
Score: -3243879.750000 Penalty: 5069.216309
	Iteration 0F: 3 clusters Score -3243880 nChanged 12382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14340 members 
Mstep: Class 2 contains 13112 members 
Entering Unmasked Estep 
Score: -3250774.500000 Penalty: 5069.216309
	Iteration 1F: 3 clusters Score -3250774 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14816 members 
Mstep: Class 2 contains 12636 members 
Entering Unmasked Estep 
Score: -3251637.000000 Penalty: 5069.216309
	Iteration 2F: 3 clusters Score -3251637 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15548 members 
Mstep: Class 2 contains 11904 members 
Entering Unmasked Estep 
Score: -3252744.500000 Penalty: 5069.216309
	Iteration 3F: 3 clusters Score -3252744 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16465 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -3253971.500000 Penalty: 5069.216309
	Iteration 4F: 3 clusters Score -3253972 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17473 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -3255187.000000 Penalty: 5069.216309
	Iteration 5F: 3 clusters Score -3255187 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18508 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -3256292.000000 Penalty: 5069.216309
	Iteration 6F: 3 clusters Score -3256292 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19560 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -3257392.750000 Penalty: 5069.216309
	Iteration 7F: 3 clusters Score -3257393 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20499 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -3258403.250000 Penalty: 5069.216309
	Iteration 8Q: 3 clusters Score -3258403 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21251 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -3259167.500000 Penalty: 5069.216309
	Iteration 9Q: 3 clusters Score -3259168 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21877 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -3259773.250000 Penalty: 5069.216309
	Iteration 10Q: 3 clusters Score -3259773 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22397 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -3260270.000000 Penalty: 5069.216309
	Iteration 11Q: 3 clusters Score -3260270 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22771 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -3260650.250000 Penalty: 5069.216309
	Iteration 12Q: 3 clusters Score -3260650 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23094 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -3260966.500000 Penalty: 5069.216309
	Iteration 13Q: 3 clusters Score -3260966 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23327 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -3261185.250000 Penalty: 5069.216309
	Iteration 14Q: 3 clusters Score -3261185 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23484 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -3261307.000000 Penalty: 5069.216309
	Iteration 15Q: 3 clusters Score -3261307 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23589 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -3261413.750000 Penalty: 5069.216309
	Iteration 16Q: 3 clusters Score -3261414 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23660 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -3261441.750000 Penalty: 5069.216309
	Iteration 17Q: 3 clusters Score -3261442 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23712 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -3261461.250000 Penalty: 5069.216309
	Iteration 18Q: 3 clusters Score -3261461 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23752 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -3261488.250000 Penalty: 5069.216309
	Iteration 19Q: 3 clusters Score -3261488 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23784 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -3261499.000000 Penalty: 5069.216309
	Iteration 20F: 3 clusters Score -3261499 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23803 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -3261511.500000 Penalty: 5069.216309
	Iteration 21Q: 3 clusters Score -3261512 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23817 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -3261512.000000 Penalty: 5069.216309
	Iteration 22Q: 3 clusters Score -3261512 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23826 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -3261523.750000 Penalty: 5069.216309
	Iteration 23Q: 3 clusters Score -3261524 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23837 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -3261526.000000 Penalty: 5069.216309
	Iteration 24Q: 3 clusters Score -3261526 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23849 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -3261525.750000 Penalty: 5069.216309
	Iteration 25Q: 3 clusters Score -3261526 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23857 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -3261528.250000 Penalty: 5069.216309
	Iteration 26Q: 3 clusters Score -3261528 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23862 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -3261531.500000 Penalty: 5069.216309
	Iteration 27Q: 3 clusters Score -3261532 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23865 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -3261532.250000 Penalty: 5069.216309
	Iteration 28Q: 3 clusters Score -3261532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23865 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -3261536.500000 Penalty: 5069.216309
	Iteration 29Q: 3 clusters Score -3261536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23864 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -3261536.500000 Penalty: 5069.216309
	Iteration 30Q: 3 clusters Score -3261536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23864 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -3261534.750000 Penalty: 5069.216309
	Iteration 31Q: 3 clusters Score -3261535 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23865 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -3261532.750000 Penalty: 5069.216309
	Iteration 32Q: 3 clusters Score -3261533 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23866 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -3261540.750000 Penalty: 5069.216309
	Iteration 33Q: 3 clusters Score -3261541 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23869 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -3261541.000000 Penalty: 5069.216309
	Iteration 34Q: 3 clusters Score -3261541 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23873 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -3261538.500000 Penalty: 5069.216309
	Iteration 35Q: 3 clusters Score -3261538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23877 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -3261539.250000 Penalty: 5069.216309
	Iteration 36Q: 3 clusters Score -3261539 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23879 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -3261533.750000 Penalty: 5069.216309
	Iteration 37Q: 3 clusters Score -3261534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23885 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -3261539.000000 Penalty: 5069.216309
	Iteration 38Q: 3 clusters Score -3261539 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23892 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -3261541.250000 Penalty: 5069.216309
	Iteration 39Q: 3 clusters Score -3261541 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23896 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -3261542.250000 Penalty: 5069.216309
	Iteration 40F: 3 clusters Score -3261542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23900 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -3261540.250000 Penalty: 5069.216309
	Iteration 41Q: 3 clusters Score -3261540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23903 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -3261542.750000 Penalty: 5069.216309
	Iteration 42Q: 3 clusters Score -3261543 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23904 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -3261539.500000 Penalty: 5069.216309
	Iteration 43Q: 3 clusters Score -3261540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23906 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -3261541.250000 Penalty: 5069.216309
	Iteration 44Q: 3 clusters Score -3261541 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23908 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -3261541.000000 Penalty: 5069.216309
	Iteration 45Q: 3 clusters Score -3261541 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23909 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -3261542.000000 Penalty: 5069.216309
	Iteration 46Q: 3 clusters Score -3261542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23911 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -3261539.750000 Penalty: 5069.216309
	Iteration 47Q: 3 clusters Score -3261540 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23911 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -3261539.750000 Penalty: 5069.216309
	Iteration 48F: 3 clusters Score -3261540 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (197458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197458 members 
Entering Unmasked Estep 
Score: -23248692.000000 Penalty: 3023.933838
	Iteration 0F: 2 clusters Score -2.324869e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99022 members 
Mstep: Class 2 contains 98436 members 
Entering Unmasked Estep 
Score: -23118242.000000 Penalty: 6047.867676
	Iteration 0F: 3 clusters Score -2.311824e+07 nChanged 95281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105487 members 
Mstep: Class 2 contains 91971 members 
Entering Unmasked Estep 
Score: -23174324.000000 Penalty: 6047.867676
	Iteration 1F: 3 clusters Score -2.317432e+07 nChanged 7096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110239 members 
Mstep: Class 2 contains 87219 members 
Entering Unmasked Estep 
Score: -23176378.000000 Penalty: 6047.867676
	Iteration 2Q: 3 clusters Score -2.317638e+07 nChanged 9346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117695 members 
Mstep: Class 2 contains 79763 members 
Entering Unmasked Estep 
Score: -23180538.000000 Penalty: 6047.867676
	Iteration 3Q: 3 clusters Score -2.318054e+07 nChanged 12156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128307 members 
Mstep: Class 2 contains 69151 members 
Entering Unmasked Estep 
Score: -23187594.000000 Penalty: 6047.867676
	Iteration 4F: 3 clusters Score -2.318759e+07 nChanged 15000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141977 members 
Mstep: Class 2 contains 55481 members 
Entering Unmasked Estep 
Score: -23198312.000000 Penalty: 6047.867676
	Iteration 5F: 3 clusters Score -2.319831e+07 nChanged 15994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157079 members 
Mstep: Class 2 contains 40379 members 
Entering Unmasked Estep 
Score: -23211552.000000 Penalty: 6047.867676
	Iteration 6F: 3 clusters Score -2.321155e+07 nChanged 14630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171249 members 
Mstep: Class 2 contains 26209 members 
Entering Unmasked Estep 
Score: -23224302.000000 Penalty: 6047.867676
	Iteration 7F: 3 clusters Score -2.32243e+07 nChanged 11343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182424 members 
Mstep: Class 2 contains 15034 members 
Entering Unmasked Estep 
Score: -23234084.000000 Penalty: 6047.867676
	Iteration 8F: 3 clusters Score -2.323408e+07 nChanged 7305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189691 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -23240396.000000 Penalty: 6047.867676
	Iteration 9Q: 3 clusters Score -2.32404e+07 nChanged 3997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193672 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -23243544.000000 Penalty: 6047.867676
	Iteration 10Q: 3 clusters Score -2.324354e+07 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195421 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -23244888.000000 Penalty: 6047.867676
	Iteration 11Q: 3 clusters Score -2.324489e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196188 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -23245532.000000 Penalty: 6047.867676
	Iteration 12Q: 3 clusters Score -2.324553e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196531 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -23245798.000000 Penalty: 6047.867676
	Iteration 13Q: 3 clusters Score -2.32458e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196659 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -23245954.000000 Penalty: 6047.867676
	Iteration 14Q: 3 clusters Score -2.324595e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196742 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -23246004.000000 Penalty: 6047.867676
	Iteration 15Q: 3 clusters Score -2.3246e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196792 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -23246062.000000 Penalty: 6047.867676
	Iteration 16Q: 3 clusters Score -2.324606e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196818 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -23246132.000000 Penalty: 6047.867676
	Iteration 17Q: 3 clusters Score -2.324613e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196827 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -23246146.000000 Penalty: 6047.867676
	Iteration 18Q: 3 clusters Score -2.324615e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196845 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -23246186.000000 Penalty: 6047.867676
	Iteration 19Q: 3 clusters Score -2.324619e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196858 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -23246220.000000 Penalty: 6047.867676
	Iteration 20F: 3 clusters Score -2.324622e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196867 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -23246234.000000 Penalty: 6047.867676
	Iteration 21Q: 3 clusters Score -2.324623e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196866 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -23246244.000000 Penalty: 6047.867676
	Iteration 22Q: 3 clusters Score -2.324624e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196868 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -23246224.000000 Penalty: 6047.867676
	Iteration 23Q: 3 clusters Score -2.324622e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196872 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -23246230.000000 Penalty: 6047.867676
	Iteration 24Q: 3 clusters Score -2.324623e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196876 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -23246234.000000 Penalty: 6047.867676
	Iteration 25Q: 3 clusters Score -2.324623e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196878 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -23246236.000000 Penalty: 6047.867676
	Iteration 26Q: 3 clusters Score -2.324624e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196878 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -23246236.000000 Penalty: 6047.867676
	Iteration 27Q: 3 clusters Score -2.324624e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196878 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -23246238.000000 Penalty: 6047.867676
	Iteration 28Q: 3 clusters Score -2.324624e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196879 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -23246246.000000 Penalty: 6047.867676
	Iteration 29Q: 3 clusters Score -2.324625e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196880 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -23246240.000000 Penalty: 6047.867676
	Iteration 30Q: 3 clusters Score -2.324624e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196882 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -23246246.000000 Penalty: 6047.867676
	Iteration 31Q: 3 clusters Score -2.324625e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196885 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -23246252.000000 Penalty: 6047.867676
	Iteration 32Q: 3 clusters Score -2.324625e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196883 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -23246246.000000 Penalty: 6047.867676
	Iteration 33Q: 3 clusters Score -2.324625e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196883 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -23246234.000000 Penalty: 6047.867676
	Iteration 34Q: 3 clusters Score -2.324623e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196882 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -23246240.000000 Penalty: 6047.867676
	Iteration 35Q: 3 clusters Score -2.324624e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196882 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -23246240.000000 Penalty: 6047.867676
	Iteration 36F: 3 clusters Score -2.324624e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (9551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Entering Unmasked Estep 
Score: -1095234.625000 Penalty: 2272.771484
	Iteration 0F: 2 clusters Score -1095235 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -1087861.625000 Penalty: 4545.542969
	Iteration 0F: 3 clusters Score -1087862 nChanged 3914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -1089939.625000 Penalty: 4545.542969
	Iteration 1F: 3 clusters Score -1089940 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -1090334.375000 Penalty: 4545.542969
	Iteration 2F: 3 clusters Score -1090334 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -1090774.875000 Penalty: 4545.542969
	Iteration 3F: 3 clusters Score -1090775 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -1091369.750000 Penalty: 4545.542969
	Iteration 4F: 3 clusters Score -1091370 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -1092018.125000 Penalty: 4545.542969
	Iteration 5F: 3 clusters Score -1092018 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -1092677.500000 Penalty: 4545.542969
	Iteration 6F: 3 clusters Score -1092678 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -1093191.000000 Penalty: 4545.542969
	Iteration 7F: 3 clusters Score -1093191 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -1093494.750000 Penalty: 4545.542969
	Iteration 8Q: 3 clusters Score -1093495 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -1093678.875000 Penalty: 4545.542969
	Iteration 9Q: 3 clusters Score -1093679 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1093780.500000 Penalty: 4545.542969
	Iteration 10Q: 3 clusters Score -1093780 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -1093845.625000 Penalty: 4545.542969
	Iteration 11Q: 3 clusters Score -1093846 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -1093884.125000 Penalty: 4545.542969
	Iteration 12Q: 3 clusters Score -1093884 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -1093922.000000 Penalty: 4545.542969
	Iteration 13Q: 3 clusters Score -1093922 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -1093951.000000 Penalty: 4545.542969
	Iteration 14Q: 3 clusters Score -1093951 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -1093975.625000 Penalty: 4545.542969
	Iteration 15Q: 3 clusters Score -1093976 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -1094001.500000 Penalty: 4545.542969
	Iteration 16Q: 3 clusters Score -1094002 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1094017.500000 Penalty: 4545.542969
	Iteration 17Q: 3 clusters Score -1094018 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1094044.000000 Penalty: 4545.542969
	Iteration 18Q: 3 clusters Score -1094044 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1094060.250000 Penalty: 4545.542969
	Iteration 19Q: 3 clusters Score -1094060 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1094072.750000 Penalty: 4545.542969
	Iteration 20F: 3 clusters Score -1094073 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1094082.125000 Penalty: 4545.542969
	Iteration 21Q: 3 clusters Score -1094082 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1094088.375000 Penalty: 4545.542969
	Iteration 22Q: 3 clusters Score -1094088 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1094090.125000 Penalty: 4545.542969
	Iteration 23Q: 3 clusters Score -1094090 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1094095.125000 Penalty: 4545.542969
	Iteration 24Q: 3 clusters Score -1094095 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1094096.125000 Penalty: 4545.542969
	Iteration 25Q: 3 clusters Score -1094096 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1094098.250000 Penalty: 4545.542969
	Iteration 26Q: 3 clusters Score -1094098 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1094104.375000 Penalty: 4545.542969
	Iteration 27Q: 3 clusters Score -1094104 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1094105.750000 Penalty: 4545.542969
	Iteration 28Q: 3 clusters Score -1094106 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1094111.750000 Penalty: 4545.542969
	Iteration 29Q: 3 clusters Score -1094112 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1094116.125000 Penalty: 4545.542969
	Iteration 30Q: 3 clusters Score -1094116 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1094122.875000 Penalty: 4545.542969
	Iteration 31Q: 3 clusters Score -1094123 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1094119.250000 Penalty: 4545.542969
	Iteration 32Q: 3 clusters Score -1094119 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1094124.875000 Penalty: 4545.542969
	Iteration 33Q: 3 clusters Score -1094125 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1094125.375000 Penalty: 4545.542969
	Iteration 34Q: 3 clusters Score -1094125 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1094128.750000 Penalty: 4545.542969
	Iteration 35Q: 3 clusters Score -1094129 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1094127.750000 Penalty: 4545.542969
	Iteration 36Q: 3 clusters Score -1094128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1094128.750000 Penalty: 4545.542969
	Iteration 37Q: 3 clusters Score -1094129 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1094130.250000 Penalty: 4545.542969
	Iteration 38Q: 3 clusters Score -1094130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1094129.500000 Penalty: 4545.542969
	Iteration 39Q: 3 clusters Score -1094130 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1094129.500000 Penalty: 4545.542969
	Iteration 40F: 3 clusters Score -1094130 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (71058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71058 members 
Entering Unmasked Estep 
Score: -8068860.500000 Penalty: 2770.470215
	Iteration 0F: 2 clusters Score -8068860 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35324 members 
Mstep: Class 2 contains 35734 members 
Entering Unmasked Estep 
Score: -8021258.000000 Penalty: 5540.940430
	Iteration 0F: 3 clusters Score -8021258 nChanged 33141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32613 members 
Mstep: Class 2 contains 38445 members 
Entering Unmasked Estep 
Score: -8041047.500000 Penalty: 5540.940430
	Iteration 1F: 3 clusters Score -8041048 nChanged 4225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30904 members 
Mstep: Class 2 contains 40154 members 
Entering Unmasked Estep 
Score: -8044017.500000 Penalty: 5540.940430
	Iteration 2F: 3 clusters Score -8044018 nChanged 5518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28392 members 
Mstep: Class 2 contains 42666 members 
Entering Unmasked Estep 
Score: -8048901.500000 Penalty: 5540.940430
	Iteration 3F: 3 clusters Score -8048902 nChanged 6481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24927 members 
Mstep: Class 2 contains 46131 members 
Entering Unmasked Estep 
Score: -8054586.000000 Penalty: 5540.940430
	Iteration 4F: 3 clusters Score -8054586 nChanged 5899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21500 members 
Mstep: Class 2 contains 49558 members 
Entering Unmasked Estep 
Score: -8059493.500000 Penalty: 5540.940430
	Iteration 5F: 3 clusters Score -8059494 nChanged 4662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18772 members 
Mstep: Class 2 contains 52286 members 
Entering Unmasked Estep 
Score: -8063183.500000 Penalty: 5540.940430
	Iteration 6F: 3 clusters Score -8063184 nChanged 3402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16848 members 
Mstep: Class 2 contains 54210 members 
Entering Unmasked Estep 
Score: -8065933.500000 Penalty: 5540.940430
	Iteration 7Q: 3 clusters Score -8065934 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15533 members 
Mstep: Class 2 contains 55525 members 
Entering Unmasked Estep 
Score: -8067894.000000 Penalty: 5540.940430
	Iteration 8Q: 3 clusters Score -8067894 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14573 members 
Mstep: Class 2 contains 56485 members 
Entering Unmasked Estep 
Score: -8069299.000000 Penalty: 5540.940430
	Iteration 9Q: 3 clusters Score -8069299 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13898 members 
Mstep: Class 2 contains 57160 members 
Entering Unmasked Estep 
Score: -8070111.500000 Penalty: 5540.940430
	Iteration 10Q: 3 clusters Score -8070112 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13375 members 
Mstep: Class 2 contains 57683 members 
Entering Unmasked Estep 
Score: -8070549.000000 Penalty: 5540.940430
	Iteration 11Q: 3 clusters Score -8070549 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 58113 members 
Entering Unmasked Estep 
Score: -8070899.000000 Penalty: 5540.940430
	Iteration 12Q: 3 clusters Score -8070899 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12610 members 
Mstep: Class 2 contains 58448 members 
Entering Unmasked Estep 
Score: -8071092.500000 Penalty: 5540.940430
	Iteration 13Q: 3 clusters Score -8071092 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 58714 members 
Entering Unmasked Estep 
Score: -8071220.000000 Penalty: 5540.940430
	Iteration 14Q: 3 clusters Score -8071220 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 58963 members 
Entering Unmasked Estep 
Score: -8071299.500000 Penalty: 5540.940430
	Iteration 15Q: 3 clusters Score -8071300 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 59208 members 
Entering Unmasked Estep 
Score: -8071365.000000 Penalty: 5540.940430
	Iteration 16Q: 3 clusters Score -8071365 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11631 members 
Mstep: Class 2 contains 59427 members 
Entering Unmasked Estep 
Score: -8071491.500000 Penalty: 5540.940430
	Iteration 17Q: 3 clusters Score -8071492 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11409 members 
Mstep: Class 2 contains 59649 members 
Entering Unmasked Estep 
Score: -8071543.500000 Penalty: 5540.940430
	Iteration 18Q: 3 clusters Score -8071544 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 59846 members 
Entering Unmasked Estep 
Score: -8071608.500000 Penalty: 5540.940430
	Iteration 19Q: 3 clusters Score -8071608 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 60033 members 
Entering Unmasked Estep 
Score: -8071692.000000 Penalty: 5540.940430
	Iteration 20F: 3 clusters Score -8071692 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 60192 members 
Entering Unmasked Estep 
Score: -8071742.500000 Penalty: 5540.940430
	Iteration 21Q: 3 clusters Score -8071742 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 60357 members 
Entering Unmasked Estep 
Score: -8071782.500000 Penalty: 5540.940430
	Iteration 22Q: 3 clusters Score -8071782 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 60506 members 
Entering Unmasked Estep 
Score: -8071831.500000 Penalty: 5540.940430
	Iteration 23Q: 3 clusters Score -8071832 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 60621 members 
Entering Unmasked Estep 
Score: -8071855.500000 Penalty: 5540.940430
	Iteration 24Q: 3 clusters Score -8071856 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 60714 members 
Entering Unmasked Estep 
Score: -8071888.000000 Penalty: 5540.940430
	Iteration 25Q: 3 clusters Score -8071888 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 60808 members 
Entering Unmasked Estep 
Score: -8071934.000000 Penalty: 5540.940430
	Iteration 26Q: 3 clusters Score -8071934 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 60883 members 
Entering Unmasked Estep 
Score: -8071969.000000 Penalty: 5540.940430
	Iteration 27Q: 3 clusters Score -8071969 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 60961 members 
Entering Unmasked Estep 
Score: -8071982.500000 Penalty: 5540.940430
	Iteration 28Q: 3 clusters Score -8071982 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 61028 members 
Entering Unmasked Estep 
Score: -8071991.000000 Penalty: 5540.940430
	Iteration 29Q: 3 clusters Score -8071991 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 61085 members 
Entering Unmasked Estep 
Score: -8071996.000000 Penalty: 5540.940430
	Iteration 30Q: 3 clusters Score -8071996 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 61142 members 
Entering Unmasked Estep 
Score: -8072000.000000 Penalty: 5540.940430
	Iteration 31Q: 3 clusters Score -8072000 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 61196 members 
Entering Unmasked Estep 
Score: -8072010.000000 Penalty: 5540.940430
	Iteration 32Q: 3 clusters Score -8072010 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 61236 members 
Entering Unmasked Estep 
Score: -8072000.000000 Penalty: 5540.940430
	Iteration 33Q: 3 clusters Score -8072000 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 61266 members 
Entering Unmasked Estep 
Score: -8072002.000000 Penalty: 5540.940430
	Iteration 34Q: 3 clusters Score -8072002 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 61293 members 
Entering Unmasked Estep 
Score: -8072007.000000 Penalty: 5540.940430
	Iteration 35Q: 3 clusters Score -8072007 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 61317 members 
Entering Unmasked Estep 
Score: -8072016.000000 Penalty: 5540.940430
	Iteration 36Q: 3 clusters Score -8072016 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 61333 members 
Entering Unmasked Estep 
Score: -8072011.500000 Penalty: 5540.940430
	Iteration 37Q: 3 clusters Score -8072012 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 61353 members 
Entering Unmasked Estep 
Score: -8071993.500000 Penalty: 5540.940430
	Iteration 38Q: 3 clusters Score -8071994 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 61376 members 
Entering Unmasked Estep 
Score: -8071989.000000 Penalty: 5540.940430
	Iteration 39Q: 3 clusters Score -8071989 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 61396 members 
Entering Unmasked Estep 
Score: -8071987.500000 Penalty: 5540.940430
	Iteration 40F: 3 clusters Score -8071988 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 61420 members 
Entering Unmasked Estep 
Score: -8071989.500000 Penalty: 5540.940430
	Iteration 41Q: 3 clusters Score -8071990 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 61433 members 
Entering Unmasked Estep 
Score: -8071997.000000 Penalty: 5540.940430
	Iteration 42Q: 3 clusters Score -8071997 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 61442 members 
Entering Unmasked Estep 
Score: -8072000.000000 Penalty: 5540.940430
	Iteration 43Q: 3 clusters Score -8072000 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 61450 members 
Entering Unmasked Estep 
Score: -8071993.000000 Penalty: 5540.940430
	Iteration 44Q: 3 clusters Score -8071993 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 61463 members 
Entering Unmasked Estep 
Score: -8071998.000000 Penalty: 5540.940430
	Iteration 45Q: 3 clusters Score -8071998 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 61477 members 
Entering Unmasked Estep 
Score: -8071998.500000 Penalty: 5540.940430
	Iteration 46Q: 3 clusters Score -8071998 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 61489 members 
Entering Unmasked Estep 
Score: -8071992.500000 Penalty: 5540.940430
	Iteration 47Q: 3 clusters Score -8071992 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 61505 members 
Entering Unmasked Estep 
Score: -8071998.000000 Penalty: 5540.940430
	Iteration 48Q: 3 clusters Score -8071998 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 61520 members 
Entering Unmasked Estep 
Score: -8071990.500000 Penalty: 5540.940430
	Iteration 49Q: 3 clusters Score -8071990 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 61537 members 
Entering Unmasked Estep 
Score: -8071998.000000 Penalty: 5540.940430
	Iteration 50Q: 3 clusters Score -8071998 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 61557 members 
Entering Unmasked Estep 
Score: -8071985.500000 Penalty: 5540.940430
	Iteration 51Q: 3 clusters Score -8071986 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 61578 members 
Entering Unmasked Estep 
Score: -8071988.000000 Penalty: 5540.940430
	Iteration 52Q: 3 clusters Score -8071988 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 61595 members 
Entering Unmasked Estep 
Score: -8071976.500000 Penalty: 5540.940430
	Iteration 53Q: 3 clusters Score -8071976 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 61613 members 
Entering Unmasked Estep 
Score: -8071995.500000 Penalty: 5540.940430
	Iteration 54Q: 3 clusters Score -8071996 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 61627 members 
Entering Unmasked Estep 
Score: -8071999.500000 Penalty: 5540.940430
	Iteration 55Q: 3 clusters Score -8072000 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 61635 members 
Entering Unmasked Estep 
Score: -8071997.500000 Penalty: 5540.940430
	Iteration 56Q: 3 clusters Score -8071998 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 61645 members 
Entering Unmasked Estep 
Score: -8072001.500000 Penalty: 5540.940430
	Iteration 57Q: 3 clusters Score -8072002 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 61656 members 
Entering Unmasked Estep 
Score: -8071999.500000 Penalty: 5540.940430
	Iteration 58Q: 3 clusters Score -8072000 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 61667 members 
Entering Unmasked Estep 
Score: -8072000.000000 Penalty: 5540.940430
	Iteration 59Q: 3 clusters Score -8072000 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 61675 members 
Entering Unmasked Estep 
Score: -8072001.500000 Penalty: 5540.940430
	Iteration 60F: 3 clusters Score -8072002 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 61681 members 
Entering Unmasked Estep 
Score: -8072000.000000 Penalty: 5540.940430
	Iteration 61Q: 3 clusters Score -8072000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 61685 members 
Entering Unmasked Estep 
Score: -8072002.000000 Penalty: 5540.940430
	Iteration 62Q: 3 clusters Score -8072002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 61690 members 
Entering Unmasked Estep 
Score: -8072005.000000 Penalty: 5540.940430
	Iteration 63Q: 3 clusters Score -8072005 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 61695 members 
Entering Unmasked Estep 
Score: -8072007.000000 Penalty: 5540.940430
	Iteration 64Q: 3 clusters Score -8072007 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 61696 members 
Entering Unmasked Estep 
Score: -8072008.000000 Penalty: 5540.940430
	Iteration 65Q: 3 clusters Score -8072008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 61698 members 
Entering Unmasked Estep 
Score: -8072010.000000 Penalty: 5540.940430
	Iteration 66Q: 3 clusters Score -8072010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 61701 members 
Entering Unmasked Estep 
Score: -8072014.500000 Penalty: 5540.940430
	Iteration 67Q: 3 clusters Score -8072014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 61703 members 
Entering Unmasked Estep 
Score: -8072015.500000 Penalty: 5540.940430
	Iteration 68Q: 3 clusters Score -8072016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 61707 members 
Entering Unmasked Estep 
Score: -8072005.000000 Penalty: 5540.940430
	Iteration 69Q: 3 clusters Score -8072005 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 61714 members 
Entering Unmasked Estep 
Score: -8072002.500000 Penalty: 5540.940430
	Iteration 70Q: 3 clusters Score -8072002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 61716 members 
Entering Unmasked Estep 
Score: -8071998.000000 Penalty: 5540.940430
	Iteration 71Q: 3 clusters Score -8071998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 61717 members 
Entering Unmasked Estep 
Score: -8071996.000000 Penalty: 5540.940430
	Iteration 72Q: 3 clusters Score -8071996 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 61723 members 
Entering Unmasked Estep 
Score: -8071999.000000 Penalty: 5540.940430
	Iteration 73Q: 3 clusters Score -8071999 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 61724 members 
Entering Unmasked Estep 
Score: -8071993.500000 Penalty: 5540.940430
	Iteration 74Q: 3 clusters Score -8071994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 61725 members 
Entering Unmasked Estep 
Score: -8071992.000000 Penalty: 5540.940430
	Iteration 75Q: 3 clusters Score -8071992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 61728 members 
Entering Unmasked Estep 
Score: -8071987.000000 Penalty: 5540.940430
	Iteration 76Q: 3 clusters Score -8071987 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 61730 members 
Entering Unmasked Estep 
Score: -8071988.500000 Penalty: 5540.940430
	Iteration 77Q: 3 clusters Score -8071988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 61732 members 
Entering Unmasked Estep 
Score: -8071993.000000 Penalty: 5540.940430
	Iteration 78Q: 3 clusters Score -8071993 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 61732 members 
Entering Unmasked Estep 
Score: -8071993.000000 Penalty: 5540.940430
	Iteration 79F: 3 clusters Score -8071993 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 26130 members 
Mstep: Class 2 contains 46290 members 
Mstep: Class 3 contains 11000 members 
Mstep: Class 4 contains 1709 members 
Mstep: Class 5 contains 245408 members 
Mstep: Class 6 contains 1239 members 
Mstep: Class 7 contains 5278 members 
Mstep: Class 8 contains 221589 members 
Mstep: Class 9 contains 95099 members 
Mstep: Class 10 contains 66241 members 
Mstep: Class 11 contains 9842 members 
Mstep: Class 12 contains 44941 members 
Mstep: Class 13 contains 1726 members 
Mstep: Class 14 contains 11285 members 
Mstep: Class 15 contains 8334 members 
Mstep: Class 16 contains 216257 members 
Mstep: Class 17 contains 1271 members 
Mstep: Class 18 contains 1877 members 
Mstep: Class 19 contains 1169 members 
Mstep: Class 20 contains 10432 members 
Mstep: Class 21 contains 27452 members 
Mstep: Class 22 contains 197458 members 
Mstep: Class 23 contains 9551 members 
Mstep: Class 24 contains 9326 members 
Mstep: Class 25 contains 3901 members 
Mstep: Class 26 contains 1121 members 
Mstep: Class 27 contains 6557 members 
Mstep: Class 28 contains 7178 members 
Mstep: Class 29 contains 1596 members 
Mstep: Class 30 contains 3592 members 
Mstep: Class 31 contains 3657 members 
Mstep: Class 32 contains 61732 members 
Entering Unmasked Estep 
Score: -155582528.000000 Penalty: 112081.539062
Splitting cluster 24 changes total score from -155578624.000000 to -155582528.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 25 (3901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Entering Unmasked Estep 
Score: -391527.718750 Penalty: 2050.709229
	Iteration 0F: 2 clusters Score -391527.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -387733.218750 Penalty: 4101.418457
	Iteration 0F: 3 clusters Score -387733.2 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -389004.093750 Penalty: 4101.418457
	Iteration 1F: 3 clusters Score -389004.1 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -389730.000000 Penalty: 4101.418457
	Iteration 2F: 3 clusters Score -389730 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -390440.500000 Penalty: 4101.418457
	Iteration 3F: 3 clusters Score -390440.5 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -391138.906250 Penalty: 4101.418457
	Iteration 4F: 3 clusters Score -391138.9 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -391643.093750 Penalty: 4101.418457
	Iteration 5F: 3 clusters Score -391643.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -391861.500000 Penalty: 4101.418457
	Iteration 6F: 3 clusters Score -391861.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -391951.250000 Penalty: 4101.418457
	Iteration 7Q: 3 clusters Score -391951.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -392005.125000 Penalty: 4101.418457
	Iteration 8Q: 3 clusters Score -392005.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -392035.781250 Penalty: 4101.418457
	Iteration 9Q: 3 clusters Score -392035.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -392058.218750 Penalty: 4101.418457
	Iteration 10Q: 3 clusters Score -392058.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -392070.812500 Penalty: 4101.418457
	Iteration 11Q: 3 clusters Score -392070.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -392075.218750 Penalty: 4101.418457
	Iteration 12Q: 3 clusters Score -392075.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -392079.312500 Penalty: 4101.418457
	Iteration 13Q: 3 clusters Score -392079.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -392079.687500 Penalty: 4101.418457
	Iteration 14Q: 3 clusters Score -392079.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -392080.437500 Penalty: 4101.418457
	Iteration 15Q: 3 clusters Score -392080.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -392080.437500 Penalty: 4101.418457
	Iteration 16F: 3 clusters Score -392080.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 26130 members 
Mstep: Class 2 contains 46290 members 
Mstep: Class 3 contains 11000 members 
Mstep: Class 4 contains 1709 members 
Mstep: Class 5 contains 245408 members 
Mstep: Class 6 contains 1239 members 
Mstep: Class 7 contains 5278 members 
Mstep: Class 8 contains 221589 members 
Mstep: Class 9 contains 95099 members 
Mstep: Class 10 contains 66241 members 
Mstep: Class 11 contains 9842 members 
Mstep: Class 12 contains 44941 members 
Mstep: Class 13 contains 1726 members 
Mstep: Class 14 contains 11285 members 
Mstep: Class 15 contains 8334 members 
Mstep: Class 16 contains 216257 members 
Mstep: Class 17 contains 1271 members 
Mstep: Class 18 contains 1877 members 
Mstep: Class 19 contains 1169 members 
Mstep: Class 20 contains 10432 members 
Mstep: Class 21 contains 27452 members 
Mstep: Class 22 contains 197458 members 
Mstep: Class 23 contains 9551 members 
Mstep: Class 24 contains 9326 members 
Mstep: Class 25 contains 2399 members 
Mstep: Class 26 contains 1121 members 
Mstep: Class 27 contains 6557 members 
Mstep: Class 28 contains 7178 members 
Mstep: Class 29 contains 1596 members 
Mstep: Class 30 contains 3592 members 
Mstep: Class 31 contains 3657 members 
Mstep: Class 32 contains 61732 members 
Mstep: Class 33 contains 1502 members 
Entering Unmasked Estep 
Score: -155581328.000000 Penalty: 115584.085938
Splitting cluster 25 changes total score from -155578624.000000 to -155581328.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 26 (1121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Entering Unmasked Estep 
Score: -120491.382812 Penalty: 1741.450195
	Iteration 0F: 2 clusters Score -120491.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -118498.679688 Penalty: 3482.900391
	Iteration 0F: 3 clusters Score -118498.7 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -118801.289062 Penalty: 3482.900391
	Iteration 1F: 3 clusters Score -118801.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -118897.906250 Penalty: 3482.900391
	Iteration 2F: 3 clusters Score -118897.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -118936.281250 Penalty: 3482.900391
	Iteration 3Q: 3 clusters Score -118936.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -118971.312500 Penalty: 3482.900391
	Iteration 4Q: 3 clusters Score -118971.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -119008.531250 Penalty: 3482.900391
	Iteration 5Q: 3 clusters Score -119008.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -119038.460938 Penalty: 3482.900391
	Iteration 6Q: 3 clusters Score -119038.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -119064.593750 Penalty: 3482.900391
	Iteration 7Q: 3 clusters Score -119064.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -119115.554688 Penalty: 3482.900391
	Iteration 8Q: 3 clusters Score -119115.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -119193.679688 Penalty: 3482.900391
	Iteration 9Q: 3 clusters Score -119193.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -119271.343750 Penalty: 3482.900391
	Iteration 10Q: 3 clusters Score -119271.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -119359.429688 Penalty: 3482.900391
	Iteration 11Q: 3 clusters Score -119359.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -119452.367188 Penalty: 3482.900391
	Iteration 12Q: 3 clusters Score -119452.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -119489.445312 Penalty: 3482.900391
	Iteration 13Q: 3 clusters Score -119489.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -119504.484375 Penalty: 3482.900391
	Iteration 14Q: 3 clusters Score -119504.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -119510.710938 Penalty: 3482.900391
	Iteration 15Q: 3 clusters Score -119510.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -119515.125000 Penalty: 3482.900391
	Iteration 16Q: 3 clusters Score -119515.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -119522.078125 Penalty: 3482.900391
	Iteration 17Q: 3 clusters Score -119522.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -119524.414062 Penalty: 3482.900391
	Iteration 18Q: 3 clusters Score -119524.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -119525.304688 Penalty: 3482.900391
	Iteration 19Q: 3 clusters Score -119525.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -119525.304688 Penalty: 3482.900391
	Iteration 20F: 3 clusters Score -119525.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (6557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Entering Unmasked Estep 
Score: -713365.062500 Penalty: 2179.495361
	Iteration 0F: 2 clusters Score -713365.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -707917.187500 Penalty: 4358.990723
	Iteration 0F: 3 clusters Score -707917.2 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -709635.250000 Penalty: 4358.990723
	Iteration 1F: 3 clusters Score -709635.2 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -710105.500000 Penalty: 4358.990723
	Iteration 2F: 3 clusters Score -710105.5 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -710440.875000 Penalty: 4358.990723
	Iteration 3F: 3 clusters Score -710440.9 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -710691.562500 Penalty: 4358.990723
	Iteration 4F: 3 clusters Score -710691.6 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -710889.125000 Penalty: 4358.990723
	Iteration 5Q: 3 clusters Score -710889.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -711057.875000 Penalty: 4358.990723
	Iteration 6Q: 3 clusters Score -711057.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -711208.687500 Penalty: 4358.990723
	Iteration 7Q: 3 clusters Score -711208.7 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -711337.062500 Penalty: 4358.990723
	Iteration 8Q: 3 clusters Score -711337.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -711459.750000 Penalty: 4358.990723
	Iteration 9Q: 3 clusters Score -711459.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -711619.437500 Penalty: 4358.990723
	Iteration 10Q: 3 clusters Score -711619.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -711791.187500 Penalty: 4358.990723
	Iteration 11Q: 3 clusters Score -711791.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -711985.687500 Penalty: 4358.990723
	Iteration 12Q: 3 clusters Score -711985.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -712170.000000 Penalty: 4358.990723
	Iteration 13Q: 3 clusters Score -712170 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -712312.562500 Penalty: 4358.990723
	Iteration 14Q: 3 clusters Score -712312.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -712411.000000 Penalty: 4358.990723
	Iteration 15Q: 3 clusters Score -712411 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -712465.250000 Penalty: 4358.990723
	Iteration 16Q: 3 clusters Score -712465.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -712516.687500 Penalty: 4358.990723
	Iteration 17Q: 3 clusters Score -712516.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -712550.937500 Penalty: 4358.990723
	Iteration 18Q: 3 clusters Score -712550.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -712573.437500 Penalty: 4358.990723
	Iteration 19Q: 3 clusters Score -712573.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -712589.187500 Penalty: 4358.990723
	Iteration 20F: 3 clusters Score -712589.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -712600.375000 Penalty: 4358.990723
	Iteration 21Q: 3 clusters Score -712600.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -712607.812500 Penalty: 4358.990723
	Iteration 22Q: 3 clusters Score -712607.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -712614.500000 Penalty: 4358.990723
	Iteration 23Q: 3 clusters Score -712614.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -712621.750000 Penalty: 4358.990723
	Iteration 24Q: 3 clusters Score -712621.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -712627.312500 Penalty: 4358.990723
	Iteration 25Q: 3 clusters Score -712627.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -712637.750000 Penalty: 4358.990723
	Iteration 26Q: 3 clusters Score -712637.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -712639.500000 Penalty: 4358.990723
	Iteration 27Q: 3 clusters Score -712639.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -712650.500000 Penalty: 4358.990723
	Iteration 28Q: 3 clusters Score -712650.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -712659.875000 Penalty: 4358.990723
	Iteration 29Q: 3 clusters Score -712659.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -712674.187500 Penalty: 4358.990723
	Iteration 30Q: 3 clusters Score -712674.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -712687.937500 Penalty: 4358.990723
	Iteration 31Q: 3 clusters Score -712687.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -712699.187500 Penalty: 4358.990723
	Iteration 32Q: 3 clusters Score -712699.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -712711.125000 Penalty: 4358.990723
	Iteration 33Q: 3 clusters Score -712711.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -712719.687500 Penalty: 4358.990723
	Iteration 34Q: 3 clusters Score -712719.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -712726.562500 Penalty: 4358.990723
	Iteration 35Q: 3 clusters Score -712726.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -712733.875000 Penalty: 4358.990723
	Iteration 36Q: 3 clusters Score -712733.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -712741.375000 Penalty: 4358.990723
	Iteration 37Q: 3 clusters Score -712741.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -712750.562500 Penalty: 4358.990723
	Iteration 38Q: 3 clusters Score -712750.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -712760.062500 Penalty: 4358.990723
	Iteration 39Q: 3 clusters Score -712760.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -712769.875000 Penalty: 4358.990723
	Iteration 40F: 3 clusters Score -712769.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -712789.062500 Penalty: 4358.990723
	Iteration 41Q: 3 clusters Score -712789.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -712817.375000 Penalty: 4358.990723
	Iteration 42Q: 3 clusters Score -712817.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -712851.125000 Penalty: 4358.990723
	Iteration 43Q: 3 clusters Score -712851.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -712902.750000 Penalty: 4358.990723
	Iteration 44Q: 3 clusters Score -712902.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -712944.500000 Penalty: 4358.990723
	Iteration 45Q: 3 clusters Score -712944.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -712966.437500 Penalty: 4358.990723
	Iteration 46Q: 3 clusters Score -712966.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -712979.687500 Penalty: 4358.990723
	Iteration 47Q: 3 clusters Score -712979.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -712988.687500 Penalty: 4358.990723
	Iteration 48Q: 3 clusters Score -712988.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -712995.000000 Penalty: 4358.990723
	Iteration 49Q: 3 clusters Score -712995 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -712996.937500 Penalty: 4358.990723
	Iteration 50Q: 3 clusters Score -712996.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -713001.687500 Penalty: 4358.990723
	Iteration 51Q: 3 clusters Score -713001.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -713000.125000 Penalty: 4358.990723
	Iteration 52Q: 3 clusters Score -713000.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -713001.625000 Penalty: 4358.990723
	Iteration 53Q: 3 clusters Score -713001.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -713002.687500 Penalty: 4358.990723
	Iteration 54Q: 3 clusters Score -713002.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -713002.500000 Penalty: 4358.990723
	Iteration 55Q: 3 clusters Score -713002.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -713002.500000 Penalty: 4358.990723
	Iteration 56F: 3 clusters Score -713002.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 26130 members 
Mstep: Class 2 contains 46290 members 
Mstep: Class 3 contains 11000 members 
Mstep: Class 4 contains 1709 members 
Mstep: Class 5 contains 245408 members 
Mstep: Class 6 contains 1239 members 
Mstep: Class 7 contains 5278 members 
Mstep: Class 8 contains 221589 members 
Mstep: Class 9 contains 95099 members 
Mstep: Class 10 contains 66241 members 
Mstep: Class 11 contains 9842 members 
Mstep: Class 12 contains 44941 members 
Mstep: Class 13 contains 1726 members 
Mstep: Class 14 contains 11285 members 
Mstep: Class 15 contains 8334 members 
Mstep: Class 16 contains 216257 members 
Mstep: Class 17 contains 1271 members 
Mstep: Class 18 contains 1877 members 
Mstep: Class 19 contains 1169 members 
Mstep: Class 20 contains 10432 members 
Mstep: Class 21 contains 27452 members 
Mstep: Class 22 contains 197458 members 
Mstep: Class 23 contains 9551 members 
Mstep: Class 24 contains 9326 members 
Mstep: Class 25 contains 2399 members 
Mstep: Class 26 contains 1121 members 
Mstep: Class 27 contains 6557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155585904.000000 Penalty: 115584.085938
Iteration 79Q: 34 clusters Score -1.555859e+08 nChanged 8258
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 26084 members 
Mstep: Class 2 contains 46182 members 
Mstep: Class 3 contains 10853 members 
Mstep: Class 4 contains 1717 members 
Mstep: Class 5 contains 245666 members 
Mstep: Class 6 contains 1261 members 
Mstep: Class 7 contains 5271 members 
Mstep: Class 8 contains 221855 members 
Mstep: Class 9 contains 95145 members 
Mstep: Class 10 contains 66690 members 
Mstep: Class 11 contains 9863 members 
Mstep: Class 12 contains 44956 members 
Mstep: Class 13 contains 1932 members 
Mstep: Class 14 contains 11290 members 
Mstep: Class 15 contains 8268 members 
Mstep: Class 16 contains 216266 members 
Mstep: Class 17 contains 1271 members 
Mstep: Class 18 contains 1965 members 
Mstep: Class 19 contains 1169 members 
Mstep: Class 20 contains 10426 members 
Mstep: Class 21 contains 27480 members 
Mstep: Class 22 contains 198359 members 
Mstep: Class 23 contains 9550 members 
Mstep: Class 24 contains 9973 members 
Mstep: Class 25 contains 2832 members 
Mstep: Class 26 contains 1124 members 
Mstep: Class 27 contains 6569 members 
Mstep: Class 28 contains 7380 members 
Mstep: Class 29 contains 1572 members 
Mstep: Class 30 contains 3229 members 
Mstep: Class 31 contains 3500 members 
Mstep: Class 32 contains 59112 members 
Mstep: Class 33 contains 1428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155589744.000000 Penalty: 115584.085938
Iteration 80F: 34 clusters Score -1.555897e+08 nChanged 7379
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26044 members 
Mstep: Class 2 contains 45792 members 
Mstep: Class 3 contains 10555 members 
Mstep: Class 4 contains 1712 members 
Mstep: Class 5 contains 245571 members 
Mstep: Class 6 contains 1247 members 
Mstep: Class 7 contains 5327 members 
Mstep: Class 8 contains 221392 members 
Mstep: Class 9 contains 95188 members 
Mstep: Class 10 contains 66749 members 
Mstep: Class 11 contains 9867 members 
Mstep: Class 12 contains 44754 members 
Mstep: Class 13 contains 1833 members 
Mstep: Class 14 contains 11100 members 
Mstep: Class 15 contains 8188 members 
Mstep: Class 16 contains 216275 members 
Mstep: Class 17 contains 1271 members 
Mstep: Class 18 contains 2003 members 
Mstep: Class 19 contains 1169 members 
Mstep: Class 20 contains 10376 members 
Mstep: Class 21 contains 27484 members 
Mstep: Class 22 contains 198650 members 
Mstep: Class 23 contains 9513 members 
Mstep: Class 24 contains 10426 members 
Mstep: Class 25 contains 3103 members 
Mstep: Class 26 contains 1124 members 
Mstep: Class 27 contains 6564 members 
Mstep: Class 28 contains 7741 members 
Mstep: Class 29 contains 2205 members 
Mstep: Class 30 contains 3183 members 
Mstep: Class 31 contains 3724 members 
Mstep: Class 32 contains 58687 members 
Mstep: Class 33 contains 1423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155591648.000000 Penalty: 115584.085938
Iteration 81Q: 34 clusters Score -1.555916e+08 nChanged 5064
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26006 members 
Mstep: Class 2 contains 45709 members 
Mstep: Class 3 contains 10230 members 
Mstep: Class 4 contains 1717 members 
Mstep: Class 5 contains 245506 members 
Mstep: Class 6 contains 1238 members 
Mstep: Class 7 contains 5365 members 
Mstep: Class 8 contains 220980 members 
Mstep: Class 9 contains 95215 members 
Mstep: Class 10 contains 66885 members 
Mstep: Class 11 contains 9872 members 
Mstep: Class 12 contains 44636 members 
Mstep: Class 13 contains 1782 members 
Mstep: Class 14 contains 10962 members 
Mstep: Class 15 contains 8136 members 
Mstep: Class 16 contains 216272 members 
Mstep: Class 17 contains 1271 members 
Mstep: Class 18 contains 2036 members 
Mstep: Class 19 contains 1169 members 
Mstep: Class 20 contains 10371 members 
Mstep: Class 21 contains 27470 members 
Mstep: Class 22 contains 198915 members 
Mstep: Class 23 contains 9504 members 
Mstep: Class 24 contains 10890 members 
Mstep: Class 25 contains 3316 members 
Mstep: Class 26 contains 1122 members 
Mstep: Class 27 contains 6566 members 
Mstep: Class 28 contains 7939 members 
Mstep: Class 29 contains 2616 members 
Mstep: Class 30 contains 3116 members 
Mstep: Class 31 contains 3856 members 
Mstep: Class 32 contains 58156 members 
Mstep: Class 33 contains 1416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155592448.000000 Penalty: 115584.085938
Iteration 82Q: 34 clusters Score -1.555924e+08 nChanged 4060
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 25949 members 
Mstep: Class 2 contains 45700 members 
Mstep: Class 3 contains 9920 members 
Mstep: Class 4 contains 1718 members 
Mstep: Class 5 contains 245435 members 
Mstep: Class 6 contains 1238 members 
Mstep: Class 7 contains 5408 members 
Mstep: Class 8 contains 220625 members 
Mstep: Class 9 contains 95227 members 
Mstep: Class 10 contains 67053 members 
Mstep: Class 11 contains 9882 members 
Mstep: Class 12 contains 44556 members 
Mstep: Class 13 contains 1771 members 
Mstep: Class 14 contains 10877 members 
Mstep: Class 15 contains 8101 members 
Mstep: Class 16 contains 216266 members 
Mstep: Class 17 contains 1271 members 
Mstep: Class 18 contains 2071 members 
Mstep: Class 19 contains 1169 members 
Mstep: Class 20 contains 10393 members 
Mstep: Class 21 contains 27470 members 
Mstep: Class 22 contains 199142 members 
Mstep: Class 23 contains 9502 members 
Mstep: Class 24 contains 11316 members 
Mstep: Class 25 contains 3499 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 6569 members 
Mstep: Class 28 contains 8088 members 
Mstep: Class 29 contains 2884 members 
Mstep: Class 30 contains 3052 members 
Mstep: Class 31 contains 3927 members 
Mstep: Class 32 contains 57629 members 
Mstep: Class 33 contains 1407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155593184.000000 Penalty: 115584.085938
Iteration 83Q: 34 clusters Score -1.555932e+08 nChanged 3465
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 25910 members 
Mstep: Class 2 contains 45783 members 
Mstep: Class 3 contains 9579 members 
Mstep: Class 4 contains 1710 members 
Mstep: Class 5 contains 245382 members 
Mstep: Class 6 contains 1237 members 
Mstep: Class 7 contains 5440 members 
Mstep: Class 8 contains 220288 members 
Mstep: Class 9 contains 95268 members 
Mstep: Class 10 contains 67218 members 
Mstep: Class 11 contains 9891 members 
Mstep: Class 12 contains 44518 members 
Mstep: Class 13 contains 1761 members 
Mstep: Class 14 contains 10813 members 
Mstep: Class 15 contains 8067 members 
Mstep: Class 16 contains 216285 members 
Mstep: Class 17 contains 1271 members 
Mstep: Class 18 contains 2119 members 
Mstep: Class 19 contains 1169 members 
Mstep: Class 20 contains 10395 members 
Mstep: Class 21 contains 27464 members 
Mstep: Class 22 contains 199355 members 
Mstep: Class 23 contains 9499 members 
Mstep: Class 24 contains 11709 members 
Mstep: Class 25 contains 3666 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 6562 members 
Mstep: Class 28 contains 8180 members 
Mstep: Class 29 contains 3049 members 
Mstep: Class 30 contains 3015 members 
Mstep: Class 31 contains 3975 members 
Mstep: Class 32 contains 57131 members 
Mstep: Class 33 contains 1406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155593328.000000 Penalty: 115584.085938
Iteration 84Q: 34 clusters Score -1.555933e+08 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 25865 members 
Mstep: Class 2 contains 45904 members 
Mstep: Class 3 contains 9233 members 
Mstep: Class 4 contains 1709 members 
Mstep: Class 5 contains 245333 members 
Mstep: Class 6 contains 1237 members 
Mstep: Class 7 contains 5470 members 
Mstep: Class 8 contains 219998 members 
Mstep: Class 9 contains 95295 members 
Mstep: Class 10 contains 67374 members 
Mstep: Class 11 contains 9905 members 
Mstep: Class 12 contains 44495 members 
Mstep: Class 13 contains 1765 members 
Mstep: Class 14 contains 10769 members 
Mstep: Class 15 contains 8019 members 
Mstep: Class 16 contains 216286 members 
Mstep: Class 17 contains 1271 members 
Mstep: Class 18 contains 2177 members 
Mstep: Class 19 contains 1169 members 
Mstep: Class 20 contains 10406 members 
Mstep: Class 21 contains 27454 members 
Mstep: Class 22 contains 199567 members 
Mstep: Class 23 contains 9497 members 
Mstep: Class 24 contains 12072 members 
Mstep: Class 25 contains 3805 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 6563 members 
Mstep: Class 28 contains 8247 members 
Mstep: Class 29 contains 3166 members 
Mstep: Class 30 contains 2983 members 
Mstep: Class 31 contains 4027 members 
Mstep: Class 32 contains 56652 members 
Mstep: Class 33 contains 1402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155593776.000000 Penalty: 115584.085938
Iteration 85Q: 34 clusters Score -1.555938e+08 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 25823 members 
Mstep: Class 2 contains 46027 members 
Mstep: Class 3 contains 8892 members 
Mstep: Class 4 contains 1710 members 
Mstep: Class 5 contains 245333 members 
Mstep: Class 6 contains 1244 members 
Mstep: Class 7 contains 5512 members 
Mstep: Class 8 contains 219704 members 
Mstep: Class 9 contains 95319 members 
Mstep: Class 10 contains 67510 members 
Mstep: Class 11 contains 9909 members 
Mstep: Class 12 contains 44485 members 
Mstep: Class 13 contains 1769 members 
Mstep: Class 14 contains 10734 members 
Mstep: Class 15 contains 7976 members 
Mstep: Class 16 contains 216289 members 
Mstep: Class 17 contains 1271 members 
Mstep: Class 18 contains 2228 members 
Mstep: Class 19 contains 1169 members 
Mstep: Class 20 contains 10423 members 
Mstep: Class 21 contains 27441 members 
Mstep: Class 22 contains 199793 members 
Mstep: Class 23 contains 9497 members 
Mstep: Class 24 contains 12398 members 
Mstep: Class 25 contains 3933 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 6569 members 
Mstep: Class 28 contains 8311 members 
Mstep: Class 29 contains 3246 members 
Mstep: Class 30 contains 2955 members 
Mstep: Class 31 contains 4073 members 
Mstep: Class 32 contains 56170 members 
Mstep: Class 33 contains 1402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155593808.000000 Penalty: 115584.085938
Iteration 86Q: 34 clusters Score -1.555938e+08 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 25785 members 
Mstep: Class 2 contains 46112 members 
Mstep: Class 3 contains 8586 members 
Mstep: Class 4 contains 1712 members 
Mstep: Class 5 contains 245341 members 
Mstep: Class 6 contains 1246 members 
Mstep: Class 7 contains 5554 members 
Mstep: Class 8 contains 219413 members 
Mstep: Class 9 contains 95350 members 
Mstep: Class 10 contains 67592 members 
Mstep: Class 11 contains 9915 members 
Mstep: Class 12 contains 44472 members 
Mstep: Class 13 contains 1766 members 
Mstep: Class 14 contains 10712 members 
Mstep: Class 15 contains 7940 members 
Mstep: Class 16 contains 216305 members 
Mstep: Class 17 contains 1271 members 
Mstep: Class 18 contains 2290 members 
Mstep: Class 19 contains 1169 members 
Mstep: Class 20 contains 10432 members 
Mstep: Class 21 contains 27422 members 
Mstep: Class 22 contains 200020 members 
Mstep: Class 23 contains 9501 members 
Mstep: Class 24 contains 12714 members 
Mstep: Class 25 contains 4074 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 6564 members 
Mstep: Class 28 contains 8360 members 
Mstep: Class 29 contains 3300 members 
Mstep: Class 30 contains 2952 members 
Mstep: Class 31 contains 4106 members 
Mstep: Class 32 contains 55734 members 
Mstep: Class 33 contains 1405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155593568.000000 Penalty: 115584.085938
Iteration 87Q: 34 clusters Score -1.555936e+08 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 25748 members 
Mstep: Class 2 contains 46199 members 
Mstep: Class 3 contains 8271 members 
Mstep: Class 4 contains 1711 members 
Mstep: Class 5 contains 245352 members 
Mstep: Class 6 contains 1250 members 
Mstep: Class 7 contains 5575 members 
Mstep: Class 8 contains 219152 members 
Mstep: Class 9 contains 95379 members 
Mstep: Class 10 contains 67674 members 
Mstep: Class 11 contains 9929 members 
Mstep: Class 12 contains 44471 members 
Mstep: Class 13 contains 1770 members 
Mstep: Class 14 contains 10691 members 
Mstep: Class 15 contains 7879 members 
Mstep: Class 16 contains 216328 members 
Mstep: Class 17 contains 1271 members 
Mstep: Class 18 contains 2368 members 
Mstep: Class 19 contains 1169 members 
Mstep: Class 20 contains 10446 members 
Mstep: Class 21 contains 27419 members 
Mstep: Class 22 contains 200211 members 
Mstep: Class 23 contains 9501 members 
Mstep: Class 24 contains 13018 members 
Mstep: Class 25 contains 4211 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 6550 members 
Mstep: Class 28 contains 8418 members 
Mstep: Class 29 contains 3343 members 
Mstep: Class 30 contains 2947 members 
Mstep: Class 31 contains 4138 members 
Mstep: Class 32 contains 55319 members 
Mstep: Class 33 contains 1406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155593376.000000 Penalty: 115584.085938
Iteration 88Q: 34 clusters Score -1.555934e+08 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 25715 members 
Mstep: Class 2 contains 46328 members 
Mstep: Class 3 contains 7939 members 
Mstep: Class 4 contains 1710 members 
Mstep: Class 5 contains 245349 members 
Mstep: Class 6 contains 1251 members 
Mstep: Class 7 contains 5600 members 
Mstep: Class 8 contains 218924 members 
Mstep: Class 9 contains 95412 members 
Mstep: Class 10 contains 67739 members 
Mstep: Class 11 contains 9938 members 
Mstep: Class 12 contains 44470 members 
Mstep: Class 13 contains 1770 members 
Mstep: Class 14 contains 10669 members 
Mstep: Class 15 contains 7815 members 
Mstep: Class 16 contains 216368 members 
Mstep: Class 17 contains 1271 members 
Mstep: Class 18 contains 2456 members 
Mstep: Class 19 contains 1169 members 
Mstep: Class 20 contains 10456 members 
Mstep: Class 21 contains 27412 members 
Mstep: Class 22 contains 200365 members 
Mstep: Class 23 contains 9506 members 
Mstep: Class 24 contains 13294 members 
Mstep: Class 25 contains 4344 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 6550 members 
Mstep: Class 28 contains 8467 members 
Mstep: Class 29 contains 3381 members 
Mstep: Class 30 contains 2936 members 
Mstep: Class 31 contains 4174 members 
Mstep: Class 32 contains 54934 members 
Mstep: Class 33 contains 1402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155593568.000000 Penalty: 115584.085938
Iteration 89Q: 34 clusters Score -1.555936e+08 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 25674 members 
Mstep: Class 2 contains 46436 members 
Mstep: Class 3 contains 7630 members 
Mstep: Class 4 contains 1711 members 
Mstep: Class 5 contains 245332 members 
Mstep: Class 6 contains 1249 members 
Mstep: Class 7 contains 5613 members 
Mstep: Class 8 contains 218721 members 
Mstep: Class 9 contains 95438 members 
Mstep: Class 10 contains 67832 members 
Mstep: Class 11 contains 9943 members 
Mstep: Class 12 contains 44476 members 
Mstep: Class 13 contains 1765 members 
Mstep: Class 14 contains 10657 members 
Mstep: Class 15 contains 7731 members 
Mstep: Class 16 contains 216394 members 
Mstep: Class 17 contains 1271 members 
Mstep: Class 18 contains 2546 members 
Mstep: Class 19 contains 1169 members 
Mstep: Class 20 contains 10461 members 
Mstep: Class 21 contains 27408 members 
Mstep: Class 22 contains 200548 members 
Mstep: Class 23 contains 9511 members 
Mstep: Class 24 contains 13558 members 
Mstep: Class 25 contains 4477 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 6555 members 
Mstep: Class 28 contains 8512 members 
Mstep: Class 29 contains 3403 members 
Mstep: Class 30 contains 2927 members 
Mstep: Class 31 contains 4213 members 
Mstep: Class 32 contains 54551 members 
Mstep: Class 33 contains 1403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155593840.000000 Penalty: 115584.085938
Iteration 90Q: 34 clusters Score -1.555938e+08 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 25643 members 
Mstep: Class 2 contains 46526 members 
Mstep: Class 3 contains 7334 members 
Mstep: Class 4 contains 1711 members 
Mstep: Class 5 contains 245321 members 
Mstep: Class 6 contains 1251 members 
Mstep: Class 7 contains 5624 members 
Mstep: Class 8 contains 218522 members 
Mstep: Class 9 contains 95456 members 
Mstep: Class 10 contains 67891 members 
Mstep: Class 11 contains 9947 members 
Mstep: Class 12 contains 44483 members 
Mstep: Class 13 contains 1768 members 
Mstep: Class 14 contains 10647 members 
Mstep: Class 15 contains 7643 members 
Mstep: Class 16 contains 216428 members 
Mstep: Class 17 contains 1271 members 
Mstep: Class 18 contains 2635 members 
Mstep: Class 19 contains 1169 members 
Mstep: Class 20 contains 10466 members 
Mstep: Class 21 contains 27402 members 
Mstep: Class 22 contains 200730 members 
Mstep: Class 23 contains 9511 members 
Mstep: Class 24 contains 13795 members 
Mstep: Class 25 contains 4636 members 
Mstep: Class 26 contains 1124 members 
Mstep: Class 27 contains 6560 members 
Mstep: Class 28 contains 8537 members 
Mstep: Class 29 contains 3423 members 
Mstep: Class 30 contains 2918 members 
Mstep: Class 31 contains 4240 members 
Mstep: Class 32 contains 54224 members 
Mstep: Class 33 contains 1404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155594208.000000 Penalty: 115584.085938
Iteration 91Q: 34 clusters Score -1.555942e+08 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 25595 members 
Mstep: Class 2 contains 46626 members 
Mstep: Class 3 contains 7056 members 
Mstep: Class 4 contains 1710 members 
Mstep: Class 5 contains 245310 members 
Mstep: Class 6 contains 1253 members 
Mstep: Class 7 contains 5626 members 
Mstep: Class 8 contains 218328 members 
Mstep: Class 9 contains 95476 members 
Mstep: Class 10 contains 67933 members 
Mstep: Class 11 contains 9962 members 
Mstep: Class 12 contains 44480 members 
Mstep: Class 13 contains 1770 members 
Mstep: Class 14 contains 10637 members 
Mstep: Class 15 contains 7530 members 
Mstep: Class 16 contains 216451 members 
Mstep: Class 17 contains 1271 members 
Mstep: Class 18 contains 2751 members 
Mstep: Class 19 contains 1170 members 
Mstep: Class 20 contains 10471 members 
Mstep: Class 21 contains 27396 members 
Mstep: Class 22 contains 200901 members 
Mstep: Class 23 contains 9512 members 
Mstep: Class 24 contains 14025 members 
Mstep: Class 25 contains 4761 members 
Mstep: Class 26 contains 1124 members 
Mstep: Class 27 contains 6571 members 
Mstep: Class 28 contains 8561 members 
Mstep: Class 29 contains 3442 members 
Mstep: Class 30 contains 2918 members 
Mstep: Class 31 contains 4268 members 
Mstep: Class 32 contains 53952 members 
Mstep: Class 33 contains 1403 members 
Entering Unmasked Estep 
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Iteration 92Q: 34 clusters Score -1.555948e+08 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 25559 members 
Mstep: Class 2 contains 46743 members 
Mstep: Class 3 contains 6779 members 
Mstep: Class 4 contains 1709 members 
Mstep: Class 5 contains 245318 members 
Mstep: Class 6 contains 1252 members 
Mstep: Class 7 contains 5630 members 
Mstep: Class 8 contains 218129 members 
Mstep: Class 9 contains 95476 members 
Mstep: Class 10 contains 67988 members 
Mstep: Class 11 contains 9970 members 
Mstep: Class 12 contains 44478 members 
Mstep: Class 13 contains 1771 members 
Mstep: Class 14 contains 10628 members 
Mstep: Class 15 contains 7451 members 
Mstep: Class 16 contains 216461 members 
Mstep: Class 17 contains 1271 members 
Mstep: Class 18 contains 2845 members 
Mstep: Class 19 contains 1170 members 
Mstep: Class 20 contains 10482 members 
Mstep: Class 21 contains 27399 members 
Mstep: Class 22 contains 201085 members 
Mstep: Class 23 contains 9513 members 
Mstep: Class 24 contains 14229 members 
Mstep: Class 25 contains 4889 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 6576 members 
Mstep: Class 28 contains 8583 members 
Mstep: Class 29 contains 3454 members 
Mstep: Class 30 contains 2921 members 
Mstep: Class 31 contains 4278 members 
Mstep: Class 32 contains 53677 members 
Mstep: Class 33 contains 1401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155594752.000000 Penalty: 115584.085938
Iteration 93Q: 34 clusters Score -1.555948e+08 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 25530 members 
Mstep: Class 2 contains 46807 members 
Mstep: Class 3 contains 6531 members 
Mstep: Class 4 contains 1709 members 
Mstep: Class 5 contains 245331 members 
Mstep: Class 6 contains 1257 members 
Mstep: Class 7 contains 5630 members 
Mstep: Class 8 contains 217939 members 
Mstep: Class 9 contains 95492 members 
Mstep: Class 10 contains 68014 members 
Mstep: Class 11 contains 9966 members 
Mstep: Class 12 contains 44472 members 
Mstep: Class 13 contains 1773 members 
Mstep: Class 14 contains 10621 members 
Mstep: Class 15 contains 7402 members 
Mstep: Class 16 contains 216478 members 
Mstep: Class 17 contains 1271 members 
Mstep: Class 18 contains 2922 members 
Mstep: Class 19 contains 1170 members 
Mstep: Class 20 contains 10491 members 
Mstep: Class 21 contains 27407 members 
Mstep: Class 22 contains 201247 members 
Mstep: Class 23 contains 9514 members 
Mstep: Class 24 contains 14415 members 
Mstep: Class 25 contains 5014 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 6582 members 
Mstep: Class 28 contains 8614 members 
Mstep: Class 29 contains 3474 members 
Mstep: Class 30 contains 2930 members 
Mstep: Class 31 contains 4301 members 
Mstep: Class 32 contains 53419 members 
Mstep: Class 33 contains 1392 members 
Entering Unmasked Estep 
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Score: -155594832.000000 Penalty: 115584.085938
Iteration 94Q: 34 clusters Score -1.555948e+08 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 25512 members 
Mstep: Class 2 contains 46915 members 
Mstep: Class 3 contains 6254 members 
Mstep: Class 4 contains 1709 members 
Mstep: Class 5 contains 245330 members 
Mstep: Class 6 contains 1259 members 
Mstep: Class 7 contains 5639 members 
Mstep: Class 8 contains 217787 members 
Mstep: Class 9 contains 95502 members 
Mstep: Class 10 contains 68020 members 
Mstep: Class 11 contains 9964 members 
Mstep: Class 12 contains 44468 members 
Mstep: Class 13 contains 1768 members 
Mstep: Class 14 contains 10617 members 
Mstep: Class 15 contains 7351 members 
Mstep: Class 16 contains 216492 members 
Mstep: Class 17 contains 1271 members 
Mstep: Class 18 contains 3003 members 
Mstep: Class 19 contains 1170 members 
Mstep: Class 20 contains 10491 members 
Mstep: Class 21 contains 27400 members 
Mstep: Class 22 contains 201412 members 
Mstep: Class 23 contains 9511 members 
Mstep: Class 24 contains 14564 members 
Mstep: Class 25 contains 5138 members 
Mstep: Class 26 contains 1124 members 
Mstep: Class 27 contains 6579 members 
Mstep: Class 28 contains 8637 members 
Mstep: Class 29 contains 3487 members 
Mstep: Class 30 contains 2937 members 
Mstep: Class 31 contains 4330 members 
Mstep: Class 32 contains 53214 members 
Mstep: Class 33 contains 1385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155594864.000000 Penalty: 115584.085938
Iteration 95Q: 34 clusters Score -1.555949e+08 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 25494 members 
Mstep: Class 2 contains 47029 members 
Mstep: Class 3 contains 5977 members 
Mstep: Class 4 contains 1709 members 
Mstep: Class 5 contains 245320 members 
Mstep: Class 6 contains 1259 members 
Mstep: Class 7 contains 5647 members 
Mstep: Class 8 contains 217672 members 
Mstep: Class 9 contains 95513 members 
Mstep: Class 10 contains 68049 members 
Mstep: Class 11 contains 9961 members 
Mstep: Class 12 contains 44464 members 
Mstep: Class 13 contains 1759 members 
Mstep: Class 14 contains 10614 members 
Mstep: Class 15 contains 7307 members 
Mstep: Class 16 contains 216507 members 
Mstep: Class 17 contains 1271 members 
Mstep: Class 18 contains 3078 members 
Mstep: Class 19 contains 1170 members 
Mstep: Class 20 contains 10494 members 
Mstep: Class 21 contains 27396 members 
Mstep: Class 22 contains 201576 members 
Mstep: Class 23 contains 9514 members 
Mstep: Class 24 contains 14682 members 
Mstep: Class 25 contains 5262 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 6579 members 
Mstep: Class 28 contains 8661 members 
Mstep: Class 29 contains 3502 members 
Mstep: Class 30 contains 2937 members 
Mstep: Class 31 contains 4358 members 
Mstep: Class 32 contains 52973 members 
Mstep: Class 33 contains 1381 members 
Entering Unmasked Estep 
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Iteration 96Q: 34 clusters Score -1.555947e+08 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 25477 members 
Mstep: Class 2 contains 47167 members 
Mstep: Class 3 contains 5691 members 
Mstep: Class 4 contains 1709 members 
Mstep: Class 5 contains 245310 members 
Mstep: Class 6 contains 1259 members 
Mstep: Class 7 contains 5652 members 
Mstep: Class 8 contains 217548 members 
Mstep: Class 9 contains 95528 members 
Mstep: Class 10 contains 68101 members 
Mstep: Class 11 contains 9955 members 
Mstep: Class 12 contains 44461 members 
Mstep: Class 13 contains 1742 members 
Mstep: Class 14 contains 10610 members 
Mstep: Class 15 contains 7275 members 
Mstep: Class 16 contains 216521 members 
Mstep: Class 17 contains 1271 members 
Mstep: Class 18 contains 3123 members 
Mstep: Class 19 contains 1170 members 
Mstep: Class 20 contains 10494 members 
Mstep: Class 21 contains 27401 members 
Mstep: Class 22 contains 201720 members 
Mstep: Class 23 contains 9519 members 
Mstep: Class 24 contains 14795 members 
Mstep: Class 25 contains 5394 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 6581 members 
Mstep: Class 28 contains 8678 members 
Mstep: Class 29 contains 3516 members 
Mstep: Class 30 contains 2942 members 
Mstep: Class 31 contains 4378 members 
Mstep: Class 32 contains 52754 members 
Mstep: Class 33 contains 1372 members 
Entering Unmasked Estep 
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Iteration 97Q: 34 clusters Score -1.555945e+08 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 25453 members 
Mstep: Class 2 contains 47274 members 
Mstep: Class 3 contains 5421 members 
Mstep: Class 4 contains 1710 members 
Mstep: Class 5 contains 245316 members 
Mstep: Class 6 contains 1259 members 
Mstep: Class 7 contains 5669 members 
Mstep: Class 8 contains 217427 members 
Mstep: Class 9 contains 95542 members 
Mstep: Class 10 contains 68175 members 
Mstep: Class 11 contains 9955 members 
Mstep: Class 12 contains 44456 members 
Mstep: Class 13 contains 1729 members 
Mstep: Class 14 contains 10609 members 
Mstep: Class 15 contains 7249 members 
Mstep: Class 16 contains 216519 members 
Mstep: Class 17 contains 1271 members 
Mstep: Class 18 contains 3162 members 
Mstep: Class 19 contains 1170 members 
Mstep: Class 20 contains 10500 members 
Mstep: Class 21 contains 27402 members 
Mstep: Class 22 contains 201837 members 
Mstep: Class 23 contains 9517 members 
Mstep: Class 24 contains 14889 members 
Mstep: Class 25 contains 5525 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 6582 members 
Mstep: Class 28 contains 8701 members 
Mstep: Class 29 contains 3521 members 
Mstep: Class 30 contains 2942 members 
Mstep: Class 31 contains 4402 members 
Mstep: Class 32 contains 52560 members 
Mstep: Class 33 contains 1370 members 
Entering Unmasked Estep 
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Iteration 98Q: 34 clusters Score -1.555946e+08 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 25429 members 
Mstep: Class 2 contains 47397 members 
Mstep: Class 3 contains 5131 members 
Mstep: Class 4 contains 1711 members 
Mstep: Class 5 contains 245323 members 
Mstep: Class 6 contains 1259 members 
Mstep: Class 7 contains 5676 members 
Mstep: Class 8 contains 217310 members 
Mstep: Class 9 contains 95561 members 
Mstep: Class 10 contains 68242 members 
Mstep: Class 11 contains 9953 members 
Mstep: Class 12 contains 44457 members 
Mstep: Class 13 contains 1716 members 
Mstep: Class 14 contains 10608 members 
Mstep: Class 15 contains 7225 members 
Mstep: Class 16 contains 216517 members 
Mstep: Class 17 contains 1271 members 
Mstep: Class 18 contains 3187 members 
Mstep: Class 19 contains 1170 members 
Mstep: Class 20 contains 10501 members 
Mstep: Class 21 contains 27403 members 
Mstep: Class 22 contains 201962 members 
Mstep: Class 23 contains 9515 members 
Mstep: Class 24 contains 14975 members 
Mstep: Class 25 contains 5673 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 6583 members 
Mstep: Class 28 contains 8721 members 
Mstep: Class 29 contains 3525 members 
Mstep: Class 30 contains 2936 members 
Mstep: Class 31 contains 4423 members 
Mstep: Class 32 contains 52387 members 
Mstep: Class 33 contains 1367 members 
Entering Unmasked Estep 
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Iteration 99Q: 34 clusters Score -1.555949e+08 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 25403 members 
Mstep: Class 2 contains 47517 members 
Mstep: Class 3 contains 4832 members 
Mstep: Class 4 contains 1711 members 
Mstep: Class 5 contains 245335 members 
Mstep: Class 6 contains 1258 members 
Mstep: Class 7 contains 5682 members 
Mstep: Class 8 contains 217202 members 
Mstep: Class 9 contains 95576 members 
Mstep: Class 10 contains 68290 members 
Mstep: Class 11 contains 9959 members 
Mstep: Class 12 contains 44458 members 
Mstep: Class 13 contains 1701 members 
Mstep: Class 14 contains 10608 members 
Mstep: Class 15 contains 7210 members 
Mstep: Class 16 contains 216516 members 
Mstep: Class 17 contains 1271 members 
Mstep: Class 18 contains 3201 members 
Mstep: Class 19 contains 1170 members 
Mstep: Class 20 contains 10505 members 
Mstep: Class 21 contains 27403 members 
Mstep: Class 22 contains 202087 members 
Mstep: Class 23 contains 9511 members 
Mstep: Class 24 contains 15054 members 
Mstep: Class 25 contains 5816 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 6587 members 
Mstep: Class 28 contains 8741 members 
Mstep: Class 29 contains 3526 members 
Mstep: Class 30 contains 2941 members 
Mstep: Class 31 contains 4453 members 
Mstep: Class 32 contains 52226 members 
Mstep: Class 33 contains 1364 members 
Entering Unmasked Estep 
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Iteration 100F: 34 clusters Score -1.555948e+08 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 25393 members 
Mstep: Class 2 contains 47643 members 
Mstep: Class 3 contains 4524 members 
Mstep: Class 4 contains 1711 members 
Mstep: Class 5 contains 245352 members 
Mstep: Class 6 contains 1260 members 
Mstep: Class 7 contains 5692 members 
Mstep: Class 8 contains 217115 members 
Mstep: Class 9 contains 95585 members 
Mstep: Class 10 contains 68344 members 
Mstep: Class 11 contains 9957 members 
Mstep: Class 12 contains 44459 members 
Mstep: Class 13 contains 1692 members 
Mstep: Class 14 contains 10608 members 
Mstep: Class 15 contains 7191 members 
Mstep: Class 16 contains 216517 members 
Mstep: Class 17 contains 1271 members 
Mstep: Class 18 contains 3225 members 
Mstep: Class 19 contains 1170 members 
Mstep: Class 20 contains 10506 members 
Mstep: Class 21 contains 27396 members 
Mstep: Class 22 contains 202196 members 
Mstep: Class 23 contains 9512 members 
Mstep: Class 24 contains 15122 members 
Mstep: Class 25 contains 5963 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 6586 members 
Mstep: Class 28 contains 8763 members 
Mstep: Class 29 contains 3526 members 
Mstep: Class 30 contains 2944 members 
Mstep: Class 31 contains 4474 members 
Mstep: Class 32 contains 52057 members 
Mstep: Class 33 contains 1361 members 
Entering Unmasked Estep 
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Iteration 101Q: 34 clusters Score -1.555949e+08 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 25384 members 
Mstep: Class 2 contains 47714 members 
Mstep: Class 3 contains 4259 members 
Mstep: Class 4 contains 1711 members 
Mstep: Class 5 contains 245374 members 
Mstep: Class 6 contains 1260 members 
Mstep: Class 7 contains 5694 members 
Mstep: Class 8 contains 217028 members 
Mstep: Class 9 contains 95596 members 
Mstep: Class 10 contains 68374 members 
Mstep: Class 11 contains 9955 members 
Mstep: Class 12 contains 44459 members 
Mstep: Class 13 contains 1677 members 
Mstep: Class 14 contains 10608 members 
Mstep: Class 15 contains 7168 members 
Mstep: Class 16 contains 216523 members 
Mstep: Class 17 contains 1271 members 
Mstep: Class 18 contains 3255 members 
Mstep: Class 19 contains 1170 members 
Mstep: Class 20 contains 10508 members 
Mstep: Class 21 contains 27395 members 
Mstep: Class 22 contains 202304 members 
Mstep: Class 23 contains 9511 members 
Mstep: Class 24 contains 15189 members 
Mstep: Class 25 contains 6123 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 6589 members 
Mstep: Class 28 contains 8786 members 
Mstep: Class 29 contains 3526 members 
Mstep: Class 30 contains 2950 members 
Mstep: Class 31 contains 4492 members 
Mstep: Class 32 contains 51899 members 
Mstep: Class 33 contains 1363 members 
Entering Unmasked Estep 
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Iteration 102Q: 34 clusters Score -1.555949e+08 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 25378 members 
Mstep: Class 2 contains 47760 members 
Mstep: Class 3 contains 4010 members 
Mstep: Class 4 contains 1711 members 
Mstep: Class 5 contains 245363 members 
Mstep: Class 6 contains 1261 members 
Mstep: Class 7 contains 5697 members 
Mstep: Class 8 contains 216973 members 
Mstep: Class 9 contains 95605 members 
Mstep: Class 10 contains 68389 members 
Mstep: Class 11 contains 9958 members 
Mstep: Class 12 contains 44459 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 10608 members 
Mstep: Class 15 contains 7151 members 
Mstep: Class 16 contains 216528 members 
Mstep: Class 17 contains 1271 members 
Mstep: Class 18 contains 3281 members 
Mstep: Class 19 contains 1170 members 
Mstep: Class 20 contains 10511 members 
Mstep: Class 21 contains 27393 members 
Mstep: Class 22 contains 202404 members 
Mstep: Class 23 contains 9511 members 
Mstep: Class 24 contains 15248 members 
Mstep: Class 25 contains 6292 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 6587 members 
Mstep: Class 28 contains 8809 members 
Mstep: Class 29 contains 3527 members 
Mstep: Class 30 contains 2963 members 
Mstep: Class 31 contains 4508 members 
Mstep: Class 32 contains 51768 members 
Mstep: Class 33 contains 1358 members 
Entering Unmasked Estep 
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Iteration 103Q: 34 clusters Score -1.55595e+08 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 25369 members 
Mstep: Class 2 contains 47776 members 
Mstep: Class 3 contains 3797 members 
Mstep: Class 4 contains 1711 members 
Mstep: Class 5 contains 245354 members 
Mstep: Class 6 contains 1261 members 
Mstep: Class 7 contains 5700 members 
Mstep: Class 8 contains 216925 members 
Mstep: Class 9 contains 95613 members 
Mstep: Class 10 contains 68404 members 
Mstep: Class 11 contains 9959 members 
Mstep: Class 12 contains 44459 members 
Mstep: Class 13 contains 1648 members 
Mstep: Class 14 contains 10608 members 
Mstep: Class 15 contains 7140 members 
Mstep: Class 16 contains 216531 members 
Mstep: Class 17 contains 1271 members 
Mstep: Class 18 contains 3310 members 
Mstep: Class 19 contains 1170 members 
Mstep: Class 20 contains 10514 members 
Mstep: Class 21 contains 27392 members 
Mstep: Class 22 contains 202486 members 
Mstep: Class 23 contains 9515 members 
Mstep: Class 24 contains 15283 members 
Mstep: Class 25 contains 6456 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 6587 members 
Mstep: Class 28 contains 8827 members 
Mstep: Class 29 contains 3526 members 
Mstep: Class 30 contains 2979 members 
Mstep: Class 31 contains 4529 members 
Mstep: Class 32 contains 51664 members 
Mstep: Class 33 contains 1351 members 
Entering Unmasked Estep 
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Iteration 104Q: 34 clusters Score -1.555952e+08 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 25357 members 
Mstep: Class 2 contains 47817 members 
Mstep: Class 3 contains 3599 members 
Mstep: Class 4 contains 1711 members 
Mstep: Class 5 contains 245324 members 
Mstep: Class 6 contains 1263 members 
Mstep: Class 7 contains 5704 members 
Mstep: Class 8 contains 216871 members 
Mstep: Class 9 contains 95614 members 
Mstep: Class 10 contains 68449 members 
Mstep: Class 11 contains 9965 members 
Mstep: Class 12 contains 44460 members 
Mstep: Class 13 contains 1637 members 
Mstep: Class 14 contains 10608 members 
Mstep: Class 15 contains 7144 members 
Mstep: Class 16 contains 216532 members 
Mstep: Class 17 contains 1271 members 
Mstep: Class 18 contains 3328 members 
Mstep: Class 19 contains 1170 members 
Mstep: Class 20 contains 10514 members 
Mstep: Class 21 contains 27391 members 
Mstep: Class 22 contains 202560 members 
Mstep: Class 23 contains 9513 members 
Mstep: Class 24 contains 15315 members 
Mstep: Class 25 contains 6596 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 6586 members 
Mstep: Class 28 contains 8836 members 
Mstep: Class 29 contains 3527 members 
Mstep: Class 30 contains 2986 members 
Mstep: Class 31 contains 4542 members 
Mstep: Class 32 contains 51576 members 
Mstep: Class 33 contains 1349 members 
Entering Unmasked Estep 
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Iteration 105Q: 34 clusters Score -1.555955e+08 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 25346 members 
Mstep: Class 2 contains 47764 members 
Mstep: Class 3 contains 3463 members 
Mstep: Class 4 contains 1711 members 
Mstep: Class 5 contains 245308 members 
Mstep: Class 6 contains 1265 members 
Mstep: Class 7 contains 5706 members 
Mstep: Class 8 contains 216814 members 
Mstep: Class 9 contains 95620 members 
Mstep: Class 10 contains 68498 members 
Mstep: Class 11 contains 9969 members 
Mstep: Class 12 contains 44459 members 
Mstep: Class 13 contains 1623 members 
Mstep: Class 14 contains 10608 members 
Mstep: Class 15 contains 7134 members 
Mstep: Class 16 contains 216529 members 
Mstep: Class 17 contains 1271 members 
Mstep: Class 18 contains 3348 members 
Mstep: Class 19 contains 1170 members 
Mstep: Class 20 contains 10514 members 
Mstep: Class 21 contains 27393 members 
Mstep: Class 22 contains 202634 members 
Mstep: Class 23 contains 9511 members 
Mstep: Class 24 contains 15339 members 
Mstep: Class 25 contains 6762 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 6584 members 
Mstep: Class 28 contains 8851 members 
Mstep: Class 29 contains 3527 members 
Mstep: Class 30 contains 2991 members 
Mstep: Class 31 contains 4560 members 
Mstep: Class 32 contains 51496 members 
Mstep: Class 33 contains 1347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155595504.000000 Penalty: 115584.085938
Iteration 106Q: 34 clusters Score -1.555955e+08 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 25332 members 
Mstep: Class 2 contains 47681 members 
Mstep: Class 3 contains 3384 members 
Mstep: Class 4 contains 1711 members 
Mstep: Class 5 contains 245294 members 
Mstep: Class 6 contains 1266 members 
Mstep: Class 7 contains 5708 members 
Mstep: Class 8 contains 216772 members 
Mstep: Class 9 contains 95623 members 
Mstep: Class 10 contains 68531 members 
Mstep: Class 11 contains 9969 members 
Mstep: Class 12 contains 44459 members 
Mstep: Class 13 contains 1610 members 
Mstep: Class 14 contains 10608 members 
Mstep: Class 15 contains 7127 members 
Mstep: Class 16 contains 216530 members 
Mstep: Class 17 contains 1271 members 
Mstep: Class 18 contains 3358 members 
Mstep: Class 19 contains 1170 members 
Mstep: Class 20 contains 10514 members 
Mstep: Class 21 contains 27394 members 
Mstep: Class 22 contains 202694 members 
Mstep: Class 23 contains 9514 members 
Mstep: Class 24 contains 15363 members 
Mstep: Class 25 contains 6917 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 6585 members 
Mstep: Class 28 contains 8864 members 
Mstep: Class 29 contains 3527 members 
Mstep: Class 30 contains 2991 members 
Mstep: Class 31 contains 4572 members 
Mstep: Class 32 contains 51434 members 
Mstep: Class 33 contains 1342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155595936.000000 Penalty: 115584.085938
Iteration 107Q: 34 clusters Score -1.555959e+08 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 25318 members 
Mstep: Class 2 contains 47580 members 
Mstep: Class 3 contains 3338 members 
Mstep: Class 4 contains 1711 members 
Mstep: Class 5 contains 245280 members 
Mstep: Class 6 contains 1269 members 
Mstep: Class 7 contains 5709 members 
Mstep: Class 8 contains 216749 members 
Mstep: Class 9 contains 95626 members 
Mstep: Class 10 contains 68561 members 
Mstep: Class 11 contains 9966 members 
Mstep: Class 12 contains 44460 members 
Mstep: Class 13 contains 1592 members 
Mstep: Class 14 contains 10608 members 
Mstep: Class 15 contains 7123 members 
Mstep: Class 16 contains 216533 members 
Mstep: Class 17 contains 1271 members 
Mstep: Class 18 contains 3371 members 
Mstep: Class 19 contains 1170 members 
Mstep: Class 20 contains 10514 members 
Mstep: Class 21 contains 27391 members 
Mstep: Class 22 contains 202746 members 
Mstep: Class 23 contains 9518 members 
Mstep: Class 24 contains 15385 members 
Mstep: Class 25 contains 7048 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 6589 members 
Mstep: Class 28 contains 8878 members 
Mstep: Class 29 contains 3526 members 
Mstep: Class 30 contains 2997 members 
Mstep: Class 31 contains 4588 members 
Mstep: Class 32 contains 51362 members 
Mstep: Class 33 contains 1338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155595888.000000 Penalty: 115584.085938
Iteration 108Q: 34 clusters Score -1.555959e+08 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 25307 members 
Mstep: Class 2 contains 47457 members 
Mstep: Class 3 contains 3326 members 
Mstep: Class 4 contains 1713 members 
Mstep: Class 5 contains 245285 members 
Mstep: Class 6 contains 1270 members 
Mstep: Class 7 contains 5712 members 
Mstep: Class 8 contains 216716 members 
Mstep: Class 9 contains 95629 members 
Mstep: Class 10 contains 68578 members 
Mstep: Class 11 contains 9968 members 
Mstep: Class 12 contains 44461 members 
Mstep: Class 13 contains 1578 members 
Mstep: Class 14 contains 10607 members 
Mstep: Class 15 contains 7127 members 
Mstep: Class 16 contains 216535 members 
Mstep: Class 17 contains 1271 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 1170 members 
Mstep: Class 20 contains 10513 members 
Mstep: Class 21 contains 27385 members 
Mstep: Class 22 contains 202792 members 
Mstep: Class 23 contains 9518 members 
Mstep: Class 24 contains 15417 members 
Mstep: Class 25 contains 7166 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 6591 members 
Mstep: Class 28 contains 8892 members 
Mstep: Class 29 contains 3526 members 
Mstep: Class 30 contains 2995 members 
Mstep: Class 31 contains 4607 members 
Mstep: Class 32 contains 51289 members 
Mstep: Class 33 contains 1337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155596096.000000 Penalty: 115584.085938
Iteration 109Q: 34 clusters Score -1.555961e+08 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 25296 members 
Mstep: Class 2 contains 47327 members 
Mstep: Class 3 contains 3324 members 
Mstep: Class 4 contains 1713 members 
Mstep: Class 5 contains 245278 members 
Mstep: Class 6 contains 1271 members 
Mstep: Class 7 contains 5717 members 
Mstep: Class 8 contains 216697 members 
Mstep: Class 9 contains 95634 members 
Mstep: Class 10 contains 68580 members 
Mstep: Class 11 contains 9971 members 
Mstep: Class 12 contains 44462 members 
Mstep: Class 13 contains 1549 members 
Mstep: Class 14 contains 10606 members 
Mstep: Class 15 contains 7137 members 
Mstep: Class 16 contains 216536 members 
Mstep: Class 17 contains 1271 members 
Mstep: Class 18 contains 3388 members 
Mstep: Class 19 contains 1170 members 
Mstep: Class 20 contains 10514 members 
Mstep: Class 21 contains 27382 members 
Mstep: Class 22 contains 202828 members 
Mstep: Class 23 contains 9518 members 
Mstep: Class 24 contains 15440 members 
Mstep: Class 25 contains 7279 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 6589 members 
Mstep: Class 28 contains 8910 members 
Mstep: Class 29 contains 3526 members 
Mstep: Class 30 contains 3002 members 
Mstep: Class 31 contains 4628 members 
Mstep: Class 32 contains 51236 members 
Mstep: Class 33 contains 1336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155596096.000000 Penalty: 115584.085938
Iteration 110Q: 34 clusters Score -1.555961e+08 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 25288 members 
Mstep: Class 2 contains 47214 members 
Mstep: Class 3 contains 3323 members 
Mstep: Class 4 contains 1713 members 
Mstep: Class 5 contains 245272 members 
Mstep: Class 6 contains 1272 members 
Mstep: Class 7 contains 5722 members 
Mstep: Class 8 contains 216675 members 
Mstep: Class 9 contains 95636 members 
Mstep: Class 10 contains 68587 members 
Mstep: Class 11 contains 9971 members 
Mstep: Class 12 contains 44462 members 
Mstep: Class 13 contains 1527 members 
Mstep: Class 14 contains 10606 members 
Mstep: Class 15 contains 7150 members 
Mstep: Class 16 contains 216533 members 
Mstep: Class 17 contains 1271 members 
Mstep: Class 18 contains 3393 members 
Mstep: Class 19 contains 1170 members 
Mstep: Class 20 contains 10521 members 
Mstep: Class 21 contains 27380 members 
Mstep: Class 22 contains 202870 members 
Mstep: Class 23 contains 9517 members 
Mstep: Class 24 contains 15452 members 
Mstep: Class 25 contains 7385 members 
Mstep: Class 26 contains 1127 members 
Mstep: Class 27 contains 6589 members 
Mstep: Class 28 contains 8933 members 
Mstep: Class 29 contains 3528 members 
Mstep: Class 30 contains 3001 members 
Mstep: Class 31 contains 4635 members 
Mstep: Class 32 contains 51183 members 
Mstep: Class 33 contains 1335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155596256.000000 Penalty: 115584.085938
Iteration 111Q: 34 clusters Score -1.555963e+08 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 25280 members 
Mstep: Class 2 contains 47117 members 
Mstep: Class 3 contains 3315 members 
Mstep: Class 4 contains 1714 members 
Mstep: Class 5 contains 245281 members 
Mstep: Class 6 contains 1272 members 
Mstep: Class 7 contains 5722 members 
Mstep: Class 8 contains 216646 members 
Mstep: Class 9 contains 95642 members 
Mstep: Class 10 contains 68603 members 
Mstep: Class 11 contains 9970 members 
Mstep: Class 12 contains 44462 members 
Mstep: Class 13 contains 1508 members 
Mstep: Class 14 contains 10606 members 
Mstep: Class 15 contains 7160 members 
Mstep: Class 16 contains 216529 members 
Mstep: Class 17 contains 1271 members 
Mstep: Class 18 contains 3395 members 
Mstep: Class 19 contains 1170 members 
Mstep: Class 20 contains 10523 members 
Mstep: Class 21 contains 27375 members 
Mstep: Class 22 contains 202917 members 
Mstep: Class 23 contains 9516 members 
Mstep: Class 24 contains 15473 members 
Mstep: Class 25 contains 7473 members 
Mstep: Class 26 contains 1127 members 
Mstep: Class 27 contains 6590 members 
Mstep: Class 28 contains 8964 members 
Mstep: Class 29 contains 3529 members 
Mstep: Class 30 contains 3003 members 
Mstep: Class 31 contains 4641 members 
Mstep: Class 32 contains 51115 members 
Mstep: Class 33 contains 1332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155596304.000000 Penalty: 115584.085938
Iteration 112Q: 34 clusters Score -1.555963e+08 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 25278 members 
Mstep: Class 2 contains 47026 members 
Mstep: Class 3 contains 3320 members 
Mstep: Class 4 contains 1720 members 
Mstep: Class 5 contains 245283 members 
Mstep: Class 6 contains 1274 members 
Mstep: Class 7 contains 5723 members 
Mstep: Class 8 contains 216618 members 
Mstep: Class 9 contains 95645 members 
Mstep: Class 10 contains 68621 members 
Mstep: Class 11 contains 9967 members 
Mstep: Class 12 contains 44463 members 
Mstep: Class 13 contains 1487 members 
Mstep: Class 14 contains 10605 members 
Mstep: Class 15 contains 7159 members 
Mstep: Class 16 contains 216530 members 
Mstep: Class 17 contains 1271 members 
Mstep: Class 18 contains 3396 members 
Mstep: Class 19 contains 1170 members 
Mstep: Class 20 contains 10527 members 
Mstep: Class 21 contains 27373 members 
Mstep: Class 22 contains 202956 members 
Mstep: Class 23 contains 9515 members 
Mstep: Class 24 contains 15488 members 
Mstep: Class 25 contains 7544 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 6588 members 
Mstep: Class 28 contains 8985 members 
Mstep: Class 29 contains 3530 members 
Mstep: Class 30 contains 3008 members 
Mstep: Class 31 contains 4649 members 
Mstep: Class 32 contains 51064 members 
Mstep: Class 33 contains 1332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155596256.000000 Penalty: 115584.085938
Iteration 113Q: 34 clusters Score -1.555963e+08 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 25273 members 
Mstep: Class 2 contains 46939 members 
Mstep: Class 3 contains 3318 members 
Mstep: Class 4 contains 1720 members 
Mstep: Class 5 contains 245279 members 
Mstep: Class 6 contains 1276 members 
Mstep: Class 7 contains 5722 members 
Mstep: Class 8 contains 216597 members 
Mstep: Class 9 contains 95653 members 
Mstep: Class 10 contains 68646 members 
Mstep: Class 11 contains 9965 members 
Mstep: Class 12 contains 44463 members 
Mstep: Class 13 contains 1476 members 
Mstep: Class 14 contains 10605 members 
Mstep: Class 15 contains 7158 members 
Mstep: Class 16 contains 216531 members 
Mstep: Class 17 contains 1271 members 
Mstep: Class 18 contains 3397 members 
Mstep: Class 19 contains 1170 members 
Mstep: Class 20 contains 10526 members 
Mstep: Class 21 contains 27374 members 
Mstep: Class 22 contains 203000 members 
Mstep: Class 23 contains 9515 members 
Mstep: Class 24 contains 15498 members 
Mstep: Class 25 contains 7615 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 6589 members 
Mstep: Class 28 contains 9005 members 
Mstep: Class 29 contains 3530 members 
Mstep: Class 30 contains 3009 members 
Mstep: Class 31 contains 4655 members 
Mstep: Class 32 contains 51008 members 
Mstep: Class 33 contains 1332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155596352.000000 Penalty: 115584.085938
Iteration 114Q: 34 clusters Score -1.555964e+08 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 25268 members 
Mstep: Class 2 contains 46861 members 
Mstep: Class 3 contains 3318 members 
Mstep: Class 4 contains 1722 members 
Mstep: Class 5 contains 245288 members 
Mstep: Class 6 contains 1275 members 
Mstep: Class 7 contains 5722 members 
Mstep: Class 8 contains 216583 members 
Mstep: Class 9 contains 95655 members 
Mstep: Class 10 contains 68659 members 
Mstep: Class 11 contains 9962 members 
Mstep: Class 12 contains 44464 members 
Mstep: Class 13 contains 1463 members 
Mstep: Class 14 contains 10605 members 
Mstep: Class 15 contains 7155 members 
Mstep: Class 16 contains 216535 members 
Mstep: Class 17 contains 1271 members 
Mstep: Class 18 contains 3396 members 
Mstep: Class 19 contains 1170 members 
Mstep: Class 20 contains 10526 members 
Mstep: Class 21 contains 27373 members 
Mstep: Class 22 contains 203037 members 
Mstep: Class 23 contains 9515 members 
Mstep: Class 24 contains 15501 members 
Mstep: Class 25 contains 7680 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 6587 members 
Mstep: Class 28 contains 9028 members 
Mstep: Class 29 contains 3530 members 
Mstep: Class 30 contains 3009 members 
Mstep: Class 31 contains 4659 members 
Mstep: Class 32 contains 50966 members 
Mstep: Class 33 contains 1332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155596272.000000 Penalty: 115584.085938
Iteration 115Q: 34 clusters Score -1.555963e+08 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 25264 members 
Mstep: Class 2 contains 46808 members 
Mstep: Class 3 contains 3319 members 
Mstep: Class 4 contains 1721 members 
Mstep: Class 5 contains 245292 members 
Mstep: Class 6 contains 1276 members 
Mstep: Class 7 contains 5724 members 
Mstep: Class 8 contains 216562 members 
Mstep: Class 9 contains 95661 members 
Mstep: Class 10 contains 68679 members 
Mstep: Class 11 contains 9965 members 
Mstep: Class 12 contains 44465 members 
Mstep: Class 13 contains 1453 members 
Mstep: Class 14 contains 10605 members 
Mstep: Class 15 contains 7152 members 
Mstep: Class 16 contains 216538 members 
Mstep: Class 17 contains 1271 members 
Mstep: Class 18 contains 3396 members 
Mstep: Class 19 contains 1170 members 
Mstep: Class 20 contains 10526 members 
Mstep: Class 21 contains 27369 members 
Mstep: Class 22 contains 203069 members 
Mstep: Class 23 contains 9513 members 
Mstep: Class 24 contains 15509 members 
Mstep: Class 25 contains 7720 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 6589 members 
Mstep: Class 28 contains 9041 members 
Mstep: Class 29 contains 3531 members 
Mstep: Class 30 contains 3013 members 
Mstep: Class 31 contains 4664 members 
Mstep: Class 32 contains 50920 members 
Mstep: Class 33 contains 1331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155596208.000000 Penalty: 115584.085938
Iteration 116Q: 34 clusters Score -1.555962e+08 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 25261 members 
Mstep: Class 2 contains 46764 members 
Mstep: Class 3 contains 3317 members 
Mstep: Class 4 contains 1723 members 
Mstep: Class 5 contains 245301 members 
Mstep: Class 6 contains 1277 members 
Mstep: Class 7 contains 5723 members 
Mstep: Class 8 contains 216550 members 
Mstep: Class 9 contains 95663 members 
Mstep: Class 10 contains 68693 members 
Mstep: Class 11 contains 9963 members 
Mstep: Class 12 contains 44465 members 
Mstep: Class 13 contains 1445 members 
Mstep: Class 14 contains 10605 members 
Mstep: Class 15 contains 7148 members 
Mstep: Class 16 contains 216540 members 
Mstep: Class 17 contains 1271 members 
Mstep: Class 18 contains 3397 members 
Mstep: Class 19 contains 1170 members 
Mstep: Class 20 contains 10526 members 
Mstep: Class 21 contains 27368 members 
Mstep: Class 22 contains 203102 members 
Mstep: Class 23 contains 9514 members 
Mstep: Class 24 contains 15513 members 
Mstep: Class 25 contains 7740 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 6590 members 
Mstep: Class 28 contains 9056 members 
Mstep: Class 29 contains 3531 members 
Mstep: Class 30 contains 3017 members 
Mstep: Class 31 contains 4675 members 
Mstep: Class 32 contains 50874 members 
Mstep: Class 33 contains 1334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155596432.000000 Penalty: 115584.085938
Iteration 117Q: 34 clusters Score -1.555964e+08 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 25258 members 
Mstep: Class 2 contains 46720 members 
Mstep: Class 3 contains 3320 members 
Mstep: Class 4 contains 1724 members 
Mstep: Class 5 contains 245299 members 
Mstep: Class 6 contains 1278 members 
Mstep: Class 7 contains 5726 members 
Mstep: Class 8 contains 216539 members 
Mstep: Class 9 contains 95665 members 
Mstep: Class 10 contains 68712 members 
Mstep: Class 11 contains 9963 members 
Mstep: Class 12 contains 44464 members 
Mstep: Class 13 contains 1431 members 
Mstep: Class 14 contains 10605 members 
Mstep: Class 15 contains 7144 members 
Mstep: Class 16 contains 216541 members 
Mstep: Class 17 contains 1271 members 
Mstep: Class 18 contains 3397 members 
Mstep: Class 19 contains 1170 members 
Mstep: Class 20 contains 10526 members 
Mstep: Class 21 contains 27368 members 
Mstep: Class 22 contains 203127 members 
Mstep: Class 23 contains 9513 members 
Mstep: Class 24 contains 15520 members 
Mstep: Class 25 contains 7765 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 6591 members 
Mstep: Class 28 contains 9067 members 
Mstep: Class 29 contains 3531 members 
Mstep: Class 30 contains 3020 members 
Mstep: Class 31 contains 4691 members 
Mstep: Class 32 contains 50836 members 
Mstep: Class 33 contains 1334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155596352.000000 Penalty: 115584.085938
Iteration 118Q: 34 clusters Score -1.555964e+08 nChanged 192
Entering ConstructFrom: 
Score: -155596352.000000 Penalty: 115584.085938
Entering ConstructFrom: 
Trying to split cluster 1 (25253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25253 members 
Entering Unmasked Estep 
Score: -2944225.000000 Penalty: 2513.901855
	Iteration 0F: 2 clusters Score -2944225 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12811 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -2926623.250000 Penalty: 5027.803711
	Iteration 0F: 3 clusters Score -2926623 nChanged 11388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13881 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -2932727.000000 Penalty: 5027.803711
	Iteration 1F: 3 clusters Score -2932727 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14626 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -2933292.250000 Penalty: 5027.803711
	Iteration 2F: 3 clusters Score -2933292 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15657 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -2934020.500000 Penalty: 5027.803711
	Iteration 3F: 3 clusters Score -2934020 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16955 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -2934973.750000 Penalty: 5027.803711
	Iteration 4F: 3 clusters Score -2934974 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18559 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -2936379.500000 Penalty: 5027.803711
	Iteration 5F: 3 clusters Score -2936380 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20369 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -2938091.250000 Penalty: 5027.803711
	Iteration 6F: 3 clusters Score -2938091 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21963 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -2939702.500000 Penalty: 5027.803711
	Iteration 7F: 3 clusters Score -2939702 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23069 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -2940903.500000 Penalty: 5027.803711
	Iteration 8Q: 3 clusters Score -2940904 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23638 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -2941587.750000 Penalty: 5027.803711
	Iteration 9Q: 3 clusters Score -2941588 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23891 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -2942142.750000 Penalty: 5027.803711
	Iteration 10Q: 3 clusters Score -2942143 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23962 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -2942471.750000 Penalty: 5027.803711
	Iteration 11Q: 3 clusters Score -2942472 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23952 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -2942605.500000 Penalty: 5027.803711
	Iteration 12Q: 3 clusters Score -2942606 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23922 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -2942683.500000 Penalty: 5027.803711
	Iteration 13Q: 3 clusters Score -2942684 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23898 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -2942720.250000 Penalty: 5027.803711
	Iteration 14Q: 3 clusters Score -2942720 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23879 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -2942733.750000 Penalty: 5027.803711
	Iteration 15Q: 3 clusters Score -2942734 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23861 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -2942742.500000 Penalty: 5027.803711
	Iteration 16Q: 3 clusters Score -2942742 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23851 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -2942751.750000 Penalty: 5027.803711
	Iteration 17Q: 3 clusters Score -2942752 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23841 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -2942755.750000 Penalty: 5027.803711
	Iteration 18Q: 3 clusters Score -2942756 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23836 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -2942757.000000 Penalty: 5027.803711
	Iteration 19Q: 3 clusters Score -2942757 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23832 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -2942764.000000 Penalty: 5027.803711
	Iteration 20F: 3 clusters Score -2942764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23830 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -2942765.500000 Penalty: 5027.803711
	Iteration 21Q: 3 clusters Score -2942766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23827 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -2942766.500000 Penalty: 5027.803711
	Iteration 22Q: 3 clusters Score -2942766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23826 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -2942770.750000 Penalty: 5027.803711
	Iteration 23Q: 3 clusters Score -2942771 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23826 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -2942770.750000 Penalty: 5027.803711
	Iteration 24F: 3 clusters Score -2942771 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (46675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46675 members 
Entering Unmasked Estep 
Score: -5307796.500000 Penalty: 2666.239014
	Iteration 0F: 2 clusters Score -5307796 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23303 members 
Mstep: Class 2 contains 23372 members 
Entering Unmasked Estep 
Score: -5276276.500000 Penalty: 5332.478027
	Iteration 0F: 3 clusters Score -5276276 nChanged 21648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23427 members 
Mstep: Class 2 contains 23248 members 
Entering Unmasked Estep 
Score: -5288225.000000 Penalty: 5332.478027
	Iteration 1F: 3 clusters Score -5288225 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23591 members 
Mstep: Class 2 contains 23084 members 
Entering Unmasked Estep 
Score: -5288927.000000 Penalty: 5332.478027
	Iteration 2Q: 3 clusters Score -5288927 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23923 members 
Mstep: Class 2 contains 22752 members 
Entering Unmasked Estep 
Score: -5289861.500000 Penalty: 5332.478027
	Iteration 3Q: 3 clusters Score -5289862 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24378 members 
Mstep: Class 2 contains 22297 members 
Entering Unmasked Estep 
Score: -5291045.500000 Penalty: 5332.478027
	Iteration 4F: 3 clusters Score -5291046 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25205 members 
Mstep: Class 2 contains 21470 members 
Entering Unmasked Estep 
Score: -5292437.500000 Penalty: 5332.478027
	Iteration 5F: 3 clusters Score -5292438 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26391 members 
Mstep: Class 2 contains 20284 members 
Entering Unmasked Estep 
Score: -5294149.500000 Penalty: 5332.478027
	Iteration 6F: 3 clusters Score -5294150 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27892 members 
Mstep: Class 2 contains 18783 members 
Entering Unmasked Estep 
Score: -5295982.500000 Penalty: 5332.478027
	Iteration 7F: 3 clusters Score -5295982 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29565 members 
Mstep: Class 2 contains 17110 members 
Entering Unmasked Estep 
Score: -5297817.500000 Penalty: 5332.478027
	Iteration 8F: 3 clusters Score -5297818 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31212 members 
Mstep: Class 2 contains 15463 members 
Entering Unmasked Estep 
Score: -5299582.500000 Penalty: 5332.478027
	Iteration 9F: 3 clusters Score -5299582 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32735 members 
Mstep: Class 2 contains 13940 members 
Entering Unmasked Estep 
Score: -5301374.000000 Penalty: 5332.478027
	Iteration 10Q: 3 clusters Score -5301374 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34019 members 
Mstep: Class 2 contains 12656 members 
Entering Unmasked Estep 
Score: -5302949.500000 Penalty: 5332.478027
	Iteration 11Q: 3 clusters Score -5302950 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35031 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -5304040.500000 Penalty: 5332.478027
	Iteration 12Q: 3 clusters Score -5304040 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35821 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -5304695.500000 Penalty: 5332.478027
	Iteration 13Q: 3 clusters Score -5304696 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36491 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -5305077.500000 Penalty: 5332.478027
	Iteration 14Q: 3 clusters Score -5305078 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37070 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -5305355.500000 Penalty: 5332.478027
	Iteration 15Q: 3 clusters Score -5305356 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37609 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -5305568.000000 Penalty: 5332.478027
	Iteration 16Q: 3 clusters Score -5305568 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38076 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -5305798.000000 Penalty: 5332.478027
	Iteration 17Q: 3 clusters Score -5305798 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38521 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -5305969.500000 Penalty: 5332.478027
	Iteration 18Q: 3 clusters Score -5305970 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38908 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -5306118.000000 Penalty: 5332.478027
	Iteration 19Q: 3 clusters Score -5306118 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39257 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -5306268.000000 Penalty: 5332.478027
	Iteration 20F: 3 clusters Score -5306268 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39597 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -5306441.000000 Penalty: 5332.478027
	Iteration 21Q: 3 clusters Score -5306441 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39895 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -5306551.500000 Penalty: 5332.478027
	Iteration 22Q: 3 clusters Score -5306552 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40191 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -5306700.500000 Penalty: 5332.478027
	Iteration 23Q: 3 clusters Score -5306700 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40445 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -5306765.000000 Penalty: 5332.478027
	Iteration 24Q: 3 clusters Score -5306765 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40658 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -5306840.500000 Penalty: 5332.478027
	Iteration 25Q: 3 clusters Score -5306840 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40833 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -5306887.500000 Penalty: 5332.478027
	Iteration 26Q: 3 clusters Score -5306888 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41007 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -5306916.500000 Penalty: 5332.478027
	Iteration 27Q: 3 clusters Score -5306916 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41164 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -5306970.000000 Penalty: 5332.478027
	Iteration 28Q: 3 clusters Score -5306970 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41286 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -5307003.000000 Penalty: 5332.478027
	Iteration 29Q: 3 clusters Score -5307003 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41400 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -5307021.000000 Penalty: 5332.478027
	Iteration 30Q: 3 clusters Score -5307021 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41514 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -5307044.000000 Penalty: 5332.478027
	Iteration 31Q: 3 clusters Score -5307044 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41612 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -5307063.500000 Penalty: 5332.478027
	Iteration 32Q: 3 clusters Score -5307064 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41708 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -5307082.500000 Penalty: 5332.478027
	Iteration 33Q: 3 clusters Score -5307082 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41786 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -5307099.000000 Penalty: 5332.478027
	Iteration 34Q: 3 clusters Score -5307099 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41843 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -5307102.500000 Penalty: 5332.478027
	Iteration 35Q: 3 clusters Score -5307102 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41893 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -5307109.500000 Penalty: 5332.478027
	Iteration 36Q: 3 clusters Score -5307110 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41943 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -5307107.000000 Penalty: 5332.478027
	Iteration 37Q: 3 clusters Score -5307107 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41980 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -5307121.500000 Penalty: 5332.478027
	Iteration 38Q: 3 clusters Score -5307122 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42023 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -5307133.000000 Penalty: 5332.478027
	Iteration 39Q: 3 clusters Score -5307133 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42061 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -5307135.500000 Penalty: 5332.478027
	Iteration 40F: 3 clusters Score -5307136 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42090 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -5307139.500000 Penalty: 5332.478027
	Iteration 41Q: 3 clusters Score -5307140 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42118 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -5307145.500000 Penalty: 5332.478027
	Iteration 42Q: 3 clusters Score -5307146 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42144 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -5307144.000000 Penalty: 5332.478027
	Iteration 43Q: 3 clusters Score -5307144 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42169 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -5307151.500000 Penalty: 5332.478027
	Iteration 44Q: 3 clusters Score -5307152 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42198 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -5307171.500000 Penalty: 5332.478027
	Iteration 45Q: 3 clusters Score -5307172 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42217 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -5307175.000000 Penalty: 5332.478027
	Iteration 46Q: 3 clusters Score -5307175 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42238 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -5307167.000000 Penalty: 5332.478027
	Iteration 47Q: 3 clusters Score -5307167 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42261 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -5307173.500000 Penalty: 5332.478027
	Iteration 48Q: 3 clusters Score -5307174 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42269 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -5307176.000000 Penalty: 5332.478027
	Iteration 49Q: 3 clusters Score -5307176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42275 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -5307176.500000 Penalty: 5332.478027
	Iteration 50Q: 3 clusters Score -5307176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42278 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -5307178.000000 Penalty: 5332.478027
	Iteration 51Q: 3 clusters Score -5307178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42281 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -5307174.000000 Penalty: 5332.478027
	Iteration 52Q: 3 clusters Score -5307174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42284 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -5307178.000000 Penalty: 5332.478027
	Iteration 53Q: 3 clusters Score -5307178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42286 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -5307174.000000 Penalty: 5332.478027
	Iteration 54Q: 3 clusters Score -5307174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42291 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -5307175.500000 Penalty: 5332.478027
	Iteration 55Q: 3 clusters Score -5307176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42291 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -5307177.000000 Penalty: 5332.478027
	Iteration 56Q: 3 clusters Score -5307177 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42290 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -5307176.500000 Penalty: 5332.478027
	Iteration 57Q: 3 clusters Score -5307176 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42290 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -5307176.500000 Penalty: 5332.478027
	Iteration 58F: 3 clusters Score -5307176 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Entering Unmasked Estep 
Score: -389882.031250 Penalty: 2011.013184
	Iteration 0F: 2 clusters Score -389882 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -386443.750000 Penalty: 4022.026367
	Iteration 0F: 3 clusters Score -386443.8 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -387137.218750 Penalty: 4022.026367
	Iteration 1F: 3 clusters Score -387137.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -387288.312500 Penalty: 4022.026367
	Iteration 2F: 3 clusters Score -387288.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -387393.125000 Penalty: 4022.026367
	Iteration 3Q: 3 clusters Score -387393.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -387455.406250 Penalty: 4022.026367
	Iteration 4Q: 3 clusters Score -387455.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -387499.625000 Penalty: 4022.026367
	Iteration 5Q: 3 clusters Score -387499.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -387533.875000 Penalty: 4022.026367
	Iteration 6Q: 3 clusters Score -387533.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -387562.062500 Penalty: 4022.026367
	Iteration 7Q: 3 clusters Score -387562.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -387584.843750 Penalty: 4022.026367
	Iteration 8Q: 3 clusters Score -387584.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -387603.656250 Penalty: 4022.026367
	Iteration 9Q: 3 clusters Score -387603.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -387617.156250 Penalty: 4022.026367
	Iteration 10Q: 3 clusters Score -387617.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -387627.062500 Penalty: 4022.026367
	Iteration 11Q: 3 clusters Score -387627.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -387639.593750 Penalty: 4022.026367
	Iteration 12Q: 3 clusters Score -387639.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -387652.156250 Penalty: 4022.026367
	Iteration 13Q: 3 clusters Score -387652.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -387665.468750 Penalty: 4022.026367
	Iteration 14Q: 3 clusters Score -387665.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -387675.687500 Penalty: 4022.026367
	Iteration 15Q: 3 clusters Score -387675.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -387682.500000 Penalty: 4022.026367
	Iteration 16Q: 3 clusters Score -387682.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -387687.000000 Penalty: 4022.026367
	Iteration 17Q: 3 clusters Score -387687 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -387692.593750 Penalty: 4022.026367
	Iteration 18Q: 3 clusters Score -387692.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -387699.843750 Penalty: 4022.026367
	Iteration 19Q: 3 clusters Score -387699.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -387703.250000 Penalty: 4022.026367
	Iteration 20F: 3 clusters Score -387703.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -387708.250000 Penalty: 4022.026367
	Iteration 21Q: 3 clusters Score -387708.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -387720.156250 Penalty: 4022.026367
	Iteration 22Q: 3 clusters Score -387720.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -387734.062500 Penalty: 4022.026367
	Iteration 23Q: 3 clusters Score -387734.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -387747.531250 Penalty: 4022.026367
	Iteration 24Q: 3 clusters Score -387747.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -387763.406250 Penalty: 4022.026367
	Iteration 25Q: 3 clusters Score -387763.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -387785.156250 Penalty: 4022.026367
	Iteration 26Q: 3 clusters Score -387785.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -387801.937500 Penalty: 4022.026367
	Iteration 27Q: 3 clusters Score -387801.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -387816.593750 Penalty: 4022.026367
	Iteration 28Q: 3 clusters Score -387816.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -387829.468750 Penalty: 4022.026367
	Iteration 29Q: 3 clusters Score -387829.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -387847.125000 Penalty: 4022.026367
	Iteration 30Q: 3 clusters Score -387847.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -387865.250000 Penalty: 4022.026367
	Iteration 31Q: 3 clusters Score -387865.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -387880.187500 Penalty: 4022.026367
	Iteration 32Q: 3 clusters Score -387880.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -387895.531250 Penalty: 4022.026367
	Iteration 33Q: 3 clusters Score -387895.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -387913.218750 Penalty: 4022.026367
	Iteration 34Q: 3 clusters Score -387913.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -387921.281250 Penalty: 4022.026367
	Iteration 35Q: 3 clusters Score -387921.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -387926.843750 Penalty: 4022.026367
	Iteration 36Q: 3 clusters Score -387926.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -387932.437500 Penalty: 4022.026367
	Iteration 37Q: 3 clusters Score -387932.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -387937.718750 Penalty: 4022.026367
	Iteration 38Q: 3 clusters Score -387937.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -387944.312500 Penalty: 4022.026367
	Iteration 39Q: 3 clusters Score -387944.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -387948.062500 Penalty: 4022.026367
	Iteration 40F: 3 clusters Score -387948.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -387954.906250 Penalty: 4022.026367
	Iteration 41Q: 3 clusters Score -387954.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -387964.781250 Penalty: 4022.026367
	Iteration 42Q: 3 clusters Score -387964.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -387974.312500 Penalty: 4022.026367
	Iteration 43Q: 3 clusters Score -387974.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -387979.468750 Penalty: 4022.026367
	Iteration 44Q: 3 clusters Score -387979.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -387984.937500 Penalty: 4022.026367
	Iteration 45Q: 3 clusters Score -387984.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -387992.093750 Penalty: 4022.026367
	Iteration 46Q: 3 clusters Score -387992.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -388005.562500 Penalty: 4022.026367
	Iteration 47Q: 3 clusters Score -388005.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -388015.687500 Penalty: 4022.026367
	Iteration 48Q: 3 clusters Score -388015.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -388024.093750 Penalty: 4022.026367
	Iteration 49Q: 3 clusters Score -388024.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -388033.906250 Penalty: 4022.026367
	Iteration 50Q: 3 clusters Score -388033.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -388045.500000 Penalty: 4022.026367
	Iteration 51Q: 3 clusters Score -388045.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -388056.125000 Penalty: 4022.026367
	Iteration 52Q: 3 clusters Score -388056.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -388062.593750 Penalty: 4022.026367
	Iteration 53Q: 3 clusters Score -388062.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -388068.625000 Penalty: 4022.026367
	Iteration 54Q: 3 clusters Score -388068.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -388079.281250 Penalty: 4022.026367
	Iteration 55Q: 3 clusters Score -388079.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -388088.937500 Penalty: 4022.026367
	Iteration 56Q: 3 clusters Score -388088.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -388097.593750 Penalty: 4022.026367
	Iteration 57Q: 3 clusters Score -388097.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -388104.093750 Penalty: 4022.026367
	Iteration 58Q: 3 clusters Score -388104.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -388109.031250 Penalty: 4022.026367
	Iteration 59Q: 3 clusters Score -388109 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -388111.406250 Penalty: 4022.026367
	Iteration 60F: 3 clusters Score -388111.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -388113.250000 Penalty: 4022.026367
	Iteration 61Q: 3 clusters Score -388113.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -388114.406250 Penalty: 4022.026367
	Iteration 62Q: 3 clusters Score -388114.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -388114.812500 Penalty: 4022.026367
	Iteration 63Q: 3 clusters Score -388114.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -388115.750000 Penalty: 4022.026367
	Iteration 64Q: 3 clusters Score -388115.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -388115.750000 Penalty: 4022.026367
	Iteration 65F: 3 clusters Score -388115.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Entering Unmasked Estep 
Score: -196204.843750 Penalty: 1848.051880
	Iteration 0F: 2 clusters Score -196204.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -193764.890625 Penalty: 3696.103760
	Iteration 0F: 3 clusters Score -193764.9 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -194130.390625 Penalty: 3696.103760
	Iteration 1F: 3 clusters Score -194130.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -194250.890625 Penalty: 3696.103760
	Iteration 2F: 3 clusters Score -194250.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -194305.968750 Penalty: 3696.103760
	Iteration 3Q: 3 clusters Score -194306 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -194334.890625 Penalty: 3696.103760
	Iteration 4Q: 3 clusters Score -194334.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -194350.609375 Penalty: 3696.103760
	Iteration 5Q: 3 clusters Score -194350.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -194365.265625 Penalty: 3696.103760
	Iteration 6Q: 3 clusters Score -194365.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -194375.312500 Penalty: 3696.103760
	Iteration 7Q: 3 clusters Score -194375.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -194386.359375 Penalty: 3696.103760
	Iteration 8Q: 3 clusters Score -194386.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -194394.687500 Penalty: 3696.103760
	Iteration 9Q: 3 clusters Score -194394.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -194400.828125 Penalty: 3696.103760
	Iteration 10Q: 3 clusters Score -194400.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -194402.843750 Penalty: 3696.103760
	Iteration 11Q: 3 clusters Score -194402.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -194406.640625 Penalty: 3696.103760
	Iteration 12Q: 3 clusters Score -194406.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -194408.703125 Penalty: 3696.103760
	Iteration 13Q: 3 clusters Score -194408.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -194409.906250 Penalty: 3696.103760
	Iteration 14Q: 3 clusters Score -194409.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -194411.984375 Penalty: 3696.103760
	Iteration 15Q: 3 clusters Score -194412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -194413.421875 Penalty: 3696.103760
	Iteration 16Q: 3 clusters Score -194413.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -194413.812500 Penalty: 3696.103760
	Iteration 17Q: 3 clusters Score -194413.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -194413.812500 Penalty: 3696.103760
	Iteration 18F: 3 clusters Score -194413.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (245297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245297 members 
Entering Unmasked Estep 
Score: -28898304.000000 Penalty: 3077.735840
	Iteration 0F: 2 clusters Score -2.88983e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122650 members 
Mstep: Class 2 contains 122647 members 
Entering Unmasked Estep 
Score: -28743048.000000 Penalty: 6155.471680
	Iteration 0F: 3 clusters Score -2.874305e+07 nChanged 118247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123083 members 
Mstep: Class 2 contains 122214 members 
Entering Unmasked Estep 
Score: -28811854.000000 Penalty: 6155.471680
	Iteration 1F: 3 clusters Score -2.881185e+07 nChanged 6033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123056 members 
Mstep: Class 2 contains 122241 members 
Entering Unmasked Estep 
Score: -28812882.000000 Penalty: 6155.471680
	Iteration 2Q: 3 clusters Score -2.881288e+07 nChanged 6452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122814 members 
Mstep: Class 2 contains 122483 members 
Entering Unmasked Estep 
Score: -28814296.000000 Penalty: 6155.471680
	Iteration 3Q: 3 clusters Score -2.88143e+07 nChanged 7260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122136 members 
Mstep: Class 2 contains 123161 members 
Entering Unmasked Estep 
Score: -28816176.000000 Penalty: 6155.471680
	Iteration 4Q: 3 clusters Score -2.881618e+07 nChanged 8507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120453 members 
Mstep: Class 2 contains 124844 members 
Entering Unmasked Estep 
Score: -28819072.000000 Penalty: 6155.471680
	Iteration 5Q: 3 clusters Score -2.881907e+07 nChanged 10750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116999 members 
Mstep: Class 2 contains 128298 members 
Entering Unmasked Estep 
Score: -28823816.000000 Penalty: 6155.471680
	Iteration 6Q: 3 clusters Score -2.882382e+07 nChanged 13107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111464 members 
Mstep: Class 2 contains 133833 members 
Entering Unmasked Estep 
Score: -28830628.000000 Penalty: 6155.471680
	Iteration 7F: 3 clusters Score -2.883063e+07 nChanged 15409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103701 members 
Mstep: Class 2 contains 141596 members 
Entering Unmasked Estep 
Score: -28838580.000000 Penalty: 6155.471680
	Iteration 8F: 3 clusters Score -2.883858e+07 nChanged 15951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94732 members 
Mstep: Class 2 contains 150565 members 
Entering Unmasked Estep 
Score: -28847136.000000 Penalty: 6155.471680
	Iteration 9F: 3 clusters Score -2.884714e+07 nChanged 14790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85474 members 
Mstep: Class 2 contains 159823 members 
Entering Unmasked Estep 
Score: -28854514.000000 Penalty: 6155.471680
	Iteration 10F: 3 clusters Score -2.885451e+07 nChanged 12687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76425 members 
Mstep: Class 2 contains 168872 members 
Entering Unmasked Estep 
Score: -28860590.000000 Penalty: 6155.471680
	Iteration 11F: 3 clusters Score -2.886059e+07 nChanged 10876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67629 members 
Mstep: Class 2 contains 177668 members 
Entering Unmasked Estep 
Score: -28866292.000000 Penalty: 6155.471680
	Iteration 12Q: 3 clusters Score -2.886629e+07 nChanged 9222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59325 members 
Mstep: Class 2 contains 185972 members 
Entering Unmasked Estep 
Score: -28871522.000000 Penalty: 6155.471680
	Iteration 13Q: 3 clusters Score -2.887152e+07 nChanged 8109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51748 members 
Mstep: Class 2 contains 193549 members 
Entering Unmasked Estep 
Score: -28877154.000000 Penalty: 6155.471680
	Iteration 14Q: 3 clusters Score -2.887715e+07 nChanged 6896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45402 members 
Mstep: Class 2 contains 199895 members 
Entering Unmasked Estep 
Score: -28881952.000000 Penalty: 6155.471680
	Iteration 15Q: 3 clusters Score -2.888195e+07 nChanged 5807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40363 members 
Mstep: Class 2 contains 204934 members 
Entering Unmasked Estep 
Score: -28885498.000000 Penalty: 6155.471680
	Iteration 16Q: 3 clusters Score -2.88855e+07 nChanged 4513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36300 members 
Mstep: Class 2 contains 208997 members 
Entering Unmasked Estep 
Score: -28887816.000000 Penalty: 6155.471680
	Iteration 17Q: 3 clusters Score -2.888782e+07 nChanged 3584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32798 members 
Mstep: Class 2 contains 212499 members 
Entering Unmasked Estep 
Score: -28889294.000000 Penalty: 6155.471680
	Iteration 18Q: 3 clusters Score -2.888929e+07 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29668 members 
Mstep: Class 2 contains 215629 members 
Entering Unmasked Estep 
Score: -28890370.000000 Penalty: 6155.471680
	Iteration 19Q: 3 clusters Score -2.889037e+07 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26875 members 
Mstep: Class 2 contains 218422 members 
Entering Unmasked Estep 
Score: -28891374.000000 Penalty: 6155.471680
	Iteration 20F: 3 clusters Score -2.889137e+07 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24338 members 
Mstep: Class 2 contains 220959 members 
Entering Unmasked Estep 
Score: -28892222.000000 Penalty: 6155.471680
	Iteration 21Q: 3 clusters Score -2.889222e+07 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22068 members 
Mstep: Class 2 contains 223229 members 
Entering Unmasked Estep 
Score: -28893068.000000 Penalty: 6155.471680
	Iteration 22Q: 3 clusters Score -2.889307e+07 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20060 members 
Mstep: Class 2 contains 225237 members 
Entering Unmasked Estep 
Score: -28893754.000000 Penalty: 6155.471680
	Iteration 23Q: 3 clusters Score -2.889375e+07 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18195 members 
Mstep: Class 2 contains 227102 members 
Entering Unmasked Estep 
Score: -28894432.000000 Penalty: 6155.471680
	Iteration 24Q: 3 clusters Score -2.889443e+07 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16591 members 
Mstep: Class 2 contains 228706 members 
Entering Unmasked Estep 
Score: -28895222.000000 Penalty: 6155.471680
	Iteration 25Q: 3 clusters Score -2.889522e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15195 members 
Mstep: Class 2 contains 230102 members 
Entering Unmasked Estep 
Score: -28895624.000000 Penalty: 6155.471680
	Iteration 26Q: 3 clusters Score -2.889562e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13971 members 
Mstep: Class 2 contains 231326 members 
Entering Unmasked Estep 
Score: -28896126.000000 Penalty: 6155.471680
	Iteration 27Q: 3 clusters Score -2.889613e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12923 members 
Mstep: Class 2 contains 232374 members 
Entering Unmasked Estep 
Score: -28896388.000000 Penalty: 6155.471680
	Iteration 28Q: 3 clusters Score -2.889639e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 233337 members 
Entering Unmasked Estep 
Score: -28896754.000000 Penalty: 6155.471680
	Iteration 29Q: 3 clusters Score -2.889675e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 234144 members 
Entering Unmasked Estep 
Score: -28896940.000000 Penalty: 6155.471680
	Iteration 30Q: 3 clusters Score -2.889694e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 234817 members 
Entering Unmasked Estep 
Score: -28897238.000000 Penalty: 6155.471680
	Iteration 31Q: 3 clusters Score -2.889724e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 235417 members 
Entering Unmasked Estep 
Score: -28897386.000000 Penalty: 6155.471680
	Iteration 32Q: 3 clusters Score -2.889739e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 235965 members 
Entering Unmasked Estep 
Score: -28897548.000000 Penalty: 6155.471680
	Iteration 33Q: 3 clusters Score -2.889755e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 236442 members 
Entering Unmasked Estep 
Score: -28897640.000000 Penalty: 6155.471680
	Iteration 34Q: 3 clusters Score -2.889764e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 236882 members 
Entering Unmasked Estep 
Score: -28897772.000000 Penalty: 6155.471680
	Iteration 35Q: 3 clusters Score -2.889777e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 237256 members 
Entering Unmasked Estep 
Score: -28897794.000000 Penalty: 6155.471680
	Iteration 36Q: 3 clusters Score -2.889779e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 237596 members 
Entering Unmasked Estep 
Score: -28897828.000000 Penalty: 6155.471680
	Iteration 37Q: 3 clusters Score -2.889783e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 237898 members 
Entering Unmasked Estep 
Score: -28897830.000000 Penalty: 6155.471680
	Iteration 38Q: 3 clusters Score -2.889783e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 238129 members 
Entering Unmasked Estep 
Score: -28897894.000000 Penalty: 6155.471680
	Iteration 39Q: 3 clusters Score -2.889789e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 238355 members 
Entering Unmasked Estep 
Score: -28897974.000000 Penalty: 6155.471680
	Iteration 40F: 3 clusters Score -2.889797e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 238538 members 
Entering Unmasked Estep 
Score: -28898014.000000 Penalty: 6155.471680
	Iteration 41Q: 3 clusters Score -2.889801e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 238695 members 
Entering Unmasked Estep 
Score: -28898036.000000 Penalty: 6155.471680
	Iteration 42Q: 3 clusters Score -2.889804e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 238824 members 
Entering Unmasked Estep 
Score: -28898044.000000 Penalty: 6155.471680
	Iteration 43Q: 3 clusters Score -2.889804e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 238961 members 
Entering Unmasked Estep 
Score: -28898022.000000 Penalty: 6155.471680
	Iteration 44Q: 3 clusters Score -2.889802e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 239090 members 
Entering Unmasked Estep 
Score: -28898092.000000 Penalty: 6155.471680
	Iteration 45Q: 3 clusters Score -2.889809e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 239190 members 
Entering Unmasked Estep 
Score: -28898102.000000 Penalty: 6155.471680
	Iteration 46Q: 3 clusters Score -2.88981e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 239281 members 
Entering Unmasked Estep 
Score: -28898144.000000 Penalty: 6155.471680
	Iteration 47Q: 3 clusters Score -2.889814e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 239374 members 
Entering Unmasked Estep 
Score: -28898114.000000 Penalty: 6155.471680
	Iteration 48Q: 3 clusters Score -2.889811e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 239461 members 
Entering Unmasked Estep 
Score: -28898072.000000 Penalty: 6155.471680
	Iteration 49Q: 3 clusters Score -2.889807e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 239550 members 
Entering Unmasked Estep 
Score: -28898030.000000 Penalty: 6155.471680
	Iteration 50Q: 3 clusters Score -2.889803e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 239640 members 
Entering Unmasked Estep 
Score: -28898040.000000 Penalty: 6155.471680
	Iteration 51Q: 3 clusters Score -2.889804e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 239709 members 
Entering Unmasked Estep 
Score: -28898050.000000 Penalty: 6155.471680
	Iteration 52Q: 3 clusters Score -2.889805e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 239764 members 
Entering Unmasked Estep 
Score: -28898040.000000 Penalty: 6155.471680
	Iteration 53Q: 3 clusters Score -2.889804e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 239810 members 
Entering Unmasked Estep 
Score: -28898038.000000 Penalty: 6155.471680
	Iteration 54Q: 3 clusters Score -2.889804e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 239854 members 
Entering Unmasked Estep 
Score: -28898082.000000 Penalty: 6155.471680
	Iteration 55Q: 3 clusters Score -2.889808e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 239902 members 
Entering Unmasked Estep 
Score: -28898068.000000 Penalty: 6155.471680
	Iteration 56Q: 3 clusters Score -2.889807e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 239937 members 
Entering Unmasked Estep 
Score: -28898094.000000 Penalty: 6155.471680
	Iteration 57Q: 3 clusters Score -2.889809e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 239964 members 
Entering Unmasked Estep 
Score: -28898058.000000 Penalty: 6155.471680
	Iteration 58Q: 3 clusters Score -2.889806e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 239990 members 
Entering Unmasked Estep 
Score: -28898076.000000 Penalty: 6155.471680
	Iteration 59Q: 3 clusters Score -2.889808e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 240012 members 
Entering Unmasked Estep 
Score: -28898072.000000 Penalty: 6155.471680
	Iteration 60F: 3 clusters Score -2.889807e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 240040 members 
Entering Unmasked Estep 
Score: -28898084.000000 Penalty: 6155.471680
	Iteration 61Q: 3 clusters Score -2.889808e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 240074 members 
Entering Unmasked Estep 
Score: -28898136.000000 Penalty: 6155.471680
	Iteration 62Q: 3 clusters Score -2.889814e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 240108 members 
Entering Unmasked Estep 
Score: -28898114.000000 Penalty: 6155.471680
	Iteration 63Q: 3 clusters Score -2.889811e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 240136 members 
Entering Unmasked Estep 
Score: -28898098.000000 Penalty: 6155.471680
	Iteration 64Q: 3 clusters Score -2.88981e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 240165 members 
Entering Unmasked Estep 
Score: -28898116.000000 Penalty: 6155.471680
	Iteration 65Q: 3 clusters Score -2.889812e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 240197 members 
Entering Unmasked Estep 
Score: -28898130.000000 Penalty: 6155.471680
	Iteration 66Q: 3 clusters Score -2.889813e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 240223 members 
Entering Unmasked Estep 
Score: -28898100.000000 Penalty: 6155.471680
	Iteration 67Q: 3 clusters Score -2.88981e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 240244 members 
Entering Unmasked Estep 
Score: -28898108.000000 Penalty: 6155.471680
	Iteration 68Q: 3 clusters Score -2.889811e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 240268 members 
Entering Unmasked Estep 
Score: -28898126.000000 Penalty: 6155.471680
	Iteration 69Q: 3 clusters Score -2.889813e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 240292 members 
Entering Unmasked Estep 
Score: -28898098.000000 Penalty: 6155.471680
	Iteration 70Q: 3 clusters Score -2.88981e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 240318 members 
Entering Unmasked Estep 
Score: -28898128.000000 Penalty: 6155.471680
	Iteration 71Q: 3 clusters Score -2.889813e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 240335 members 
Entering Unmasked Estep 
Score: -28898108.000000 Penalty: 6155.471680
	Iteration 72Q: 3 clusters Score -2.889811e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 240344 members 
Entering Unmasked Estep 
Score: -28898100.000000 Penalty: 6155.471680
	Iteration 73Q: 3 clusters Score -2.88981e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 240360 members 
Entering Unmasked Estep 
Score: -28898108.000000 Penalty: 6155.471680
	Iteration 74Q: 3 clusters Score -2.889811e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 240366 members 
Entering Unmasked Estep 
Score: -28898108.000000 Penalty: 6155.471680
	Iteration 75Q: 3 clusters Score -2.889811e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 240370 members 
Entering Unmasked Estep 
Score: -28898096.000000 Penalty: 6155.471680
	Iteration 76Q: 3 clusters Score -2.88981e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 240372 members 
Entering Unmasked Estep 
Score: -28898090.000000 Penalty: 6155.471680
	Iteration 77Q: 3 clusters Score -2.889809e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 240374 members 
Entering Unmasked Estep 
Score: -28898084.000000 Penalty: 6155.471680
	Iteration 78Q: 3 clusters Score -2.889808e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 240378 members 
Entering Unmasked Estep 
Score: -28898076.000000 Penalty: 6155.471680
	Iteration 79Q: 3 clusters Score -2.889808e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 240381 members 
Entering Unmasked Estep 
Score: -28898088.000000 Penalty: 6155.471680
	Iteration 80F: 3 clusters Score -2.889809e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 240386 members 
Entering Unmasked Estep 
Score: -28898100.000000 Penalty: 6155.471680
	Iteration 81Q: 3 clusters Score -2.88981e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 240389 members 
Entering Unmasked Estep 
Score: -28898114.000000 Penalty: 6155.471680
	Iteration 82Q: 3 clusters Score -2.889811e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 240393 members 
Entering Unmasked Estep 
Score: -28898120.000000 Penalty: 6155.471680
	Iteration 83Q: 3 clusters Score -2.889812e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 240396 members 
Entering Unmasked Estep 
Score: -28898102.000000 Penalty: 6155.471680
	Iteration 84Q: 3 clusters Score -2.88981e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 240402 members 
Entering Unmasked Estep 
Score: -28898110.000000 Penalty: 6155.471680
	Iteration 85Q: 3 clusters Score -2.889811e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 240407 members 
Entering Unmasked Estep 
Score: -28898100.000000 Penalty: 6155.471680
	Iteration 86Q: 3 clusters Score -2.88981e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 240418 members 
Entering Unmasked Estep 
Score: -28898142.000000 Penalty: 6155.471680
	Iteration 87Q: 3 clusters Score -2.889814e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 240430 members 
Entering Unmasked Estep 
Score: -28898128.000000 Penalty: 6155.471680
	Iteration 88Q: 3 clusters Score -2.889813e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 240440 members 
Entering Unmasked Estep 
Score: -28898140.000000 Penalty: 6155.471680
	Iteration 89Q: 3 clusters Score -2.889814e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 240451 members 
Entering Unmasked Estep 
Score: -28898126.000000 Penalty: 6155.471680
	Iteration 90Q: 3 clusters Score -2.889813e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 240461 members 
Entering Unmasked Estep 
Score: -28898130.000000 Penalty: 6155.471680
	Iteration 91Q: 3 clusters Score -2.889813e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 240467 members 
Entering Unmasked Estep 
Score: -28898124.000000 Penalty: 6155.471680
	Iteration 92Q: 3 clusters Score -2.889812e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 240473 members 
Entering Unmasked Estep 
Score: -28898118.000000 Penalty: 6155.471680
	Iteration 93Q: 3 clusters Score -2.889812e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 240476 members 
Entering Unmasked Estep 
Score: -28898112.000000 Penalty: 6155.471680
	Iteration 94Q: 3 clusters Score -2.889811e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 240479 members 
Entering Unmasked Estep 
Score: -28898096.000000 Penalty: 6155.471680
	Iteration 95Q: 3 clusters Score -2.88981e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 240479 members 
Entering Unmasked Estep 
Score: -28898096.000000 Penalty: 6155.471680
	Iteration 96F: 3 clusters Score -2.88981e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Entering Unmasked Estep 
Score: -125471.703125 Penalty: 1773.956909
	Iteration 0F: 2 clusters Score -125471.7 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 624 members 
Entering Unmasked Estep 
Score: -123397.281250 Penalty: 3547.913818
	Iteration 0F: 3 clusters Score -123397.3 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -123835.437500 Penalty: 3547.913818
	Iteration 1F: 3 clusters Score -123835.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -124065.500000 Penalty: 3547.913818
	Iteration 2F: 3 clusters Score -124065.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -124198.281250 Penalty: 3547.913818
	Iteration 3F: 3 clusters Score -124198.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -124265.703125 Penalty: 3547.913818
	Iteration 4Q: 3 clusters Score -124265.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -124308.140625 Penalty: 3547.913818
	Iteration 5Q: 3 clusters Score -124308.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -124342.296875 Penalty: 3547.913818
	Iteration 6Q: 3 clusters Score -124342.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -124351.117188 Penalty: 3547.913818
	Iteration 7Q: 3 clusters Score -124351.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -124357.328125 Penalty: 3547.913818
	Iteration 8Q: 3 clusters Score -124357.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -124367.429688 Penalty: 3547.913818
	Iteration 9Q: 3 clusters Score -124367.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -124371.359375 Penalty: 3547.913818
	Iteration 10Q: 3 clusters Score -124371.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -124375.968750 Penalty: 3547.913818
	Iteration 11Q: 3 clusters Score -124376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -124377.023438 Penalty: 3547.913818
	Iteration 12Q: 3 clusters Score -124377 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -124377.218750 Penalty: 3547.913818
	Iteration 13Q: 3 clusters Score -124377.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -124377.218750 Penalty: 3547.913818
	Iteration 14F: 3 clusters Score -124377.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Entering Unmasked Estep 
Score: -662060.250000 Penalty: 2145.974121
	Iteration 0F: 2 clusters Score -662060.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -657063.562500 Penalty: 4291.948242
	Iteration 0F: 3 clusters Score -657063.6 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -658359.875000 Penalty: 4291.948242
	Iteration 1F: 3 clusters Score -658359.9 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -658582.625000 Penalty: 4291.948242
	Iteration 2F: 3 clusters Score -658582.6 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -658735.000000 Penalty: 4291.948242
	Iteration 3F: 3 clusters Score -658735 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -658852.187500 Penalty: 4291.948242
	Iteration 4Q: 3 clusters Score -658852.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -658958.687500 Penalty: 4291.948242
	Iteration 5Q: 3 clusters Score -658958.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -659053.437500 Penalty: 4291.948242
	Iteration 6Q: 3 clusters Score -659053.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -659153.750000 Penalty: 4291.948242
	Iteration 7Q: 3 clusters Score -659153.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -659245.187500 Penalty: 4291.948242
	Iteration 8Q: 3 clusters Score -659245.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -659331.750000 Penalty: 4291.948242
	Iteration 9Q: 3 clusters Score -659331.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -659416.625000 Penalty: 4291.948242
	Iteration 10Q: 3 clusters Score -659416.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -659484.000000 Penalty: 4291.948242
	Iteration 11Q: 3 clusters Score -659484 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -659551.250000 Penalty: 4291.948242
	Iteration 12Q: 3 clusters Score -659551.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -659614.375000 Penalty: 4291.948242
	Iteration 13Q: 3 clusters Score -659614.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -659682.687500 Penalty: 4291.948242
	Iteration 14Q: 3 clusters Score -659682.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -659745.500000 Penalty: 4291.948242
	Iteration 15Q: 3 clusters Score -659745.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -659799.687500 Penalty: 4291.948242
	Iteration 16Q: 3 clusters Score -659799.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -659853.625000 Penalty: 4291.948242
	Iteration 17Q: 3 clusters Score -659853.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -659898.062500 Penalty: 4291.948242
	Iteration 18Q: 3 clusters Score -659898.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -659938.187500 Penalty: 4291.948242
	Iteration 19Q: 3 clusters Score -659938.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -659971.812500 Penalty: 4291.948242
	Iteration 20F: 3 clusters Score -659971.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -660013.250000 Penalty: 4291.948242
	Iteration 21Q: 3 clusters Score -660013.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -660048.125000 Penalty: 4291.948242
	Iteration 22Q: 3 clusters Score -660048.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -660080.750000 Penalty: 4291.948242
	Iteration 23Q: 3 clusters Score -660080.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -660097.187500 Penalty: 4291.948242
	Iteration 24Q: 3 clusters Score -660097.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -660113.125000 Penalty: 4291.948242
	Iteration 25Q: 3 clusters Score -660113.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -660124.375000 Penalty: 4291.948242
	Iteration 26Q: 3 clusters Score -660124.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -660132.687500 Penalty: 4291.948242
	Iteration 27Q: 3 clusters Score -660132.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -660148.750000 Penalty: 4291.948242
	Iteration 28Q: 3 clusters Score -660148.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -660160.250000 Penalty: 4291.948242
	Iteration 29Q: 3 clusters Score -660160.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -660176.187500 Penalty: 4291.948242
	Iteration 30Q: 3 clusters Score -660176.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -660184.937500 Penalty: 4291.948242
	Iteration 31Q: 3 clusters Score -660184.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -660193.187500 Penalty: 4291.948242
	Iteration 32Q: 3 clusters Score -660193.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -660203.937500 Penalty: 4291.948242
	Iteration 33Q: 3 clusters Score -660203.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -660208.750000 Penalty: 4291.948242
	Iteration 34Q: 3 clusters Score -660208.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -660218.812500 Penalty: 4291.948242
	Iteration 35Q: 3 clusters Score -660218.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -660224.750000 Penalty: 4291.948242
	Iteration 36Q: 3 clusters Score -660224.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -660230.375000 Penalty: 4291.948242
	Iteration 37Q: 3 clusters Score -660230.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -660235.312500 Penalty: 4291.948242
	Iteration 38Q: 3 clusters Score -660235.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -660240.687500 Penalty: 4291.948242
	Iteration 39Q: 3 clusters Score -660240.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -660243.625000 Penalty: 4291.948242
	Iteration 40F: 3 clusters Score -660243.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -660247.312500 Penalty: 4291.948242
	Iteration 41Q: 3 clusters Score -660247.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -660249.500000 Penalty: 4291.948242
	Iteration 42Q: 3 clusters Score -660249.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -660250.687500 Penalty: 4291.948242
	Iteration 43Q: 3 clusters Score -660250.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -660253.187500 Penalty: 4291.948242
	Iteration 44Q: 3 clusters Score -660253.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -660254.062500 Penalty: 4291.948242
	Iteration 45Q: 3 clusters Score -660254.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -660257.562500 Penalty: 4291.948242
	Iteration 46Q: 3 clusters Score -660257.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -660260.375000 Penalty: 4291.948242
	Iteration 47Q: 3 clusters Score -660260.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -660263.000000 Penalty: 4291.948242
	Iteration 48Q: 3 clusters Score -660263 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -660262.625000 Penalty: 4291.948242
	Iteration 49Q: 3 clusters Score -660262.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -660262.625000 Penalty: 4291.948242
	Iteration 50F: 3 clusters Score -660262.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (216525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216525 members 
Entering Unmasked Estep 
Score: -25649982.000000 Penalty: 3046.794434
	Iteration 0F: 2 clusters Score -2.564998e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107989 members 
Mstep: Class 2 contains 108536 members 
Entering Unmasked Estep 
Score: -25505150.000000 Penalty: 6093.588867
	Iteration 0F: 3 clusters Score -2.550515e+07 nChanged 104199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102158 members 
Mstep: Class 2 contains 114367 members 
Entering Unmasked Estep 
Score: -25566872.000000 Penalty: 6093.588867
	Iteration 1F: 3 clusters Score -2.556687e+07 nChanged 6922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98462 members 
Mstep: Class 2 contains 118063 members 
Entering Unmasked Estep 
Score: -25568964.000000 Penalty: 6093.588867
	Iteration 2Q: 3 clusters Score -2.556896e+07 nChanged 8280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92780 members 
Mstep: Class 2 contains 123745 members 
Entering Unmasked Estep 
Score: -25571940.000000 Penalty: 6093.588867
	Iteration 3Q: 3 clusters Score -2.557194e+07 nChanged 10193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84573 members 
Mstep: Class 2 contains 131952 members 
Entering Unmasked Estep 
Score: -25576580.000000 Penalty: 6093.588867
	Iteration 4Q: 3 clusters Score -2.557658e+07 nChanged 12626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73237 members 
Mstep: Class 2 contains 143288 members 
Entering Unmasked Estep 
Score: -25583810.000000 Penalty: 6093.588867
	Iteration 5F: 3 clusters Score -2.558381e+07 nChanged 15115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58770 members 
Mstep: Class 2 contains 157755 members 
Entering Unmasked Estep 
Score: -25594700.000000 Penalty: 6093.588867
	Iteration 6F: 3 clusters Score -2.55947e+07 nChanged 16677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42325 members 
Mstep: Class 2 contains 174200 members 
Entering Unmasked Estep 
Score: -25608614.000000 Penalty: 6093.588867
	Iteration 7F: 3 clusters Score -2.560861e+07 nChanged 16139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26228 members 
Mstep: Class 2 contains 190297 members 
Entering Unmasked Estep 
Score: -25622698.000000 Penalty: 6093.588867
	Iteration 8F: 3 clusters Score -2.56227e+07 nChanged 12856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13374 members 
Mstep: Class 2 contains 203151 members 
Entering Unmasked Estep 
Score: -25634732.000000 Penalty: 6093.588867
	Iteration 9F: 3 clusters Score -2.563473e+07 nChanged 7986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 211137 members 
Entering Unmasked Estep 
Score: -25642496.000000 Penalty: 6093.588867
	Iteration 10Q: 3 clusters Score -2.56425e+07 nChanged 3556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 214691 members 
Entering Unmasked Estep 
Score: -25645760.000000 Penalty: 6093.588867
	Iteration 11Q: 3 clusters Score -2.564576e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 215819 members 
Entering Unmasked Estep 
Score: -25646718.000000 Penalty: 6093.588867
	Iteration 12Q: 3 clusters Score -2.564672e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 216126 members 
Entering Unmasked Estep 
Score: -25647024.000000 Penalty: 6093.588867
	Iteration 13Q: 3 clusters Score -2.564702e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 216206 members 
Entering Unmasked Estep 
Score: -25647120.000000 Penalty: 6093.588867
	Iteration 14Q: 3 clusters Score -2.564712e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 216241 members 
Entering Unmasked Estep 
Score: -25647186.000000 Penalty: 6093.588867
	Iteration 15Q: 3 clusters Score -2.564719e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 216263 members 
Entering Unmasked Estep 
Score: -25647236.000000 Penalty: 6093.588867
	Iteration 16Q: 3 clusters Score -2.564724e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 216267 members 
Entering Unmasked Estep 
Score: -25647246.000000 Penalty: 6093.588867
	Iteration 17Q: 3 clusters Score -2.564725e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 216274 members 
Entering Unmasked Estep 
Score: -25647264.000000 Penalty: 6093.588867
	Iteration 18Q: 3 clusters Score -2.564726e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 216277 members 
Entering Unmasked Estep 
Score: -25647270.000000 Penalty: 6093.588867
	Iteration 19Q: 3 clusters Score -2.564727e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 216275 members 
Entering Unmasked Estep 
Score: -25647268.000000 Penalty: 6093.588867
	Iteration 20F: 3 clusters Score -2.564727e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 216276 members 
Entering Unmasked Estep 
Score: -25647296.000000 Penalty: 6093.588867
	Iteration 21Q: 3 clusters Score -2.56473e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 216280 members 
Entering Unmasked Estep 
Score: -25647296.000000 Penalty: 6093.588867
	Iteration 22Q: 3 clusters Score -2.56473e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 216281 members 
Entering Unmasked Estep 
Score: -25647290.000000 Penalty: 6093.588867
	Iteration 23Q: 3 clusters Score -2.564729e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 216282 members 
Entering Unmasked Estep 
Score: -25647294.000000 Penalty: 6093.588867
	Iteration 24Q: 3 clusters Score -2.564729e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 216281 members 
Entering Unmasked Estep 
Score: -25647304.000000 Penalty: 6093.588867
	Iteration 25Q: 3 clusters Score -2.56473e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 216283 members 
Entering Unmasked Estep 
Score: -25647320.000000 Penalty: 6093.588867
	Iteration 26Q: 3 clusters Score -2.564732e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 216282 members 
Entering Unmasked Estep 
Score: -25647312.000000 Penalty: 6093.588867
	Iteration 27Q: 3 clusters Score -2.564731e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 216282 members 
Entering Unmasked Estep 
Score: -25647312.000000 Penalty: 6093.588867
	Iteration 28F: 3 clusters Score -2.564731e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (95667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95667 members 
Entering Unmasked Estep 
Score: -11218821.000000 Penalty: 2844.219971
	Iteration 0F: 2 clusters Score -1.121882e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47597 members 
Mstep: Class 2 contains 48070 members 
Entering Unmasked Estep 
Score: -11154859.000000 Penalty: 5688.439941
	Iteration 0F: 3 clusters Score -1.115486e+07 nChanged 45039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44786 members 
Mstep: Class 2 contains 50881 members 
Entering Unmasked Estep 
Score: -11180967.000000 Penalty: 5688.439941
	Iteration 1F: 3 clusters Score -1.118097e+07 nChanged 3427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42935 members 
Mstep: Class 2 contains 52732 members 
Entering Unmasked Estep 
Score: -11181935.000000 Penalty: 5688.439941
	Iteration 2Q: 3 clusters Score -1.118194e+07 nChanged 3826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40065 members 
Mstep: Class 2 contains 55602 members 
Entering Unmasked Estep 
Score: -11183241.000000 Penalty: 5688.439941
	Iteration 3Q: 3 clusters Score -1.118324e+07 nChanged 4664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35931 members 
Mstep: Class 2 contains 59736 members 
Entering Unmasked Estep 
Score: -11185362.000000 Penalty: 5688.439941
	Iteration 4Q: 3 clusters Score -1.118536e+07 nChanged 6181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29992 members 
Mstep: Class 2 contains 65675 members 
Entering Unmasked Estep 
Score: -11189357.000000 Penalty: 5688.439941
	Iteration 5F: 3 clusters Score -1.118936e+07 nChanged 7741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22351 members 
Mstep: Class 2 contains 73316 members 
Entering Unmasked Estep 
Score: -11195314.000000 Penalty: 5688.439941
	Iteration 6F: 3 clusters Score -1.119531e+07 nChanged 8287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14104 members 
Mstep: Class 2 contains 81563 members 
Entering Unmasked Estep 
Score: -11202887.000000 Penalty: 5688.439941
	Iteration 7F: 3 clusters Score -1.120289e+07 nChanged 6900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 88443 members 
Entering Unmasked Estep 
Score: -11209524.000000 Penalty: 5688.439941
	Iteration 8F: 3 clusters Score -1.120952e+07 nChanged 4126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 92555 members 
Entering Unmasked Estep 
Score: -11213501.000000 Penalty: 5688.439941
	Iteration 9Q: 3 clusters Score -1.12135e+07 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 94394 members 
Entering Unmasked Estep 
Score: -11215212.000000 Penalty: 5688.439941
	Iteration 10Q: 3 clusters Score -1.121521e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 95022 members 
Entering Unmasked Estep 
Score: -11215790.000000 Penalty: 5688.439941
	Iteration 11Q: 3 clusters Score -1.121579e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 95237 members 
Entering Unmasked Estep 
Score: -11216047.000000 Penalty: 5688.439941
	Iteration 12Q: 3 clusters Score -1.121605e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 95321 members 
Entering Unmasked Estep 
Score: -11216150.000000 Penalty: 5688.439941
	Iteration 13Q: 3 clusters Score -1.121615e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 95352 members 
Entering Unmasked Estep 
Score: -11216209.000000 Penalty: 5688.439941
	Iteration 14Q: 3 clusters Score -1.121621e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 95366 members 
Entering Unmasked Estep 
Score: -11216255.000000 Penalty: 5688.439941
	Iteration 15Q: 3 clusters Score -1.121626e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 95373 members 
Entering Unmasked Estep 
Score: -11216280.000000 Penalty: 5688.439941
	Iteration 16Q: 3 clusters Score -1.121628e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 95379 members 
Entering Unmasked Estep 
Score: -11216293.000000 Penalty: 5688.439941
	Iteration 17Q: 3 clusters Score -1.121629e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 95383 members 
Entering Unmasked Estep 
Score: -11216310.000000 Penalty: 5688.439941
	Iteration 18Q: 3 clusters Score -1.121631e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 95390 members 
Entering Unmasked Estep 
Score: -11216328.000000 Penalty: 5688.439941
	Iteration 19Q: 3 clusters Score -1.121633e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 95396 members 
Entering Unmasked Estep 
Score: -11216341.000000 Penalty: 5688.439941
	Iteration 20F: 3 clusters Score -1.121634e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 95396 members 
Entering Unmasked Estep 
Score: -11216353.000000 Penalty: 5688.439941
	Iteration 21Q: 3 clusters Score -1.121635e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 95396 members 
Entering Unmasked Estep 
Score: -11216372.000000 Penalty: 5688.439941
	Iteration 22Q: 3 clusters Score -1.121637e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 95398 members 
Entering Unmasked Estep 
Score: -11216378.000000 Penalty: 5688.439941
	Iteration 23Q: 3 clusters Score -1.121638e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 95400 members 
Entering Unmasked Estep 
Score: -11216380.000000 Penalty: 5688.439941
	Iteration 24Q: 3 clusters Score -1.121638e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 95404 members 
Entering Unmasked Estep 
Score: -11216385.000000 Penalty: 5688.439941
	Iteration 25Q: 3 clusters Score -1.121638e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 95404 members 
Entering Unmasked Estep 
Score: -11216387.000000 Penalty: 5688.439941
	Iteration 26Q: 3 clusters Score -1.121639e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 95404 members 
Entering Unmasked Estep 
Score: -11216387.000000 Penalty: 5688.439941
	Iteration 27F: 3 clusters Score -1.121639e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (68731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68731 members 
Entering Unmasked Estep 
Score: -7406722.500000 Penalty: 2762.212891
	Iteration 0F: 2 clusters Score -7406722 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34257 members 
Mstep: Class 2 contains 34474 members 
Entering Unmasked Estep 
Score: -7360684.000000 Penalty: 5524.425781
	Iteration 0F: 3 clusters Score -7360684 nChanged 32161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33214 members 
Mstep: Class 2 contains 35517 members 
Entering Unmasked Estep 
Score: -7380377.000000 Penalty: 5524.425781
	Iteration 1F: 3 clusters Score -7380377 nChanged 3985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32335 members 
Mstep: Class 2 contains 36396 members 
Entering Unmasked Estep 
Score: -7382529.000000 Penalty: 5524.425781
	Iteration 2F: 3 clusters Score -7382529 nChanged 4365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31144 members 
Mstep: Class 2 contains 37587 members 
Entering Unmasked Estep 
Score: -7385248.000000 Penalty: 5524.425781
	Iteration 3F: 3 clusters Score -7385248 nChanged 4674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29766 members 
Mstep: Class 2 contains 38965 members 
Entering Unmasked Estep 
Score: -7388228.500000 Penalty: 5524.425781
	Iteration 4F: 3 clusters Score -7388228 nChanged 4596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28384 members 
Mstep: Class 2 contains 40347 members 
Entering Unmasked Estep 
Score: -7391181.500000 Penalty: 5524.425781
	Iteration 5F: 3 clusters Score -7391182 nChanged 4095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27157 members 
Mstep: Class 2 contains 41574 members 
Entering Unmasked Estep 
Score: -7393809.500000 Penalty: 5524.425781
	Iteration 6F: 3 clusters Score -7393810 nChanged 3467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26190 members 
Mstep: Class 2 contains 42541 members 
Entering Unmasked Estep 
Score: -7395778.500000 Penalty: 5524.425781
	Iteration 7F: 3 clusters Score -7395778 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25434 members 
Mstep: Class 2 contains 43297 members 
Entering Unmasked Estep 
Score: -7397225.000000 Penalty: 5524.425781
	Iteration 8Q: 3 clusters Score -7397225 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24890 members 
Mstep: Class 2 contains 43841 members 
Entering Unmasked Estep 
Score: -7398078.000000 Penalty: 5524.425781
	Iteration 9Q: 3 clusters Score -7398078 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24414 members 
Mstep: Class 2 contains 44317 members 
Entering Unmasked Estep 
Score: -7398548.000000 Penalty: 5524.425781
	Iteration 10Q: 3 clusters Score -7398548 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23973 members 
Mstep: Class 2 contains 44758 members 
Entering Unmasked Estep 
Score: -7398906.000000 Penalty: 5524.425781
	Iteration 11Q: 3 clusters Score -7398906 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23545 members 
Mstep: Class 2 contains 45186 members 
Entering Unmasked Estep 
Score: -7399345.500000 Penalty: 5524.425781
	Iteration 12Q: 3 clusters Score -7399346 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23221 members 
Mstep: Class 2 contains 45510 members 
Entering Unmasked Estep 
Score: -7399763.000000 Penalty: 5524.425781
	Iteration 13Q: 3 clusters Score -7399763 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22911 members 
Mstep: Class 2 contains 45820 members 
Entering Unmasked Estep 
Score: -7400180.500000 Penalty: 5524.425781
	Iteration 14Q: 3 clusters Score -7400180 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22586 members 
Mstep: Class 2 contains 46145 members 
Entering Unmasked Estep 
Score: -7400772.500000 Penalty: 5524.425781
	Iteration 15Q: 3 clusters Score -7400772 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22360 members 
Mstep: Class 2 contains 46371 members 
Entering Unmasked Estep 
Score: -7401564.000000 Penalty: 5524.425781
	Iteration 16Q: 3 clusters Score -7401564 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22276 members 
Mstep: Class 2 contains 46455 members 
Entering Unmasked Estep 
Score: -7402586.000000 Penalty: 5524.425781
	Iteration 17Q: 3 clusters Score -7402586 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22375 members 
Mstep: Class 2 contains 46356 members 
Entering Unmasked Estep 
Score: -7403940.000000 Penalty: 5524.425781
	Iteration 18Q: 3 clusters Score -7403940 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22664 members 
Mstep: Class 2 contains 46067 members 
Entering Unmasked Estep 
Score: -7405687.500000 Penalty: 5524.425781
	Iteration 19Q: 3 clusters Score -7405688 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23144 members 
Mstep: Class 2 contains 45587 members 
Entering Unmasked Estep 
Score: -7407526.000000 Penalty: 5524.425781
	Iteration 20F: 3 clusters Score -7407526 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23713 members 
Mstep: Class 2 contains 45018 members 
Entering Unmasked Estep 
Score: -7408915.500000 Penalty: 5524.425781
	Iteration 21Q: 3 clusters Score -7408916 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24313 members 
Mstep: Class 2 contains 44418 members 
Entering Unmasked Estep 
Score: -7409687.500000 Penalty: 5524.425781
	Iteration 22Q: 3 clusters Score -7409688 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24873 members 
Mstep: Class 2 contains 43858 members 
Entering Unmasked Estep 
Score: -7409965.500000 Penalty: 5524.425781
	Iteration 23Q: 3 clusters Score -7409966 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25325 members 
Mstep: Class 2 contains 43406 members 
Entering Unmasked Estep 
Score: -7410064.500000 Penalty: 5524.425781
	Iteration 24Q: 3 clusters Score -7410064 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25662 members 
Mstep: Class 2 contains 43069 members 
Entering Unmasked Estep 
Score: -7410082.000000 Penalty: 5524.425781
	Iteration 25Q: 3 clusters Score -7410082 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25952 members 
Mstep: Class 2 contains 42779 members 
Entering Unmasked Estep 
Score: -7410121.000000 Penalty: 5524.425781
	Iteration 26Q: 3 clusters Score -7410121 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26180 members 
Mstep: Class 2 contains 42551 members 
Entering Unmasked Estep 
Score: -7410144.000000 Penalty: 5524.425781
	Iteration 27Q: 3 clusters Score -7410144 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26370 members 
Mstep: Class 2 contains 42361 members 
Entering Unmasked Estep 
Score: -7410141.000000 Penalty: 5524.425781
	Iteration 28Q: 3 clusters Score -7410141 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26544 members 
Mstep: Class 2 contains 42187 members 
Entering Unmasked Estep 
Score: -7410157.500000 Penalty: 5524.425781
	Iteration 29Q: 3 clusters Score -7410158 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26693 members 
Mstep: Class 2 contains 42038 members 
Entering Unmasked Estep 
Score: -7410169.500000 Penalty: 5524.425781
	Iteration 30Q: 3 clusters Score -7410170 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26827 members 
Mstep: Class 2 contains 41904 members 
Entering Unmasked Estep 
Score: -7410175.500000 Penalty: 5524.425781
	Iteration 31Q: 3 clusters Score -7410176 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26942 members 
Mstep: Class 2 contains 41789 members 
Entering Unmasked Estep 
Score: -7410186.000000 Penalty: 5524.425781
	Iteration 32Q: 3 clusters Score -7410186 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27032 members 
Mstep: Class 2 contains 41699 members 
Entering Unmasked Estep 
Score: -7410191.500000 Penalty: 5524.425781
	Iteration 33Q: 3 clusters Score -7410192 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27109 members 
Mstep: Class 2 contains 41622 members 
Entering Unmasked Estep 
Score: -7410187.500000 Penalty: 5524.425781
	Iteration 34Q: 3 clusters Score -7410188 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27171 members 
Mstep: Class 2 contains 41560 members 
Entering Unmasked Estep 
Score: -7410177.500000 Penalty: 5524.425781
	Iteration 35Q: 3 clusters Score -7410178 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27217 members 
Mstep: Class 2 contains 41514 members 
Entering Unmasked Estep 
Score: -7410166.000000 Penalty: 5524.425781
	Iteration 36Q: 3 clusters Score -7410166 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27250 members 
Mstep: Class 2 contains 41481 members 
Entering Unmasked Estep 
Score: -7410165.500000 Penalty: 5524.425781
	Iteration 37Q: 3 clusters Score -7410166 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27281 members 
Mstep: Class 2 contains 41450 members 
Entering Unmasked Estep 
Score: -7410166.000000 Penalty: 5524.425781
	Iteration 38Q: 3 clusters Score -7410166 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27307 members 
Mstep: Class 2 contains 41424 members 
Entering Unmasked Estep 
Score: -7410174.000000 Penalty: 5524.425781
	Iteration 39Q: 3 clusters Score -7410174 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27324 members 
Mstep: Class 2 contains 41407 members 
Entering Unmasked Estep 
Score: -7410181.500000 Penalty: 5524.425781
	Iteration 40F: 3 clusters Score -7410182 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27342 members 
Mstep: Class 2 contains 41389 members 
Entering Unmasked Estep 
Score: -7410185.000000 Penalty: 5524.425781
	Iteration 41Q: 3 clusters Score -7410185 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27355 members 
Mstep: Class 2 contains 41376 members 
Entering Unmasked Estep 
Score: -7410191.000000 Penalty: 5524.425781
	Iteration 42Q: 3 clusters Score -7410191 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27364 members 
Mstep: Class 2 contains 41367 members 
Entering Unmasked Estep 
Score: -7410191.000000 Penalty: 5524.425781
	Iteration 43Q: 3 clusters Score -7410191 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27373 members 
Mstep: Class 2 contains 41358 members 
Entering Unmasked Estep 
Score: -7410195.000000 Penalty: 5524.425781
	Iteration 44Q: 3 clusters Score -7410195 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27378 members 
Mstep: Class 2 contains 41353 members 
Entering Unmasked Estep 
Score: -7410195.000000 Penalty: 5524.425781
	Iteration 45Q: 3 clusters Score -7410195 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27380 members 
Mstep: Class 2 contains 41351 members 
Entering Unmasked Estep 
Score: -7410197.500000 Penalty: 5524.425781
	Iteration 46Q: 3 clusters Score -7410198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27381 members 
Mstep: Class 2 contains 41350 members 
Entering Unmasked Estep 
Score: -7410194.500000 Penalty: 5524.425781
	Iteration 47Q: 3 clusters Score -7410194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27385 members 
Mstep: Class 2 contains 41346 members 
Entering Unmasked Estep 
Score: -7410191.000000 Penalty: 5524.425781
	Iteration 48Q: 3 clusters Score -7410191 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27387 members 
Mstep: Class 2 contains 41344 members 
Entering Unmasked Estep 
Score: -7410191.000000 Penalty: 5524.425781
	Iteration 49Q: 3 clusters Score -7410191 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27388 members 
Mstep: Class 2 contains 41343 members 
Entering Unmasked Estep 
Score: -7410185.500000 Penalty: 5524.425781
	Iteration 50Q: 3 clusters Score -7410186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27390 members 
Mstep: Class 2 contains 41341 members 
Entering Unmasked Estep 
Score: -7410190.000000 Penalty: 5524.425781
	Iteration 51Q: 3 clusters Score -7410190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27391 members 
Mstep: Class 2 contains 41340 members 
Entering Unmasked Estep 
Score: -7410190.000000 Penalty: 5524.425781
	Iteration 52Q: 3 clusters Score -7410190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27392 members 
Mstep: Class 2 contains 41339 members 
Entering Unmasked Estep 
Score: -7410191.000000 Penalty: 5524.425781
	Iteration 53Q: 3 clusters Score -7410191 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27392 members 
Mstep: Class 2 contains 41339 members 
Entering Unmasked Estep 
Score: -7410191.000000 Penalty: 5524.425781
	Iteration 54F: 3 clusters Score -7410191 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 25253 members 
Mstep: Class 2 contains 46675 members 
Mstep: Class 3 contains 3324 members 
Mstep: Class 4 contains 1723 members 
Mstep: Class 5 contains 245297 members 
Mstep: Class 6 contains 1278 members 
Mstep: Class 7 contains 5728 members 
Mstep: Class 8 contains 216525 members 
Mstep: Class 9 contains 95667 members 
Mstep: Class 10 contains 27392 members 
Mstep: Class 11 contains 9963 members 
Mstep: Class 12 contains 44464 members 
Mstep: Class 13 contains 1422 members 
Mstep: Class 14 contains 10605 members 
Mstep: Class 15 contains 7140 members 
Mstep: Class 16 contains 216543 members 
Mstep: Class 17 contains 1271 members 
Mstep: Class 18 contains 3398 members 
Mstep: Class 19 contains 1170 members 
Mstep: Class 20 contains 10526 members 
Mstep: Class 21 contains 27369 members 
Mstep: Class 22 contains 203148 members 
Mstep: Class 23 contains 9514 members 
Mstep: Class 24 contains 15531 members 
Mstep: Class 25 contains 7798 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 6592 members 
Mstep: Class 28 contains 9079 members 
Mstep: Class 29 contains 3531 members 
Mstep: Class 30 contains 3022 members 
Mstep: Class 31 contains 4694 members 
Mstep: Class 32 contains 50801 members 
Mstep: Class 33 contains 1334 members 
Mstep: Class 34 contains 41339 members 
Entering Unmasked Estep 
Score: -155599568.000000 Penalty: 119086.632812
Splitting cluster 10 changes total score from -155596352.000000 to -155599568.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 11 (9963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Entering Unmasked Estep 
Score: -1171990.750000 Penalty: 2283.245117
	Iteration 0F: 2 clusters Score -1171991 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -1164446.875000 Penalty: 4566.490234
	Iteration 0F: 3 clusters Score -1164447 nChanged 4028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -1166610.375000 Penalty: 4566.490234
	Iteration 1F: 3 clusters Score -1166610 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -1166921.625000 Penalty: 4566.490234
	Iteration 2F: 3 clusters Score -1166922 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -1167173.125000 Penalty: 4566.490234
	Iteration 3Q: 3 clusters Score -1167173 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -1167378.000000 Penalty: 4566.490234
	Iteration 4Q: 3 clusters Score -1167378 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -1167549.375000 Penalty: 4566.490234
	Iteration 5Q: 3 clusters Score -1167549 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -1167726.000000 Penalty: 4566.490234
	Iteration 6Q: 3 clusters Score -1167726 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -1167894.500000 Penalty: 4566.490234
	Iteration 7Q: 3 clusters Score -1167894 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -1168071.750000 Penalty: 4566.490234
	Iteration 8Q: 3 clusters Score -1168072 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -1168212.750000 Penalty: 4566.490234
	Iteration 9Q: 3 clusters Score -1168213 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -1168354.250000 Penalty: 4566.490234
	Iteration 10Q: 3 clusters Score -1168354 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -1168503.125000 Penalty: 4566.490234
	Iteration 11Q: 3 clusters Score -1168503 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -1168659.875000 Penalty: 4566.490234
	Iteration 12Q: 3 clusters Score -1168660 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -1168829.625000 Penalty: 4566.490234
	Iteration 13Q: 3 clusters Score -1168830 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -1169015.000000 Penalty: 4566.490234
	Iteration 14Q: 3 clusters Score -1169015 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -1169212.875000 Penalty: 4566.490234
	Iteration 15Q: 3 clusters Score -1169213 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1169426.625000 Penalty: 4566.490234
	Iteration 16Q: 3 clusters Score -1169427 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -1169635.125000 Penalty: 4566.490234
	Iteration 17Q: 3 clusters Score -1169635 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1169765.000000 Penalty: 4566.490234
	Iteration 18Q: 3 clusters Score -1169765 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1169833.250000 Penalty: 4566.490234
	Iteration 19Q: 3 clusters Score -1169833 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -1169888.125000 Penalty: 4566.490234
	Iteration 20F: 3 clusters Score -1169888 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1169920.500000 Penalty: 4566.490234
	Iteration 21Q: 3 clusters Score -1169920 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1169948.625000 Penalty: 4566.490234
	Iteration 22Q: 3 clusters Score -1169949 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1169971.625000 Penalty: 4566.490234
	Iteration 23Q: 3 clusters Score -1169972 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1169983.750000 Penalty: 4566.490234
	Iteration 24Q: 3 clusters Score -1169984 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1169997.250000 Penalty: 4566.490234
	Iteration 25Q: 3 clusters Score -1169997 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1170006.625000 Penalty: 4566.490234
	Iteration 26Q: 3 clusters Score -1170007 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1170016.625000 Penalty: 4566.490234
	Iteration 27Q: 3 clusters Score -1170017 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1170023.875000 Penalty: 4566.490234
	Iteration 28Q: 3 clusters Score -1170024 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1170030.625000 Penalty: 4566.490234
	Iteration 29Q: 3 clusters Score -1170031 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1170034.250000 Penalty: 4566.490234
	Iteration 30Q: 3 clusters Score -1170034 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1170035.250000 Penalty: 4566.490234
	Iteration 31Q: 3 clusters Score -1170035 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1170040.625000 Penalty: 4566.490234
	Iteration 32Q: 3 clusters Score -1170041 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1170044.125000 Penalty: 4566.490234
	Iteration 33Q: 3 clusters Score -1170044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1170046.250000 Penalty: 4566.490234
	Iteration 34Q: 3 clusters Score -1170046 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1170047.250000 Penalty: 4566.490234
	Iteration 35Q: 3 clusters Score -1170047 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1170049.375000 Penalty: 4566.490234
	Iteration 36Q: 3 clusters Score -1170049 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1170052.500000 Penalty: 4566.490234
	Iteration 37Q: 3 clusters Score -1170052 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1170056.125000 Penalty: 4566.490234
	Iteration 38Q: 3 clusters Score -1170056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1170058.625000 Penalty: 4566.490234
	Iteration 39Q: 3 clusters Score -1170059 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1170060.750000 Penalty: 4566.490234
	Iteration 40F: 3 clusters Score -1170061 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1170060.625000 Penalty: 4566.490234
	Iteration 41Q: 3 clusters Score -1170061 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1170060.875000 Penalty: 4566.490234
	Iteration 42Q: 3 clusters Score -1170061 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1170059.875000 Penalty: 4566.490234
	Iteration 43Q: 3 clusters Score -1170060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1170062.750000 Penalty: 4566.490234
	Iteration 44Q: 3 clusters Score -1170063 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1170063.625000 Penalty: 4566.490234
	Iteration 45Q: 3 clusters Score -1170064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1170063.000000 Penalty: 4566.490234
	Iteration 46Q: 3 clusters Score -1170063 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1170063.250000 Penalty: 4566.490234
	Iteration 47Q: 3 clusters Score -1170063 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1170063.250000 Penalty: 4566.490234
	Iteration 48F: 3 clusters Score -1170063 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (44464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44464 members 
Entering Unmasked Estep 
Score: -5171524.000000 Penalty: 2654.204102
	Iteration 0F: 2 clusters Score -5171524 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22084 members 
Mstep: Class 2 contains 22380 members 
Entering Unmasked Estep 
Score: -5141468.500000 Penalty: 5308.408203
	Iteration 0F: 3 clusters Score -5141468 nChanged 20375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20923 members 
Mstep: Class 2 contains 23541 members 
Entering Unmasked Estep 
Score: -5152655.000000 Penalty: 5308.408203
	Iteration 1F: 3 clusters Score -5152655 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20052 members 
Mstep: Class 2 contains 24412 members 
Entering Unmasked Estep 
Score: -5153508.000000 Penalty: 5308.408203
	Iteration 2Q: 3 clusters Score -5153508 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18795 members 
Mstep: Class 2 contains 25669 members 
Entering Unmasked Estep 
Score: -5154529.500000 Penalty: 5308.408203
	Iteration 3Q: 3 clusters Score -5154530 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16860 members 
Mstep: Class 2 contains 27604 members 
Entering Unmasked Estep 
Score: -5156243.000000 Penalty: 5308.408203
	Iteration 4F: 3 clusters Score -5156243 nChanged 3483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14103 members 
Mstep: Class 2 contains 30361 members 
Entering Unmasked Estep 
Score: -5159076.000000 Penalty: 5308.408203
	Iteration 5F: 3 clusters Score -5159076 nChanged 3878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 33523 members 
Entering Unmasked Estep 
Score: -5162536.000000 Penalty: 5308.408203
	Iteration 6F: 3 clusters Score -5162536 nChanged 3331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 36182 members 
Entering Unmasked Estep 
Score: -5165538.500000 Penalty: 5308.408203
	Iteration 7F: 3 clusters Score -5165538 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 37986 members 
Entering Unmasked Estep 
Score: -5167351.500000 Penalty: 5308.408203
	Iteration 8F: 3 clusters Score -5167352 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 39110 members 
Entering Unmasked Estep 
Score: -5168293.500000 Penalty: 5308.408203
	Iteration 9Q: 3 clusters Score -5168294 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 39840 members 
Entering Unmasked Estep 
Score: -5168909.500000 Penalty: 5308.408203
	Iteration 10Q: 3 clusters Score -5168910 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 40357 members 
Entering Unmasked Estep 
Score: -5169281.000000 Penalty: 5308.408203
	Iteration 11Q: 3 clusters Score -5169281 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 40689 members 
Entering Unmasked Estep 
Score: -5169518.000000 Penalty: 5308.408203
	Iteration 12Q: 3 clusters Score -5169518 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 40940 members 
Entering Unmasked Estep 
Score: -5169680.000000 Penalty: 5308.408203
	Iteration 13Q: 3 clusters Score -5169680 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 41136 members 
Entering Unmasked Estep 
Score: -5169793.500000 Penalty: 5308.408203
	Iteration 14Q: 3 clusters Score -5169794 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 41274 members 
Entering Unmasked Estep 
Score: -5169858.000000 Penalty: 5308.408203
	Iteration 15Q: 3 clusters Score -5169858 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 41398 members 
Entering Unmasked Estep 
Score: -5169891.500000 Penalty: 5308.408203
	Iteration 16Q: 3 clusters Score -5169892 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 41488 members 
Entering Unmasked Estep 
Score: -5169911.500000 Penalty: 5308.408203
	Iteration 17Q: 3 clusters Score -5169912 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 41565 members 
Entering Unmasked Estep 
Score: -5169931.000000 Penalty: 5308.408203
	Iteration 18Q: 3 clusters Score -5169931 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 41615 members 
Entering Unmasked Estep 
Score: -5169942.500000 Penalty: 5308.408203
	Iteration 19Q: 3 clusters Score -5169942 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 41655 members 
Entering Unmasked Estep 
Score: -5169949.000000 Penalty: 5308.408203
	Iteration 20F: 3 clusters Score -5169949 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 41688 members 
Entering Unmasked Estep 
Score: -5169957.000000 Penalty: 5308.408203
	Iteration 21Q: 3 clusters Score -5169957 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 41715 members 
Entering Unmasked Estep 
Score: -5169955.000000 Penalty: 5308.408203
	Iteration 22Q: 3 clusters Score -5169955 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 41738 members 
Entering Unmasked Estep 
Score: -5169967.500000 Penalty: 5308.408203
	Iteration 23Q: 3 clusters Score -5169968 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 41761 members 
Entering Unmasked Estep 
Score: -5169967.000000 Penalty: 5308.408203
	Iteration 24Q: 3 clusters Score -5169967 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 41777 members 
Entering Unmasked Estep 
Score: -5169974.500000 Penalty: 5308.408203
	Iteration 25Q: 3 clusters Score -5169974 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 41791 members 
Entering Unmasked Estep 
Score: -5169980.000000 Penalty: 5308.408203
	Iteration 26Q: 3 clusters Score -5169980 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 41802 members 
Entering Unmasked Estep 
Score: -5169984.000000 Penalty: 5308.408203
	Iteration 27Q: 3 clusters Score -5169984 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 41815 members 
Entering Unmasked Estep 
Score: -5169986.000000 Penalty: 5308.408203
	Iteration 28Q: 3 clusters Score -5169986 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 41827 members 
Entering Unmasked Estep 
Score: -5169976.500000 Penalty: 5308.408203
	Iteration 29Q: 3 clusters Score -5169976 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 41841 members 
Entering Unmasked Estep 
Score: -5169987.000000 Penalty: 5308.408203
	Iteration 30Q: 3 clusters Score -5169987 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 41853 members 
Entering Unmasked Estep 
Score: -5169983.500000 Penalty: 5308.408203
	Iteration 31Q: 3 clusters Score -5169984 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 41858 members 
Entering Unmasked Estep 
Score: -5169977.500000 Penalty: 5308.408203
	Iteration 32Q: 3 clusters Score -5169978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 41861 members 
Entering Unmasked Estep 
Score: -5169979.000000 Penalty: 5308.408203
	Iteration 33Q: 3 clusters Score -5169979 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 41863 members 
Entering Unmasked Estep 
Score: -5169984.000000 Penalty: 5308.408203
	Iteration 34Q: 3 clusters Score -5169984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 41864 members 
Entering Unmasked Estep 
Score: -5169980.000000 Penalty: 5308.408203
	Iteration 35Q: 3 clusters Score -5169980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 41867 members 
Entering Unmasked Estep 
Score: -5169981.500000 Penalty: 5308.408203
	Iteration 36Q: 3 clusters Score -5169982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 41868 members 
Entering Unmasked Estep 
Score: -5169979.500000 Penalty: 5308.408203
	Iteration 37Q: 3 clusters Score -5169980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 41869 members 
Entering Unmasked Estep 
Score: -5169983.500000 Penalty: 5308.408203
	Iteration 38Q: 3 clusters Score -5169984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 41870 members 
Entering Unmasked Estep 
Score: -5169985.000000 Penalty: 5308.408203
	Iteration 39Q: 3 clusters Score -5169985 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 41871 members 
Entering Unmasked Estep 
Score: -5169986.500000 Penalty: 5308.408203
	Iteration 40F: 3 clusters Score -5169986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 41874 members 
Entering Unmasked Estep 
Score: -5169982.500000 Penalty: 5308.408203
	Iteration 41Q: 3 clusters Score -5169982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 41877 members 
Entering Unmasked Estep 
Score: -5169982.500000 Penalty: 5308.408203
	Iteration 42Q: 3 clusters Score -5169982 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 41877 members 
Entering Unmasked Estep 
Score: -5169982.500000 Penalty: 5308.408203
	Iteration 43F: 3 clusters Score -5169982 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Entering Unmasked Estep 
Score: -150066.093750 Penalty: 1800.435181
	Iteration 0F: 2 clusters Score -150066.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -147811.250000 Penalty: 3600.870361
	Iteration 0F: 3 clusters Score -147811.2 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -148203.296875 Penalty: 3600.870361
	Iteration 1F: 3 clusters Score -148203.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -148319.375000 Penalty: 3600.870361
	Iteration 2F: 3 clusters Score -148319.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -148388.890625 Penalty: 3600.870361
	Iteration 3Q: 3 clusters Score -148388.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -148425.781250 Penalty: 3600.870361
	Iteration 4Q: 3 clusters Score -148425.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -148450.968750 Penalty: 3600.870361
	Iteration 5Q: 3 clusters Score -148451 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -148466.593750 Penalty: 3600.870361
	Iteration 6Q: 3 clusters Score -148466.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -148486.062500 Penalty: 3600.870361
	Iteration 7Q: 3 clusters Score -148486.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -148498.718750 Penalty: 3600.870361
	Iteration 8Q: 3 clusters Score -148498.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -148514.218750 Penalty: 3600.870361
	Iteration 9Q: 3 clusters Score -148514.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -148522.281250 Penalty: 3600.870361
	Iteration 10Q: 3 clusters Score -148522.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -148525.968750 Penalty: 3600.870361
	Iteration 11Q: 3 clusters Score -148526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -148528.187500 Penalty: 3600.870361
	Iteration 12Q: 3 clusters Score -148528.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -148528.296875 Penalty: 3600.870361
	Iteration 13Q: 3 clusters Score -148528.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -148529.468750 Penalty: 3600.870361
	Iteration 14Q: 3 clusters Score -148529.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -148532.250000 Penalty: 3600.870361
	Iteration 15Q: 3 clusters Score -148532.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -148536.265625 Penalty: 3600.870361
	Iteration 16Q: 3 clusters Score -148536.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -148541.531250 Penalty: 3600.870361
	Iteration 17Q: 3 clusters Score -148541.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -148545.156250 Penalty: 3600.870361
	Iteration 18Q: 3 clusters Score -148545.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -148546.718750 Penalty: 3600.870361
	Iteration 19Q: 3 clusters Score -148546.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -148546.968750 Penalty: 3600.870361
	Iteration 20F: 3 clusters Score -148547 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Entering Unmasked Estep 
Score: -1169593.250000 Penalty: 2298.732178
	Iteration 0F: 2 clusters Score -1169593 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -1161451.000000 Penalty: 4597.464355
	Iteration 0F: 3 clusters Score -1161451 nChanged 4467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -1163989.500000 Penalty: 4597.464355
	Iteration 1F: 3 clusters Score -1163990 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -1164627.250000 Penalty: 4597.464355
	Iteration 2F: 3 clusters Score -1164627 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -1165415.500000 Penalty: 4597.464355
	Iteration 3F: 3 clusters Score -1165416 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -1166185.625000 Penalty: 4597.464355
	Iteration 4F: 3 clusters Score -1166186 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -1166757.125000 Penalty: 4597.464355
	Iteration 5F: 3 clusters Score -1166757 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -1167124.250000 Penalty: 4597.464355
	Iteration 6F: 3 clusters Score -1167124 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -1167350.875000 Penalty: 4597.464355
	Iteration 7Q: 3 clusters Score -1167351 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -1167496.250000 Penalty: 4597.464355
	Iteration 8Q: 3 clusters Score -1167496 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -1167571.125000 Penalty: 4597.464355
	Iteration 9Q: 3 clusters Score -1167571 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -1167612.125000 Penalty: 4597.464355
	Iteration 10Q: 3 clusters Score -1167612 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -1167628.375000 Penalty: 4597.464355
	Iteration 11Q: 3 clusters Score -1167628 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -1167637.625000 Penalty: 4597.464355
	Iteration 12Q: 3 clusters Score -1167638 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -1167647.250000 Penalty: 4597.464355
	Iteration 13Q: 3 clusters Score -1167647 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -1167651.000000 Penalty: 4597.464355
	Iteration 14Q: 3 clusters Score -1167651 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -1167657.375000 Penalty: 4597.464355
	Iteration 15Q: 3 clusters Score -1167657 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -1167661.500000 Penalty: 4597.464355
	Iteration 16Q: 3 clusters Score -1167662 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -1167665.000000 Penalty: 4597.464355
	Iteration 17Q: 3 clusters Score -1167665 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -1167663.875000 Penalty: 4597.464355
	Iteration 18Q: 3 clusters Score -1167664 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -1167664.875000 Penalty: 4597.464355
	Iteration 19Q: 3 clusters Score -1167665 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -1167664.500000 Penalty: 4597.464355
	Iteration 20F: 3 clusters Score -1167664 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -1167671.750000 Penalty: 4597.464355
	Iteration 21Q: 3 clusters Score -1167672 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -1167672.000000 Penalty: 4597.464355
	Iteration 22Q: 3 clusters Score -1167672 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -1167676.375000 Penalty: 4597.464355
	Iteration 23Q: 3 clusters Score -1167676 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -1167675.375000 Penalty: 4597.464355
	Iteration 24Q: 3 clusters Score -1167675 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -1167676.000000 Penalty: 4597.464355
	Iteration 25Q: 3 clusters Score -1167676 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -1167681.625000 Penalty: 4597.464355
	Iteration 26Q: 3 clusters Score -1167682 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -1167683.125000 Penalty: 4597.464355
	Iteration 27Q: 3 clusters Score -1167683 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -1167686.375000 Penalty: 4597.464355
	Iteration 28Q: 3 clusters Score -1167686 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -1167687.250000 Penalty: 4597.464355
	Iteration 29Q: 3 clusters Score -1167687 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -1167690.000000 Penalty: 4597.464355
	Iteration 30Q: 3 clusters Score -1167690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -1167689.000000 Penalty: 4597.464355
	Iteration 31Q: 3 clusters Score -1167689 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -1167690.250000 Penalty: 4597.464355
	Iteration 32Q: 3 clusters Score -1167690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -1167690.375000 Penalty: 4597.464355
	Iteration 33Q: 3 clusters Score -1167690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -1167689.750000 Penalty: 4597.464355
	Iteration 34Q: 3 clusters Score -1167690 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -1167689.750000 Penalty: 4597.464355
	Iteration 35F: 3 clusters Score -1167690 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (7140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Entering Unmasked Estep 
Score: -805363.812500 Penalty: 2200.620117
	Iteration 0F: 2 clusters Score -805363.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -799539.500000 Penalty: 4401.240234
	Iteration 0F: 3 clusters Score -799539.5 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -801115.250000 Penalty: 4401.240234
	Iteration 1F: 3 clusters Score -801115.2 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -801402.812500 Penalty: 4401.240234
	Iteration 2F: 3 clusters Score -801402.8 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -801601.812500 Penalty: 4401.240234
	Iteration 3F: 3 clusters Score -801601.8 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -801745.000000 Penalty: 4401.240234
	Iteration 4Q: 3 clusters Score -801745 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -801869.562500 Penalty: 4401.240234
	Iteration 5Q: 3 clusters Score -801869.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -801996.187500 Penalty: 4401.240234
	Iteration 6Q: 3 clusters Score -801996.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -802108.250000 Penalty: 4401.240234
	Iteration 7Q: 3 clusters Score -802108.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -802213.000000 Penalty: 4401.240234
	Iteration 8Q: 3 clusters Score -802213 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -802313.187500 Penalty: 4401.240234
	Iteration 9Q: 3 clusters Score -802313.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -802418.500000 Penalty: 4401.240234
	Iteration 10Q: 3 clusters Score -802418.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -802524.187500 Penalty: 4401.240234
	Iteration 11Q: 3 clusters Score -802524.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -802628.562500 Penalty: 4401.240234
	Iteration 12Q: 3 clusters Score -802628.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -802716.187500 Penalty: 4401.240234
	Iteration 13Q: 3 clusters Score -802716.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -802824.750000 Penalty: 4401.240234
	Iteration 14Q: 3 clusters Score -802824.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -802930.125000 Penalty: 4401.240234
	Iteration 15Q: 3 clusters Score -802930.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -803017.937500 Penalty: 4401.240234
	Iteration 16Q: 3 clusters Score -803017.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -803100.437500 Penalty: 4401.240234
	Iteration 17Q: 3 clusters Score -803100.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -803183.750000 Penalty: 4401.240234
	Iteration 18Q: 3 clusters Score -803183.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -803273.187500 Penalty: 4401.240234
	Iteration 19Q: 3 clusters Score -803273.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -803364.312500 Penalty: 4401.240234
	Iteration 20F: 3 clusters Score -803364.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -803435.062500 Penalty: 4401.240234
	Iteration 21Q: 3 clusters Score -803435.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -803501.937500 Penalty: 4401.240234
	Iteration 22Q: 3 clusters Score -803501.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -803554.750000 Penalty: 4401.240234
	Iteration 23Q: 3 clusters Score -803554.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -803584.812500 Penalty: 4401.240234
	Iteration 24Q: 3 clusters Score -803584.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -803609.062500 Penalty: 4401.240234
	Iteration 25Q: 3 clusters Score -803609.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -803638.312500 Penalty: 4401.240234
	Iteration 26Q: 3 clusters Score -803638.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -803660.125000 Penalty: 4401.240234
	Iteration 27Q: 3 clusters Score -803660.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -803674.375000 Penalty: 4401.240234
	Iteration 28Q: 3 clusters Score -803674.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -803697.437500 Penalty: 4401.240234
	Iteration 29Q: 3 clusters Score -803697.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -803731.937500 Penalty: 4401.240234
	Iteration 30Q: 3 clusters Score -803731.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -803749.250000 Penalty: 4401.240234
	Iteration 31Q: 3 clusters Score -803749.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -803762.500000 Penalty: 4401.240234
	Iteration 32Q: 3 clusters Score -803762.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -803776.187500 Penalty: 4401.240234
	Iteration 33Q: 3 clusters Score -803776.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -803782.687500 Penalty: 4401.240234
	Iteration 34Q: 3 clusters Score -803782.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -803792.250000 Penalty: 4401.240234
	Iteration 35Q: 3 clusters Score -803792.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -803793.250000 Penalty: 4401.240234
	Iteration 36Q: 3 clusters Score -803793.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -803796.375000 Penalty: 4401.240234
	Iteration 37Q: 3 clusters Score -803796.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -803799.625000 Penalty: 4401.240234
	Iteration 38Q: 3 clusters Score -803799.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -803802.500000 Penalty: 4401.240234
	Iteration 39Q: 3 clusters Score -803802.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -803803.937500 Penalty: 4401.240234
	Iteration 40F: 3 clusters Score -803803.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -803804.812500 Penalty: 4401.240234
	Iteration 41Q: 3 clusters Score -803804.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -803805.500000 Penalty: 4401.240234
	Iteration 42Q: 3 clusters Score -803805.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -803808.062500 Penalty: 4401.240234
	Iteration 43Q: 3 clusters Score -803808.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -803809.312500 Penalty: 4401.240234
	Iteration 44Q: 3 clusters Score -803809.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -803810.812500 Penalty: 4401.240234
	Iteration 45Q: 3 clusters Score -803810.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -803812.375000 Penalty: 4401.240234
	Iteration 46Q: 3 clusters Score -803812.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -803812.625000 Penalty: 4401.240234
	Iteration 47Q: 3 clusters Score -803812.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -803812.625000 Penalty: 4401.240234
	Iteration 48F: 3 clusters Score -803812.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (216543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216543 members 
Entering Unmasked Estep 
Score: -26137378.000000 Penalty: 3046.814941
	Iteration 0F: 2 clusters Score -2.613738e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108017 members 
Mstep: Class 2 contains 108526 members 
Entering Unmasked Estep 
Score: -26005736.000000 Penalty: 6093.629883
	Iteration 0F: 3 clusters Score -2.600574e+07 nChanged 104062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102599 members 
Mstep: Class 2 contains 113944 members 
Entering Unmasked Estep 
Score: -26067070.000000 Penalty: 6093.629883
	Iteration 1F: 3 clusters Score -2.606707e+07 nChanged 6360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98899 members 
Mstep: Class 2 contains 117644 members 
Entering Unmasked Estep 
Score: -26068386.000000 Penalty: 6093.629883
	Iteration 2Q: 3 clusters Score -2.606839e+07 nChanged 7486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93327 members 
Mstep: Class 2 contains 123216 members 
Entering Unmasked Estep 
Score: -26070836.000000 Penalty: 6093.629883
	Iteration 3Q: 3 clusters Score -2.607084e+07 nChanged 9846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84905 members 
Mstep: Class 2 contains 131638 members 
Entering Unmasked Estep 
Score: -26074858.000000 Penalty: 6093.629883
	Iteration 4Q: 3 clusters Score -2.607486e+07 nChanged 13329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72722 members 
Mstep: Class 2 contains 143821 members 
Entering Unmasked Estep 
Score: -26082612.000000 Penalty: 6093.629883
	Iteration 5F: 3 clusters Score -2.608261e+07 nChanged 16922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56594 members 
Mstep: Class 2 contains 159949 members 
Entering Unmasked Estep 
Score: -26094580.000000 Penalty: 6093.629883
	Iteration 6F: 3 clusters Score -2.609458e+07 nChanged 19455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37571 members 
Mstep: Class 2 contains 178972 members 
Entering Unmasked Estep 
Score: -26107978.000000 Penalty: 6093.629883
	Iteration 7F: 3 clusters Score -2.610798e+07 nChanged 17070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20675 members 
Mstep: Class 2 contains 195868 members 
Entering Unmasked Estep 
Score: -26118836.000000 Penalty: 6093.629883
	Iteration 8F: 3 clusters Score -2.611884e+07 nChanged 10949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 206767 members 
Entering Unmasked Estep 
Score: -26126296.000000 Penalty: 6093.629883
	Iteration 9F: 3 clusters Score -2.61263e+07 nChanged 5623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 212386 members 
Entering Unmasked Estep 
Score: -26131008.000000 Penalty: 6093.629883
	Iteration 10Q: 3 clusters Score -2.613101e+07 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 214825 members 
Entering Unmasked Estep 
Score: -26132982.000000 Penalty: 6093.629883
	Iteration 11Q: 3 clusters Score -2.613298e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 215743 members 
Entering Unmasked Estep 
Score: -26133968.000000 Penalty: 6093.629883
	Iteration 12Q: 3 clusters Score -2.613397e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 216053 members 
Entering Unmasked Estep 
Score: -26134306.000000 Penalty: 6093.629883
	Iteration 13Q: 3 clusters Score -2.613431e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 216161 members 
Entering Unmasked Estep 
Score: -26134482.000000 Penalty: 6093.629883
	Iteration 14Q: 3 clusters Score -2.613448e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 216194 members 
Entering Unmasked Estep 
Score: -26134548.000000 Penalty: 6093.629883
	Iteration 15Q: 3 clusters Score -2.613455e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 216212 members 
Entering Unmasked Estep 
Score: -26134608.000000 Penalty: 6093.629883
	Iteration 16Q: 3 clusters Score -2.613461e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 216219 members 
Entering Unmasked Estep 
Score: -26134618.000000 Penalty: 6093.629883
	Iteration 17Q: 3 clusters Score -2.613462e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 216223 members 
Entering Unmasked Estep 
Score: -26134624.000000 Penalty: 6093.629883
	Iteration 18Q: 3 clusters Score -2.613462e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 216229 members 
Entering Unmasked Estep 
Score: -26134606.000000 Penalty: 6093.629883
	Iteration 19Q: 3 clusters Score -2.613461e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 216237 members 
Entering Unmasked Estep 
Score: -26134616.000000 Penalty: 6093.629883
	Iteration 20F: 3 clusters Score -2.613462e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 216236 members 
Entering Unmasked Estep 
Score: -26134636.000000 Penalty: 6093.629883
	Iteration 21Q: 3 clusters Score -2.613464e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 216238 members 
Entering Unmasked Estep 
Score: -26134634.000000 Penalty: 6093.629883
	Iteration 22Q: 3 clusters Score -2.613463e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 216240 members 
Entering Unmasked Estep 
Score: -26134626.000000 Penalty: 6093.629883
	Iteration 23Q: 3 clusters Score -2.613463e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 216240 members 
Entering Unmasked Estep 
Score: -26134626.000000 Penalty: 6093.629883
	Iteration 24F: 3 clusters Score -2.613463e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Entering Unmasked Estep 
Score: -138609.359375 Penalty: 1772.594727
	Iteration 0F: 2 clusters Score -138609.4 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 628 members 
Entering Unmasked Estep 
Score: -136503.375000 Penalty: 3545.189453
	Iteration 0F: 3 clusters Score -136503.4 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -136895.187500 Penalty: 3545.189453
	Iteration 1F: 3 clusters Score -136895.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -137070.875000 Penalty: 3545.189453
	Iteration 2F: 3 clusters Score -137070.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -137353.703125 Penalty: 3545.189453
	Iteration 3F: 3 clusters Score -137353.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -137799.968750 Penalty: 3545.189453
	Iteration 4F: 3 clusters Score -137800 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -138118.421875 Penalty: 3545.189453
	Iteration 5F: 3 clusters Score -138118.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -138287.500000 Penalty: 3545.189453
	Iteration 6F: 3 clusters Score -138287.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -138416.859375 Penalty: 3545.189453
	Iteration 7Q: 3 clusters Score -138416.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -138499.375000 Penalty: 3545.189453
	Iteration 8Q: 3 clusters Score -138499.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -138526.234375 Penalty: 3545.189453
	Iteration 9Q: 3 clusters Score -138526.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -138540.953125 Penalty: 3545.189453
	Iteration 10Q: 3 clusters Score -138541 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -138548.328125 Penalty: 3545.189453
	Iteration 11Q: 3 clusters Score -138548.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -138549.484375 Penalty: 3545.189453
	Iteration 12Q: 3 clusters Score -138549.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -138551.500000 Penalty: 3545.189453
	Iteration 13Q: 3 clusters Score -138551.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -138552.140625 Penalty: 3545.189453
	Iteration 14Q: 3 clusters Score -138552.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -138552.140625 Penalty: 3545.189453
	Iteration 15F: 3 clusters Score -138552.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Entering Unmasked Estep 
Score: -388776.125000 Penalty: 2016.473755
	Iteration 0F: 2 clusters Score -388776.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -385278.875000 Penalty: 4032.947510
	Iteration 0F: 3 clusters Score -385278.9 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -386024.687500 Penalty: 4032.947510
	Iteration 1F: 3 clusters Score -386024.7 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -386200.875000 Penalty: 4032.947510
	Iteration 2F: 3 clusters Score -386200.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -386306.000000 Penalty: 4032.947510
	Iteration 3Q: 3 clusters Score -386306 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -386401.343750 Penalty: 4032.947510
	Iteration 4Q: 3 clusters Score -386401.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -386477.593750 Penalty: 4032.947510
	Iteration 5Q: 3 clusters Score -386477.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -386536.781250 Penalty: 4032.947510
	Iteration 6Q: 3 clusters Score -386536.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -386603.656250 Penalty: 4032.947510
	Iteration 7Q: 3 clusters Score -386603.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -386675.218750 Penalty: 4032.947510
	Iteration 8Q: 3 clusters Score -386675.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -386758.937500 Penalty: 4032.947510
	Iteration 9Q: 3 clusters Score -386758.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -386836.656250 Penalty: 4032.947510
	Iteration 10Q: 3 clusters Score -386836.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -386926.343750 Penalty: 4032.947510
	Iteration 11Q: 3 clusters Score -386926.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -387016.281250 Penalty: 4032.947510
	Iteration 12Q: 3 clusters Score -387016.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -387091.781250 Penalty: 4032.947510
	Iteration 13Q: 3 clusters Score -387091.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -387165.937500 Penalty: 4032.947510
	Iteration 14Q: 3 clusters Score -387165.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -387232.812500 Penalty: 4032.947510
	Iteration 15Q: 3 clusters Score -387232.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -387277.625000 Penalty: 4032.947510
	Iteration 16Q: 3 clusters Score -387277.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -387322.968750 Penalty: 4032.947510
	Iteration 17Q: 3 clusters Score -387323 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -387348.218750 Penalty: 4032.947510
	Iteration 18Q: 3 clusters Score -387348.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -387365.812500 Penalty: 4032.947510
	Iteration 19Q: 3 clusters Score -387365.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -387384.312500 Penalty: 4032.947510
	Iteration 20F: 3 clusters Score -387384.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -387396.781250 Penalty: 4032.947510
	Iteration 21Q: 3 clusters Score -387396.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -387407.250000 Penalty: 4032.947510
	Iteration 22Q: 3 clusters Score -387407.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -387413.000000 Penalty: 4032.947510
	Iteration 23Q: 3 clusters Score -387413 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -387418.343750 Penalty: 4032.947510
	Iteration 24Q: 3 clusters Score -387418.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -387419.718750 Penalty: 4032.947510
	Iteration 25Q: 3 clusters Score -387419.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -387422.593750 Penalty: 4032.947510
	Iteration 26Q: 3 clusters Score -387422.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -387424.437500 Penalty: 4032.947510
	Iteration 27Q: 3 clusters Score -387424.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -387424.437500 Penalty: 4032.947510
	Iteration 28Q: 3 clusters Score -387424.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -387424.437500 Penalty: 4032.947510
	Iteration 29F: 3 clusters Score -387424.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Entering Unmasked Estep 
Score: -122931.187500 Penalty: 1752.060303
	Iteration 0F: 2 clusters Score -122931.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -120922.125000 Penalty: 3504.120605
	Iteration 0F: 3 clusters Score -120922.1 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -121504.710938 Penalty: 3504.120605
	Iteration 1F: 3 clusters Score -121504.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -121670.328125 Penalty: 3504.120605
	Iteration 2F: 3 clusters Score -121670.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -121786.914062 Penalty: 3504.120605
	Iteration 3Q: 3 clusters Score -121786.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -121902.156250 Penalty: 3504.120605
	Iteration 4Q: 3 clusters Score -121902.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -121969.742188 Penalty: 3504.120605
	Iteration 5Q: 3 clusters Score -121969.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -122022.406250 Penalty: 3504.120605
	Iteration 6Q: 3 clusters Score -122022.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -122080.617188 Penalty: 3504.120605
	Iteration 7Q: 3 clusters Score -122080.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -122108.898438 Penalty: 3504.120605
	Iteration 8Q: 3 clusters Score -122108.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -122134.195312 Penalty: 3504.120605
	Iteration 9Q: 3 clusters Score -122134.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -122165.492188 Penalty: 3504.120605
	Iteration 10Q: 3 clusters Score -122165.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -122194.101562 Penalty: 3504.120605
	Iteration 11Q: 3 clusters Score -122194.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -122217.882812 Penalty: 3504.120605
	Iteration 12Q: 3 clusters Score -122217.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -122243.203125 Penalty: 3504.120605
	Iteration 13Q: 3 clusters Score -122243.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -122273.546875 Penalty: 3504.120605
	Iteration 14Q: 3 clusters Score -122273.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -122296.382812 Penalty: 3504.120605
	Iteration 15Q: 3 clusters Score -122296.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -122323.242188 Penalty: 3504.120605
	Iteration 16Q: 3 clusters Score -122323.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -122327.234375 Penalty: 3504.120605
	Iteration 17Q: 3 clusters Score -122327.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -122328.523438 Penalty: 3504.120605
	Iteration 18Q: 3 clusters Score -122328.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -122331.515625 Penalty: 3504.120605
	Iteration 19Q: 3 clusters Score -122331.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -122337.867188 Penalty: 3504.120605
	Iteration 20F: 3 clusters Score -122337.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -122340.140625 Penalty: 3504.120605
	Iteration 21Q: 3 clusters Score -122340.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -122342.328125 Penalty: 3504.120605
	Iteration 22Q: 3 clusters Score -122342.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -122343.468750 Penalty: 3504.120605
	Iteration 23Q: 3 clusters Score -122343.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -122344.804688 Penalty: 3504.120605
	Iteration 24Q: 3 clusters Score -122344.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -122346.507812 Penalty: 3504.120605
	Iteration 25Q: 3 clusters Score -122346.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -122346.507812 Penalty: 3504.120605
	Iteration 26F: 3 clusters Score -122346.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (10526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Entering Unmasked Estep 
Score: -1205819.500000 Penalty: 2296.877686
	Iteration 0F: 2 clusters Score -1205820 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -1197813.750000 Penalty: 4593.755371
	Iteration 0F: 3 clusters Score -1197814 nChanged 4417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -1200287.500000 Penalty: 4593.755371
	Iteration 1F: 3 clusters Score -1200288 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -1200784.375000 Penalty: 4593.755371
	Iteration 2F: 3 clusters Score -1200784 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1201212.125000 Penalty: 4593.755371
	Iteration 3F: 3 clusters Score -1201212 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -1201608.125000 Penalty: 4593.755371
	Iteration 4F: 3 clusters Score -1201608 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -1202002.500000 Penalty: 4593.755371
	Iteration 5F: 3 clusters Score -1202002 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -1202345.125000 Penalty: 4593.755371
	Iteration 6F: 3 clusters Score -1202345 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -1202675.125000 Penalty: 4593.755371
	Iteration 7Q: 3 clusters Score -1202675 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -1202980.250000 Penalty: 4593.755371
	Iteration 8Q: 3 clusters Score -1202980 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -1203200.250000 Penalty: 4593.755371
	Iteration 9Q: 3 clusters Score -1203200 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -1203392.000000 Penalty: 4593.755371
	Iteration 10Q: 3 clusters Score -1203392 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -1203528.375000 Penalty: 4593.755371
	Iteration 11Q: 3 clusters Score -1203528 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -1203613.750000 Penalty: 4593.755371
	Iteration 12Q: 3 clusters Score -1203614 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -1203676.500000 Penalty: 4593.755371
	Iteration 13Q: 3 clusters Score -1203676 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -1203743.375000 Penalty: 4593.755371
	Iteration 14Q: 3 clusters Score -1203743 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1203805.625000 Penalty: 4593.755371
	Iteration 15Q: 3 clusters Score -1203806 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -1203865.125000 Penalty: 4593.755371
	Iteration 16Q: 3 clusters Score -1203865 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -1203934.500000 Penalty: 4593.755371
	Iteration 17Q: 3 clusters Score -1203934 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -1203988.750000 Penalty: 4593.755371
	Iteration 18Q: 3 clusters Score -1203989 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1204038.500000 Penalty: 4593.755371
	Iteration 19Q: 3 clusters Score -1204038 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1204085.250000 Penalty: 4593.755371
	Iteration 20F: 3 clusters Score -1204085 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1204121.000000 Penalty: 4593.755371
	Iteration 21Q: 3 clusters Score -1204121 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1204159.000000 Penalty: 4593.755371
	Iteration 22Q: 3 clusters Score -1204159 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1204182.125000 Penalty: 4593.755371
	Iteration 23Q: 3 clusters Score -1204182 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1204206.500000 Penalty: 4593.755371
	Iteration 24Q: 3 clusters Score -1204206 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1204220.125000 Penalty: 4593.755371
	Iteration 25Q: 3 clusters Score -1204220 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1204243.625000 Penalty: 4593.755371
	Iteration 26Q: 3 clusters Score -1204244 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1204261.125000 Penalty: 4593.755371
	Iteration 27Q: 3 clusters Score -1204261 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1204277.125000 Penalty: 4593.755371
	Iteration 28Q: 3 clusters Score -1204277 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1204286.375000 Penalty: 4593.755371
	Iteration 29Q: 3 clusters Score -1204286 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1204294.000000 Penalty: 4593.755371
	Iteration 30Q: 3 clusters Score -1204294 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1204299.625000 Penalty: 4593.755371
	Iteration 31Q: 3 clusters Score -1204300 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1204304.250000 Penalty: 4593.755371
	Iteration 32Q: 3 clusters Score -1204304 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1204310.375000 Penalty: 4593.755371
	Iteration 33Q: 3 clusters Score -1204310 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1204315.000000 Penalty: 4593.755371
	Iteration 34Q: 3 clusters Score -1204315 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1204318.750000 Penalty: 4593.755371
	Iteration 35Q: 3 clusters Score -1204319 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1204321.750000 Penalty: 4593.755371
	Iteration 36Q: 3 clusters Score -1204322 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1204327.500000 Penalty: 4593.755371
	Iteration 37Q: 3 clusters Score -1204328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1204330.875000 Penalty: 4593.755371
	Iteration 38Q: 3 clusters Score -1204331 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1204331.750000 Penalty: 4593.755371
	Iteration 39Q: 3 clusters Score -1204332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1204333.625000 Penalty: 4593.755371
	Iteration 40F: 3 clusters Score -1204334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1204333.875000 Penalty: 4593.755371
	Iteration 41Q: 3 clusters Score -1204334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1204333.250000 Penalty: 4593.755371
	Iteration 42Q: 3 clusters Score -1204333 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1204331.875000 Penalty: 4593.755371
	Iteration 43Q: 3 clusters Score -1204332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1204336.750000 Penalty: 4593.755371
	Iteration 44Q: 3 clusters Score -1204337 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1204337.375000 Penalty: 4593.755371
	Iteration 45Q: 3 clusters Score -1204337 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1204339.250000 Penalty: 4593.755371
	Iteration 46Q: 3 clusters Score -1204339 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1204337.750000 Penalty: 4593.755371
	Iteration 47Q: 3 clusters Score -1204338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1204340.125000 Penalty: 4593.755371
	Iteration 48Q: 3 clusters Score -1204340 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1204340.125000 Penalty: 4593.755371
	Iteration 49F: 3 clusters Score -1204340 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (27369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27369 members 
Entering Unmasked Estep 
Score: -3253468.500000 Penalty: 2533.857178
	Iteration 0F: 2 clusters Score -3253468 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13792 members 
Mstep: Class 2 contains 13577 members 
Entering Unmasked Estep 
Score: -3234633.500000 Penalty: 5067.714355
	Iteration 0F: 3 clusters Score -3234634 nChanged 12276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14270 members 
Mstep: Class 2 contains 13099 members 
Entering Unmasked Estep 
Score: -3241251.750000 Penalty: 5067.714355
	Iteration 1F: 3 clusters Score -3241252 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14615 members 
Mstep: Class 2 contains 12754 members 
Entering Unmasked Estep 
Score: -3241716.250000 Penalty: 5067.714355
	Iteration 2Q: 3 clusters Score -3241716 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15157 members 
Mstep: Class 2 contains 12212 members 
Entering Unmasked Estep 
Score: -3242206.500000 Penalty: 5067.714355
	Iteration 3Q: 3 clusters Score -3242206 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15955 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -3242869.500000 Penalty: 5067.714355
	Iteration 4Q: 3 clusters Score -3242870 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17069 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -3243754.750000 Penalty: 5067.714355
	Iteration 5F: 3 clusters Score -3243755 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18476 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -3244980.750000 Penalty: 5067.714355
	Iteration 6F: 3 clusters Score -3244981 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20107 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -3246575.250000 Penalty: 5067.714355
	Iteration 7F: 3 clusters Score -3246575 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21703 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -3248340.500000 Penalty: 5067.714355
	Iteration 8F: 3 clusters Score -3248340 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22894 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -3249868.500000 Penalty: 5067.714355
	Iteration 9F: 3 clusters Score -3249868 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23577 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -3251032.750000 Penalty: 5067.714355
	Iteration 10Q: 3 clusters Score -3251033 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23873 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -3251639.500000 Penalty: 5067.714355
	Iteration 11Q: 3 clusters Score -3251640 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23997 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -3251910.000000 Penalty: 5067.714355
	Iteration 12Q: 3 clusters Score -3251910 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24080 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -3252037.500000 Penalty: 5067.714355
	Iteration 13Q: 3 clusters Score -3252038 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24141 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -3252100.250000 Penalty: 5067.714355
	Iteration 14Q: 3 clusters Score -3252100 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24187 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -3252130.000000 Penalty: 5067.714355
	Iteration 15Q: 3 clusters Score -3252130 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24218 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -3252147.500000 Penalty: 5067.714355
	Iteration 16Q: 3 clusters Score -3252148 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24239 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -3252168.000000 Penalty: 5067.714355
	Iteration 17Q: 3 clusters Score -3252168 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24257 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -3252176.000000 Penalty: 5067.714355
	Iteration 18Q: 3 clusters Score -3252176 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24268 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -3252182.750000 Penalty: 5067.714355
	Iteration 19Q: 3 clusters Score -3252183 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24273 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -3252186.000000 Penalty: 5067.714355
	Iteration 20F: 3 clusters Score -3252186 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24274 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -3252184.250000 Penalty: 5067.714355
	Iteration 21Q: 3 clusters Score -3252184 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24275 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -3252188.250000 Penalty: 5067.714355
	Iteration 22Q: 3 clusters Score -3252188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24276 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -3252183.500000 Penalty: 5067.714355
	Iteration 23Q: 3 clusters Score -3252184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24277 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -3252184.750000 Penalty: 5067.714355
	Iteration 24Q: 3 clusters Score -3252185 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24279 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -3252183.250000 Penalty: 5067.714355
	Iteration 25Q: 3 clusters Score -3252183 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24279 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -3252181.500000 Penalty: 5067.714355
	Iteration 26Q: 3 clusters Score -3252182 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24279 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -3252181.500000 Penalty: 5067.714355
	Iteration 27F: 3 clusters Score -3252182 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (203148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203148 members 
Entering Unmasked Estep 
Score: -23892108.000000 Penalty: 3030.979248
	Iteration 0F: 2 clusters Score -2.389211e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101648 members 
Mstep: Class 2 contains 101500 members 
Entering Unmasked Estep 
Score: -23758990.000000 Penalty: 6061.958496
	Iteration 0F: 3 clusters Score -2.375899e+07 nChanged 97803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104077 members 
Mstep: Class 2 contains 99071 members 
Entering Unmasked Estep 
Score: -23816128.000000 Penalty: 6061.958496
	Iteration 1F: 3 clusters Score -2.381613e+07 nChanged 5057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105660 members 
Mstep: Class 2 contains 97488 members 
Entering Unmasked Estep 
Score: -23817010.000000 Penalty: 6061.958496
	Iteration 2Q: 3 clusters Score -2.381701e+07 nChanged 5570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108190 members 
Mstep: Class 2 contains 94958 members 
Entering Unmasked Estep 
Score: -23818364.000000 Penalty: 6061.958496
	Iteration 3Q: 3 clusters Score -2.381836e+07 nChanged 6349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112161 members 
Mstep: Class 2 contains 90987 members 
Entering Unmasked Estep 
Score: -23820002.000000 Penalty: 6061.958496
	Iteration 4Q: 3 clusters Score -2.382e+07 nChanged 7788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118223 members 
Mstep: Class 2 contains 84925 members 
Entering Unmasked Estep 
Score: -23822852.000000 Penalty: 6061.958496
	Iteration 5Q: 3 clusters Score -2.382285e+07 nChanged 10176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127161 members 
Mstep: Class 2 contains 75987 members 
Entering Unmasked Estep 
Score: -23827662.000000 Penalty: 6061.958496
	Iteration 6F: 3 clusters Score -2.382766e+07 nChanged 13143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139432 members 
Mstep: Class 2 contains 63716 members 
Entering Unmasked Estep 
Score: -23835900.000000 Penalty: 6061.958496
	Iteration 7F: 3 clusters Score -2.38359e+07 nChanged 15709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154587 members 
Mstep: Class 2 contains 48561 members 
Entering Unmasked Estep 
Score: -23847860.000000 Penalty: 6061.958496
	Iteration 8F: 3 clusters Score -2.384786e+07 nChanged 16473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170854 members 
Mstep: Class 2 contains 32294 members 
Entering Unmasked Estep 
Score: -23861910.000000 Penalty: 6061.958496
	Iteration 9F: 3 clusters Score -2.386191e+07 nChanged 14338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185090 members 
Mstep: Class 2 contains 18058 members 
Entering Unmasked Estep 
Score: -23874678.000000 Penalty: 6061.958496
	Iteration 10F: 3 clusters Score -2.387468e+07 nChanged 9634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194706 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -23883046.000000 Penalty: 6061.958496
	Iteration 11Q: 3 clusters Score -2.388305e+07 nChanged 5000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199694 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -23887060.000000 Penalty: 6061.958496
	Iteration 12Q: 3 clusters Score -2.388706e+07 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201708 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -23888586.000000 Penalty: 6061.958496
	Iteration 13Q: 3 clusters Score -2.388859e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202402 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -23889028.000000 Penalty: 6061.958496
	Iteration 14Q: 3 clusters Score -2.388903e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202658 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -23889250.000000 Penalty: 6061.958496
	Iteration 15Q: 3 clusters Score -2.388925e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202749 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -23889374.000000 Penalty: 6061.958496
	Iteration 16Q: 3 clusters Score -2.388937e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202780 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -23889422.000000 Penalty: 6061.958496
	Iteration 17Q: 3 clusters Score -2.388942e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202797 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -23889456.000000 Penalty: 6061.958496
	Iteration 18Q: 3 clusters Score -2.388946e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202805 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -23889462.000000 Penalty: 6061.958496
	Iteration 19Q: 3 clusters Score -2.388946e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202812 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -23889472.000000 Penalty: 6061.958496
	Iteration 20F: 3 clusters Score -2.388947e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202819 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -23889476.000000 Penalty: 6061.958496
	Iteration 21Q: 3 clusters Score -2.388948e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202821 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -23889482.000000 Penalty: 6061.958496
	Iteration 22Q: 3 clusters Score -2.388948e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202823 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -23889496.000000 Penalty: 6061.958496
	Iteration 23Q: 3 clusters Score -2.38895e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202825 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -23889502.000000 Penalty: 6061.958496
	Iteration 24Q: 3 clusters Score -2.38895e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202831 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -23889498.000000 Penalty: 6061.958496
	Iteration 25Q: 3 clusters Score -2.38895e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202831 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -23889498.000000 Penalty: 6061.958496
	Iteration 26F: 3 clusters Score -2.38895e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (9514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Entering Unmasked Estep 
Score: -1091322.875000 Penalty: 2271.808838
	Iteration 0F: 2 clusters Score -1091323 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -1083950.375000 Penalty: 4543.617676
	Iteration 0F: 3 clusters Score -1083950 nChanged 3966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -1086125.500000 Penalty: 4543.617676
	Iteration 1F: 3 clusters Score -1086126 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -1086492.250000 Penalty: 4543.617676
	Iteration 2F: 3 clusters Score -1086492 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1086823.750000 Penalty: 4543.617676
	Iteration 3F: 3 clusters Score -1086824 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -1087175.875000 Penalty: 4543.617676
	Iteration 4F: 3 clusters Score -1087176 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -1087608.375000 Penalty: 4543.617676
	Iteration 5F: 3 clusters Score -1087608 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -1088062.250000 Penalty: 4543.617676
	Iteration 6F: 3 clusters Score -1088062 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -1088501.500000 Penalty: 4543.617676
	Iteration 7F: 3 clusters Score -1088502 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -1088878.125000 Penalty: 4543.617676
	Iteration 8F: 3 clusters Score -1088878 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -1089162.625000 Penalty: 4543.617676
	Iteration 9Q: 3 clusters Score -1089163 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -1089359.125000 Penalty: 4543.617676
	Iteration 10Q: 3 clusters Score -1089359 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -1089503.000000 Penalty: 4543.617676
	Iteration 11Q: 3 clusters Score -1089503 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -1089604.625000 Penalty: 4543.617676
	Iteration 12Q: 3 clusters Score -1089605 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -1089682.000000 Penalty: 4543.617676
	Iteration 13Q: 3 clusters Score -1089682 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -1089750.125000 Penalty: 4543.617676
	Iteration 14Q: 3 clusters Score -1089750 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -1089798.000000 Penalty: 4543.617676
	Iteration 15Q: 3 clusters Score -1089798 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -1089840.250000 Penalty: 4543.617676
	Iteration 16Q: 3 clusters Score -1089840 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -1089873.875000 Penalty: 4543.617676
	Iteration 17Q: 3 clusters Score -1089874 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -1089905.250000 Penalty: 4543.617676
	Iteration 18Q: 3 clusters Score -1089905 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -1089926.625000 Penalty: 4543.617676
	Iteration 19Q: 3 clusters Score -1089927 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -1089953.375000 Penalty: 4543.617676
	Iteration 20F: 3 clusters Score -1089953 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -1089979.750000 Penalty: 4543.617676
	Iteration 21Q: 3 clusters Score -1089980 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -1090005.375000 Penalty: 4543.617676
	Iteration 22Q: 3 clusters Score -1090005 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -1090023.125000 Penalty: 4543.617676
	Iteration 23Q: 3 clusters Score -1090023 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -1090037.500000 Penalty: 4543.617676
	Iteration 24Q: 3 clusters Score -1090038 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -1090053.500000 Penalty: 4543.617676
	Iteration 25Q: 3 clusters Score -1090054 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -1090064.375000 Penalty: 4543.617676
	Iteration 26Q: 3 clusters Score -1090064 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -1090069.750000 Penalty: 4543.617676
	Iteration 27Q: 3 clusters Score -1090070 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -1090072.000000 Penalty: 4543.617676
	Iteration 28Q: 3 clusters Score -1090072 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -1090072.125000 Penalty: 4543.617676
	Iteration 29Q: 3 clusters Score -1090072 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -1090074.375000 Penalty: 4543.617676
	Iteration 30Q: 3 clusters Score -1090074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -1090077.250000 Penalty: 4543.617676
	Iteration 31Q: 3 clusters Score -1090077 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -1090077.250000 Penalty: 4543.617676
	Iteration 32Q: 3 clusters Score -1090077 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -1090078.125000 Penalty: 4543.617676
	Iteration 33Q: 3 clusters Score -1090078 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -1090078.125000 Penalty: 4543.617676
	Iteration 34F: 3 clusters Score -1090078 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (15531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15531 members 
Entering Unmasked Estep 
Score: -1797275.750000 Penalty: 2393.347168
	Iteration 0F: 2 clusters Score -1797276 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -1786130.000000 Penalty: 4786.694336
	Iteration 0F: 3 clusters Score -1786130 nChanged 6637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -1789635.250000 Penalty: 4786.694336
	Iteration 1F: 3 clusters Score -1789635 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -1790080.625000 Penalty: 4786.694336
	Iteration 2F: 3 clusters Score -1790081 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -1790489.375000 Penalty: 4786.694336
	Iteration 3F: 3 clusters Score -1790489 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -1790903.125000 Penalty: 4786.694336
	Iteration 4F: 3 clusters Score -1790903 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -1791338.000000 Penalty: 4786.694336
	Iteration 5F: 3 clusters Score -1791338 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -1791811.250000 Penalty: 4786.694336
	Iteration 6F: 3 clusters Score -1791811 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -1792243.375000 Penalty: 4786.694336
	Iteration 7F: 3 clusters Score -1792243 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -1792623.875000 Penalty: 4786.694336
	Iteration 8Q: 3 clusters Score -1792624 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -1792984.250000 Penalty: 4786.694336
	Iteration 9Q: 3 clusters Score -1792984 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -1793294.625000 Penalty: 4786.694336
	Iteration 10Q: 3 clusters Score -1793295 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -1793522.500000 Penalty: 4786.694336
	Iteration 11Q: 3 clusters Score -1793522 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -1793727.625000 Penalty: 4786.694336
	Iteration 12Q: 3 clusters Score -1793728 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -1793896.125000 Penalty: 4786.694336
	Iteration 13Q: 3 clusters Score -1793896 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -1794061.875000 Penalty: 4786.694336
	Iteration 14Q: 3 clusters Score -1794062 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 11140 members 
Entering Unmasked Estep 
Score: -1794198.125000 Penalty: 4786.694336
	Iteration 15Q: 3 clusters Score -1794198 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 11365 members 
Entering Unmasked Estep 
Score: -1794315.250000 Penalty: 4786.694336
	Iteration 16Q: 3 clusters Score -1794315 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 11594 members 
Entering Unmasked Estep 
Score: -1794441.000000 Penalty: 4786.694336
	Iteration 17Q: 3 clusters Score -1794441 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 11814 members 
Entering Unmasked Estep 
Score: -1794560.000000 Penalty: 4786.694336
	Iteration 18Q: 3 clusters Score -1794560 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 12019 members 
Entering Unmasked Estep 
Score: -1794652.375000 Penalty: 4786.694336
	Iteration 19Q: 3 clusters Score -1794652 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 12205 members 
Entering Unmasked Estep 
Score: -1794735.750000 Penalty: 4786.694336
	Iteration 20F: 3 clusters Score -1794736 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 12370 members 
Entering Unmasked Estep 
Score: -1794814.875000 Penalty: 4786.694336
	Iteration 21Q: 3 clusters Score -1794815 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 12530 members 
Entering Unmasked Estep 
Score: -1794889.250000 Penalty: 4786.694336
	Iteration 22Q: 3 clusters Score -1794889 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 12684 members 
Entering Unmasked Estep 
Score: -1794963.875000 Penalty: 4786.694336
	Iteration 23Q: 3 clusters Score -1794964 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 12831 members 
Entering Unmasked Estep 
Score: -1795037.000000 Penalty: 4786.694336
	Iteration 24Q: 3 clusters Score -1795037 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 12973 members 
Entering Unmasked Estep 
Score: -1795106.125000 Penalty: 4786.694336
	Iteration 25Q: 3 clusters Score -1795106 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 13104 members 
Entering Unmasked Estep 
Score: -1795173.625000 Penalty: 4786.694336
	Iteration 26Q: 3 clusters Score -1795174 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 13225 members 
Entering Unmasked Estep 
Score: -1795221.625000 Penalty: 4786.694336
	Iteration 27Q: 3 clusters Score -1795222 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 13326 members 
Entering Unmasked Estep 
Score: -1795277.125000 Penalty: 4786.694336
	Iteration 28Q: 3 clusters Score -1795277 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 13429 members 
Entering Unmasked Estep 
Score: -1795327.125000 Penalty: 4786.694336
	Iteration 29Q: 3 clusters Score -1795327 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 13512 members 
Entering Unmasked Estep 
Score: -1795357.875000 Penalty: 4786.694336
	Iteration 30Q: 3 clusters Score -1795358 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 13586 members 
Entering Unmasked Estep 
Score: -1795401.250000 Penalty: 4786.694336
	Iteration 31Q: 3 clusters Score -1795401 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 13657 members 
Entering Unmasked Estep 
Score: -1795433.250000 Penalty: 4786.694336
	Iteration 32Q: 3 clusters Score -1795433 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -1795469.500000 Penalty: 4786.694336
	Iteration 33Q: 3 clusters Score -1795470 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 13773 members 
Entering Unmasked Estep 
Score: -1795488.125000 Penalty: 4786.694336
	Iteration 34Q: 3 clusters Score -1795488 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 13808 members 
Entering Unmasked Estep 
Score: -1795502.625000 Penalty: 4786.694336
	Iteration 35Q: 3 clusters Score -1795503 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 13849 members 
Entering Unmasked Estep 
Score: -1795521.250000 Penalty: 4786.694336
	Iteration 36Q: 3 clusters Score -1795521 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 13887 members 
Entering Unmasked Estep 
Score: -1795533.625000 Penalty: 4786.694336
	Iteration 37Q: 3 clusters Score -1795534 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 13913 members 
Entering Unmasked Estep 
Score: -1795542.250000 Penalty: 4786.694336
	Iteration 38Q: 3 clusters Score -1795542 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 13933 members 
Entering Unmasked Estep 
Score: -1795548.625000 Penalty: 4786.694336
	Iteration 39Q: 3 clusters Score -1795549 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 13954 members 
Entering Unmasked Estep 
Score: -1795558.625000 Penalty: 4786.694336
	Iteration 40F: 3 clusters Score -1795559 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 13972 members 
Entering Unmasked Estep 
Score: -1795561.250000 Penalty: 4786.694336
	Iteration 41Q: 3 clusters Score -1795561 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 13990 members 
Entering Unmasked Estep 
Score: -1795568.375000 Penalty: 4786.694336
	Iteration 42Q: 3 clusters Score -1795568 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 14005 members 
Entering Unmasked Estep 
Score: -1795572.000000 Penalty: 4786.694336
	Iteration 43Q: 3 clusters Score -1795572 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 14016 members 
Entering Unmasked Estep 
Score: -1795573.625000 Penalty: 4786.694336
	Iteration 44Q: 3 clusters Score -1795574 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 14030 members 
Entering Unmasked Estep 
Score: -1795578.250000 Penalty: 4786.694336
	Iteration 45Q: 3 clusters Score -1795578 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 14040 members 
Entering Unmasked Estep 
Score: -1795580.000000 Penalty: 4786.694336
	Iteration 46Q: 3 clusters Score -1795580 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 14049 members 
Entering Unmasked Estep 
Score: -1795578.750000 Penalty: 4786.694336
	Iteration 47Q: 3 clusters Score -1795579 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 14055 members 
Entering Unmasked Estep 
Score: -1795583.250000 Penalty: 4786.694336
	Iteration 48Q: 3 clusters Score -1795583 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 14059 members 
Entering Unmasked Estep 
Score: -1795588.375000 Penalty: 4786.694336
	Iteration 49Q: 3 clusters Score -1795588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 14061 members 
Entering Unmasked Estep 
Score: -1795591.250000 Penalty: 4786.694336
	Iteration 50Q: 3 clusters Score -1795591 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 14063 members 
Entering Unmasked Estep 
Score: -1795589.500000 Penalty: 4786.694336
	Iteration 51Q: 3 clusters Score -1795590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 14065 members 
Entering Unmasked Estep 
Score: -1795589.125000 Penalty: 4786.694336
	Iteration 52Q: 3 clusters Score -1795589 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 14066 members 
Entering Unmasked Estep 
Score: -1795590.625000 Penalty: 4786.694336
	Iteration 53Q: 3 clusters Score -1795591 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 14068 members 
Entering Unmasked Estep 
Score: -1795589.125000 Penalty: 4786.694336
	Iteration 54Q: 3 clusters Score -1795589 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 14069 members 
Entering Unmasked Estep 
Score: -1795589.500000 Penalty: 4786.694336
	Iteration 55Q: 3 clusters Score -1795590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 14070 members 
Entering Unmasked Estep 
Score: -1795591.625000 Penalty: 4786.694336
	Iteration 56Q: 3 clusters Score -1795592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 14072 members 
Entering Unmasked Estep 
Score: -1795590.875000 Penalty: 4786.694336
	Iteration 57Q: 3 clusters Score -1795591 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 14074 members 
Entering Unmasked Estep 
Score: -1795593.875000 Penalty: 4786.694336
	Iteration 58Q: 3 clusters Score -1795594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 14077 members 
Entering Unmasked Estep 
Score: -1795594.000000 Penalty: 4786.694336
	Iteration 59Q: 3 clusters Score -1795594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 14081 members 
Entering Unmasked Estep 
Score: -1795594.125000 Penalty: 4786.694336
	Iteration 60F: 3 clusters Score -1795594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 14084 members 
Entering Unmasked Estep 
Score: -1795598.750000 Penalty: 4786.694336
	Iteration 61Q: 3 clusters Score -1795599 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 14084 members 
Entering Unmasked Estep 
Score: -1795598.750000 Penalty: 4786.694336
	Iteration 62F: 3 clusters Score -1795599 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (7798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Entering Unmasked Estep 
Score: -812802.187500 Penalty: 2222.482422
	Iteration 0F: 2 clusters Score -812802.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -806448.937500 Penalty: 4444.964844
	Iteration 0F: 3 clusters Score -806448.9 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -808143.562500 Penalty: 4444.964844
	Iteration 1F: 3 clusters Score -808143.6 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -808503.000000 Penalty: 4444.964844
	Iteration 2F: 3 clusters Score -808503 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -808730.125000 Penalty: 4444.964844
	Iteration 3F: 3 clusters Score -808730.1 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -808880.375000 Penalty: 4444.964844
	Iteration 4Q: 3 clusters Score -808880.4 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -809019.125000 Penalty: 4444.964844
	Iteration 5Q: 3 clusters Score -809019.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -809153.687500 Penalty: 4444.964844
	Iteration 6Q: 3 clusters Score -809153.7 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -809291.937500 Penalty: 4444.964844
	Iteration 7Q: 3 clusters Score -809291.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -809424.812500 Penalty: 4444.964844
	Iteration 8Q: 3 clusters Score -809424.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -809532.937500 Penalty: 4444.964844
	Iteration 9Q: 3 clusters Score -809532.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -809628.937500 Penalty: 4444.964844
	Iteration 10Q: 3 clusters Score -809628.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -809714.187500 Penalty: 4444.964844
	Iteration 11Q: 3 clusters Score -809714.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -809799.312500 Penalty: 4444.964844
	Iteration 12Q: 3 clusters Score -809799.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -809873.937500 Penalty: 4444.964844
	Iteration 13Q: 3 clusters Score -809873.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -809945.812500 Penalty: 4444.964844
	Iteration 14Q: 3 clusters Score -809945.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -810008.687500 Penalty: 4444.964844
	Iteration 15Q: 3 clusters Score -810008.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -810069.062500 Penalty: 4444.964844
	Iteration 16Q: 3 clusters Score -810069.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -810123.687500 Penalty: 4444.964844
	Iteration 17Q: 3 clusters Score -810123.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -810167.437500 Penalty: 4444.964844
	Iteration 18Q: 3 clusters Score -810167.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -810211.000000 Penalty: 4444.964844
	Iteration 19Q: 3 clusters Score -810211 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -810242.562500 Penalty: 4444.964844
	Iteration 20F: 3 clusters Score -810242.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -810265.500000 Penalty: 4444.964844
	Iteration 21Q: 3 clusters Score -810265.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -810289.812500 Penalty: 4444.964844
	Iteration 22Q: 3 clusters Score -810289.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -810315.750000 Penalty: 4444.964844
	Iteration 23Q: 3 clusters Score -810315.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -810346.875000 Penalty: 4444.964844
	Iteration 24Q: 3 clusters Score -810346.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -810370.187500 Penalty: 4444.964844
	Iteration 25Q: 3 clusters Score -810370.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -810397.687500 Penalty: 4444.964844
	Iteration 26Q: 3 clusters Score -810397.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -810424.125000 Penalty: 4444.964844
	Iteration 27Q: 3 clusters Score -810424.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -810445.125000 Penalty: 4444.964844
	Iteration 28Q: 3 clusters Score -810445.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -810461.187500 Penalty: 4444.964844
	Iteration 29Q: 3 clusters Score -810461.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -810477.375000 Penalty: 4444.964844
	Iteration 30Q: 3 clusters Score -810477.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -810487.000000 Penalty: 4444.964844
	Iteration 31Q: 3 clusters Score -810487 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -810502.437500 Penalty: 4444.964844
	Iteration 32Q: 3 clusters Score -810502.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -810514.187500 Penalty: 4444.964844
	Iteration 33Q: 3 clusters Score -810514.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -810526.500000 Penalty: 4444.964844
	Iteration 34Q: 3 clusters Score -810526.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -810537.625000 Penalty: 4444.964844
	Iteration 35Q: 3 clusters Score -810537.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -810544.812500 Penalty: 4444.964844
	Iteration 36Q: 3 clusters Score -810544.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -810552.625000 Penalty: 4444.964844
	Iteration 37Q: 3 clusters Score -810552.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -810557.875000 Penalty: 4444.964844
	Iteration 38Q: 3 clusters Score -810557.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -810558.375000 Penalty: 4444.964844
	Iteration 39Q: 3 clusters Score -810558.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -810560.937500 Penalty: 4444.964844
	Iteration 40F: 3 clusters Score -810560.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -810563.562500 Penalty: 4444.964844
	Iteration 41Q: 3 clusters Score -810563.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -810567.437500 Penalty: 4444.964844
	Iteration 42Q: 3 clusters Score -810567.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -810567.375000 Penalty: 4444.964844
	Iteration 43Q: 3 clusters Score -810567.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -810569.062500 Penalty: 4444.964844
	Iteration 44Q: 3 clusters Score -810569.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -810568.812500 Penalty: 4444.964844
	Iteration 45Q: 3 clusters Score -810568.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -810573.750000 Penalty: 4444.964844
	Iteration 46Q: 3 clusters Score -810573.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -810578.250000 Penalty: 4444.964844
	Iteration 47Q: 3 clusters Score -810578.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -810585.187500 Penalty: 4444.964844
	Iteration 48Q: 3 clusters Score -810585.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -810588.375000 Penalty: 4444.964844
	Iteration 49Q: 3 clusters Score -810588.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -810590.312500 Penalty: 4444.964844
	Iteration 50Q: 3 clusters Score -810590.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -810593.875000 Penalty: 4444.964844
	Iteration 51Q: 3 clusters Score -810593.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -810600.250000 Penalty: 4444.964844
	Iteration 52Q: 3 clusters Score -810600.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -810606.687500 Penalty: 4444.964844
	Iteration 53Q: 3 clusters Score -810606.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -810614.125000 Penalty: 4444.964844
	Iteration 54Q: 3 clusters Score -810614.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -810627.687500 Penalty: 4444.964844
	Iteration 55Q: 3 clusters Score -810627.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -810635.375000 Penalty: 4444.964844
	Iteration 56Q: 3 clusters Score -810635.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -810640.500000 Penalty: 4444.964844
	Iteration 57Q: 3 clusters Score -810640.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -810645.187500 Penalty: 4444.964844
	Iteration 58Q: 3 clusters Score -810645.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -810653.687500 Penalty: 4444.964844
	Iteration 59Q: 3 clusters Score -810653.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -810660.312500 Penalty: 4444.964844
	Iteration 60F: 3 clusters Score -810660.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -810667.312500 Penalty: 4444.964844
	Iteration 61Q: 3 clusters Score -810667.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -810669.312500 Penalty: 4444.964844
	Iteration 62Q: 3 clusters Score -810669.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -810674.125000 Penalty: 4444.964844
	Iteration 63Q: 3 clusters Score -810674.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -810678.500000 Penalty: 4444.964844
	Iteration 64Q: 3 clusters Score -810678.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -810681.812500 Penalty: 4444.964844
	Iteration 65Q: 3 clusters Score -810681.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -810686.875000 Penalty: 4444.964844
	Iteration 66Q: 3 clusters Score -810686.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -810692.687500 Penalty: 4444.964844
	Iteration 67Q: 3 clusters Score -810692.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -810698.750000 Penalty: 4444.964844
	Iteration 68Q: 3 clusters Score -810698.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -810704.375000 Penalty: 4444.964844
	Iteration 69Q: 3 clusters Score -810704.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -810708.062500 Penalty: 4444.964844
	Iteration 70Q: 3 clusters Score -810708.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -810713.500000 Penalty: 4444.964844
	Iteration 71Q: 3 clusters Score -810713.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -810717.312500 Penalty: 4444.964844
	Iteration 72Q: 3 clusters Score -810717.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -810720.750000 Penalty: 4444.964844
	Iteration 73Q: 3 clusters Score -810720.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -810725.937500 Penalty: 4444.964844
	Iteration 74Q: 3 clusters Score -810725.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -810734.312500 Penalty: 4444.964844
	Iteration 75Q: 3 clusters Score -810734.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -810742.437500 Penalty: 4444.964844
	Iteration 76Q: 3 clusters Score -810742.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -810752.000000 Penalty: 4444.964844
	Iteration 77Q: 3 clusters Score -810752 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -810758.875000 Penalty: 4444.964844
	Iteration 78Q: 3 clusters Score -810758.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -810760.562500 Penalty: 4444.964844
	Iteration 79Q: 3 clusters Score -810760.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -810765.750000 Penalty: 4444.964844
	Iteration 80F: 3 clusters Score -810765.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -810767.812500 Penalty: 4444.964844
	Iteration 81Q: 3 clusters Score -810767.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -810772.687500 Penalty: 4444.964844
	Iteration 82Q: 3 clusters Score -810772.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -810776.437500 Penalty: 4444.964844
	Iteration 83Q: 3 clusters Score -810776.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -810779.937500 Penalty: 4444.964844
	Iteration 84Q: 3 clusters Score -810779.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -810782.625000 Penalty: 4444.964844
	Iteration 85Q: 3 clusters Score -810782.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -810786.125000 Penalty: 4444.964844
	Iteration 86Q: 3 clusters Score -810786.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -810789.625000 Penalty: 4444.964844
	Iteration 87Q: 3 clusters Score -810789.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -810791.250000 Penalty: 4444.964844
	Iteration 88Q: 3 clusters Score -810791.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -810793.250000 Penalty: 4444.964844
	Iteration 89Q: 3 clusters Score -810793.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -810794.375000 Penalty: 4444.964844
	Iteration 90Q: 3 clusters Score -810794.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -810792.375000 Penalty: 4444.964844
	Iteration 91Q: 3 clusters Score -810792.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -810794.312500 Penalty: 4444.964844
	Iteration 92Q: 3 clusters Score -810794.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -810794.062500 Penalty: 4444.964844
	Iteration 93Q: 3 clusters Score -810794.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -810795.250000 Penalty: 4444.964844
	Iteration 94Q: 3 clusters Score -810795.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -810796.812500 Penalty: 4444.964844
	Iteration 95Q: 3 clusters Score -810796.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -810796.000000 Penalty: 4444.964844
	Iteration 96Q: 3 clusters Score -810796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -810796.375000 Penalty: 4444.964844
	Iteration 97Q: 3 clusters Score -810796.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -810797.937500 Penalty: 4444.964844
	Iteration 98Q: 3 clusters Score -810797.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -810801.000000 Penalty: 4444.964844
	Iteration 99Q: 3 clusters Score -810801 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -810800.875000 Penalty: 4444.964844
	Iteration 100F: 3 clusters Score -810800.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -810802.937500 Penalty: 4444.964844
	Iteration 101Q: 3 clusters Score -810802.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -810805.125000 Penalty: 4444.964844
	Iteration 102Q: 3 clusters Score -810805.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -810805.500000 Penalty: 4444.964844
	Iteration 103Q: 3 clusters Score -810805.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -810807.250000 Penalty: 4444.964844
	Iteration 104Q: 3 clusters Score -810807.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -810808.375000 Penalty: 4444.964844
	Iteration 105Q: 3 clusters Score -810808.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -810809.812500 Penalty: 4444.964844
	Iteration 106Q: 3 clusters Score -810809.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -810811.375000 Penalty: 4444.964844
	Iteration 107Q: 3 clusters Score -810811.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -810811.375000 Penalty: 4444.964844
	Iteration 108Q: 3 clusters Score -810811.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -810813.312500 Penalty: 4444.964844
	Iteration 109Q: 3 clusters Score -810813.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -810816.687500 Penalty: 4444.964844
	Iteration 110Q: 3 clusters Score -810816.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -810820.937500 Penalty: 4444.964844
	Iteration 111Q: 3 clusters Score -810820.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -810823.437500 Penalty: 4444.964844
	Iteration 112Q: 3 clusters Score -810823.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -810830.937500 Penalty: 4444.964844
	Iteration 113Q: 3 clusters Score -810830.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -810836.312500 Penalty: 4444.964844
	Iteration 114Q: 3 clusters Score -810836.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -810846.937500 Penalty: 4444.964844
	Iteration 115Q: 3 clusters Score -810846.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -810859.562500 Penalty: 4444.964844
	Iteration 116Q: 3 clusters Score -810859.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -810874.312500 Penalty: 4444.964844
	Iteration 117Q: 3 clusters Score -810874.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -810883.875000 Penalty: 4444.964844
	Iteration 118Q: 3 clusters Score -810883.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -810898.000000 Penalty: 4444.964844
	Iteration 119Q: 3 clusters Score -810898 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -810914.187500 Penalty: 4444.964844
	Iteration 120F: 3 clusters Score -810914.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -810925.125000 Penalty: 4444.964844
	Iteration 121Q: 3 clusters Score -810925.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -810940.375000 Penalty: 4444.964844
	Iteration 122Q: 3 clusters Score -810940.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -810954.375000 Penalty: 4444.964844
	Iteration 123Q: 3 clusters Score -810954.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -810972.437500 Penalty: 4444.964844
	Iteration 124Q: 3 clusters Score -810972.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -810989.687500 Penalty: 4444.964844
	Iteration 125Q: 3 clusters Score -810989.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -811002.437500 Penalty: 4444.964844
	Iteration 126Q: 3 clusters Score -811002.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -811016.500000 Penalty: 4444.964844
	Iteration 127Q: 3 clusters Score -811016.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -811030.250000 Penalty: 4444.964844
	Iteration 128Q: 3 clusters Score -811030.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -811041.562500 Penalty: 4444.964844
	Iteration 129Q: 3 clusters Score -811041.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -811054.062500 Penalty: 4444.964844
	Iteration 130Q: 3 clusters Score -811054.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -811061.437500 Penalty: 4444.964844
	Iteration 131Q: 3 clusters Score -811061.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -811071.062500 Penalty: 4444.964844
	Iteration 132Q: 3 clusters Score -811071.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -811073.562500 Penalty: 4444.964844
	Iteration 133Q: 3 clusters Score -811073.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -811080.875000 Penalty: 4444.964844
	Iteration 134Q: 3 clusters Score -811080.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -811086.000000 Penalty: 4444.964844
	Iteration 135Q: 3 clusters Score -811086 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -811087.375000 Penalty: 4444.964844
	Iteration 136Q: 3 clusters Score -811087.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -811091.125000 Penalty: 4444.964844
	Iteration 137Q: 3 clusters Score -811091.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -811093.500000 Penalty: 4444.964844
	Iteration 138Q: 3 clusters Score -811093.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -811094.625000 Penalty: 4444.964844
	Iteration 139Q: 3 clusters Score -811094.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -811095.312500 Penalty: 4444.964844
	Iteration 140F: 3 clusters Score -811095.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -811095.000000 Penalty: 4444.964844
	Iteration 141Q: 3 clusters Score -811095 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -811095.750000 Penalty: 4444.964844
	Iteration 142Q: 3 clusters Score -811095.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -811096.562500 Penalty: 4444.964844
	Iteration 143Q: 3 clusters Score -811096.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -811096.750000 Penalty: 4444.964844
	Iteration 144Q: 3 clusters Score -811096.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -811096.750000 Penalty: 4444.964844
	Iteration 145F: 3 clusters Score -811096.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Entering Unmasked Estep 
Score: -120935.921875 Penalty: 1742.333496
	Iteration 0F: 2 clusters Score -120935.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -119014.789062 Penalty: 3484.666992
	Iteration 0F: 3 clusters Score -119014.8 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -119375.875000 Penalty: 3484.666992
	Iteration 1F: 3 clusters Score -119375.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -119468.929688 Penalty: 3484.666992
	Iteration 2F: 3 clusters Score -119468.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -119528.406250 Penalty: 3484.666992
	Iteration 3Q: 3 clusters Score -119528.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -119582.781250 Penalty: 3484.666992
	Iteration 4Q: 3 clusters Score -119582.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -119656.195312 Penalty: 3484.666992
	Iteration 5Q: 3 clusters Score -119656.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -119755.671875 Penalty: 3484.666992
	Iteration 6Q: 3 clusters Score -119755.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -119816.898438 Penalty: 3484.666992
	Iteration 7Q: 3 clusters Score -119816.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -119851.148438 Penalty: 3484.666992
	Iteration 8Q: 3 clusters Score -119851.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -119877.140625 Penalty: 3484.666992
	Iteration 9Q: 3 clusters Score -119877.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -119902.375000 Penalty: 3484.666992
	Iteration 10Q: 3 clusters Score -119902.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -119923.773438 Penalty: 3484.666992
	Iteration 11Q: 3 clusters Score -119923.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -119934.906250 Penalty: 3484.666992
	Iteration 12Q: 3 clusters Score -119934.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -119939.367188 Penalty: 3484.666992
	Iteration 13Q: 3 clusters Score -119939.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -119948.132812 Penalty: 3484.666992
	Iteration 14Q: 3 clusters Score -119948.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -119949.570312 Penalty: 3484.666992
	Iteration 15Q: 3 clusters Score -119949.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -119949.570312 Penalty: 3484.666992
	Iteration 16F: 3 clusters Score -119949.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (6592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Entering Unmasked Estep 
Score: -718355.062500 Penalty: 2180.815918
	Iteration 0F: 2 clusters Score -718355.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -712899.875000 Penalty: 4361.631836
	Iteration 0F: 3 clusters Score -712899.9 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -714484.812500 Penalty: 4361.631836
	Iteration 1F: 3 clusters Score -714484.8 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -715055.062500 Penalty: 4361.631836
	Iteration 2F: 3 clusters Score -715055.1 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -715547.562500 Penalty: 4361.631836
	Iteration 3F: 3 clusters Score -715547.6 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -715957.125000 Penalty: 4361.631836
	Iteration 4F: 3 clusters Score -715957.1 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -716337.000000 Penalty: 4361.631836
	Iteration 5F: 3 clusters Score -716337 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -716751.000000 Penalty: 4361.631836
	Iteration 6F: 3 clusters Score -716751 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -717189.875000 Penalty: 4361.631836
	Iteration 7F: 3 clusters Score -717189.9 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -717623.125000 Penalty: 4361.631836
	Iteration 8F: 3 clusters Score -717623.1 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -717948.062500 Penalty: 4361.631836
	Iteration 9Q: 3 clusters Score -717948.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -718221.187500 Penalty: 4361.631836
	Iteration 10Q: 3 clusters Score -718221.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -718457.625000 Penalty: 4361.631836
	Iteration 11Q: 3 clusters Score -718457.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -718636.875000 Penalty: 4361.631836
	Iteration 12Q: 3 clusters Score -718636.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -718730.625000 Penalty: 4361.631836
	Iteration 13Q: 3 clusters Score -718730.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -718773.250000 Penalty: 4361.631836
	Iteration 14Q: 3 clusters Score -718773.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -718790.562500 Penalty: 4361.631836
	Iteration 15Q: 3 clusters Score -718790.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -718797.000000 Penalty: 4361.631836
	Iteration 16Q: 3 clusters Score -718797 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -718802.687500 Penalty: 4361.631836
	Iteration 17Q: 3 clusters Score -718802.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -718804.937500 Penalty: 4361.631836
	Iteration 18Q: 3 clusters Score -718804.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -718806.375000 Penalty: 4361.631836
	Iteration 19Q: 3 clusters Score -718806.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -718808.375000 Penalty: 4361.631836
	Iteration 20F: 3 clusters Score -718808.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -718810.875000 Penalty: 4361.631836
	Iteration 21Q: 3 clusters Score -718810.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -718810.687500 Penalty: 4361.631836
	Iteration 22Q: 3 clusters Score -718810.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -718811.500000 Penalty: 4361.631836
	Iteration 23Q: 3 clusters Score -718811.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -718811.187500 Penalty: 4361.631836
	Iteration 24Q: 3 clusters Score -718811.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -718811.187500 Penalty: 4361.631836
	Iteration 25F: 3 clusters Score -718811.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 25253 members 
Mstep: Class 2 contains 46675 members 
Mstep: Class 3 contains 3324 members 
Mstep: Class 4 contains 1723 members 
Mstep: Class 5 contains 245297 members 
Mstep: Class 6 contains 1278 members 
Mstep: Class 7 contains 5728 members 
Mstep: Class 8 contains 216525 members 
Mstep: Class 9 contains 95667 members 
Mstep: Class 10 contains 27392 members 
Mstep: Class 11 contains 9963 members 
Mstep: Class 12 contains 44464 members 
Mstep: Class 13 contains 1422 members 
Mstep: Class 14 contains 10605 members 
Mstep: Class 15 contains 7140 members 
Mstep: Class 16 contains 216543 members 
Mstep: Class 17 contains 1271 members 
Mstep: Class 18 contains 3398 members 
Mstep: Class 19 contains 1170 members 
Mstep: Class 20 contains 10526 members 
Mstep: Class 21 contains 27369 members 
Mstep: Class 22 contains 203148 members 
Mstep: Class 23 contains 9514 members 
Mstep: Class 24 contains 15531 members 
Mstep: Class 25 contains 7798 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 5096 members 
Mstep: Class 28 contains 9079 members 
Mstep: Class 29 contains 3531 members 
Mstep: Class 30 contains 3022 members 
Mstep: Class 31 contains 4694 members 
Mstep: Class 32 contains 50801 members 
Mstep: Class 33 contains 1334 members 
Mstep: Class 34 contains 41339 members 
Mstep: Class 35 contains 1496 members 
Entering Unmasked Estep 
Score: -155598736.000000 Penalty: 122589.179688
Splitting cluster 27 changes total score from -155596352.000000 to -155598736.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 28 (9079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Entering Unmasked Estep 
Score: -1025397.312500 Penalty: 2260.202393
	Iteration 0F: 2 clusters Score -1025397 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -1018280.375000 Penalty: 4520.404785
	Iteration 0F: 3 clusters Score -1018280 nChanged 3710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -1020355.000000 Penalty: 4520.404785
	Iteration 1F: 3 clusters Score -1020355 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -1020780.375000 Penalty: 4520.404785
	Iteration 2F: 3 clusters Score -1020780 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -1021174.750000 Penalty: 4520.404785
	Iteration 3F: 3 clusters Score -1021175 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -1021535.312500 Penalty: 4520.404785
	Iteration 4F: 3 clusters Score -1021535 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -1021853.250000 Penalty: 4520.404785
	Iteration 5F: 3 clusters Score -1021853 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1022116.000000 Penalty: 4520.404785
	Iteration 6Q: 3 clusters Score -1022116 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -1022348.750000 Penalty: 4520.404785
	Iteration 7Q: 3 clusters Score -1022349 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -1022590.312500 Penalty: 4520.404785
	Iteration 8Q: 3 clusters Score -1022590 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -1022805.125000 Penalty: 4520.404785
	Iteration 9Q: 3 clusters Score -1022805 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -1022965.625000 Penalty: 4520.404785
	Iteration 10Q: 3 clusters Score -1022966 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -1023092.937500 Penalty: 4520.404785
	Iteration 11Q: 3 clusters Score -1023093 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -1023190.812500 Penalty: 4520.404785
	Iteration 12Q: 3 clusters Score -1023191 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -1023268.875000 Penalty: 4520.404785
	Iteration 13Q: 3 clusters Score -1023269 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -1023345.875000 Penalty: 4520.404785
	Iteration 14Q: 3 clusters Score -1023346 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -1023409.250000 Penalty: 4520.404785
	Iteration 15Q: 3 clusters Score -1023409 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -1023466.375000 Penalty: 4520.404785
	Iteration 16Q: 3 clusters Score -1023466 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -1023509.437500 Penalty: 4520.404785
	Iteration 17Q: 3 clusters Score -1023509 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -1023545.812500 Penalty: 4520.404785
	Iteration 18Q: 3 clusters Score -1023546 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -1023570.687500 Penalty: 4520.404785
	Iteration 19Q: 3 clusters Score -1023571 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -1023584.937500 Penalty: 4520.404785
	Iteration 20F: 3 clusters Score -1023585 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -1023603.062500 Penalty: 4520.404785
	Iteration 21Q: 3 clusters Score -1023603 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -1023619.312500 Penalty: 4520.404785
	Iteration 22Q: 3 clusters Score -1023619 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -1023627.500000 Penalty: 4520.404785
	Iteration 23Q: 3 clusters Score -1023628 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -1023635.562500 Penalty: 4520.404785
	Iteration 24Q: 3 clusters Score -1023636 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -1023637.687500 Penalty: 4520.404785
	Iteration 25Q: 3 clusters Score -1023638 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -1023640.500000 Penalty: 4520.404785
	Iteration 26Q: 3 clusters Score -1023640 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -1023645.125000 Penalty: 4520.404785
	Iteration 27Q: 3 clusters Score -1023645 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -1023650.875000 Penalty: 4520.404785
	Iteration 28Q: 3 clusters Score -1023651 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -1023654.625000 Penalty: 4520.404785
	Iteration 29Q: 3 clusters Score -1023655 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -1023660.125000 Penalty: 4520.404785
	Iteration 30Q: 3 clusters Score -1023660 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -1023664.500000 Penalty: 4520.404785
	Iteration 31Q: 3 clusters Score -1023664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -1023665.687500 Penalty: 4520.404785
	Iteration 32Q: 3 clusters Score -1023666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -1023666.437500 Penalty: 4520.404785
	Iteration 33Q: 3 clusters Score -1023666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -1023665.562500 Penalty: 4520.404785
	Iteration 34Q: 3 clusters Score -1023666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -1023666.125000 Penalty: 4520.404785
	Iteration 35Q: 3 clusters Score -1023666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -1023664.625000 Penalty: 4520.404785
	Iteration 36Q: 3 clusters Score -1023665 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -1023664.875000 Penalty: 4520.404785
	Iteration 37Q: 3 clusters Score -1023665 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -1023665.312500 Penalty: 4520.404785
	Iteration 38Q: 3 clusters Score -1023665 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -1023664.937500 Penalty: 4520.404785
	Iteration 39Q: 3 clusters Score -1023665 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -1023668.500000 Penalty: 4520.404785
	Iteration 40F: 3 clusters Score -1023668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -1023668.500000 Penalty: 4520.404785
	Iteration 41Q: 3 clusters Score -1023668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -1023670.062500 Penalty: 4520.404785
	Iteration 42Q: 3 clusters Score -1023670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -1023669.375000 Penalty: 4520.404785
	Iteration 43Q: 3 clusters Score -1023669 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -1023669.187500 Penalty: 4520.404785
	Iteration 44Q: 3 clusters Score -1023669 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -1023669.187500 Penalty: 4520.404785
	Iteration 45F: 3 clusters Score -1023669 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Entering Unmasked Estep 
Score: -356058.000000 Penalty: 2025.995361
	Iteration 0F: 2 clusters Score -356058 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -352603.937500 Penalty: 4051.990723
	Iteration 0F: 3 clusters Score -352603.9 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -354126.000000 Penalty: 4051.990723
	Iteration 1F: 3 clusters Score -354126 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -354831.375000 Penalty: 4051.990723
	Iteration 2F: 3 clusters Score -354831.4 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -355286.812500 Penalty: 4051.990723
	Iteration 3F: 3 clusters Score -355286.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -355544.937500 Penalty: 4051.990723
	Iteration 4F: 3 clusters Score -355544.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -355694.500000 Penalty: 4051.990723
	Iteration 5Q: 3 clusters Score -355694.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -355759.968750 Penalty: 4051.990723
	Iteration 6Q: 3 clusters Score -355760 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -355798.031250 Penalty: 4051.990723
	Iteration 7Q: 3 clusters Score -355798 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -355818.937500 Penalty: 4051.990723
	Iteration 8Q: 3 clusters Score -355818.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -355836.718750 Penalty: 4051.990723
	Iteration 9Q: 3 clusters Score -355836.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -355847.218750 Penalty: 4051.990723
	Iteration 10Q: 3 clusters Score -355847.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -355858.468750 Penalty: 4051.990723
	Iteration 11Q: 3 clusters Score -355858.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -355862.312500 Penalty: 4051.990723
	Iteration 12Q: 3 clusters Score -355862.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -355864.281250 Penalty: 4051.990723
	Iteration 13Q: 3 clusters Score -355864.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -355867.687500 Penalty: 4051.990723
	Iteration 14Q: 3 clusters Score -355867.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -355869.343750 Penalty: 4051.990723
	Iteration 15Q: 3 clusters Score -355869.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -355872.343750 Penalty: 4051.990723
	Iteration 16Q: 3 clusters Score -355872.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -355875.375000 Penalty: 4051.990723
	Iteration 17Q: 3 clusters Score -355875.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -355876.781250 Penalty: 4051.990723
	Iteration 18Q: 3 clusters Score -355876.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -355877.531250 Penalty: 4051.990723
	Iteration 19Q: 3 clusters Score -355877.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -355878.937500 Penalty: 4051.990723
	Iteration 20F: 3 clusters Score -355878.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -355880.750000 Penalty: 4051.990723
	Iteration 21Q: 3 clusters Score -355880.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -355880.437500 Penalty: 4051.990723
	Iteration 22Q: 3 clusters Score -355880.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -355881.468750 Penalty: 4051.990723
	Iteration 23Q: 3 clusters Score -355881.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -355882.750000 Penalty: 4051.990723
	Iteration 24Q: 3 clusters Score -355882.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -355884.875000 Penalty: 4051.990723
	Iteration 25Q: 3 clusters Score -355884.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -355887.437500 Penalty: 4051.990723
	Iteration 26Q: 3 clusters Score -355887.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -355890.218750 Penalty: 4051.990723
	Iteration 27Q: 3 clusters Score -355890.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -355893.156250 Penalty: 4051.990723
	Iteration 28Q: 3 clusters Score -355893.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -355894.218750 Penalty: 4051.990723
	Iteration 29Q: 3 clusters Score -355894.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -355896.062500 Penalty: 4051.990723
	Iteration 30Q: 3 clusters Score -355896.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -355900.281250 Penalty: 4051.990723
	Iteration 31Q: 3 clusters Score -355900.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -355903.750000 Penalty: 4051.990723
	Iteration 32Q: 3 clusters Score -355903.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -355906.343750 Penalty: 4051.990723
	Iteration 33Q: 3 clusters Score -355906.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -355907.500000 Penalty: 4051.990723
	Iteration 34Q: 3 clusters Score -355907.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -355907.500000 Penalty: 4051.990723
	Iteration 35F: 3 clusters Score -355907.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (3022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Entering Unmasked Estep 
Score: -327937.000000 Penalty: 1987.391113
	Iteration 0F: 2 clusters Score -327937 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -324699.062500 Penalty: 3974.782227
	Iteration 0F: 3 clusters Score -324699.1 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -325893.062500 Penalty: 3974.782227
	Iteration 1F: 3 clusters Score -325893.1 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -326525.812500 Penalty: 3974.782227
	Iteration 2F: 3 clusters Score -326525.8 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -327163.250000 Penalty: 3974.782227
	Iteration 3F: 3 clusters Score -327163.2 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -327744.531250 Penalty: 3974.782227
	Iteration 4F: 3 clusters Score -327744.5 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -328158.656250 Penalty: 3974.782227
	Iteration 5F: 3 clusters Score -328158.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -328337.375000 Penalty: 3974.782227
	Iteration 6Q: 3 clusters Score -328337.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -328425.125000 Penalty: 3974.782227
	Iteration 7Q: 3 clusters Score -328425.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -328484.843750 Penalty: 3974.782227
	Iteration 8Q: 3 clusters Score -328484.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -328524.125000 Penalty: 3974.782227
	Iteration 9Q: 3 clusters Score -328524.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -328545.687500 Penalty: 3974.782227
	Iteration 10Q: 3 clusters Score -328545.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -328561.750000 Penalty: 3974.782227
	Iteration 11Q: 3 clusters Score -328561.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -328568.875000 Penalty: 3974.782227
	Iteration 12Q: 3 clusters Score -328568.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -328571.406250 Penalty: 3974.782227
	Iteration 13Q: 3 clusters Score -328571.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -328571.406250 Penalty: 3974.782227
	Iteration 14F: 3 clusters Score -328571.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 25253 members 
Mstep: Class 2 contains 46675 members 
Mstep: Class 3 contains 3324 members 
Mstep: Class 4 contains 1723 members 
Mstep: Class 5 contains 245297 members 
Mstep: Class 6 contains 1278 members 
Mstep: Class 7 contains 5728 members 
Mstep: Class 8 contains 216525 members 
Mstep: Class 9 contains 95667 members 
Mstep: Class 10 contains 27392 members 
Mstep: Class 11 contains 9963 members 
Mstep: Class 12 contains 44464 members 
Mstep: Class 13 contains 1422 members 
Mstep: Class 14 contains 10605 members 
Mstep: Class 15 contains 7140 members 
Mstep: Class 16 contains 216543 members 
Mstep: Class 17 contains 1271 members 
Mstep: Class 18 contains 3398 members 
Mstep: Class 19 contains 1170 members 
Mstep: Class 20 contains 10526 members 
Mstep: Class 21 contains 27369 members 
Mstep: Class 22 contains 203148 members 
Mstep: Class 23 contains 9514 members 
Mstep: Class 24 contains 15531 members 
Mstep: Class 25 contains 7798 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 5096 members 
Mstep: Class 28 contains 9079 members 
Mstep: Class 29 contains 3531 members 
Mstep: Class 30 contains 354 members 
Mstep: Class 31 contains 4694 members 
Mstep: Class 32 contains 50801 members 
Mstep: Class 33 contains 1334 members 
Mstep: Class 34 contains 41339 members 
Mstep: Class 35 contains 1496 members 
Mstep: Class 36 contains 2668 members 
Entering Unmasked Estep 
Score: -155598032.000000 Penalty: 126091.726562
Splitting cluster 30 changes total score from -155596352.000000 to -155598032.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 31 (4694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Entering Unmasked Estep 
Score: -516109.593750 Penalty: 2096.602051
	Iteration 0F: 2 clusters Score -516109.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -511741.156250 Penalty: 4193.204102
	Iteration 0F: 3 clusters Score -511741.2 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -512769.875000 Penalty: 4193.204102
	Iteration 1F: 3 clusters Score -512769.9 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -512993.937500 Penalty: 4193.204102
	Iteration 2F: 3 clusters Score -512993.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -513110.062500 Penalty: 4193.204102
	Iteration 3Q: 3 clusters Score -513110.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -513186.156250 Penalty: 4193.204102
	Iteration 4Q: 3 clusters Score -513186.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -513233.562500 Penalty: 4193.204102
	Iteration 5Q: 3 clusters Score -513233.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -513266.187500 Penalty: 4193.204102
	Iteration 6Q: 3 clusters Score -513266.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -513293.625000 Penalty: 4193.204102
	Iteration 7Q: 3 clusters Score -513293.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -513317.500000 Penalty: 4193.204102
	Iteration 8Q: 3 clusters Score -513317.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -513337.718750 Penalty: 4193.204102
	Iteration 9Q: 3 clusters Score -513337.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -513349.687500 Penalty: 4193.204102
	Iteration 10Q: 3 clusters Score -513349.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -513359.093750 Penalty: 4193.204102
	Iteration 11Q: 3 clusters Score -513359.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -513366.000000 Penalty: 4193.204102
	Iteration 12Q: 3 clusters Score -513366 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -513371.062500 Penalty: 4193.204102
	Iteration 13Q: 3 clusters Score -513371.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -513376.250000 Penalty: 4193.204102
	Iteration 14Q: 3 clusters Score -513376.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -513380.312500 Penalty: 4193.204102
	Iteration 15Q: 3 clusters Score -513380.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -513381.843750 Penalty: 4193.204102
	Iteration 16Q: 3 clusters Score -513381.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -513384.812500 Penalty: 4193.204102
	Iteration 17Q: 3 clusters Score -513384.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -513388.718750 Penalty: 4193.204102
	Iteration 18Q: 3 clusters Score -513388.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -513391.406250 Penalty: 4193.204102
	Iteration 19Q: 3 clusters Score -513391.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -513393.687500 Penalty: 4193.204102
	Iteration 20F: 3 clusters Score -513393.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -513397.062500 Penalty: 4193.204102
	Iteration 21Q: 3 clusters Score -513397.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -513399.781250 Penalty: 4193.204102
	Iteration 22Q: 3 clusters Score -513399.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -513403.187500 Penalty: 4193.204102
	Iteration 23Q: 3 clusters Score -513403.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -513404.062500 Penalty: 4193.204102
	Iteration 24Q: 3 clusters Score -513404.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -513405.218750 Penalty: 4193.204102
	Iteration 25Q: 3 clusters Score -513405.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -513409.000000 Penalty: 4193.204102
	Iteration 26Q: 3 clusters Score -513409 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -513411.156250 Penalty: 4193.204102
	Iteration 27Q: 3 clusters Score -513411.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -513415.718750 Penalty: 4193.204102
	Iteration 28Q: 3 clusters Score -513415.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -513419.312500 Penalty: 4193.204102
	Iteration 29Q: 3 clusters Score -513419.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -513420.406250 Penalty: 4193.204102
	Iteration 30Q: 3 clusters Score -513420.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -513423.312500 Penalty: 4193.204102
	Iteration 31Q: 3 clusters Score -513423.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -513424.375000 Penalty: 4193.204102
	Iteration 32Q: 3 clusters Score -513424.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -513424.781250 Penalty: 4193.204102
	Iteration 33Q: 3 clusters Score -513424.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -513426.593750 Penalty: 4193.204102
	Iteration 34Q: 3 clusters Score -513426.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -513427.437500 Penalty: 4193.204102
	Iteration 35Q: 3 clusters Score -513427.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -513428.000000 Penalty: 4193.204102
	Iteration 36Q: 3 clusters Score -513428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -513428.062500 Penalty: 4193.204102
	Iteration 37Q: 3 clusters Score -513428.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -513429.000000 Penalty: 4193.204102
	Iteration 38Q: 3 clusters Score -513429 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -513429.000000 Penalty: 4193.204102
	Iteration 39F: 3 clusters Score -513429 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (50801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50801 members 
Entering Unmasked Estep 
Score: -5833387.500000 Penalty: 2687.246582
	Iteration 0F: 2 clusters Score -5833388 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25480 members 
Mstep: Class 2 contains 25321 members 
Entering Unmasked Estep 
Score: -5799131.000000 Penalty: 5374.493164
	Iteration 0F: 3 clusters Score -5799131 nChanged 23555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26635 members 
Mstep: Class 2 contains 24166 members 
Entering Unmasked Estep 
Score: -5812430.000000 Penalty: 5374.493164
	Iteration 1F: 3 clusters Score -5812430 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27560 members 
Mstep: Class 2 contains 23241 members 
Entering Unmasked Estep 
Score: -5813525.500000 Penalty: 5374.493164
	Iteration 2F: 3 clusters Score -5813526 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28913 members 
Mstep: Class 2 contains 21888 members 
Entering Unmasked Estep 
Score: -5814960.500000 Penalty: 5374.493164
	Iteration 3F: 3 clusters Score -5814960 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30647 members 
Mstep: Class 2 contains 20154 members 
Entering Unmasked Estep 
Score: -5816760.000000 Penalty: 5374.493164
	Iteration 4F: 3 clusters Score -5816760 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32787 members 
Mstep: Class 2 contains 18014 members 
Entering Unmasked Estep 
Score: -5818832.000000 Penalty: 5374.493164
	Iteration 5F: 3 clusters Score -5818832 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34958 members 
Mstep: Class 2 contains 15843 members 
Entering Unmasked Estep 
Score: -5820974.500000 Penalty: 5374.493164
	Iteration 6F: 3 clusters Score -5820974 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37128 members 
Mstep: Class 2 contains 13673 members 
Entering Unmasked Estep 
Score: -5822860.500000 Penalty: 5374.493164
	Iteration 7F: 3 clusters Score -5822860 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39123 members 
Mstep: Class 2 contains 11678 members 
Entering Unmasked Estep 
Score: -5824464.500000 Penalty: 5374.493164
	Iteration 8F: 3 clusters Score -5824464 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40918 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -5825779.500000 Penalty: 5374.493164
	Iteration 9Q: 3 clusters Score -5825780 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42478 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -5826974.500000 Penalty: 5374.493164
	Iteration 10Q: 3 clusters Score -5826974 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43898 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -5828049.000000 Penalty: 5374.493164
	Iteration 11Q: 3 clusters Score -5828049 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45063 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -5829016.000000 Penalty: 5374.493164
	Iteration 12Q: 3 clusters Score -5829016 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45995 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -5829722.500000 Penalty: 5374.493164
	Iteration 13Q: 3 clusters Score -5829722 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46679 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -5830252.000000 Penalty: 5374.493164
	Iteration 14Q: 3 clusters Score -5830252 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47209 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -5830619.500000 Penalty: 5374.493164
	Iteration 15Q: 3 clusters Score -5830620 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47586 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -5830870.500000 Penalty: 5374.493164
	Iteration 16Q: 3 clusters Score -5830870 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47906 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -5831025.000000 Penalty: 5374.493164
	Iteration 17Q: 3 clusters Score -5831025 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48153 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -5831156.000000 Penalty: 5374.493164
	Iteration 18Q: 3 clusters Score -5831156 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48365 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -5831256.000000 Penalty: 5374.493164
	Iteration 19Q: 3 clusters Score -5831256 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48532 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -5831293.500000 Penalty: 5374.493164
	Iteration 20F: 3 clusters Score -5831294 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48675 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -5831372.000000 Penalty: 5374.493164
	Iteration 21Q: 3 clusters Score -5831372 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48785 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -5831418.500000 Penalty: 5374.493164
	Iteration 22Q: 3 clusters Score -5831418 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48870 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -5831461.000000 Penalty: 5374.493164
	Iteration 23Q: 3 clusters Score -5831461 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48942 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -5831484.000000 Penalty: 5374.493164
	Iteration 24Q: 3 clusters Score -5831484 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48998 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -5831513.000000 Penalty: 5374.493164
	Iteration 25Q: 3 clusters Score -5831513 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49055 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -5831557.000000 Penalty: 5374.493164
	Iteration 26Q: 3 clusters Score -5831557 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49107 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -5831589.000000 Penalty: 5374.493164
	Iteration 27Q: 3 clusters Score -5831589 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49151 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -5831609.500000 Penalty: 5374.493164
	Iteration 28Q: 3 clusters Score -5831610 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49188 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -5831619.000000 Penalty: 5374.493164
	Iteration 29Q: 3 clusters Score -5831619 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49229 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -5831639.500000 Penalty: 5374.493164
	Iteration 30Q: 3 clusters Score -5831640 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49262 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -5831648.000000 Penalty: 5374.493164
	Iteration 31Q: 3 clusters Score -5831648 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49290 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -5831675.500000 Penalty: 5374.493164
	Iteration 32Q: 3 clusters Score -5831676 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49319 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -5831701.500000 Penalty: 5374.493164
	Iteration 33Q: 3 clusters Score -5831702 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49358 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -5831721.500000 Penalty: 5374.493164
	Iteration 34Q: 3 clusters Score -5831722 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49395 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -5831772.500000 Penalty: 5374.493164
	Iteration 35Q: 3 clusters Score -5831772 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49427 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -5831772.000000 Penalty: 5374.493164
	Iteration 36Q: 3 clusters Score -5831772 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49455 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -5831786.500000 Penalty: 5374.493164
	Iteration 37Q: 3 clusters Score -5831786 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49471 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -5831802.000000 Penalty: 5374.493164
	Iteration 38Q: 3 clusters Score -5831802 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49491 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -5831815.500000 Penalty: 5374.493164
	Iteration 39Q: 3 clusters Score -5831816 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49510 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -5831819.500000 Penalty: 5374.493164
	Iteration 40F: 3 clusters Score -5831820 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49524 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -5831839.500000 Penalty: 5374.493164
	Iteration 41Q: 3 clusters Score -5831840 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49536 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -5831847.500000 Penalty: 5374.493164
	Iteration 42Q: 3 clusters Score -5831848 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49555 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -5831875.500000 Penalty: 5374.493164
	Iteration 43Q: 3 clusters Score -5831876 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49579 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -5831892.500000 Penalty: 5374.493164
	Iteration 44Q: 3 clusters Score -5831892 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49590 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -5831903.500000 Penalty: 5374.493164
	Iteration 45Q: 3 clusters Score -5831904 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49605 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -5831910.000000 Penalty: 5374.493164
	Iteration 46Q: 3 clusters Score -5831910 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49620 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -5831925.000000 Penalty: 5374.493164
	Iteration 47Q: 3 clusters Score -5831925 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49632 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -5831940.000000 Penalty: 5374.493164
	Iteration 48Q: 3 clusters Score -5831940 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49648 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -5831947.000000 Penalty: 5374.493164
	Iteration 49Q: 3 clusters Score -5831947 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49668 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -5831958.000000 Penalty: 5374.493164
	Iteration 50Q: 3 clusters Score -5831958 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49686 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -5831977.500000 Penalty: 5374.493164
	Iteration 51Q: 3 clusters Score -5831978 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49693 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -5831989.000000 Penalty: 5374.493164
	Iteration 52Q: 3 clusters Score -5831989 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49701 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -5831994.000000 Penalty: 5374.493164
	Iteration 53Q: 3 clusters Score -5831994 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49704 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -5831994.500000 Penalty: 5374.493164
	Iteration 54Q: 3 clusters Score -5831994 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49701 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -5831999.500000 Penalty: 5374.493164
	Iteration 55Q: 3 clusters Score -5832000 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49704 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -5831999.000000 Penalty: 5374.493164
	Iteration 56Q: 3 clusters Score -5831999 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49706 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -5832005.500000 Penalty: 5374.493164
	Iteration 57Q: 3 clusters Score -5832006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49708 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -5832003.000000 Penalty: 5374.493164
	Iteration 58Q: 3 clusters Score -5832003 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49708 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -5832003.000000 Penalty: 5374.493164
	Iteration 59F: 3 clusters Score -5832003 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Entering Unmasked Estep 
Score: -135514.078125 Penalty: 1784.592407
	Iteration 0F: 2 clusters Score -135514.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -133390.875000 Penalty: 3569.184814
	Iteration 0F: 3 clusters Score -133390.9 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -133703.640625 Penalty: 3569.184814
	Iteration 1F: 3 clusters Score -133703.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -133781.500000 Penalty: 3569.184814
	Iteration 2F: 3 clusters Score -133781.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -133826.312500 Penalty: 3569.184814
	Iteration 3Q: 3 clusters Score -133826.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -133862.312500 Penalty: 3569.184814
	Iteration 4Q: 3 clusters Score -133862.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -133882.781250 Penalty: 3569.184814
	Iteration 5Q: 3 clusters Score -133882.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -133902.078125 Penalty: 3569.184814
	Iteration 6Q: 3 clusters Score -133902.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -133923.609375 Penalty: 3569.184814
	Iteration 7Q: 3 clusters Score -133923.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -133942.234375 Penalty: 3569.184814
	Iteration 8Q: 3 clusters Score -133942.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -133951.156250 Penalty: 3569.184814
	Iteration 9Q: 3 clusters Score -133951.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -133960.359375 Penalty: 3569.184814
	Iteration 10Q: 3 clusters Score -133960.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -133972.031250 Penalty: 3569.184814
	Iteration 11Q: 3 clusters Score -133972 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -133981.953125 Penalty: 3569.184814
	Iteration 12Q: 3 clusters Score -133982 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -133992.843750 Penalty: 3569.184814
	Iteration 13Q: 3 clusters Score -133992.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -133996.187500 Penalty: 3569.184814
	Iteration 14Q: 3 clusters Score -133996.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -133998.890625 Penalty: 3569.184814
	Iteration 15Q: 3 clusters Score -133998.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -134002.015625 Penalty: 3569.184814
	Iteration 16Q: 3 clusters Score -134002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -134004.796875 Penalty: 3569.184814
	Iteration 17Q: 3 clusters Score -134004.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -134006.187500 Penalty: 3569.184814
	Iteration 18Q: 3 clusters Score -134006.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -134008.203125 Penalty: 3569.184814
	Iteration 19Q: 3 clusters Score -134008.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -134011.781250 Penalty: 3569.184814
	Iteration 20F: 3 clusters Score -134011.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -134013.281250 Penalty: 3569.184814
	Iteration 21Q: 3 clusters Score -134013.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -134013.281250 Penalty: 3569.184814
	Iteration 22F: 3 clusters Score -134013.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 25253 members 
Mstep: Class 2 contains 46675 members 
Mstep: Class 3 contains 3324 members 
Mstep: Class 4 contains 1723 members 
Mstep: Class 5 contains 245297 members 
Mstep: Class 6 contains 1278 members 
Mstep: Class 7 contains 5728 members 
Mstep: Class 8 contains 216525 members 
Mstep: Class 9 contains 95667 members 
Mstep: Class 10 contains 27392 members 
Mstep: Class 11 contains 9963 members 
Mstep: Class 12 contains 44464 members 
Mstep: Class 13 contains 1422 members 
Mstep: Class 14 contains 10605 members 
Mstep: Class 15 contains 7140 members 
Mstep: Class 16 contains 216543 members 
Mstep: Class 17 contains 1271 members 
Mstep: Class 18 contains 3398 members 
Mstep: Class 19 contains 1170 members 
Mstep: Class 20 contains 10526 members 
Mstep: Class 21 contains 27369 members 
Mstep: Class 22 contains 203148 members 
Mstep: Class 23 contains 9514 members 
Mstep: Class 24 contains 15531 members 
Mstep: Class 25 contains 7798 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 5096 members 
Mstep: Class 28 contains 9079 members 
Mstep: Class 29 contains 3531 members 
Mstep: Class 30 contains 354 members 
Mstep: Class 31 contains 4694 members 
Mstep: Class 32 contains 50801 members 
Mstep: Class 33 contains 1334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155601536.000000 Penalty: 126091.726562
Iteration 119Q: 37 clusters Score -1.556015e+08 nChanged 7942
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 25398 members 
Mstep: Class 2 contains 46656 members 
Mstep: Class 3 contains 3331 members 
Mstep: Class 4 contains 1749 members 
Mstep: Class 5 contains 246116 members 
Mstep: Class 6 contains 1297 members 
Mstep: Class 7 contains 5832 members 
Mstep: Class 8 contains 216447 members 
Mstep: Class 9 contains 93671 members 
Mstep: Class 10 contains 28576 members 
Mstep: Class 11 contains 10049 members 
Mstep: Class 12 contains 44398 members 
Mstep: Class 13 contains 1409 members 
Mstep: Class 14 contains 10605 members 
Mstep: Class 15 contains 7172 members 
Mstep: Class 16 contains 216351 members 
Mstep: Class 17 contains 1271 members 
Mstep: Class 18 contains 3544 members 
Mstep: Class 19 contains 1170 members 
Mstep: Class 20 contains 10482 members 
Mstep: Class 21 contains 27889 members 
Mstep: Class 22 contains 203746 members 
Mstep: Class 23 contains 9599 members 
Mstep: Class 24 contains 15614 members 
Mstep: Class 25 contains 7853 members 
Mstep: Class 26 contains 1127 members 
Mstep: Class 27 contains 5592 members 
Mstep: Class 28 contains 9076 members 
Mstep: Class 29 contains 3605 members 
Mstep: Class 30 contains 365 members 
Mstep: Class 31 contains 4696 members 
Mstep: Class 32 contains 50994 members 
Mstep: Class 33 contains 1335 members 
Mstep: Class 34 contains 39185 members 
Mstep: Class 35 contains 1420 members 
Mstep: Class 36 contains 2621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155605376.000000 Penalty: 126091.726562
Iteration 120F: 37 clusters Score -1.556054e+08 nChanged 9736
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 25224 members 
Mstep: Class 2 contains 46525 members 
Mstep: Class 3 contains 3334 members 
Mstep: Class 4 contains 1755 members 
Mstep: Class 5 contains 244923 members 
Mstep: Class 6 contains 1288 members 
Mstep: Class 7 contains 5842 members 
Mstep: Class 8 contains 216150 members 
Mstep: Class 9 contains 92117 members 
Mstep: Class 10 contains 29878 members 
Mstep: Class 11 contains 9945 members 
Mstep: Class 12 contains 44387 members 
Mstep: Class 13 contains 1396 members 
Mstep: Class 14 contains 10600 members 
Mstep: Class 15 contains 6861 members 
Mstep: Class 16 contains 216169 members 
Mstep: Class 17 contains 1273 members 
Mstep: Class 18 contains 3624 members 
Mstep: Class 19 contains 1170 members 
Mstep: Class 20 contains 10487 members 
Mstep: Class 21 contains 28191 members 
Mstep: Class 22 contains 203048 members 
Mstep: Class 23 contains 9517 members 
Mstep: Class 24 contains 15513 members 
Mstep: Class 25 contains 7845 members 
Mstep: Class 26 contains 1119 members 
Mstep: Class 27 contains 5945 members 
Mstep: Class 28 contains 9073 members 
Mstep: Class 29 contains 3630 members 
Mstep: Class 30 contains 378 members 
Mstep: Class 31 contains 4682 members 
Mstep: Class 32 contains 50225 members 
Mstep: Class 33 contains 1333 members 
Mstep: Class 34 contains 42424 members 
Mstep: Class 35 contains 1586 members 
Mstep: Class 36 contains 2784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155609152.000000 Penalty: 126091.726562
Iteration 121Q: 37 clusters Score -1.556092e+08 nChanged 7298
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 25148 members 
Mstep: Class 2 contains 46427 members 
Mstep: Class 3 contains 3341 members 
Mstep: Class 4 contains 1761 members 
Mstep: Class 5 contains 243886 members 
Mstep: Class 6 contains 1291 members 
Mstep: Class 7 contains 5860 members 
Mstep: Class 8 contains 215673 members 
Mstep: Class 9 contains 90858 members 
Mstep: Class 10 contains 31063 members 
Mstep: Class 11 contains 9861 members 
Mstep: Class 12 contains 44380 members 
Mstep: Class 13 contains 1380 members 
Mstep: Class 14 contains 10592 members 
Mstep: Class 15 contains 6619 members 
Mstep: Class 16 contains 216048 members 
Mstep: Class 17 contains 1273 members 
Mstep: Class 18 contains 3687 members 
Mstep: Class 19 contains 1170 members 
Mstep: Class 20 contains 10513 members 
Mstep: Class 21 contains 28413 members 
Mstep: Class 22 contains 202605 members 
Mstep: Class 23 contains 9449 members 
Mstep: Class 24 contains 15504 members 
Mstep: Class 25 contains 7848 members 
Mstep: Class 26 contains 1120 members 
Mstep: Class 27 contains 6159 members 
Mstep: Class 28 contains 9082 members 
Mstep: Class 29 contains 3668 members 
Mstep: Class 30 contains 380 members 
Mstep: Class 31 contains 4681 members 
Mstep: Class 32 contains 49554 members 
Mstep: Class 33 contains 1332 members 
Mstep: Class 34 contains 45034 members 
Mstep: Class 35 contains 1704 members 
Mstep: Class 36 contains 2877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155612096.000000 Penalty: 126091.726562
Iteration 122Q: 37 clusters Score -1.556121e+08 nChanged 5830
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 25096 members 
Mstep: Class 2 contains 46347 members 
Mstep: Class 3 contains 3348 members 
Mstep: Class 4 contains 1772 members 
Mstep: Class 5 contains 243083 members 
Mstep: Class 6 contains 1291 members 
Mstep: Class 7 contains 5868 members 
Mstep: Class 8 contains 215223 members 
Mstep: Class 9 contains 89785 members 
Mstep: Class 10 contains 32085 members 
Mstep: Class 11 contains 9770 members 
Mstep: Class 12 contains 44370 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 10589 members 
Mstep: Class 15 contains 6398 members 
Mstep: Class 16 contains 215989 members 
Mstep: Class 17 contains 1272 members 
Mstep: Class 18 contains 3725 members 
Mstep: Class 19 contains 1170 members 
Mstep: Class 20 contains 10551 members 
Mstep: Class 21 contains 28571 members 
Mstep: Class 22 contains 202249 members 
Mstep: Class 23 contains 9406 members 
Mstep: Class 24 contains 15531 members 
Mstep: Class 25 contains 7873 members 
Mstep: Class 26 contains 1118 members 
Mstep: Class 27 contains 6328 members 
Mstep: Class 28 contains 9093 members 
Mstep: Class 29 contains 3704 members 
Mstep: Class 30 contains 383 members 
Mstep: Class 31 contains 4683 members 
Mstep: Class 32 contains 48969 members 
Mstep: Class 33 contains 1331 members 
Mstep: Class 34 contains 47193 members 
Mstep: Class 35 contains 1785 members 
Mstep: Class 36 contains 2929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155613616.000000 Penalty: 126091.726562
Iteration 123Q: 37 clusters Score -1.556136e+08 nChanged 4783
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 25064 members 
Mstep: Class 2 contains 46296 members 
Mstep: Class 3 contains 3357 members 
Mstep: Class 4 contains 1777 members 
Mstep: Class 5 contains 242383 members 
Mstep: Class 6 contains 1293 members 
Mstep: Class 7 contains 5880 members 
Mstep: Class 8 contains 214830 members 
Mstep: Class 9 contains 88900 members 
Mstep: Class 10 contains 32985 members 
Mstep: Class 11 contains 9718 members 
Mstep: Class 12 contains 44360 members 
Mstep: Class 13 contains 1351 members 
Mstep: Class 14 contains 10581 members 
Mstep: Class 15 contains 6205 members 
Mstep: Class 16 contains 215934 members 
Mstep: Class 17 contains 1273 members 
Mstep: Class 18 contains 3761 members 
Mstep: Class 19 contains 1170 members 
Mstep: Class 20 contains 10587 members 
Mstep: Class 21 contains 28691 members 
Mstep: Class 22 contains 202011 members 
Mstep: Class 23 contains 9365 members 
Mstep: Class 24 contains 15574 members 
Mstep: Class 25 contains 7885 members 
Mstep: Class 26 contains 1117 members 
Mstep: Class 27 contains 6414 members 
Mstep: Class 28 contains 9089 members 
Mstep: Class 29 contains 3728 members 
Mstep: Class 30 contains 386 members 
Mstep: Class 31 contains 4678 members 
Mstep: Class 32 contains 48462 members 
Mstep: Class 33 contains 1331 members 
Mstep: Class 34 contains 48979 members 
Mstep: Class 35 contains 1851 members 
Mstep: Class 36 contains 2975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155615328.000000 Penalty: 126091.726562
Iteration 124Q: 37 clusters Score -1.556153e+08 nChanged 4077
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 25047 members 
Mstep: Class 2 contains 46239 members 
Mstep: Class 3 contains 3369 members 
Mstep: Class 4 contains 1780 members 
Mstep: Class 5 contains 241760 members 
Mstep: Class 6 contains 1296 members 
Mstep: Class 7 contains 5896 members 
Mstep: Class 8 contains 214487 members 
Mstep: Class 9 contains 88110 members 
Mstep: Class 10 contains 33757 members 
Mstep: Class 11 contains 9681 members 
Mstep: Class 12 contains 44358 members 
Mstep: Class 13 contains 1339 members 
Mstep: Class 14 contains 10578 members 
Mstep: Class 15 contains 6061 members 
Mstep: Class 16 contains 215915 members 
Mstep: Class 17 contains 1273 members 
Mstep: Class 18 contains 3787 members 
Mstep: Class 19 contains 1170 members 
Mstep: Class 20 contains 10606 members 
Mstep: Class 21 contains 28809 members 
Mstep: Class 22 contains 201813 members 
Mstep: Class 23 contains 9341 members 
Mstep: Class 24 contains 15604 members 
Mstep: Class 25 contains 7903 members 
Mstep: Class 26 contains 1118 members 
Mstep: Class 27 contains 6481 members 
Mstep: Class 28 contains 9094 members 
Mstep: Class 29 contains 3745 members 
Mstep: Class 30 contains 385 members 
Mstep: Class 31 contains 4667 members 
Mstep: Class 32 contains 48011 members 
Mstep: Class 33 contains 1329 members 
Mstep: Class 34 contains 50516 members 
Mstep: Class 35 contains 1895 members 
Mstep: Class 36 contains 3021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155616944.000000 Penalty: 126091.726562
Iteration 125Q: 37 clusters Score -1.556169e+08 nChanged 3459
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 25005 members 
Mstep: Class 2 contains 46179 members 
Mstep: Class 3 contains 3375 members 
Mstep: Class 4 contains 1786 members 
Mstep: Class 5 contains 241246 members 
Mstep: Class 6 contains 1300 members 
Mstep: Class 7 contains 5917 members 
Mstep: Class 8 contains 214212 members 
Mstep: Class 9 contains 87457 members 
Mstep: Class 10 contains 34391 members 
Mstep: Class 11 contains 9665 members 
Mstep: Class 12 contains 44351 members 
Mstep: Class 13 contains 1333 members 
Mstep: Class 14 contains 10576 members 
Mstep: Class 15 contains 5951 members 
Mstep: Class 16 contains 215881 members 
Mstep: Class 17 contains 1273 members 
Mstep: Class 18 contains 3803 members 
Mstep: Class 19 contains 1170 members 
Mstep: Class 20 contains 10635 members 
Mstep: Class 21 contains 28877 members 
Mstep: Class 22 contains 201652 members 
Mstep: Class 23 contains 9320 members 
Mstep: Class 24 contains 15616 members 
Mstep: Class 25 contains 7921 members 
Mstep: Class 26 contains 1118 members 
Mstep: Class 27 contains 6523 members 
Mstep: Class 28 contains 9102 members 
Mstep: Class 29 contains 3763 members 
Mstep: Class 30 contains 385 members 
Mstep: Class 31 contains 4660 members 
Mstep: Class 32 contains 47630 members 
Mstep: Class 33 contains 1327 members 
Mstep: Class 34 contains 51840 members 
Mstep: Class 35 contains 1939 members 
Mstep: Class 36 contains 3062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155617920.000000 Penalty: 126091.726562
Iteration 126Q: 37 clusters Score -1.556179e+08 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 24984 members 
Mstep: Class 2 contains 46148 members 
Mstep: Class 3 contains 3378 members 
Mstep: Class 4 contains 1787 members 
Mstep: Class 5 contains 240849 members 
Mstep: Class 6 contains 1306 members 
Mstep: Class 7 contains 5927 members 
Mstep: Class 8 contains 213991 members 
Mstep: Class 9 contains 86881 members 
Mstep: Class 10 contains 34908 members 
Mstep: Class 11 contains 9639 members 
Mstep: Class 12 contains 44349 members 
Mstep: Class 13 contains 1324 members 
Mstep: Class 14 contains 10571 members 
Mstep: Class 15 contains 5858 members 
Mstep: Class 16 contains 215883 members 
Mstep: Class 17 contains 1273 members 
Mstep: Class 18 contains 3811 members 
Mstep: Class 19 contains 1170 members 
Mstep: Class 20 contains 10662 members 
Mstep: Class 21 contains 28925 members 
Mstep: Class 22 contains 201526 members 
Mstep: Class 23 contains 9304 members 
Mstep: Class 24 contains 15644 members 
Mstep: Class 25 contains 7928 members 
Mstep: Class 26 contains 1118 members 
Mstep: Class 27 contains 6554 members 
Mstep: Class 28 contains 9111 members 
Mstep: Class 29 contains 3789 members 
Mstep: Class 30 contains 383 members 
Mstep: Class 31 contains 4647 members 
Mstep: Class 32 contains 47275 members 
Mstep: Class 33 contains 1325 members 
Mstep: Class 34 contains 52946 members 
Mstep: Class 35 contains 1970 members 
Mstep: Class 36 contains 3097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155618592.000000 Penalty: 126091.726562
Iteration 127Q: 37 clusters Score -1.556186e+08 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 24967 members 
Mstep: Class 2 contains 46106 members 
Mstep: Class 3 contains 3382 members 
Mstep: Class 4 contains 1787 members 
Mstep: Class 5 contains 240504 members 
Mstep: Class 6 contains 1308 members 
Mstep: Class 7 contains 5943 members 
Mstep: Class 8 contains 213787 members 
Mstep: Class 9 contains 86412 members 
Mstep: Class 10 contains 35349 members 
Mstep: Class 11 contains 9609 members 
Mstep: Class 12 contains 44344 members 
Mstep: Class 13 contains 1319 members 
Mstep: Class 14 contains 10569 members 
Mstep: Class 15 contains 5776 members 
Mstep: Class 16 contains 215864 members 
Mstep: Class 17 contains 1273 members 
Mstep: Class 18 contains 3826 members 
Mstep: Class 19 contains 1170 members 
Mstep: Class 20 contains 10679 members 
Mstep: Class 21 contains 28985 members 
Mstep: Class 22 contains 201396 members 
Mstep: Class 23 contains 9295 members 
Mstep: Class 24 contains 15689 members 
Mstep: Class 25 contains 7940 members 
Mstep: Class 26 contains 1118 members 
Mstep: Class 27 contains 6574 members 
Mstep: Class 28 contains 9120 members 
Mstep: Class 29 contains 3814 members 
Mstep: Class 30 contains 383 members 
Mstep: Class 31 contains 4641 members 
Mstep: Class 32 contains 46975 members 
Mstep: Class 33 contains 1322 members 
Mstep: Class 34 contains 53886 members 
Mstep: Class 35 contains 2002 members 
Mstep: Class 36 contains 3127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155619392.000000 Penalty: 126091.726562
Iteration 128Q: 37 clusters Score -1.556194e+08 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 24933 members 
Mstep: Class 2 contains 46070 members 
Mstep: Class 3 contains 3385 members 
Mstep: Class 4 contains 1788 members 
Mstep: Class 5 contains 240193 members 
Mstep: Class 6 contains 1308 members 
Mstep: Class 7 contains 5958 members 
Mstep: Class 8 contains 213610 members 
Mstep: Class 9 contains 86034 members 
Mstep: Class 10 contains 35712 members 
Mstep: Class 11 contains 9589 members 
Mstep: Class 12 contains 44344 members 
Mstep: Class 13 contains 1315 members 
Mstep: Class 14 contains 10568 members 
Mstep: Class 15 contains 5720 members 
Mstep: Class 16 contains 215852 members 
Mstep: Class 17 contains 1273 members 
Mstep: Class 18 contains 3837 members 
Mstep: Class 19 contains 1170 members 
Mstep: Class 20 contains 10693 members 
Mstep: Class 21 contains 29023 members 
Mstep: Class 22 contains 201300 members 
Mstep: Class 23 contains 9280 members 
Mstep: Class 24 contains 15721 members 
Mstep: Class 25 contains 7956 members 
Mstep: Class 26 contains 1119 members 
Mstep: Class 27 contains 6594 members 
Mstep: Class 28 contains 9123 members 
Mstep: Class 29 contains 3833 members 
Mstep: Class 30 contains 383 members 
Mstep: Class 31 contains 4634 members 
Mstep: Class 32 contains 46705 members 
Mstep: Class 33 contains 1320 members 
Mstep: Class 34 contains 54709 members 
Mstep: Class 35 contains 2034 members 
Mstep: Class 36 contains 3155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155620048.000000 Penalty: 126091.726562
Iteration 129Q: 37 clusters Score -1.5562e+08 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 24900 members 
Mstep: Class 2 contains 46040 members 
Mstep: Class 3 contains 3389 members 
Mstep: Class 4 contains 1788 members 
Mstep: Class 5 contains 239924 members 
Mstep: Class 6 contains 1307 members 
Mstep: Class 7 contains 5963 members 
Mstep: Class 8 contains 213436 members 
Mstep: Class 9 contains 85697 members 
Mstep: Class 10 contains 36054 members 
Mstep: Class 11 contains 9563 members 
Mstep: Class 12 contains 44338 members 
Mstep: Class 13 contains 1312 members 
Mstep: Class 14 contains 10566 members 
Mstep: Class 15 contains 5677 members 
Mstep: Class 16 contains 215835 members 
Mstep: Class 17 contains 1274 members 
Mstep: Class 18 contains 3848 members 
Mstep: Class 19 contains 1170 members 
Mstep: Class 20 contains 10703 members 
Mstep: Class 21 contains 29054 members 
Mstep: Class 22 contains 201216 members 
Mstep: Class 23 contains 9274 members 
Mstep: Class 24 contains 15746 members 
Mstep: Class 25 contains 7970 members 
Mstep: Class 26 contains 1119 members 
Mstep: Class 27 contains 6627 members 
Mstep: Class 28 contains 9123 members 
Mstep: Class 29 contains 3853 members 
Mstep: Class 30 contains 384 members 
Mstep: Class 31 contains 4627 members 
Mstep: Class 32 contains 46499 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 55401 members 
Mstep: Class 35 contains 2066 members 
Mstep: Class 36 contains 3179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155620816.000000 Penalty: 126091.726562
Iteration 130Q: 37 clusters Score -1.556208e+08 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 24875 members 
Mstep: Class 2 contains 46008 members 
Mstep: Class 3 contains 3394 members 
Mstep: Class 4 contains 1787 members 
Mstep: Class 5 contains 239726 members 
Mstep: Class 6 contains 1308 members 
Mstep: Class 7 contains 5976 members 
Mstep: Class 8 contains 213287 members 
Mstep: Class 9 contains 85415 members 
Mstep: Class 10 contains 36345 members 
Mstep: Class 11 contains 9536 members 
Mstep: Class 12 contains 44341 members 
Mstep: Class 13 contains 1307 members 
Mstep: Class 14 contains 10564 members 
Mstep: Class 15 contains 5644 members 
Mstep: Class 16 contains 215815 members 
Mstep: Class 17 contains 1274 members 
Mstep: Class 18 contains 3852 members 
Mstep: Class 19 contains 1170 members 
Mstep: Class 20 contains 10713 members 
Mstep: Class 21 contains 29080 members 
Mstep: Class 22 contains 201139 members 
Mstep: Class 23 contains 9267 members 
Mstep: Class 24 contains 15777 members 
Mstep: Class 25 contains 7987 members 
Mstep: Class 26 contains 1118 members 
Mstep: Class 27 contains 6647 members 
Mstep: Class 28 contains 9124 members 
Mstep: Class 29 contains 3867 members 
Mstep: Class 30 contains 386 members 
Mstep: Class 31 contains 4619 members 
Mstep: Class 32 contains 46319 members 
Mstep: Class 33 contains 1317 members 
Mstep: Class 34 contains 55960 members 
Mstep: Class 35 contains 2096 members 
Mstep: Class 36 contains 3201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155620880.000000 Penalty: 126091.726562
Iteration 131Q: 37 clusters Score -1.556209e+08 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 24851 members 
Mstep: Class 2 contains 45995 members 
Mstep: Class 3 contains 3397 members 
Mstep: Class 4 contains 1788 members 
Mstep: Class 5 contains 239562 members 
Mstep: Class 6 contains 1308 members 
Mstep: Class 7 contains 5987 members 
Mstep: Class 8 contains 213150 members 
Mstep: Class 9 contains 85184 members 
Mstep: Class 10 contains 36579 members 
Mstep: Class 11 contains 9497 members 
Mstep: Class 12 contains 44341 members 
Mstep: Class 13 contains 1302 members 
Mstep: Class 14 contains 10562 members 
Mstep: Class 15 contains 5604 members 
Mstep: Class 16 contains 215806 members 
Mstep: Class 17 contains 1274 members 
Mstep: Class 18 contains 3857 members 
Mstep: Class 19 contains 1171 members 
Mstep: Class 20 contains 10712 members 
Mstep: Class 21 contains 29105 members 
Mstep: Class 22 contains 201074 members 
Mstep: Class 23 contains 9273 members 
Mstep: Class 24 contains 15797 members 
Mstep: Class 25 contains 7991 members 
Mstep: Class 26 contains 1118 members 
Mstep: Class 27 contains 6671 members 
Mstep: Class 28 contains 9126 members 
Mstep: Class 29 contains 3876 members 
Mstep: Class 30 contains 388 members 
Mstep: Class 31 contains 4607 members 
Mstep: Class 32 contains 46145 members 
Mstep: Class 33 contains 1317 members 
Mstep: Class 34 contains 56479 members 
Mstep: Class 35 contains 2127 members 
Mstep: Class 36 contains 3220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155621104.000000 Penalty: 126091.726562
Iteration 132Q: 37 clusters Score -1.556211e+08 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 24833 members 
Mstep: Class 2 contains 45984 members 
Mstep: Class 3 contains 3399 members 
Mstep: Class 4 contains 1789 members 
Mstep: Class 5 contains 239424 members 
Mstep: Class 6 contains 1309 members 
Mstep: Class 7 contains 5992 members 
Mstep: Class 8 contains 213038 members 
Mstep: Class 9 contains 84985 members 
Mstep: Class 10 contains 36764 members 
Mstep: Class 11 contains 9447 members 
Mstep: Class 12 contains 44343 members 
Mstep: Class 13 contains 1296 members 
Mstep: Class 14 contains 10562 members 
Mstep: Class 15 contains 5554 members 
Mstep: Class 16 contains 215807 members 
Mstep: Class 17 contains 1274 members 
Mstep: Class 18 contains 3863 members 
Mstep: Class 19 contains 1171 members 
Mstep: Class 20 contains 10708 members 
Mstep: Class 21 contains 29130 members 
Mstep: Class 22 contains 201006 members 
Mstep: Class 23 contains 9272 members 
Mstep: Class 24 contains 15818 members 
Mstep: Class 25 contains 7983 members 
Mstep: Class 26 contains 1119 members 
Mstep: Class 27 contains 6694 members 
Mstep: Class 28 contains 9132 members 
Mstep: Class 29 contains 3887 members 
Mstep: Class 30 contains 388 members 
Mstep: Class 31 contains 4604 members 
Mstep: Class 32 contains 45995 members 
Mstep: Class 33 contains 1317 members 
Mstep: Class 34 contains 56970 members 
Mstep: Class 35 contains 2144 members 
Mstep: Class 36 contains 3240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155621232.000000 Penalty: 126091.726562
Iteration 133Q: 37 clusters Score -1.556212e+08 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 24827 members 
Mstep: Class 2 contains 45974 members 
Mstep: Class 3 contains 3400 members 
Mstep: Class 4 contains 1789 members 
Mstep: Class 5 contains 239301 members 
Mstep: Class 6 contains 1309 members 
Mstep: Class 7 contains 5994 members 
Mstep: Class 8 contains 212930 members 
Mstep: Class 9 contains 84832 members 
Mstep: Class 10 contains 36907 members 
Mstep: Class 11 contains 9426 members 
Mstep: Class 12 contains 44345 members 
Mstep: Class 13 contains 1292 members 
Mstep: Class 14 contains 10562 members 
Mstep: Class 15 contains 5505 members 
Mstep: Class 16 contains 215805 members 
Mstep: Class 17 contains 1274 members 
Mstep: Class 18 contains 3870 members 
Mstep: Class 19 contains 1171 members 
Mstep: Class 20 contains 10707 members 
Mstep: Class 21 contains 29146 members 
Mstep: Class 22 contains 200937 members 
Mstep: Class 23 contains 9278 members 
Mstep: Class 24 contains 15840 members 
Mstep: Class 25 contains 7987 members 
Mstep: Class 26 contains 1119 members 
Mstep: Class 27 contains 6709 members 
Mstep: Class 28 contains 9134 members 
Mstep: Class 29 contains 3895 members 
Mstep: Class 30 contains 388 members 
Mstep: Class 31 contains 4600 members 
Mstep: Class 32 contains 45856 members 
Mstep: Class 33 contains 1318 members 
Mstep: Class 34 contains 57407 members 
Mstep: Class 35 contains 2157 members 
Mstep: Class 36 contains 3250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155621792.000000 Penalty: 126091.726562
Iteration 134Q: 37 clusters Score -1.556218e+08 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 24826 members 
Mstep: Class 2 contains 45962 members 
Mstep: Class 3 contains 3401 members 
Mstep: Class 4 contains 1789 members 
Mstep: Class 5 contains 239205 members 
Mstep: Class 6 contains 1308 members 
Mstep: Class 7 contains 6000 members 
Mstep: Class 8 contains 212832 members 
Mstep: Class 9 contains 84691 members 
Mstep: Class 10 contains 37048 members 
Mstep: Class 11 contains 9395 members 
Mstep: Class 12 contains 44346 members 
Mstep: Class 13 contains 1284 members 
Mstep: Class 14 contains 10560 members 
Mstep: Class 15 contains 5457 members 
Mstep: Class 16 contains 215800 members 
Mstep: Class 17 contains 1274 members 
Mstep: Class 18 contains 3873 members 
Mstep: Class 19 contains 1171 members 
Mstep: Class 20 contains 10709 members 
Mstep: Class 21 contains 29163 members 
Mstep: Class 22 contains 200915 members 
Mstep: Class 23 contains 9281 members 
Mstep: Class 24 contains 15855 members 
Mstep: Class 25 contains 7997 members 
Mstep: Class 26 contains 1120 members 
Mstep: Class 27 contains 6717 members 
Mstep: Class 28 contains 9137 members 
Mstep: Class 29 contains 3902 members 
Mstep: Class 30 contains 388 members 
Mstep: Class 31 contains 4600 members 
Mstep: Class 32 contains 45720 members 
Mstep: Class 33 contains 1316 members 
Mstep: Class 34 contains 57774 members 
Mstep: Class 35 contains 2166 members 
Mstep: Class 36 contains 3259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155621888.000000 Penalty: 126091.726562
Iteration 135Q: 37 clusters Score -1.556219e+08 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 24826 members 
Mstep: Class 2 contains 45950 members 
Mstep: Class 3 contains 3401 members 
Mstep: Class 4 contains 1789 members 
Mstep: Class 5 contains 239111 members 
Mstep: Class 6 contains 1307 members 
Mstep: Class 7 contains 6002 members 
Mstep: Class 8 contains 212758 members 
Mstep: Class 9 contains 84555 members 
Mstep: Class 10 contains 37187 members 
Mstep: Class 11 contains 9379 members 
Mstep: Class 12 contains 44346 members 
Mstep: Class 13 contains 1282 members 
Mstep: Class 14 contains 10559 members 
Mstep: Class 15 contains 5423 members 
Mstep: Class 16 contains 215793 members 
Mstep: Class 17 contains 1274 members 
Mstep: Class 18 contains 3875 members 
Mstep: Class 19 contains 1171 members 
Mstep: Class 20 contains 10714 members 
Mstep: Class 21 contains 29183 members 
Mstep: Class 22 contains 200880 members 
Mstep: Class 23 contains 9278 members 
Mstep: Class 24 contains 15866 members 
Mstep: Class 25 contains 7996 members 
Mstep: Class 26 contains 1122 members 
Mstep: Class 27 contains 6726 members 
Mstep: Class 28 contains 9141 members 
Mstep: Class 29 contains 3906 members 
Mstep: Class 30 contains 388 members 
Mstep: Class 31 contains 4600 members 
Mstep: Class 32 contains 45611 members 
Mstep: Class 33 contains 1316 members 
Mstep: Class 34 contains 58086 members 
Mstep: Class 35 contains 2169 members 
Mstep: Class 36 contains 3271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155622016.000000 Penalty: 126091.726562
Iteration 136Q: 37 clusters Score -1.55622e+08 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 24828 members 
Mstep: Class 2 contains 45943 members 
Mstep: Class 3 contains 3403 members 
Mstep: Class 4 contains 1789 members 
Mstep: Class 5 contains 239035 members 
Mstep: Class 6 contains 1307 members 
Mstep: Class 7 contains 6004 members 
Mstep: Class 8 contains 212698 members 
Mstep: Class 9 contains 84435 members 
Mstep: Class 10 contains 37301 members 
Mstep: Class 11 contains 9364 members 
Mstep: Class 12 contains 44347 members 
Mstep: Class 13 contains 1281 members 
Mstep: Class 14 contains 10557 members 
Mstep: Class 15 contains 5387 members 
Mstep: Class 16 contains 215787 members 
Mstep: Class 17 contains 1274 members 
Mstep: Class 18 contains 3879 members 
Mstep: Class 19 contains 1171 members 
Mstep: Class 20 contains 10717 members 
Mstep: Class 21 contains 29205 members 
Mstep: Class 22 contains 200860 members 
Mstep: Class 23 contains 9277 members 
Mstep: Class 24 contains 15881 members 
Mstep: Class 25 contains 7996 members 
Mstep: Class 26 contains 1122 members 
Mstep: Class 27 contains 6741 members 
Mstep: Class 28 contains 9141 members 
Mstep: Class 29 contains 3911 members 
Mstep: Class 30 contains 388 members 
Mstep: Class 31 contains 4600 members 
Mstep: Class 32 contains 45481 members 
Mstep: Class 33 contains 1316 members 
Mstep: Class 34 contains 58364 members 
Mstep: Class 35 contains 2174 members 
Mstep: Class 36 contains 3277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155622288.000000 Penalty: 126091.726562
Iteration 137Q: 37 clusters Score -1.556223e+08 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 24826 members 
Mstep: Class 2 contains 45935 members 
Mstep: Class 3 contains 3404 members 
Mstep: Class 4 contains 1789 members 
Mstep: Class 5 contains 238948 members 
Mstep: Class 6 contains 1307 members 
Mstep: Class 7 contains 6008 members 
Mstep: Class 8 contains 212638 members 
Mstep: Class 9 contains 84334 members 
Mstep: Class 10 contains 37410 members 
Mstep: Class 11 contains 9358 members 
Mstep: Class 12 contains 44346 members 
Mstep: Class 13 contains 1279 members 
Mstep: Class 14 contains 10557 members 
Mstep: Class 15 contains 5365 members 
Mstep: Class 16 contains 215769 members 
Mstep: Class 17 contains 1274 members 
Mstep: Class 18 contains 3888 members 
Mstep: Class 19 contains 1171 members 
Mstep: Class 20 contains 10715 members 
Mstep: Class 21 contains 29227 members 
Mstep: Class 22 contains 200838 members 
Mstep: Class 23 contains 9276 members 
Mstep: Class 24 contains 15903 members 
Mstep: Class 25 contains 7993 members 
Mstep: Class 26 contains 1123 members 
Mstep: Class 27 contains 6754 members 
Mstep: Class 28 contains 9145 members 
Mstep: Class 29 contains 3915 members 
Mstep: Class 30 contains 388 members 
Mstep: Class 31 contains 4601 members 
Mstep: Class 32 contains 45364 members 
Mstep: Class 33 contains 1315 members 
Mstep: Class 34 contains 58617 members 
Mstep: Class 35 contains 2176 members 
Mstep: Class 36 contains 3285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155622512.000000 Penalty: 126091.726562
Iteration 138Q: 37 clusters Score -1.556225e+08 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 24827 members 
Mstep: Class 2 contains 45923 members 
Mstep: Class 3 contains 3404 members 
Mstep: Class 4 contains 1789 members 
Mstep: Class 5 contains 238879 members 
Mstep: Class 6 contains 1308 members 
Mstep: Class 7 contains 6007 members 
Mstep: Class 8 contains 212585 members 
Mstep: Class 9 contains 84240 members 
Mstep: Class 10 contains 37505 members 
Mstep: Class 11 contains 9342 members 
Mstep: Class 12 contains 44346 members 
Mstep: Class 13 contains 1277 members 
Mstep: Class 14 contains 10557 members 
Mstep: Class 15 contains 5346 members 
Mstep: Class 16 contains 215755 members 
Mstep: Class 17 contains 1274 members 
Mstep: Class 18 contains 3893 members 
Mstep: Class 19 contains 1171 members 
Mstep: Class 20 contains 10714 members 
Mstep: Class 21 contains 29242 members 
Mstep: Class 22 contains 200812 members 
Mstep: Class 23 contains 9274 members 
Mstep: Class 24 contains 15916 members 
Mstep: Class 25 contains 7996 members 
Mstep: Class 26 contains 1122 members 
Mstep: Class 27 contains 6770 members 
Mstep: Class 28 contains 9146 members 
Mstep: Class 29 contains 3923 members 
Mstep: Class 30 contains 388 members 
Mstep: Class 31 contains 4600 members 
Mstep: Class 32 contains 45266 members 
Mstep: Class 33 contains 1313 members 
Mstep: Class 34 contains 58856 members 
Mstep: Class 35 contains 2178 members 
Mstep: Class 36 contains 3297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155622720.000000 Penalty: 126091.726562
Iteration 139Q: 37 clusters Score -1.556227e+08 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 24829 members 
Mstep: Class 2 contains 45913 members 
Mstep: Class 3 contains 3404 members 
Mstep: Class 4 contains 1789 members 
Mstep: Class 5 contains 238816 members 
Mstep: Class 6 contains 1310 members 
Mstep: Class 7 contains 6008 members 
Mstep: Class 8 contains 212514 members 
Mstep: Class 9 contains 84165 members 
Mstep: Class 10 contains 37581 members 
Mstep: Class 11 contains 9332 members 
Mstep: Class 12 contains 44347 members 
Mstep: Class 13 contains 1275 members 
Mstep: Class 14 contains 10556 members 
Mstep: Class 15 contains 5323 members 
Mstep: Class 16 contains 215738 members 
Mstep: Class 17 contains 1274 members 
Mstep: Class 18 contains 3897 members 
Mstep: Class 19 contains 1171 members 
Mstep: Class 20 contains 10715 members 
Mstep: Class 21 contains 29267 members 
Mstep: Class 22 contains 200797 members 
Mstep: Class 23 contains 9273 members 
Mstep: Class 24 contains 15935 members 
Mstep: Class 25 contains 7999 members 
Mstep: Class 26 contains 1123 members 
Mstep: Class 27 contains 6778 members 
Mstep: Class 28 contains 9146 members 
Mstep: Class 29 contains 3928 members 
Mstep: Class 30 contains 388 members 
Mstep: Class 31 contains 4600 members 
Mstep: Class 32 contains 45178 members 
Mstep: Class 33 contains 1314 members 
Mstep: Class 34 contains 59075 members 
Mstep: Class 35 contains 2179 members 
Mstep: Class 36 contains 3304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155622992.000000 Penalty: 126091.726562
Iteration 140F: 37 clusters Score -1.55623e+08 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 24829 members 
Mstep: Class 2 contains 45903 members 
Mstep: Class 3 contains 3404 members 
Mstep: Class 4 contains 1789 members 
Mstep: Class 5 contains 238777 members 
Mstep: Class 6 contains 1310 members 
Mstep: Class 7 contains 6008 members 
Mstep: Class 8 contains 212469 members 
Mstep: Class 9 contains 84093 members 
Mstep: Class 10 contains 37660 members 
Mstep: Class 11 contains 9327 members 
Mstep: Class 12 contains 44346 members 
Mstep: Class 13 contains 1270 members 
Mstep: Class 14 contains 10556 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 215735 members 
Mstep: Class 17 contains 1274 members 
Mstep: Class 18 contains 3897 members 
Mstep: Class 19 contains 1171 members 
Mstep: Class 20 contains 10713 members 
Mstep: Class 21 contains 29278 members 
Mstep: Class 22 contains 200781 members 
Mstep: Class 23 contains 9271 members 
Mstep: Class 24 contains 15943 members 
Mstep: Class 25 contains 8006 members 
Mstep: Class 26 contains 1124 members 
Mstep: Class 27 contains 6783 members 
Mstep: Class 28 contains 9146 members 
Mstep: Class 29 contains 3930 members 
Mstep: Class 30 contains 388 members 
Mstep: Class 31 contains 4603 members 
Mstep: Class 32 contains 45095 members 
Mstep: Class 33 contains 1316 members 
Mstep: Class 34 contains 59255 members 
Mstep: Class 35 contains 2179 members 
Mstep: Class 36 contains 3308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155623024.000000 Penalty: 126091.726562
Iteration 141Q: 37 clusters Score -1.55623e+08 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 24826 members 
Mstep: Class 2 contains 45894 members 
Mstep: Class 3 contains 3404 members 
Mstep: Class 4 contains 1789 members 
Mstep: Class 5 contains 238724 members 
Mstep: Class 6 contains 1311 members 
Mstep: Class 7 contains 6011 members 
Mstep: Class 8 contains 212429 members 
Mstep: Class 9 contains 84038 members 
Mstep: Class 10 contains 37708 members 
Mstep: Class 11 contains 9314 members 
Mstep: Class 12 contains 44344 members 
Mstep: Class 13 contains 1264 members 
Mstep: Class 14 contains 10556 members 
Mstep: Class 15 contains 5290 members 
Mstep: Class 16 contains 215742 members 
Mstep: Class 17 contains 1274 members 
Mstep: Class 18 contains 3895 members 
Mstep: Class 19 contains 1171 members 
Mstep: Class 20 contains 10711 members 
Mstep: Class 21 contains 29294 members 
Mstep: Class 22 contains 200756 members 
Mstep: Class 23 contains 9270 members 
Mstep: Class 24 contains 15944 members 
Mstep: Class 25 contains 8018 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 6790 members 
Mstep: Class 28 contains 9148 members 
Mstep: Class 29 contains 3933 members 
Mstep: Class 30 contains 388 members 
Mstep: Class 31 contains 4602 members 
Mstep: Class 32 contains 45025 members 
Mstep: Class 33 contains 1315 members 
Mstep: Class 34 contains 59446 members 
Mstep: Class 35 contains 2180 members 
Mstep: Class 36 contains 3311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155623088.000000 Penalty: 126091.726562
Iteration 142Q: 37 clusters Score -1.556231e+08 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 24827 members 
Mstep: Class 2 contains 45890 members 
Mstep: Class 3 contains 3404 members 
Mstep: Class 4 contains 1790 members 
Mstep: Class 5 contains 238680 members 
Mstep: Class 6 contains 1311 members 
Mstep: Class 7 contains 6011 members 
Mstep: Class 8 contains 212391 members 
Mstep: Class 9 contains 83999 members 
Mstep: Class 10 contains 37756 members 
Mstep: Class 11 contains 9303 members 
Mstep: Class 12 contains 44344 members 
Mstep: Class 13 contains 1261 members 
Mstep: Class 14 contains 10556 members 
Mstep: Class 15 contains 5278 members 
Mstep: Class 16 contains 215735 members 
Mstep: Class 17 contains 1274 members 
Mstep: Class 18 contains 3896 members 
Mstep: Class 19 contains 1171 members 
Mstep: Class 20 contains 10707 members 
Mstep: Class 21 contains 29300 members 
Mstep: Class 22 contains 200735 members 
Mstep: Class 23 contains 9269 members 
Mstep: Class 24 contains 15956 members 
Mstep: Class 25 contains 8024 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 6794 members 
Mstep: Class 28 contains 9148 members 
Mstep: Class 29 contains 3937 members 
Mstep: Class 30 contains 388 members 
Mstep: Class 31 contains 4601 members 
Mstep: Class 32 contains 44957 members 
Mstep: Class 33 contains 1315 members 
Mstep: Class 34 contains 59613 members 
Mstep: Class 35 contains 2181 members 
Mstep: Class 36 contains 3313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155623232.000000 Penalty: 126091.726562
Iteration 143Q: 37 clusters Score -1.556232e+08 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 24828 members 
Mstep: Class 2 contains 45883 members 
Mstep: Class 3 contains 3404 members 
Mstep: Class 4 contains 1790 members 
Mstep: Class 5 contains 238632 members 
Mstep: Class 6 contains 1311 members 
Mstep: Class 7 contains 6013 members 
Mstep: Class 8 contains 212363 members 
Mstep: Class 9 contains 83958 members 
Mstep: Class 10 contains 37800 members 
Mstep: Class 11 contains 9296 members 
Mstep: Class 12 contains 44342 members 
Mstep: Class 13 contains 1259 members 
Mstep: Class 14 contains 10555 members 
Mstep: Class 15 contains 5270 members 
Mstep: Class 16 contains 215733 members 
Mstep: Class 17 contains 1274 members 
Mstep: Class 18 contains 3895 members 
Mstep: Class 19 contains 1171 members 
Mstep: Class 20 contains 10704 members 
Mstep: Class 21 contains 29301 members 
Mstep: Class 22 contains 200703 members 
Mstep: Class 23 contains 9268 members 
Mstep: Class 24 contains 15971 members 
Mstep: Class 25 contains 8029 members 
Mstep: Class 26 contains 1124 members 
Mstep: Class 27 contains 6796 members 
Mstep: Class 28 contains 9151 members 
Mstep: Class 29 contains 3939 members 
Mstep: Class 30 contains 388 members 
Mstep: Class 31 contains 4599 members 
Mstep: Class 32 contains 44891 members 
Mstep: Class 33 contains 1317 members 
Mstep: Class 34 contains 59788 members 
Mstep: Class 35 contains 2181 members 
Mstep: Class 36 contains 3314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155623296.000000 Penalty: 126091.726562
Iteration 144Q: 37 clusters Score -1.556233e+08 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 24827 members 
Mstep: Class 2 contains 45878 members 
Mstep: Class 3 contains 3404 members 
Mstep: Class 4 contains 1790 members 
Mstep: Class 5 contains 238598 members 
Mstep: Class 6 contains 1311 members 
Mstep: Class 7 contains 6010 members 
Mstep: Class 8 contains 212336 members 
Mstep: Class 9 contains 83918 members 
Mstep: Class 10 contains 37838 members 
Mstep: Class 11 contains 9288 members 
Mstep: Class 12 contains 44341 members 
Mstep: Class 13 contains 1259 members 
Mstep: Class 14 contains 10555 members 
Mstep: Class 15 contains 5262 members 
Mstep: Class 16 contains 215731 members 
Mstep: Class 17 contains 1274 members 
Mstep: Class 18 contains 3895 members 
Mstep: Class 19 contains 1171 members 
Mstep: Class 20 contains 10703 members 
Mstep: Class 21 contains 29310 members 
Mstep: Class 22 contains 200682 members 
Mstep: Class 23 contains 9269 members 
Mstep: Class 24 contains 15980 members 
Mstep: Class 25 contains 8031 members 
Mstep: Class 26 contains 1124 members 
Mstep: Class 27 contains 6800 members 
Mstep: Class 28 contains 9153 members 
Mstep: Class 29 contains 3941 members 
Mstep: Class 30 contains 388 members 
Mstep: Class 31 contains 4599 members 
Mstep: Class 32 contains 44824 members 
Mstep: Class 33 contains 1318 members 
Mstep: Class 34 contains 59938 members 
Mstep: Class 35 contains 2181 members 
Mstep: Class 36 contains 3314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155623216.000000 Penalty: 126091.726562
Iteration 145Q: 37 clusters Score -1.556232e+08 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 24828 members 
Mstep: Class 2 contains 45876 members 
Mstep: Class 3 contains 3404 members 
Mstep: Class 4 contains 1790 members 
Mstep: Class 5 contains 238570 members 
Mstep: Class 6 contains 1312 members 
Mstep: Class 7 contains 6009 members 
Mstep: Class 8 contains 212309 members 
Mstep: Class 9 contains 83877 members 
Mstep: Class 10 contains 37880 members 
Mstep: Class 11 contains 9275 members 
Mstep: Class 12 contains 44343 members 
Mstep: Class 13 contains 1259 members 
Mstep: Class 14 contains 10555 members 
Mstep: Class 15 contains 5254 members 
Mstep: Class 16 contains 215725 members 
Mstep: Class 17 contains 1274 members 
Mstep: Class 18 contains 3895 members 
Mstep: Class 19 contains 1171 members 
Mstep: Class 20 contains 10702 members 
Mstep: Class 21 contains 29316 members 
Mstep: Class 22 contains 200662 members 
Mstep: Class 23 contains 9270 members 
Mstep: Class 24 contains 15989 members 
Mstep: Class 25 contains 8032 members 
Mstep: Class 26 contains 1124 members 
Mstep: Class 27 contains 6805 members 
Mstep: Class 28 contains 9153 members 
Mstep: Class 29 contains 3943 members 
Mstep: Class 30 contains 388 members 
Mstep: Class 31 contains 4599 members 
Mstep: Class 32 contains 44763 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 60075 members 
Mstep: Class 35 contains 2181 members 
Mstep: Class 36 contains 3314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155623376.000000 Penalty: 126091.726562
Iteration 146Q: 37 clusters Score -1.556234e+08 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 24829 members 
Mstep: Class 2 contains 45866 members 
Mstep: Class 3 contains 3405 members 
Mstep: Class 4 contains 1790 members 
Mstep: Class 5 contains 238545 members 
Mstep: Class 6 contains 1314 members 
Mstep: Class 7 contains 6011 members 
Mstep: Class 8 contains 212285 members 
Mstep: Class 9 contains 83830 members 
Mstep: Class 10 contains 37927 members 
Mstep: Class 11 contains 9273 members 
Mstep: Class 12 contains 44343 members 
Mstep: Class 13 contains 1259 members 
Mstep: Class 14 contains 10555 members 
Mstep: Class 15 contains 5246 members 
Mstep: Class 16 contains 215725 members 
Mstep: Class 17 contains 1274 members 
Mstep: Class 18 contains 3895 members 
Mstep: Class 19 contains 1171 members 
Mstep: Class 20 contains 10697 members 
Mstep: Class 21 contains 29321 members 
Mstep: Class 22 contains 200625 members 
Mstep: Class 23 contains 9275 members 
Mstep: Class 24 contains 16004 members 
Mstep: Class 25 contains 8040 members 
Mstep: Class 26 contains 1124 members 
Mstep: Class 27 contains 6807 members 
Mstep: Class 28 contains 9153 members 
Mstep: Class 29 contains 3945 members 
Mstep: Class 30 contains 388 members 
Mstep: Class 31 contains 4599 members 
Mstep: Class 32 contains 44701 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 60205 members 
Mstep: Class 35 contains 2181 members 
Mstep: Class 36 contains 3314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155623456.000000 Penalty: 126091.726562
Iteration 147Q: 37 clusters Score -1.556235e+08 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 24830 members 
Mstep: Class 2 contains 45860 members 
Mstep: Class 3 contains 3405 members 
Mstep: Class 4 contains 1790 members 
Mstep: Class 5 contains 238531 members 
Mstep: Class 6 contains 1314 members 
Mstep: Class 7 contains 6011 members 
Mstep: Class 8 contains 212256 members 
Mstep: Class 9 contains 83783 members 
Mstep: Class 10 contains 37966 members 
Mstep: Class 11 contains 9267 members 
Mstep: Class 12 contains 44343 members 
Mstep: Class 13 contains 1259 members 
Mstep: Class 14 contains 10554 members 
Mstep: Class 15 contains 5230 members 
Mstep: Class 16 contains 215725 members 
Mstep: Class 17 contains 1274 members 
Mstep: Class 18 contains 3896 members 
Mstep: Class 19 contains 1171 members 
Mstep: Class 20 contains 10696 members 
Mstep: Class 21 contains 29324 members 
Mstep: Class 22 contains 200601 members 
Mstep: Class 23 contains 9272 members 
Mstep: Class 24 contains 16011 members 
Mstep: Class 25 contains 8045 members 
Mstep: Class 26 contains 1124 members 
Mstep: Class 27 contains 6809 members 
Mstep: Class 28 contains 9154 members 
Mstep: Class 29 contains 3949 members 
Mstep: Class 30 contains 388 members 
Mstep: Class 31 contains 4599 members 
Mstep: Class 32 contains 44659 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 60331 members 
Mstep: Class 35 contains 2181 members 
Mstep: Class 36 contains 3314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155623408.000000 Penalty: 126091.726562
Iteration 148Q: 37 clusters Score -1.556234e+08 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 24828 members 
Mstep: Class 2 contains 45857 members 
Mstep: Class 3 contains 3405 members 
Mstep: Class 4 contains 1790 members 
Mstep: Class 5 contains 238520 members 
Mstep: Class 6 contains 1314 members 
Mstep: Class 7 contains 6016 members 
Mstep: Class 8 contains 212222 members 
Mstep: Class 9 contains 83730 members 
Mstep: Class 10 contains 38020 members 
Mstep: Class 11 contains 9243 members 
Mstep: Class 12 contains 44341 members 
Mstep: Class 13 contains 1259 members 
Mstep: Class 14 contains 10553 members 
Mstep: Class 15 contains 5218 members 
Mstep: Class 16 contains 215723 members 
Mstep: Class 17 contains 1274 members 
Mstep: Class 18 contains 3895 members 
Mstep: Class 19 contains 1171 members 
Mstep: Class 20 contains 10697 members 
Mstep: Class 21 contains 29330 members 
Mstep: Class 22 contains 200580 members 
Mstep: Class 23 contains 9272 members 
Mstep: Class 24 contains 16017 members 
Mstep: Class 25 contains 8049 members 
Mstep: Class 26 contains 1124 members 
Mstep: Class 27 contains 6814 members 
Mstep: Class 28 contains 9153 members 
Mstep: Class 29 contains 3951 members 
Mstep: Class 30 contains 388 members 
Mstep: Class 31 contains 4599 members 
Mstep: Class 32 contains 44625 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 60449 members 
Mstep: Class 35 contains 2181 members 
Mstep: Class 36 contains 3314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155623584.000000 Penalty: 126091.726562
Iteration 149Q: 37 clusters Score -1.556236e+08 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 24828 members 
Mstep: Class 2 contains 45857 members 
Mstep: Class 3 contains 3405 members 
Mstep: Class 4 contains 1790 members 
Mstep: Class 5 contains 238496 members 
Mstep: Class 6 contains 1315 members 
Mstep: Class 7 contains 6018 members 
Mstep: Class 8 contains 212194 members 
Mstep: Class 9 contains 83683 members 
Mstep: Class 10 contains 38068 members 
Mstep: Class 11 contains 9237 members 
Mstep: Class 12 contains 44339 members 
Mstep: Class 13 contains 1259 members 
Mstep: Class 14 contains 10553 members 
Mstep: Class 15 contains 5202 members 
Mstep: Class 16 contains 215723 members 
Mstep: Class 17 contains 1274 members 
Mstep: Class 18 contains 3893 members 
Mstep: Class 19 contains 1171 members 
Mstep: Class 20 contains 10697 members 
Mstep: Class 21 contains 29330 members 
Mstep: Class 22 contains 200560 members 
Mstep: Class 23 contains 9271 members 
Mstep: Class 24 contains 16028 members 
Mstep: Class 25 contains 8048 members 
Mstep: Class 26 contains 1124 members 
Mstep: Class 27 contains 6819 members 
Mstep: Class 28 contains 9153 members 
Mstep: Class 29 contains 3953 members 
Mstep: Class 30 contains 388 members 
Mstep: Class 31 contains 4599 members 
Mstep: Class 32 contains 44576 members 
Mstep: Class 33 contains 1320 members 
Mstep: Class 34 contains 60575 members 
Mstep: Class 35 contains 2181 members 
Mstep: Class 36 contains 3314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155623712.000000 Penalty: 126091.726562
Iteration 150Q: 37 clusters Score -1.556237e+08 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 24828 members 
Mstep: Class 2 contains 45857 members 
Mstep: Class 3 contains 3405 members 
Mstep: Class 4 contains 1790 members 
Mstep: Class 5 contains 238465 members 
Mstep: Class 6 contains 1315 members 
Mstep: Class 7 contains 6021 members 
Mstep: Class 8 contains 212151 members 
Mstep: Class 9 contains 83634 members 
Mstep: Class 10 contains 38119 members 
Mstep: Class 11 contains 9226 members 
Mstep: Class 12 contains 44339 members 
Mstep: Class 13 contains 1259 members 
Mstep: Class 14 contains 10553 members 
Mstep: Class 15 contains 5195 members 
Mstep: Class 16 contains 215716 members 
Mstep: Class 17 contains 1274 members 
Mstep: Class 18 contains 3893 members 
Mstep: Class 19 contains 1171 members 
Mstep: Class 20 contains 10701 members 
Mstep: Class 21 contains 29333 members 
Mstep: Class 22 contains 200546 members 
Mstep: Class 23 contains 9270 members 
Mstep: Class 24 contains 16037 members 
Mstep: Class 25 contains 8048 members 
Mstep: Class 26 contains 1124 members 
Mstep: Class 27 contains 6823 members 
Mstep: Class 28 contains 9153 members 
Mstep: Class 29 contains 3954 members 
Mstep: Class 30 contains 388 members 
Mstep: Class 31 contains 4599 members 
Mstep: Class 32 contains 44527 members 
Mstep: Class 33 contains 1320 members 
Mstep: Class 34 contains 60712 members 
Mstep: Class 35 contains 2181 members 
Mstep: Class 36 contains 3314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155623488.000000 Penalty: 126091.726562
Iteration 151Q: 37 clusters Score -1.556235e+08 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 24825 members 
Mstep: Class 2 contains 45857 members 
Mstep: Class 3 contains 3405 members 
Mstep: Class 4 contains 1790 members 
Mstep: Class 5 contains 238424 members 
Mstep: Class 6 contains 1316 members 
Mstep: Class 7 contains 6023 members 
Mstep: Class 8 contains 212128 members 
Mstep: Class 9 contains 83590 members 
Mstep: Class 10 contains 38161 members 
Mstep: Class 11 contains 9220 members 
Mstep: Class 12 contains 44339 members 
Mstep: Class 13 contains 1259 members 
Mstep: Class 14 contains 10553 members 
Mstep: Class 15 contains 5188 members 
Mstep: Class 16 contains 215713 members 
Mstep: Class 17 contains 1274 members 
Mstep: Class 18 contains 3894 members 
Mstep: Class 19 contains 1171 members 
Mstep: Class 20 contains 10702 members 
Mstep: Class 21 contains 29334 members 
Mstep: Class 22 contains 200536 members 
Mstep: Class 23 contains 9270 members 
Mstep: Class 24 contains 16042 members 
Mstep: Class 25 contains 8049 members 
Mstep: Class 26 contains 1124 members 
Mstep: Class 27 contains 6831 members 
Mstep: Class 28 contains 9153 members 
Mstep: Class 29 contains 3956 members 
Mstep: Class 30 contains 388 members 
Mstep: Class 31 contains 4598 members 
Mstep: Class 32 contains 44469 members 
Mstep: Class 33 contains 1320 members 
Mstep: Class 34 contains 60844 members 
Mstep: Class 35 contains 2181 members 
Mstep: Class 36 contains 3314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155623488.000000 Penalty: 126091.726562
Iteration 152Q: 37 clusters Score -1.556235e+08 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 24817 members 
Mstep: Class 2 contains 45857 members 
Mstep: Class 3 contains 3405 members 
Mstep: Class 4 contains 1791 members 
Mstep: Class 5 contains 238386 members 
Mstep: Class 6 contains 1316 members 
Mstep: Class 7 contains 6023 members 
Mstep: Class 8 contains 212122 members 
Mstep: Class 9 contains 83554 members 
Mstep: Class 10 contains 38194 members 
Mstep: Class 11 contains 9217 members 
Mstep: Class 12 contains 44339 members 
Mstep: Class 13 contains 1259 members 
Mstep: Class 14 contains 10553 members 
Mstep: Class 15 contains 5185 members 
Mstep: Class 16 contains 215711 members 
Mstep: Class 17 contains 1274 members 
Mstep: Class 18 contains 3894 members 
Mstep: Class 19 contains 1171 members 
Mstep: Class 20 contains 10705 members 
Mstep: Class 21 contains 29335 members 
Mstep: Class 22 contains 200521 members 
Mstep: Class 23 contains 9270 members 
Mstep: Class 24 contains 16053 members 
Mstep: Class 25 contains 8049 members 
Mstep: Class 26 contains 1124 members 
Mstep: Class 27 contains 6841 members 
Mstep: Class 28 contains 9153 members 
Mstep: Class 29 contains 3957 members 
Mstep: Class 30 contains 388 members 
Mstep: Class 31 contains 4598 members 
Mstep: Class 32 contains 44403 members 
Mstep: Class 33 contains 1320 members 
Mstep: Class 34 contains 60960 members 
Mstep: Class 35 contains 2182 members 
Mstep: Class 36 contains 3314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155623648.000000 Penalty: 126091.726562
Iteration 153Q: 37 clusters Score -1.556236e+08 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 24813 members 
Mstep: Class 2 contains 45857 members 
Mstep: Class 3 contains 3405 members 
Mstep: Class 4 contains 1793 members 
Mstep: Class 5 contains 238365 members 
Mstep: Class 6 contains 1317 members 
Mstep: Class 7 contains 6026 members 
Mstep: Class 8 contains 212110 members 
Mstep: Class 9 contains 83517 members 
Mstep: Class 10 contains 38221 members 
Mstep: Class 11 contains 9205 members 
Mstep: Class 12 contains 44340 members 
Mstep: Class 13 contains 1259 members 
Mstep: Class 14 contains 10553 members 
Mstep: Class 15 contains 5178 members 
Mstep: Class 16 contains 215712 members 
Mstep: Class 17 contains 1274 members 
Mstep: Class 18 contains 3894 members 
Mstep: Class 19 contains 1171 members 
Mstep: Class 20 contains 10707 members 
Mstep: Class 21 contains 29339 members 
Mstep: Class 22 contains 200509 members 
Mstep: Class 23 contains 9270 members 
Mstep: Class 24 contains 16063 members 
Mstep: Class 25 contains 8049 members 
Mstep: Class 26 contains 1124 members 
Mstep: Class 27 contains 6849 members 
Mstep: Class 28 contains 9153 members 
Mstep: Class 29 contains 3958 members 
Mstep: Class 30 contains 388 members 
Mstep: Class 31 contains 4598 members 
Mstep: Class 32 contains 44347 members 
Mstep: Class 33 contains 1320 members 
Mstep: Class 34 contains 61059 members 
Mstep: Class 35 contains 2184 members 
Mstep: Class 36 contains 3314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155623888.000000 Penalty: 126091.726562
Iteration 154Q: 37 clusters Score -1.556239e+08 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 24809 members 
Mstep: Class 2 contains 45857 members 
Mstep: Class 3 contains 3405 members 
Mstep: Class 4 contains 1793 members 
Mstep: Class 5 contains 238337 members 
Mstep: Class 6 contains 1317 members 
Mstep: Class 7 contains 6027 members 
Mstep: Class 8 contains 212103 members 
Mstep: Class 9 contains 83483 members 
Mstep: Class 10 contains 38253 members 
Mstep: Class 11 contains 9203 members 
Mstep: Class 12 contains 44340 members 
Mstep: Class 13 contains 1259 members 
Mstep: Class 14 contains 10553 members 
Mstep: Class 15 contains 5170 members 
Mstep: Class 16 contains 215715 members 
Mstep: Class 17 contains 1274 members 
Mstep: Class 18 contains 3894 members 
Mstep: Class 19 contains 1171 members 
Mstep: Class 20 contains 10709 members 
Mstep: Class 21 contains 29341 members 
Mstep: Class 22 contains 200483 members 
Mstep: Class 23 contains 9270 members 
Mstep: Class 24 contains 16074 members 
Mstep: Class 25 contains 8049 members 
Mstep: Class 26 contains 1124 members 
Mstep: Class 27 contains 6857 members 
Mstep: Class 28 contains 9153 members 
Mstep: Class 29 contains 3959 members 
Mstep: Class 30 contains 388 members 
Mstep: Class 31 contains 4598 members 
Mstep: Class 32 contains 44305 members 
Mstep: Class 33 contains 1320 members 
Mstep: Class 34 contains 61149 members 
Mstep: Class 35 contains 2185 members 
Mstep: Class 36 contains 3314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155623904.000000 Penalty: 126091.726562
Iteration 155Q: 37 clusters Score -1.556239e+08 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 24804 members 
Mstep: Class 2 contains 45857 members 
Mstep: Class 3 contains 3405 members 
Mstep: Class 4 contains 1793 members 
Mstep: Class 5 contains 238319 members 
Mstep: Class 6 contains 1317 members 
Mstep: Class 7 contains 6028 members 
Mstep: Class 8 contains 212100 members 
Mstep: Class 9 contains 83457 members 
Mstep: Class 10 contains 38282 members 
Mstep: Class 11 contains 9200 members 
Mstep: Class 12 contains 44337 members 
Mstep: Class 13 contains 1259 members 
Mstep: Class 14 contains 10553 members 
Mstep: Class 15 contains 5160 members 
Mstep: Class 16 contains 215713 members 
Mstep: Class 17 contains 1274 members 
Mstep: Class 18 contains 3894 members 
Mstep: Class 19 contains 1171 members 
Mstep: Class 20 contains 10710 members 
Mstep: Class 21 contains 29345 members 
Mstep: Class 22 contains 200467 members 
Mstep: Class 23 contains 9270 members 
Mstep: Class 24 contains 16086 members 
Mstep: Class 25 contains 8049 members 
Mstep: Class 26 contains 1124 members 
Mstep: Class 27 contains 6860 members 
Mstep: Class 28 contains 9153 members 
Mstep: Class 29 contains 3960 members 
Mstep: Class 30 contains 388 members 
Mstep: Class 31 contains 4598 members 
Mstep: Class 32 contains 44264 members 
Mstep: Class 33 contains 1320 members 
Mstep: Class 34 contains 61223 members 
Mstep: Class 35 contains 2187 members 
Mstep: Class 36 contains 3314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155623728.000000 Penalty: 126091.726562
Iteration 156Q: 37 clusters Score -1.556237e+08 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 24802 members 
Mstep: Class 2 contains 45857 members 
Mstep: Class 3 contains 3405 members 
Mstep: Class 4 contains 1793 members 
Mstep: Class 5 contains 238311 members 
Mstep: Class 6 contains 1317 members 
Mstep: Class 7 contains 6028 members 
Mstep: Class 8 contains 212091 members 
Mstep: Class 9 contains 83438 members 
Mstep: Class 10 contains 38297 members 
Mstep: Class 11 contains 9199 members 
Mstep: Class 12 contains 44335 members 
Mstep: Class 13 contains 1259 members 
Mstep: Class 14 contains 10553 members 
Mstep: Class 15 contains 5154 members 
Mstep: Class 16 contains 215716 members 
Mstep: Class 17 contains 1274 members 
Mstep: Class 18 contains 3894 members 
Mstep: Class 19 contains 1171 members 
Mstep: Class 20 contains 10711 members 
Mstep: Class 21 contains 29348 members 
Mstep: Class 22 contains 200448 members 
Mstep: Class 23 contains 9269 members 
Mstep: Class 24 contains 16094 members 
Mstep: Class 25 contains 8049 members 
Mstep: Class 26 contains 1124 members 
Mstep: Class 27 contains 6860 members 
Mstep: Class 28 contains 9153 members 
Mstep: Class 29 contains 3961 members 
Mstep: Class 30 contains 388 members 
Mstep: Class 31 contains 4598 members 
Mstep: Class 32 contains 44220 members 
Mstep: Class 33 contains 1320 members 
Mstep: Class 34 contains 61301 members 
Mstep: Class 35 contains 2189 members 
Mstep: Class 36 contains 3314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155623776.000000 Penalty: 126091.726562
Iteration 157Q: 37 clusters Score -1.556238e+08 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 24800 members 
Mstep: Class 2 contains 45857 members 
Mstep: Class 3 contains 3405 members 
Mstep: Class 4 contains 1793 members 
Mstep: Class 5 contains 238304 members 
Mstep: Class 6 contains 1317 members 
Mstep: Class 7 contains 6030 members 
Mstep: Class 8 contains 212084 members 
Mstep: Class 9 contains 83422 members 
Mstep: Class 10 contains 38312 members 
Mstep: Class 11 contains 9186 members 
Mstep: Class 12 contains 44334 members 
Mstep: Class 13 contains 1259 members 
Mstep: Class 14 contains 10553 members 
Mstep: Class 15 contains 5153 members 
Mstep: Class 16 contains 215714 members 
Mstep: Class 17 contains 1274 members 
Mstep: Class 18 contains 3893 members 
Mstep: Class 19 contains 1171 members 
Mstep: Class 20 contains 10711 members 
Mstep: Class 21 contains 29356 members 
Mstep: Class 22 contains 200431 members 
Mstep: Class 23 contains 9269 members 
Mstep: Class 24 contains 16100 members 
Mstep: Class 25 contains 8049 members 
Mstep: Class 26 contains 1124 members 
Mstep: Class 27 contains 6863 members 
Mstep: Class 28 contains 9153 members 
Mstep: Class 29 contains 3961 members 
Mstep: Class 30 contains 388 members 
Mstep: Class 31 contains 4598 members 
Mstep: Class 32 contains 44180 members 
Mstep: Class 33 contains 1320 members 
Mstep: Class 34 contains 61374 members 
Mstep: Class 35 contains 2189 members 
Mstep: Class 36 contains 3314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155623728.000000 Penalty: 126091.726562
Iteration 158Q: 37 clusters Score -1.556237e+08 nChanged 196
Entering ConstructFrom: 
Score: -155623728.000000 Penalty: 126091.726562
Entering ConstructFrom: 
Trying to split cluster 1 (24796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24796 members 
Entering Unmasked Estep 
Score: -2893667.250000 Penalty: 2509.372559
	Iteration 0F: 2 clusters Score -2893667 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 12333 members 
Entering Unmasked Estep 
Score: -2876402.500000 Penalty: 5018.745117
	Iteration 0F: 3 clusters Score -2876402 nChanged 11069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -2882172.500000 Penalty: 5018.745117
	Iteration 1F: 3 clusters Score -2882172 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13130 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -2882574.000000 Penalty: 5018.745117
	Iteration 2Q: 3 clusters Score -2882574 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13512 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -2882961.250000 Penalty: 5018.745117
	Iteration 3Q: 3 clusters Score -2882961 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14016 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -2883292.000000 Penalty: 5018.745117
	Iteration 4Q: 3 clusters Score -2883292 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14654 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -2883620.250000 Penalty: 5018.745117
	Iteration 5Q: 3 clusters Score -2883620 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15478 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -2883999.500000 Penalty: 5018.745117
	Iteration 6Q: 3 clusters Score -2884000 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16517 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -2884544.500000 Penalty: 5018.745117
	Iteration 7Q: 3 clusters Score -2884544 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17860 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -2885363.000000 Penalty: 5018.745117
	Iteration 8F: 3 clusters Score -2885363 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19486 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -2886591.000000 Penalty: 5018.745117
	Iteration 9F: 3 clusters Score -2886591 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21232 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -2888088.750000 Penalty: 5018.745117
	Iteration 10F: 3 clusters Score -2888089 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22753 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -2889552.500000 Penalty: 5018.745117
	Iteration 11F: 3 clusters Score -2889552 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23767 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -2890538.250000 Penalty: 5018.745117
	Iteration 12Q: 3 clusters Score -2890538 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24225 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -2890969.750000 Penalty: 5018.745117
	Iteration 13Q: 3 clusters Score -2890970 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24407 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -2891158.250000 Penalty: 5018.745117
	Iteration 14Q: 3 clusters Score -2891158 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24495 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -2891297.750000 Penalty: 5018.745117
	Iteration 15Q: 3 clusters Score -2891298 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24530 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -2891358.500000 Penalty: 5018.745117
	Iteration 16Q: 3 clusters Score -2891358 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24547 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -2891405.750000 Penalty: 5018.745117
	Iteration 17Q: 3 clusters Score -2891406 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24562 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -2891434.250000 Penalty: 5018.745117
	Iteration 18Q: 3 clusters Score -2891434 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24571 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -2891450.250000 Penalty: 5018.745117
	Iteration 19Q: 3 clusters Score -2891450 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24572 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -2891467.250000 Penalty: 5018.745117
	Iteration 20F: 3 clusters Score -2891467 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24571 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -2891471.000000 Penalty: 5018.745117
	Iteration 21Q: 3 clusters Score -2891471 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24574 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -2891479.500000 Penalty: 5018.745117
	Iteration 22Q: 3 clusters Score -2891480 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24574 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -2891479.500000 Penalty: 5018.745117
	Iteration 23F: 3 clusters Score -2891480 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (45857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45857 members 
Entering Unmasked Estep 
Score: -5220131.500000 Penalty: 2661.854248
	Iteration 0F: 2 clusters Score -5220132 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22815 members 
Mstep: Class 2 contains 23042 members 
Entering Unmasked Estep 
Score: -5189268.500000 Penalty: 5323.708496
	Iteration 0F: 3 clusters Score -5189268 nChanged 21104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21627 members 
Mstep: Class 2 contains 24230 members 
Entering Unmasked Estep 
Score: -5200985.000000 Penalty: 5323.708496
	Iteration 1F: 3 clusters Score -5200985 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20811 members 
Mstep: Class 2 contains 25046 members 
Entering Unmasked Estep 
Score: -5201858.000000 Penalty: 5323.708496
	Iteration 2Q: 3 clusters Score -5201858 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19614 members 
Mstep: Class 2 contains 26243 members 
Entering Unmasked Estep 
Score: -5202807.000000 Penalty: 5323.708496
	Iteration 3F: 3 clusters Score -5202807 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17872 members 
Mstep: Class 2 contains 27985 members 
Entering Unmasked Estep 
Score: -5204129.000000 Penalty: 5323.708496
	Iteration 4F: 3 clusters Score -5204129 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15583 members 
Mstep: Class 2 contains 30274 members 
Entering Unmasked Estep 
Score: -5205826.000000 Penalty: 5323.708496
	Iteration 5F: 3 clusters Score -5205826 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12903 members 
Mstep: Class 2 contains 32954 members 
Entering Unmasked Estep 
Score: -5207792.000000 Penalty: 5323.708496
	Iteration 6F: 3 clusters Score -5207792 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 35767 members 
Entering Unmasked Estep 
Score: -5209962.000000 Penalty: 5323.708496
	Iteration 7F: 3 clusters Score -5209962 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 38526 members 
Entering Unmasked Estep 
Score: -5212175.500000 Penalty: 5323.708496
	Iteration 8F: 3 clusters Score -5212176 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 40805 members 
Entering Unmasked Estep 
Score: -5214221.000000 Penalty: 5323.708496
	Iteration 9F: 3 clusters Score -5214221 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 42528 members 
Entering Unmasked Estep 
Score: -5215816.000000 Penalty: 5323.708496
	Iteration 10Q: 3 clusters Score -5215816 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 43535 members 
Entering Unmasked Estep 
Score: -5216871.500000 Penalty: 5323.708496
	Iteration 11Q: 3 clusters Score -5216872 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 44028 members 
Entering Unmasked Estep 
Score: -5217421.500000 Penalty: 5323.708496
	Iteration 12Q: 3 clusters Score -5217422 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 44280 members 
Entering Unmasked Estep 
Score: -5217740.000000 Penalty: 5323.708496
	Iteration 13Q: 3 clusters Score -5217740 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 44424 members 
Entering Unmasked Estep 
Score: -5217950.000000 Penalty: 5323.708496
	Iteration 14Q: 3 clusters Score -5217950 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 44514 members 
Entering Unmasked Estep 
Score: -5218087.500000 Penalty: 5323.708496
	Iteration 15Q: 3 clusters Score -5218088 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 44594 members 
Entering Unmasked Estep 
Score: -5218185.500000 Penalty: 5323.708496
	Iteration 16Q: 3 clusters Score -5218186 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 44627 members 
Entering Unmasked Estep 
Score: -5218236.500000 Penalty: 5323.708496
	Iteration 17Q: 3 clusters Score -5218236 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 44668 members 
Entering Unmasked Estep 
Score: -5218283.500000 Penalty: 5323.708496
	Iteration 18Q: 3 clusters Score -5218284 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 44696 members 
Entering Unmasked Estep 
Score: -5218303.000000 Penalty: 5323.708496
	Iteration 19Q: 3 clusters Score -5218303 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 44718 members 
Entering Unmasked Estep 
Score: -5218312.000000 Penalty: 5323.708496
	Iteration 20F: 3 clusters Score -5218312 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 44735 members 
Entering Unmasked Estep 
Score: -5218335.500000 Penalty: 5323.708496
	Iteration 21Q: 3 clusters Score -5218336 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 44749 members 
Entering Unmasked Estep 
Score: -5218352.000000 Penalty: 5323.708496
	Iteration 22Q: 3 clusters Score -5218352 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 44761 members 
Entering Unmasked Estep 
Score: -5218368.500000 Penalty: 5323.708496
	Iteration 23Q: 3 clusters Score -5218368 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 44776 members 
Entering Unmasked Estep 
Score: -5218369.000000 Penalty: 5323.708496
	Iteration 24Q: 3 clusters Score -5218369 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 44779 members 
Entering Unmasked Estep 
Score: -5218370.500000 Penalty: 5323.708496
	Iteration 25Q: 3 clusters Score -5218370 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 44787 members 
Entering Unmasked Estep 
Score: -5218370.500000 Penalty: 5323.708496
	Iteration 26Q: 3 clusters Score -5218370 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 44796 members 
Entering Unmasked Estep 
Score: -5218380.000000 Penalty: 5323.708496
	Iteration 27Q: 3 clusters Score -5218380 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 44802 members 
Entering Unmasked Estep 
Score: -5218373.000000 Penalty: 5323.708496
	Iteration 28Q: 3 clusters Score -5218373 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 44810 members 
Entering Unmasked Estep 
Score: -5218389.000000 Penalty: 5323.708496
	Iteration 29Q: 3 clusters Score -5218389 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 44812 members 
Entering Unmasked Estep 
Score: -5218388.000000 Penalty: 5323.708496
	Iteration 30Q: 3 clusters Score -5218388 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 44817 members 
Entering Unmasked Estep 
Score: -5218396.000000 Penalty: 5323.708496
	Iteration 31Q: 3 clusters Score -5218396 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 44818 members 
Entering Unmasked Estep 
Score: -5218402.500000 Penalty: 5323.708496
	Iteration 32Q: 3 clusters Score -5218402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 44821 members 
Entering Unmasked Estep 
Score: -5218404.000000 Penalty: 5323.708496
	Iteration 33Q: 3 clusters Score -5218404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 44823 members 
Entering Unmasked Estep 
Score: -5218404.500000 Penalty: 5323.708496
	Iteration 34Q: 3 clusters Score -5218404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 44822 members 
Entering Unmasked Estep 
Score: -5218403.000000 Penalty: 5323.708496
	Iteration 35Q: 3 clusters Score -5218403 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 44824 members 
Entering Unmasked Estep 
Score: -5218401.000000 Penalty: 5323.708496
	Iteration 36Q: 3 clusters Score -5218401 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 44828 members 
Entering Unmasked Estep 
Score: -5218406.000000 Penalty: 5323.708496
	Iteration 37Q: 3 clusters Score -5218406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 44833 members 
Entering Unmasked Estep 
Score: -5218407.000000 Penalty: 5323.708496
	Iteration 38Q: 3 clusters Score -5218407 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 44836 members 
Entering Unmasked Estep 
Score: -5218410.500000 Penalty: 5323.708496
	Iteration 39Q: 3 clusters Score -5218410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 44840 members 
Entering Unmasked Estep 
Score: -5218411.000000 Penalty: 5323.708496
	Iteration 40F: 3 clusters Score -5218411 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 44843 members 
Entering Unmasked Estep 
Score: -5218417.500000 Penalty: 5323.708496
	Iteration 41Q: 3 clusters Score -5218418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 44844 members 
Entering Unmasked Estep 
Score: -5218418.500000 Penalty: 5323.708496
	Iteration 42Q: 3 clusters Score -5218418 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 44844 members 
Entering Unmasked Estep 
Score: -5218418.500000 Penalty: 5323.708496
	Iteration 43F: 3 clusters Score -5218418 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Entering Unmasked Estep 
Score: -399005.656250 Penalty: 2016.984131
	Iteration 0F: 2 clusters Score -399005.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -395486.968750 Penalty: 4033.968262
	Iteration 0F: 3 clusters Score -395487 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -396227.437500 Penalty: 4033.968262
	Iteration 1F: 3 clusters Score -396227.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -396402.218750 Penalty: 4033.968262
	Iteration 2F: 3 clusters Score -396402.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -396509.093750 Penalty: 4033.968262
	Iteration 3Q: 3 clusters Score -396509.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -396572.625000 Penalty: 4033.968262
	Iteration 4Q: 3 clusters Score -396572.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -396608.218750 Penalty: 4033.968262
	Iteration 5Q: 3 clusters Score -396608.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -396633.781250 Penalty: 4033.968262
	Iteration 6Q: 3 clusters Score -396633.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -396660.562500 Penalty: 4033.968262
	Iteration 7Q: 3 clusters Score -396660.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -396696.125000 Penalty: 4033.968262
	Iteration 8Q: 3 clusters Score -396696.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -396721.375000 Penalty: 4033.968262
	Iteration 9Q: 3 clusters Score -396721.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -396737.375000 Penalty: 4033.968262
	Iteration 10Q: 3 clusters Score -396737.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -396756.843750 Penalty: 4033.968262
	Iteration 11Q: 3 clusters Score -396756.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -396773.500000 Penalty: 4033.968262
	Iteration 12Q: 3 clusters Score -396773.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -396792.156250 Penalty: 4033.968262
	Iteration 13Q: 3 clusters Score -396792.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -396807.781250 Penalty: 4033.968262
	Iteration 14Q: 3 clusters Score -396807.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -396820.437500 Penalty: 4033.968262
	Iteration 15Q: 3 clusters Score -396820.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -396830.656250 Penalty: 4033.968262
	Iteration 16Q: 3 clusters Score -396830.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -396839.031250 Penalty: 4033.968262
	Iteration 17Q: 3 clusters Score -396839 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -396847.968750 Penalty: 4033.968262
	Iteration 18Q: 3 clusters Score -396848 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -396863.843750 Penalty: 4033.968262
	Iteration 19Q: 3 clusters Score -396863.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -396883.218750 Penalty: 4033.968262
	Iteration 20F: 3 clusters Score -396883.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -396907.000000 Penalty: 4033.968262
	Iteration 21Q: 3 clusters Score -396907 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -396928.812500 Penalty: 4033.968262
	Iteration 22Q: 3 clusters Score -396928.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -396955.906250 Penalty: 4033.968262
	Iteration 23Q: 3 clusters Score -396955.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -396980.562500 Penalty: 4033.968262
	Iteration 24Q: 3 clusters Score -396980.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -397001.312500 Penalty: 4033.968262
	Iteration 25Q: 3 clusters Score -397001.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -397024.687500 Penalty: 4033.968262
	Iteration 26Q: 3 clusters Score -397024.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -397042.656250 Penalty: 4033.968262
	Iteration 27Q: 3 clusters Score -397042.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -397055.781250 Penalty: 4033.968262
	Iteration 28Q: 3 clusters Score -397055.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -397071.187500 Penalty: 4033.968262
	Iteration 29Q: 3 clusters Score -397071.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -397085.250000 Penalty: 4033.968262
	Iteration 30Q: 3 clusters Score -397085.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -397094.562500 Penalty: 4033.968262
	Iteration 31Q: 3 clusters Score -397094.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -397102.031250 Penalty: 4033.968262
	Iteration 32Q: 3 clusters Score -397102 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -397105.187500 Penalty: 4033.968262
	Iteration 33Q: 3 clusters Score -397105.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -397108.593750 Penalty: 4033.968262
	Iteration 34Q: 3 clusters Score -397108.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -397110.281250 Penalty: 4033.968262
	Iteration 35Q: 3 clusters Score -397110.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -397114.656250 Penalty: 4033.968262
	Iteration 36Q: 3 clusters Score -397114.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -397116.250000 Penalty: 4033.968262
	Iteration 37Q: 3 clusters Score -397116.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -397117.187500 Penalty: 4033.968262
	Iteration 38Q: 3 clusters Score -397117.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -397120.718750 Penalty: 4033.968262
	Iteration 39Q: 3 clusters Score -397120.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -397128.906250 Penalty: 4033.968262
	Iteration 40F: 3 clusters Score -397128.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -397136.468750 Penalty: 4033.968262
	Iteration 41Q: 3 clusters Score -397136.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -397144.562500 Penalty: 4033.968262
	Iteration 42Q: 3 clusters Score -397144.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -397152.562500 Penalty: 4033.968262
	Iteration 43Q: 3 clusters Score -397152.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -397158.312500 Penalty: 4033.968262
	Iteration 44Q: 3 clusters Score -397158.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -397161.906250 Penalty: 4033.968262
	Iteration 45Q: 3 clusters Score -397161.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -397167.937500 Penalty: 4033.968262
	Iteration 46Q: 3 clusters Score -397167.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -397172.218750 Penalty: 4033.968262
	Iteration 47Q: 3 clusters Score -397172.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -397175.718750 Penalty: 4033.968262
	Iteration 48Q: 3 clusters Score -397175.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -397178.343750 Penalty: 4033.968262
	Iteration 49Q: 3 clusters Score -397178.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -397180.593750 Penalty: 4033.968262
	Iteration 50Q: 3 clusters Score -397180.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -397184.968750 Penalty: 4033.968262
	Iteration 51Q: 3 clusters Score -397185 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -397188.031250 Penalty: 4033.968262
	Iteration 52Q: 3 clusters Score -397188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -397189.812500 Penalty: 4033.968262
	Iteration 53Q: 3 clusters Score -397189.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -397193.375000 Penalty: 4033.968262
	Iteration 54Q: 3 clusters Score -397193.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -397200.156250 Penalty: 4033.968262
	Iteration 55Q: 3 clusters Score -397200.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -397200.437500 Penalty: 4033.968262
	Iteration 56Q: 3 clusters Score -397200.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -397200.437500 Penalty: 4033.968262
	Iteration 57F: 3 clusters Score -397200.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Entering Unmasked Estep 
Score: -204139.390625 Penalty: 1857.928101
	Iteration 0F: 2 clusters Score -204139.4 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 900 members 
Entering Unmasked Estep 
Score: -201612.218750 Penalty: 3715.856201
	Iteration 0F: 3 clusters Score -201612.2 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -202064.062500 Penalty: 3715.856201
	Iteration 1F: 3 clusters Score -202064.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -202149.078125 Penalty: 3715.856201
	Iteration 2F: 3 clusters Score -202149.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -202209.468750 Penalty: 3715.856201
	Iteration 3Q: 3 clusters Score -202209.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -202240.890625 Penalty: 3715.856201
	Iteration 4Q: 3 clusters Score -202240.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -202257.843750 Penalty: 3715.856201
	Iteration 5Q: 3 clusters Score -202257.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -202273.796875 Penalty: 3715.856201
	Iteration 6Q: 3 clusters Score -202273.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -202284.281250 Penalty: 3715.856201
	Iteration 7Q: 3 clusters Score -202284.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -202296.953125 Penalty: 3715.856201
	Iteration 8Q: 3 clusters Score -202297 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -202306.781250 Penalty: 3715.856201
	Iteration 9Q: 3 clusters Score -202306.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -202316.062500 Penalty: 3715.856201
	Iteration 10Q: 3 clusters Score -202316.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -202334.031250 Penalty: 3715.856201
	Iteration 11Q: 3 clusters Score -202334 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -202346.359375 Penalty: 3715.856201
	Iteration 12Q: 3 clusters Score -202346.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -202351.859375 Penalty: 3715.856201
	Iteration 13Q: 3 clusters Score -202351.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -202355.156250 Penalty: 3715.856201
	Iteration 14Q: 3 clusters Score -202355.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -202357.843750 Penalty: 3715.856201
	Iteration 15Q: 3 clusters Score -202357.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -202358.531250 Penalty: 3715.856201
	Iteration 16Q: 3 clusters Score -202358.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -202358.531250 Penalty: 3715.856201
	Iteration 17F: 3 clusters Score -202358.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (238293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238293 members 
Entering Unmasked Estep 
Score: -28136360.000000 Penalty: 3070.551514
	Iteration 0F: 2 clusters Score -2.813636e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118930 members 
Mstep: Class 2 contains 119363 members 
Entering Unmasked Estep 
Score: -27985008.000000 Penalty: 6141.103027
	Iteration 0F: 3 clusters Score -2.798501e+07 nChanged 114556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115638 members 
Mstep: Class 2 contains 122655 members 
Entering Unmasked Estep 
Score: -28052234.000000 Penalty: 6141.103027
	Iteration 1F: 3 clusters Score -2.805223e+07 nChanged 5687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113491 members 
Mstep: Class 2 contains 124802 members 
Entering Unmasked Estep 
Score: -28053214.000000 Penalty: 6141.103027
	Iteration 2Q: 3 clusters Score -2.805321e+07 nChanged 5904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110221 members 
Mstep: Class 2 contains 128072 members 
Entering Unmasked Estep 
Score: -28054374.000000 Penalty: 6141.103027
	Iteration 3Q: 3 clusters Score -2.805437e+07 nChanged 6811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105250 members 
Mstep: Class 2 contains 133043 members 
Entering Unmasked Estep 
Score: -28056398.000000 Penalty: 6141.103027
	Iteration 4Q: 3 clusters Score -2.80564e+07 nChanged 8470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97732 members 
Mstep: Class 2 contains 140561 members 
Entering Unmasked Estep 
Score: -28059648.000000 Penalty: 6141.103027
	Iteration 5Q: 3 clusters Score -2.805965e+07 nChanged 11486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86652 members 
Mstep: Class 2 contains 151641 members 
Entering Unmasked Estep 
Score: -28065600.000000 Penalty: 6141.103027
	Iteration 6Q: 3 clusters Score -2.80656e+07 nChanged 16123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70647 members 
Mstep: Class 2 contains 167646 members 
Entering Unmasked Estep 
Score: -28076474.000000 Penalty: 6141.103027
	Iteration 7F: 3 clusters Score -2.807647e+07 nChanged 20577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50082 members 
Mstep: Class 2 contains 188211 members 
Entering Unmasked Estep 
Score: -28092790.000000 Penalty: 6141.103027
	Iteration 8F: 3 clusters Score -2.809279e+07 nChanged 21223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28859 members 
Mstep: Class 2 contains 209434 members 
Entering Unmasked Estep 
Score: -28110636.000000 Penalty: 6141.103027
	Iteration 9F: 3 clusters Score -2.811064e+07 nChanged 15671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 225105 members 
Entering Unmasked Estep 
Score: -28123754.000000 Penalty: 6141.103027
	Iteration 10F: 3 clusters Score -2.812375e+07 nChanged 8060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 233163 members 
Entering Unmasked Estep 
Score: -28130056.000000 Penalty: 6141.103027
	Iteration 11Q: 3 clusters Score -2.813006e+07 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 236200 members 
Entering Unmasked Estep 
Score: -28132226.000000 Penalty: 6141.103027
	Iteration 12Q: 3 clusters Score -2.813223e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 237228 members 
Entering Unmasked Estep 
Score: -28132998.000000 Penalty: 6141.103027
	Iteration 13Q: 3 clusters Score -2.8133e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 237614 members 
Entering Unmasked Estep 
Score: -28133330.000000 Penalty: 6141.103027
	Iteration 14Q: 3 clusters Score -2.813333e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 237751 members 
Entering Unmasked Estep 
Score: -28133484.000000 Penalty: 6141.103027
	Iteration 15Q: 3 clusters Score -2.813348e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 237804 members 
Entering Unmasked Estep 
Score: -28133568.000000 Penalty: 6141.103027
	Iteration 16Q: 3 clusters Score -2.813357e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 237828 members 
Entering Unmasked Estep 
Score: -28133622.000000 Penalty: 6141.103027
	Iteration 17Q: 3 clusters Score -2.813362e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 237850 members 
Entering Unmasked Estep 
Score: -28133654.000000 Penalty: 6141.103027
	Iteration 18Q: 3 clusters Score -2.813365e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 237864 members 
Entering Unmasked Estep 
Score: -28133686.000000 Penalty: 6141.103027
	Iteration 19Q: 3 clusters Score -2.813369e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 237881 members 
Entering Unmasked Estep 
Score: -28133722.000000 Penalty: 6141.103027
	Iteration 20F: 3 clusters Score -2.813372e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 237890 members 
Entering Unmasked Estep 
Score: -28133712.000000 Penalty: 6141.103027
	Iteration 21Q: 3 clusters Score -2.813371e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 237892 members 
Entering Unmasked Estep 
Score: -28133738.000000 Penalty: 6141.103027
	Iteration 22Q: 3 clusters Score -2.813374e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 237893 members 
Entering Unmasked Estep 
Score: -28133724.000000 Penalty: 6141.103027
	Iteration 23Q: 3 clusters Score -2.813372e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 237898 members 
Entering Unmasked Estep 
Score: -28133726.000000 Penalty: 6141.103027
	Iteration 24Q: 3 clusters Score -2.813373e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 237905 members 
Entering Unmasked Estep 
Score: -28133744.000000 Penalty: 6141.103027
	Iteration 25Q: 3 clusters Score -2.813374e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 237912 members 
Entering Unmasked Estep 
Score: -28133738.000000 Penalty: 6141.103027
	Iteration 26Q: 3 clusters Score -2.813374e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 237915 members 
Entering Unmasked Estep 
Score: -28133762.000000 Penalty: 6141.103027
	Iteration 27Q: 3 clusters Score -2.813376e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 237918 members 
Entering Unmasked Estep 
Score: -28133750.000000 Penalty: 6141.103027
	Iteration 28Q: 3 clusters Score -2.813375e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 237920 members 
Entering Unmasked Estep 
Score: -28133756.000000 Penalty: 6141.103027
	Iteration 29Q: 3 clusters Score -2.813376e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 237920 members 
Entering Unmasked Estep 
Score: -28133758.000000 Penalty: 6141.103027
	Iteration 30Q: 3 clusters Score -2.813376e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 237921 members 
Entering Unmasked Estep 
Score: -28133762.000000 Penalty: 6141.103027
	Iteration 31Q: 3 clusters Score -2.813376e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 237919 members 
Entering Unmasked Estep 
Score: -28133762.000000 Penalty: 6141.103027
	Iteration 32Q: 3 clusters Score -2.813376e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 237920 members 
Entering Unmasked Estep 
Score: -28133766.000000 Penalty: 6141.103027
	Iteration 33Q: 3 clusters Score -2.813377e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 237920 members 
Entering Unmasked Estep 
Score: -28133766.000000 Penalty: 6141.103027
	Iteration 34F: 3 clusters Score -2.813377e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Entering Unmasked Estep 
Score: -129297.312500 Penalty: 1781.411743
	Iteration 0F: 2 clusters Score -129297.3 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 654 members 
Entering Unmasked Estep 
Score: -127172.492188 Penalty: 3562.823486
	Iteration 0F: 3 clusters Score -127172.5 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -127556.312500 Penalty: 3562.823486
	Iteration 1F: 3 clusters Score -127556.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -127655.156250 Penalty: 3562.823486
	Iteration 2F: 3 clusters Score -127655.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -127733.187500 Penalty: 3562.823486
	Iteration 3Q: 3 clusters Score -127733.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -127784.453125 Penalty: 3562.823486
	Iteration 4Q: 3 clusters Score -127784.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -127820.921875 Penalty: 3562.823486
	Iteration 5Q: 3 clusters Score -127820.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -127878.062500 Penalty: 3562.823486
	Iteration 6Q: 3 clusters Score -127878.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -127931.851562 Penalty: 3562.823486
	Iteration 7Q: 3 clusters Score -127931.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -128006.921875 Penalty: 3562.823486
	Iteration 8Q: 3 clusters Score -128006.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -128069.312500 Penalty: 3562.823486
	Iteration 9Q: 3 clusters Score -128069.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -128146.414062 Penalty: 3562.823486
	Iteration 10Q: 3 clusters Score -128146.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -128217.328125 Penalty: 3562.823486
	Iteration 11Q: 3 clusters Score -128217.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -128300.539062 Penalty: 3562.823486
	Iteration 12Q: 3 clusters Score -128300.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -128412.406250 Penalty: 3562.823486
	Iteration 13Q: 3 clusters Score -128412.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -128528.000000 Penalty: 3562.823486
	Iteration 14Q: 3 clusters Score -128528 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -128611.343750 Penalty: 3562.823486
	Iteration 15Q: 3 clusters Score -128611.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -128692.195312 Penalty: 3562.823486
	Iteration 16Q: 3 clusters Score -128692.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -128739.937500 Penalty: 3562.823486
	Iteration 17Q: 3 clusters Score -128739.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -128768.929688 Penalty: 3562.823486
	Iteration 18Q: 3 clusters Score -128768.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -128784.484375 Penalty: 3562.823486
	Iteration 19Q: 3 clusters Score -128784.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -128793.968750 Penalty: 3562.823486
	Iteration 20F: 3 clusters Score -128794 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -128808.781250 Penalty: 3562.823486
	Iteration 21Q: 3 clusters Score -128808.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -128810.554688 Penalty: 3562.823486
	Iteration 22Q: 3 clusters Score -128810.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -128813.507812 Penalty: 3562.823486
	Iteration 23Q: 3 clusters Score -128813.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -128814.554688 Penalty: 3562.823486
	Iteration 24Q: 3 clusters Score -128814.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -128814.554688 Penalty: 3562.823486
	Iteration 25F: 3 clusters Score -128814.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Entering Unmasked Estep 
Score: -694103.500000 Penalty: 2158.675293
	Iteration 0F: 2 clusters Score -694103.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -688933.437500 Penalty: 4317.350586
	Iteration 0F: 3 clusters Score -688933.4 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -690265.812500 Penalty: 4317.350586
	Iteration 1F: 3 clusters Score -690265.8 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -690494.687500 Penalty: 4317.350586
	Iteration 2F: 3 clusters Score -690494.7 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -690636.500000 Penalty: 4317.350586
	Iteration 3Q: 3 clusters Score -690636.5 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -690757.937500 Penalty: 4317.350586
	Iteration 4Q: 3 clusters Score -690757.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -690914.062500 Penalty: 4317.350586
	Iteration 5Q: 3 clusters Score -690914.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -691086.875000 Penalty: 4317.350586
	Iteration 6Q: 3 clusters Score -691086.9 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -691295.250000 Penalty: 4317.350586
	Iteration 7Q: 3 clusters Score -691295.2 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -691528.687500 Penalty: 4317.350586
	Iteration 8Q: 3 clusters Score -691528.7 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -691750.750000 Penalty: 4317.350586
	Iteration 9F: 3 clusters Score -691750.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -691953.562500 Penalty: 4317.350586
	Iteration 10Q: 3 clusters Score -691953.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -692145.937500 Penalty: 4317.350586
	Iteration 11Q: 3 clusters Score -692145.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -692282.750000 Penalty: 4317.350586
	Iteration 12Q: 3 clusters Score -692282.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -692385.625000 Penalty: 4317.350586
	Iteration 13Q: 3 clusters Score -692385.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -692470.562500 Penalty: 4317.350586
	Iteration 14Q: 3 clusters Score -692470.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -692532.062500 Penalty: 4317.350586
	Iteration 15Q: 3 clusters Score -692532.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -692565.812500 Penalty: 4317.350586
	Iteration 16Q: 3 clusters Score -692565.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -692592.875000 Penalty: 4317.350586
	Iteration 17Q: 3 clusters Score -692592.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -692619.562500 Penalty: 4317.350586
	Iteration 18Q: 3 clusters Score -692619.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -692637.562500 Penalty: 4317.350586
	Iteration 19Q: 3 clusters Score -692637.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -692645.187500 Penalty: 4317.350586
	Iteration 20F: 3 clusters Score -692645.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -692649.750000 Penalty: 4317.350586
	Iteration 21Q: 3 clusters Score -692649.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -692655.500000 Penalty: 4317.350586
	Iteration 22Q: 3 clusters Score -692655.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -692657.375000 Penalty: 4317.350586
	Iteration 23Q: 3 clusters Score -692657.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -692659.250000 Penalty: 4317.350586
	Iteration 24Q: 3 clusters Score -692659.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -692661.937500 Penalty: 4317.350586
	Iteration 25Q: 3 clusters Score -692661.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -692662.937500 Penalty: 4317.350586
	Iteration 26Q: 3 clusters Score -692662.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -692664.437500 Penalty: 4317.350586
	Iteration 27Q: 3 clusters Score -692664.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -692667.250000 Penalty: 4317.350586
	Iteration 28Q: 3 clusters Score -692667.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -692671.687500 Penalty: 4317.350586
	Iteration 29Q: 3 clusters Score -692671.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -692674.437500 Penalty: 4317.350586
	Iteration 30Q: 3 clusters Score -692674.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -692679.875000 Penalty: 4317.350586
	Iteration 31Q: 3 clusters Score -692679.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -692680.812500 Penalty: 4317.350586
	Iteration 32Q: 3 clusters Score -692680.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -692683.687500 Penalty: 4317.350586
	Iteration 33Q: 3 clusters Score -692683.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -692685.125000 Penalty: 4317.350586
	Iteration 34Q: 3 clusters Score -692685.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -692686.937500 Penalty: 4317.350586
	Iteration 35Q: 3 clusters Score -692686.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -692686.437500 Penalty: 4317.350586
	Iteration 36Q: 3 clusters Score -692686.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -692688.750000 Penalty: 4317.350586
	Iteration 37Q: 3 clusters Score -692688.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -692689.625000 Penalty: 4317.350586
	Iteration 38Q: 3 clusters Score -692689.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -692690.125000 Penalty: 4317.350586
	Iteration 39Q: 3 clusters Score -692690.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -692689.750000 Penalty: 4317.350586
	Iteration 40F: 3 clusters Score -692689.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -692690.312500 Penalty: 4317.350586
	Iteration 41Q: 3 clusters Score -692690.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -692690.750000 Penalty: 4317.350586
	Iteration 42Q: 3 clusters Score -692690.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -692690.750000 Penalty: 4317.350586
	Iteration 43F: 3 clusters Score -692690.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (212076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212076 members 
Entering Unmasked Estep 
Score: -25137508.000000 Penalty: 3041.645508
	Iteration 0F: 2 clusters Score -2.513751e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105876 members 
Mstep: Class 2 contains 106200 members 
Entering Unmasked Estep 
Score: -24995364.000000 Penalty: 6083.291016
	Iteration 0F: 3 clusters Score -2.499536e+07 nChanged 102519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102955 members 
Mstep: Class 2 contains 109121 members 
Entering Unmasked Estep 
Score: -25055384.000000 Penalty: 6083.291016
	Iteration 1F: 3 clusters Score -2.505538e+07 nChanged 5868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100805 members 
Mstep: Class 2 contains 111271 members 
Entering Unmasked Estep 
Score: -25056622.000000 Penalty: 6083.291016
	Iteration 2Q: 3 clusters Score -2.505662e+07 nChanged 6467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97462 members 
Mstep: Class 2 contains 114614 members 
Entering Unmasked Estep 
Score: -25058406.000000 Penalty: 6083.291016
	Iteration 3Q: 3 clusters Score -2.505841e+07 nChanged 7436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92488 members 
Mstep: Class 2 contains 119588 members 
Entering Unmasked Estep 
Score: -25060932.000000 Penalty: 6083.291016
	Iteration 4Q: 3 clusters Score -2.506093e+07 nChanged 9153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85145 members 
Mstep: Class 2 contains 126931 members 
Entering Unmasked Estep 
Score: -25064464.000000 Penalty: 6083.291016
	Iteration 5Q: 3 clusters Score -2.506446e+07 nChanged 11418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74797 members 
Mstep: Class 2 contains 137279 members 
Entering Unmasked Estep 
Score: -25070586.000000 Penalty: 6083.291016
	Iteration 6F: 3 clusters Score -2.507059e+07 nChanged 14335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61024 members 
Mstep: Class 2 contains 151052 members 
Entering Unmasked Estep 
Score: -25080434.000000 Penalty: 6083.291016
	Iteration 7F: 3 clusters Score -2.508043e+07 nChanged 16183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45061 members 
Mstep: Class 2 contains 167015 members 
Entering Unmasked Estep 
Score: -25093534.000000 Penalty: 6083.291016
	Iteration 8F: 3 clusters Score -2.509353e+07 nChanged 16001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29096 members 
Mstep: Class 2 contains 182980 members 
Entering Unmasked Estep 
Score: -25107866.000000 Penalty: 6083.291016
	Iteration 9F: 3 clusters Score -2.510787e+07 nChanged 13255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15841 members 
Mstep: Class 2 contains 196235 members 
Entering Unmasked Estep 
Score: -25120020.000000 Penalty: 6083.291016
	Iteration 10F: 3 clusters Score -2.512002e+07 nChanged 8758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 204993 members 
Entering Unmasked Estep 
Score: -25128492.000000 Penalty: 6083.291016
	Iteration 11Q: 3 clusters Score -2.512849e+07 nChanged 4323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 209316 members 
Entering Unmasked Estep 
Score: -25132280.000000 Penalty: 6083.291016
	Iteration 12Q: 3 clusters Score -2.513228e+07 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 210974 members 
Entering Unmasked Estep 
Score: -25133776.000000 Penalty: 6083.291016
	Iteration 13Q: 3 clusters Score -2.513378e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 211525 members 
Entering Unmasked Estep 
Score: -25134380.000000 Penalty: 6083.291016
	Iteration 14Q: 3 clusters Score -2.513438e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 211710 members 
Entering Unmasked Estep 
Score: -25134630.000000 Penalty: 6083.291016
	Iteration 15Q: 3 clusters Score -2.513463e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 211774 members 
Entering Unmasked Estep 
Score: -25134698.000000 Penalty: 6083.291016
	Iteration 16Q: 3 clusters Score -2.51347e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 211793 members 
Entering Unmasked Estep 
Score: -25134732.000000 Penalty: 6083.291016
	Iteration 17Q: 3 clusters Score -2.513473e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 211805 members 
Entering Unmasked Estep 
Score: -25134750.000000 Penalty: 6083.291016
	Iteration 18Q: 3 clusters Score -2.513475e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 211808 members 
Entering Unmasked Estep 
Score: -25134754.000000 Penalty: 6083.291016
	Iteration 19Q: 3 clusters Score -2.513475e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 211809 members 
Entering Unmasked Estep 
Score: -25134774.000000 Penalty: 6083.291016
	Iteration 20F: 3 clusters Score -2.513477e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 211814 members 
Entering Unmasked Estep 
Score: -25134774.000000 Penalty: 6083.291016
	Iteration 21Q: 3 clusters Score -2.513477e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 211818 members 
Entering Unmasked Estep 
Score: -25134804.000000 Penalty: 6083.291016
	Iteration 22Q: 3 clusters Score -2.51348e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 211821 members 
Entering Unmasked Estep 
Score: -25134838.000000 Penalty: 6083.291016
	Iteration 23Q: 3 clusters Score -2.513484e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 211821 members 
Entering Unmasked Estep 
Score: -25134828.000000 Penalty: 6083.291016
	Iteration 24Q: 3 clusters Score -2.513483e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 211823 members 
Entering Unmasked Estep 
Score: -25134832.000000 Penalty: 6083.291016
	Iteration 25Q: 3 clusters Score -2.513483e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 211824 members 
Entering Unmasked Estep 
Score: -25134848.000000 Penalty: 6083.291016
	Iteration 26Q: 3 clusters Score -2.513485e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 211823 members 
Entering Unmasked Estep 
Score: -25134836.000000 Penalty: 6083.291016
	Iteration 27Q: 3 clusters Score -2.513484e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 211824 members 
Entering Unmasked Estep 
Score: -25134836.000000 Penalty: 6083.291016
	Iteration 28Q: 3 clusters Score -2.513484e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 211825 members 
Entering Unmasked Estep 
Score: -25134840.000000 Penalty: 6083.291016
	Iteration 29Q: 3 clusters Score -2.513484e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 211826 members 
Entering Unmasked Estep 
Score: -25134846.000000 Penalty: 6083.291016
	Iteration 30Q: 3 clusters Score -2.513485e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 211826 members 
Entering Unmasked Estep 
Score: -25134846.000000 Penalty: 6083.291016
	Iteration 31F: 3 clusters Score -2.513485e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (83409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83409 members 
Entering Unmasked Estep 
Score: -9859304.000000 Penalty: 2810.214844
	Iteration 0F: 2 clusters Score -9859304 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41792 members 
Mstep: Class 2 contains 41617 members 
Entering Unmasked Estep 
Score: -9803492.000000 Penalty: 5620.429688
	Iteration 0F: 3 clusters Score -9803492 nChanged 39300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42332 members 
Mstep: Class 2 contains 41077 members 
Entering Unmasked Estep 
Score: -9825638.000000 Penalty: 5620.429688
	Iteration 1F: 3 clusters Score -9825638 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42779 members 
Mstep: Class 2 contains 40630 members 
Entering Unmasked Estep 
Score: -9826322.000000 Penalty: 5620.429688
	Iteration 2Q: 3 clusters Score -9826322 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43466 members 
Mstep: Class 2 contains 39943 members 
Entering Unmasked Estep 
Score: -9826829.000000 Penalty: 5620.429688
	Iteration 3Q: 3 clusters Score -9826829 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44454 members 
Mstep: Class 2 contains 38955 members 
Entering Unmasked Estep 
Score: -9827431.000000 Penalty: 5620.429688
	Iteration 4Q: 3 clusters Score -9827431 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45926 members 
Mstep: Class 2 contains 37483 members 
Entering Unmasked Estep 
Score: -9828118.000000 Penalty: 5620.429688
	Iteration 5Q: 3 clusters Score -9828118 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48041 members 
Mstep: Class 2 contains 35368 members 
Entering Unmasked Estep 
Score: -9829099.000000 Penalty: 5620.429688
	Iteration 6Q: 3 clusters Score -9829099 nChanged 3376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51025 members 
Mstep: Class 2 contains 32384 members 
Entering Unmasked Estep 
Score: -9830619.000000 Penalty: 5620.429688
	Iteration 7Q: 3 clusters Score -9830619 nChanged 4304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55133 members 
Mstep: Class 2 contains 28276 members 
Entering Unmasked Estep 
Score: -9833006.000000 Penalty: 5620.429688
	Iteration 8F: 3 clusters Score -9833006 nChanged 5292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60345 members 
Mstep: Class 2 contains 23064 members 
Entering Unmasked Estep 
Score: -9836800.000000 Penalty: 5620.429688
	Iteration 9F: 3 clusters Score -9836800 nChanged 5903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66202 members 
Mstep: Class 2 contains 17207 members 
Entering Unmasked Estep 
Score: -9841488.000000 Penalty: 5620.429688
	Iteration 10F: 3 clusters Score -9841488 nChanged 5583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71767 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -9846327.000000 Penalty: 5620.429688
	Iteration 11F: 3 clusters Score -9846327 nChanged 4576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76337 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -9850490.000000 Penalty: 5620.429688
	Iteration 12F: 3 clusters Score -9850490 nChanged 3240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79575 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -9853499.000000 Penalty: 5620.429688
	Iteration 13Q: 3 clusters Score -9853499 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81468 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -9855137.000000 Penalty: 5620.429688
	Iteration 14Q: 3 clusters Score -9855137 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82438 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -9856093.000000 Penalty: 5620.429688
	Iteration 15Q: 3 clusters Score -9856093 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82842 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -9856469.000000 Penalty: 5620.429688
	Iteration 16Q: 3 clusters Score -9856469 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82989 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -9856635.000000 Penalty: 5620.429688
	Iteration 17Q: 3 clusters Score -9856635 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83059 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -9856693.000000 Penalty: 5620.429688
	Iteration 18Q: 3 clusters Score -9856693 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83095 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -9856736.000000 Penalty: 5620.429688
	Iteration 19Q: 3 clusters Score -9856736 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83115 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -9856768.000000 Penalty: 5620.429688
	Iteration 20F: 3 clusters Score -9856768 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83128 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -9856791.000000 Penalty: 5620.429688
	Iteration 21Q: 3 clusters Score -9856791 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83137 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -9856795.000000 Penalty: 5620.429688
	Iteration 22Q: 3 clusters Score -9856795 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83144 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -9856802.000000 Penalty: 5620.429688
	Iteration 23Q: 3 clusters Score -9856802 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83151 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -9856815.000000 Penalty: 5620.429688
	Iteration 24Q: 3 clusters Score -9856815 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83153 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -9856817.000000 Penalty: 5620.429688
	Iteration 25Q: 3 clusters Score -9856817 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83154 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -9856816.000000 Penalty: 5620.429688
	Iteration 26Q: 3 clusters Score -9856816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83155 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -9856820.000000 Penalty: 5620.429688
	Iteration 27Q: 3 clusters Score -9856820 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83155 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -9856820.000000 Penalty: 5620.429688
	Iteration 28F: 3 clusters Score -9856820 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (38324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38324 members 
Entering Unmasked Estep 
Score: -4219730.500000 Penalty: 2617.350342
	Iteration 0F: 2 clusters Score -4219730 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19089 members 
Mstep: Class 2 contains 19235 members 
Entering Unmasked Estep 
Score: -4193659.250000 Penalty: 5234.700684
	Iteration 0F: 3 clusters Score -4193659 nChanged 17505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18460 members 
Mstep: Class 2 contains 19864 members 
Entering Unmasked Estep 
Score: -4203404.000000 Penalty: 5234.700684
	Iteration 1F: 3 clusters Score -4203404 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18167 members 
Mstep: Class 2 contains 20157 members 
Entering Unmasked Estep 
Score: -4204145.500000 Penalty: 5234.700684
	Iteration 2Q: 3 clusters Score -4204146 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17787 members 
Mstep: Class 2 contains 20537 members 
Entering Unmasked Estep 
Score: -4204895.000000 Penalty: 5234.700684
	Iteration 3Q: 3 clusters Score -4204895 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17266 members 
Mstep: Class 2 contains 21058 members 
Entering Unmasked Estep 
Score: -4205740.000000 Penalty: 5234.700684
	Iteration 4Q: 3 clusters Score -4205740 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16522 members 
Mstep: Class 2 contains 21802 members 
Entering Unmasked Estep 
Score: -4206681.000000 Penalty: 5234.700684
	Iteration 5F: 3 clusters Score -4206681 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15566 members 
Mstep: Class 2 contains 22758 members 
Entering Unmasked Estep 
Score: -4207720.000000 Penalty: 5234.700684
	Iteration 6F: 3 clusters Score -4207720 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14447 members 
Mstep: Class 2 contains 23877 members 
Entering Unmasked Estep 
Score: -4208897.500000 Penalty: 5234.700684
	Iteration 7F: 3 clusters Score -4208898 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13163 members 
Mstep: Class 2 contains 25161 members 
Entering Unmasked Estep 
Score: -4210189.500000 Penalty: 5234.700684
	Iteration 8F: 3 clusters Score -4210190 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11915 members 
Mstep: Class 2 contains 26409 members 
Entering Unmasked Estep 
Score: -4211377.500000 Penalty: 5234.700684
	Iteration 9Q: 3 clusters Score -4211378 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 27527 members 
Entering Unmasked Estep 
Score: -4212425.500000 Penalty: 5234.700684
	Iteration 10Q: 3 clusters Score -4212426 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 28496 members 
Entering Unmasked Estep 
Score: -4213196.000000 Penalty: 5234.700684
	Iteration 11Q: 3 clusters Score -4213196 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 29357 members 
Entering Unmasked Estep 
Score: -4213746.500000 Penalty: 5234.700684
	Iteration 12Q: 3 clusters Score -4213746 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 30116 members 
Entering Unmasked Estep 
Score: -4214118.500000 Penalty: 5234.700684
	Iteration 13Q: 3 clusters Score -4214118 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 30743 members 
Entering Unmasked Estep 
Score: -4214431.000000 Penalty: 5234.700684
	Iteration 14Q: 3 clusters Score -4214431 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 31332 members 
Entering Unmasked Estep 
Score: -4214663.500000 Penalty: 5234.700684
	Iteration 15Q: 3 clusters Score -4214664 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 31888 members 
Entering Unmasked Estep 
Score: -4214902.000000 Penalty: 5234.700684
	Iteration 16Q: 3 clusters Score -4214902 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 32463 members 
Entering Unmasked Estep 
Score: -4215128.500000 Penalty: 5234.700684
	Iteration 17Q: 3 clusters Score -4215128 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 33013 members 
Entering Unmasked Estep 
Score: -4215393.000000 Penalty: 5234.700684
	Iteration 18Q: 3 clusters Score -4215393 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 33554 members 
Entering Unmasked Estep 
Score: -4215618.000000 Penalty: 5234.700684
	Iteration 19Q: 3 clusters Score -4215618 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 34065 members 
Entering Unmasked Estep 
Score: -4215855.500000 Penalty: 5234.700684
	Iteration 20F: 3 clusters Score -4215856 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 34541 members 
Entering Unmasked Estep 
Score: -4216074.000000 Penalty: 5234.700684
	Iteration 21Q: 3 clusters Score -4216074 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 34987 members 
Entering Unmasked Estep 
Score: -4216278.000000 Penalty: 5234.700684
	Iteration 22Q: 3 clusters Score -4216278 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 35372 members 
Entering Unmasked Estep 
Score: -4216464.500000 Penalty: 5234.700684
	Iteration 23Q: 3 clusters Score -4216464 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 35706 members 
Entering Unmasked Estep 
Score: -4216623.000000 Penalty: 5234.700684
	Iteration 24Q: 3 clusters Score -4216623 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 35998 members 
Entering Unmasked Estep 
Score: -4216775.000000 Penalty: 5234.700684
	Iteration 25Q: 3 clusters Score -4216775 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 36272 members 
Entering Unmasked Estep 
Score: -4216937.500000 Penalty: 5234.700684
	Iteration 26Q: 3 clusters Score -4216938 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 36492 members 
Entering Unmasked Estep 
Score: -4217046.500000 Penalty: 5234.700684
	Iteration 27Q: 3 clusters Score -4217046 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 36675 members 
Entering Unmasked Estep 
Score: -4217161.500000 Penalty: 5234.700684
	Iteration 28Q: 3 clusters Score -4217162 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 36822 members 
Entering Unmasked Estep 
Score: -4217236.500000 Penalty: 5234.700684
	Iteration 29Q: 3 clusters Score -4217236 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 36933 members 
Entering Unmasked Estep 
Score: -4217296.000000 Penalty: 5234.700684
	Iteration 30Q: 3 clusters Score -4217296 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 37028 members 
Entering Unmasked Estep 
Score: -4217362.000000 Penalty: 5234.700684
	Iteration 31Q: 3 clusters Score -4217362 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 37113 members 
Entering Unmasked Estep 
Score: -4217395.000000 Penalty: 5234.700684
	Iteration 32Q: 3 clusters Score -4217395 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 37189 members 
Entering Unmasked Estep 
Score: -4217432.000000 Penalty: 5234.700684
	Iteration 33Q: 3 clusters Score -4217432 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 37258 members 
Entering Unmasked Estep 
Score: -4217470.000000 Penalty: 5234.700684
	Iteration 34Q: 3 clusters Score -4217470 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 37327 members 
Entering Unmasked Estep 
Score: -4217512.000000 Penalty: 5234.700684
	Iteration 35Q: 3 clusters Score -4217512 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 37385 members 
Entering Unmasked Estep 
Score: -4217557.500000 Penalty: 5234.700684
	Iteration 36Q: 3 clusters Score -4217558 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 37428 members 
Entering Unmasked Estep 
Score: -4217577.500000 Penalty: 5234.700684
	Iteration 37Q: 3 clusters Score -4217578 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 37460 members 
Entering Unmasked Estep 
Score: -4217590.500000 Penalty: 5234.700684
	Iteration 38Q: 3 clusters Score -4217590 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 37483 members 
Entering Unmasked Estep 
Score: -4217596.500000 Penalty: 5234.700684
	Iteration 39Q: 3 clusters Score -4217596 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 37496 members 
Entering Unmasked Estep 
Score: -4217603.000000 Penalty: 5234.700684
	Iteration 40F: 3 clusters Score -4217603 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 37505 members 
Entering Unmasked Estep 
Score: -4217607.500000 Penalty: 5234.700684
	Iteration 41Q: 3 clusters Score -4217608 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 37513 members 
Entering Unmasked Estep 
Score: -4217611.500000 Penalty: 5234.700684
	Iteration 42Q: 3 clusters Score -4217612 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 37515 members 
Entering Unmasked Estep 
Score: -4217619.000000 Penalty: 5234.700684
	Iteration 43Q: 3 clusters Score -4217619 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 37521 members 
Entering Unmasked Estep 
Score: -4217620.000000 Penalty: 5234.700684
	Iteration 44Q: 3 clusters Score -4217620 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 37525 members 
Entering Unmasked Estep 
Score: -4217623.500000 Penalty: 5234.700684
	Iteration 45Q: 3 clusters Score -4217624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 37527 members 
Entering Unmasked Estep 
Score: -4217626.000000 Penalty: 5234.700684
	Iteration 46Q: 3 clusters Score -4217626 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 37527 members 
Entering Unmasked Estep 
Score: -4217626.000000 Penalty: 5234.700684
	Iteration 47F: 3 clusters Score -4217626 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (9170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Entering Unmasked Estep 
Score: -1086827.250000 Penalty: 2262.675781
	Iteration 0F: 2 clusters Score -1086827 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -1079637.125000 Penalty: 4525.351562
	Iteration 0F: 3 clusters Score -1079637 nChanged 3815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1081608.375000 Penalty: 4525.351562
	Iteration 1F: 3 clusters Score -1081608 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -1081850.375000 Penalty: 4525.351562
	Iteration 2F: 3 clusters Score -1081850 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -1082022.875000 Penalty: 4525.351562
	Iteration 3Q: 3 clusters Score -1082023 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -1082162.875000 Penalty: 4525.351562
	Iteration 4Q: 3 clusters Score -1082163 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -1082269.500000 Penalty: 4525.351562
	Iteration 5Q: 3 clusters Score -1082270 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -1082350.625000 Penalty: 4525.351562
	Iteration 6Q: 3 clusters Score -1082351 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -1082408.375000 Penalty: 4525.351562
	Iteration 7Q: 3 clusters Score -1082408 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -1082465.000000 Penalty: 4525.351562
	Iteration 8Q: 3 clusters Score -1082465 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -1082520.625000 Penalty: 4525.351562
	Iteration 9Q: 3 clusters Score -1082521 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1082570.125000 Penalty: 4525.351562
	Iteration 10Q: 3 clusters Score -1082570 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -1082612.250000 Penalty: 4525.351562
	Iteration 11Q: 3 clusters Score -1082612 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -1082651.250000 Penalty: 4525.351562
	Iteration 12Q: 3 clusters Score -1082651 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -1082688.250000 Penalty: 4525.351562
	Iteration 13Q: 3 clusters Score -1082688 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -1082725.000000 Penalty: 4525.351562
	Iteration 14Q: 3 clusters Score -1082725 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -1082768.250000 Penalty: 4525.351562
	Iteration 15Q: 3 clusters Score -1082768 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -1082813.000000 Penalty: 4525.351562
	Iteration 16Q: 3 clusters Score -1082813 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -1082843.875000 Penalty: 4525.351562
	Iteration 17Q: 3 clusters Score -1082844 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -1082876.375000 Penalty: 4525.351562
	Iteration 18Q: 3 clusters Score -1082876 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -1082910.375000 Penalty: 4525.351562
	Iteration 19Q: 3 clusters Score -1082910 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -1082942.375000 Penalty: 4525.351562
	Iteration 20F: 3 clusters Score -1082942 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -1082980.625000 Penalty: 4525.351562
	Iteration 21Q: 3 clusters Score -1082981 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -1083028.375000 Penalty: 4525.351562
	Iteration 22Q: 3 clusters Score -1083028 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -1083074.375000 Penalty: 4525.351562
	Iteration 23Q: 3 clusters Score -1083074 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -1083129.500000 Penalty: 4525.351562
	Iteration 24Q: 3 clusters Score -1083130 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -1083193.000000 Penalty: 4525.351562
	Iteration 25Q: 3 clusters Score -1083193 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -1083256.875000 Penalty: 4525.351562
	Iteration 26Q: 3 clusters Score -1083257 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -1083327.500000 Penalty: 4525.351562
	Iteration 27Q: 3 clusters Score -1083328 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -1083394.625000 Penalty: 4525.351562
	Iteration 28Q: 3 clusters Score -1083395 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -1083471.875000 Penalty: 4525.351562
	Iteration 29Q: 3 clusters Score -1083472 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -1083540.125000 Penalty: 4525.351562
	Iteration 30Q: 3 clusters Score -1083540 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -1083618.000000 Penalty: 4525.351562
	Iteration 31Q: 3 clusters Score -1083618 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -1083706.750000 Penalty: 4525.351562
	Iteration 32Q: 3 clusters Score -1083707 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -1083797.250000 Penalty: 4525.351562
	Iteration 33Q: 3 clusters Score -1083797 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -1083887.875000 Penalty: 4525.351562
	Iteration 34Q: 3 clusters Score -1083888 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -1083982.125000 Penalty: 4525.351562
	Iteration 35Q: 3 clusters Score -1083982 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -1084063.500000 Penalty: 4525.351562
	Iteration 36Q: 3 clusters Score -1084064 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -1084140.250000 Penalty: 4525.351562
	Iteration 37Q: 3 clusters Score -1084140 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -1084215.625000 Penalty: 4525.351562
	Iteration 38Q: 3 clusters Score -1084216 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -1084281.875000 Penalty: 4525.351562
	Iteration 39Q: 3 clusters Score -1084282 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -1084336.375000 Penalty: 4525.351562
	Iteration 40F: 3 clusters Score -1084336 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -1084390.875000 Penalty: 4525.351562
	Iteration 41Q: 3 clusters Score -1084391 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -1084438.875000 Penalty: 4525.351562
	Iteration 42Q: 3 clusters Score -1084439 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -1084486.125000 Penalty: 4525.351562
	Iteration 43Q: 3 clusters Score -1084486 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -1084517.375000 Penalty: 4525.351562
	Iteration 44Q: 3 clusters Score -1084517 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -1084556.875000 Penalty: 4525.351562
	Iteration 45Q: 3 clusters Score -1084557 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -1084594.625000 Penalty: 4525.351562
	Iteration 46Q: 3 clusters Score -1084595 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -1084615.125000 Penalty: 4525.351562
	Iteration 47Q: 3 clusters Score -1084615 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -1084632.375000 Penalty: 4525.351562
	Iteration 48Q: 3 clusters Score -1084632 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -1084643.000000 Penalty: 4525.351562
	Iteration 49Q: 3 clusters Score -1084643 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -1084654.625000 Penalty: 4525.351562
	Iteration 50Q: 3 clusters Score -1084655 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -1084663.375000 Penalty: 4525.351562
	Iteration 51Q: 3 clusters Score -1084663 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -1084671.375000 Penalty: 4525.351562
	Iteration 52Q: 3 clusters Score -1084671 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -1084682.875000 Penalty: 4525.351562
	Iteration 53Q: 3 clusters Score -1084683 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -1084689.875000 Penalty: 4525.351562
	Iteration 54Q: 3 clusters Score -1084690 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -1084702.125000 Penalty: 4525.351562
	Iteration 55Q: 3 clusters Score -1084702 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -1084704.375000 Penalty: 4525.351562
	Iteration 56Q: 3 clusters Score -1084704 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -1084712.250000 Penalty: 4525.351562
	Iteration 57Q: 3 clusters Score -1084712 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -1084715.875000 Penalty: 4525.351562
	Iteration 58Q: 3 clusters Score -1084716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -1084720.500000 Penalty: 4525.351562
	Iteration 59Q: 3 clusters Score -1084720 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -1084725.250000 Penalty: 4525.351562
	Iteration 60F: 3 clusters Score -1084725 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -1084729.500000 Penalty: 4525.351562
	Iteration 61Q: 3 clusters Score -1084730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -1084731.875000 Penalty: 4525.351562
	Iteration 62Q: 3 clusters Score -1084732 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -1084736.250000 Penalty: 4525.351562
	Iteration 63Q: 3 clusters Score -1084736 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -1084740.500000 Penalty: 4525.351562
	Iteration 64Q: 3 clusters Score -1084740 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -1084752.000000 Penalty: 4525.351562
	Iteration 65Q: 3 clusters Score -1084752 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -1084762.750000 Penalty: 4525.351562
	Iteration 66Q: 3 clusters Score -1084763 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -1084766.875000 Penalty: 4525.351562
	Iteration 67Q: 3 clusters Score -1084767 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -1084772.875000 Penalty: 4525.351562
	Iteration 68Q: 3 clusters Score -1084773 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -1084778.250000 Penalty: 4525.351562
	Iteration 69Q: 3 clusters Score -1084778 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -1084781.875000 Penalty: 4525.351562
	Iteration 70Q: 3 clusters Score -1084782 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -1084786.500000 Penalty: 4525.351562
	Iteration 71Q: 3 clusters Score -1084786 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -1084791.375000 Penalty: 4525.351562
	Iteration 72Q: 3 clusters Score -1084791 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -1084797.125000 Penalty: 4525.351562
	Iteration 73Q: 3 clusters Score -1084797 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -1084800.500000 Penalty: 4525.351562
	Iteration 74Q: 3 clusters Score -1084800 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -1084805.250000 Penalty: 4525.351562
	Iteration 75Q: 3 clusters Score -1084805 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -1084805.625000 Penalty: 4525.351562
	Iteration 76Q: 3 clusters Score -1084806 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -1084805.625000 Penalty: 4525.351562
	Iteration 77F: 3 clusters Score -1084806 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (44334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44334 members 
Entering Unmasked Estep 
Score: -5157372.500000 Penalty: 2653.477783
	Iteration 0F: 2 clusters Score -5157372 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22294 members 
Mstep: Class 2 contains 22040 members 
Entering Unmasked Estep 
Score: -5127433.000000 Penalty: 5306.955566
	Iteration 0F: 3 clusters Score -5127433 nChanged 20436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23336 members 
Mstep: Class 2 contains 20998 members 
Entering Unmasked Estep 
Score: -5138884.500000 Penalty: 5306.955566
	Iteration 1F: 3 clusters Score -5138884 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23999 members 
Mstep: Class 2 contains 20335 members 
Entering Unmasked Estep 
Score: -5139857.000000 Penalty: 5306.955566
	Iteration 2Q: 3 clusters Score -5139857 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25079 members 
Mstep: Class 2 contains 19255 members 
Entering Unmasked Estep 
Score: -5141486.500000 Penalty: 5306.955566
	Iteration 3F: 3 clusters Score -5141486 nChanged 3336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26793 members 
Mstep: Class 2 contains 17541 members 
Entering Unmasked Estep 
Score: -5144027.000000 Penalty: 5306.955566
	Iteration 4F: 3 clusters Score -5144027 nChanged 3796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28931 members 
Mstep: Class 2 contains 15403 members 
Entering Unmasked Estep 
Score: -5147161.000000 Penalty: 5306.955566
	Iteration 5F: 3 clusters Score -5147161 nChanged 3694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31051 members 
Mstep: Class 2 contains 13283 members 
Entering Unmasked Estep 
Score: -5149961.500000 Penalty: 5306.955566
	Iteration 6F: 3 clusters Score -5149962 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32771 members 
Mstep: Class 2 contains 11563 members 
Entering Unmasked Estep 
Score: -5151597.000000 Penalty: 5306.955566
	Iteration 7F: 3 clusters Score -5151597 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34086 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -5152559.000000 Penalty: 5306.955566
	Iteration 8Q: 3 clusters Score -5152559 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35169 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -5153125.000000 Penalty: 5306.955566
	Iteration 9Q: 3 clusters Score -5153125 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36103 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -5153499.500000 Penalty: 5306.955566
	Iteration 10Q: 3 clusters Score -5153500 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36929 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -5153852.000000 Penalty: 5306.955566
	Iteration 11Q: 3 clusters Score -5153852 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37679 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -5154117.500000 Penalty: 5306.955566
	Iteration 12Q: 3 clusters Score -5154118 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38343 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -5154318.000000 Penalty: 5306.955566
	Iteration 13Q: 3 clusters Score -5154318 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38911 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -5154485.000000 Penalty: 5306.955566
	Iteration 14Q: 3 clusters Score -5154485 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39448 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -5154665.500000 Penalty: 5306.955566
	Iteration 15Q: 3 clusters Score -5154666 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39862 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -5154787.000000 Penalty: 5306.955566
	Iteration 16Q: 3 clusters Score -5154787 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40198 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -5154896.000000 Penalty: 5306.955566
	Iteration 17Q: 3 clusters Score -5154896 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40463 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -5154965.000000 Penalty: 5306.955566
	Iteration 18Q: 3 clusters Score -5154965 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40690 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -5155032.000000 Penalty: 5306.955566
	Iteration 19Q: 3 clusters Score -5155032 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40899 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -5155102.500000 Penalty: 5306.955566
	Iteration 20F: 3 clusters Score -5155102 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41075 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -5155167.500000 Penalty: 5306.955566
	Iteration 21Q: 3 clusters Score -5155168 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41260 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -5155219.000000 Penalty: 5306.955566
	Iteration 22Q: 3 clusters Score -5155219 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41412 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -5155274.000000 Penalty: 5306.955566
	Iteration 23Q: 3 clusters Score -5155274 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41539 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -5155292.500000 Penalty: 5306.955566
	Iteration 24Q: 3 clusters Score -5155292 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41650 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -5155332.000000 Penalty: 5306.955566
	Iteration 25Q: 3 clusters Score -5155332 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41766 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -5155386.500000 Penalty: 5306.955566
	Iteration 26Q: 3 clusters Score -5155386 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41858 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -5155414.500000 Penalty: 5306.955566
	Iteration 27Q: 3 clusters Score -5155414 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41941 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -5155420.500000 Penalty: 5306.955566
	Iteration 28Q: 3 clusters Score -5155420 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42017 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -5155442.500000 Penalty: 5306.955566
	Iteration 29Q: 3 clusters Score -5155442 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42078 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -5155451.500000 Penalty: 5306.955566
	Iteration 30Q: 3 clusters Score -5155452 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42135 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -5155489.000000 Penalty: 5306.955566
	Iteration 31Q: 3 clusters Score -5155489 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42185 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -5155513.000000 Penalty: 5306.955566
	Iteration 32Q: 3 clusters Score -5155513 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42227 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -5155537.500000 Penalty: 5306.955566
	Iteration 33Q: 3 clusters Score -5155538 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42267 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -5155560.000000 Penalty: 5306.955566
	Iteration 34Q: 3 clusters Score -5155560 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42302 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -5155565.500000 Penalty: 5306.955566
	Iteration 35Q: 3 clusters Score -5155566 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42340 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -5155572.500000 Penalty: 5306.955566
	Iteration 36Q: 3 clusters Score -5155572 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42373 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -5155595.500000 Penalty: 5306.955566
	Iteration 37Q: 3 clusters Score -5155596 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42407 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -5155614.500000 Penalty: 5306.955566
	Iteration 38Q: 3 clusters Score -5155614 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42430 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -5155622.000000 Penalty: 5306.955566
	Iteration 39Q: 3 clusters Score -5155622 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42446 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -5155628.000000 Penalty: 5306.955566
	Iteration 40F: 3 clusters Score -5155628 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42469 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -5155645.000000 Penalty: 5306.955566
	Iteration 41Q: 3 clusters Score -5155645 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42483 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -5155654.000000 Penalty: 5306.955566
	Iteration 42Q: 3 clusters Score -5155654 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42500 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -5155671.000000 Penalty: 5306.955566
	Iteration 43Q: 3 clusters Score -5155671 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42518 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -5155661.500000 Penalty: 5306.955566
	Iteration 44Q: 3 clusters Score -5155662 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42534 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -5155681.500000 Penalty: 5306.955566
	Iteration 45Q: 3 clusters Score -5155682 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42543 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -5155689.000000 Penalty: 5306.955566
	Iteration 46Q: 3 clusters Score -5155689 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42547 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -5155694.500000 Penalty: 5306.955566
	Iteration 47Q: 3 clusters Score -5155694 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42554 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -5155689.500000 Penalty: 5306.955566
	Iteration 48Q: 3 clusters Score -5155690 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42562 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -5155697.000000 Penalty: 5306.955566
	Iteration 49Q: 3 clusters Score -5155697 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42569 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -5155708.000000 Penalty: 5306.955566
	Iteration 50Q: 3 clusters Score -5155708 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42580 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -5155710.000000 Penalty: 5306.955566
	Iteration 51Q: 3 clusters Score -5155710 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42585 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -5155730.000000 Penalty: 5306.955566
	Iteration 52Q: 3 clusters Score -5155730 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42596 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -5155723.500000 Penalty: 5306.955566
	Iteration 53Q: 3 clusters Score -5155724 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42614 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -5155736.000000 Penalty: 5306.955566
	Iteration 54Q: 3 clusters Score -5155736 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42623 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -5155739.500000 Penalty: 5306.955566
	Iteration 55Q: 3 clusters Score -5155740 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42634 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -5155748.500000 Penalty: 5306.955566
	Iteration 56Q: 3 clusters Score -5155748 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42637 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -5155755.000000 Penalty: 5306.955566
	Iteration 57Q: 3 clusters Score -5155755 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42646 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -5155753.000000 Penalty: 5306.955566
	Iteration 58Q: 3 clusters Score -5155753 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42650 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -5155768.500000 Penalty: 5306.955566
	Iteration 59Q: 3 clusters Score -5155768 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42657 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -5155773.500000 Penalty: 5306.955566
	Iteration 60F: 3 clusters Score -5155774 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42660 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -5155778.500000 Penalty: 5306.955566
	Iteration 61Q: 3 clusters Score -5155778 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42664 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -5155771.500000 Penalty: 5306.955566
	Iteration 62Q: 3 clusters Score -5155772 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42672 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -5155786.500000 Penalty: 5306.955566
	Iteration 63Q: 3 clusters Score -5155786 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42676 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -5155791.000000 Penalty: 5306.955566
	Iteration 64Q: 3 clusters Score -5155791 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42672 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -5155798.000000 Penalty: 5306.955566
	Iteration 65Q: 3 clusters Score -5155798 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42673 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -5155796.000000 Penalty: 5306.955566
	Iteration 66Q: 3 clusters Score -5155796 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42672 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -5155796.500000 Penalty: 5306.955566
	Iteration 67Q: 3 clusters Score -5155796 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42672 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -5155800.500000 Penalty: 5306.955566
	Iteration 68Q: 3 clusters Score -5155800 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42668 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -5155800.500000 Penalty: 5306.955566
	Iteration 69Q: 3 clusters Score -5155800 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42664 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -5155796.000000 Penalty: 5306.955566
	Iteration 70Q: 3 clusters Score -5155796 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42664 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -5155797.500000 Penalty: 5306.955566
	Iteration 71Q: 3 clusters Score -5155798 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42668 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -5155807.500000 Penalty: 5306.955566
	Iteration 72Q: 3 clusters Score -5155808 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42670 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -5155806.500000 Penalty: 5306.955566
	Iteration 73Q: 3 clusters Score -5155806 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42677 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -5155813.500000 Penalty: 5306.955566
	Iteration 74Q: 3 clusters Score -5155814 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42678 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -5155821.000000 Penalty: 5306.955566
	Iteration 75Q: 3 clusters Score -5155821 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42680 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -5155819.500000 Penalty: 5306.955566
	Iteration 76Q: 3 clusters Score -5155820 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42677 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -5155819.500000 Penalty: 5306.955566
	Iteration 77Q: 3 clusters Score -5155820 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42678 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -5155824.000000 Penalty: 5306.955566
	Iteration 78Q: 3 clusters Score -5155824 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42676 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -5155835.000000 Penalty: 5306.955566
	Iteration 79Q: 3 clusters Score -5155835 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42682 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -5155844.500000 Penalty: 5306.955566
	Iteration 80F: 3 clusters Score -5155844 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42690 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -5155852.000000 Penalty: 5306.955566
	Iteration 81Q: 3 clusters Score -5155852 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42694 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -5155851.000000 Penalty: 5306.955566
	Iteration 82Q: 3 clusters Score -5155851 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42694 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -5155851.000000 Penalty: 5306.955566
	Iteration 83Q: 3 clusters Score -5155851 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42695 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -5155866.500000 Penalty: 5306.955566
	Iteration 84Q: 3 clusters Score -5155866 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42696 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -5155870.000000 Penalty: 5306.955566
	Iteration 85Q: 3 clusters Score -5155870 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42710 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -5155878.000000 Penalty: 5306.955566
	Iteration 86Q: 3 clusters Score -5155878 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42702 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -5155887.000000 Penalty: 5306.955566
	Iteration 87Q: 3 clusters Score -5155887 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42693 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -5155891.000000 Penalty: 5306.955566
	Iteration 88Q: 3 clusters Score -5155891 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42688 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -5155891.500000 Penalty: 5306.955566
	Iteration 89Q: 3 clusters Score -5155892 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42692 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -5155890.500000 Penalty: 5306.955566
	Iteration 90Q: 3 clusters Score -5155890 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42694 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -5155900.500000 Penalty: 5306.955566
	Iteration 91Q: 3 clusters Score -5155900 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42692 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -5155914.500000 Penalty: 5306.955566
	Iteration 92Q: 3 clusters Score -5155914 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42692 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -5155920.000000 Penalty: 5306.955566
	Iteration 93Q: 3 clusters Score -5155920 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42692 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -5155935.500000 Penalty: 5306.955566
	Iteration 94Q: 3 clusters Score -5155936 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42692 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -5155934.000000 Penalty: 5306.955566
	Iteration 95Q: 3 clusters Score -5155934 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42686 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -5155931.000000 Penalty: 5306.955566
	Iteration 96Q: 3 clusters Score -5155931 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42683 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -5155935.000000 Penalty: 5306.955566
	Iteration 97Q: 3 clusters Score -5155935 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42668 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -5155941.500000 Penalty: 5306.955566
	Iteration 98Q: 3 clusters Score -5155942 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42662 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -5155940.000000 Penalty: 5306.955566
	Iteration 99Q: 3 clusters Score -5155940 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42661 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -5155950.500000 Penalty: 5306.955566
	Iteration 100F: 3 clusters Score -5155950 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42661 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -5155953.000000 Penalty: 5306.955566
	Iteration 101Q: 3 clusters Score -5155953 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42664 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -5155965.500000 Penalty: 5306.955566
	Iteration 102Q: 3 clusters Score -5155966 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42664 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -5155967.500000 Penalty: 5306.955566
	Iteration 103Q: 3 clusters Score -5155968 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42665 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -5155976.000000 Penalty: 5306.955566
	Iteration 104Q: 3 clusters Score -5155976 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42667 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -5155977.500000 Penalty: 5306.955566
	Iteration 105Q: 3 clusters Score -5155978 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42667 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -5155984.000000 Penalty: 5306.955566
	Iteration 106Q: 3 clusters Score -5155984 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42663 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -5155985.500000 Penalty: 5306.955566
	Iteration 107Q: 3 clusters Score -5155986 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42664 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -5155994.000000 Penalty: 5306.955566
	Iteration 108Q: 3 clusters Score -5155994 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42660 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -5155995.500000 Penalty: 5306.955566
	Iteration 109Q: 3 clusters Score -5155996 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42657 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -5156016.500000 Penalty: 5306.955566
	Iteration 110Q: 3 clusters Score -5156016 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42658 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -5156009.500000 Penalty: 5306.955566
	Iteration 111Q: 3 clusters Score -5156010 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42653 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -5156017.500000 Penalty: 5306.955566
	Iteration 112Q: 3 clusters Score -5156018 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42653 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -5156022.500000 Penalty: 5306.955566
	Iteration 113Q: 3 clusters Score -5156022 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42656 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -5156024.500000 Penalty: 5306.955566
	Iteration 114Q: 3 clusters Score -5156024 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42651 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -5156023.500000 Penalty: 5306.955566
	Iteration 115Q: 3 clusters Score -5156024 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42646 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -5156025.500000 Penalty: 5306.955566
	Iteration 116Q: 3 clusters Score -5156026 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42642 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -5156031.000000 Penalty: 5306.955566
	Iteration 117Q: 3 clusters Score -5156031 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42639 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -5156031.000000 Penalty: 5306.955566
	Iteration 118Q: 3 clusters Score -5156031 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42638 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -5156033.000000 Penalty: 5306.955566
	Iteration 119Q: 3 clusters Score -5156033 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42638 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -5156033.000000 Penalty: 5306.955566
	Iteration 120F: 3 clusters Score -5156033 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Entering Unmasked Estep 
Score: -132613.656250 Penalty: 1770.242065
	Iteration 0F: 2 clusters Score -132613.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -130509.875000 Penalty: 3540.484131
	Iteration 0F: 3 clusters Score -130509.9 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -130877.265625 Penalty: 3540.484131
	Iteration 1F: 3 clusters Score -130877.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -130964.109375 Penalty: 3540.484131
	Iteration 2F: 3 clusters Score -130964.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -131004.945312 Penalty: 3540.484131
	Iteration 3Q: 3 clusters Score -131004.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -131026.554688 Penalty: 3540.484131
	Iteration 4Q: 3 clusters Score -131026.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -131047.890625 Penalty: 3540.484131
	Iteration 5Q: 3 clusters Score -131047.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -131067.140625 Penalty: 3540.484131
	Iteration 6Q: 3 clusters Score -131067.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -131080.546875 Penalty: 3540.484131
	Iteration 7Q: 3 clusters Score -131080.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -131089.156250 Penalty: 3540.484131
	Iteration 8Q: 3 clusters Score -131089.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -131097.015625 Penalty: 3540.484131
	Iteration 9Q: 3 clusters Score -131097 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -131104.062500 Penalty: 3540.484131
	Iteration 10Q: 3 clusters Score -131104.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -131110.390625 Penalty: 3540.484131
	Iteration 11Q: 3 clusters Score -131110.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -131116.250000 Penalty: 3540.484131
	Iteration 12Q: 3 clusters Score -131116.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -131118.093750 Penalty: 3540.484131
	Iteration 13Q: 3 clusters Score -131118.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -131120.515625 Penalty: 3540.484131
	Iteration 14Q: 3 clusters Score -131120.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -131123.640625 Penalty: 3540.484131
	Iteration 15Q: 3 clusters Score -131123.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -131125.109375 Penalty: 3540.484131
	Iteration 16Q: 3 clusters Score -131125.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -131126.437500 Penalty: 3540.484131
	Iteration 17Q: 3 clusters Score -131126.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -131126.921875 Penalty: 3540.484131
	Iteration 18Q: 3 clusters Score -131126.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -131129.593750 Penalty: 3540.484131
	Iteration 19Q: 3 clusters Score -131129.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -131130.156250 Penalty: 3540.484131
	Iteration 20F: 3 clusters Score -131130.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -131131.046875 Penalty: 3540.484131
	Iteration 21Q: 3 clusters Score -131131 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -131131.046875 Penalty: 3540.484131
	Iteration 22F: 3 clusters Score -131131 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Entering Unmasked Estep 
Score: -1164237.500000 Penalty: 2297.513184
	Iteration 0F: 2 clusters Score -1164238 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -1156138.750000 Penalty: 4595.026367
	Iteration 0F: 3 clusters Score -1156139 nChanged 4435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -1158563.250000 Penalty: 4595.026367
	Iteration 1F: 3 clusters Score -1158563 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -1158927.500000 Penalty: 4595.026367
	Iteration 2F: 3 clusters Score -1158928 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -1159219.250000 Penalty: 4595.026367
	Iteration 3F: 3 clusters Score -1159219 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -1159446.375000 Penalty: 4595.026367
	Iteration 4Q: 3 clusters Score -1159446 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -1159655.750000 Penalty: 4595.026367
	Iteration 5Q: 3 clusters Score -1159656 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -1159890.875000 Penalty: 4595.026367
	Iteration 6Q: 3 clusters Score -1159891 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -1160182.875000 Penalty: 4595.026367
	Iteration 7Q: 3 clusters Score -1160183 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -1160559.125000 Penalty: 4595.026367
	Iteration 8Q: 3 clusters Score -1160559 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -1160964.250000 Penalty: 4595.026367
	Iteration 9F: 3 clusters Score -1160964 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1161316.875000 Penalty: 4595.026367
	Iteration 10Q: 3 clusters Score -1161317 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -1161614.250000 Penalty: 4595.026367
	Iteration 11Q: 3 clusters Score -1161614 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -1161844.000000 Penalty: 4595.026367
	Iteration 12Q: 3 clusters Score -1161844 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -1161985.875000 Penalty: 4595.026367
	Iteration 13Q: 3 clusters Score -1161986 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -1162067.875000 Penalty: 4595.026367
	Iteration 14Q: 3 clusters Score -1162068 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -1162130.000000 Penalty: 4595.026367
	Iteration 15Q: 3 clusters Score -1162130 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -1162174.250000 Penalty: 4595.026367
	Iteration 16Q: 3 clusters Score -1162174 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -1162203.000000 Penalty: 4595.026367
	Iteration 17Q: 3 clusters Score -1162203 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -1162227.500000 Penalty: 4595.026367
	Iteration 18Q: 3 clusters Score -1162228 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -1162241.625000 Penalty: 4595.026367
	Iteration 19Q: 3 clusters Score -1162242 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -1162247.625000 Penalty: 4595.026367
	Iteration 20F: 3 clusters Score -1162248 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -1162255.500000 Penalty: 4595.026367
	Iteration 21Q: 3 clusters Score -1162256 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -1162262.000000 Penalty: 4595.026367
	Iteration 22Q: 3 clusters Score -1162262 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -1162262.375000 Penalty: 4595.026367
	Iteration 23Q: 3 clusters Score -1162262 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -1162264.625000 Penalty: 4595.026367
	Iteration 24Q: 3 clusters Score -1162265 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -1162265.750000 Penalty: 4595.026367
	Iteration 25Q: 3 clusters Score -1162266 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -1162268.750000 Penalty: 4595.026367
	Iteration 26Q: 3 clusters Score -1162269 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -1162272.375000 Penalty: 4595.026367
	Iteration 27Q: 3 clusters Score -1162272 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -1162270.875000 Penalty: 4595.026367
	Iteration 28Q: 3 clusters Score -1162271 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1162278.000000 Penalty: 4595.026367
	Iteration 29Q: 3 clusters Score -1162278 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -1162276.500000 Penalty: 4595.026367
	Iteration 30Q: 3 clusters Score -1162276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -1162278.875000 Penalty: 4595.026367
	Iteration 31Q: 3 clusters Score -1162279 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -1162278.500000 Penalty: 4595.026367
	Iteration 32Q: 3 clusters Score -1162278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -1162280.750000 Penalty: 4595.026367
	Iteration 33Q: 3 clusters Score -1162281 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -1162278.875000 Penalty: 4595.026367
	Iteration 34Q: 3 clusters Score -1162279 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1162280.375000 Penalty: 4595.026367
	Iteration 35Q: 3 clusters Score -1162280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -1162278.375000 Penalty: 4595.026367
	Iteration 36Q: 3 clusters Score -1162278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -1162278.375000 Penalty: 4595.026367
	Iteration 37F: 3 clusters Score -1162278 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Entering Unmasked Estep 
Score: -586807.750000 Penalty: 2119.739014
	Iteration 0F: 2 clusters Score -586807.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -582203.750000 Penalty: 4239.478027
	Iteration 0F: 3 clusters Score -582203.8 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -583449.937500 Penalty: 4239.478027
	Iteration 1F: 3 clusters Score -583449.9 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -583879.500000 Penalty: 4239.478027
	Iteration 2F: 3 clusters Score -583879.5 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -584156.000000 Penalty: 4239.478027
	Iteration 3F: 3 clusters Score -584156 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -584335.312500 Penalty: 4239.478027
	Iteration 4F: 3 clusters Score -584335.3 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -584458.750000 Penalty: 4239.478027
	Iteration 5Q: 3 clusters Score -584458.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -584541.062500 Penalty: 4239.478027
	Iteration 6Q: 3 clusters Score -584541.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -584610.187500 Penalty: 4239.478027
	Iteration 7Q: 3 clusters Score -584610.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -584673.312500 Penalty: 4239.478027
	Iteration 8Q: 3 clusters Score -584673.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -584733.687500 Penalty: 4239.478027
	Iteration 9Q: 3 clusters Score -584733.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -584801.125000 Penalty: 4239.478027
	Iteration 10Q: 3 clusters Score -584801.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -584854.812500 Penalty: 4239.478027
	Iteration 11Q: 3 clusters Score -584854.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -584913.125000 Penalty: 4239.478027
	Iteration 12Q: 3 clusters Score -584913.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -584984.375000 Penalty: 4239.478027
	Iteration 13Q: 3 clusters Score -584984.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -585057.187500 Penalty: 4239.478027
	Iteration 14Q: 3 clusters Score -585057.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -585117.187500 Penalty: 4239.478027
	Iteration 15Q: 3 clusters Score -585117.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -585177.937500 Penalty: 4239.478027
	Iteration 16Q: 3 clusters Score -585177.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -585252.562500 Penalty: 4239.478027
	Iteration 17Q: 3 clusters Score -585252.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -585331.625000 Penalty: 4239.478027
	Iteration 18Q: 3 clusters Score -585331.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -585405.062500 Penalty: 4239.478027
	Iteration 19Q: 3 clusters Score -585405.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -585486.812500 Penalty: 4239.478027
	Iteration 20F: 3 clusters Score -585486.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -585565.625000 Penalty: 4239.478027
	Iteration 21Q: 3 clusters Score -585565.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -585628.750000 Penalty: 4239.478027
	Iteration 22Q: 3 clusters Score -585628.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -585683.937500 Penalty: 4239.478027
	Iteration 23Q: 3 clusters Score -585683.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -585725.125000 Penalty: 4239.478027
	Iteration 24Q: 3 clusters Score -585725.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -585766.125000 Penalty: 4239.478027
	Iteration 25Q: 3 clusters Score -585766.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -585803.062500 Penalty: 4239.478027
	Iteration 26Q: 3 clusters Score -585803.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -585826.625000 Penalty: 4239.478027
	Iteration 27Q: 3 clusters Score -585826.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -585840.187500 Penalty: 4239.478027
	Iteration 28Q: 3 clusters Score -585840.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -585855.312500 Penalty: 4239.478027
	Iteration 29Q: 3 clusters Score -585855.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -585867.625000 Penalty: 4239.478027
	Iteration 30Q: 3 clusters Score -585867.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -585879.250000 Penalty: 4239.478027
	Iteration 31Q: 3 clusters Score -585879.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -585886.625000 Penalty: 4239.478027
	Iteration 32Q: 3 clusters Score -585886.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -585897.937500 Penalty: 4239.478027
	Iteration 33Q: 3 clusters Score -585897.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -585902.750000 Penalty: 4239.478027
	Iteration 34Q: 3 clusters Score -585902.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -585905.312500 Penalty: 4239.478027
	Iteration 35Q: 3 clusters Score -585905.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -585908.375000 Penalty: 4239.478027
	Iteration 36Q: 3 clusters Score -585908.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -585909.000000 Penalty: 4239.478027
	Iteration 37Q: 3 clusters Score -585909 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -585910.437500 Penalty: 4239.478027
	Iteration 38Q: 3 clusters Score -585910.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -585911.187500 Penalty: 4239.478027
	Iteration 39Q: 3 clusters Score -585911.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -585910.937500 Penalty: 4239.478027
	Iteration 40F: 3 clusters Score -585910.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (215708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215708 members 
Entering Unmasked Estep 
Score: -26046528.000000 Penalty: 3045.856934
	Iteration 0F: 2 clusters Score -2.604653e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107932 members 
Mstep: Class 2 contains 107776 members 
Entering Unmasked Estep 
Score: -25914850.000000 Penalty: 6091.713867
	Iteration 0F: 3 clusters Score -2.591485e+07 nChanged 103987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109803 members 
Mstep: Class 2 contains 105905 members 
Entering Unmasked Estep 
Score: -25974970.000000 Penalty: 6091.713867
	Iteration 1F: 3 clusters Score -2.597497e+07 nChanged 4918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111231 members 
Mstep: Class 2 contains 104477 members 
Entering Unmasked Estep 
Score: -25975742.000000 Penalty: 6091.713867
	Iteration 2Q: 3 clusters Score -2.597574e+07 nChanged 5202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113421 members 
Mstep: Class 2 contains 102287 members 
Entering Unmasked Estep 
Score: -25976756.000000 Penalty: 6091.713867
	Iteration 3Q: 3 clusters Score -2.597676e+07 nChanged 5739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116826 members 
Mstep: Class 2 contains 98882 members 
Entering Unmasked Estep 
Score: -25977888.000000 Penalty: 6091.713867
	Iteration 4Q: 3 clusters Score -2.597789e+07 nChanged 7101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122139 members 
Mstep: Class 2 contains 93569 members 
Entering Unmasked Estep 
Score: -25980048.000000 Penalty: 6091.713867
	Iteration 5Q: 3 clusters Score -2.598005e+07 nChanged 9481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130250 members 
Mstep: Class 2 contains 85458 members 
Entering Unmasked Estep 
Score: -25984338.000000 Penalty: 6091.713867
	Iteration 6Q: 3 clusters Score -2.598434e+07 nChanged 12904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142042 members 
Mstep: Class 2 contains 73666 members 
Entering Unmasked Estep 
Score: -25991570.000000 Penalty: 6091.713867
	Iteration 7F: 3 clusters Score -2.599157e+07 nChanged 16855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157853 members 
Mstep: Class 2 contains 57855 members 
Entering Unmasked Estep 
Score: -26003522.000000 Penalty: 6091.713867
	Iteration 8F: 3 clusters Score -2.600352e+07 nChanged 19059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176304 members 
Mstep: Class 2 contains 39404 members 
Entering Unmasked Estep 
Score: -26016778.000000 Penalty: 6091.713867
	Iteration 9F: 3 clusters Score -2.601678e+07 nChanged 16501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192513 members 
Mstep: Class 2 contains 23195 members 
Entering Unmasked Estep 
Score: -26027802.000000 Penalty: 6091.713867
	Iteration 10F: 3 clusters Score -2.60278e+07 nChanged 10713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203122 members 
Mstep: Class 2 contains 12586 members 
Entering Unmasked Estep 
Score: -26035614.000000 Penalty: 6091.713867
	Iteration 11Q: 3 clusters Score -2.603561e+07 nChanged 5500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208586 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -26040086.000000 Penalty: 6091.713867
	Iteration 12Q: 3 clusters Score -2.604009e+07 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210790 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -26042742.000000 Penalty: 6091.713867
	Iteration 13Q: 3 clusters Score -2.604274e+07 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211378 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -26044064.000000 Penalty: 6091.713867
	Iteration 14Q: 3 clusters Score -2.604406e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211468 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -26044728.000000 Penalty: 6091.713867
	Iteration 15Q: 3 clusters Score -2.604473e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211476 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -26044962.000000 Penalty: 6091.713867
	Iteration 16Q: 3 clusters Score -2.604496e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211502 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -26045180.000000 Penalty: 6091.713867
	Iteration 17Q: 3 clusters Score -2.604518e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211514 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -26045260.000000 Penalty: 6091.713867
	Iteration 18Q: 3 clusters Score -2.604526e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211536 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -26045290.000000 Penalty: 6091.713867
	Iteration 19Q: 3 clusters Score -2.604529e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211564 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -26045338.000000 Penalty: 6091.713867
	Iteration 20F: 3 clusters Score -2.604534e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211575 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -26045370.000000 Penalty: 6091.713867
	Iteration 21Q: 3 clusters Score -2.604537e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211597 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -26045370.000000 Penalty: 6091.713867
	Iteration 22Q: 3 clusters Score -2.604537e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211602 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -26045382.000000 Penalty: 6091.713867
	Iteration 23Q: 3 clusters Score -2.604538e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211617 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -26045438.000000 Penalty: 6091.713867
	Iteration 24Q: 3 clusters Score -2.604544e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211628 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -26045468.000000 Penalty: 6091.713867
	Iteration 25Q: 3 clusters Score -2.604547e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211634 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -26045470.000000 Penalty: 6091.713867
	Iteration 26Q: 3 clusters Score -2.604547e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211631 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -26045460.000000 Penalty: 6091.713867
	Iteration 27Q: 3 clusters Score -2.604546e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211625 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -26045466.000000 Penalty: 6091.713867
	Iteration 28Q: 3 clusters Score -2.604547e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211629 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -26045510.000000 Penalty: 6091.713867
	Iteration 29Q: 3 clusters Score -2.604551e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211641 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -26045520.000000 Penalty: 6091.713867
	Iteration 30Q: 3 clusters Score -2.604552e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211639 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -26045510.000000 Penalty: 6091.713867
	Iteration 31Q: 3 clusters Score -2.604551e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211635 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -26045510.000000 Penalty: 6091.713867
	Iteration 32Q: 3 clusters Score -2.604551e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211631 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -26045516.000000 Penalty: 6091.713867
	Iteration 33Q: 3 clusters Score -2.604552e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211638 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -26045518.000000 Penalty: 6091.713867
	Iteration 34Q: 3 clusters Score -2.604552e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211640 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -26045516.000000 Penalty: 6091.713867
	Iteration 35Q: 3 clusters Score -2.604552e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211639 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -26045502.000000 Penalty: 6091.713867
	Iteration 36Q: 3 clusters Score -2.60455e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211646 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -26045508.000000 Penalty: 6091.713867
	Iteration 37Q: 3 clusters Score -2.604551e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211650 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -26045498.000000 Penalty: 6091.713867
	Iteration 38Q: 3 clusters Score -2.60455e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211658 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -26045498.000000 Penalty: 6091.713867
	Iteration 39Q: 3 clusters Score -2.60455e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211664 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -26045514.000000 Penalty: 6091.713867
	Iteration 40F: 3 clusters Score -2.604551e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211666 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -26045496.000000 Penalty: 6091.713867
	Iteration 41Q: 3 clusters Score -2.60455e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211670 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -26045508.000000 Penalty: 6091.713867
	Iteration 42Q: 3 clusters Score -2.604551e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211675 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -26045510.000000 Penalty: 6091.713867
	Iteration 43Q: 3 clusters Score -2.604551e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211676 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -26045494.000000 Penalty: 6091.713867
	Iteration 44Q: 3 clusters Score -2.604549e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211677 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -26045496.000000 Penalty: 6091.713867
	Iteration 45Q: 3 clusters Score -2.60455e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211678 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -26045496.000000 Penalty: 6091.713867
	Iteration 46Q: 3 clusters Score -2.60455e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211678 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -26045494.000000 Penalty: 6091.713867
	Iteration 47Q: 3 clusters Score -2.604549e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211679 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -26045498.000000 Penalty: 6091.713867
	Iteration 48Q: 3 clusters Score -2.60455e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211679 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -26045506.000000 Penalty: 6091.713867
	Iteration 49Q: 3 clusters Score -2.604551e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211680 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -26045506.000000 Penalty: 6091.713867
	Iteration 50Q: 3 clusters Score -2.604551e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211681 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -26045498.000000 Penalty: 6091.713867
	Iteration 51Q: 3 clusters Score -2.60455e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211684 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -26045486.000000 Penalty: 6091.713867
	Iteration 52Q: 3 clusters Score -2.604549e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211684 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -26045486.000000 Penalty: 6091.713867
	Iteration 53F: 3 clusters Score -2.604549e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Entering Unmasked Estep 
Score: -138927.781250 Penalty: 1773.179321
	Iteration 0F: 2 clusters Score -138927.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -136872.812500 Penalty: 3546.358643
	Iteration 0F: 3 clusters Score -136872.8 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -137574.562500 Penalty: 3546.358643
	Iteration 1F: 3 clusters Score -137574.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -138012.765625 Penalty: 3546.358643
	Iteration 2F: 3 clusters Score -138012.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -138262.687500 Penalty: 3546.358643
	Iteration 3F: 3 clusters Score -138262.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -138376.640625 Penalty: 3546.358643
	Iteration 4F: 3 clusters Score -138376.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -138434.828125 Penalty: 3546.358643
	Iteration 5Q: 3 clusters Score -138434.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -138475.750000 Penalty: 3546.358643
	Iteration 6Q: 3 clusters Score -138475.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -138533.500000 Penalty: 3546.358643
	Iteration 7Q: 3 clusters Score -138533.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -138588.375000 Penalty: 3546.358643
	Iteration 8Q: 3 clusters Score -138588.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -138624.187500 Penalty: 3546.358643
	Iteration 9Q: 3 clusters Score -138624.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -138649.953125 Penalty: 3546.358643
	Iteration 10Q: 3 clusters Score -138650 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -138668.125000 Penalty: 3546.358643
	Iteration 11Q: 3 clusters Score -138668.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -138688.109375 Penalty: 3546.358643
	Iteration 12Q: 3 clusters Score -138688.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -138724.484375 Penalty: 3546.358643
	Iteration 13Q: 3 clusters Score -138724.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -138761.171875 Penalty: 3546.358643
	Iteration 14Q: 3 clusters Score -138761.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -138782.750000 Penalty: 3546.358643
	Iteration 15Q: 3 clusters Score -138782.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -138807.921875 Penalty: 3546.358643
	Iteration 16Q: 3 clusters Score -138807.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -138831.390625 Penalty: 3546.358643
	Iteration 17Q: 3 clusters Score -138831.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -138852.515625 Penalty: 3546.358643
	Iteration 18Q: 3 clusters Score -138852.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -138867.500000 Penalty: 3546.358643
	Iteration 19Q: 3 clusters Score -138867.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -138877.109375 Penalty: 3546.358643
	Iteration 20F: 3 clusters Score -138877.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -138903.062500 Penalty: 3546.358643
	Iteration 21Q: 3 clusters Score -138903.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -138909.578125 Penalty: 3546.358643
	Iteration 22Q: 3 clusters Score -138909.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -138912.687500 Penalty: 3546.358643
	Iteration 23Q: 3 clusters Score -138912.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -138913.546875 Penalty: 3546.358643
	Iteration 24Q: 3 clusters Score -138913.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -138913.546875 Penalty: 3546.358643
	Iteration 25F: 3 clusters Score -138913.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Entering Unmasked Estep 
Score: -445251.218750 Penalty: 2050.199951
	Iteration 0F: 2 clusters Score -445251.2 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 1952 members 
Entering Unmasked Estep 
Score: -441377.187500 Penalty: 4100.399902
	Iteration 0F: 3 clusters Score -441377.2 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -442247.812500 Penalty: 4100.399902
	Iteration 1F: 3 clusters Score -442247.8 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -442452.156250 Penalty: 4100.399902
	Iteration 2F: 3 clusters Score -442452.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -442581.687500 Penalty: 4100.399902
	Iteration 3F: 3 clusters Score -442581.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -442689.625000 Penalty: 4100.399902
	Iteration 4Q: 3 clusters Score -442689.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -442777.375000 Penalty: 4100.399902
	Iteration 5Q: 3 clusters Score -442777.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -442858.031250 Penalty: 4100.399902
	Iteration 6Q: 3 clusters Score -442858 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -442927.781250 Penalty: 4100.399902
	Iteration 7Q: 3 clusters Score -442927.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -443005.406250 Penalty: 4100.399902
	Iteration 8Q: 3 clusters Score -443005.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -443091.593750 Penalty: 4100.399902
	Iteration 9Q: 3 clusters Score -443091.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -443182.875000 Penalty: 4100.399902
	Iteration 10Q: 3 clusters Score -443182.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -443280.687500 Penalty: 4100.399902
	Iteration 11Q: 3 clusters Score -443280.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -443377.812500 Penalty: 4100.399902
	Iteration 12Q: 3 clusters Score -443377.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -443449.937500 Penalty: 4100.399902
	Iteration 13Q: 3 clusters Score -443449.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -443513.562500 Penalty: 4100.399902
	Iteration 14Q: 3 clusters Score -443513.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -443571.468750 Penalty: 4100.399902
	Iteration 15Q: 3 clusters Score -443571.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -443614.406250 Penalty: 4100.399902
	Iteration 16Q: 3 clusters Score -443614.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -443647.437500 Penalty: 4100.399902
	Iteration 17Q: 3 clusters Score -443647.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -443682.031250 Penalty: 4100.399902
	Iteration 18Q: 3 clusters Score -443682 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -443705.343750 Penalty: 4100.399902
	Iteration 19Q: 3 clusters Score -443705.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -443724.937500 Penalty: 4100.399902
	Iteration 20F: 3 clusters Score -443724.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -443740.000000 Penalty: 4100.399902
	Iteration 21Q: 3 clusters Score -443740 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -443756.375000 Penalty: 4100.399902
	Iteration 22Q: 3 clusters Score -443756.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -443771.031250 Penalty: 4100.399902
	Iteration 23Q: 3 clusters Score -443771 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -443786.562500 Penalty: 4100.399902
	Iteration 24Q: 3 clusters Score -443786.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -443797.125000 Penalty: 4100.399902
	Iteration 25Q: 3 clusters Score -443797.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -443808.312500 Penalty: 4100.399902
	Iteration 26Q: 3 clusters Score -443808.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -443814.000000 Penalty: 4100.399902
	Iteration 27Q: 3 clusters Score -443814 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -443815.875000 Penalty: 4100.399902
	Iteration 28Q: 3 clusters Score -443815.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -443818.781250 Penalty: 4100.399902
	Iteration 29Q: 3 clusters Score -443818.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -443821.093750 Penalty: 4100.399902
	Iteration 30Q: 3 clusters Score -443821.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -443824.500000 Penalty: 4100.399902
	Iteration 31Q: 3 clusters Score -443824.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -443825.437500 Penalty: 4100.399902
	Iteration 32Q: 3 clusters Score -443825.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -443825.781250 Penalty: 4100.399902
	Iteration 33Q: 3 clusters Score -443825.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -443825.781250 Penalty: 4100.399902
	Iteration 34F: 3 clusters Score -443825.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Entering Unmasked Estep 
Score: -123030.609375 Penalty: 1752.272095
	Iteration 0F: 2 clusters Score -123030.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -121210.859375 Penalty: 3504.544189
	Iteration 0F: 3 clusters Score -121210.9 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -122043.546875 Penalty: 3504.544189
	Iteration 1F: 3 clusters Score -122043.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -122370.148438 Penalty: 3504.544189
	Iteration 2F: 3 clusters Score -122370.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -122561.132812 Penalty: 3504.544189
	Iteration 3F: 3 clusters Score -122561.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -122670.312500 Penalty: 3504.544189
	Iteration 4Q: 3 clusters Score -122670.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -122745.976562 Penalty: 3504.544189
	Iteration 5Q: 3 clusters Score -122746 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -122786.070312 Penalty: 3504.544189
	Iteration 6Q: 3 clusters Score -122786.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -122814.031250 Penalty: 3504.544189
	Iteration 7Q: 3 clusters Score -122814 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -122858.164062 Penalty: 3504.544189
	Iteration 8Q: 3 clusters Score -122858.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -122900.945312 Penalty: 3504.544189
	Iteration 9Q: 3 clusters Score -122900.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -122915.070312 Penalty: 3504.544189
	Iteration 10Q: 3 clusters Score -122915.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -122918.015625 Penalty: 3504.544189
	Iteration 11Q: 3 clusters Score -122918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -122921.257812 Penalty: 3504.544189
	Iteration 12Q: 3 clusters Score -122921.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -122921.257812 Penalty: 3504.544189
	Iteration 13F: 3 clusters Score -122921.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (10710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Entering Unmasked Estep 
Score: -1229008.250000 Penalty: 2301.175537
	Iteration 0F: 2 clusters Score -1229008 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -1220855.875000 Penalty: 4602.351074
	Iteration 0F: 3 clusters Score -1220856 nChanged 4509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -1223155.625000 Penalty: 4602.351074
	Iteration 1F: 3 clusters Score -1223156 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -1223478.250000 Penalty: 4602.351074
	Iteration 2F: 3 clusters Score -1223478 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1223759.500000 Penalty: 4602.351074
	Iteration 3F: 3 clusters Score -1223760 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -1224022.875000 Penalty: 4602.351074
	Iteration 4Q: 3 clusters Score -1224023 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -1224255.875000 Penalty: 4602.351074
	Iteration 5Q: 3 clusters Score -1224256 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -1224454.750000 Penalty: 4602.351074
	Iteration 6Q: 3 clusters Score -1224455 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -1224681.250000 Penalty: 4602.351074
	Iteration 7Q: 3 clusters Score -1224681 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -1224928.750000 Penalty: 4602.351074
	Iteration 8Q: 3 clusters Score -1224929 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -1225239.500000 Penalty: 4602.351074
	Iteration 9Q: 3 clusters Score -1225240 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -1225602.375000 Penalty: 4602.351074
	Iteration 10Q: 3 clusters Score -1225602 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -1226008.625000 Penalty: 4602.351074
	Iteration 11Q: 3 clusters Score -1226009 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1226453.875000 Penalty: 4602.351074
	Iteration 12Q: 3 clusters Score -1226454 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1226831.625000 Penalty: 4602.351074
	Iteration 13Q: 3 clusters Score -1226832 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1227099.125000 Penalty: 4602.351074
	Iteration 14Q: 3 clusters Score -1227099 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1227283.875000 Penalty: 4602.351074
	Iteration 15Q: 3 clusters Score -1227284 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1227398.875000 Penalty: 4602.351074
	Iteration 16Q: 3 clusters Score -1227399 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1227462.250000 Penalty: 4602.351074
	Iteration 17Q: 3 clusters Score -1227462 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1227500.875000 Penalty: 4602.351074
	Iteration 18Q: 3 clusters Score -1227501 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1227532.375000 Penalty: 4602.351074
	Iteration 19Q: 3 clusters Score -1227532 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1227554.375000 Penalty: 4602.351074
	Iteration 20F: 3 clusters Score -1227554 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1227569.125000 Penalty: 4602.351074
	Iteration 21Q: 3 clusters Score -1227569 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1227577.500000 Penalty: 4602.351074
	Iteration 22Q: 3 clusters Score -1227578 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1227582.375000 Penalty: 4602.351074
	Iteration 23Q: 3 clusters Score -1227582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1227585.625000 Penalty: 4602.351074
	Iteration 24Q: 3 clusters Score -1227586 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1227587.125000 Penalty: 4602.351074
	Iteration 25Q: 3 clusters Score -1227587 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1227592.750000 Penalty: 4602.351074
	Iteration 26Q: 3 clusters Score -1227593 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1227594.000000 Penalty: 4602.351074
	Iteration 27Q: 3 clusters Score -1227594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1227596.750000 Penalty: 4602.351074
	Iteration 28Q: 3 clusters Score -1227597 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1227598.375000 Penalty: 4602.351074
	Iteration 29Q: 3 clusters Score -1227598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1227599.125000 Penalty: 4602.351074
	Iteration 30Q: 3 clusters Score -1227599 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1227602.875000 Penalty: 4602.351074
	Iteration 31Q: 3 clusters Score -1227603 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1227604.625000 Penalty: 4602.351074
	Iteration 32Q: 3 clusters Score -1227605 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1227604.125000 Penalty: 4602.351074
	Iteration 33Q: 3 clusters Score -1227604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1227606.125000 Penalty: 4602.351074
	Iteration 34Q: 3 clusters Score -1227606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1227605.750000 Penalty: 4602.351074
	Iteration 35Q: 3 clusters Score -1227606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1227606.875000 Penalty: 4602.351074
	Iteration 36Q: 3 clusters Score -1227607 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1227606.875000 Penalty: 4602.351074
	Iteration 37F: 3 clusters Score -1227607 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (29368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29368 members 
Entering Unmasked Estep 
Score: -3476853.750000 Penalty: 2551.339844
	Iteration 0F: 2 clusters Score -3476854 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14652 members 
Mstep: Class 2 contains 14716 members 
Entering Unmasked Estep 
Score: -3456739.250000 Penalty: 5102.679688
	Iteration 0F: 3 clusters Score -3456739 nChanged 13182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14404 members 
Mstep: Class 2 contains 14964 members 
Entering Unmasked Estep 
Score: -3463861.250000 Penalty: 5102.679688
	Iteration 1F: 3 clusters Score -3463861 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14189 members 
Mstep: Class 2 contains 15179 members 
Entering Unmasked Estep 
Score: -3464297.750000 Penalty: 5102.679688
	Iteration 2Q: 3 clusters Score -3464298 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13918 members 
Mstep: Class 2 contains 15450 members 
Entering Unmasked Estep 
Score: -3464685.750000 Penalty: 5102.679688
	Iteration 3Q: 3 clusters Score -3464686 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13521 members 
Mstep: Class 2 contains 15847 members 
Entering Unmasked Estep 
Score: -3465083.750000 Penalty: 5102.679688
	Iteration 4Q: 3 clusters Score -3465084 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 16403 members 
Entering Unmasked Estep 
Score: -3465519.500000 Penalty: 5102.679688
	Iteration 5Q: 3 clusters Score -3465520 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 17131 members 
Entering Unmasked Estep 
Score: -3466061.250000 Penalty: 5102.679688
	Iteration 6Q: 3 clusters Score -3466061 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 18015 members 
Entering Unmasked Estep 
Score: -3466708.750000 Penalty: 5102.679688
	Iteration 7Q: 3 clusters Score -3466709 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 19145 members 
Entering Unmasked Estep 
Score: -3467518.250000 Penalty: 5102.679688
	Iteration 8F: 3 clusters Score -3467518 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 20414 members 
Entering Unmasked Estep 
Score: -3468427.500000 Penalty: 5102.679688
	Iteration 9F: 3 clusters Score -3468428 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 21838 members 
Entering Unmasked Estep 
Score: -3469559.750000 Penalty: 5102.679688
	Iteration 10F: 3 clusters Score -3469560 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 23355 members 
Entering Unmasked Estep 
Score: -3470815.000000 Penalty: 5102.679688
	Iteration 11F: 3 clusters Score -3470815 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 24668 members 
Entering Unmasked Estep 
Score: -3471906.500000 Penalty: 5102.679688
	Iteration 12Q: 3 clusters Score -3471906 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 25751 members 
Entering Unmasked Estep 
Score: -3472847.750000 Penalty: 5102.679688
	Iteration 13Q: 3 clusters Score -3472848 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 26516 members 
Entering Unmasked Estep 
Score: -3473528.750000 Penalty: 5102.679688
	Iteration 14Q: 3 clusters Score -3473529 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 27014 members 
Entering Unmasked Estep 
Score: -3473932.500000 Penalty: 5102.679688
	Iteration 15Q: 3 clusters Score -3473932 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 27334 members 
Entering Unmasked Estep 
Score: -3474192.250000 Penalty: 5102.679688
	Iteration 16Q: 3 clusters Score -3474192 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 27566 members 
Entering Unmasked Estep 
Score: -3474354.750000 Penalty: 5102.679688
	Iteration 17Q: 3 clusters Score -3474355 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 27760 members 
Entering Unmasked Estep 
Score: -3474506.500000 Penalty: 5102.679688
	Iteration 18Q: 3 clusters Score -3474506 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 27909 members 
Entering Unmasked Estep 
Score: -3474638.250000 Penalty: 5102.679688
	Iteration 19Q: 3 clusters Score -3474638 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 28011 members 
Entering Unmasked Estep 
Score: -3474758.000000 Penalty: 5102.679688
	Iteration 20F: 3 clusters Score -3474758 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 28095 members 
Entering Unmasked Estep 
Score: -3474880.250000 Penalty: 5102.679688
	Iteration 21Q: 3 clusters Score -3474880 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 28141 members 
Entering Unmasked Estep 
Score: -3474985.250000 Penalty: 5102.679688
	Iteration 22Q: 3 clusters Score -3474985 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 28158 members 
Entering Unmasked Estep 
Score: -3475058.000000 Penalty: 5102.679688
	Iteration 23Q: 3 clusters Score -3475058 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 28171 members 
Entering Unmasked Estep 
Score: -3475122.250000 Penalty: 5102.679688
	Iteration 24Q: 3 clusters Score -3475122 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 28157 members 
Entering Unmasked Estep 
Score: -3475177.500000 Penalty: 5102.679688
	Iteration 25Q: 3 clusters Score -3475178 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 28144 members 
Entering Unmasked Estep 
Score: -3475210.000000 Penalty: 5102.679688
	Iteration 26Q: 3 clusters Score -3475210 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 28124 members 
Entering Unmasked Estep 
Score: -3475225.500000 Penalty: 5102.679688
	Iteration 27Q: 3 clusters Score -3475226 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 28105 members 
Entering Unmasked Estep 
Score: -3475251.000000 Penalty: 5102.679688
	Iteration 28Q: 3 clusters Score -3475251 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 28076 members 
Entering Unmasked Estep 
Score: -3475265.750000 Penalty: 5102.679688
	Iteration 29Q: 3 clusters Score -3475266 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 28053 members 
Entering Unmasked Estep 
Score: -3475282.500000 Penalty: 5102.679688
	Iteration 30Q: 3 clusters Score -3475282 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 28024 members 
Entering Unmasked Estep 
Score: -3475299.500000 Penalty: 5102.679688
	Iteration 31Q: 3 clusters Score -3475300 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 28012 members 
Entering Unmasked Estep 
Score: -3475305.750000 Penalty: 5102.679688
	Iteration 32Q: 3 clusters Score -3475306 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 28004 members 
Entering Unmasked Estep 
Score: -3475315.250000 Penalty: 5102.679688
	Iteration 33Q: 3 clusters Score -3475315 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 27997 members 
Entering Unmasked Estep 
Score: -3475313.000000 Penalty: 5102.679688
	Iteration 34Q: 3 clusters Score -3475313 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 27986 members 
Entering Unmasked Estep 
Score: -3475316.000000 Penalty: 5102.679688
	Iteration 35Q: 3 clusters Score -3475316 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 27982 members 
Entering Unmasked Estep 
Score: -3475317.500000 Penalty: 5102.679688
	Iteration 36Q: 3 clusters Score -3475318 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 27977 members 
Entering Unmasked Estep 
Score: -3475320.750000 Penalty: 5102.679688
	Iteration 37Q: 3 clusters Score -3475321 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 27973 members 
Entering Unmasked Estep 
Score: -3475320.750000 Penalty: 5102.679688
	Iteration 38Q: 3 clusters Score -3475321 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 27965 members 
Entering Unmasked Estep 
Score: -3475328.250000 Penalty: 5102.679688
	Iteration 39Q: 3 clusters Score -3475328 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 27954 members 
Entering Unmasked Estep 
Score: -3475332.250000 Penalty: 5102.679688
	Iteration 40F: 3 clusters Score -3475332 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 27943 members 
Entering Unmasked Estep 
Score: -3475337.750000 Penalty: 5102.679688
	Iteration 41Q: 3 clusters Score -3475338 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 27936 members 
Entering Unmasked Estep 
Score: -3475334.500000 Penalty: 5102.679688
	Iteration 42Q: 3 clusters Score -3475334 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 27927 members 
Entering Unmasked Estep 
Score: -3475340.250000 Penalty: 5102.679688
	Iteration 43Q: 3 clusters Score -3475340 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 27916 members 
Entering Unmasked Estep 
Score: -3475339.250000 Penalty: 5102.679688
	Iteration 44Q: 3 clusters Score -3475339 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 27900 members 
Entering Unmasked Estep 
Score: -3475344.750000 Penalty: 5102.679688
	Iteration 45Q: 3 clusters Score -3475345 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 27889 members 
Entering Unmasked Estep 
Score: -3475345.500000 Penalty: 5102.679688
	Iteration 46Q: 3 clusters Score -3475346 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 27885 members 
Entering Unmasked Estep 
Score: -3475342.250000 Penalty: 5102.679688
	Iteration 47Q: 3 clusters Score -3475342 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 27884 members 
Entering Unmasked Estep 
Score: -3475342.000000 Penalty: 5102.679688
	Iteration 48Q: 3 clusters Score -3475342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 27882 members 
Entering Unmasked Estep 
Score: -3475343.500000 Penalty: 5102.679688
	Iteration 49Q: 3 clusters Score -3475344 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 27880 members 
Entering Unmasked Estep 
Score: -3475346.250000 Penalty: 5102.679688
	Iteration 50Q: 3 clusters Score -3475346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 27879 members 
Entering Unmasked Estep 
Score: -3475345.500000 Penalty: 5102.679688
	Iteration 51Q: 3 clusters Score -3475346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 27877 members 
Entering Unmasked Estep 
Score: -3475346.000000 Penalty: 5102.679688
	Iteration 52Q: 3 clusters Score -3475346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 27873 members 
Entering Unmasked Estep 
Score: -3475345.750000 Penalty: 5102.679688
	Iteration 53Q: 3 clusters Score -3475346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 27871 members 
Entering Unmasked Estep 
Score: -3475350.250000 Penalty: 5102.679688
	Iteration 54Q: 3 clusters Score -3475350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 27871 members 
Entering Unmasked Estep 
Score: -3475351.750000 Penalty: 5102.679688
	Iteration 55Q: 3 clusters Score -3475352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 27869 members 
Entering Unmasked Estep 
Score: -3475351.750000 Penalty: 5102.679688
	Iteration 56Q: 3 clusters Score -3475352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 27867 members 
Entering Unmasked Estep 
Score: -3475350.750000 Penalty: 5102.679688
	Iteration 57Q: 3 clusters Score -3475351 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 27863 members 
Entering Unmasked Estep 
Score: -3475353.250000 Penalty: 5102.679688
	Iteration 58Q: 3 clusters Score -3475353 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 27861 members 
Entering Unmasked Estep 
Score: -3475356.750000 Penalty: 5102.679688
	Iteration 59Q: 3 clusters Score -3475357 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 27860 members 
Entering Unmasked Estep 
Score: -3475352.250000 Penalty: 5102.679688
	Iteration 60F: 3 clusters Score -3475352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 27860 members 
Entering Unmasked Estep 
Score: -3475351.500000 Penalty: 5102.679688
	Iteration 61Q: 3 clusters Score -3475352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 27860 members 
Entering Unmasked Estep 
Score: -3475355.500000 Penalty: 5102.679688
	Iteration 62Q: 3 clusters Score -3475356 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 27860 members 
Entering Unmasked Estep 
Score: -3475355.500000 Penalty: 5102.679688
	Iteration 63F: 3 clusters Score -3475356 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (200421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200421 members 
Entering Unmasked Estep 
Score: -23607566.000000 Penalty: 3027.627441
	Iteration 0F: 2 clusters Score -2.360757e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100202 members 
Mstep: Class 2 contains 100219 members 
Entering Unmasked Estep 
Score: -23475688.000000 Penalty: 6055.254883
	Iteration 0F: 3 clusters Score -2.347569e+07 nChanged 96659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98359 members 
Mstep: Class 2 contains 102062 members 
Entering Unmasked Estep 
Score: -23532092.000000 Penalty: 6055.254883
	Iteration 1F: 3 clusters Score -2.353209e+07 nChanged 5765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96754 members 
Mstep: Class 2 contains 103667 members 
Entering Unmasked Estep 
Score: -23533528.000000 Penalty: 6055.254883
	Iteration 2Q: 3 clusters Score -2.353353e+07 nChanged 6370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94128 members 
Mstep: Class 2 contains 106293 members 
Entering Unmasked Estep 
Score: -23534890.000000 Penalty: 6055.254883
	Iteration 3Q: 3 clusters Score -2.353489e+07 nChanged 7375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90199 members 
Mstep: Class 2 contains 110222 members 
Entering Unmasked Estep 
Score: -23537102.000000 Penalty: 6055.254883
	Iteration 4Q: 3 clusters Score -2.35371e+07 nChanged 8858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84521 members 
Mstep: Class 2 contains 115900 members 
Entering Unmasked Estep 
Score: -23540518.000000 Penalty: 6055.254883
	Iteration 5Q: 3 clusters Score -2.354052e+07 nChanged 10600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76761 members 
Mstep: Class 2 contains 123660 members 
Entering Unmasked Estep 
Score: -23545326.000000 Penalty: 6055.254883
	Iteration 6F: 3 clusters Score -2.354533e+07 nChanged 11918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67097 members 
Mstep: Class 2 contains 133324 members 
Entering Unmasked Estep 
Score: -23551916.000000 Penalty: 6055.254883
	Iteration 7F: 3 clusters Score -2.355192e+07 nChanged 12906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55641 members 
Mstep: Class 2 contains 144780 members 
Entering Unmasked Estep 
Score: -23560122.000000 Penalty: 6055.254883
	Iteration 8F: 3 clusters Score -2.356012e+07 nChanged 13269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42886 members 
Mstep: Class 2 contains 157535 members 
Entering Unmasked Estep 
Score: -23569182.000000 Penalty: 6055.254883
	Iteration 9F: 3 clusters Score -2.356918e+07 nChanged 13194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29792 members 
Mstep: Class 2 contains 170629 members 
Entering Unmasked Estep 
Score: -23579466.000000 Penalty: 6055.254883
	Iteration 10F: 3 clusters Score -2.357947e+07 nChanged 11949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17853 members 
Mstep: Class 2 contains 182568 members 
Entering Unmasked Estep 
Score: -23589384.000000 Penalty: 6055.254883
	Iteration 11F: 3 clusters Score -2.358938e+07 nChanged 9112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 191680 members 
Entering Unmasked Estep 
Score: -23597584.000000 Penalty: 6055.254883
	Iteration 12Q: 3 clusters Score -2.359758e+07 nChanged 5314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 196994 members 
Entering Unmasked Estep 
Score: -23602084.000000 Penalty: 6055.254883
	Iteration 13Q: 3 clusters Score -2.360208e+07 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 199195 members 
Entering Unmasked Estep 
Score: -23603976.000000 Penalty: 6055.254883
	Iteration 14Q: 3 clusters Score -2.360398e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 199882 members 
Entering Unmasked Estep 
Score: -23604486.000000 Penalty: 6055.254883
	Iteration 15Q: 3 clusters Score -2.360449e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 200074 members 
Entering Unmasked Estep 
Score: -23604734.000000 Penalty: 6055.254883
	Iteration 16Q: 3 clusters Score -2.360473e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 200137 members 
Entering Unmasked Estep 
Score: -23604774.000000 Penalty: 6055.254883
	Iteration 17Q: 3 clusters Score -2.360477e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 200163 members 
Entering Unmasked Estep 
Score: -23604836.000000 Penalty: 6055.254883
	Iteration 18Q: 3 clusters Score -2.360484e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 200177 members 
Entering Unmasked Estep 
Score: -23604874.000000 Penalty: 6055.254883
	Iteration 19Q: 3 clusters Score -2.360487e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 200176 members 
Entering Unmasked Estep 
Score: -23604888.000000 Penalty: 6055.254883
	Iteration 20F: 3 clusters Score -2.360489e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 200176 members 
Entering Unmasked Estep 
Score: -23604882.000000 Penalty: 6055.254883
	Iteration 21Q: 3 clusters Score -2.360488e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 200182 members 
Entering Unmasked Estep 
Score: -23604884.000000 Penalty: 6055.254883
	Iteration 22Q: 3 clusters Score -2.360488e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 200187 members 
Entering Unmasked Estep 
Score: -23604906.000000 Penalty: 6055.254883
	Iteration 23Q: 3 clusters Score -2.360491e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 200190 members 
Entering Unmasked Estep 
Score: -23604924.000000 Penalty: 6055.254883
	Iteration 24Q: 3 clusters Score -2.360492e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 200188 members 
Entering Unmasked Estep 
Score: -23604926.000000 Penalty: 6055.254883
	Iteration 25Q: 3 clusters Score -2.360493e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 200188 members 
Entering Unmasked Estep 
Score: -23604926.000000 Penalty: 6055.254883
	Iteration 26F: 3 clusters Score -2.360493e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (9271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Entering Unmasked Estep 
Score: -1065787.250000 Penalty: 2265.392334
	Iteration 0F: 2 clusters Score -1065787 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -1058610.875000 Penalty: 4530.784668
	Iteration 0F: 3 clusters Score -1058611 nChanged 3833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -1060701.875000 Penalty: 4530.784668
	Iteration 1F: 3 clusters Score -1060702 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -1061051.375000 Penalty: 4530.784668
	Iteration 2F: 3 clusters Score -1061051 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -1061330.000000 Penalty: 4530.784668
	Iteration 3F: 3 clusters Score -1061330 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -1061540.500000 Penalty: 4530.784668
	Iteration 4Q: 3 clusters Score -1061540 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -1061708.000000 Penalty: 4530.784668
	Iteration 5Q: 3 clusters Score -1061708 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -1061871.250000 Penalty: 4530.784668
	Iteration 6Q: 3 clusters Score -1061871 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -1062045.000000 Penalty: 4530.784668
	Iteration 7Q: 3 clusters Score -1062045 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -1062231.750000 Penalty: 4530.784668
	Iteration 8Q: 3 clusters Score -1062232 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -1062437.625000 Penalty: 4530.784668
	Iteration 9Q: 3 clusters Score -1062438 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -1062660.375000 Penalty: 4530.784668
	Iteration 10Q: 3 clusters Score -1062660 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -1062875.375000 Penalty: 4530.784668
	Iteration 11Q: 3 clusters Score -1062875 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -1063056.000000 Penalty: 4530.784668
	Iteration 12Q: 3 clusters Score -1063056 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -1063197.125000 Penalty: 4530.784668
	Iteration 13Q: 3 clusters Score -1063197 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -1063298.375000 Penalty: 4530.784668
	Iteration 14Q: 3 clusters Score -1063298 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -1063377.125000 Penalty: 4530.784668
	Iteration 15Q: 3 clusters Score -1063377 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -1063436.875000 Penalty: 4530.784668
	Iteration 16Q: 3 clusters Score -1063437 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -1063487.750000 Penalty: 4530.784668
	Iteration 17Q: 3 clusters Score -1063488 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -1063527.125000 Penalty: 4530.784668
	Iteration 18Q: 3 clusters Score -1063527 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -1063562.250000 Penalty: 4530.784668
	Iteration 19Q: 3 clusters Score -1063562 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -1063600.125000 Penalty: 4530.784668
	Iteration 20F: 3 clusters Score -1063600 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -1063634.750000 Penalty: 4530.784668
	Iteration 21Q: 3 clusters Score -1063635 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -1063668.000000 Penalty: 4530.784668
	Iteration 22Q: 3 clusters Score -1063668 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -1063700.250000 Penalty: 4530.784668
	Iteration 23Q: 3 clusters Score -1063700 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -1063739.375000 Penalty: 4530.784668
	Iteration 24Q: 3 clusters Score -1063739 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -1063774.500000 Penalty: 4530.784668
	Iteration 25Q: 3 clusters Score -1063774 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -1063808.250000 Penalty: 4530.784668
	Iteration 26Q: 3 clusters Score -1063808 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -1063846.875000 Penalty: 4530.784668
	Iteration 27Q: 3 clusters Score -1063847 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -1063884.875000 Penalty: 4530.784668
	Iteration 28Q: 3 clusters Score -1063885 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -1063918.750000 Penalty: 4530.784668
	Iteration 29Q: 3 clusters Score -1063919 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -1063965.125000 Penalty: 4530.784668
	Iteration 30Q: 3 clusters Score -1063965 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -1064014.125000 Penalty: 4530.784668
	Iteration 31Q: 3 clusters Score -1064014 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -1064057.750000 Penalty: 4530.784668
	Iteration 32Q: 3 clusters Score -1064058 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -1064101.625000 Penalty: 4530.784668
	Iteration 33Q: 3 clusters Score -1064102 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -1064125.375000 Penalty: 4530.784668
	Iteration 34Q: 3 clusters Score -1064125 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -1064148.625000 Penalty: 4530.784668
	Iteration 35Q: 3 clusters Score -1064149 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -1064173.375000 Penalty: 4530.784668
	Iteration 36Q: 3 clusters Score -1064173 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -1064203.500000 Penalty: 4530.784668
	Iteration 37Q: 3 clusters Score -1064204 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -1064225.125000 Penalty: 4530.784668
	Iteration 38Q: 3 clusters Score -1064225 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1064257.125000 Penalty: 4530.784668
	Iteration 39Q: 3 clusters Score -1064257 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -1064285.250000 Penalty: 4530.784668
	Iteration 40F: 3 clusters Score -1064285 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -1064317.125000 Penalty: 4530.784668
	Iteration 41Q: 3 clusters Score -1064317 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -1064343.375000 Penalty: 4530.784668
	Iteration 42Q: 3 clusters Score -1064343 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1064364.125000 Penalty: 4530.784668
	Iteration 43Q: 3 clusters Score -1064364 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1064392.250000 Penalty: 4530.784668
	Iteration 44Q: 3 clusters Score -1064392 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1064418.875000 Penalty: 4530.784668
	Iteration 45Q: 3 clusters Score -1064419 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1064433.375000 Penalty: 4530.784668
	Iteration 46Q: 3 clusters Score -1064433 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1064452.750000 Penalty: 4530.784668
	Iteration 47Q: 3 clusters Score -1064453 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1064463.250000 Penalty: 4530.784668
	Iteration 48Q: 3 clusters Score -1064463 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1064475.125000 Penalty: 4530.784668
	Iteration 49Q: 3 clusters Score -1064475 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1064489.875000 Penalty: 4530.784668
	Iteration 50Q: 3 clusters Score -1064490 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1064499.750000 Penalty: 4530.784668
	Iteration 51Q: 3 clusters Score -1064500 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1064516.125000 Penalty: 4530.784668
	Iteration 52Q: 3 clusters Score -1064516 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1064520.500000 Penalty: 4530.784668
	Iteration 53Q: 3 clusters Score -1064520 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1064524.750000 Penalty: 4530.784668
	Iteration 54Q: 3 clusters Score -1064525 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1064529.750000 Penalty: 4530.784668
	Iteration 55Q: 3 clusters Score -1064530 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1064532.000000 Penalty: 4530.784668
	Iteration 56Q: 3 clusters Score -1064532 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1064539.125000 Penalty: 4530.784668
	Iteration 57Q: 3 clusters Score -1064539 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1064542.000000 Penalty: 4530.784668
	Iteration 58Q: 3 clusters Score -1064542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1064542.000000 Penalty: 4530.784668
	Iteration 59Q: 3 clusters Score -1064542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1064540.750000 Penalty: 4530.784668
	Iteration 60F: 3 clusters Score -1064541 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1064540.375000 Penalty: 4530.784668
	Iteration 61Q: 3 clusters Score -1064540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1064542.750000 Penalty: 4530.784668
	Iteration 62Q: 3 clusters Score -1064543 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1064541.875000 Penalty: 4530.784668
	Iteration 63Q: 3 clusters Score -1064542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1064542.750000 Penalty: 4530.784668
	Iteration 64Q: 3 clusters Score -1064543 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1064543.125000 Penalty: 4530.784668
	Iteration 65Q: 3 clusters Score -1064543 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1064544.750000 Penalty: 4530.784668
	Iteration 66Q: 3 clusters Score -1064545 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1064546.500000 Penalty: 4530.784668
	Iteration 67Q: 3 clusters Score -1064546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1064545.000000 Penalty: 4530.784668
	Iteration 68Q: 3 clusters Score -1064545 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1064545.000000 Penalty: 4530.784668
	Iteration 69F: 3 clusters Score -1064545 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (16105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16105 members 
Entering Unmasked Estep 
Score: -1867197.500000 Penalty: 2402.347412
	Iteration 0F: 2 clusters Score -1867198 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -1855504.000000 Penalty: 4804.694824
	Iteration 0F: 3 clusters Score -1855504 nChanged 6978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -1859172.375000 Penalty: 4804.694824
	Iteration 1F: 3 clusters Score -1859172 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -1859632.500000 Penalty: 4804.694824
	Iteration 2F: 3 clusters Score -1859632 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -1860102.250000 Penalty: 4804.694824
	Iteration 3F: 3 clusters Score -1860102 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -1860688.625000 Penalty: 4804.694824
	Iteration 4F: 3 clusters Score -1860689 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -1861433.125000 Penalty: 4804.694824
	Iteration 5F: 3 clusters Score -1861433 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -1862258.875000 Penalty: 4804.694824
	Iteration 6F: 3 clusters Score -1862259 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -1863086.250000 Penalty: 4804.694824
	Iteration 7F: 3 clusters Score -1863086 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 12789 members 
Entering Unmasked Estep 
Score: -1863759.250000 Penalty: 4804.694824
	Iteration 8F: 3 clusters Score -1863759 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 13355 members 
Entering Unmasked Estep 
Score: -1864272.000000 Penalty: 4804.694824
	Iteration 9Q: 3 clusters Score -1864272 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 13783 members 
Entering Unmasked Estep 
Score: -1864707.750000 Penalty: 4804.694824
	Iteration 10Q: 3 clusters Score -1864708 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 14079 members 
Entering Unmasked Estep 
Score: -1865031.000000 Penalty: 4804.694824
	Iteration 11Q: 3 clusters Score -1865031 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 14273 members 
Entering Unmasked Estep 
Score: -1865224.000000 Penalty: 4804.694824
	Iteration 12Q: 3 clusters Score -1865224 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 14399 members 
Entering Unmasked Estep 
Score: -1865339.875000 Penalty: 4804.694824
	Iteration 13Q: 3 clusters Score -1865340 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 14497 members 
Entering Unmasked Estep 
Score: -1865407.750000 Penalty: 4804.694824
	Iteration 14Q: 3 clusters Score -1865408 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 14565 members 
Entering Unmasked Estep 
Score: -1865458.625000 Penalty: 4804.694824
	Iteration 15Q: 3 clusters Score -1865459 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 14611 members 
Entering Unmasked Estep 
Score: -1865492.125000 Penalty: 4804.694824
	Iteration 16Q: 3 clusters Score -1865492 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 14650 members 
Entering Unmasked Estep 
Score: -1865513.625000 Penalty: 4804.694824
	Iteration 17Q: 3 clusters Score -1865514 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 14681 members 
Entering Unmasked Estep 
Score: -1865540.625000 Penalty: 4804.694824
	Iteration 18Q: 3 clusters Score -1865541 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 14705 members 
Entering Unmasked Estep 
Score: -1865550.625000 Penalty: 4804.694824
	Iteration 19Q: 3 clusters Score -1865551 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 14725 members 
Entering Unmasked Estep 
Score: -1865555.125000 Penalty: 4804.694824
	Iteration 20F: 3 clusters Score -1865555 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 14739 members 
Entering Unmasked Estep 
Score: -1865557.625000 Penalty: 4804.694824
	Iteration 21Q: 3 clusters Score -1865558 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 14755 members 
Entering Unmasked Estep 
Score: -1865567.125000 Penalty: 4804.694824
	Iteration 22Q: 3 clusters Score -1865567 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 14770 members 
Entering Unmasked Estep 
Score: -1865577.375000 Penalty: 4804.694824
	Iteration 23Q: 3 clusters Score -1865577 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 14775 members 
Entering Unmasked Estep 
Score: -1865576.000000 Penalty: 4804.694824
	Iteration 24Q: 3 clusters Score -1865576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 14776 members 
Entering Unmasked Estep 
Score: -1865575.750000 Penalty: 4804.694824
	Iteration 25Q: 3 clusters Score -1865576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 14774 members 
Entering Unmasked Estep 
Score: -1865576.750000 Penalty: 4804.694824
	Iteration 26Q: 3 clusters Score -1865577 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 14774 members 
Entering Unmasked Estep 
Score: -1865579.000000 Penalty: 4804.694824
	Iteration 27Q: 3 clusters Score -1865579 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 14775 members 
Entering Unmasked Estep 
Score: -1865579.125000 Penalty: 4804.694824
	Iteration 28Q: 3 clusters Score -1865579 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 14775 members 
Entering Unmasked Estep 
Score: -1865578.625000 Penalty: 4804.694824
	Iteration 29Q: 3 clusters Score -1865579 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 14776 members 
Entering Unmasked Estep 
Score: -1865577.125000 Penalty: 4804.694824
	Iteration 30Q: 3 clusters Score -1865577 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 14777 members 
Entering Unmasked Estep 
Score: -1865579.375000 Penalty: 4804.694824
	Iteration 31Q: 3 clusters Score -1865579 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 14777 members 
Entering Unmasked Estep 
Score: -1865579.375000 Penalty: 4804.694824
	Iteration 32F: 3 clusters Score -1865579 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (8049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Entering Unmasked Estep 
Score: -840893.312500 Penalty: 2230.339111
	Iteration 0F: 2 clusters Score -840893.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -834438.062500 Penalty: 4460.678223
	Iteration 0F: 3 clusters Score -834438.1 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -836253.875000 Penalty: 4460.678223
	Iteration 1F: 3 clusters Score -836253.9 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -836543.812500 Penalty: 4460.678223
	Iteration 2F: 3 clusters Score -836543.8 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -836738.500000 Penalty: 4460.678223
	Iteration 3F: 3 clusters Score -836738.5 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -836887.625000 Penalty: 4460.678223
	Iteration 4Q: 3 clusters Score -836887.6 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -837004.875000 Penalty: 4460.678223
	Iteration 5Q: 3 clusters Score -837004.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -837125.187500 Penalty: 4460.678223
	Iteration 6Q: 3 clusters Score -837125.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -837242.875000 Penalty: 4460.678223
	Iteration 7Q: 3 clusters Score -837242.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -837356.875000 Penalty: 4460.678223
	Iteration 8Q: 3 clusters Score -837356.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -837472.625000 Penalty: 4460.678223
	Iteration 9Q: 3 clusters Score -837472.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -837566.812500 Penalty: 4460.678223
	Iteration 10Q: 3 clusters Score -837566.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -837659.937500 Penalty: 4460.678223
	Iteration 11Q: 3 clusters Score -837659.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -837753.125000 Penalty: 4460.678223
	Iteration 12Q: 3 clusters Score -837753.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -837831.937500 Penalty: 4460.678223
	Iteration 13Q: 3 clusters Score -837831.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -837901.250000 Penalty: 4460.678223
	Iteration 14Q: 3 clusters Score -837901.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -837966.625000 Penalty: 4460.678223
	Iteration 15Q: 3 clusters Score -837966.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -838025.500000 Penalty: 4460.678223
	Iteration 16Q: 3 clusters Score -838025.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -838079.750000 Penalty: 4460.678223
	Iteration 17Q: 3 clusters Score -838079.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -838127.937500 Penalty: 4460.678223
	Iteration 18Q: 3 clusters Score -838127.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -838171.250000 Penalty: 4460.678223
	Iteration 19Q: 3 clusters Score -838171.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -838214.625000 Penalty: 4460.678223
	Iteration 20F: 3 clusters Score -838214.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -838268.187500 Penalty: 4460.678223
	Iteration 21Q: 3 clusters Score -838268.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -838331.625000 Penalty: 4460.678223
	Iteration 22Q: 3 clusters Score -838331.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -838385.437500 Penalty: 4460.678223
	Iteration 23Q: 3 clusters Score -838385.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -838442.125000 Penalty: 4460.678223
	Iteration 24Q: 3 clusters Score -838442.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -838504.062500 Penalty: 4460.678223
	Iteration 25Q: 3 clusters Score -838504.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -838546.187500 Penalty: 4460.678223
	Iteration 26Q: 3 clusters Score -838546.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -838581.437500 Penalty: 4460.678223
	Iteration 27Q: 3 clusters Score -838581.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -838618.750000 Penalty: 4460.678223
	Iteration 28Q: 3 clusters Score -838618.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -838651.687500 Penalty: 4460.678223
	Iteration 29Q: 3 clusters Score -838651.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -838687.250000 Penalty: 4460.678223
	Iteration 30Q: 3 clusters Score -838687.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -838726.687500 Penalty: 4460.678223
	Iteration 31Q: 3 clusters Score -838726.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -838755.125000 Penalty: 4460.678223
	Iteration 32Q: 3 clusters Score -838755.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -838787.500000 Penalty: 4460.678223
	Iteration 33Q: 3 clusters Score -838787.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -838821.937500 Penalty: 4460.678223
	Iteration 34Q: 3 clusters Score -838821.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -838850.687500 Penalty: 4460.678223
	Iteration 35Q: 3 clusters Score -838850.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -838873.000000 Penalty: 4460.678223
	Iteration 36Q: 3 clusters Score -838873 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -838892.812500 Penalty: 4460.678223
	Iteration 37Q: 3 clusters Score -838892.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -838915.375000 Penalty: 4460.678223
	Iteration 38Q: 3 clusters Score -838915.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -838936.625000 Penalty: 4460.678223
	Iteration 39Q: 3 clusters Score -838936.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -838950.687500 Penalty: 4460.678223
	Iteration 40F: 3 clusters Score -838950.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -838974.125000 Penalty: 4460.678223
	Iteration 41Q: 3 clusters Score -838974.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -838994.812500 Penalty: 4460.678223
	Iteration 42Q: 3 clusters Score -838994.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -839012.687500 Penalty: 4460.678223
	Iteration 43Q: 3 clusters Score -839012.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -839022.562500 Penalty: 4460.678223
	Iteration 44Q: 3 clusters Score -839022.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -839032.812500 Penalty: 4460.678223
	Iteration 45Q: 3 clusters Score -839032.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -839039.937500 Penalty: 4460.678223
	Iteration 46Q: 3 clusters Score -839039.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -839049.437500 Penalty: 4460.678223
	Iteration 47Q: 3 clusters Score -839049.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -839060.250000 Penalty: 4460.678223
	Iteration 48Q: 3 clusters Score -839060.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -839068.125000 Penalty: 4460.678223
	Iteration 49Q: 3 clusters Score -839068.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -839072.937500 Penalty: 4460.678223
	Iteration 50Q: 3 clusters Score -839072.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -839080.250000 Penalty: 4460.678223
	Iteration 51Q: 3 clusters Score -839080.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -839085.062500 Penalty: 4460.678223
	Iteration 52Q: 3 clusters Score -839085.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -839090.687500 Penalty: 4460.678223
	Iteration 53Q: 3 clusters Score -839090.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -839099.875000 Penalty: 4460.678223
	Iteration 54Q: 3 clusters Score -839099.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -839109.437500 Penalty: 4460.678223
	Iteration 55Q: 3 clusters Score -839109.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -839117.250000 Penalty: 4460.678223
	Iteration 56Q: 3 clusters Score -839117.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -839124.375000 Penalty: 4460.678223
	Iteration 57Q: 3 clusters Score -839124.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -839132.375000 Penalty: 4460.678223
	Iteration 58Q: 3 clusters Score -839132.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -839137.312500 Penalty: 4460.678223
	Iteration 59Q: 3 clusters Score -839137.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -839142.750000 Penalty: 4460.678223
	Iteration 60F: 3 clusters Score -839142.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -839145.000000 Penalty: 4460.678223
	Iteration 61Q: 3 clusters Score -839145 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -839152.000000 Penalty: 4460.678223
	Iteration 62Q: 3 clusters Score -839152 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -839156.187500 Penalty: 4460.678223
	Iteration 63Q: 3 clusters Score -839156.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -839160.375000 Penalty: 4460.678223
	Iteration 64Q: 3 clusters Score -839160.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -839160.750000 Penalty: 4460.678223
	Iteration 65Q: 3 clusters Score -839160.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -839163.562500 Penalty: 4460.678223
	Iteration 66Q: 3 clusters Score -839163.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -839165.000000 Penalty: 4460.678223
	Iteration 67Q: 3 clusters Score -839165 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -839166.750000 Penalty: 4460.678223
	Iteration 68Q: 3 clusters Score -839166.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -839168.062500 Penalty: 4460.678223
	Iteration 69Q: 3 clusters Score -839168.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -839169.687500 Penalty: 4460.678223
	Iteration 70Q: 3 clusters Score -839169.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -839171.312500 Penalty: 4460.678223
	Iteration 71Q: 3 clusters Score -839171.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -839171.437500 Penalty: 4460.678223
	Iteration 72Q: 3 clusters Score -839171.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -839172.062500 Penalty: 4460.678223
	Iteration 73Q: 3 clusters Score -839172.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -839173.937500 Penalty: 4460.678223
	Iteration 74Q: 3 clusters Score -839173.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -839177.687500 Penalty: 4460.678223
	Iteration 75Q: 3 clusters Score -839177.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -839179.625000 Penalty: 4460.678223
	Iteration 76Q: 3 clusters Score -839179.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -839182.437500 Penalty: 4460.678223
	Iteration 77Q: 3 clusters Score -839182.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -839184.000000 Penalty: 4460.678223
	Iteration 78Q: 3 clusters Score -839184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -839184.812500 Penalty: 4460.678223
	Iteration 79Q: 3 clusters Score -839184.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -839185.375000 Penalty: 4460.678223
	Iteration 80F: 3 clusters Score -839185.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -839186.687500 Penalty: 4460.678223
	Iteration 81Q: 3 clusters Score -839186.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -839191.250000 Penalty: 4460.678223
	Iteration 82Q: 3 clusters Score -839191.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -839193.125000 Penalty: 4460.678223
	Iteration 83Q: 3 clusters Score -839193.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -839195.500000 Penalty: 4460.678223
	Iteration 84Q: 3 clusters Score -839195.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -839195.312500 Penalty: 4460.678223
	Iteration 85Q: 3 clusters Score -839195.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -839195.312500 Penalty: 4460.678223
	Iteration 86F: 3 clusters Score -839195.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Entering Unmasked Estep 
Score: -120885.250000 Penalty: 1742.113037
	Iteration 0F: 2 clusters Score -120885.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -118856.570312 Penalty: 3484.226074
	Iteration 0F: 3 clusters Score -118856.6 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -119246.093750 Penalty: 3484.226074
	Iteration 1F: 3 clusters Score -119246.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -119469.835938 Penalty: 3484.226074
	Iteration 2F: 3 clusters Score -119469.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -119656.507812 Penalty: 3484.226074
	Iteration 3F: 3 clusters Score -119656.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -119733.664062 Penalty: 3484.226074
	Iteration 4Q: 3 clusters Score -119733.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -119804.828125 Penalty: 3484.226074
	Iteration 5Q: 3 clusters Score -119804.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -119858.132812 Penalty: 3484.226074
	Iteration 6Q: 3 clusters Score -119858.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -119912.203125 Penalty: 3484.226074
	Iteration 7Q: 3 clusters Score -119912.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -119940.500000 Penalty: 3484.226074
	Iteration 8Q: 3 clusters Score -119940.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -119954.585938 Penalty: 3484.226074
	Iteration 9Q: 3 clusters Score -119954.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -119959.132812 Penalty: 3484.226074
	Iteration 10Q: 3 clusters Score -119959.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -119965.296875 Penalty: 3484.226074
	Iteration 11Q: 3 clusters Score -119965.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -119965.601562 Penalty: 3484.226074
	Iteration 12Q: 3 clusters Score -119965.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -119966.734375 Penalty: 3484.226074
	Iteration 13Q: 3 clusters Score -119966.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -119968.234375 Penalty: 3484.226074
	Iteration 14Q: 3 clusters Score -119968.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -119968.968750 Penalty: 3484.226074
	Iteration 15Q: 3 clusters Score -119969 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -119973.718750 Penalty: 3484.226074
	Iteration 16Q: 3 clusters Score -119973.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -119976.703125 Penalty: 3484.226074
	Iteration 17Q: 3 clusters Score -119976.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -119981.757812 Penalty: 3484.226074
	Iteration 18Q: 3 clusters Score -119981.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -119995.406250 Penalty: 3484.226074
	Iteration 19Q: 3 clusters Score -119995.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -120003.562500 Penalty: 3484.226074
	Iteration 20F: 3 clusters Score -120003.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -120013.187500 Penalty: 3484.226074
	Iteration 21Q: 3 clusters Score -120013.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -120017.179688 Penalty: 3484.226074
	Iteration 22Q: 3 clusters Score -120017.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -120020.898438 Penalty: 3484.226074
	Iteration 23Q: 3 clusters Score -120020.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -120025.062500 Penalty: 3484.226074
	Iteration 24Q: 3 clusters Score -120025.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -120030.320312 Penalty: 3484.226074
	Iteration 25Q: 3 clusters Score -120030.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -120040.726562 Penalty: 3484.226074
	Iteration 26Q: 3 clusters Score -120040.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -120047.148438 Penalty: 3484.226074
	Iteration 27Q: 3 clusters Score -120047.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -120047.593750 Penalty: 3484.226074
	Iteration 28Q: 3 clusters Score -120047.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -120047.593750 Penalty: 3484.226074
	Iteration 29F: 3 clusters Score -120047.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (6866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Entering Unmasked Estep 
Score: -755505.687500 Penalty: 2190.915527
	Iteration 0F: 2 clusters Score -755505.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -749792.937500 Penalty: 4381.831055
	Iteration 0F: 3 clusters Score -749792.9 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -751384.750000 Penalty: 4381.831055
	Iteration 1F: 3 clusters Score -751384.8 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -751751.750000 Penalty: 4381.831055
	Iteration 2F: 3 clusters Score -751751.8 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -752072.937500 Penalty: 4381.831055
	Iteration 3F: 3 clusters Score -752072.9 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -752341.000000 Penalty: 4381.831055
	Iteration 4F: 3 clusters Score -752341 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -752544.687500 Penalty: 4381.831055
	Iteration 5Q: 3 clusters Score -752544.7 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -752725.062500 Penalty: 4381.831055
	Iteration 6Q: 3 clusters Score -752725.1 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -752891.625000 Penalty: 4381.831055
	Iteration 7Q: 3 clusters Score -752891.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -753029.812500 Penalty: 4381.831055
	Iteration 8Q: 3 clusters Score -753029.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -753145.437500 Penalty: 4381.831055
	Iteration 9Q: 3 clusters Score -753145.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -753251.937500 Penalty: 4381.831055
	Iteration 10Q: 3 clusters Score -753251.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -753354.500000 Penalty: 4381.831055
	Iteration 11Q: 3 clusters Score -753354.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -753416.687500 Penalty: 4381.831055
	Iteration 12Q: 3 clusters Score -753416.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -753466.625000 Penalty: 4381.831055
	Iteration 13Q: 3 clusters Score -753466.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -753506.937500 Penalty: 4381.831055
	Iteration 14Q: 3 clusters Score -753506.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -753538.125000 Penalty: 4381.831055
	Iteration 15Q: 3 clusters Score -753538.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -753567.750000 Penalty: 4381.831055
	Iteration 16Q: 3 clusters Score -753567.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -753603.375000 Penalty: 4381.831055
	Iteration 17Q: 3 clusters Score -753603.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -753635.750000 Penalty: 4381.831055
	Iteration 18Q: 3 clusters Score -753635.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -753675.500000 Penalty: 4381.831055
	Iteration 19Q: 3 clusters Score -753675.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -753704.812500 Penalty: 4381.831055
	Iteration 20F: 3 clusters Score -753704.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -753727.250000 Penalty: 4381.831055
	Iteration 21Q: 3 clusters Score -753727.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -753752.125000 Penalty: 4381.831055
	Iteration 22Q: 3 clusters Score -753752.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -753763.937500 Penalty: 4381.831055
	Iteration 23Q: 3 clusters Score -753763.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -753772.875000 Penalty: 4381.831055
	Iteration 24Q: 3 clusters Score -753772.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -753778.750000 Penalty: 4381.831055
	Iteration 25Q: 3 clusters Score -753778.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -753783.500000 Penalty: 4381.831055
	Iteration 26Q: 3 clusters Score -753783.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -753787.312500 Penalty: 4381.831055
	Iteration 27Q: 3 clusters Score -753787.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -753793.250000 Penalty: 4381.831055
	Iteration 28Q: 3 clusters Score -753793.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -753803.500000 Penalty: 4381.831055
	Iteration 29Q: 3 clusters Score -753803.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -753810.937500 Penalty: 4381.831055
	Iteration 30Q: 3 clusters Score -753810.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -753816.000000 Penalty: 4381.831055
	Iteration 31Q: 3 clusters Score -753816 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -753820.000000 Penalty: 4381.831055
	Iteration 32Q: 3 clusters Score -753820 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -753827.750000 Penalty: 4381.831055
	Iteration 33Q: 3 clusters Score -753827.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -753836.062500 Penalty: 4381.831055
	Iteration 34Q: 3 clusters Score -753836.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -753847.250000 Penalty: 4381.831055
	Iteration 35Q: 3 clusters Score -753847.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -753852.500000 Penalty: 4381.831055
	Iteration 36Q: 3 clusters Score -753852.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -753861.687500 Penalty: 4381.831055
	Iteration 37Q: 3 clusters Score -753861.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -753868.500000 Penalty: 4381.831055
	Iteration 38Q: 3 clusters Score -753868.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -753873.125000 Penalty: 4381.831055
	Iteration 39Q: 3 clusters Score -753873.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -753879.375000 Penalty: 4381.831055
	Iteration 40F: 3 clusters Score -753879.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -753881.125000 Penalty: 4381.831055
	Iteration 41Q: 3 clusters Score -753881.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -753882.312500 Penalty: 4381.831055
	Iteration 42Q: 3 clusters Score -753882.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -753886.625000 Penalty: 4381.831055
	Iteration 43Q: 3 clusters Score -753886.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -753888.937500 Penalty: 4381.831055
	Iteration 44Q: 3 clusters Score -753888.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -753888.875000 Penalty: 4381.831055
	Iteration 45Q: 3 clusters Score -753888.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -753891.062500 Penalty: 4381.831055
	Iteration 46Q: 3 clusters Score -753891.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -753891.062500 Penalty: 4381.831055
	Iteration 47Q: 3 clusters Score -753891.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -753895.750000 Penalty: 4381.831055
	Iteration 48Q: 3 clusters Score -753895.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -753899.062500 Penalty: 4381.831055
	Iteration 49Q: 3 clusters Score -753899.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -753902.875000 Penalty: 4381.831055
	Iteration 50Q: 3 clusters Score -753902.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -753905.625000 Penalty: 4381.831055
	Iteration 51Q: 3 clusters Score -753905.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -753909.062500 Penalty: 4381.831055
	Iteration 52Q: 3 clusters Score -753909.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -753921.812500 Penalty: 4381.831055
	Iteration 53Q: 3 clusters Score -753921.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -753927.187500 Penalty: 4381.831055
	Iteration 54Q: 3 clusters Score -753927.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -753930.187500 Penalty: 4381.831055
	Iteration 55Q: 3 clusters Score -753930.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -753936.500000 Penalty: 4381.831055
	Iteration 56Q: 3 clusters Score -753936.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -753940.937500 Penalty: 4381.831055
	Iteration 57Q: 3 clusters Score -753940.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -753942.812500 Penalty: 4381.831055
	Iteration 58Q: 3 clusters Score -753942.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -753943.937500 Penalty: 4381.831055
	Iteration 59Q: 3 clusters Score -753943.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -753943.937500 Penalty: 4381.831055
	Iteration 60F: 3 clusters Score -753943.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (9153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Entering Unmasked Estep 
Score: -1033114.062500 Penalty: 2262.215576
	Iteration 0F: 2 clusters Score -1033114 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -1025952.937500 Penalty: 4524.431152
	Iteration 0F: 3 clusters Score -1025953 nChanged 3809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -1028055.000000 Penalty: 4524.431152
	Iteration 1F: 3 clusters Score -1028055 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1028436.625000 Penalty: 4524.431152
	Iteration 2F: 3 clusters Score -1028437 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -1028780.250000 Penalty: 4524.431152
	Iteration 3F: 3 clusters Score -1028780 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -1029074.812500 Penalty: 4524.431152
	Iteration 4F: 3 clusters Score -1029075 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -1029333.187500 Penalty: 4524.431152
	Iteration 5Q: 3 clusters Score -1029333 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -1029580.125000 Penalty: 4524.431152
	Iteration 6Q: 3 clusters Score -1029580 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -1029811.875000 Penalty: 4524.431152
	Iteration 7Q: 3 clusters Score -1029812 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -1030034.562500 Penalty: 4524.431152
	Iteration 8Q: 3 clusters Score -1030035 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -1030239.000000 Penalty: 4524.431152
	Iteration 9Q: 3 clusters Score -1030239 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -1030428.250000 Penalty: 4524.431152
	Iteration 10Q: 3 clusters Score -1030428 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -1030620.875000 Penalty: 4524.431152
	Iteration 11Q: 3 clusters Score -1030621 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -1030818.250000 Penalty: 4524.431152
	Iteration 12Q: 3 clusters Score -1030818 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -1030967.625000 Penalty: 4524.431152
	Iteration 13Q: 3 clusters Score -1030968 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -1031094.250000 Penalty: 4524.431152
	Iteration 14Q: 3 clusters Score -1031094 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -1031175.437500 Penalty: 4524.431152
	Iteration 15Q: 3 clusters Score -1031175 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -1031221.062500 Penalty: 4524.431152
	Iteration 16Q: 3 clusters Score -1031221 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -1031253.375000 Penalty: 4524.431152
	Iteration 17Q: 3 clusters Score -1031253 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -1031275.125000 Penalty: 4524.431152
	Iteration 18Q: 3 clusters Score -1031275 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -1031290.375000 Penalty: 4524.431152
	Iteration 19Q: 3 clusters Score -1031290 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -1031300.437500 Penalty: 4524.431152
	Iteration 20F: 3 clusters Score -1031300 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -1031304.562500 Penalty: 4524.431152
	Iteration 21Q: 3 clusters Score -1031305 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -1031307.937500 Penalty: 4524.431152
	Iteration 22Q: 3 clusters Score -1031308 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -1031313.187500 Penalty: 4524.431152
	Iteration 23Q: 3 clusters Score -1031313 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -1031318.437500 Penalty: 4524.431152
	Iteration 24Q: 3 clusters Score -1031318 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -1031321.687500 Penalty: 4524.431152
	Iteration 25Q: 3 clusters Score -1031322 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -1031324.750000 Penalty: 4524.431152
	Iteration 26Q: 3 clusters Score -1031325 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -1031331.375000 Penalty: 4524.431152
	Iteration 27Q: 3 clusters Score -1031331 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -1031332.625000 Penalty: 4524.431152
	Iteration 28Q: 3 clusters Score -1031333 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -1031336.000000 Penalty: 4524.431152
	Iteration 29Q: 3 clusters Score -1031336 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -1031337.937500 Penalty: 4524.431152
	Iteration 30Q: 3 clusters Score -1031338 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -1031343.625000 Penalty: 4524.431152
	Iteration 31Q: 3 clusters Score -1031344 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -1031347.312500 Penalty: 4524.431152
	Iteration 32Q: 3 clusters Score -1031347 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -1031347.750000 Penalty: 4524.431152
	Iteration 33Q: 3 clusters Score -1031348 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -1031355.500000 Penalty: 4524.431152
	Iteration 34Q: 3 clusters Score -1031356 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -1031357.250000 Penalty: 4524.431152
	Iteration 35Q: 3 clusters Score -1031357 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -1031357.500000 Penalty: 4524.431152
	Iteration 36Q: 3 clusters Score -1031358 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -1031359.062500 Penalty: 4524.431152
	Iteration 37Q: 3 clusters Score -1031359 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -1031361.500000 Penalty: 4524.431152
	Iteration 38Q: 3 clusters Score -1031362 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -1031361.312500 Penalty: 4524.431152
	Iteration 39Q: 3 clusters Score -1031361 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -1031366.187500 Penalty: 4524.431152
	Iteration 40F: 3 clusters Score -1031366 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -1031369.562500 Penalty: 4524.431152
	Iteration 41Q: 3 clusters Score -1031370 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -1031372.750000 Penalty: 4524.431152
	Iteration 42Q: 3 clusters Score -1031373 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -1031374.062500 Penalty: 4524.431152
	Iteration 43Q: 3 clusters Score -1031374 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -1031376.937500 Penalty: 4524.431152
	Iteration 44Q: 3 clusters Score -1031377 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -1031382.062500 Penalty: 4524.431152
	Iteration 45Q: 3 clusters Score -1031382 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -1031388.750000 Penalty: 4524.431152
	Iteration 46Q: 3 clusters Score -1031389 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -1031401.687500 Penalty: 4524.431152
	Iteration 47Q: 3 clusters Score -1031402 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -1031419.937500 Penalty: 4524.431152
	Iteration 48Q: 3 clusters Score -1031420 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -1031434.437500 Penalty: 4524.431152
	Iteration 49Q: 3 clusters Score -1031434 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -1031445.375000 Penalty: 4524.431152
	Iteration 50Q: 3 clusters Score -1031445 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -1031461.000000 Penalty: 4524.431152
	Iteration 51Q: 3 clusters Score -1031461 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -1031482.125000 Penalty: 4524.431152
	Iteration 52Q: 3 clusters Score -1031482 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -1031503.562500 Penalty: 4524.431152
	Iteration 53Q: 3 clusters Score -1031504 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -1031524.687500 Penalty: 4524.431152
	Iteration 54Q: 3 clusters Score -1031525 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -1031556.250000 Penalty: 4524.431152
	Iteration 55Q: 3 clusters Score -1031556 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -1031579.125000 Penalty: 4524.431152
	Iteration 56Q: 3 clusters Score -1031579 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -1031609.312500 Penalty: 4524.431152
	Iteration 57Q: 3 clusters Score -1031609 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -1031634.125000 Penalty: 4524.431152
	Iteration 58Q: 3 clusters Score -1031634 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -1031652.250000 Penalty: 4524.431152
	Iteration 59Q: 3 clusters Score -1031652 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -1031666.312500 Penalty: 4524.431152
	Iteration 60F: 3 clusters Score -1031666 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -1031675.062500 Penalty: 4524.431152
	Iteration 61Q: 3 clusters Score -1031675 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -1031684.125000 Penalty: 4524.431152
	Iteration 62Q: 3 clusters Score -1031684 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -1031691.187500 Penalty: 4524.431152
	Iteration 63Q: 3 clusters Score -1031691 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -1031699.125000 Penalty: 4524.431152
	Iteration 64Q: 3 clusters Score -1031699 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -1031708.375000 Penalty: 4524.431152
	Iteration 65Q: 3 clusters Score -1031708 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -1031718.062500 Penalty: 4524.431152
	Iteration 66Q: 3 clusters Score -1031718 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -1031732.375000 Penalty: 4524.431152
	Iteration 67Q: 3 clusters Score -1031732 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -1031753.500000 Penalty: 4524.431152
	Iteration 68Q: 3 clusters Score -1031754 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -1031772.687500 Penalty: 4524.431152
	Iteration 69Q: 3 clusters Score -1031773 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -1031801.250000 Penalty: 4524.431152
	Iteration 70Q: 3 clusters Score -1031801 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -1031827.125000 Penalty: 4524.431152
	Iteration 71Q: 3 clusters Score -1031827 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -1031844.187500 Penalty: 4524.431152
	Iteration 72Q: 3 clusters Score -1031844 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -1031859.625000 Penalty: 4524.431152
	Iteration 73Q: 3 clusters Score -1031860 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -1031872.125000 Penalty: 4524.431152
	Iteration 74Q: 3 clusters Score -1031872 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -1031880.437500 Penalty: 4524.431152
	Iteration 75Q: 3 clusters Score -1031880 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -1031885.875000 Penalty: 4524.431152
	Iteration 76Q: 3 clusters Score -1031886 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -1031892.562500 Penalty: 4524.431152
	Iteration 77Q: 3 clusters Score -1031893 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -1031896.062500 Penalty: 4524.431152
	Iteration 78Q: 3 clusters Score -1031896 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -1031900.687500 Penalty: 4524.431152
	Iteration 79Q: 3 clusters Score -1031901 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -1031904.937500 Penalty: 4524.431152
	Iteration 80F: 3 clusters Score -1031905 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -1031904.687500 Penalty: 4524.431152
	Iteration 81Q: 3 clusters Score -1031905 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -1031906.312500 Penalty: 4524.431152
	Iteration 82Q: 3 clusters Score -1031906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -1031907.750000 Penalty: 4524.431152
	Iteration 83Q: 3 clusters Score -1031908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -1031907.312500 Penalty: 4524.431152
	Iteration 84Q: 3 clusters Score -1031907 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -1031907.312500 Penalty: 4524.431152
	Iteration 85F: 3 clusters Score -1031907 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Entering Unmasked Estep 
Score: -400438.500000 Penalty: 2054.494629
	Iteration 0F: 2 clusters Score -400438.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -396658.250000 Penalty: 4108.989258
	Iteration 0F: 3 clusters Score -396658.2 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -397721.718750 Penalty: 4108.989258
	Iteration 1F: 3 clusters Score -397721.7 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -398312.437500 Penalty: 4108.989258
	Iteration 2F: 3 clusters Score -398312.4 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -398926.593750 Penalty: 4108.989258
	Iteration 3F: 3 clusters Score -398926.6 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -399378.875000 Penalty: 4108.989258
	Iteration 4F: 3 clusters Score -399378.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -399651.687500 Penalty: 4108.989258
	Iteration 5F: 3 clusters Score -399651.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -399824.593750 Penalty: 4108.989258
	Iteration 6Q: 3 clusters Score -399824.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -399957.625000 Penalty: 4108.989258
	Iteration 7Q: 3 clusters Score -399957.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -400052.187500 Penalty: 4108.989258
	Iteration 8Q: 3 clusters Score -400052.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -400131.250000 Penalty: 4108.989258
	Iteration 9Q: 3 clusters Score -400131.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -400193.125000 Penalty: 4108.989258
	Iteration 10Q: 3 clusters Score -400193.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -400232.937500 Penalty: 4108.989258
	Iteration 11Q: 3 clusters Score -400232.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -400260.312500 Penalty: 4108.989258
	Iteration 12Q: 3 clusters Score -400260.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -400271.218750 Penalty: 4108.989258
	Iteration 13Q: 3 clusters Score -400271.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -400284.093750 Penalty: 4108.989258
	Iteration 14Q: 3 clusters Score -400284.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -400294.375000 Penalty: 4108.989258
	Iteration 15Q: 3 clusters Score -400294.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -400297.968750 Penalty: 4108.989258
	Iteration 16Q: 3 clusters Score -400298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -400299.218750 Penalty: 4108.989258
	Iteration 17Q: 3 clusters Score -400299.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -400300.468750 Penalty: 4108.989258
	Iteration 18Q: 3 clusters Score -400300.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -400301.875000 Penalty: 4108.989258
	Iteration 19Q: 3 clusters Score -400301.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -400303.656250 Penalty: 4108.989258
	Iteration 20F: 3 clusters Score -400303.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -400303.875000 Penalty: 4108.989258
	Iteration 21Q: 3 clusters Score -400303.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -400304.000000 Penalty: 4108.989258
	Iteration 22Q: 3 clusters Score -400304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -400304.562500 Penalty: 4108.989258
	Iteration 23Q: 3 clusters Score -400304.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -400305.281250 Penalty: 4108.989258
	Iteration 24Q: 3 clusters Score -400305.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -400305.281250 Penalty: 4108.989258
	Iteration 25F: 3 clusters Score -400305.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Entering Unmasked Estep 
Score: -40936.480469 Penalty: 1478.329346
	Iteration 0F: 2 clusters Score -40936.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -39519.281250 Penalty: 2956.658691
	Iteration 0F: 3 clusters Score -39519.28 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -39618.812500 Penalty: 2956.658691
	Iteration 1F: 3 clusters Score -39618.81 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -39683.171875 Penalty: 2956.658691
	Iteration 2F: 3 clusters Score -39683.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -39698.324219 Penalty: 2956.658691
	Iteration 3Q: 3 clusters Score -39698.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -39701.761719 Penalty: 2956.658691
	Iteration 4Q: 3 clusters Score -39701.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -39704.964844 Penalty: 2956.658691
	Iteration 5Q: 3 clusters Score -39704.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -39704.964844 Penalty: 2956.658691
	Iteration 6F: 3 clusters Score -39704.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (4598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Entering Unmasked Estep 
Score: -505649.656250 Penalty: 2091.477295
	Iteration 0F: 2 clusters Score -505649.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -501392.875000 Penalty: 4182.954590
	Iteration 0F: 3 clusters Score -501392.9 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -502388.937500 Penalty: 4182.954590
	Iteration 1F: 3 clusters Score -502388.9 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -502628.406250 Penalty: 4182.954590
	Iteration 2F: 3 clusters Score -502628.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -502782.312500 Penalty: 4182.954590
	Iteration 3F: 3 clusters Score -502782.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -502899.062500 Penalty: 4182.954590
	Iteration 4Q: 3 clusters Score -502899.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -503006.937500 Penalty: 4182.954590
	Iteration 5Q: 3 clusters Score -503006.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -503093.375000 Penalty: 4182.954590
	Iteration 6Q: 3 clusters Score -503093.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -503168.250000 Penalty: 4182.954590
	Iteration 7Q: 3 clusters Score -503168.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -503238.156250 Penalty: 4182.954590
	Iteration 8Q: 3 clusters Score -503238.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -503302.843750 Penalty: 4182.954590
	Iteration 9Q: 3 clusters Score -503302.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -503357.281250 Penalty: 4182.954590
	Iteration 10Q: 3 clusters Score -503357.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -503408.875000 Penalty: 4182.954590
	Iteration 11Q: 3 clusters Score -503408.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -503453.906250 Penalty: 4182.954590
	Iteration 12Q: 3 clusters Score -503453.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -503510.000000 Penalty: 4182.954590
	Iteration 13Q: 3 clusters Score -503510 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -503553.906250 Penalty: 4182.954590
	Iteration 14Q: 3 clusters Score -503553.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -503600.968750 Penalty: 4182.954590
	Iteration 15Q: 3 clusters Score -503601 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -503651.031250 Penalty: 4182.954590
	Iteration 16Q: 3 clusters Score -503651 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -503686.718750 Penalty: 4182.954590
	Iteration 17Q: 3 clusters Score -503686.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -503717.531250 Penalty: 4182.954590
	Iteration 18Q: 3 clusters Score -503717.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -503739.968750 Penalty: 4182.954590
	Iteration 19Q: 3 clusters Score -503740 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -503757.562500 Penalty: 4182.954590
	Iteration 20F: 3 clusters Score -503757.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -503772.250000 Penalty: 4182.954590
	Iteration 21Q: 3 clusters Score -503772.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -503790.718750 Penalty: 4182.954590
	Iteration 22Q: 3 clusters Score -503790.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -503804.593750 Penalty: 4182.954590
	Iteration 23Q: 3 clusters Score -503804.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -503814.843750 Penalty: 4182.954590
	Iteration 24Q: 3 clusters Score -503814.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -503828.750000 Penalty: 4182.954590
	Iteration 25Q: 3 clusters Score -503828.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -503847.562500 Penalty: 4182.954590
	Iteration 26Q: 3 clusters Score -503847.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -503861.812500 Penalty: 4182.954590
	Iteration 27Q: 3 clusters Score -503861.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -503872.125000 Penalty: 4182.954590
	Iteration 28Q: 3 clusters Score -503872.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -503880.125000 Penalty: 4182.954590
	Iteration 29Q: 3 clusters Score -503880.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -503887.187500 Penalty: 4182.954590
	Iteration 30Q: 3 clusters Score -503887.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -503894.281250 Penalty: 4182.954590
	Iteration 31Q: 3 clusters Score -503894.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -503903.718750 Penalty: 4182.954590
	Iteration 32Q: 3 clusters Score -503903.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -503914.500000 Penalty: 4182.954590
	Iteration 33Q: 3 clusters Score -503914.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -503921.781250 Penalty: 4182.954590
	Iteration 34Q: 3 clusters Score -503921.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -503928.562500 Penalty: 4182.954590
	Iteration 35Q: 3 clusters Score -503928.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -503936.593750 Penalty: 4182.954590
	Iteration 36Q: 3 clusters Score -503936.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -503947.625000 Penalty: 4182.954590
	Iteration 37Q: 3 clusters Score -503947.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -503957.281250 Penalty: 4182.954590
	Iteration 38Q: 3 clusters Score -503957.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -503969.093750 Penalty: 4182.954590
	Iteration 39Q: 3 clusters Score -503969.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -503981.031250 Penalty: 4182.954590
	Iteration 40F: 3 clusters Score -503981 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -503990.093750 Penalty: 4182.954590
	Iteration 41Q: 3 clusters Score -503990.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -503999.000000 Penalty: 4182.954590
	Iteration 42Q: 3 clusters Score -503999 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -504015.968750 Penalty: 4182.954590
	Iteration 43Q: 3 clusters Score -504016 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -504037.625000 Penalty: 4182.954590
	Iteration 44Q: 3 clusters Score -504037.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -504063.687500 Penalty: 4182.954590
	Iteration 45Q: 3 clusters Score -504063.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -504090.468750 Penalty: 4182.954590
	Iteration 46Q: 3 clusters Score -504090.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -504108.843750 Penalty: 4182.954590
	Iteration 47Q: 3 clusters Score -504108.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -504128.031250 Penalty: 4182.954590
	Iteration 48Q: 3 clusters Score -504128 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -504138.843750 Penalty: 4182.954590
	Iteration 49Q: 3 clusters Score -504138.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -504147.718750 Penalty: 4182.954590
	Iteration 50Q: 3 clusters Score -504147.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -504155.531250 Penalty: 4182.954590
	Iteration 51Q: 3 clusters Score -504155.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -504159.375000 Penalty: 4182.954590
	Iteration 52Q: 3 clusters Score -504159.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -504164.000000 Penalty: 4182.954590
	Iteration 53Q: 3 clusters Score -504164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -504164.250000 Penalty: 4182.954590
	Iteration 54Q: 3 clusters Score -504164.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -504166.281250 Penalty: 4182.954590
	Iteration 55Q: 3 clusters Score -504166.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -504166.250000 Penalty: 4182.954590
	Iteration 56Q: 3 clusters Score -504166.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -504166.250000 Penalty: 4182.954590
	Iteration 57F: 3 clusters Score -504166.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (44143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44143 members 
Entering Unmasked Estep 
Score: -5111656.500000 Penalty: 2652.406982
	Iteration 0F: 2 clusters Score -5111656 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22045 members 
Mstep: Class 2 contains 22098 members 
Entering Unmasked Estep 
Score: -5081853.500000 Penalty: 5304.813965
	Iteration 0F: 3 clusters Score -5081854 nChanged 20314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21693 members 
Mstep: Class 2 contains 22450 members 
Entering Unmasked Estep 
Score: -5093249.000000 Penalty: 5304.813965
	Iteration 1F: 3 clusters Score -5093249 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21505 members 
Mstep: Class 2 contains 22638 members 
Entering Unmasked Estep 
Score: -5094022.000000 Penalty: 5304.813965
	Iteration 2Q: 3 clusters Score -5094022 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21244 members 
Mstep: Class 2 contains 22899 members 
Entering Unmasked Estep 
Score: -5094968.500000 Penalty: 5304.813965
	Iteration 3Q: 3 clusters Score -5094968 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20882 members 
Mstep: Class 2 contains 23261 members 
Entering Unmasked Estep 
Score: -5096057.500000 Penalty: 5304.813965
	Iteration 4F: 3 clusters Score -5096058 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20406 members 
Mstep: Class 2 contains 23737 members 
Entering Unmasked Estep 
Score: -5097247.500000 Penalty: 5304.813965
	Iteration 5F: 3 clusters Score -5097248 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19704 members 
Mstep: Class 2 contains 24439 members 
Entering Unmasked Estep 
Score: -5098527.500000 Penalty: 5304.813965
	Iteration 6F: 3 clusters Score -5098528 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18890 members 
Mstep: Class 2 contains 25253 members 
Entering Unmasked Estep 
Score: -5099870.000000 Penalty: 5304.813965
	Iteration 7F: 3 clusters Score -5099870 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17988 members 
Mstep: Class 2 contains 26155 members 
Entering Unmasked Estep 
Score: -5101125.500000 Penalty: 5304.813965
	Iteration 8F: 3 clusters Score -5101126 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17040 members 
Mstep: Class 2 contains 27103 members 
Entering Unmasked Estep 
Score: -5102348.000000 Penalty: 5304.813965
	Iteration 9Q: 3 clusters Score -5102348 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16036 members 
Mstep: Class 2 contains 28107 members 
Entering Unmasked Estep 
Score: -5103495.000000 Penalty: 5304.813965
	Iteration 10Q: 3 clusters Score -5103495 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15073 members 
Mstep: Class 2 contains 29070 members 
Entering Unmasked Estep 
Score: -5104298.500000 Penalty: 5304.813965
	Iteration 11Q: 3 clusters Score -5104298 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14140 members 
Mstep: Class 2 contains 30003 members 
Entering Unmasked Estep 
Score: -5104929.000000 Penalty: 5304.813965
	Iteration 12Q: 3 clusters Score -5104929 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 30951 members 
Entering Unmasked Estep 
Score: -5105471.000000 Penalty: 5304.813965
	Iteration 13Q: 3 clusters Score -5105471 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 31826 members 
Entering Unmasked Estep 
Score: -5105944.000000 Penalty: 5304.813965
	Iteration 14Q: 3 clusters Score -5105944 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 32640 members 
Entering Unmasked Estep 
Score: -5106314.000000 Penalty: 5304.813965
	Iteration 15Q: 3 clusters Score -5106314 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 33423 members 
Entering Unmasked Estep 
Score: -5106715.500000 Penalty: 5304.813965
	Iteration 16Q: 3 clusters Score -5106716 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 34199 members 
Entering Unmasked Estep 
Score: -5107094.000000 Penalty: 5304.813965
	Iteration 17Q: 3 clusters Score -5107094 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 34925 members 
Entering Unmasked Estep 
Score: -5107421.500000 Penalty: 5304.813965
	Iteration 18Q: 3 clusters Score -5107422 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 35595 members 
Entering Unmasked Estep 
Score: -5107725.500000 Penalty: 5304.813965
	Iteration 19Q: 3 clusters Score -5107726 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 36170 members 
Entering Unmasked Estep 
Score: -5107937.500000 Penalty: 5304.813965
	Iteration 20F: 3 clusters Score -5107938 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 36720 members 
Entering Unmasked Estep 
Score: -5108120.000000 Penalty: 5304.813965
	Iteration 21Q: 3 clusters Score -5108120 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 37189 members 
Entering Unmasked Estep 
Score: -5108264.000000 Penalty: 5304.813965
	Iteration 22Q: 3 clusters Score -5108264 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 37605 members 
Entering Unmasked Estep 
Score: -5108411.000000 Penalty: 5304.813965
	Iteration 23Q: 3 clusters Score -5108411 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 38037 members 
Entering Unmasked Estep 
Score: -5108557.500000 Penalty: 5304.813965
	Iteration 24Q: 3 clusters Score -5108558 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 38442 members 
Entering Unmasked Estep 
Score: -5108673.500000 Penalty: 5304.813965
	Iteration 25Q: 3 clusters Score -5108674 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 38797 members 
Entering Unmasked Estep 
Score: -5108784.500000 Penalty: 5304.813965
	Iteration 26Q: 3 clusters Score -5108784 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 39177 members 
Entering Unmasked Estep 
Score: -5108919.000000 Penalty: 5304.813965
	Iteration 27Q: 3 clusters Score -5108919 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 39509 members 
Entering Unmasked Estep 
Score: -5109007.500000 Penalty: 5304.813965
	Iteration 28Q: 3 clusters Score -5109008 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 39815 members 
Entering Unmasked Estep 
Score: -5109099.000000 Penalty: 5304.813965
	Iteration 29Q: 3 clusters Score -5109099 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 40120 members 
Entering Unmasked Estep 
Score: -5109191.500000 Penalty: 5304.813965
	Iteration 30Q: 3 clusters Score -5109192 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 40385 members 
Entering Unmasked Estep 
Score: -5109293.500000 Penalty: 5304.813965
	Iteration 31Q: 3 clusters Score -5109294 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 40623 members 
Entering Unmasked Estep 
Score: -5109360.000000 Penalty: 5304.813965
	Iteration 32Q: 3 clusters Score -5109360 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 40852 members 
Entering Unmasked Estep 
Score: -5109449.500000 Penalty: 5304.813965
	Iteration 33Q: 3 clusters Score -5109450 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 41060 members 
Entering Unmasked Estep 
Score: -5109493.000000 Penalty: 5304.813965
	Iteration 34Q: 3 clusters Score -5109493 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 41249 members 
Entering Unmasked Estep 
Score: -5109557.000000 Penalty: 5304.813965
	Iteration 35Q: 3 clusters Score -5109557 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 41408 members 
Entering Unmasked Estep 
Score: -5109611.000000 Penalty: 5304.813965
	Iteration 36Q: 3 clusters Score -5109611 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 41534 members 
Entering Unmasked Estep 
Score: -5109658.500000 Penalty: 5304.813965
	Iteration 37Q: 3 clusters Score -5109658 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 41645 members 
Entering Unmasked Estep 
Score: -5109671.500000 Penalty: 5304.813965
	Iteration 38Q: 3 clusters Score -5109672 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 41743 members 
Entering Unmasked Estep 
Score: -5109715.000000 Penalty: 5304.813965
	Iteration 39Q: 3 clusters Score -5109715 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 41833 members 
Entering Unmasked Estep 
Score: -5109752.500000 Penalty: 5304.813965
	Iteration 40F: 3 clusters Score -5109752 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 41907 members 
Entering Unmasked Estep 
Score: -5109773.500000 Penalty: 5304.813965
	Iteration 41Q: 3 clusters Score -5109774 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 41951 members 
Entering Unmasked Estep 
Score: -5109789.000000 Penalty: 5304.813965
	Iteration 42Q: 3 clusters Score -5109789 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 41998 members 
Entering Unmasked Estep 
Score: -5109794.500000 Penalty: 5304.813965
	Iteration 43Q: 3 clusters Score -5109794 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 42031 members 
Entering Unmasked Estep 
Score: -5109809.000000 Penalty: 5304.813965
	Iteration 44Q: 3 clusters Score -5109809 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 42066 members 
Entering Unmasked Estep 
Score: -5109820.500000 Penalty: 5304.813965
	Iteration 45Q: 3 clusters Score -5109820 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 42092 members 
Entering Unmasked Estep 
Score: -5109818.000000 Penalty: 5304.813965
	Iteration 46Q: 3 clusters Score -5109818 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 42115 members 
Entering Unmasked Estep 
Score: -5109815.500000 Penalty: 5304.813965
	Iteration 47Q: 3 clusters Score -5109816 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 42143 members 
Entering Unmasked Estep 
Score: -5109817.500000 Penalty: 5304.813965
	Iteration 48Q: 3 clusters Score -5109818 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 42180 members 
Entering Unmasked Estep 
Score: -5109826.000000 Penalty: 5304.813965
	Iteration 49Q: 3 clusters Score -5109826 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 42221 members 
Entering Unmasked Estep 
Score: -5109848.500000 Penalty: 5304.813965
	Iteration 50Q: 3 clusters Score -5109848 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 42250 members 
Entering Unmasked Estep 
Score: -5109844.500000 Penalty: 5304.813965
	Iteration 51Q: 3 clusters Score -5109844 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 42274 members 
Entering Unmasked Estep 
Score: -5109846.500000 Penalty: 5304.813965
	Iteration 52Q: 3 clusters Score -5109846 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 42293 members 
Entering Unmasked Estep 
Score: -5109844.000000 Penalty: 5304.813965
	Iteration 53Q: 3 clusters Score -5109844 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 42307 members 
Entering Unmasked Estep 
Score: -5109846.000000 Penalty: 5304.813965
	Iteration 54Q: 3 clusters Score -5109846 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 42319 members 
Entering Unmasked Estep 
Score: -5109861.000000 Penalty: 5304.813965
	Iteration 55Q: 3 clusters Score -5109861 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 42336 members 
Entering Unmasked Estep 
Score: -5109851.500000 Penalty: 5304.813965
	Iteration 56Q: 3 clusters Score -5109852 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 42349 members 
Entering Unmasked Estep 
Score: -5109853.500000 Penalty: 5304.813965
	Iteration 57Q: 3 clusters Score -5109854 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 42364 members 
Entering Unmasked Estep 
Score: -5109875.500000 Penalty: 5304.813965
	Iteration 58Q: 3 clusters Score -5109876 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 42388 members 
Entering Unmasked Estep 
Score: -5109874.500000 Penalty: 5304.813965
	Iteration 59Q: 3 clusters Score -5109874 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 42408 members 
Entering Unmasked Estep 
Score: -5109876.500000 Penalty: 5304.813965
	Iteration 60F: 3 clusters Score -5109876 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 42431 members 
Entering Unmasked Estep 
Score: -5109888.000000 Penalty: 5304.813965
	Iteration 61Q: 3 clusters Score -5109888 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 42451 members 
Entering Unmasked Estep 
Score: -5109892.500000 Penalty: 5304.813965
	Iteration 62Q: 3 clusters Score -5109892 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 42470 members 
Entering Unmasked Estep 
Score: -5109895.500000 Penalty: 5304.813965
	Iteration 63Q: 3 clusters Score -5109896 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 42484 members 
Entering Unmasked Estep 
Score: -5109902.000000 Penalty: 5304.813965
	Iteration 64Q: 3 clusters Score -5109902 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 42500 members 
Entering Unmasked Estep 
Score: -5109914.000000 Penalty: 5304.813965
	Iteration 65Q: 3 clusters Score -5109914 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 42519 members 
Entering Unmasked Estep 
Score: -5109922.000000 Penalty: 5304.813965
	Iteration 66Q: 3 clusters Score -5109922 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 42536 members 
Entering Unmasked Estep 
Score: -5109926.000000 Penalty: 5304.813965
	Iteration 67Q: 3 clusters Score -5109926 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 42547 members 
Entering Unmasked Estep 
Score: -5109923.000000 Penalty: 5304.813965
	Iteration 68Q: 3 clusters Score -5109923 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 42559 members 
Entering Unmasked Estep 
Score: -5109929.000000 Penalty: 5304.813965
	Iteration 69Q: 3 clusters Score -5109929 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 42573 members 
Entering Unmasked Estep 
Score: -5109924.000000 Penalty: 5304.813965
	Iteration 70Q: 3 clusters Score -5109924 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 42591 members 
Entering Unmasked Estep 
Score: -5109939.000000 Penalty: 5304.813965
	Iteration 71Q: 3 clusters Score -5109939 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 42602 members 
Entering Unmasked Estep 
Score: -5109931.000000 Penalty: 5304.813965
	Iteration 72Q: 3 clusters Score -5109931 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 42611 members 
Entering Unmasked Estep 
Score: -5109939.500000 Penalty: 5304.813965
	Iteration 73Q: 3 clusters Score -5109940 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 42623 members 
Entering Unmasked Estep 
Score: -5109944.000000 Penalty: 5304.813965
	Iteration 74Q: 3 clusters Score -5109944 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 42636 members 
Entering Unmasked Estep 
Score: -5109943.500000 Penalty: 5304.813965
	Iteration 75Q: 3 clusters Score -5109944 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 42640 members 
Entering Unmasked Estep 
Score: -5109945.500000 Penalty: 5304.813965
	Iteration 76Q: 3 clusters Score -5109946 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 42652 members 
Entering Unmasked Estep 
Score: -5109954.500000 Penalty: 5304.813965
	Iteration 77Q: 3 clusters Score -5109954 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 42664 members 
Entering Unmasked Estep 
Score: -5109958.000000 Penalty: 5304.813965
	Iteration 78Q: 3 clusters Score -5109958 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 42673 members 
Entering Unmasked Estep 
Score: -5109963.000000 Penalty: 5304.813965
	Iteration 79Q: 3 clusters Score -5109963 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 42683 members 
Entering Unmasked Estep 
Score: -5109965.500000 Penalty: 5304.813965
	Iteration 80F: 3 clusters Score -5109966 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 42696 members 
Entering Unmasked Estep 
Score: -5109973.000000 Penalty: 5304.813965
	Iteration 81Q: 3 clusters Score -5109973 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 42710 members 
Entering Unmasked Estep 
Score: -5109980.500000 Penalty: 5304.813965
	Iteration 82Q: 3 clusters Score -5109980 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 42722 members 
Entering Unmasked Estep 
Score: -5109975.500000 Penalty: 5304.813965
	Iteration 83Q: 3 clusters Score -5109976 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 42730 members 
Entering Unmasked Estep 
Score: -5109982.000000 Penalty: 5304.813965
	Iteration 84Q: 3 clusters Score -5109982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 42736 members 
Entering Unmasked Estep 
Score: -5109977.500000 Penalty: 5304.813965
	Iteration 85Q: 3 clusters Score -5109978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 42737 members 
Entering Unmasked Estep 
Score: -5109980.000000 Penalty: 5304.813965
	Iteration 86Q: 3 clusters Score -5109980 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 42737 members 
Entering Unmasked Estep 
Score: -5109980.000000 Penalty: 5304.813965
	Iteration 87F: 3 clusters Score -5109980 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Entering Unmasked Estep 
Score: -133839.625000 Penalty: 1781.975952
	Iteration 0F: 2 clusters Score -133839.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -131644.531250 Penalty: 3563.951904
	Iteration 0F: 3 clusters Score -131644.5 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -132003.187500 Penalty: 3563.951904
	Iteration 1F: 3 clusters Score -132003.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -132114.359375 Penalty: 3563.951904
	Iteration 2F: 3 clusters Score -132114.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -132188.031250 Penalty: 3563.951904
	Iteration 3Q: 3 clusters Score -132188 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -132244.593750 Penalty: 3563.951904
	Iteration 4Q: 3 clusters Score -132244.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -132271.953125 Penalty: 3563.951904
	Iteration 5Q: 3 clusters Score -132272 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -132286.406250 Penalty: 3563.951904
	Iteration 6Q: 3 clusters Score -132286.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -132299.359375 Penalty: 3563.951904
	Iteration 7Q: 3 clusters Score -132299.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -132310.312500 Penalty: 3563.951904
	Iteration 8Q: 3 clusters Score -132310.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -132318.484375 Penalty: 3563.951904
	Iteration 9Q: 3 clusters Score -132318.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -132322.859375 Penalty: 3563.951904
	Iteration 10Q: 3 clusters Score -132322.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -132327.265625 Penalty: 3563.951904
	Iteration 11Q: 3 clusters Score -132327.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -132333.546875 Penalty: 3563.951904
	Iteration 12Q: 3 clusters Score -132333.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -132338.984375 Penalty: 3563.951904
	Iteration 13Q: 3 clusters Score -132339 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -132346.796875 Penalty: 3563.951904
	Iteration 14Q: 3 clusters Score -132346.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -132361.296875 Penalty: 3563.951904
	Iteration 15Q: 3 clusters Score -132361.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -132368.625000 Penalty: 3563.951904
	Iteration 16Q: 3 clusters Score -132368.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -132372.640625 Penalty: 3563.951904
	Iteration 17Q: 3 clusters Score -132372.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -132373.859375 Penalty: 3563.951904
	Iteration 18Q: 3 clusters Score -132373.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -132375.156250 Penalty: 3563.951904
	Iteration 19Q: 3 clusters Score -132375.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -132375.671875 Penalty: 3563.951904
	Iteration 20F: 3 clusters Score -132375.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -132377.312500 Penalty: 3563.951904
	Iteration 21Q: 3 clusters Score -132377.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -132377.312500 Penalty: 3563.951904
	Iteration 22F: 3 clusters Score -132377.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (61445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61445 members 
Entering Unmasked Estep 
Score: -6680861.500000 Penalty: 2734.422607
	Iteration 0F: 2 clusters Score -6680862 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30786 members 
Mstep: Class 2 contains 30659 members 
Entering Unmasked Estep 
Score: -6639513.000000 Penalty: 5468.845215
	Iteration 0F: 3 clusters Score -6639513 nChanged 28685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31325 members 
Mstep: Class 2 contains 30120 members 
Entering Unmasked Estep 
Score: -6656048.000000 Penalty: 5468.845215
	Iteration 1F: 3 clusters Score -6656048 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31527 members 
Mstep: Class 2 contains 29918 members 
Entering Unmasked Estep 
Score: -6657230.500000 Penalty: 5468.845215
	Iteration 2Q: 3 clusters Score -6657230 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31834 members 
Mstep: Class 2 contains 29611 members 
Entering Unmasked Estep 
Score: -6658721.000000 Penalty: 5468.845215
	Iteration 3F: 3 clusters Score -6658721 nChanged 3298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32188 members 
Mstep: Class 2 contains 29257 members 
Entering Unmasked Estep 
Score: -6660384.000000 Penalty: 5468.845215
	Iteration 4F: 3 clusters Score -6660384 nChanged 3441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32599 members 
Mstep: Class 2 contains 28846 members 
Entering Unmasked Estep 
Score: -6662257.000000 Penalty: 5468.845215
	Iteration 5F: 3 clusters Score -6662257 nChanged 3490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32987 members 
Mstep: Class 2 contains 28458 members 
Entering Unmasked Estep 
Score: -6664162.500000 Penalty: 5468.845215
	Iteration 6F: 3 clusters Score -6664162 nChanged 3351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33294 members 
Mstep: Class 2 contains 28151 members 
Entering Unmasked Estep 
Score: -6665859.500000 Penalty: 5468.845215
	Iteration 7F: 3 clusters Score -6665860 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33472 members 
Mstep: Class 2 contains 27973 members 
Entering Unmasked Estep 
Score: -6667301.000000 Penalty: 5468.845215
	Iteration 8Q: 3 clusters Score -6667301 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33550 members 
Mstep: Class 2 contains 27895 members 
Entering Unmasked Estep 
Score: -6668413.500000 Penalty: 5468.845215
	Iteration 9Q: 3 clusters Score -6668414 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33611 members 
Mstep: Class 2 contains 27834 members 
Entering Unmasked Estep 
Score: -6669438.000000 Penalty: 5468.845215
	Iteration 10Q: 3 clusters Score -6669438 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33518 members 
Mstep: Class 2 contains 27927 members 
Entering Unmasked Estep 
Score: -6670293.500000 Penalty: 5468.845215
	Iteration 11Q: 3 clusters Score -6670294 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33355 members 
Mstep: Class 2 contains 28090 members 
Entering Unmasked Estep 
Score: -6670834.000000 Penalty: 5468.845215
	Iteration 12Q: 3 clusters Score -6670834 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33171 members 
Mstep: Class 2 contains 28274 members 
Entering Unmasked Estep 
Score: -6671160.000000 Penalty: 5468.845215
	Iteration 13Q: 3 clusters Score -6671160 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32965 members 
Mstep: Class 2 contains 28480 members 
Entering Unmasked Estep 
Score: -6671376.500000 Penalty: 5468.845215
	Iteration 14Q: 3 clusters Score -6671376 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32705 members 
Mstep: Class 2 contains 28740 members 
Entering Unmasked Estep 
Score: -6671480.500000 Penalty: 5468.845215
	Iteration 15Q: 3 clusters Score -6671480 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32431 members 
Mstep: Class 2 contains 29014 members 
Entering Unmasked Estep 
Score: -6671611.500000 Penalty: 5468.845215
	Iteration 16Q: 3 clusters Score -6671612 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32111 members 
Mstep: Class 2 contains 29334 members 
Entering Unmasked Estep 
Score: -6671729.000000 Penalty: 5468.845215
	Iteration 17Q: 3 clusters Score -6671729 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31784 members 
Mstep: Class 2 contains 29661 members 
Entering Unmasked Estep 
Score: -6671808.500000 Penalty: 5468.845215
	Iteration 18Q: 3 clusters Score -6671808 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31439 members 
Mstep: Class 2 contains 30006 members 
Entering Unmasked Estep 
Score: -6671874.000000 Penalty: 5468.845215
	Iteration 19Q: 3 clusters Score -6671874 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31081 members 
Mstep: Class 2 contains 30364 members 
Entering Unmasked Estep 
Score: -6672011.500000 Penalty: 5468.845215
	Iteration 20F: 3 clusters Score -6672012 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30696 members 
Mstep: Class 2 contains 30749 members 
Entering Unmasked Estep 
Score: -6672063.000000 Penalty: 5468.845215
	Iteration 21Q: 3 clusters Score -6672063 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30303 members 
Mstep: Class 2 contains 31142 members 
Entering Unmasked Estep 
Score: -6672183.500000 Penalty: 5468.845215
	Iteration 22Q: 3 clusters Score -6672184 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29910 members 
Mstep: Class 2 contains 31535 members 
Entering Unmasked Estep 
Score: -6672305.000000 Penalty: 5468.845215
	Iteration 23Q: 3 clusters Score -6672305 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29541 members 
Mstep: Class 2 contains 31904 members 
Entering Unmasked Estep 
Score: -6672369.500000 Penalty: 5468.845215
	Iteration 24Q: 3 clusters Score -6672370 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29140 members 
Mstep: Class 2 contains 32305 members 
Entering Unmasked Estep 
Score: -6672468.500000 Penalty: 5468.845215
	Iteration 25Q: 3 clusters Score -6672468 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28751 members 
Mstep: Class 2 contains 32694 members 
Entering Unmasked Estep 
Score: -6672523.500000 Penalty: 5468.845215
	Iteration 26Q: 3 clusters Score -6672524 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28378 members 
Mstep: Class 2 contains 33067 members 
Entering Unmasked Estep 
Score: -6672541.500000 Penalty: 5468.845215
	Iteration 27Q: 3 clusters Score -6672542 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28023 members 
Mstep: Class 2 contains 33422 members 
Entering Unmasked Estep 
Score: -6672610.500000 Penalty: 5468.845215
	Iteration 28Q: 3 clusters Score -6672610 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27686 members 
Mstep: Class 2 contains 33759 members 
Entering Unmasked Estep 
Score: -6672666.500000 Penalty: 5468.845215
	Iteration 29Q: 3 clusters Score -6672666 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27358 members 
Mstep: Class 2 contains 34087 members 
Entering Unmasked Estep 
Score: -6672740.000000 Penalty: 5468.845215
	Iteration 30Q: 3 clusters Score -6672740 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26999 members 
Mstep: Class 2 contains 34446 members 
Entering Unmasked Estep 
Score: -6672791.000000 Penalty: 5468.845215
	Iteration 31Q: 3 clusters Score -6672791 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26619 members 
Mstep: Class 2 contains 34826 members 
Entering Unmasked Estep 
Score: -6672873.500000 Penalty: 5468.845215
	Iteration 32Q: 3 clusters Score -6672874 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26220 members 
Mstep: Class 2 contains 35225 members 
Entering Unmasked Estep 
Score: -6672905.500000 Penalty: 5468.845215
	Iteration 33Q: 3 clusters Score -6672906 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25831 members 
Mstep: Class 2 contains 35614 members 
Entering Unmasked Estep 
Score: -6672974.500000 Penalty: 5468.845215
	Iteration 34Q: 3 clusters Score -6672974 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25456 members 
Mstep: Class 2 contains 35989 members 
Entering Unmasked Estep 
Score: -6673025.000000 Penalty: 5468.845215
	Iteration 35Q: 3 clusters Score -6673025 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25078 members 
Mstep: Class 2 contains 36367 members 
Entering Unmasked Estep 
Score: -6673100.000000 Penalty: 5468.845215
	Iteration 36Q: 3 clusters Score -6673100 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24703 members 
Mstep: Class 2 contains 36742 members 
Entering Unmasked Estep 
Score: -6673142.000000 Penalty: 5468.845215
	Iteration 37Q: 3 clusters Score -6673142 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24282 members 
Mstep: Class 2 contains 37163 members 
Entering Unmasked Estep 
Score: -6673225.500000 Penalty: 5468.845215
	Iteration 38Q: 3 clusters Score -6673226 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23843 members 
Mstep: Class 2 contains 37602 members 
Entering Unmasked Estep 
Score: -6673296.000000 Penalty: 5468.845215
	Iteration 39Q: 3 clusters Score -6673296 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23372 members 
Mstep: Class 2 contains 38073 members 
Entering Unmasked Estep 
Score: -6673393.500000 Penalty: 5468.845215
	Iteration 40F: 3 clusters Score -6673394 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22883 members 
Mstep: Class 2 contains 38562 members 
Entering Unmasked Estep 
Score: -6673486.000000 Penalty: 5468.845215
	Iteration 41Q: 3 clusters Score -6673486 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22418 members 
Mstep: Class 2 contains 39027 members 
Entering Unmasked Estep 
Score: -6673576.000000 Penalty: 5468.845215
	Iteration 42Q: 3 clusters Score -6673576 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21955 members 
Mstep: Class 2 contains 39490 members 
Entering Unmasked Estep 
Score: -6673648.500000 Penalty: 5468.845215
	Iteration 43Q: 3 clusters Score -6673648 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21517 members 
Mstep: Class 2 contains 39928 members 
Entering Unmasked Estep 
Score: -6673710.500000 Penalty: 5468.845215
	Iteration 44Q: 3 clusters Score -6673710 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21042 members 
Mstep: Class 2 contains 40403 members 
Entering Unmasked Estep 
Score: -6673837.500000 Penalty: 5468.845215
	Iteration 45Q: 3 clusters Score -6673838 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20563 members 
Mstep: Class 2 contains 40882 members 
Entering Unmasked Estep 
Score: -6673914.000000 Penalty: 5468.845215
	Iteration 46Q: 3 clusters Score -6673914 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20076 members 
Mstep: Class 2 contains 41369 members 
Entering Unmasked Estep 
Score: -6674015.000000 Penalty: 5468.845215
	Iteration 47Q: 3 clusters Score -6674015 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19594 members 
Mstep: Class 2 contains 41851 members 
Entering Unmasked Estep 
Score: -6674113.000000 Penalty: 5468.845215
	Iteration 48Q: 3 clusters Score -6674113 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19064 members 
Mstep: Class 2 contains 42381 members 
Entering Unmasked Estep 
Score: -6674254.000000 Penalty: 5468.845215
	Iteration 49Q: 3 clusters Score -6674254 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18549 members 
Mstep: Class 2 contains 42896 members 
Entering Unmasked Estep 
Score: -6674365.500000 Penalty: 5468.845215
	Iteration 50Q: 3 clusters Score -6674366 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18016 members 
Mstep: Class 2 contains 43429 members 
Entering Unmasked Estep 
Score: -6674451.500000 Penalty: 5468.845215
	Iteration 51Q: 3 clusters Score -6674452 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17449 members 
Mstep: Class 2 contains 43996 members 
Entering Unmasked Estep 
Score: -6674581.500000 Penalty: 5468.845215
	Iteration 52Q: 3 clusters Score -6674582 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16888 members 
Mstep: Class 2 contains 44557 members 
Entering Unmasked Estep 
Score: -6674730.000000 Penalty: 5468.845215
	Iteration 53Q: 3 clusters Score -6674730 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16317 members 
Mstep: Class 2 contains 45128 members 
Entering Unmasked Estep 
Score: -6674831.000000 Penalty: 5468.845215
	Iteration 54Q: 3 clusters Score -6674831 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15740 members 
Mstep: Class 2 contains 45705 members 
Entering Unmasked Estep 
Score: -6674944.500000 Penalty: 5468.845215
	Iteration 55Q: 3 clusters Score -6674944 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15181 members 
Mstep: Class 2 contains 46264 members 
Entering Unmasked Estep 
Score: -6675056.500000 Penalty: 5468.845215
	Iteration 56Q: 3 clusters Score -6675056 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 46833 members 
Entering Unmasked Estep 
Score: -6675193.500000 Penalty: 5468.845215
	Iteration 57Q: 3 clusters Score -6675194 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14048 members 
Mstep: Class 2 contains 47397 members 
Entering Unmasked Estep 
Score: -6675325.500000 Penalty: 5468.845215
	Iteration 58Q: 3 clusters Score -6675326 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13458 members 
Mstep: Class 2 contains 47987 members 
Entering Unmasked Estep 
Score: -6675505.500000 Penalty: 5468.845215
	Iteration 59Q: 3 clusters Score -6675506 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12837 members 
Mstep: Class 2 contains 48608 members 
Entering Unmasked Estep 
Score: -6675667.000000 Penalty: 5468.845215
	Iteration 60F: 3 clusters Score -6675667 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 49208 members 
Entering Unmasked Estep 
Score: -6675823.500000 Penalty: 5468.845215
	Iteration 61Q: 3 clusters Score -6675824 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 49819 members 
Entering Unmasked Estep 
Score: -6676018.500000 Penalty: 5468.845215
	Iteration 62Q: 3 clusters Score -6676018 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 50446 members 
Entering Unmasked Estep 
Score: -6676179.500000 Penalty: 5468.845215
	Iteration 63Q: 3 clusters Score -6676180 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 51063 members 
Entering Unmasked Estep 
Score: -6676354.000000 Penalty: 5468.845215
	Iteration 64Q: 3 clusters Score -6676354 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 51687 members 
Entering Unmasked Estep 
Score: -6676555.500000 Penalty: 5468.845215
	Iteration 65Q: 3 clusters Score -6676556 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 52322 members 
Entering Unmasked Estep 
Score: -6676743.500000 Penalty: 5468.845215
	Iteration 66Q: 3 clusters Score -6676744 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 52958 members 
Entering Unmasked Estep 
Score: -6676947.000000 Penalty: 5468.845215
	Iteration 67Q: 3 clusters Score -6676947 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 53511 members 
Entering Unmasked Estep 
Score: -6677115.000000 Penalty: 5468.845215
	Iteration 68Q: 3 clusters Score -6677115 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 54044 members 
Entering Unmasked Estep 
Score: -6677310.500000 Penalty: 5468.845215
	Iteration 69Q: 3 clusters Score -6677310 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 54545 members 
Entering Unmasked Estep 
Score: -6677496.000000 Penalty: 5468.845215
	Iteration 70Q: 3 clusters Score -6677496 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 55031 members 
Entering Unmasked Estep 
Score: -6677636.500000 Penalty: 5468.845215
	Iteration 71Q: 3 clusters Score -6677636 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 55491 members 
Entering Unmasked Estep 
Score: -6677797.000000 Penalty: 5468.845215
	Iteration 72Q: 3 clusters Score -6677797 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 55899 members 
Entering Unmasked Estep 
Score: -6677943.500000 Penalty: 5468.845215
	Iteration 73Q: 3 clusters Score -6677944 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 56287 members 
Entering Unmasked Estep 
Score: -6678059.000000 Penalty: 5468.845215
	Iteration 74Q: 3 clusters Score -6678059 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 56649 members 
Entering Unmasked Estep 
Score: -6678146.500000 Penalty: 5468.845215
	Iteration 75Q: 3 clusters Score -6678146 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 56969 members 
Entering Unmasked Estep 
Score: -6678277.000000 Penalty: 5468.845215
	Iteration 76Q: 3 clusters Score -6678277 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 57279 members 
Entering Unmasked Estep 
Score: -6678351.000000 Penalty: 5468.845215
	Iteration 77Q: 3 clusters Score -6678351 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 57548 members 
Entering Unmasked Estep 
Score: -6678441.000000 Penalty: 5468.845215
	Iteration 78Q: 3 clusters Score -6678441 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 57785 members 
Entering Unmasked Estep 
Score: -6678536.500000 Penalty: 5468.845215
	Iteration 79Q: 3 clusters Score -6678536 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 58005 members 
Entering Unmasked Estep 
Score: -6678621.500000 Penalty: 5468.845215
	Iteration 80F: 3 clusters Score -6678622 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 58209 members 
Entering Unmasked Estep 
Score: -6678674.500000 Penalty: 5468.845215
	Iteration 81Q: 3 clusters Score -6678674 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 58368 members 
Entering Unmasked Estep 
Score: -6678707.000000 Penalty: 5468.845215
	Iteration 82Q: 3 clusters Score -6678707 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 58510 members 
Entering Unmasked Estep 
Score: -6678727.000000 Penalty: 5468.845215
	Iteration 83Q: 3 clusters Score -6678727 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 58615 members 
Entering Unmasked Estep 
Score: -6678765.500000 Penalty: 5468.845215
	Iteration 84Q: 3 clusters Score -6678766 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 58721 members 
Entering Unmasked Estep 
Score: -6678798.500000 Penalty: 5468.845215
	Iteration 85Q: 3 clusters Score -6678798 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 58809 members 
Entering Unmasked Estep 
Score: -6678845.500000 Penalty: 5468.845215
	Iteration 86Q: 3 clusters Score -6678846 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 58896 members 
Entering Unmasked Estep 
Score: -6678861.000000 Penalty: 5468.845215
	Iteration 87Q: 3 clusters Score -6678861 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 58976 members 
Entering Unmasked Estep 
Score: -6678892.000000 Penalty: 5468.845215
	Iteration 88Q: 3 clusters Score -6678892 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 59036 members 
Entering Unmasked Estep 
Score: -6678911.000000 Penalty: 5468.845215
	Iteration 89Q: 3 clusters Score -6678911 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 59089 members 
Entering Unmasked Estep 
Score: -6678916.000000 Penalty: 5468.845215
	Iteration 90Q: 3 clusters Score -6678916 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 59137 members 
Entering Unmasked Estep 
Score: -6678949.000000 Penalty: 5468.845215
	Iteration 91Q: 3 clusters Score -6678949 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 59176 members 
Entering Unmasked Estep 
Score: -6678949.500000 Penalty: 5468.845215
	Iteration 92Q: 3 clusters Score -6678950 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 59212 members 
Entering Unmasked Estep 
Score: -6678963.500000 Penalty: 5468.845215
	Iteration 93Q: 3 clusters Score -6678964 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 59233 members 
Entering Unmasked Estep 
Score: -6678961.500000 Penalty: 5468.845215
	Iteration 94Q: 3 clusters Score -6678962 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 59246 members 
Entering Unmasked Estep 
Score: -6678965.500000 Penalty: 5468.845215
	Iteration 95Q: 3 clusters Score -6678966 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 59269 members 
Entering Unmasked Estep 
Score: -6678978.000000 Penalty: 5468.845215
	Iteration 96Q: 3 clusters Score -6678978 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 59296 members 
Entering Unmasked Estep 
Score: -6678989.000000 Penalty: 5468.845215
	Iteration 97Q: 3 clusters Score -6678989 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 59310 members 
Entering Unmasked Estep 
Score: -6678978.000000 Penalty: 5468.845215
	Iteration 98Q: 3 clusters Score -6678978 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 59325 members 
Entering Unmasked Estep 
Score: -6678980.500000 Penalty: 5468.845215
	Iteration 99Q: 3 clusters Score -6678980 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 59344 members 
Entering Unmasked Estep 
Score: -6678994.500000 Penalty: 5468.845215
	Iteration 100F: 3 clusters Score -6678994 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 59364 members 
Entering Unmasked Estep 
Score: -6679017.500000 Penalty: 5468.845215
	Iteration 101Q: 3 clusters Score -6679018 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 59379 members 
Entering Unmasked Estep 
Score: -6679019.500000 Penalty: 5468.845215
	Iteration 102Q: 3 clusters Score -6679020 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 59388 members 
Entering Unmasked Estep 
Score: -6679026.000000 Penalty: 5468.845215
	Iteration 103Q: 3 clusters Score -6679026 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 59398 members 
Entering Unmasked Estep 
Score: -6679031.000000 Penalty: 5468.845215
	Iteration 104Q: 3 clusters Score -6679031 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 59409 members 
Entering Unmasked Estep 
Score: -6679032.500000 Penalty: 5468.845215
	Iteration 105Q: 3 clusters Score -6679032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 59413 members 
Entering Unmasked Estep 
Score: -6679033.000000 Penalty: 5468.845215
	Iteration 106Q: 3 clusters Score -6679033 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 59417 members 
Entering Unmasked Estep 
Score: -6679033.500000 Penalty: 5468.845215
	Iteration 107Q: 3 clusters Score -6679034 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 59421 members 
Entering Unmasked Estep 
Score: -6679032.500000 Penalty: 5468.845215
	Iteration 108Q: 3 clusters Score -6679032 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 59426 members 
Entering Unmasked Estep 
Score: -6679029.500000 Penalty: 5468.845215
	Iteration 109Q: 3 clusters Score -6679030 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 59427 members 
Entering Unmasked Estep 
Score: -6679038.500000 Penalty: 5468.845215
	Iteration 110Q: 3 clusters Score -6679038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 59429 members 
Entering Unmasked Estep 
Score: -6679041.000000 Penalty: 5468.845215
	Iteration 111Q: 3 clusters Score -6679041 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 59432 members 
Entering Unmasked Estep 
Score: -6679042.500000 Penalty: 5468.845215
	Iteration 112Q: 3 clusters Score -6679042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 59435 members 
Entering Unmasked Estep 
Score: -6679036.000000 Penalty: 5468.845215
	Iteration 113Q: 3 clusters Score -6679036 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 59439 members 
Entering Unmasked Estep 
Score: -6679038.500000 Penalty: 5468.845215
	Iteration 114Q: 3 clusters Score -6679038 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 59444 members 
Entering Unmasked Estep 
Score: -6679046.000000 Penalty: 5468.845215
	Iteration 115Q: 3 clusters Score -6679046 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 59451 members 
Entering Unmasked Estep 
Score: -6679037.000000 Penalty: 5468.845215
	Iteration 116Q: 3 clusters Score -6679037 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 59458 members 
Entering Unmasked Estep 
Score: -6679040.500000 Penalty: 5468.845215
	Iteration 117Q: 3 clusters Score -6679040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 59464 members 
Entering Unmasked Estep 
Score: -6679043.000000 Penalty: 5468.845215
	Iteration 118Q: 3 clusters Score -6679043 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 59468 members 
Entering Unmasked Estep 
Score: -6679044.000000 Penalty: 5468.845215
	Iteration 119Q: 3 clusters Score -6679044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 59472 members 
Entering Unmasked Estep 
Score: -6679047.000000 Penalty: 5468.845215
	Iteration 120F: 3 clusters Score -6679047 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 59475 members 
Entering Unmasked Estep 
Score: -6679048.000000 Penalty: 5468.845215
	Iteration 121Q: 3 clusters Score -6679048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 59477 members 
Entering Unmasked Estep 
Score: -6679043.500000 Penalty: 5468.845215
	Iteration 122Q: 3 clusters Score -6679044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 59479 members 
Entering Unmasked Estep 
Score: -6679048.500000 Penalty: 5468.845215
	Iteration 123Q: 3 clusters Score -6679048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 59479 members 
Entering Unmasked Estep 
Score: -6679054.500000 Penalty: 5468.845215
	Iteration 124Q: 3 clusters Score -6679054 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 59479 members 
Entering Unmasked Estep 
Score: -6679054.500000 Penalty: 5468.845215
	Iteration 125F: 3 clusters Score -6679054 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (2191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Entering Unmasked Estep 
Score: -245488.421875 Penalty: 1907.644165
	Iteration 0F: 2 clusters Score -245488.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -242781.234375 Penalty: 3815.288330
	Iteration 0F: 3 clusters Score -242781.2 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -243327.390625 Penalty: 3815.288330
	Iteration 1F: 3 clusters Score -243327.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -243510.093750 Penalty: 3815.288330
	Iteration 2F: 3 clusters Score -243510.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -243629.078125 Penalty: 3815.288330
	Iteration 3F: 3 clusters Score -243629.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -243708.343750 Penalty: 3815.288330
	Iteration 4Q: 3 clusters Score -243708.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -243777.234375 Penalty: 3815.288330
	Iteration 5Q: 3 clusters Score -243777.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -243832.968750 Penalty: 3815.288330
	Iteration 6Q: 3 clusters Score -243833 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -243881.531250 Penalty: 3815.288330
	Iteration 7Q: 3 clusters Score -243881.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -243918.203125 Penalty: 3815.288330
	Iteration 8Q: 3 clusters Score -243918.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -243952.031250 Penalty: 3815.288330
	Iteration 9Q: 3 clusters Score -243952 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -243981.781250 Penalty: 3815.288330
	Iteration 10Q: 3 clusters Score -243981.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -244005.109375 Penalty: 3815.288330
	Iteration 11Q: 3 clusters Score -244005.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -244021.750000 Penalty: 3815.288330
	Iteration 12Q: 3 clusters Score -244021.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -244030.859375 Penalty: 3815.288330
	Iteration 13Q: 3 clusters Score -244030.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -244044.500000 Penalty: 3815.288330
	Iteration 14Q: 3 clusters Score -244044.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -244061.000000 Penalty: 3815.288330
	Iteration 15Q: 3 clusters Score -244061 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -244075.640625 Penalty: 3815.288330
	Iteration 16Q: 3 clusters Score -244075.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -244090.718750 Penalty: 3815.288330
	Iteration 17Q: 3 clusters Score -244090.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -244107.343750 Penalty: 3815.288330
	Iteration 18Q: 3 clusters Score -244107.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -244121.687500 Penalty: 3815.288330
	Iteration 19Q: 3 clusters Score -244121.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -244128.734375 Penalty: 3815.288330
	Iteration 20F: 3 clusters Score -244128.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -244131.968750 Penalty: 3815.288330
	Iteration 21Q: 3 clusters Score -244132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -244132.937500 Penalty: 3815.288330
	Iteration 22Q: 3 clusters Score -244132.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -244133.031250 Penalty: 3815.288330
	Iteration 23Q: 3 clusters Score -244133 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -244133.031250 Penalty: 3815.288330
	Iteration 24F: 3 clusters Score -244133 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (3314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Entering Unmasked Estep 
Score: -363812.343750 Penalty: 2010.265991
	Iteration 0F: 2 clusters Score -363812.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -360342.187500 Penalty: 4020.531982
	Iteration 0F: 3 clusters Score -360342.2 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -361036.156250 Penalty: 4020.531982
	Iteration 1F: 3 clusters Score -361036.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -361222.218750 Penalty: 4020.531982
	Iteration 2F: 3 clusters Score -361222.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -361321.500000 Penalty: 4020.531982
	Iteration 3F: 3 clusters Score -361321.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -361389.125000 Penalty: 4020.531982
	Iteration 4Q: 3 clusters Score -361389.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -361441.156250 Penalty: 4020.531982
	Iteration 5Q: 3 clusters Score -361441.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -361488.718750 Penalty: 4020.531982
	Iteration 6Q: 3 clusters Score -361488.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -361519.281250 Penalty: 4020.531982
	Iteration 7Q: 3 clusters Score -361519.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -361546.312500 Penalty: 4020.531982
	Iteration 8Q: 3 clusters Score -361546.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -361567.031250 Penalty: 4020.531982
	Iteration 9Q: 3 clusters Score -361567 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -361584.312500 Penalty: 4020.531982
	Iteration 10Q: 3 clusters Score -361584.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -361596.656250 Penalty: 4020.531982
	Iteration 11Q: 3 clusters Score -361596.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -361607.343750 Penalty: 4020.531982
	Iteration 12Q: 3 clusters Score -361607.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -361613.375000 Penalty: 4020.531982
	Iteration 13Q: 3 clusters Score -361613.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -361618.500000 Penalty: 4020.531982
	Iteration 14Q: 3 clusters Score -361618.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -361627.718750 Penalty: 4020.531982
	Iteration 15Q: 3 clusters Score -361627.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -361634.312500 Penalty: 4020.531982
	Iteration 16Q: 3 clusters Score -361634.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -361641.093750 Penalty: 4020.531982
	Iteration 17Q: 3 clusters Score -361641.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -361648.656250 Penalty: 4020.531982
	Iteration 18Q: 3 clusters Score -361648.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -361658.593750 Penalty: 4020.531982
	Iteration 19Q: 3 clusters Score -361658.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -361666.187500 Penalty: 4020.531982
	Iteration 20F: 3 clusters Score -361666.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -361672.125000 Penalty: 4020.531982
	Iteration 21Q: 3 clusters Score -361672.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -361675.437500 Penalty: 4020.531982
	Iteration 22Q: 3 clusters Score -361675.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -361682.718750 Penalty: 4020.531982
	Iteration 23Q: 3 clusters Score -361682.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -361691.343750 Penalty: 4020.531982
	Iteration 24Q: 3 clusters Score -361691.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -361699.468750 Penalty: 4020.531982
	Iteration 25Q: 3 clusters Score -361699.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -361704.781250 Penalty: 4020.531982
	Iteration 26Q: 3 clusters Score -361704.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -361710.875000 Penalty: 4020.531982
	Iteration 27Q: 3 clusters Score -361710.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -361715.250000 Penalty: 4020.531982
	Iteration 28Q: 3 clusters Score -361715.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -361717.281250 Penalty: 4020.531982
	Iteration 29Q: 3 clusters Score -361717.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -361722.093750 Penalty: 4020.531982
	Iteration 30Q: 3 clusters Score -361722.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -361724.906250 Penalty: 4020.531982
	Iteration 31Q: 3 clusters Score -361724.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -361727.375000 Penalty: 4020.531982
	Iteration 32Q: 3 clusters Score -361727.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -361729.687500 Penalty: 4020.531982
	Iteration 33Q: 3 clusters Score -361729.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -361731.343750 Penalty: 4020.531982
	Iteration 34Q: 3 clusters Score -361731.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -361732.343750 Penalty: 4020.531982
	Iteration 35Q: 3 clusters Score -361732.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -361732.000000 Penalty: 4020.531982
	Iteration 36Q: 3 clusters Score -361732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -361733.500000 Penalty: 4020.531982
	Iteration 37Q: 3 clusters Score -361733.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -361733.562500 Penalty: 4020.531982
	Iteration 38Q: 3 clusters Score -361733.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -361734.906250 Penalty: 4020.531982
	Iteration 39Q: 3 clusters Score -361734.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -361735.343750 Penalty: 4020.531982
	Iteration 40F: 3 clusters Score -361735.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 24796 members 
Mstep: Class 2 contains 45857 members 
Mstep: Class 3 contains 3405 members 
Mstep: Class 4 contains 1793 members 
Mstep: Class 5 contains 238293 members 
Mstep: Class 6 contains 1317 members 
Mstep: Class 7 contains 6029 members 
Mstep: Class 8 contains 212076 members 
Mstep: Class 9 contains 83409 members 
Mstep: Class 10 contains 38324 members 
Mstep: Class 11 contains 9170 members 
Mstep: Class 12 contains 44334 members 
Mstep: Class 13 contains 1259 members 
Mstep: Class 14 contains 10553 members 
Mstep: Class 15 contains 5153 members 
Mstep: Class 16 contains 215708 members 
Mstep: Class 17 contains 1274 members 
Mstep: Class 18 contains 3893 members 
Mstep: Class 19 contains 1171 members 
Mstep: Class 20 contains 10710 members 
Mstep: Class 21 contains 29368 members 
Mstep: Class 22 contains 200421 members 
Mstep: Class 23 contains 9271 members 
Mstep: Class 24 contains 16105 members 
Mstep: Class 25 contains 8049 members 
Mstep: Class 26 contains 1124 members 
Mstep: Class 27 contains 6866 members 
Mstep: Class 28 contains 9153 members 
Mstep: Class 29 contains 3961 members 
Mstep: Class 30 contains 388 members 
Mstep: Class 31 contains 4598 members 
Mstep: Class 32 contains 44143 members 
Mstep: Class 33 contains 1320 members 
Mstep: Class 34 contains 61445 members 
Mstep: Class 35 contains 2191 members 
Mstep: Class 36 contains 3314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155623536.000000 Penalty: 126091.726562
Iteration 159Q: 37 clusters Score -1.556235e+08 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 24793 members 
Mstep: Class 2 contains 45857 members 
Mstep: Class 3 contains 3405 members 
Mstep: Class 4 contains 1793 members 
Mstep: Class 5 contains 238294 members 
Mstep: Class 6 contains 1317 members 
Mstep: Class 7 contains 6030 members 
Mstep: Class 8 contains 212069 members 
Mstep: Class 9 contains 83400 members 
Mstep: Class 10 contains 38330 members 
Mstep: Class 11 contains 9161 members 
Mstep: Class 12 contains 44333 members 
Mstep: Class 13 contains 1259 members 
Mstep: Class 14 contains 10553 members 
Mstep: Class 15 contains 5152 members 
Mstep: Class 16 contains 215704 members 
Mstep: Class 17 contains 1274 members 
Mstep: Class 18 contains 3893 members 
Mstep: Class 19 contains 1171 members 
Mstep: Class 20 contains 10710 members 
Mstep: Class 21 contains 29379 members 
Mstep: Class 22 contains 200399 members 
Mstep: Class 23 contains 9272 members 
Mstep: Class 24 contains 16108 members 
Mstep: Class 25 contains 8049 members 
Mstep: Class 26 contains 1124 members 
Mstep: Class 27 contains 6866 members 
Mstep: Class 28 contains 9153 members 
Mstep: Class 29 contains 3961 members 
Mstep: Class 30 contains 388 members 
Mstep: Class 31 contains 4598 members 
Mstep: Class 32 contains 44119 members 
Mstep: Class 33 contains 1320 members 
Mstep: Class 34 contains 61502 members 
Mstep: Class 35 contains 2191 members 
Mstep: Class 36 contains 3314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155623648.000000 Penalty: 126091.726562
Iteration 160F: 37 clusters Score -1.556236e+08 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 24792 members 
Mstep: Class 2 contains 45857 members 
Mstep: Class 3 contains 3405 members 
Mstep: Class 4 contains 1792 members 
Mstep: Class 5 contains 238293 members 
Mstep: Class 6 contains 1317 members 
Mstep: Class 7 contains 6030 members 
Mstep: Class 8 contains 212062 members 
Mstep: Class 9 contains 83390 members 
Mstep: Class 10 contains 38337 members 
Mstep: Class 11 contains 9162 members 
Mstep: Class 12 contains 44333 members 
Mstep: Class 13 contains 1259 members 
Mstep: Class 14 contains 10553 members 
Mstep: Class 15 contains 5151 members 
Mstep: Class 16 contains 215705 members 
Mstep: Class 17 contains 1274 members 
Mstep: Class 18 contains 3893 members 
Mstep: Class 19 contains 1171 members 
Mstep: Class 20 contains 10710 members 
Mstep: Class 21 contains 29387 members 
Mstep: Class 22 contains 200368 members 
Mstep: Class 23 contains 9270 members 
Mstep: Class 24 contains 16114 members 
Mstep: Class 25 contains 8049 members 
Mstep: Class 26 contains 1124 members 
Mstep: Class 27 contains 6868 members 
Mstep: Class 28 contains 9153 members 
Mstep: Class 29 contains 3961 members 
Mstep: Class 30 contains 388 members 
Mstep: Class 31 contains 4598 members 
Mstep: Class 32 contains 44096 members 
Mstep: Class 33 contains 1320 members 
Mstep: Class 34 contains 61554 members 
Mstep: Class 35 contains 2191 members 
Mstep: Class 36 contains 3314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155623568.000000 Penalty: 126091.726562
Iteration 161Q: 37 clusters Score -1.556236e+08 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 24792 members 
Mstep: Class 2 contains 45857 members 
Mstep: Class 3 contains 3405 members 
Mstep: Class 4 contains 1792 members 
Mstep: Class 5 contains 238278 members 
Mstep: Class 6 contains 1317 members 
Mstep: Class 7 contains 6030 members 
Mstep: Class 8 contains 212064 members 
Mstep: Class 9 contains 83382 members 
Mstep: Class 10 contains 38339 members 
Mstep: Class 11 contains 9158 members 
Mstep: Class 12 contains 44333 members 
Mstep: Class 13 contains 1259 members 
Mstep: Class 14 contains 10553 members 
Mstep: Class 15 contains 5150 members 
Mstep: Class 16 contains 215706 members 
Mstep: Class 17 contains 1274 members 
Mstep: Class 18 contains 3893 members 
Mstep: Class 19 contains 1171 members 
Mstep: Class 20 contains 10710 members 
Mstep: Class 21 contains 29388 members 
Mstep: Class 22 contains 200362 members 
Mstep: Class 23 contains 9269 members 
Mstep: Class 24 contains 16122 members 
Mstep: Class 25 contains 8049 members 
Mstep: Class 26 contains 1124 members 
Mstep: Class 27 contains 6869 members 
Mstep: Class 28 contains 9153 members 
Mstep: Class 29 contains 3961 members 
Mstep: Class 30 contains 388 members 
Mstep: Class 31 contains 4598 members 
Mstep: Class 32 contains 44058 members 
Mstep: Class 33 contains 1320 members 
Mstep: Class 34 contains 61612 members 
Mstep: Class 35 contains 2191 members 
Mstep: Class 36 contains 3314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155623632.000000 Penalty: 126091.726562
Iteration 162Q: 37 clusters Score -1.556236e+08 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 24792 members 
Mstep: Class 2 contains 45857 members 
Mstep: Class 3 contains 3405 members 
Mstep: Class 4 contains 1792 members 
Mstep: Class 5 contains 238267 members 
Mstep: Class 6 contains 1317 members 
Mstep: Class 7 contains 6030 members 
Mstep: Class 8 contains 212066 members 
Mstep: Class 9 contains 83368 members 
Mstep: Class 10 contains 38351 members 
Mstep: Class 11 contains 9159 members 
Mstep: Class 12 contains 44333 members 
Mstep: Class 13 contains 1259 members 
Mstep: Class 14 contains 10553 members 
Mstep: Class 15 contains 5148 members 
Mstep: Class 16 contains 215707 members 
Mstep: Class 17 contains 1274 members 
Mstep: Class 18 contains 3893 members 
Mstep: Class 19 contains 1171 members 
Mstep: Class 20 contains 10710 members 
Mstep: Class 21 contains 29390 members 
Mstep: Class 22 contains 200352 members 
Mstep: Class 23 contains 9270 members 
Mstep: Class 24 contains 16124 members 
Mstep: Class 25 contains 8049 members 
Mstep: Class 26 contains 1124 members 
Mstep: Class 27 contains 6867 members 
Mstep: Class 28 contains 9153 members 
Mstep: Class 29 contains 3961 members 
Mstep: Class 30 contains 388 members 
Mstep: Class 31 contains 4598 members 
Mstep: Class 32 contains 44031 members 
Mstep: Class 33 contains 1320 members 
Mstep: Class 34 contains 61657 members 
Mstep: Class 35 contains 2191 members 
Mstep: Class 36 contains 3314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155623680.000000 Penalty: 126091.726562
Iteration 163Q: 37 clusters Score -1.556237e+08 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 24792 members 
Mstep: Class 2 contains 45857 members 
Mstep: Class 3 contains 3405 members 
Mstep: Class 4 contains 1792 members 
Mstep: Class 5 contains 238259 members 
Mstep: Class 6 contains 1317 members 
Mstep: Class 7 contains 6029 members 
Mstep: Class 8 contains 212056 members 
Mstep: Class 9 contains 83363 members 
Mstep: Class 10 contains 38362 members 
Mstep: Class 11 contains 9150 members 
Mstep: Class 12 contains 44333 members 
Mstep: Class 13 contains 1259 members 
Mstep: Class 14 contains 10553 members 
Mstep: Class 15 contains 5143 members 
Mstep: Class 16 contains 215700 members 
Mstep: Class 17 contains 1274 members 
Mstep: Class 18 contains 3893 members 
Mstep: Class 19 contains 1171 members 
Mstep: Class 20 contains 10710 members 
Mstep: Class 21 contains 29393 members 
Mstep: Class 22 contains 200363 members 
Mstep: Class 23 contains 9270 members 
Mstep: Class 24 contains 16133 members 
Mstep: Class 25 contains 8049 members 
Mstep: Class 26 contains 1124 members 
Mstep: Class 27 contains 6867 members 
Mstep: Class 28 contains 9153 members 
Mstep: Class 29 contains 3961 members 
Mstep: Class 30 contains 388 members 
Mstep: Class 31 contains 4598 members 
Mstep: Class 32 contains 43997 members 
Mstep: Class 33 contains 1320 members 
Mstep: Class 34 contains 61702 members 
Mstep: Class 35 contains 2191 members 
Mstep: Class 36 contains 3314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155623744.000000 Penalty: 126091.726562
Iteration 164Q: 37 clusters Score -1.556237e+08 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 24792 members 
Mstep: Class 2 contains 45857 members 
Mstep: Class 3 contains 3405 members 
Mstep: Class 4 contains 1792 members 
Mstep: Class 5 contains 238250 members 
Mstep: Class 6 contains 1317 members 
Mstep: Class 7 contains 6028 members 
Mstep: Class 8 contains 212047 members 
Mstep: Class 9 contains 83353 members 
Mstep: Class 10 contains 38372 members 
Mstep: Class 11 contains 9150 members 
Mstep: Class 12 contains 44333 members 
Mstep: Class 13 contains 1259 members 
Mstep: Class 14 contains 10553 members 
Mstep: Class 15 contains 5140 members 
Mstep: Class 16 contains 215701 members 
Mstep: Class 17 contains 1274 members 
Mstep: Class 18 contains 3893 members 
Mstep: Class 19 contains 1171 members 
Mstep: Class 20 contains 10710 members 
Mstep: Class 21 contains 29396 members 
Mstep: Class 22 contains 200361 members 
Mstep: Class 23 contains 9270 members 
Mstep: Class 24 contains 16141 members 
Mstep: Class 25 contains 8049 members 
Mstep: Class 26 contains 1124 members 
Mstep: Class 27 contains 6867 members 
Mstep: Class 28 contains 9153 members 
Mstep: Class 29 contains 3961 members 
Mstep: Class 30 contains 388 members 
Mstep: Class 31 contains 4598 members 
Mstep: Class 32 contains 43975 members 
Mstep: Class 33 contains 1320 members 
Mstep: Class 34 contains 61736 members 
Mstep: Class 35 contains 2191 members 
Mstep: Class 36 contains 3314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155623888.000000 Penalty: 126091.726562
Iteration 165Q: 37 clusters Score -1.556239e+08 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 24792 members 
Mstep: Class 2 contains 45857 members 
Mstep: Class 3 contains 3405 members 
Mstep: Class 4 contains 1792 members 
Mstep: Class 5 contains 238234 members 
Mstep: Class 6 contains 1317 members 
Mstep: Class 7 contains 6029 members 
Mstep: Class 8 contains 212040 members 
Mstep: Class 9 contains 83351 members 
Mstep: Class 10 contains 38380 members 
Mstep: Class 11 contains 9144 members 
Mstep: Class 12 contains 44332 members 
Mstep: Class 13 contains 1259 members 
Mstep: Class 14 contains 10553 members 
Mstep: Class 15 contains 5137 members 
Mstep: Class 16 contains 215694 members 
Mstep: Class 17 contains 1274 members 
Mstep: Class 18 contains 3894 members 
Mstep: Class 19 contains 1171 members 
Mstep: Class 20 contains 10709 members 
Mstep: Class 21 contains 29399 members 
Mstep: Class 22 contains 200372 members 
Mstep: Class 23 contains 9270 members 
Mstep: Class 24 contains 16151 members 
Mstep: Class 25 contains 8049 members 
Mstep: Class 26 contains 1124 members 
Mstep: Class 27 contains 6867 members 
Mstep: Class 28 contains 9153 members 
Mstep: Class 29 contains 3961 members 
Mstep: Class 30 contains 388 members 
Mstep: Class 31 contains 4598 members 
Mstep: Class 32 contains 43946 members 
Mstep: Class 33 contains 1320 members 
Mstep: Class 34 contains 61774 members 
Mstep: Class 35 contains 2191 members 
Mstep: Class 36 contains 3314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155623792.000000 Penalty: 126091.726562
Iteration 166Q: 37 clusters Score -1.556238e+08 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 24792 members 
Mstep: Class 2 contains 45857 members 
Mstep: Class 3 contains 3405 members 
Mstep: Class 4 contains 1791 members 
Mstep: Class 5 contains 238217 members 
Mstep: Class 6 contains 1317 members 
Mstep: Class 7 contains 6030 members 
Mstep: Class 8 contains 212031 members 
Mstep: Class 9 contains 83348 members 
Mstep: Class 10 contains 38388 members 
Mstep: Class 11 contains 9143 members 
Mstep: Class 12 contains 44332 members 
Mstep: Class 13 contains 1259 members 
Mstep: Class 14 contains 10553 members 
Mstep: Class 15 contains 5136 members 
Mstep: Class 16 contains 215690 members 
Mstep: Class 17 contains 1274 members 
Mstep: Class 18 contains 3894 members 
Mstep: Class 19 contains 1171 members 
Mstep: Class 20 contains 10709 members 
Mstep: Class 21 contains 29402 members 
Mstep: Class 22 contains 200375 members 
Mstep: Class 23 contains 9271 members 
Mstep: Class 24 contains 16161 members 
Mstep: Class 25 contains 8049 members 
Mstep: Class 26 contains 1124 members 
Mstep: Class 27 contains 6866 members 
Mstep: Class 28 contains 9153 members 
Mstep: Class 29 contains 3961 members 
Mstep: Class 30 contains 388 members 
Mstep: Class 31 contains 4598 members 
Mstep: Class 32 contains 43924 members 
Mstep: Class 33 contains 1320 members 
Mstep: Class 34 contains 61807 members 
Mstep: Class 35 contains 2191 members 
Mstep: Class 36 contains 3314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155623856.000000 Penalty: 126091.726562
Iteration 167Q: 37 clusters Score -1.556239e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 24792 members 
Mstep: Class 2 contains 45857 members 
Mstep: Class 3 contains 3405 members 
Mstep: Class 4 contains 1791 members 
Mstep: Class 5 contains 238209 members 
Mstep: Class 6 contains 1317 members 
Mstep: Class 7 contains 6030 members 
Mstep: Class 8 contains 212024 members 
Mstep: Class 9 contains 83347 members 
Mstep: Class 10 contains 38395 members 
Mstep: Class 11 contains 9142 members 
Mstep: Class 12 contains 44332 members 
Mstep: Class 13 contains 1259 members 
Mstep: Class 14 contains 10553 members 
Mstep: Class 15 contains 5134 members 
Mstep: Class 16 contains 215686 members 
Mstep: Class 17 contains 1274 members 
Mstep: Class 18 contains 3894 members 
Mstep: Class 19 contains 1171 members 
Mstep: Class 20 contains 10708 members 
Mstep: Class 21 contains 29402 members 
Mstep: Class 22 contains 200372 members 
Mstep: Class 23 contains 9271 members 
Mstep: Class 24 contains 16164 members 
Mstep: Class 25 contains 8049 members 
Mstep: Class 26 contains 1124 members 
Mstep: Class 27 contains 6865 members 
Mstep: Class 28 contains 9153 members 
Mstep: Class 29 contains 3961 members 
Mstep: Class 30 contains 388 members 
Mstep: Class 31 contains 4598 members 
Mstep: Class 32 contains 43903 members 
Mstep: Class 33 contains 1320 members 
Mstep: Class 34 contains 61846 members 
Mstep: Class 35 contains 2191 members 
Mstep: Class 36 contains 3314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155623952.000000 Penalty: 126091.726562
Iteration 168Q: 37 clusters Score -1.55624e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 24793 members 
Mstep: Class 2 contains 45857 members 
Mstep: Class 3 contains 3405 members 
Mstep: Class 4 contains 1791 members 
Mstep: Class 5 contains 238191 members 
Mstep: Class 6 contains 1317 members 
Mstep: Class 7 contains 6030 members 
Mstep: Class 8 contains 212009 members 
Mstep: Class 9 contains 83345 members 
Mstep: Class 10 contains 38400 members 
Mstep: Class 11 contains 9144 members 
Mstep: Class 12 contains 44332 members 
Mstep: Class 13 contains 1259 members 
Mstep: Class 14 contains 10553 members 
Mstep: Class 15 contains 5132 members 
Mstep: Class 16 contains 215685 members 
Mstep: Class 17 contains 1274 members 
Mstep: Class 18 contains 3894 members 
Mstep: Class 19 contains 1171 members 
Mstep: Class 20 contains 10707 members 
Mstep: Class 21 contains 29402 members 
Mstep: Class 22 contains 200379 members 
Mstep: Class 23 contains 9271 members 
Mstep: Class 24 contains 16170 members 
Mstep: Class 25 contains 8049 members 
Mstep: Class 26 contains 1124 members 
Mstep: Class 27 contains 6865 members 
Mstep: Class 28 contains 9153 members 
Mstep: Class 29 contains 3962 members 
Mstep: Class 30 contains 388 members 
Mstep: Class 31 contains 4598 members 
Mstep: Class 32 contains 43885 members 
Mstep: Class 33 contains 1320 members 
Mstep: Class 34 contains 61881 members 
Mstep: Class 35 contains 2191 members 
Mstep: Class 36 contains 3314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155624000.000000 Penalty: 126091.726562
Iteration 169Q: 37 clusters Score -1.55624e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 24793 members 
Mstep: Class 2 contains 45857 members 
Mstep: Class 3 contains 3405 members 
Mstep: Class 4 contains 1791 members 
Mstep: Class 5 contains 238179 members 
Mstep: Class 6 contains 1317 members 
Mstep: Class 7 contains 6030 members 
Mstep: Class 8 contains 211997 members 
Mstep: Class 9 contains 83339 members 
Mstep: Class 10 contains 38408 members 
Mstep: Class 11 contains 9144 members 
Mstep: Class 12 contains 44332 members 
Mstep: Class 13 contains 1259 members 
Mstep: Class 14 contains 10553 members 
Mstep: Class 15 contains 5131 members 
Mstep: Class 16 contains 215684 members 
Mstep: Class 17 contains 1274 members 
Mstep: Class 18 contains 3894 members 
Mstep: Class 19 contains 1171 members 
Mstep: Class 20 contains 10707 members 
Mstep: Class 21 contains 29404 members 
Mstep: Class 22 contains 200384 members 
Mstep: Class 23 contains 9271 members 
Mstep: Class 24 contains 16176 members 
Mstep: Class 25 contains 8049 members 
Mstep: Class 26 contains 1124 members 
Mstep: Class 27 contains 6865 members 
Mstep: Class 28 contains 9153 members 
Mstep: Class 29 contains 3963 members 
Mstep: Class 30 contains 388 members 
Mstep: Class 31 contains 4598 members 
Mstep: Class 32 contains 43866 members 
Mstep: Class 33 contains 1320 members 
Mstep: Class 34 contains 61910 members 
Mstep: Class 35 contains 2191 members 
Mstep: Class 36 contains 3314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155623936.000000 Penalty: 126091.726562
Iteration 170Q: 37 clusters Score -1.556239e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 24793 members 
Mstep: Class 2 contains 45857 members 
Mstep: Class 3 contains 3405 members 
Mstep: Class 4 contains 1791 members 
Mstep: Class 5 contains 238173 members 
Mstep: Class 6 contains 1317 members 
Mstep: Class 7 contains 6030 members 
Mstep: Class 8 contains 211991 members 
Mstep: Class 9 contains 83329 members 
Mstep: Class 10 contains 38416 members 
Mstep: Class 11 contains 9147 members 
Mstep: Class 12 contains 44332 members 
Mstep: Class 13 contains 1259 members 
Mstep: Class 14 contains 10553 members 
Mstep: Class 15 contains 5129 members 
Mstep: Class 16 contains 215685 members 
Mstep: Class 17 contains 1274 members 
Mstep: Class 18 contains 3894 members 
Mstep: Class 19 contains 1171 members 
Mstep: Class 20 contains 10707 members 
Mstep: Class 21 contains 29405 members 
Mstep: Class 22 contains 200390 members 
Mstep: Class 23 contains 9271 members 
Mstep: Class 24 contains 16178 members 
Mstep: Class 25 contains 8049 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 6865 members 
Mstep: Class 28 contains 9153 members 
Mstep: Class 29 contains 3964 members 
Mstep: Class 30 contains 388 members 
Mstep: Class 31 contains 4598 members 
Mstep: Class 32 contains 43844 members 
Mstep: Class 33 contains 1320 members 
Mstep: Class 34 contains 61933 members 
Mstep: Class 35 contains 2191 members 
Mstep: Class 36 contains 3314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155623920.000000 Penalty: 126091.726562
Iteration 171Q: 37 clusters Score -1.556239e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 24793 members 
Mstep: Class 2 contains 45857 members 
Mstep: Class 3 contains 3405 members 
Mstep: Class 4 contains 1791 members 
Mstep: Class 5 contains 238168 members 
Mstep: Class 6 contains 1317 members 
Mstep: Class 7 contains 6031 members 
Mstep: Class 8 contains 211988 members 
Mstep: Class 9 contains 83326 members 
Mstep: Class 10 contains 38418 members 
Mstep: Class 11 contains 9149 members 
Mstep: Class 12 contains 44332 members 
Mstep: Class 13 contains 1259 members 
Mstep: Class 14 contains 10553 members 
Mstep: Class 15 contains 5127 members 
Mstep: Class 16 contains 215686 members 
Mstep: Class 17 contains 1274 members 
Mstep: Class 18 contains 3894 members 
Mstep: Class 19 contains 1171 members 
Mstep: Class 20 contains 10707 members 
Mstep: Class 21 contains 29406 members 
Mstep: Class 22 contains 200396 members 
Mstep: Class 23 contains 9271 members 
Mstep: Class 24 contains 16182 members 
Mstep: Class 25 contains 8049 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 6864 members 
Mstep: Class 28 contains 9153 members 
Mstep: Class 29 contains 3965 members 
Mstep: Class 30 contains 388 members 
Mstep: Class 31 contains 4598 members 
Mstep: Class 32 contains 43819 members 
Mstep: Class 33 contains 1320 members 
Mstep: Class 34 contains 61954 members 
Mstep: Class 35 contains 2191 members 
Mstep: Class 36 contains 3314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155624016.000000 Penalty: 126091.726562
Iteration 172Q: 37 clusters Score -1.55624e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 24793 members 
Mstep: Class 2 contains 45857 members 
Mstep: Class 3 contains 3405 members 
Mstep: Class 4 contains 1791 members 
Mstep: Class 5 contains 238163 members 
Mstep: Class 6 contains 1317 members 
Mstep: Class 7 contains 6032 members 
Mstep: Class 8 contains 211989 members 
Mstep: Class 9 contains 83323 members 
Mstep: Class 10 contains 38421 members 
Mstep: Class 11 contains 9149 members 
Mstep: Class 12 contains 44331 members 
Mstep: Class 13 contains 1259 members 
Mstep: Class 14 contains 10553 members 
Mstep: Class 15 contains 5125 members 
Mstep: Class 16 contains 215684 members 
Mstep: Class 17 contains 1274 members 
Mstep: Class 18 contains 3894 members 
Mstep: Class 19 contains 1171 members 
Mstep: Class 20 contains 10707 members 
Mstep: Class 21 contains 29409 members 
Mstep: Class 22 contains 200399 members 
Mstep: Class 23 contains 9271 members 
Mstep: Class 24 contains 16187 members 
Mstep: Class 25 contains 8049 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 6863 members 
Mstep: Class 28 contains 9153 members 
Mstep: Class 29 contains 3966 members 
Mstep: Class 30 contains 388 members 
Mstep: Class 31 contains 4598 members 
Mstep: Class 32 contains 43790 members 
Mstep: Class 33 contains 1320 members 
Mstep: Class 34 contains 61980 members 
Mstep: Class 35 contains 2191 members 
Mstep: Class 36 contains 3314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155623936.000000 Penalty: 126091.726562
Iteration 173Q: 37 clusters Score -1.556239e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 24793 members 
Mstep: Class 2 contains 45857 members 
Mstep: Class 3 contains 3405 members 
Mstep: Class 4 contains 1791 members 
Mstep: Class 5 contains 238157 members 
Mstep: Class 6 contains 1317 members 
Mstep: Class 7 contains 6033 members 
Mstep: Class 8 contains 211984 members 
Mstep: Class 9 contains 83323 members 
Mstep: Class 10 contains 38422 members 
Mstep: Class 11 contains 9150 members 
Mstep: Class 12 contains 44331 members 
Mstep: Class 13 contains 1259 members 
Mstep: Class 14 contains 10553 members 
Mstep: Class 15 contains 5122 members 
Mstep: Class 16 contains 215681 members 
Mstep: Class 17 contains 1274 members 
Mstep: Class 18 contains 3894 members 
Mstep: Class 19 contains 1171 members 
Mstep: Class 20 contains 10707 members 
Mstep: Class 21 contains 29411 members 
Mstep: Class 22 contains 200406 members 
Mstep: Class 23 contains 9272 members 
Mstep: Class 24 contains 16192 members 
Mstep: Class 25 contains 8049 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 6863 members 
Mstep: Class 28 contains 9153 members 
Mstep: Class 29 contains 3966 members 
Mstep: Class 30 contains 388 members 
Mstep: Class 31 contains 4598 members 
Mstep: Class 32 contains 43769 members 
Mstep: Class 33 contains 1320 members 
Mstep: Class 34 contains 62000 members 
Mstep: Class 35 contains 2191 members 
Mstep: Class 36 contains 3314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155623936.000000 Penalty: 126091.726562
Iteration 174Q: 37 clusters Score -1.556239e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 24793 members 
Mstep: Class 2 contains 45857 members 
Mstep: Class 3 contains 3405 members 
Mstep: Class 4 contains 1791 members 
Mstep: Class 5 contains 238149 members 
Mstep: Class 6 contains 1317 members 
Mstep: Class 7 contains 6034 members 
Mstep: Class 8 contains 211979 members 
Mstep: Class 9 contains 83322 members 
Mstep: Class 10 contains 38424 members 
Mstep: Class 11 contains 9151 members 
Mstep: Class 12 contains 44331 members 
Mstep: Class 13 contains 1259 members 
Mstep: Class 14 contains 10553 members 
Mstep: Class 15 contains 5122 members 
Mstep: Class 16 contains 215679 members 
Mstep: Class 17 contains 1274 members 
Mstep: Class 18 contains 3894 members 
Mstep: Class 19 contains 1171 members 
Mstep: Class 20 contains 10707 members 
Mstep: Class 21 contains 29410 members 
Mstep: Class 22 contains 200404 members 
Mstep: Class 23 contains 9271 members 
Mstep: Class 24 contains 16200 members 
Mstep: Class 25 contains 8049 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 6863 members 
Mstep: Class 28 contains 9153 members 
Mstep: Class 29 contains 3966 members 
Mstep: Class 30 contains 388 members 
Mstep: Class 31 contains 4598 members 
Mstep: Class 32 contains 43760 members 
Mstep: Class 33 contains 1320 members 
Mstep: Class 34 contains 62017 members 
Mstep: Class 35 contains 2191 members 
Mstep: Class 36 contains 3314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155624064.000000 Penalty: 126091.726562
Iteration 175Q: 37 clusters Score -1.556241e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 24793 members 
Mstep: Class 2 contains 45857 members 
Mstep: Class 3 contains 3405 members 
Mstep: Class 4 contains 1791 members 
Mstep: Class 5 contains 238139 members 
Mstep: Class 6 contains 1317 members 
Mstep: Class 7 contains 6034 members 
Mstep: Class 8 contains 211977 members 
Mstep: Class 9 contains 83320 members 
Mstep: Class 10 contains 38427 members 
Mstep: Class 11 contains 9151 members 
Mstep: Class 12 contains 44331 members 
Mstep: Class 13 contains 1259 members 
Mstep: Class 14 contains 10553 members 
Mstep: Class 15 contains 5122 members 
Mstep: Class 16 contains 215679 members 
Mstep: Class 17 contains 1274 members 
Mstep: Class 18 contains 3894 members 
Mstep: Class 19 contains 1171 members 
Mstep: Class 20 contains 10707 members 
Mstep: Class 21 contains 29407 members 
Mstep: Class 22 contains 200412 members 
Mstep: Class 23 contains 9270 members 
Mstep: Class 24 contains 16203 members 
Mstep: Class 25 contains 8049 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 6864 members 
Mstep: Class 28 contains 9153 members 
Mstep: Class 29 contains 3966 members 
Mstep: Class 30 contains 388 members 
Mstep: Class 31 contains 4598 members 
Mstep: Class 32 contains 43746 members 
Mstep: Class 33 contains 1320 members 
Mstep: Class 34 contains 62034 members 
Mstep: Class 35 contains 2191 members 
Mstep: Class 36 contains 3314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155624096.000000 Penalty: 126091.726562
Iteration 176Q: 37 clusters Score -1.556241e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 24793 members 
Mstep: Class 2 contains 45857 members 
Mstep: Class 3 contains 3405 members 
Mstep: Class 4 contains 1791 members 
Mstep: Class 5 contains 238124 members 
Mstep: Class 6 contains 1317 members 
Mstep: Class 7 contains 6033 members 
Mstep: Class 8 contains 211967 members 
Mstep: Class 9 contains 83320 members 
Mstep: Class 10 contains 38429 members 
Mstep: Class 11 contains 9151 members 
Mstep: Class 12 contains 44331 members 
Mstep: Class 13 contains 1259 members 
Mstep: Class 14 contains 10553 members 
Mstep: Class 15 contains 5121 members 
Mstep: Class 16 contains 215679 members 
Mstep: Class 17 contains 1274 members 
Mstep: Class 18 contains 3894 members 
Mstep: Class 19 contains 1171 members 
Mstep: Class 20 contains 10707 members 
Mstep: Class 21 contains 29408 members 
Mstep: Class 22 contains 200420 members 
Mstep: Class 23 contains 9270 members 
Mstep: Class 24 contains 16204 members 
Mstep: Class 25 contains 8049 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 6866 members 
Mstep: Class 28 contains 9153 members 
Mstep: Class 29 contains 3967 members 
Mstep: Class 30 contains 388 members 
Mstep: Class 31 contains 4598 members 
Mstep: Class 32 contains 43737 members 
Mstep: Class 33 contains 1320 members 
Mstep: Class 34 contains 62055 members 
Mstep: Class 35 contains 2191 members 
Mstep: Class 36 contains 3314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155624112.000000 Penalty: 126091.726562
Iteration 177Q: 37 clusters Score -1.556241e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 24793 members 
Mstep: Class 2 contains 45857 members 
Mstep: Class 3 contains 3405 members 
Mstep: Class 4 contains 1791 members 
Mstep: Class 5 contains 238113 members 
Mstep: Class 6 contains 1317 members 
Mstep: Class 7 contains 6033 members 
Mstep: Class 8 contains 211963 members 
Mstep: Class 9 contains 83320 members 
Mstep: Class 10 contains 38428 members 
Mstep: Class 11 contains 9151 members 
Mstep: Class 12 contains 44331 members 
Mstep: Class 13 contains 1259 members 
Mstep: Class 14 contains 10553 members 
Mstep: Class 15 contains 5121 members 
Mstep: Class 16 contains 215679 members 
Mstep: Class 17 contains 1274 members 
Mstep: Class 18 contains 3894 members 
Mstep: Class 19 contains 1171 members 
Mstep: Class 20 contains 10706 members 
Mstep: Class 21 contains 29409 members 
Mstep: Class 22 contains 200426 members 
Mstep: Class 23 contains 9269 members 
Mstep: Class 24 contains 16205 members 
Mstep: Class 25 contains 8049 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 6868 members 
Mstep: Class 28 contains 9153 members 
Mstep: Class 29 contains 3967 members 
Mstep: Class 30 contains 388 members 
Mstep: Class 31 contains 4598 members 
Mstep: Class 32 contains 43729 members 
Mstep: Class 33 contains 1320 members 
Mstep: Class 34 contains 62071 members 
Mstep: Class 35 contains 2191 members 
Mstep: Class 36 contains 3314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155624160.000000 Penalty: 126091.726562
Iteration 178Q: 37 clusters Score -1.556242e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 24793 members 
Mstep: Class 2 contains 45857 members 
Mstep: Class 3 contains 3405 members 
Mstep: Class 4 contains 1791 members 
Mstep: Class 5 contains 238100 members 
Mstep: Class 6 contains 1317 members 
Mstep: Class 7 contains 6033 members 
Mstep: Class 8 contains 211957 members 
Mstep: Class 9 contains 83319 members 
Mstep: Class 10 contains 38428 members 
Mstep: Class 11 contains 9151 members 
Mstep: Class 12 contains 44331 members 
Mstep: Class 13 contains 1259 members 
Mstep: Class 14 contains 10553 members 
Mstep: Class 15 contains 5121 members 
Mstep: Class 16 contains 215679 members 
Mstep: Class 17 contains 1274 members 
Mstep: Class 18 contains 3895 members 
Mstep: Class 19 contains 1171 members 
Mstep: Class 20 contains 10707 members 
Mstep: Class 21 contains 29409 members 
Mstep: Class 22 contains 200433 members 
Mstep: Class 23 contains 9269 members 
Mstep: Class 24 contains 16205 members 
Mstep: Class 25 contains 8049 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 6868 members 
Mstep: Class 28 contains 9153 members 
Mstep: Class 29 contains 3967 members 
Mstep: Class 30 contains 388 members 
Mstep: Class 31 contains 4598 members 
Mstep: Class 32 contains 43730 members 
Mstep: Class 33 contains 1320 members 
Mstep: Class 34 contains 62081 members 
Mstep: Class 35 contains 2191 members 
Mstep: Class 36 contains 3314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155624128.000000 Penalty: 126091.726562
Iteration 179Q: 37 clusters Score -1.556241e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 24792 members 
Mstep: Class 2 contains 45857 members 
Mstep: Class 3 contains 3405 members 
Mstep: Class 4 contains 1791 members 
Mstep: Class 5 contains 238094 members 
Mstep: Class 6 contains 1317 members 
Mstep: Class 7 contains 6034 members 
Mstep: Class 8 contains 211951 members 
Mstep: Class 9 contains 83318 members 
Mstep: Class 10 contains 38429 members 
Mstep: Class 11 contains 9151 members 
Mstep: Class 12 contains 44331 members 
Mstep: Class 13 contains 1259 members 
Mstep: Class 14 contains 10553 members 
Mstep: Class 15 contains 5121 members 
Mstep: Class 16 contains 215680 members 
Mstep: Class 17 contains 1274 members 
Mstep: Class 18 contains 3894 members 
Mstep: Class 19 contains 1171 members 
Mstep: Class 20 contains 10707 members 
Mstep: Class 21 contains 29409 members 
Mstep: Class 22 contains 200434 members 
Mstep: Class 23 contains 9269 members 
Mstep: Class 24 contains 16206 members 
Mstep: Class 25 contains 8049 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 6869 members 
Mstep: Class 28 contains 9153 members 
Mstep: Class 29 contains 3967 members 
Mstep: Class 30 contains 388 members 
Mstep: Class 31 contains 4598 members 
Mstep: Class 32 contains 43732 members 
Mstep: Class 33 contains 1320 members 
Mstep: Class 34 contains 62088 members 
Mstep: Class 35 contains 2191 members 
Mstep: Class 36 contains 3314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155624128.000000 Penalty: 126091.726562
Iteration 180F: 37 clusters Score -1.556241e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 24790 members 
Mstep: Class 2 contains 45857 members 
Mstep: Class 3 contains 3405 members 
Mstep: Class 4 contains 1791 members 
Mstep: Class 5 contains 238092 members 
Mstep: Class 6 contains 1317 members 
Mstep: Class 7 contains 6035 members 
Mstep: Class 8 contains 211945 members 
Mstep: Class 9 contains 83318 members 
Mstep: Class 10 contains 38429 members 
Mstep: Class 11 contains 9151 members 
Mstep: Class 12 contains 44331 members 
Mstep: Class 13 contains 1259 members 
Mstep: Class 14 contains 10553 members 
Mstep: Class 15 contains 5121 members 
Mstep: Class 16 contains 215680 members 
Mstep: Class 17 contains 1274 members 
Mstep: Class 18 contains 3893 members 
Mstep: Class 19 contains 1171 members 
Mstep: Class 20 contains 10707 members 
Mstep: Class 21 contains 29408 members 
Mstep: Class 22 contains 200433 members 
Mstep: Class 23 contains 9269 members 
Mstep: Class 24 contains 16207 members 
Mstep: Class 25 contains 8049 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 6870 members 
Mstep: Class 28 contains 9153 members 
Mstep: Class 29 contains 3967 members 
Mstep: Class 30 contains 388 members 
Mstep: Class 31 contains 4598 members 
Mstep: Class 32 contains 43734 members 
Mstep: Class 33 contains 1320 members 
Mstep: Class 34 contains 62096 members 
Mstep: Class 35 contains 2191 members 
Mstep: Class 36 contains 3314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155624144.000000 Penalty: 126091.726562
Iteration 181Q: 37 clusters Score -1.556241e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 24790 members 
Mstep: Class 2 contains 45857 members 
Mstep: Class 3 contains 3405 members 
Mstep: Class 4 contains 1791 members 
Mstep: Class 5 contains 238092 members 
Mstep: Class 6 contains 1317 members 
Mstep: Class 7 contains 6035 members 
Mstep: Class 8 contains 211945 members 
Mstep: Class 9 contains 83318 members 
Mstep: Class 10 contains 38429 members 
Mstep: Class 11 contains 9151 members 
Mstep: Class 12 contains 44331 members 
Mstep: Class 13 contains 1259 members 
Mstep: Class 14 contains 10553 members 
Mstep: Class 15 contains 5121 members 
Mstep: Class 16 contains 215680 members 
Mstep: Class 17 contains 1274 members 
Mstep: Class 18 contains 3893 members 
Mstep: Class 19 contains 1171 members 
Mstep: Class 20 contains 10707 members 
Mstep: Class 21 contains 29408 members 
Mstep: Class 22 contains 200432 members 
Mstep: Class 23 contains 9269 members 
Mstep: Class 24 contains 16208 members 
Mstep: Class 25 contains 8049 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 6870 members 
Mstep: Class 28 contains 9153 members 
Mstep: Class 29 contains 3967 members 
Mstep: Class 30 contains 388 members 
Mstep: Class 31 contains 4598 members 
Mstep: Class 32 contains 43734 members 
Mstep: Class 33 contains 1320 members 
Mstep: Class 34 contains 62096 members 
Mstep: Class 35 contains 2191 members 
Mstep: Class 36 contains 3314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155624160.000000 Penalty: 126091.726562
Iteration 182Q: 37 clusters Score -1.556242e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 24790 members 
Mstep: Class 2 contains 45857 members 
Mstep: Class 3 contains 3405 members 
Mstep: Class 4 contains 1791 members 
Mstep: Class 5 contains 238092 members 
Mstep: Class 6 contains 1317 members 
Mstep: Class 7 contains 6035 members 
Mstep: Class 8 contains 211945 members 
Mstep: Class 9 contains 83318 members 
Mstep: Class 10 contains 38429 members 
Mstep: Class 11 contains 9151 members 
Mstep: Class 12 contains 44331 members 
Mstep: Class 13 contains 1259 members 
Mstep: Class 14 contains 10553 members 
Mstep: Class 15 contains 5121 members 
Mstep: Class 16 contains 215680 members 
Mstep: Class 17 contains 1274 members 
Mstep: Class 18 contains 3893 members 
Mstep: Class 19 contains 1171 members 
Mstep: Class 20 contains 10707 members 
Mstep: Class 21 contains 29408 members 
Mstep: Class 22 contains 200432 members 
Mstep: Class 23 contains 9269 members 
Mstep: Class 24 contains 16208 members 
Mstep: Class 25 contains 8049 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 6870 members 
Mstep: Class 28 contains 9153 members 
Mstep: Class 29 contains 3967 members 
Mstep: Class 30 contains 388 members 
Mstep: Class 31 contains 4598 members 
Mstep: Class 32 contains 43734 members 
Mstep: Class 33 contains 1320 members 
Mstep: Class 34 contains 62096 members 
Mstep: Class 35 contains 2191 members 
Mstep: Class 36 contains 3314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155624160.000000 Penalty: 126091.726562
Iteration 183F: 37 clusters Score -1.556242e+08 nChanged 0
Entering ConstructFrom: 
Score: -155624160.000000 Penalty: 126091.726562
Entering ConstructFrom: 
Trying to split cluster 1 (24790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24790 members 
Entering Unmasked Estep 
Score: -2892990.250000 Penalty: 2509.312500
	Iteration 0F: 2 clusters Score -2892990 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -2875836.000000 Penalty: 5018.625000
	Iteration 0F: 3 clusters Score -2875836 nChanged 10999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13069 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -2881688.750000 Penalty: 5018.625000
	Iteration 1F: 3 clusters Score -2881689 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13407 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -2882132.000000 Penalty: 5018.625000
	Iteration 2F: 3 clusters Score -2882132 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13817 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -2882534.750000 Penalty: 5018.625000
	Iteration 3Q: 3 clusters Score -2882535 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14380 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -2882953.500000 Penalty: 5018.625000
	Iteration 4Q: 3 clusters Score -2882954 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15113 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -2883414.250000 Penalty: 5018.625000
	Iteration 5Q: 3 clusters Score -2883414 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16043 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -2884003.500000 Penalty: 5018.625000
	Iteration 6Q: 3 clusters Score -2884004 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17193 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -2884764.250000 Penalty: 5018.625000
	Iteration 7F: 3 clusters Score -2884764 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18534 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -2885727.250000 Penalty: 5018.625000
	Iteration 8F: 3 clusters Score -2885727 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20019 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -2886932.250000 Penalty: 5018.625000
	Iteration 9F: 3 clusters Score -2886932 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21361 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -2888137.250000 Penalty: 5018.625000
	Iteration 10F: 3 clusters Score -2888137 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22391 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -2889091.750000 Penalty: 5018.625000
	Iteration 11Q: 3 clusters Score -2889092 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23091 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -2889766.000000 Penalty: 5018.625000
	Iteration 12Q: 3 clusters Score -2889766 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23505 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -2890194.250000 Penalty: 5018.625000
	Iteration 13Q: 3 clusters Score -2890194 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23733 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -2890462.250000 Penalty: 5018.625000
	Iteration 14Q: 3 clusters Score -2890462 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23851 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -2890624.250000 Penalty: 5018.625000
	Iteration 15Q: 3 clusters Score -2890624 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23936 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -2890719.000000 Penalty: 5018.625000
	Iteration 16Q: 3 clusters Score -2890719 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23986 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -2890781.500000 Penalty: 5018.625000
	Iteration 17Q: 3 clusters Score -2890782 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24029 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -2890834.000000 Penalty: 5018.625000
	Iteration 18Q: 3 clusters Score -2890834 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24055 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -2890868.000000 Penalty: 5018.625000
	Iteration 19Q: 3 clusters Score -2890868 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24067 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -2890883.250000 Penalty: 5018.625000
	Iteration 20F: 3 clusters Score -2890883 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24076 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -2890901.000000 Penalty: 5018.625000
	Iteration 21Q: 3 clusters Score -2890901 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24089 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -2890911.500000 Penalty: 5018.625000
	Iteration 22Q: 3 clusters Score -2890912 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24095 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -2890916.000000 Penalty: 5018.625000
	Iteration 23Q: 3 clusters Score -2890916 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24104 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -2890925.500000 Penalty: 5018.625000
	Iteration 24Q: 3 clusters Score -2890926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24109 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -2890931.500000 Penalty: 5018.625000
	Iteration 25Q: 3 clusters Score -2890932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24109 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -2890934.500000 Penalty: 5018.625000
	Iteration 26Q: 3 clusters Score -2890934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24111 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -2890935.750000 Penalty: 5018.625000
	Iteration 27Q: 3 clusters Score -2890936 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24111 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -2890935.750000 Penalty: 5018.625000
	Iteration 28F: 3 clusters Score -2890936 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (45857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45857 members 
Entering Unmasked Estep 
Score: -5220131.500000 Penalty: 2661.854248
	Iteration 0F: 2 clusters Score -5220132 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22985 members 
Mstep: Class 2 contains 22872 members 
Entering Unmasked Estep 
Score: -5189264.000000 Penalty: 5323.708496
	Iteration 0F: 3 clusters Score -5189264 nChanged 21096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23703 members 
Mstep: Class 2 contains 22154 members 
Entering Unmasked Estep 
Score: -5200820.000000 Penalty: 5323.708496
	Iteration 1F: 3 clusters Score -5200820 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24117 members 
Mstep: Class 2 contains 21740 members 
Entering Unmasked Estep 
Score: -5201372.500000 Penalty: 5323.708496
	Iteration 2Q: 3 clusters Score -5201372 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24815 members 
Mstep: Class 2 contains 21042 members 
Entering Unmasked Estep 
Score: -5202004.000000 Penalty: 5323.708496
	Iteration 3Q: 3 clusters Score -5202004 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25828 members 
Mstep: Class 2 contains 20029 members 
Entering Unmasked Estep 
Score: -5202738.000000 Penalty: 5323.708496
	Iteration 4Q: 3 clusters Score -5202738 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27309 members 
Mstep: Class 2 contains 18548 members 
Entering Unmasked Estep 
Score: -5203781.000000 Penalty: 5323.708496
	Iteration 5Q: 3 clusters Score -5203781 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29241 members 
Mstep: Class 2 contains 16616 members 
Entering Unmasked Estep 
Score: -5205282.500000 Penalty: 5323.708496
	Iteration 6F: 3 clusters Score -5205282 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31552 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -5207117.000000 Penalty: 5323.708496
	Iteration 7F: 3 clusters Score -5207117 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34078 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
Score: -5209288.500000 Penalty: 5323.708496
	Iteration 8F: 3 clusters Score -5209288 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36498 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -5211550.500000 Penalty: 5323.708496
	Iteration 9F: 3 clusters Score -5211550 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38633 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -5213864.500000 Penalty: 5323.708496
	Iteration 10F: 3 clusters Score -5213864 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40243 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -5215848.500000 Penalty: 5323.708496
	Iteration 11Q: 3 clusters Score -5215848 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41183 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -5217276.000000 Penalty: 5323.708496
	Iteration 12Q: 3 clusters Score -5217276 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41591 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -5218215.500000 Penalty: 5323.708496
	Iteration 13Q: 3 clusters Score -5218216 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41796 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -5218837.500000 Penalty: 5323.708496
	Iteration 14Q: 3 clusters Score -5218838 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41934 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -5219171.000000 Penalty: 5323.708496
	Iteration 15Q: 3 clusters Score -5219171 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41994 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -5219333.000000 Penalty: 5323.708496
	Iteration 16Q: 3 clusters Score -5219333 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42046 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -5219433.500000 Penalty: 5323.708496
	Iteration 17Q: 3 clusters Score -5219434 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42072 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -5219492.000000 Penalty: 5323.708496
	Iteration 18Q: 3 clusters Score -5219492 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42071 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -5219528.500000 Penalty: 5323.708496
	Iteration 19Q: 3 clusters Score -5219528 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42075 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -5219555.000000 Penalty: 5323.708496
	Iteration 20F: 3 clusters Score -5219555 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42099 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -5219567.500000 Penalty: 5323.708496
	Iteration 21Q: 3 clusters Score -5219568 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42120 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -5219583.000000 Penalty: 5323.708496
	Iteration 22Q: 3 clusters Score -5219583 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42119 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -5219588.500000 Penalty: 5323.708496
	Iteration 23Q: 3 clusters Score -5219588 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42121 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -5219584.000000 Penalty: 5323.708496
	Iteration 24Q: 3 clusters Score -5219584 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42126 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -5219583.500000 Penalty: 5323.708496
	Iteration 25Q: 3 clusters Score -5219584 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42131 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -5219586.500000 Penalty: 5323.708496
	Iteration 26Q: 3 clusters Score -5219586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42131 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -5219586.000000 Penalty: 5323.708496
	Iteration 27Q: 3 clusters Score -5219586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42131 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -5219589.000000 Penalty: 5323.708496
	Iteration 28Q: 3 clusters Score -5219589 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42132 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -5219588.500000 Penalty: 5323.708496
	Iteration 29Q: 3 clusters Score -5219588 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42132 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -5219588.500000 Penalty: 5323.708496
	Iteration 30F: 3 clusters Score -5219588 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Entering Unmasked Estep 
Score: -399005.656250 Penalty: 2016.984131
	Iteration 0F: 2 clusters Score -399005.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -395509.312500 Penalty: 4033.968262
	Iteration 0F: 3 clusters Score -395509.3 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -396286.375000 Penalty: 4033.968262
	Iteration 1F: 3 clusters Score -396286.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -396479.468750 Penalty: 4033.968262
	Iteration 2F: 3 clusters Score -396479.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -396613.312500 Penalty: 4033.968262
	Iteration 3Q: 3 clusters Score -396613.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -396727.093750 Penalty: 4033.968262
	Iteration 4Q: 3 clusters Score -396727.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -396803.093750 Penalty: 4033.968262
	Iteration 5Q: 3 clusters Score -396803.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -396857.875000 Penalty: 4033.968262
	Iteration 6Q: 3 clusters Score -396857.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -396903.812500 Penalty: 4033.968262
	Iteration 7Q: 3 clusters Score -396903.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -396940.406250 Penalty: 4033.968262
	Iteration 8Q: 3 clusters Score -396940.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -396967.343750 Penalty: 4033.968262
	Iteration 9Q: 3 clusters Score -396967.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -396986.093750 Penalty: 4033.968262
	Iteration 10Q: 3 clusters Score -396986.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -396997.968750 Penalty: 4033.968262
	Iteration 11Q: 3 clusters Score -396998 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -397008.343750 Penalty: 4033.968262
	Iteration 12Q: 3 clusters Score -397008.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -397028.343750 Penalty: 4033.968262
	Iteration 13Q: 3 clusters Score -397028.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -397063.343750 Penalty: 4033.968262
	Iteration 14Q: 3 clusters Score -397063.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -397103.312500 Penalty: 4033.968262
	Iteration 15Q: 3 clusters Score -397103.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -397151.343750 Penalty: 4033.968262
	Iteration 16Q: 3 clusters Score -397151.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -397188.875000 Penalty: 4033.968262
	Iteration 17Q: 3 clusters Score -397188.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -397221.250000 Penalty: 4033.968262
	Iteration 18Q: 3 clusters Score -397221.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -397241.156250 Penalty: 4033.968262
	Iteration 19Q: 3 clusters Score -397241.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -397256.906250 Penalty: 4033.968262
	Iteration 20F: 3 clusters Score -397256.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -397271.750000 Penalty: 4033.968262
	Iteration 21Q: 3 clusters Score -397271.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -397283.750000 Penalty: 4033.968262
	Iteration 22Q: 3 clusters Score -397283.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -397298.593750 Penalty: 4033.968262
	Iteration 23Q: 3 clusters Score -397298.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -397313.218750 Penalty: 4033.968262
	Iteration 24Q: 3 clusters Score -397313.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -397328.687500 Penalty: 4033.968262
	Iteration 25Q: 3 clusters Score -397328.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -397348.125000 Penalty: 4033.968262
	Iteration 26Q: 3 clusters Score -397348.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -397370.937500 Penalty: 4033.968262
	Iteration 27Q: 3 clusters Score -397370.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -397382.187500 Penalty: 4033.968262
	Iteration 28Q: 3 clusters Score -397382.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -397392.687500 Penalty: 4033.968262
	Iteration 29Q: 3 clusters Score -397392.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -397402.937500 Penalty: 4033.968262
	Iteration 30Q: 3 clusters Score -397402.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -397412.625000 Penalty: 4033.968262
	Iteration 31Q: 3 clusters Score -397412.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -397421.656250 Penalty: 4033.968262
	Iteration 32Q: 3 clusters Score -397421.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -397433.687500 Penalty: 4033.968262
	Iteration 33Q: 3 clusters Score -397433.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -397439.093750 Penalty: 4033.968262
	Iteration 34Q: 3 clusters Score -397439.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -397446.437500 Penalty: 4033.968262
	Iteration 35Q: 3 clusters Score -397446.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -397458.406250 Penalty: 4033.968262
	Iteration 36Q: 3 clusters Score -397458.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -397471.375000 Penalty: 4033.968262
	Iteration 37Q: 3 clusters Score -397471.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -397483.062500 Penalty: 4033.968262
	Iteration 38Q: 3 clusters Score -397483.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -397488.406250 Penalty: 4033.968262
	Iteration 39Q: 3 clusters Score -397488.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -397492.312500 Penalty: 4033.968262
	Iteration 40F: 3 clusters Score -397492.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -397497.843750 Penalty: 4033.968262
	Iteration 41Q: 3 clusters Score -397497.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -397504.906250 Penalty: 4033.968262
	Iteration 42Q: 3 clusters Score -397504.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -397510.156250 Penalty: 4033.968262
	Iteration 43Q: 3 clusters Score -397510.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -397515.125000 Penalty: 4033.968262
	Iteration 44Q: 3 clusters Score -397515.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -397520.312500 Penalty: 4033.968262
	Iteration 45Q: 3 clusters Score -397520.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -397525.812500 Penalty: 4033.968262
	Iteration 46Q: 3 clusters Score -397525.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -397528.625000 Penalty: 4033.968262
	Iteration 47Q: 3 clusters Score -397528.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -397531.343750 Penalty: 4033.968262
	Iteration 48Q: 3 clusters Score -397531.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -397534.312500 Penalty: 4033.968262
	Iteration 49Q: 3 clusters Score -397534.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -397539.187500 Penalty: 4033.968262
	Iteration 50Q: 3 clusters Score -397539.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -397541.031250 Penalty: 4033.968262
	Iteration 51Q: 3 clusters Score -397541 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -397543.656250 Penalty: 4033.968262
	Iteration 52Q: 3 clusters Score -397543.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -397547.031250 Penalty: 4033.968262
	Iteration 53Q: 3 clusters Score -397547 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -397549.625000 Penalty: 4033.968262
	Iteration 54Q: 3 clusters Score -397549.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -397552.781250 Penalty: 4033.968262
	Iteration 55Q: 3 clusters Score -397552.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -397555.968750 Penalty: 4033.968262
	Iteration 56Q: 3 clusters Score -397556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -397557.875000 Penalty: 4033.968262
	Iteration 57Q: 3 clusters Score -397557.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -397557.531250 Penalty: 4033.968262
	Iteration 58Q: 3 clusters Score -397557.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -397558.906250 Penalty: 4033.968262
	Iteration 59Q: 3 clusters Score -397558.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -397560.312500 Penalty: 4033.968262
	Iteration 60F: 3 clusters Score -397560.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -397561.500000 Penalty: 4033.968262
	Iteration 61Q: 3 clusters Score -397561.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -397562.593750 Penalty: 4033.968262
	Iteration 62Q: 3 clusters Score -397562.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -397563.812500 Penalty: 4033.968262
	Iteration 63Q: 3 clusters Score -397563.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -397564.562500 Penalty: 4033.968262
	Iteration 64Q: 3 clusters Score -397564.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -397565.406250 Penalty: 4033.968262
	Iteration 65Q: 3 clusters Score -397565.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -397566.875000 Penalty: 4033.968262
	Iteration 66Q: 3 clusters Score -397566.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -397568.500000 Penalty: 4033.968262
	Iteration 67Q: 3 clusters Score -397568.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -397568.937500 Penalty: 4033.968262
	Iteration 68Q: 3 clusters Score -397568.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -397570.750000 Penalty: 4033.968262
	Iteration 69Q: 3 clusters Score -397570.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -397574.000000 Penalty: 4033.968262
	Iteration 70Q: 3 clusters Score -397574 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -397575.562500 Penalty: 4033.968262
	Iteration 71Q: 3 clusters Score -397575.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -397577.187500 Penalty: 4033.968262
	Iteration 72Q: 3 clusters Score -397577.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -397579.500000 Penalty: 4033.968262
	Iteration 73Q: 3 clusters Score -397579.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -397583.218750 Penalty: 4033.968262
	Iteration 74Q: 3 clusters Score -397583.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -397591.750000 Penalty: 4033.968262
	Iteration 75Q: 3 clusters Score -397591.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -397596.968750 Penalty: 4033.968262
	Iteration 76Q: 3 clusters Score -397597 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -397603.781250 Penalty: 4033.968262
	Iteration 77Q: 3 clusters Score -397603.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -397612.562500 Penalty: 4033.968262
	Iteration 78Q: 3 clusters Score -397612.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -397627.781250 Penalty: 4033.968262
	Iteration 79Q: 3 clusters Score -397627.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -397655.375000 Penalty: 4033.968262
	Iteration 80F: 3 clusters Score -397655.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -397681.656250 Penalty: 4033.968262
	Iteration 81Q: 3 clusters Score -397681.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -397710.062500 Penalty: 4033.968262
	Iteration 82Q: 3 clusters Score -397710.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -397754.625000 Penalty: 4033.968262
	Iteration 83Q: 3 clusters Score -397754.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -397837.281250 Penalty: 4033.968262
	Iteration 84Q: 3 clusters Score -397837.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -397957.687500 Penalty: 4033.968262
	Iteration 85Q: 3 clusters Score -397957.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -398099.687500 Penalty: 4033.968262
	Iteration 86Q: 3 clusters Score -398099.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -398195.593750 Penalty: 4033.968262
	Iteration 87Q: 3 clusters Score -398195.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -398223.093750 Penalty: 4033.968262
	Iteration 88Q: 3 clusters Score -398223.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -398233.156250 Penalty: 4033.968262
	Iteration 89Q: 3 clusters Score -398233.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -398237.156250 Penalty: 4033.968262
	Iteration 90Q: 3 clusters Score -398237.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -398238.125000 Penalty: 4033.968262
	Iteration 91Q: 3 clusters Score -398238.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -398238.125000 Penalty: 4033.968262
	Iteration 92F: 3 clusters Score -398238.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Entering Unmasked Estep 
Score: -203914.015625 Penalty: 1857.651367
	Iteration 0F: 2 clusters Score -203914 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -201433.109375 Penalty: 3715.302734
	Iteration 0F: 3 clusters Score -201433.1 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -201829.781250 Penalty: 3715.302734
	Iteration 1F: 3 clusters Score -201829.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -201928.093750 Penalty: 3715.302734
	Iteration 2F: 3 clusters Score -201928.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -201985.265625 Penalty: 3715.302734
	Iteration 3Q: 3 clusters Score -201985.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -202023.421875 Penalty: 3715.302734
	Iteration 4Q: 3 clusters Score -202023.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -202040.765625 Penalty: 3715.302734
	Iteration 5Q: 3 clusters Score -202040.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -202057.359375 Penalty: 3715.302734
	Iteration 6Q: 3 clusters Score -202057.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -202075.625000 Penalty: 3715.302734
	Iteration 7Q: 3 clusters Score -202075.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -202085.187500 Penalty: 3715.302734
	Iteration 8Q: 3 clusters Score -202085.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -202095.640625 Penalty: 3715.302734
	Iteration 9Q: 3 clusters Score -202095.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -202102.234375 Penalty: 3715.302734
	Iteration 10Q: 3 clusters Score -202102.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -202112.640625 Penalty: 3715.302734
	Iteration 11Q: 3 clusters Score -202112.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -202127.031250 Penalty: 3715.302734
	Iteration 12Q: 3 clusters Score -202127 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -202140.421875 Penalty: 3715.302734
	Iteration 13Q: 3 clusters Score -202140.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -202152.250000 Penalty: 3715.302734
	Iteration 14Q: 3 clusters Score -202152.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -202163.796875 Penalty: 3715.302734
	Iteration 15Q: 3 clusters Score -202163.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -202173.531250 Penalty: 3715.302734
	Iteration 16Q: 3 clusters Score -202173.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -202179.140625 Penalty: 3715.302734
	Iteration 17Q: 3 clusters Score -202179.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -202182.703125 Penalty: 3715.302734
	Iteration 18Q: 3 clusters Score -202182.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -202183.390625 Penalty: 3715.302734
	Iteration 19Q: 3 clusters Score -202183.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -202184.062500 Penalty: 3715.302734
	Iteration 20F: 3 clusters Score -202184.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -202184.703125 Penalty: 3715.302734
	Iteration 21Q: 3 clusters Score -202184.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -202184.703125 Penalty: 3715.302734
	Iteration 22F: 3 clusters Score -202184.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (238092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238092 members 
Entering Unmasked Estep 
Score: -28114320.000000 Penalty: 3070.342285
	Iteration 0F: 2 clusters Score -2.811432e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118772 members 
Mstep: Class 2 contains 119320 members 
Entering Unmasked Estep 
Score: -27962546.000000 Penalty: 6140.684570
	Iteration 0F: 3 clusters Score -2.796255e+07 nChanged 114924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114732 members 
Mstep: Class 2 contains 123360 members 
Entering Unmasked Estep 
Score: -28030620.000000 Penalty: 6140.684570
	Iteration 1F: 3 clusters Score -2.803062e+07 nChanged 6325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112445 members 
Mstep: Class 2 contains 125647 members 
Entering Unmasked Estep 
Score: -28031758.000000 Penalty: 6140.684570
	Iteration 2Q: 3 clusters Score -2.803176e+07 nChanged 6922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108913 members 
Mstep: Class 2 contains 129179 members 
Entering Unmasked Estep 
Score: -28033718.000000 Penalty: 6140.684570
	Iteration 3Q: 3 clusters Score -2.803372e+07 nChanged 8180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103571 members 
Mstep: Class 2 contains 134521 members 
Entering Unmasked Estep 
Score: -28036392.000000 Penalty: 6140.684570
	Iteration 4Q: 3 clusters Score -2.803639e+07 nChanged 9922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95703 members 
Mstep: Class 2 contains 142389 members 
Entering Unmasked Estep 
Score: -28041220.000000 Penalty: 6140.684570
	Iteration 5Q: 3 clusters Score -2.804122e+07 nChanged 12452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84637 members 
Mstep: Class 2 contains 153455 members 
Entering Unmasked Estep 
Score: -28048768.000000 Penalty: 6140.684570
	Iteration 6F: 3 clusters Score -2.804877e+07 nChanged 15287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70158 members 
Mstep: Class 2 contains 167934 members 
Entering Unmasked Estep 
Score: -28059734.000000 Penalty: 6140.684570
	Iteration 7F: 3 clusters Score -2.805973e+07 nChanged 17377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53199 members 
Mstep: Class 2 contains 184893 members 
Entering Unmasked Estep 
Score: -28073436.000000 Penalty: 6140.684570
	Iteration 8F: 3 clusters Score -2.807344e+07 nChanged 16648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36765 members 
Mstep: Class 2 contains 201327 members 
Entering Unmasked Estep 
Score: -28086396.000000 Penalty: 6140.684570
	Iteration 9F: 3 clusters Score -2.80864e+07 nChanged 13418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23429 members 
Mstep: Class 2 contains 214663 members 
Entering Unmasked Estep 
Score: -28096524.000000 Penalty: 6140.684570
	Iteration 10F: 3 clusters Score -2.809652e+07 nChanged 9415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14042 members 
Mstep: Class 2 contains 224050 members 
Entering Unmasked Estep 
Score: -28102910.000000 Penalty: 6140.684570
	Iteration 11Q: 3 clusters Score -2.810291e+07 nChanged 5931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 229963 members 
Entering Unmasked Estep 
Score: -28106682.000000 Penalty: 6140.684570
	Iteration 12Q: 3 clusters Score -2.810668e+07 nChanged 3423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 233384 members 
Entering Unmasked Estep 
Score: -28108916.000000 Penalty: 6140.684570
	Iteration 13Q: 3 clusters Score -2.810892e+07 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 235254 members 
Entering Unmasked Estep 
Score: -28110036.000000 Penalty: 6140.684570
	Iteration 14Q: 3 clusters Score -2.811004e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 236234 members 
Entering Unmasked Estep 
Score: -28110712.000000 Penalty: 6140.684570
	Iteration 15Q: 3 clusters Score -2.811071e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 236737 members 
Entering Unmasked Estep 
Score: -28111070.000000 Penalty: 6140.684570
	Iteration 16Q: 3 clusters Score -2.811107e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 237032 members 
Entering Unmasked Estep 
Score: -28111238.000000 Penalty: 6140.684570
	Iteration 17Q: 3 clusters Score -2.811124e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 237188 members 
Entering Unmasked Estep 
Score: -28111376.000000 Penalty: 6140.684570
	Iteration 18Q: 3 clusters Score -2.811138e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 237287 members 
Entering Unmasked Estep 
Score: -28111458.000000 Penalty: 6140.684570
	Iteration 19Q: 3 clusters Score -2.811146e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 237335 members 
Entering Unmasked Estep 
Score: -28111476.000000 Penalty: 6140.684570
	Iteration 20F: 3 clusters Score -2.811148e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 237369 members 
Entering Unmasked Estep 
Score: -28111494.000000 Penalty: 6140.684570
	Iteration 21Q: 3 clusters Score -2.811149e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 237402 members 
Entering Unmasked Estep 
Score: -28111524.000000 Penalty: 6140.684570
	Iteration 22Q: 3 clusters Score -2.811152e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 237431 members 
Entering Unmasked Estep 
Score: -28111522.000000 Penalty: 6140.684570
	Iteration 23Q: 3 clusters Score -2.811152e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 237446 members 
Entering Unmasked Estep 
Score: -28111566.000000 Penalty: 6140.684570
	Iteration 24Q: 3 clusters Score -2.811157e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 237456 members 
Entering Unmasked Estep 
Score: -28111580.000000 Penalty: 6140.684570
	Iteration 25Q: 3 clusters Score -2.811158e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 237462 members 
Entering Unmasked Estep 
Score: -28111598.000000 Penalty: 6140.684570
	Iteration 26Q: 3 clusters Score -2.81116e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 237469 members 
Entering Unmasked Estep 
Score: -28111596.000000 Penalty: 6140.684570
	Iteration 27Q: 3 clusters Score -2.81116e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 237478 members 
Entering Unmasked Estep 
Score: -28111586.000000 Penalty: 6140.684570
	Iteration 28Q: 3 clusters Score -2.811159e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 237489 members 
Entering Unmasked Estep 
Score: -28111600.000000 Penalty: 6140.684570
	Iteration 29Q: 3 clusters Score -2.81116e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 237499 members 
Entering Unmasked Estep 
Score: -28111632.000000 Penalty: 6140.684570
	Iteration 30Q: 3 clusters Score -2.811163e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 237507 members 
Entering Unmasked Estep 
Score: -28111630.000000 Penalty: 6140.684570
	Iteration 31Q: 3 clusters Score -2.811163e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 237512 members 
Entering Unmasked Estep 
Score: -28111650.000000 Penalty: 6140.684570
	Iteration 32Q: 3 clusters Score -2.811165e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 237517 members 
Entering Unmasked Estep 
Score: -28111642.000000 Penalty: 6140.684570
	Iteration 33Q: 3 clusters Score -2.811164e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 237520 members 
Entering Unmasked Estep 
Score: -28111654.000000 Penalty: 6140.684570
	Iteration 34Q: 3 clusters Score -2.811165e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 237525 members 
Entering Unmasked Estep 
Score: -28111652.000000 Penalty: 6140.684570
	Iteration 35Q: 3 clusters Score -2.811165e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 237528 members 
Entering Unmasked Estep 
Score: -28111654.000000 Penalty: 6140.684570
	Iteration 36Q: 3 clusters Score -2.811165e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 237530 members 
Entering Unmasked Estep 
Score: -28111668.000000 Penalty: 6140.684570
	Iteration 37Q: 3 clusters Score -2.811167e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 237531 members 
Entering Unmasked Estep 
Score: -28111660.000000 Penalty: 6140.684570
	Iteration 38Q: 3 clusters Score -2.811166e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 237532 members 
Entering Unmasked Estep 
Score: -28111666.000000 Penalty: 6140.684570
	Iteration 39Q: 3 clusters Score -2.811167e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 237533 members 
Entering Unmasked Estep 
Score: -28111664.000000 Penalty: 6140.684570
	Iteration 40F: 3 clusters Score -2.811166e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 237533 members 
Entering Unmasked Estep 
Score: -28111660.000000 Penalty: 6140.684570
	Iteration 41Q: 3 clusters Score -2.811166e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 237533 members 
Entering Unmasked Estep 
Score: -28111660.000000 Penalty: 6140.684570
	Iteration 42Q: 3 clusters Score -2.811166e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 237532 members 
Entering Unmasked Estep 
Score: -28111658.000000 Penalty: 6140.684570
	Iteration 43Q: 3 clusters Score -2.811166e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 237533 members 
Entering Unmasked Estep 
Score: -28111654.000000 Penalty: 6140.684570
	Iteration 44Q: 3 clusters Score -2.811165e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 237534 members 
Entering Unmasked Estep 
Score: -28111662.000000 Penalty: 6140.684570
	Iteration 45Q: 3 clusters Score -2.811166e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 237534 members 
Entering Unmasked Estep 
Score: -28111664.000000 Penalty: 6140.684570
	Iteration 46Q: 3 clusters Score -2.811166e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 237536 members 
Entering Unmasked Estep 
Score: -28111654.000000 Penalty: 6140.684570
	Iteration 47Q: 3 clusters Score -2.811165e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 237537 members 
Entering Unmasked Estep 
Score: -28111662.000000 Penalty: 6140.684570
	Iteration 48Q: 3 clusters Score -2.811166e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 237538 members 
Entering Unmasked Estep 
Score: -28111674.000000 Penalty: 6140.684570
	Iteration 49Q: 3 clusters Score -2.811167e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 237540 members 
Entering Unmasked Estep 
Score: -28111672.000000 Penalty: 6140.684570
	Iteration 50Q: 3 clusters Score -2.811167e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 237540 members 
Entering Unmasked Estep 
Score: -28111670.000000 Penalty: 6140.684570
	Iteration 51Q: 3 clusters Score -2.811167e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 237542 members 
Entering Unmasked Estep 
Score: -28111684.000000 Penalty: 6140.684570
	Iteration 52Q: 3 clusters Score -2.811168e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 237543 members 
Entering Unmasked Estep 
Score: -28111688.000000 Penalty: 6140.684570
	Iteration 53Q: 3 clusters Score -2.811169e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 237545 members 
Entering Unmasked Estep 
Score: -28111696.000000 Penalty: 6140.684570
	Iteration 54Q: 3 clusters Score -2.81117e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 237545 members 
Entering Unmasked Estep 
Score: -28111696.000000 Penalty: 6140.684570
	Iteration 55F: 3 clusters Score -2.81117e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Entering Unmasked Estep 
Score: -129297.312500 Penalty: 1781.411743
	Iteration 0F: 2 clusters Score -129297.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -127141.937500 Penalty: 3562.823486
	Iteration 0F: 3 clusters Score -127141.9 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -127596.445312 Penalty: 3562.823486
	Iteration 1F: 3 clusters Score -127596.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -127812.132812 Penalty: 3562.823486
	Iteration 2F: 3 clusters Score -127812.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -128023.625000 Penalty: 3562.823486
	Iteration 3F: 3 clusters Score -128023.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -128236.976562 Penalty: 3562.823486
	Iteration 4F: 3 clusters Score -128237 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -128452.960938 Penalty: 3562.823486
	Iteration 5F: 3 clusters Score -128453 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -128691.960938 Penalty: 3562.823486
	Iteration 6F: 3 clusters Score -128692 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -128831.656250 Penalty: 3562.823486
	Iteration 7Q: 3 clusters Score -128831.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -128895.804688 Penalty: 3562.823486
	Iteration 8Q: 3 clusters Score -128895.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -128921.945312 Penalty: 3562.823486
	Iteration 9Q: 3 clusters Score -128921.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -128936.164062 Penalty: 3562.823486
	Iteration 10Q: 3 clusters Score -128936.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -128944.625000 Penalty: 3562.823486
	Iteration 11Q: 3 clusters Score -128944.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -128947.343750 Penalty: 3562.823486
	Iteration 12Q: 3 clusters Score -128947.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -128950.539062 Penalty: 3562.823486
	Iteration 13Q: 3 clusters Score -128950.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -128950.539062 Penalty: 3562.823486
	Iteration 14F: 3 clusters Score -128950.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Entering Unmasked Estep 
Score: -694759.000000 Penalty: 2158.922119
	Iteration 0F: 2 clusters Score -694759 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -689564.625000 Penalty: 4317.844238
	Iteration 0F: 3 clusters Score -689564.6 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -690862.500000 Penalty: 4317.844238
	Iteration 1F: 3 clusters Score -690862.5 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -691108.625000 Penalty: 4317.844238
	Iteration 2F: 3 clusters Score -691108.6 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -691258.437500 Penalty: 4317.844238
	Iteration 3Q: 3 clusters Score -691258.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -691371.687500 Penalty: 4317.844238
	Iteration 4Q: 3 clusters Score -691371.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -691477.562500 Penalty: 4317.844238
	Iteration 5Q: 3 clusters Score -691477.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -691614.062500 Penalty: 4317.844238
	Iteration 6Q: 3 clusters Score -691614.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -691759.000000 Penalty: 4317.844238
	Iteration 7Q: 3 clusters Score -691759 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -691931.875000 Penalty: 4317.844238
	Iteration 8Q: 3 clusters Score -691931.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -692131.812500 Penalty: 4317.844238
	Iteration 9Q: 3 clusters Score -692131.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -692347.750000 Penalty: 4317.844238
	Iteration 10Q: 3 clusters Score -692347.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -692539.750000 Penalty: 4317.844238
	Iteration 11Q: 3 clusters Score -692539.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -692718.562500 Penalty: 4317.844238
	Iteration 12Q: 3 clusters Score -692718.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -692874.437500 Penalty: 4317.844238
	Iteration 13Q: 3 clusters Score -692874.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -693015.812500 Penalty: 4317.844238
	Iteration 14Q: 3 clusters Score -693015.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -693125.250000 Penalty: 4317.844238
	Iteration 15Q: 3 clusters Score -693125.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -693201.625000 Penalty: 4317.844238
	Iteration 16Q: 3 clusters Score -693201.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -693247.937500 Penalty: 4317.844238
	Iteration 17Q: 3 clusters Score -693247.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -693275.437500 Penalty: 4317.844238
	Iteration 18Q: 3 clusters Score -693275.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -693291.187500 Penalty: 4317.844238
	Iteration 19Q: 3 clusters Score -693291.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -693311.375000 Penalty: 4317.844238
	Iteration 20F: 3 clusters Score -693311.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -693326.187500 Penalty: 4317.844238
	Iteration 21Q: 3 clusters Score -693326.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -693335.812500 Penalty: 4317.844238
	Iteration 22Q: 3 clusters Score -693335.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -693345.250000 Penalty: 4317.844238
	Iteration 23Q: 3 clusters Score -693345.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -693349.812500 Penalty: 4317.844238
	Iteration 24Q: 3 clusters Score -693349.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -693354.375000 Penalty: 4317.844238
	Iteration 25Q: 3 clusters Score -693354.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -693356.937500 Penalty: 4317.844238
	Iteration 26Q: 3 clusters Score -693356.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -693360.437500 Penalty: 4317.844238
	Iteration 27Q: 3 clusters Score -693360.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -693362.500000 Penalty: 4317.844238
	Iteration 28Q: 3 clusters Score -693362.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -693363.125000 Penalty: 4317.844238
	Iteration 29Q: 3 clusters Score -693363.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -693365.437500 Penalty: 4317.844238
	Iteration 30Q: 3 clusters Score -693365.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -693368.125000 Penalty: 4317.844238
	Iteration 31Q: 3 clusters Score -693368.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -693368.250000 Penalty: 4317.844238
	Iteration 32Q: 3 clusters Score -693368.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -693368.250000 Penalty: 4317.844238
	Iteration 33F: 3 clusters Score -693368.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (211945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211945 members 
Entering Unmasked Estep 
Score: -25122158.000000 Penalty: 3041.492432
	Iteration 0F: 2 clusters Score -2.512216e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105878 members 
Mstep: Class 2 contains 106067 members 
Entering Unmasked Estep 
Score: -24980498.000000 Penalty: 6082.984863
	Iteration 0F: 3 clusters Score -2.49805e+07 nChanged 101953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103031 members 
Mstep: Class 2 contains 108914 members 
Entering Unmasked Estep 
Score: -25040818.000000 Penalty: 6082.984863
	Iteration 1F: 3 clusters Score -2.504082e+07 nChanged 6161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101422 members 
Mstep: Class 2 contains 110523 members 
Entering Unmasked Estep 
Score: -25042082.000000 Penalty: 6082.984863
	Iteration 2Q: 3 clusters Score -2.504208e+07 nChanged 6765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98935 members 
Mstep: Class 2 contains 113010 members 
Entering Unmasked Estep 
Score: -25043784.000000 Penalty: 6082.984863
	Iteration 3Q: 3 clusters Score -2.504378e+07 nChanged 7763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95366 members 
Mstep: Class 2 contains 116579 members 
Entering Unmasked Estep 
Score: -25046278.000000 Penalty: 6082.984863
	Iteration 4Q: 3 clusters Score -2.504628e+07 nChanged 8828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90328 members 
Mstep: Class 2 contains 121617 members 
Entering Unmasked Estep 
Score: -25049562.000000 Penalty: 6082.984863
	Iteration 5Q: 3 clusters Score -2.504956e+07 nChanged 10332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83406 members 
Mstep: Class 2 contains 128539 members 
Entering Unmasked Estep 
Score: -25054552.000000 Penalty: 6082.984863
	Iteration 6Q: 3 clusters Score -2.505455e+07 nChanged 11752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74318 members 
Mstep: Class 2 contains 137627 members 
Entering Unmasked Estep 
Score: -25061844.000000 Penalty: 6082.984863
	Iteration 7F: 3 clusters Score -2.506184e+07 nChanged 12836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63656 members 
Mstep: Class 2 contains 148289 members 
Entering Unmasked Estep 
Score: -25071088.000000 Penalty: 6082.984863
	Iteration 8F: 3 clusters Score -2.507109e+07 nChanged 12779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52655 members 
Mstep: Class 2 contains 159290 members 
Entering Unmasked Estep 
Score: -25081332.000000 Penalty: 6082.984863
	Iteration 9F: 3 clusters Score -2.508133e+07 nChanged 11091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43316 members 
Mstep: Class 2 contains 168629 members 
Entering Unmasked Estep 
Score: -25090620.000000 Penalty: 6082.984863
	Iteration 10F: 3 clusters Score -2.509062e+07 nChanged 8546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36200 members 
Mstep: Class 2 contains 175745 members 
Entering Unmasked Estep 
Score: -25096938.000000 Penalty: 6082.984863
	Iteration 11Q: 3 clusters Score -2.509694e+07 nChanged 6452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30480 members 
Mstep: Class 2 contains 181465 members 
Entering Unmasked Estep 
Score: -25100872.000000 Penalty: 6082.984863
	Iteration 12Q: 3 clusters Score -2.510087e+07 nChanged 5149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25517 members 
Mstep: Class 2 contains 186428 members 
Entering Unmasked Estep 
Score: -25103976.000000 Penalty: 6082.984863
	Iteration 13Q: 3 clusters Score -2.510398e+07 nChanged 4582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20967 members 
Mstep: Class 2 contains 190978 members 
Entering Unmasked Estep 
Score: -25106738.000000 Penalty: 6082.984863
	Iteration 14Q: 3 clusters Score -2.510674e+07 nChanged 4126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16847 members 
Mstep: Class 2 contains 195098 members 
Entering Unmasked Estep 
Score: -25109460.000000 Penalty: 6082.984863
	Iteration 15Q: 3 clusters Score -2.510946e+07 nChanged 3610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13237 members 
Mstep: Class 2 contains 198708 members 
Entering Unmasked Estep 
Score: -25111974.000000 Penalty: 6082.984863
	Iteration 16Q: 3 clusters Score -2.511197e+07 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 201829 members 
Entering Unmasked Estep 
Score: -25114124.000000 Penalty: 6082.984863
	Iteration 17Q: 3 clusters Score -2.511412e+07 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 204359 members 
Entering Unmasked Estep 
Score: -25115784.000000 Penalty: 6082.984863
	Iteration 18Q: 3 clusters Score -2.511578e+07 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 206239 members 
Entering Unmasked Estep 
Score: -25117124.000000 Penalty: 6082.984863
	Iteration 19Q: 3 clusters Score -2.511712e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 207590 members 
Entering Unmasked Estep 
Score: -25117974.000000 Penalty: 6082.984863
	Iteration 20F: 3 clusters Score -2.511797e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 208568 members 
Entering Unmasked Estep 
Score: -25118574.000000 Penalty: 6082.984863
	Iteration 21Q: 3 clusters Score -2.511857e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 209229 members 
Entering Unmasked Estep 
Score: -25118976.000000 Penalty: 6082.984863
	Iteration 22Q: 3 clusters Score -2.511898e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 209679 members 
Entering Unmasked Estep 
Score: -25119236.000000 Penalty: 6082.984863
	Iteration 23Q: 3 clusters Score -2.511924e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 209983 members 
Entering Unmasked Estep 
Score: -25119434.000000 Penalty: 6082.984863
	Iteration 24Q: 3 clusters Score -2.511943e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 210177 members 
Entering Unmasked Estep 
Score: -25119544.000000 Penalty: 6082.984863
	Iteration 25Q: 3 clusters Score -2.511954e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 210347 members 
Entering Unmasked Estep 
Score: -25119674.000000 Penalty: 6082.984863
	Iteration 26Q: 3 clusters Score -2.511967e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 210472 members 
Entering Unmasked Estep 
Score: -25119742.000000 Penalty: 6082.984863
	Iteration 27Q: 3 clusters Score -2.511974e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 210575 members 
Entering Unmasked Estep 
Score: -25119848.000000 Penalty: 6082.984863
	Iteration 28Q: 3 clusters Score -2.511985e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 210653 members 
Entering Unmasked Estep 
Score: -25119912.000000 Penalty: 6082.984863
	Iteration 29Q: 3 clusters Score -2.511991e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 210701 members 
Entering Unmasked Estep 
Score: -25119896.000000 Penalty: 6082.984863
	Iteration 30Q: 3 clusters Score -2.51199e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 210743 members 
Entering Unmasked Estep 
Score: -25119914.000000 Penalty: 6082.984863
	Iteration 31Q: 3 clusters Score -2.511991e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 210766 members 
Entering Unmasked Estep 
Score: -25119964.000000 Penalty: 6082.984863
	Iteration 32Q: 3 clusters Score -2.511996e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 210784 members 
Entering Unmasked Estep 
Score: -25119958.000000 Penalty: 6082.984863
	Iteration 33Q: 3 clusters Score -2.511996e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 210799 members 
Entering Unmasked Estep 
Score: -25119956.000000 Penalty: 6082.984863
	Iteration 34Q: 3 clusters Score -2.511996e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 210814 members 
Entering Unmasked Estep 
Score: -25119978.000000 Penalty: 6082.984863
	Iteration 35Q: 3 clusters Score -2.511998e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 210828 members 
Entering Unmasked Estep 
Score: -25119996.000000 Penalty: 6082.984863
	Iteration 36Q: 3 clusters Score -2.512e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 210840 members 
Entering Unmasked Estep 
Score: -25119986.000000 Penalty: 6082.984863
	Iteration 37Q: 3 clusters Score -2.511999e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 210855 members 
Entering Unmasked Estep 
Score: -25119996.000000 Penalty: 6082.984863
	Iteration 38Q: 3 clusters Score -2.512e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 210863 members 
Entering Unmasked Estep 
Score: -25120022.000000 Penalty: 6082.984863
	Iteration 39Q: 3 clusters Score -2.512002e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 210873 members 
Entering Unmasked Estep 
Score: -25120042.000000 Penalty: 6082.984863
	Iteration 40F: 3 clusters Score -2.512004e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 210879 members 
Entering Unmasked Estep 
Score: -25120020.000000 Penalty: 6082.984863
	Iteration 41Q: 3 clusters Score -2.512002e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 210881 members 
Entering Unmasked Estep 
Score: -25120042.000000 Penalty: 6082.984863
	Iteration 42Q: 3 clusters Score -2.512004e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 210888 members 
Entering Unmasked Estep 
Score: -25120056.000000 Penalty: 6082.984863
	Iteration 43Q: 3 clusters Score -2.512006e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 210891 members 
Entering Unmasked Estep 
Score: -25120062.000000 Penalty: 6082.984863
	Iteration 44Q: 3 clusters Score -2.512006e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 210893 members 
Entering Unmasked Estep 
Score: -25120048.000000 Penalty: 6082.984863
	Iteration 45Q: 3 clusters Score -2.512005e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 210899 members 
Entering Unmasked Estep 
Score: -25120070.000000 Penalty: 6082.984863
	Iteration 46Q: 3 clusters Score -2.512007e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 210907 members 
Entering Unmasked Estep 
Score: -25120076.000000 Penalty: 6082.984863
	Iteration 47Q: 3 clusters Score -2.512008e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 210910 members 
Entering Unmasked Estep 
Score: -25120074.000000 Penalty: 6082.984863
	Iteration 48Q: 3 clusters Score -2.512007e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 210914 members 
Entering Unmasked Estep 
Score: -25120078.000000 Penalty: 6082.984863
	Iteration 49Q: 3 clusters Score -2.512008e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 210912 members 
Entering Unmasked Estep 
Score: -25120080.000000 Penalty: 6082.984863
	Iteration 50Q: 3 clusters Score -2.512008e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 210912 members 
Entering Unmasked Estep 
Score: -25120078.000000 Penalty: 6082.984863
	Iteration 51Q: 3 clusters Score -2.512008e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 210910 members 
Entering Unmasked Estep 
Score: -25120060.000000 Penalty: 6082.984863
	Iteration 52Q: 3 clusters Score -2.512006e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 210905 members 
Entering Unmasked Estep 
Score: -25120080.000000 Penalty: 6082.984863
	Iteration 53Q: 3 clusters Score -2.512008e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 210903 members 
Entering Unmasked Estep 
Score: -25120080.000000 Penalty: 6082.984863
	Iteration 54Q: 3 clusters Score -2.512008e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 210902 members 
Entering Unmasked Estep 
Score: -25120084.000000 Penalty: 6082.984863
	Iteration 55Q: 3 clusters Score -2.512008e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 210901 members 
Entering Unmasked Estep 
Score: -25120076.000000 Penalty: 6082.984863
	Iteration 56Q: 3 clusters Score -2.512008e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 210900 members 
Entering Unmasked Estep 
Score: -25120070.000000 Penalty: 6082.984863
	Iteration 57Q: 3 clusters Score -2.512007e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 210901 members 
Entering Unmasked Estep 
Score: -25120058.000000 Penalty: 6082.984863
	Iteration 58Q: 3 clusters Score -2.512006e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 210899 members 
Entering Unmasked Estep 
Score: -25120072.000000 Penalty: 6082.984863
	Iteration 59Q: 3 clusters Score -2.512007e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 210898 members 
Entering Unmasked Estep 
Score: -25120076.000000 Penalty: 6082.984863
	Iteration 60F: 3 clusters Score -2.512008e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 210897 members 
Entering Unmasked Estep 
Score: -25120084.000000 Penalty: 6082.984863
	Iteration 61Q: 3 clusters Score -2.512008e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 210894 members 
Entering Unmasked Estep 
Score: -25120070.000000 Penalty: 6082.984863
	Iteration 62Q: 3 clusters Score -2.512007e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 210893 members 
Entering Unmasked Estep 
Score: -25120074.000000 Penalty: 6082.984863
	Iteration 63Q: 3 clusters Score -2.512007e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 210891 members 
Entering Unmasked Estep 
Score: -25120070.000000 Penalty: 6082.984863
	Iteration 64Q: 3 clusters Score -2.512007e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 210893 members 
Entering Unmasked Estep 
Score: -25120072.000000 Penalty: 6082.984863
	Iteration 65Q: 3 clusters Score -2.512007e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 210894 members 
Entering Unmasked Estep 
Score: -25120076.000000 Penalty: 6082.984863
	Iteration 66Q: 3 clusters Score -2.512008e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 210896 members 
Entering Unmasked Estep 
Score: -25120084.000000 Penalty: 6082.984863
	Iteration 67Q: 3 clusters Score -2.512008e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 210895 members 
Entering Unmasked Estep 
Score: -25120088.000000 Penalty: 6082.984863
	Iteration 68Q: 3 clusters Score -2.512009e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 210895 members 
Entering Unmasked Estep 
Score: -25120088.000000 Penalty: 6082.984863
	Iteration 69F: 3 clusters Score -2.512009e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (83318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83318 members 
Entering Unmasked Estep 
Score: -9849025.000000 Penalty: 2809.944092
	Iteration 0F: 2 clusters Score -9849025 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41752 members 
Mstep: Class 2 contains 41566 members 
Entering Unmasked Estep 
Score: -9793203.000000 Penalty: 5619.888184
	Iteration 0F: 3 clusters Score -9793203 nChanged 39215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42989 members 
Mstep: Class 2 contains 40329 members 
Entering Unmasked Estep 
Score: -9815502.000000 Penalty: 5619.888184
	Iteration 1F: 3 clusters Score -9815502 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43653 members 
Mstep: Class 2 contains 39665 members 
Entering Unmasked Estep 
Score: -9816203.000000 Penalty: 5619.888184
	Iteration 2Q: 3 clusters Score -9816203 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44655 members 
Mstep: Class 2 contains 38663 members 
Entering Unmasked Estep 
Score: -9816857.000000 Penalty: 5619.888184
	Iteration 3Q: 3 clusters Score -9816857 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46187 members 
Mstep: Class 2 contains 37131 members 
Entering Unmasked Estep 
Score: -9817659.000000 Penalty: 5619.888184
	Iteration 4Q: 3 clusters Score -9817659 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48429 members 
Mstep: Class 2 contains 34889 members 
Entering Unmasked Estep 
Score: -9818641.000000 Penalty: 5619.888184
	Iteration 5Q: 3 clusters Score -9818641 nChanged 3589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51520 members 
Mstep: Class 2 contains 31798 members 
Entering Unmasked Estep 
Score: -9820097.000000 Penalty: 5619.888184
	Iteration 6Q: 3 clusters Score -9820097 nChanged 4557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55773 members 
Mstep: Class 2 contains 27545 members 
Entering Unmasked Estep 
Score: -9822711.000000 Penalty: 5619.888184
	Iteration 7F: 3 clusters Score -9822711 nChanged 5609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61244 members 
Mstep: Class 2 contains 22074 members 
Entering Unmasked Estep 
Score: -9826733.000000 Penalty: 5619.888184
	Iteration 8F: 3 clusters Score -9826733 nChanged 6254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67468 members 
Mstep: Class 2 contains 15850 members 
Entering Unmasked Estep 
Score: -9832058.000000 Penalty: 5619.888184
	Iteration 9F: 3 clusters Score -9832058 nChanged 5899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73353 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -9837559.000000 Penalty: 5619.888184
	Iteration 10F: 3 clusters Score -9837559 nChanged 4318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77669 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -9841673.000000 Penalty: 5619.888184
	Iteration 11F: 3 clusters Score -9841673 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80219 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -9844042.000000 Penalty: 5619.888184
	Iteration 12Q: 3 clusters Score -9844042 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81552 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -9845223.000000 Penalty: 5619.888184
	Iteration 13Q: 3 clusters Score -9845223 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82200 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -9845830.000000 Penalty: 5619.888184
	Iteration 14Q: 3 clusters Score -9845830 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82535 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -9846113.000000 Penalty: 5619.888184
	Iteration 15Q: 3 clusters Score -9846113 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82707 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -9846265.000000 Penalty: 5619.888184
	Iteration 16Q: 3 clusters Score -9846265 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82802 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -9846363.000000 Penalty: 5619.888184
	Iteration 17Q: 3 clusters Score -9846363 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82859 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -9846451.000000 Penalty: 5619.888184
	Iteration 18Q: 3 clusters Score -9846451 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82892 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -9846484.000000 Penalty: 5619.888184
	Iteration 19Q: 3 clusters Score -9846484 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82904 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -9846509.000000 Penalty: 5619.888184
	Iteration 20F: 3 clusters Score -9846509 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82921 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -9846528.000000 Penalty: 5619.888184
	Iteration 21Q: 3 clusters Score -9846528 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82926 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -9846528.000000 Penalty: 5619.888184
	Iteration 22Q: 3 clusters Score -9846528 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82928 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -9846542.000000 Penalty: 5619.888184
	Iteration 23Q: 3 clusters Score -9846542 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82929 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -9846554.000000 Penalty: 5619.888184
	Iteration 24Q: 3 clusters Score -9846554 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82933 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -9846555.000000 Penalty: 5619.888184
	Iteration 25Q: 3 clusters Score -9846555 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82937 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -9846569.000000 Penalty: 5619.888184
	Iteration 26Q: 3 clusters Score -9846569 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82942 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -9846573.000000 Penalty: 5619.888184
	Iteration 27Q: 3 clusters Score -9846573 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82947 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -9846575.000000 Penalty: 5619.888184
	Iteration 28Q: 3 clusters Score -9846575 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82953 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -9846576.000000 Penalty: 5619.888184
	Iteration 29Q: 3 clusters Score -9846576 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82960 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -9846573.000000 Penalty: 5619.888184
	Iteration 30Q: 3 clusters Score -9846573 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82963 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -9846577.000000 Penalty: 5619.888184
	Iteration 31Q: 3 clusters Score -9846577 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82964 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -9846587.000000 Penalty: 5619.888184
	Iteration 32Q: 3 clusters Score -9846587 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82964 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -9846587.000000 Penalty: 5619.888184
	Iteration 33F: 3 clusters Score -9846587 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (38429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38429 members 
Entering Unmasked Estep 
Score: -4231555.500000 Penalty: 2618.028809
	Iteration 0F: 2 clusters Score -4231556 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19010 members 
Mstep: Class 2 contains 19419 members 
Entering Unmasked Estep 
Score: -4205492.000000 Penalty: 5236.057617
	Iteration 0F: 3 clusters Score -4205492 nChanged 17489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17513 members 
Mstep: Class 2 contains 20916 members 
Entering Unmasked Estep 
Score: -4215269.500000 Penalty: 5236.057617
	Iteration 1F: 3 clusters Score -4215270 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16470 members 
Mstep: Class 2 contains 21959 members 
Entering Unmasked Estep 
Score: -4216012.000000 Penalty: 5236.057617
	Iteration 2Q: 3 clusters Score -4216012 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15055 members 
Mstep: Class 2 contains 23374 members 
Entering Unmasked Estep 
Score: -4217061.000000 Penalty: 5236.057617
	Iteration 3F: 3 clusters Score -4217061 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13253 members 
Mstep: Class 2 contains 25176 members 
Entering Unmasked Estep 
Score: -4218453.500000 Penalty: 5236.057617
	Iteration 4F: 3 clusters Score -4218454 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 27387 members 
Entering Unmasked Estep 
Score: -4220272.500000 Penalty: 5236.057617
	Iteration 5F: 3 clusters Score -4220272 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 29854 members 
Entering Unmasked Estep 
Score: -4222429.500000 Penalty: 5236.057617
	Iteration 6F: 3 clusters Score -4222430 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 32342 members 
Entering Unmasked Estep 
Score: -4224753.500000 Penalty: 5236.057617
	Iteration 7F: 3 clusters Score -4224754 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 34388 members 
Entering Unmasked Estep 
Score: -4226593.000000 Penalty: 5236.057617
	Iteration 8F: 3 clusters Score -4226593 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 35796 members 
Entering Unmasked Estep 
Score: -4227847.000000 Penalty: 5236.057617
	Iteration 9Q: 3 clusters Score -4227847 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 36589 members 
Entering Unmasked Estep 
Score: -4228518.000000 Penalty: 5236.057617
	Iteration 10Q: 3 clusters Score -4228518 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 37031 members 
Entering Unmasked Estep 
Score: -4228870.500000 Penalty: 5236.057617
	Iteration 11Q: 3 clusters Score -4228870 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 37296 members 
Entering Unmasked Estep 
Score: -4229112.500000 Penalty: 5236.057617
	Iteration 12Q: 3 clusters Score -4229112 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 37443 members 
Entering Unmasked Estep 
Score: -4229249.000000 Penalty: 5236.057617
	Iteration 13Q: 3 clusters Score -4229249 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 37540 members 
Entering Unmasked Estep 
Score: -4229358.000000 Penalty: 5236.057617
	Iteration 14Q: 3 clusters Score -4229358 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 37593 members 
Entering Unmasked Estep 
Score: -4229412.000000 Penalty: 5236.057617
	Iteration 15Q: 3 clusters Score -4229412 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 37632 members 
Entering Unmasked Estep 
Score: -4229451.000000 Penalty: 5236.057617
	Iteration 16Q: 3 clusters Score -4229451 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 37666 members 
Entering Unmasked Estep 
Score: -4229496.500000 Penalty: 5236.057617
	Iteration 17Q: 3 clusters Score -4229496 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 37687 members 
Entering Unmasked Estep 
Score: -4229516.500000 Penalty: 5236.057617
	Iteration 18Q: 3 clusters Score -4229516 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 37697 members 
Entering Unmasked Estep 
Score: -4229539.500000 Penalty: 5236.057617
	Iteration 19Q: 3 clusters Score -4229540 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 37703 members 
Entering Unmasked Estep 
Score: -4229547.000000 Penalty: 5236.057617
	Iteration 20F: 3 clusters Score -4229547 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 37714 members 
Entering Unmasked Estep 
Score: -4229552.500000 Penalty: 5236.057617
	Iteration 21Q: 3 clusters Score -4229552 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 37720 members 
Entering Unmasked Estep 
Score: -4229557.000000 Penalty: 5236.057617
	Iteration 22Q: 3 clusters Score -4229557 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 37724 members 
Entering Unmasked Estep 
Score: -4229565.500000 Penalty: 5236.057617
	Iteration 23Q: 3 clusters Score -4229566 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 37728 members 
Entering Unmasked Estep 
Score: -4229564.000000 Penalty: 5236.057617
	Iteration 24Q: 3 clusters Score -4229564 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 37733 members 
Entering Unmasked Estep 
Score: -4229571.500000 Penalty: 5236.057617
	Iteration 25Q: 3 clusters Score -4229572 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 37737 members 
Entering Unmasked Estep 
Score: -4229579.500000 Penalty: 5236.057617
	Iteration 26Q: 3 clusters Score -4229580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 37740 members 
Entering Unmasked Estep 
Score: -4229577.000000 Penalty: 5236.057617
	Iteration 27Q: 3 clusters Score -4229577 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 37741 members 
Entering Unmasked Estep 
Score: -4229580.500000 Penalty: 5236.057617
	Iteration 28Q: 3 clusters Score -4229580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 37740 members 
Entering Unmasked Estep 
Score: -4229581.500000 Penalty: 5236.057617
	Iteration 29Q: 3 clusters Score -4229582 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 37740 members 
Entering Unmasked Estep 
Score: -4229581.500000 Penalty: 5236.057617
	Iteration 30F: 3 clusters Score -4229582 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (9151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Entering Unmasked Estep 
Score: -1084906.000000 Penalty: 2262.161377
	Iteration 0F: 2 clusters Score -1084906 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -1077752.125000 Penalty: 4524.322754
	Iteration 0F: 3 clusters Score -1077752 nChanged 3774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -1079738.000000 Penalty: 4524.322754
	Iteration 1F: 3 clusters Score -1079738 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -1079976.500000 Penalty: 4524.322754
	Iteration 2F: 3 clusters Score -1079976 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -1080148.375000 Penalty: 4524.322754
	Iteration 3Q: 3 clusters Score -1080148 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -1080296.625000 Penalty: 4524.322754
	Iteration 4Q: 3 clusters Score -1080297 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -1080452.250000 Penalty: 4524.322754
	Iteration 5Q: 3 clusters Score -1080452 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -1080609.625000 Penalty: 4524.322754
	Iteration 6Q: 3 clusters Score -1080610 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -1080778.875000 Penalty: 4524.322754
	Iteration 7Q: 3 clusters Score -1080779 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -1080989.875000 Penalty: 4524.322754
	Iteration 8Q: 3 clusters Score -1080990 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -1081250.125000 Penalty: 4524.322754
	Iteration 9Q: 3 clusters Score -1081250 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -1081556.750000 Penalty: 4524.322754
	Iteration 10Q: 3 clusters Score -1081557 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -1081868.250000 Penalty: 4524.322754
	Iteration 11Q: 3 clusters Score -1081868 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -1082140.625000 Penalty: 4524.322754
	Iteration 12Q: 3 clusters Score -1082141 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -1082357.250000 Penalty: 4524.322754
	Iteration 13Q: 3 clusters Score -1082357 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -1082512.875000 Penalty: 4524.322754
	Iteration 14Q: 3 clusters Score -1082513 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -1082635.250000 Penalty: 4524.322754
	Iteration 15Q: 3 clusters Score -1082635 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -1082723.750000 Penalty: 4524.322754
	Iteration 16Q: 3 clusters Score -1082724 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -1082782.375000 Penalty: 4524.322754
	Iteration 17Q: 3 clusters Score -1082782 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -1082823.750000 Penalty: 4524.322754
	Iteration 18Q: 3 clusters Score -1082824 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -1082841.375000 Penalty: 4524.322754
	Iteration 19Q: 3 clusters Score -1082841 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -1082862.000000 Penalty: 4524.322754
	Iteration 20F: 3 clusters Score -1082862 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -1082872.125000 Penalty: 4524.322754
	Iteration 21Q: 3 clusters Score -1082872 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -1082883.625000 Penalty: 4524.322754
	Iteration 22Q: 3 clusters Score -1082884 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -1082885.875000 Penalty: 4524.322754
	Iteration 23Q: 3 clusters Score -1082886 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -1082893.000000 Penalty: 4524.322754
	Iteration 24Q: 3 clusters Score -1082893 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -1082899.750000 Penalty: 4524.322754
	Iteration 25Q: 3 clusters Score -1082900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -1082902.875000 Penalty: 4524.322754
	Iteration 26Q: 3 clusters Score -1082903 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -1082902.875000 Penalty: 4524.322754
	Iteration 27F: 3 clusters Score -1082903 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (44331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44331 members 
Entering Unmasked Estep 
Score: -5157050.000000 Penalty: 2653.460938
	Iteration 0F: 2 clusters Score -5157050 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22128 members 
Mstep: Class 2 contains 22203 members 
Entering Unmasked Estep 
Score: -5127202.000000 Penalty: 5306.921875
	Iteration 0F: 3 clusters Score -5127202 nChanged 20293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22209 members 
Mstep: Class 2 contains 22122 members 
Entering Unmasked Estep 
Score: -5138423.000000 Penalty: 5306.921875
	Iteration 1F: 3 clusters Score -5138423 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22098 members 
Mstep: Class 2 contains 22233 members 
Entering Unmasked Estep 
Score: -5139334.500000 Penalty: 5306.921875
	Iteration 2Q: 3 clusters Score -5139334 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21807 members 
Mstep: Class 2 contains 22524 members 
Entering Unmasked Estep 
Score: -5140543.500000 Penalty: 5306.921875
	Iteration 3F: 3 clusters Score -5140544 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21275 members 
Mstep: Class 2 contains 23056 members 
Entering Unmasked Estep 
Score: -5141912.000000 Penalty: 5306.921875
	Iteration 4F: 3 clusters Score -5141912 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20527 members 
Mstep: Class 2 contains 23804 members 
Entering Unmasked Estep 
Score: -5143376.000000 Penalty: 5306.921875
	Iteration 5F: 3 clusters Score -5143376 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19613 members 
Mstep: Class 2 contains 24718 members 
Entering Unmasked Estep 
Score: -5144966.500000 Penalty: 5306.921875
	Iteration 6F: 3 clusters Score -5144966 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18389 members 
Mstep: Class 2 contains 25942 members 
Entering Unmasked Estep 
Score: -5146429.000000 Penalty: 5306.921875
	Iteration 7F: 3 clusters Score -5146429 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17084 members 
Mstep: Class 2 contains 27247 members 
Entering Unmasked Estep 
Score: -5147601.000000 Penalty: 5306.921875
	Iteration 8F: 3 clusters Score -5147601 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15730 members 
Mstep: Class 2 contains 28601 members 
Entering Unmasked Estep 
Score: -5148652.000000 Penalty: 5306.921875
	Iteration 9Q: 3 clusters Score -5148652 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14298 members 
Mstep: Class 2 contains 30033 members 
Entering Unmasked Estep 
Score: -5149570.500000 Penalty: 5306.921875
	Iteration 10Q: 3 clusters Score -5149570 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12806 members 
Mstep: Class 2 contains 31525 members 
Entering Unmasked Estep 
Score: -5150450.500000 Penalty: 5306.921875
	Iteration 11Q: 3 clusters Score -5150450 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 33000 members 
Entering Unmasked Estep 
Score: -5151259.000000 Penalty: 5306.921875
	Iteration 12Q: 3 clusters Score -5151259 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 34381 members 
Entering Unmasked Estep 
Score: -5152016.500000 Penalty: 5306.921875
	Iteration 13Q: 3 clusters Score -5152016 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 35670 members 
Entering Unmasked Estep 
Score: -5152670.000000 Penalty: 5306.921875
	Iteration 14Q: 3 clusters Score -5152670 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 36785 members 
Entering Unmasked Estep 
Score: -5153166.000000 Penalty: 5306.921875
	Iteration 15Q: 3 clusters Score -5153166 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 37734 members 
Entering Unmasked Estep 
Score: -5153614.500000 Penalty: 5306.921875
	Iteration 16Q: 3 clusters Score -5153614 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 38598 members 
Entering Unmasked Estep 
Score: -5153983.500000 Penalty: 5306.921875
	Iteration 17Q: 3 clusters Score -5153984 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 39292 members 
Entering Unmasked Estep 
Score: -5154303.500000 Penalty: 5306.921875
	Iteration 18Q: 3 clusters Score -5154304 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 39842 members 
Entering Unmasked Estep 
Score: -5154495.500000 Penalty: 5306.921875
	Iteration 19Q: 3 clusters Score -5154496 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 40306 members 
Entering Unmasked Estep 
Score: -5154651.000000 Penalty: 5306.921875
	Iteration 20F: 3 clusters Score -5154651 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 40661 members 
Entering Unmasked Estep 
Score: -5154756.500000 Penalty: 5306.921875
	Iteration 21Q: 3 clusters Score -5154756 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 40955 members 
Entering Unmasked Estep 
Score: -5154858.000000 Penalty: 5306.921875
	Iteration 22Q: 3 clusters Score -5154858 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 41183 members 
Entering Unmasked Estep 
Score: -5154945.000000 Penalty: 5306.921875
	Iteration 23Q: 3 clusters Score -5154945 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 41385 members 
Entering Unmasked Estep 
Score: -5155025.000000 Penalty: 5306.921875
	Iteration 24Q: 3 clusters Score -5155025 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 41552 members 
Entering Unmasked Estep 
Score: -5155074.500000 Penalty: 5306.921875
	Iteration 25Q: 3 clusters Score -5155074 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 41678 members 
Entering Unmasked Estep 
Score: -5155116.500000 Penalty: 5306.921875
	Iteration 26Q: 3 clusters Score -5155116 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 41810 members 
Entering Unmasked Estep 
Score: -5155154.500000 Penalty: 5306.921875
	Iteration 27Q: 3 clusters Score -5155154 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 41895 members 
Entering Unmasked Estep 
Score: -5155205.000000 Penalty: 5306.921875
	Iteration 28Q: 3 clusters Score -5155205 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 41979 members 
Entering Unmasked Estep 
Score: -5155237.500000 Penalty: 5306.921875
	Iteration 29Q: 3 clusters Score -5155238 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 42041 members 
Entering Unmasked Estep 
Score: -5155264.500000 Penalty: 5306.921875
	Iteration 30Q: 3 clusters Score -5155264 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 42082 members 
Entering Unmasked Estep 
Score: -5155286.000000 Penalty: 5306.921875
	Iteration 31Q: 3 clusters Score -5155286 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 42126 members 
Entering Unmasked Estep 
Score: -5155302.500000 Penalty: 5306.921875
	Iteration 32Q: 3 clusters Score -5155302 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 42160 members 
Entering Unmasked Estep 
Score: -5155319.500000 Penalty: 5306.921875
	Iteration 33Q: 3 clusters Score -5155320 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 42193 members 
Entering Unmasked Estep 
Score: -5155332.000000 Penalty: 5306.921875
	Iteration 34Q: 3 clusters Score -5155332 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 42221 members 
Entering Unmasked Estep 
Score: -5155355.000000 Penalty: 5306.921875
	Iteration 35Q: 3 clusters Score -5155355 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 42245 members 
Entering Unmasked Estep 
Score: -5155366.500000 Penalty: 5306.921875
	Iteration 36Q: 3 clusters Score -5155366 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 42258 members 
Entering Unmasked Estep 
Score: -5155376.500000 Penalty: 5306.921875
	Iteration 37Q: 3 clusters Score -5155376 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 42274 members 
Entering Unmasked Estep 
Score: -5155405.500000 Penalty: 5306.921875
	Iteration 38Q: 3 clusters Score -5155406 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 42290 members 
Entering Unmasked Estep 
Score: -5155422.500000 Penalty: 5306.921875
	Iteration 39Q: 3 clusters Score -5155422 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 42299 members 
Entering Unmasked Estep 
Score: -5155437.000000 Penalty: 5306.921875
	Iteration 40F: 3 clusters Score -5155437 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 42317 members 
Entering Unmasked Estep 
Score: -5155455.500000 Penalty: 5306.921875
	Iteration 41Q: 3 clusters Score -5155456 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 42335 members 
Entering Unmasked Estep 
Score: -5155475.500000 Penalty: 5306.921875
	Iteration 42Q: 3 clusters Score -5155476 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 42346 members 
Entering Unmasked Estep 
Score: -5155493.500000 Penalty: 5306.921875
	Iteration 43Q: 3 clusters Score -5155494 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 42359 members 
Entering Unmasked Estep 
Score: -5155528.500000 Penalty: 5306.921875
	Iteration 44Q: 3 clusters Score -5155528 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 42364 members 
Entering Unmasked Estep 
Score: -5155548.000000 Penalty: 5306.921875
	Iteration 45Q: 3 clusters Score -5155548 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 42369 members 
Entering Unmasked Estep 
Score: -5155579.500000 Penalty: 5306.921875
	Iteration 46Q: 3 clusters Score -5155580 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 42378 members 
Entering Unmasked Estep 
Score: -5155594.500000 Penalty: 5306.921875
	Iteration 47Q: 3 clusters Score -5155594 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 42394 members 
Entering Unmasked Estep 
Score: -5155610.000000 Penalty: 5306.921875
	Iteration 48Q: 3 clusters Score -5155610 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 42413 members 
Entering Unmasked Estep 
Score: -5155643.500000 Penalty: 5306.921875
	Iteration 49Q: 3 clusters Score -5155644 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 42421 members 
Entering Unmasked Estep 
Score: -5155656.500000 Penalty: 5306.921875
	Iteration 50Q: 3 clusters Score -5155656 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 42417 members 
Entering Unmasked Estep 
Score: -5155676.000000 Penalty: 5306.921875
	Iteration 51Q: 3 clusters Score -5155676 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 42421 members 
Entering Unmasked Estep 
Score: -5155675.000000 Penalty: 5306.921875
	Iteration 52Q: 3 clusters Score -5155675 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 42428 members 
Entering Unmasked Estep 
Score: -5155687.500000 Penalty: 5306.921875
	Iteration 53Q: 3 clusters Score -5155688 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 42434 members 
Entering Unmasked Estep 
Score: -5155710.000000 Penalty: 5306.921875
	Iteration 54Q: 3 clusters Score -5155710 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 42442 members 
Entering Unmasked Estep 
Score: -5155719.000000 Penalty: 5306.921875
	Iteration 55Q: 3 clusters Score -5155719 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 42448 members 
Entering Unmasked Estep 
Score: -5155725.000000 Penalty: 5306.921875
	Iteration 56Q: 3 clusters Score -5155725 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 42451 members 
Entering Unmasked Estep 
Score: -5155727.000000 Penalty: 5306.921875
	Iteration 57Q: 3 clusters Score -5155727 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 42456 members 
Entering Unmasked Estep 
Score: -5155738.000000 Penalty: 5306.921875
	Iteration 58Q: 3 clusters Score -5155738 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 42455 members 
Entering Unmasked Estep 
Score: -5155743.000000 Penalty: 5306.921875
	Iteration 59Q: 3 clusters Score -5155743 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 42454 members 
Entering Unmasked Estep 
Score: -5155737.500000 Penalty: 5306.921875
	Iteration 60F: 3 clusters Score -5155738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 42456 members 
Entering Unmasked Estep 
Score: -5155738.500000 Penalty: 5306.921875
	Iteration 61Q: 3 clusters Score -5155738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 42454 members 
Entering Unmasked Estep 
Score: -5155743.500000 Penalty: 5306.921875
	Iteration 62Q: 3 clusters Score -5155744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 42455 members 
Entering Unmasked Estep 
Score: -5155743.500000 Penalty: 5306.921875
	Iteration 63Q: 3 clusters Score -5155744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 42454 members 
Entering Unmasked Estep 
Score: -5155741.000000 Penalty: 5306.921875
	Iteration 64Q: 3 clusters Score -5155741 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 42456 members 
Entering Unmasked Estep 
Score: -5155742.500000 Penalty: 5306.921875
	Iteration 65Q: 3 clusters Score -5155742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 42456 members 
Entering Unmasked Estep 
Score: -5155739.500000 Penalty: 5306.921875
	Iteration 66Q: 3 clusters Score -5155740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 42455 members 
Entering Unmasked Estep 
Score: -5155745.500000 Penalty: 5306.921875
	Iteration 67Q: 3 clusters Score -5155746 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 42455 members 
Entering Unmasked Estep 
Score: -5155745.500000 Penalty: 5306.921875
	Iteration 68F: 3 clusters Score -5155746 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Entering Unmasked Estep 
Score: -132613.656250 Penalty: 1770.242065
	Iteration 0F: 2 clusters Score -132613.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -130480.085938 Penalty: 3540.484131
	Iteration 0F: 3 clusters Score -130480.1 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -130816.789062 Penalty: 3540.484131
	Iteration 1F: 3 clusters Score -130816.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -130909.492188 Penalty: 3540.484131
	Iteration 2F: 3 clusters Score -130909.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -130947.843750 Penalty: 3540.484131
	Iteration 3Q: 3 clusters Score -130947.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -130981.664062 Penalty: 3540.484131
	Iteration 4Q: 3 clusters Score -130981.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -131006.945312 Penalty: 3540.484131
	Iteration 5Q: 3 clusters Score -131006.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -131028.179688 Penalty: 3540.484131
	Iteration 6Q: 3 clusters Score -131028.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -131045.351562 Penalty: 3540.484131
	Iteration 7Q: 3 clusters Score -131045.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -131060.398438 Penalty: 3540.484131
	Iteration 8Q: 3 clusters Score -131060.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -131067.804688 Penalty: 3540.484131
	Iteration 9Q: 3 clusters Score -131067.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -131074.093750 Penalty: 3540.484131
	Iteration 10Q: 3 clusters Score -131074.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -131076.031250 Penalty: 3540.484131
	Iteration 11Q: 3 clusters Score -131076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -131077.562500 Penalty: 3540.484131
	Iteration 12Q: 3 clusters Score -131077.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -131078.484375 Penalty: 3540.484131
	Iteration 13Q: 3 clusters Score -131078.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -131078.703125 Penalty: 3540.484131
	Iteration 14Q: 3 clusters Score -131078.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -131078.703125 Penalty: 3540.484131
	Iteration 15F: 3 clusters Score -131078.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Entering Unmasked Estep 
Score: -1164237.500000 Penalty: 2297.513184
	Iteration 0F: 2 clusters Score -1164238 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -1156207.125000 Penalty: 4595.026367
	Iteration 0F: 3 clusters Score -1156207 nChanged 4407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1158591.000000 Penalty: 4595.026367
	Iteration 1F: 3 clusters Score -1158591 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -1158981.125000 Penalty: 4595.026367
	Iteration 2F: 3 clusters Score -1158981 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -1159355.875000 Penalty: 4595.026367
	Iteration 3F: 3 clusters Score -1159356 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -1159781.500000 Penalty: 4595.026367
	Iteration 4F: 3 clusters Score -1159782 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -1160297.375000 Penalty: 4595.026367
	Iteration 5F: 3 clusters Score -1160297 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -1160837.750000 Penalty: 4595.026367
	Iteration 6F: 3 clusters Score -1160838 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -1161320.625000 Penalty: 4595.026367
	Iteration 7F: 3 clusters Score -1161321 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -1161707.250000 Penalty: 4595.026367
	Iteration 8Q: 3 clusters Score -1161707 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -1161979.625000 Penalty: 4595.026367
	Iteration 9Q: 3 clusters Score -1161980 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -1162163.750000 Penalty: 4595.026367
	Iteration 10Q: 3 clusters Score -1162164 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -1162283.625000 Penalty: 4595.026367
	Iteration 11Q: 3 clusters Score -1162284 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -1162377.375000 Penalty: 4595.026367
	Iteration 12Q: 3 clusters Score -1162377 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -1162439.750000 Penalty: 4595.026367
	Iteration 13Q: 3 clusters Score -1162440 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -1162483.625000 Penalty: 4595.026367
	Iteration 14Q: 3 clusters Score -1162484 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -1162515.375000 Penalty: 4595.026367
	Iteration 15Q: 3 clusters Score -1162515 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -1162547.125000 Penalty: 4595.026367
	Iteration 16Q: 3 clusters Score -1162547 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -1162566.625000 Penalty: 4595.026367
	Iteration 17Q: 3 clusters Score -1162567 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -1162582.250000 Penalty: 4595.026367
	Iteration 18Q: 3 clusters Score -1162582 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -1162588.750000 Penalty: 4595.026367
	Iteration 19Q: 3 clusters Score -1162589 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -1162595.750000 Penalty: 4595.026367
	Iteration 20F: 3 clusters Score -1162596 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -1162600.125000 Penalty: 4595.026367
	Iteration 21Q: 3 clusters Score -1162600 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -1162602.125000 Penalty: 4595.026367
	Iteration 22Q: 3 clusters Score -1162602 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -1162602.625000 Penalty: 4595.026367
	Iteration 23Q: 3 clusters Score -1162603 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -1162607.750000 Penalty: 4595.026367
	Iteration 24Q: 3 clusters Score -1162608 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -1162609.750000 Penalty: 4595.026367
	Iteration 25Q: 3 clusters Score -1162610 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -1162614.500000 Penalty: 4595.026367
	Iteration 26Q: 3 clusters Score -1162614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -1162614.375000 Penalty: 4595.026367
	Iteration 27Q: 3 clusters Score -1162614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -1162617.000000 Penalty: 4595.026367
	Iteration 28Q: 3 clusters Score -1162617 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -1162618.750000 Penalty: 4595.026367
	Iteration 29Q: 3 clusters Score -1162619 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -1162622.500000 Penalty: 4595.026367
	Iteration 30Q: 3 clusters Score -1162622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -1162623.125000 Penalty: 4595.026367
	Iteration 31Q: 3 clusters Score -1162623 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -1162624.500000 Penalty: 4595.026367
	Iteration 32Q: 3 clusters Score -1162624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -1162625.375000 Penalty: 4595.026367
	Iteration 33Q: 3 clusters Score -1162625 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -1162627.250000 Penalty: 4595.026367
	Iteration 34Q: 3 clusters Score -1162627 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -1162626.000000 Penalty: 4595.026367
	Iteration 35Q: 3 clusters Score -1162626 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -1162626.000000 Penalty: 4595.026367
	Iteration 36F: 3 clusters Score -1162626 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Entering Unmasked Estep 
Score: -583246.437500 Penalty: 2118.194092
	Iteration 0F: 2 clusters Score -583246.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -578706.250000 Penalty: 4236.388184
	Iteration 0F: 3 clusters Score -578706.2 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -579805.375000 Penalty: 4236.388184
	Iteration 1F: 3 clusters Score -579805.4 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -580117.375000 Penalty: 4236.388184
	Iteration 2F: 3 clusters Score -580117.4 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -580307.687500 Penalty: 4236.388184
	Iteration 3F: 3 clusters Score -580307.7 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -580451.937500 Penalty: 4236.388184
	Iteration 4Q: 3 clusters Score -580451.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -580563.000000 Penalty: 4236.388184
	Iteration 5Q: 3 clusters Score -580563 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -580667.250000 Penalty: 4236.388184
	Iteration 6Q: 3 clusters Score -580667.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -580754.187500 Penalty: 4236.388184
	Iteration 7Q: 3 clusters Score -580754.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -580857.250000 Penalty: 4236.388184
	Iteration 8Q: 3 clusters Score -580857.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -580949.125000 Penalty: 4236.388184
	Iteration 9Q: 3 clusters Score -580949.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -581049.937500 Penalty: 4236.388184
	Iteration 10Q: 3 clusters Score -581049.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -581133.000000 Penalty: 4236.388184
	Iteration 11Q: 3 clusters Score -581133 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -581194.562500 Penalty: 4236.388184
	Iteration 12Q: 3 clusters Score -581194.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -581262.812500 Penalty: 4236.388184
	Iteration 13Q: 3 clusters Score -581262.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -581328.875000 Penalty: 4236.388184
	Iteration 14Q: 3 clusters Score -581328.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -581378.375000 Penalty: 4236.388184
	Iteration 15Q: 3 clusters Score -581378.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -581427.875000 Penalty: 4236.388184
	Iteration 16Q: 3 clusters Score -581427.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -581474.687500 Penalty: 4236.388184
	Iteration 17Q: 3 clusters Score -581474.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -581511.437500 Penalty: 4236.388184
	Iteration 18Q: 3 clusters Score -581511.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -581551.937500 Penalty: 4236.388184
	Iteration 19Q: 3 clusters Score -581551.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -581576.562500 Penalty: 4236.388184
	Iteration 20F: 3 clusters Score -581576.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -581600.750000 Penalty: 4236.388184
	Iteration 21Q: 3 clusters Score -581600.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -581619.875000 Penalty: 4236.388184
	Iteration 22Q: 3 clusters Score -581619.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -581633.312500 Penalty: 4236.388184
	Iteration 23Q: 3 clusters Score -581633.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -581637.937500 Penalty: 4236.388184
	Iteration 24Q: 3 clusters Score -581637.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -581641.812500 Penalty: 4236.388184
	Iteration 25Q: 3 clusters Score -581641.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -581646.375000 Penalty: 4236.388184
	Iteration 26Q: 3 clusters Score -581646.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -581654.000000 Penalty: 4236.388184
	Iteration 27Q: 3 clusters Score -581654 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -581661.250000 Penalty: 4236.388184
	Iteration 28Q: 3 clusters Score -581661.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -581665.312500 Penalty: 4236.388184
	Iteration 29Q: 3 clusters Score -581665.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -581667.375000 Penalty: 4236.388184
	Iteration 30Q: 3 clusters Score -581667.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -581670.062500 Penalty: 4236.388184
	Iteration 31Q: 3 clusters Score -581670.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -581670.625000 Penalty: 4236.388184
	Iteration 32Q: 3 clusters Score -581670.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -581671.250000 Penalty: 4236.388184
	Iteration 33Q: 3 clusters Score -581671.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -581671.250000 Penalty: 4236.388184
	Iteration 34F: 3 clusters Score -581671.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (215680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215680 members 
Entering Unmasked Estep 
Score: -26043422.000000 Penalty: 3045.824707
	Iteration 0F: 2 clusters Score -2.604342e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107590 members 
Mstep: Class 2 contains 108090 members 
Entering Unmasked Estep 
Score: -25911934.000000 Penalty: 6091.649414
	Iteration 0F: 3 clusters Score -2.591193e+07 nChanged 103708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104558 members 
Mstep: Class 2 contains 111122 members 
Entering Unmasked Estep 
Score: -25972474.000000 Penalty: 6091.649414
	Iteration 1F: 3 clusters Score -2.597247e+07 nChanged 5268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102704 members 
Mstep: Class 2 contains 112976 members 
Entering Unmasked Estep 
Score: -25973452.000000 Penalty: 6091.649414
	Iteration 2Q: 3 clusters Score -2.597345e+07 nChanged 5815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99883 members 
Mstep: Class 2 contains 115797 members 
Entering Unmasked Estep 
Score: -25974800.000000 Penalty: 6091.649414
	Iteration 3Q: 3 clusters Score -2.59748e+07 nChanged 6645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95650 members 
Mstep: Class 2 contains 120030 members 
Entering Unmasked Estep 
Score: -25976744.000000 Penalty: 6091.649414
	Iteration 4Q: 3 clusters Score -2.597674e+07 nChanged 8256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89138 members 
Mstep: Class 2 contains 126542 members 
Entering Unmasked Estep 
Score: -25980510.000000 Penalty: 6091.649414
	Iteration 5Q: 3 clusters Score -2.598051e+07 nChanged 10619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79481 members 
Mstep: Class 2 contains 136199 members 
Entering Unmasked Estep 
Score: -25986832.000000 Penalty: 6091.649414
	Iteration 6Q: 3 clusters Score -2.598683e+07 nChanged 13887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66186 members 
Mstep: Class 2 contains 149494 members 
Entering Unmasked Estep 
Score: -25997048.000000 Penalty: 6091.649414
	Iteration 7F: 3 clusters Score -2.599705e+07 nChanged 16377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50013 members 
Mstep: Class 2 contains 165667 members 
Entering Unmasked Estep 
Score: -26009986.000000 Penalty: 6091.649414
	Iteration 8F: 3 clusters Score -2.600999e+07 nChanged 16244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33911 members 
Mstep: Class 2 contains 181769 members 
Entering Unmasked Estep 
Score: -26021616.000000 Penalty: 6091.649414
	Iteration 9F: 3 clusters Score -2.602162e+07 nChanged 13185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20800 members 
Mstep: Class 2 contains 194880 members 
Entering Unmasked Estep 
Score: -26029640.000000 Penalty: 6091.649414
	Iteration 10F: 3 clusters Score -2.602964e+07 nChanged 8688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 203526 members 
Entering Unmasked Estep 
Score: -26034780.000000 Penalty: 6091.649414
	Iteration 11Q: 3 clusters Score -2.603478e+07 nChanged 5032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 208532 members 
Entering Unmasked Estep 
Score: -26037812.000000 Penalty: 6091.649414
	Iteration 12Q: 3 clusters Score -2.603781e+07 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 211247 members 
Entering Unmasked Estep 
Score: -26039100.000000 Penalty: 6091.649414
	Iteration 13Q: 3 clusters Score -2.60391e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 212705 members 
Entering Unmasked Estep 
Score: -26039892.000000 Penalty: 6091.649414
	Iteration 14Q: 3 clusters Score -2.603989e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 213498 members 
Entering Unmasked Estep 
Score: -26040256.000000 Penalty: 6091.649414
	Iteration 15Q: 3 clusters Score -2.604026e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 213935 members 
Entering Unmasked Estep 
Score: -26040400.000000 Penalty: 6091.649414
	Iteration 16Q: 3 clusters Score -2.60404e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 214165 members 
Entering Unmasked Estep 
Score: -26040610.000000 Penalty: 6091.649414
	Iteration 17Q: 3 clusters Score -2.604061e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 214303 members 
Entering Unmasked Estep 
Score: -26040680.000000 Penalty: 6091.649414
	Iteration 18Q: 3 clusters Score -2.604068e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 214414 members 
Entering Unmasked Estep 
Score: -26040736.000000 Penalty: 6091.649414
	Iteration 19Q: 3 clusters Score -2.604074e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 214482 members 
Entering Unmasked Estep 
Score: -26040792.000000 Penalty: 6091.649414
	Iteration 20F: 3 clusters Score -2.604079e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 214544 members 
Entering Unmasked Estep 
Score: -26040854.000000 Penalty: 6091.649414
	Iteration 21Q: 3 clusters Score -2.604085e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 214589 members 
Entering Unmasked Estep 
Score: -26040900.000000 Penalty: 6091.649414
	Iteration 22Q: 3 clusters Score -2.60409e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 214625 members 
Entering Unmasked Estep 
Score: -26040906.000000 Penalty: 6091.649414
	Iteration 23Q: 3 clusters Score -2.604091e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 214647 members 
Entering Unmasked Estep 
Score: -26040902.000000 Penalty: 6091.649414
	Iteration 24Q: 3 clusters Score -2.60409e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 214659 members 
Entering Unmasked Estep 
Score: -26040910.000000 Penalty: 6091.649414
	Iteration 25Q: 3 clusters Score -2.604091e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 214671 members 
Entering Unmasked Estep 
Score: -26040910.000000 Penalty: 6091.649414
	Iteration 26Q: 3 clusters Score -2.604091e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 214679 members 
Entering Unmasked Estep 
Score: -26040922.000000 Penalty: 6091.649414
	Iteration 27Q: 3 clusters Score -2.604092e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 214686 members 
Entering Unmasked Estep 
Score: -26040946.000000 Penalty: 6091.649414
	Iteration 28Q: 3 clusters Score -2.604095e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 214693 members 
Entering Unmasked Estep 
Score: -26040940.000000 Penalty: 6091.649414
	Iteration 29Q: 3 clusters Score -2.604094e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 214695 members 
Entering Unmasked Estep 
Score: -26040946.000000 Penalty: 6091.649414
	Iteration 30Q: 3 clusters Score -2.604095e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 214700 members 
Entering Unmasked Estep 
Score: -26040956.000000 Penalty: 6091.649414
	Iteration 31Q: 3 clusters Score -2.604096e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 214708 members 
Entering Unmasked Estep 
Score: -26040960.000000 Penalty: 6091.649414
	Iteration 32Q: 3 clusters Score -2.604096e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 214714 members 
Entering Unmasked Estep 
Score: -26040962.000000 Penalty: 6091.649414
	Iteration 33Q: 3 clusters Score -2.604096e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 214719 members 
Entering Unmasked Estep 
Score: -26040970.000000 Penalty: 6091.649414
	Iteration 34Q: 3 clusters Score -2.604097e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 214721 members 
Entering Unmasked Estep 
Score: -26040972.000000 Penalty: 6091.649414
	Iteration 35Q: 3 clusters Score -2.604097e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 214722 members 
Entering Unmasked Estep 
Score: -26040974.000000 Penalty: 6091.649414
	Iteration 36Q: 3 clusters Score -2.604097e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 214727 members 
Entering Unmasked Estep 
Score: -26040962.000000 Penalty: 6091.649414
	Iteration 37Q: 3 clusters Score -2.604096e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 214729 members 
Entering Unmasked Estep 
Score: -26040962.000000 Penalty: 6091.649414
	Iteration 38Q: 3 clusters Score -2.604096e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 214731 members 
Entering Unmasked Estep 
Score: -26040976.000000 Penalty: 6091.649414
	Iteration 39Q: 3 clusters Score -2.604098e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 214731 members 
Entering Unmasked Estep 
Score: -26040976.000000 Penalty: 6091.649414
	Iteration 40F: 3 clusters Score -2.604098e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Entering Unmasked Estep 
Score: -138927.781250 Penalty: 1773.179321
	Iteration 0F: 2 clusters Score -138927.8 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 641 members 
Entering Unmasked Estep 
Score: -136881.578125 Penalty: 3546.358643
	Iteration 0F: 3 clusters Score -136881.6 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -137399.890625 Penalty: 3546.358643
	Iteration 1F: 3 clusters Score -137399.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -137728.375000 Penalty: 3546.358643
	Iteration 2F: 3 clusters Score -137728.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -138004.609375 Penalty: 3546.358643
	Iteration 3F: 3 clusters Score -138004.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -138272.875000 Penalty: 3546.358643
	Iteration 4F: 3 clusters Score -138272.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -138510.984375 Penalty: 3546.358643
	Iteration 5F: 3 clusters Score -138511 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -138694.921875 Penalty: 3546.358643
	Iteration 6F: 3 clusters Score -138694.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -138863.796875 Penalty: 3546.358643
	Iteration 7Q: 3 clusters Score -138863.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -139081.968750 Penalty: 3546.358643
	Iteration 8Q: 3 clusters Score -139082 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -139154.968750 Penalty: 3546.358643
	Iteration 9Q: 3 clusters Score -139155 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -139174.109375 Penalty: 3546.358643
	Iteration 10Q: 3 clusters Score -139174.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -139181.890625 Penalty: 3546.358643
	Iteration 11Q: 3 clusters Score -139181.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -139185.281250 Penalty: 3546.358643
	Iteration 12Q: 3 clusters Score -139185.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -139190.265625 Penalty: 3546.358643
	Iteration 13Q: 3 clusters Score -139190.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -139200.515625 Penalty: 3546.358643
	Iteration 14Q: 3 clusters Score -139200.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -139201.765625 Penalty: 3546.358643
	Iteration 15Q: 3 clusters Score -139201.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -139204.812500 Penalty: 3546.358643
	Iteration 16Q: 3 clusters Score -139204.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -139206.031250 Penalty: 3546.358643
	Iteration 17Q: 3 clusters Score -139206 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -139206.031250 Penalty: 3546.358643
	Iteration 18F: 3 clusters Score -139206 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 24790 members 
Mstep: Class 2 contains 45857 members 
Mstep: Class 3 contains 3405 members 
Mstep: Class 4 contains 1791 members 
Mstep: Class 5 contains 238092 members 
Mstep: Class 6 contains 1317 members 
Mstep: Class 7 contains 6035 members 
Mstep: Class 8 contains 211945 members 
Mstep: Class 9 contains 83318 members 
Mstep: Class 10 contains 38429 members 
Mstep: Class 11 contains 9151 members 
Mstep: Class 12 contains 44331 members 
Mstep: Class 13 contains 1259 members 
Mstep: Class 14 contains 10553 members 
Mstep: Class 15 contains 5121 members 
Mstep: Class 16 contains 215680 members 
Mstep: Class 17 contains 938 members 
Mstep: Class 18 contains 3893 members 
Mstep: Class 19 contains 1171 members 
Mstep: Class 20 contains 10707 members 
Mstep: Class 21 contains 29408 members 
Mstep: Class 22 contains 200432 members 
Mstep: Class 23 contains 9269 members 
Mstep: Class 24 contains 16208 members 
Mstep: Class 25 contains 8049 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 6870 members 
Mstep: Class 28 contains 9153 members 
Mstep: Class 29 contains 3967 members 
Mstep: Class 30 contains 388 members 
Mstep: Class 31 contains 4598 members 
Mstep: Class 32 contains 43734 members 
Mstep: Class 33 contains 1320 members 
Mstep: Class 34 contains 62096 members 
Mstep: Class 35 contains 2191 members 
Mstep: Class 36 contains 3314 members 
Mstep: Class 37 contains 336 members 
Entering Unmasked Estep 
Score: -155622672.000000 Penalty: 129594.273438
Splitting cluster 17 changes total score from -155624160.000000 to -155622672.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (3893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Entering Unmasked Estep 
Score: -445258.093750 Penalty: 2050.199951
	Iteration 0F: 2 clusters Score -445258.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -441455.406250 Penalty: 4100.399902
	Iteration 0F: 3 clusters Score -441455.4 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -442248.062500 Penalty: 4100.399902
	Iteration 1F: 3 clusters Score -442248.1 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -442446.843750 Penalty: 4100.399902
	Iteration 2F: 3 clusters Score -442446.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -442542.156250 Penalty: 4100.399902
	Iteration 3Q: 3 clusters Score -442542.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -442603.375000 Penalty: 4100.399902
	Iteration 4Q: 3 clusters Score -442603.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -442650.062500 Penalty: 4100.399902
	Iteration 5Q: 3 clusters Score -442650.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -442691.125000 Penalty: 4100.399902
	Iteration 6Q: 3 clusters Score -442691.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -442721.500000 Penalty: 4100.399902
	Iteration 7Q: 3 clusters Score -442721.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -442747.406250 Penalty: 4100.399902
	Iteration 8Q: 3 clusters Score -442747.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -442766.406250 Penalty: 4100.399902
	Iteration 9Q: 3 clusters Score -442766.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -442791.781250 Penalty: 4100.399902
	Iteration 10Q: 3 clusters Score -442791.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -442813.500000 Penalty: 4100.399902
	Iteration 11Q: 3 clusters Score -442813.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -442838.750000 Penalty: 4100.399902
	Iteration 12Q: 3 clusters Score -442838.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -442860.250000 Penalty: 4100.399902
	Iteration 13Q: 3 clusters Score -442860.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -442883.031250 Penalty: 4100.399902
	Iteration 14Q: 3 clusters Score -442883 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -442895.750000 Penalty: 4100.399902
	Iteration 15Q: 3 clusters Score -442895.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -442909.562500 Penalty: 4100.399902
	Iteration 16Q: 3 clusters Score -442909.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -442926.531250 Penalty: 4100.399902
	Iteration 17Q: 3 clusters Score -442926.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -442948.093750 Penalty: 4100.399902
	Iteration 18Q: 3 clusters Score -442948.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -442978.906250 Penalty: 4100.399902
	Iteration 19Q: 3 clusters Score -442978.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -443012.250000 Penalty: 4100.399902
	Iteration 20F: 3 clusters Score -443012.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -443050.406250 Penalty: 4100.399902
	Iteration 21Q: 3 clusters Score -443050.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -443091.750000 Penalty: 4100.399902
	Iteration 22Q: 3 clusters Score -443091.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -443129.937500 Penalty: 4100.399902
	Iteration 23Q: 3 clusters Score -443129.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -443168.156250 Penalty: 4100.399902
	Iteration 24Q: 3 clusters Score -443168.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -443208.562500 Penalty: 4100.399902
	Iteration 25Q: 3 clusters Score -443208.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -443250.781250 Penalty: 4100.399902
	Iteration 26Q: 3 clusters Score -443250.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -443296.656250 Penalty: 4100.399902
	Iteration 27Q: 3 clusters Score -443296.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -443342.500000 Penalty: 4100.399902
	Iteration 28Q: 3 clusters Score -443342.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -443376.093750 Penalty: 4100.399902
	Iteration 29Q: 3 clusters Score -443376.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -443412.937500 Penalty: 4100.399902
	Iteration 30Q: 3 clusters Score -443412.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -443448.031250 Penalty: 4100.399902
	Iteration 31Q: 3 clusters Score -443448 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -443480.656250 Penalty: 4100.399902
	Iteration 32Q: 3 clusters Score -443480.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -443513.906250 Penalty: 4100.399902
	Iteration 33Q: 3 clusters Score -443513.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -443546.437500 Penalty: 4100.399902
	Iteration 34Q: 3 clusters Score -443546.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -443563.375000 Penalty: 4100.399902
	Iteration 35Q: 3 clusters Score -443563.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -443576.718750 Penalty: 4100.399902
	Iteration 36Q: 3 clusters Score -443576.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -443589.375000 Penalty: 4100.399902
	Iteration 37Q: 3 clusters Score -443589.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -443605.468750 Penalty: 4100.399902
	Iteration 38Q: 3 clusters Score -443605.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -443616.000000 Penalty: 4100.399902
	Iteration 39Q: 3 clusters Score -443616 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -443622.468750 Penalty: 4100.399902
	Iteration 40F: 3 clusters Score -443622.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -443629.437500 Penalty: 4100.399902
	Iteration 41Q: 3 clusters Score -443629.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -443633.687500 Penalty: 4100.399902
	Iteration 42Q: 3 clusters Score -443633.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -443638.656250 Penalty: 4100.399902
	Iteration 43Q: 3 clusters Score -443638.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -443648.906250 Penalty: 4100.399902
	Iteration 44Q: 3 clusters Score -443648.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -443656.687500 Penalty: 4100.399902
	Iteration 45Q: 3 clusters Score -443656.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -443660.843750 Penalty: 4100.399902
	Iteration 46Q: 3 clusters Score -443660.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -443665.531250 Penalty: 4100.399902
	Iteration 47Q: 3 clusters Score -443665.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -443672.031250 Penalty: 4100.399902
	Iteration 48Q: 3 clusters Score -443672 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -443677.687500 Penalty: 4100.399902
	Iteration 49Q: 3 clusters Score -443677.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -443682.781250 Penalty: 4100.399902
	Iteration 50Q: 3 clusters Score -443682.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -443691.125000 Penalty: 4100.399902
	Iteration 51Q: 3 clusters Score -443691.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -443700.218750 Penalty: 4100.399902
	Iteration 52Q: 3 clusters Score -443700.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -443706.750000 Penalty: 4100.399902
	Iteration 53Q: 3 clusters Score -443706.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -443715.968750 Penalty: 4100.399902
	Iteration 54Q: 3 clusters Score -443716 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -443723.812500 Penalty: 4100.399902
	Iteration 55Q: 3 clusters Score -443723.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -443731.531250 Penalty: 4100.399902
	Iteration 56Q: 3 clusters Score -443731.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -443740.187500 Penalty: 4100.399902
	Iteration 57Q: 3 clusters Score -443740.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -443746.781250 Penalty: 4100.399902
	Iteration 58Q: 3 clusters Score -443746.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -443753.750000 Penalty: 4100.399902
	Iteration 59Q: 3 clusters Score -443753.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -443759.156250 Penalty: 4100.399902
	Iteration 60F: 3 clusters Score -443759.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -443765.781250 Penalty: 4100.399902
	Iteration 61Q: 3 clusters Score -443765.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -443767.937500 Penalty: 4100.399902
	Iteration 62Q: 3 clusters Score -443767.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -443771.500000 Penalty: 4100.399902
	Iteration 63Q: 3 clusters Score -443771.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -443774.500000 Penalty: 4100.399902
	Iteration 64Q: 3 clusters Score -443774.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -443775.812500 Penalty: 4100.399902
	Iteration 65Q: 3 clusters Score -443775.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -443781.468750 Penalty: 4100.399902
	Iteration 66Q: 3 clusters Score -443781.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -443786.375000 Penalty: 4100.399902
	Iteration 67Q: 3 clusters Score -443786.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -443792.375000 Penalty: 4100.399902
	Iteration 68Q: 3 clusters Score -443792.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -443794.468750 Penalty: 4100.399902
	Iteration 69Q: 3 clusters Score -443794.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -443795.812500 Penalty: 4100.399902
	Iteration 70Q: 3 clusters Score -443795.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -443795.812500 Penalty: 4100.399902
	Iteration 71F: 3 clusters Score -443795.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Entering Unmasked Estep 
Score: -123030.609375 Penalty: 1752.272095
	Iteration 0F: 2 clusters Score -123030.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -121064.359375 Penalty: 3504.544189
	Iteration 0F: 3 clusters Score -121064.4 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -121749.843750 Penalty: 3504.544189
	Iteration 1F: 3 clusters Score -121749.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -122114.804688 Penalty: 3504.544189
	Iteration 2F: 3 clusters Score -122114.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -122500.406250 Penalty: 3504.544189
	Iteration 3F: 3 clusters Score -122500.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -122827.718750 Penalty: 3504.544189
	Iteration 4F: 3 clusters Score -122827.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -122965.882812 Penalty: 3504.544189
	Iteration 5Q: 3 clusters Score -122965.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -123010.382812 Penalty: 3504.544189
	Iteration 6Q: 3 clusters Score -123010.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -123034.632812 Penalty: 3504.544189
	Iteration 7Q: 3 clusters Score -123034.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -123044.890625 Penalty: 3504.544189
	Iteration 8Q: 3 clusters Score -123044.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -123046.046875 Penalty: 3504.544189
	Iteration 9Q: 3 clusters Score -123046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -123049.257812 Penalty: 3504.544189
	Iteration 10Q: 3 clusters Score -123049.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -123053.601562 Penalty: 3504.544189
	Iteration 11Q: 3 clusters Score -123053.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -123056.671875 Penalty: 3504.544189
	Iteration 12Q: 3 clusters Score -123056.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -123056.671875 Penalty: 3504.544189
	Iteration 13F: 3 clusters Score -123056.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 24790 members 
Mstep: Class 2 contains 45857 members 
Mstep: Class 3 contains 3405 members 
Mstep: Class 4 contains 1791 members 
Mstep: Class 5 contains 238092 members 
Mstep: Class 6 contains 1317 members 
Mstep: Class 7 contains 6035 members 
Mstep: Class 8 contains 211945 members 
Mstep: Class 9 contains 83318 members 
Mstep: Class 10 contains 38429 members 
Mstep: Class 11 contains 9151 members 
Mstep: Class 12 contains 44331 members 
Mstep: Class 13 contains 1259 members 
Mstep: Class 14 contains 10553 members 
Mstep: Class 15 contains 5121 members 
Mstep: Class 16 contains 215680 members 
Mstep: Class 17 contains 1274 members 
Mstep: Class 18 contains 3893 members 
Mstep: Class 19 contains 870 members 
Mstep: Class 20 contains 10707 members 
Mstep: Class 21 contains 29408 members 
Mstep: Class 22 contains 200432 members 
Mstep: Class 23 contains 9269 members 
Mstep: Class 24 contains 16208 members 
Mstep: Class 25 contains 8049 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 6870 members 
Mstep: Class 28 contains 9153 members 
Mstep: Class 29 contains 3967 members 
Mstep: Class 30 contains 388 members 
Mstep: Class 31 contains 4598 members 
Mstep: Class 32 contains 43734 members 
Mstep: Class 33 contains 1320 members 
Mstep: Class 34 contains 62096 members 
Mstep: Class 35 contains 2191 members 
Mstep: Class 36 contains 3314 members 
Mstep: Class 37 contains 301 members 
Entering Unmasked Estep 
Score: -155622240.000000 Penalty: 129594.273438
Splitting cluster 19 changes total score from -155624160.000000 to -155622240.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (10707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Entering Unmasked Estep 
Score: -1228684.625000 Penalty: 2301.105957
	Iteration 0F: 2 clusters Score -1228685 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -1220552.250000 Penalty: 4602.211914
	Iteration 0F: 3 clusters Score -1220552 nChanged 4484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -1222985.500000 Penalty: 4602.211914
	Iteration 1F: 3 clusters Score -1222986 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -1223328.750000 Penalty: 4602.211914
	Iteration 2F: 3 clusters Score -1223329 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -1223613.375000 Penalty: 4602.211914
	Iteration 3F: 3 clusters Score -1223613 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -1223859.500000 Penalty: 4602.211914
	Iteration 4Q: 3 clusters Score -1223860 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -1224120.500000 Penalty: 4602.211914
	Iteration 5Q: 3 clusters Score -1224120 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -1224438.500000 Penalty: 4602.211914
	Iteration 6Q: 3 clusters Score -1224438 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -1224792.875000 Penalty: 4602.211914
	Iteration 7F: 3 clusters Score -1224793 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -1225177.125000 Penalty: 4602.211914
	Iteration 8F: 3 clusters Score -1225177 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -1225582.000000 Penalty: 4602.211914
	Iteration 9Q: 3 clusters Score -1225582 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -1225998.375000 Penalty: 4602.211914
	Iteration 10Q: 3 clusters Score -1225998 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -1226372.750000 Penalty: 4602.211914
	Iteration 11Q: 3 clusters Score -1226373 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -1226621.750000 Penalty: 4602.211914
	Iteration 12Q: 3 clusters Score -1226622 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -1226786.000000 Penalty: 4602.211914
	Iteration 13Q: 3 clusters Score -1226786 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -1226870.625000 Penalty: 4602.211914
	Iteration 14Q: 3 clusters Score -1226871 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -1226931.500000 Penalty: 4602.211914
	Iteration 15Q: 3 clusters Score -1226932 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -1226963.500000 Penalty: 4602.211914
	Iteration 16Q: 3 clusters Score -1226964 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -1226980.875000 Penalty: 4602.211914
	Iteration 17Q: 3 clusters Score -1226981 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -1226993.875000 Penalty: 4602.211914
	Iteration 18Q: 3 clusters Score -1226994 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -1227004.375000 Penalty: 4602.211914
	Iteration 19Q: 3 clusters Score -1227004 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -1227015.875000 Penalty: 4602.211914
	Iteration 20F: 3 clusters Score -1227016 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -1227029.500000 Penalty: 4602.211914
	Iteration 21Q: 3 clusters Score -1227030 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -1227044.000000 Penalty: 4602.211914
	Iteration 22Q: 3 clusters Score -1227044 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -1227049.875000 Penalty: 4602.211914
	Iteration 23Q: 3 clusters Score -1227050 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -1227059.500000 Penalty: 4602.211914
	Iteration 24Q: 3 clusters Score -1227060 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -1227065.125000 Penalty: 4602.211914
	Iteration 25Q: 3 clusters Score -1227065 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -1227066.375000 Penalty: 4602.211914
	Iteration 26Q: 3 clusters Score -1227066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -1227068.000000 Penalty: 4602.211914
	Iteration 27Q: 3 clusters Score -1227068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -1227071.375000 Penalty: 4602.211914
	Iteration 28Q: 3 clusters Score -1227071 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -1227069.875000 Penalty: 4602.211914
	Iteration 29Q: 3 clusters Score -1227070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -1227069.875000 Penalty: 4602.211914
	Iteration 30F: 3 clusters Score -1227070 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (29408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29408 members 
Entering Unmasked Estep 
Score: -3481507.000000 Penalty: 2551.677490
	Iteration 0F: 2 clusters Score -3481507 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14600 members 
Mstep: Class 2 contains 14808 members 
Entering Unmasked Estep 
Score: -3461368.250000 Penalty: 5103.354980
	Iteration 0F: 3 clusters Score -3461368 nChanged 13351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14251 members 
Mstep: Class 2 contains 15157 members 
Entering Unmasked Estep 
Score: -3468651.250000 Penalty: 5103.354980
	Iteration 1F: 3 clusters Score -3468651 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14020 members 
Mstep: Class 2 contains 15388 members 
Entering Unmasked Estep 
Score: -3469204.500000 Penalty: 5103.354980
	Iteration 2F: 3 clusters Score -3469204 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13704 members 
Mstep: Class 2 contains 15704 members 
Entering Unmasked Estep 
Score: -3469681.250000 Penalty: 5103.354980
	Iteration 3Q: 3 clusters Score -3469681 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13271 members 
Mstep: Class 2 contains 16137 members 
Entering Unmasked Estep 
Score: -3470164.000000 Penalty: 5103.354980
	Iteration 4Q: 3 clusters Score -3470164 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12683 members 
Mstep: Class 2 contains 16725 members 
Entering Unmasked Estep 
Score: -3470647.750000 Penalty: 5103.354980
	Iteration 5Q: 3 clusters Score -3470648 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11880 members 
Mstep: Class 2 contains 17528 members 
Entering Unmasked Estep 
Score: -3471217.500000 Penalty: 5103.354980
	Iteration 6Q: 3 clusters Score -3471218 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 18541 members 
Entering Unmasked Estep 
Score: -3471927.000000 Penalty: 5103.354980
	Iteration 7Q: 3 clusters Score -3471927 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 19843 members 
Entering Unmasked Estep 
Score: -3472904.250000 Penalty: 5103.354980
	Iteration 8F: 3 clusters Score -3472904 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 21353 members 
Entering Unmasked Estep 
Score: -3474029.000000 Penalty: 5103.354980
	Iteration 9F: 3 clusters Score -3474029 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 22896 members 
Entering Unmasked Estep 
Score: -3475276.250000 Penalty: 5103.354980
	Iteration 10F: 3 clusters Score -3475276 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 24388 members 
Entering Unmasked Estep 
Score: -3476582.250000 Penalty: 5103.354980
	Iteration 11F: 3 clusters Score -3476582 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 25599 members 
Entering Unmasked Estep 
Score: -3477720.250000 Penalty: 5103.354980
	Iteration 12Q: 3 clusters Score -3477720 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 26400 members 
Entering Unmasked Estep 
Score: -3478622.250000 Penalty: 5103.354980
	Iteration 13Q: 3 clusters Score -3478622 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 26865 members 
Entering Unmasked Estep 
Score: -3479219.750000 Penalty: 5103.354980
	Iteration 14Q: 3 clusters Score -3479220 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 27107 members 
Entering Unmasked Estep 
Score: -3479599.750000 Penalty: 5103.354980
	Iteration 15Q: 3 clusters Score -3479600 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 27212 members 
Entering Unmasked Estep 
Score: -3479807.000000 Penalty: 5103.354980
	Iteration 16Q: 3 clusters Score -3479807 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 27275 members 
Entering Unmasked Estep 
Score: -3479929.000000 Penalty: 5103.354980
	Iteration 17Q: 3 clusters Score -3479929 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 27298 members 
Entering Unmasked Estep 
Score: -3479980.500000 Penalty: 5103.354980
	Iteration 18Q: 3 clusters Score -3479980 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 27307 members 
Entering Unmasked Estep 
Score: -3480001.750000 Penalty: 5103.354980
	Iteration 19Q: 3 clusters Score -3480002 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 27295 members 
Entering Unmasked Estep 
Score: -3480021.500000 Penalty: 5103.354980
	Iteration 20F: 3 clusters Score -3480022 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 27275 members 
Entering Unmasked Estep 
Score: -3480036.500000 Penalty: 5103.354980
	Iteration 21Q: 3 clusters Score -3480036 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 27256 members 
Entering Unmasked Estep 
Score: -3480045.750000 Penalty: 5103.354980
	Iteration 22Q: 3 clusters Score -3480046 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 27244 members 
Entering Unmasked Estep 
Score: -3480049.250000 Penalty: 5103.354980
	Iteration 23Q: 3 clusters Score -3480049 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 27227 members 
Entering Unmasked Estep 
Score: -3480061.750000 Penalty: 5103.354980
	Iteration 24Q: 3 clusters Score -3480062 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 27218 members 
Entering Unmasked Estep 
Score: -3480066.250000 Penalty: 5103.354980
	Iteration 25Q: 3 clusters Score -3480066 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 27208 members 
Entering Unmasked Estep 
Score: -3480067.250000 Penalty: 5103.354980
	Iteration 26Q: 3 clusters Score -3480067 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 27200 members 
Entering Unmasked Estep 
Score: -3480075.250000 Penalty: 5103.354980
	Iteration 27Q: 3 clusters Score -3480075 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 27196 members 
Entering Unmasked Estep 
Score: -3480076.500000 Penalty: 5103.354980
	Iteration 28Q: 3 clusters Score -3480076 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 27195 members 
Entering Unmasked Estep 
Score: -3480077.500000 Penalty: 5103.354980
	Iteration 29Q: 3 clusters Score -3480078 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 27193 members 
Entering Unmasked Estep 
Score: -3480081.500000 Penalty: 5103.354980
	Iteration 30Q: 3 clusters Score -3480082 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 27187 members 
Entering Unmasked Estep 
Score: -3480080.250000 Penalty: 5103.354980
	Iteration 31Q: 3 clusters Score -3480080 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 27187 members 
Entering Unmasked Estep 
Score: -3480088.500000 Penalty: 5103.354980
	Iteration 32Q: 3 clusters Score -3480088 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 27181 members 
Entering Unmasked Estep 
Score: -3480091.750000 Penalty: 5103.354980
	Iteration 33Q: 3 clusters Score -3480092 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 27179 members 
Entering Unmasked Estep 
Score: -3480098.000000 Penalty: 5103.354980
	Iteration 34Q: 3 clusters Score -3480098 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 27176 members 
Entering Unmasked Estep 
Score: -3480096.250000 Penalty: 5103.354980
	Iteration 35Q: 3 clusters Score -3480096 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 27177 members 
Entering Unmasked Estep 
Score: -3480108.500000 Penalty: 5103.354980
	Iteration 36Q: 3 clusters Score -3480108 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 27172 members 
Entering Unmasked Estep 
Score: -3480114.250000 Penalty: 5103.354980
	Iteration 37Q: 3 clusters Score -3480114 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 27169 members 
Entering Unmasked Estep 
Score: -3480117.750000 Penalty: 5103.354980
	Iteration 38Q: 3 clusters Score -3480118 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 27167 members 
Entering Unmasked Estep 
Score: -3480120.500000 Penalty: 5103.354980
	Iteration 39Q: 3 clusters Score -3480120 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 27165 members 
Entering Unmasked Estep 
Score: -3480116.750000 Penalty: 5103.354980
	Iteration 40F: 3 clusters Score -3480117 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 27162 members 
Entering Unmasked Estep 
Score: -3480118.000000 Penalty: 5103.354980
	Iteration 41Q: 3 clusters Score -3480118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 27162 members 
Entering Unmasked Estep 
Score: -3480121.250000 Penalty: 5103.354980
	Iteration 42Q: 3 clusters Score -3480121 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 27160 members 
Entering Unmasked Estep 
Score: -3480119.500000 Penalty: 5103.354980
	Iteration 43Q: 3 clusters Score -3480120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 27159 members 
Entering Unmasked Estep 
Score: -3480121.250000 Penalty: 5103.354980
	Iteration 44Q: 3 clusters Score -3480121 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 27159 members 
Entering Unmasked Estep 
Score: -3480121.250000 Penalty: 5103.354980
	Iteration 45F: 3 clusters Score -3480121 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (200432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200432 members 
Entering Unmasked Estep 
Score: -23609132.000000 Penalty: 3027.641113
	Iteration 0F: 2 clusters Score -2.360913e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100516 members 
Mstep: Class 2 contains 99916 members 
Entering Unmasked Estep 
Score: -23476996.000000 Penalty: 6055.282227
	Iteration 0F: 3 clusters Score -2.3477e+07 nChanged 96494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107350 members 
Mstep: Class 2 contains 93082 members 
Entering Unmasked Estep 
Score: -23534158.000000 Penalty: 6055.282227
	Iteration 1F: 3 clusters Score -2.353416e+07 nChanged 6329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111869 members 
Mstep: Class 2 contains 88563 members 
Entering Unmasked Estep 
Score: -23535830.000000 Penalty: 6055.282227
	Iteration 2Q: 3 clusters Score -2.353583e+07 nChanged 8106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118841 members 
Mstep: Class 2 contains 81591 members 
Entering Unmasked Estep 
Score: -23538824.000000 Penalty: 6055.282227
	Iteration 3Q: 3 clusters Score -2.353882e+07 nChanged 11053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129292 members 
Mstep: Class 2 contains 71140 members 
Entering Unmasked Estep 
Score: -23544536.000000 Penalty: 6055.282227
	Iteration 4F: 3 clusters Score -2.354454e+07 nChanged 15065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144083 members 
Mstep: Class 2 contains 56349 members 
Entering Unmasked Estep 
Score: -23555042.000000 Penalty: 6055.282227
	Iteration 5F: 3 clusters Score -2.355504e+07 nChanged 18117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162104 members 
Mstep: Class 2 contains 38328 members 
Entering Unmasked Estep 
Score: -23570772.000000 Penalty: 6055.282227
	Iteration 6F: 3 clusters Score -2.357077e+07 nChanged 17554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179628 members 
Mstep: Class 2 contains 20804 members 
Entering Unmasked Estep 
Score: -23587398.000000 Penalty: 6055.282227
	Iteration 7F: 3 clusters Score -2.35874e+07 nChanged 12334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191958 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -23598882.000000 Penalty: 6055.282227
	Iteration 8F: 3 clusters Score -2.359888e+07 nChanged 5882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197838 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -23604014.000000 Penalty: 6055.282227
	Iteration 9Q: 3 clusters Score -2.360401e+07 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199663 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -23605676.000000 Penalty: 6055.282227
	Iteration 10Q: 3 clusters Score -2.360568e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200075 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -23606098.000000 Penalty: 6055.282227
	Iteration 11Q: 3 clusters Score -2.36061e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200157 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -23606250.000000 Penalty: 6055.282227
	Iteration 12Q: 3 clusters Score -2.360625e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200185 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -23606322.000000 Penalty: 6055.282227
	Iteration 13Q: 3 clusters Score -2.360632e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200200 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -23606388.000000 Penalty: 6055.282227
	Iteration 14Q: 3 clusters Score -2.360639e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200213 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -23606414.000000 Penalty: 6055.282227
	Iteration 15Q: 3 clusters Score -2.360641e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200221 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -23606424.000000 Penalty: 6055.282227
	Iteration 16Q: 3 clusters Score -2.360642e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200224 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -23606456.000000 Penalty: 6055.282227
	Iteration 17Q: 3 clusters Score -2.360646e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200227 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -23606456.000000 Penalty: 6055.282227
	Iteration 18Q: 3 clusters Score -2.360646e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200230 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -23606450.000000 Penalty: 6055.282227
	Iteration 19Q: 3 clusters Score -2.360645e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200233 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -23606458.000000 Penalty: 6055.282227
	Iteration 20F: 3 clusters Score -2.360646e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200237 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -23606468.000000 Penalty: 6055.282227
	Iteration 21Q: 3 clusters Score -2.360647e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200239 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -23606474.000000 Penalty: 6055.282227
	Iteration 22Q: 3 clusters Score -2.360647e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200240 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -23606478.000000 Penalty: 6055.282227
	Iteration 23Q: 3 clusters Score -2.360648e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200240 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -23606478.000000 Penalty: 6055.282227
	Iteration 24F: 3 clusters Score -2.360648e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (9269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Entering Unmasked Estep 
Score: -1065496.250000 Penalty: 2265.338867
	Iteration 0F: 2 clusters Score -1065496 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -1058313.125000 Penalty: 4530.677734
	Iteration 0F: 3 clusters Score -1058313 nChanged 3865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -1060403.625000 Penalty: 4530.677734
	Iteration 1F: 3 clusters Score -1060404 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -1060959.375000 Penalty: 4530.677734
	Iteration 2F: 3 clusters Score -1060959 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -1061613.625000 Penalty: 4530.677734
	Iteration 3F: 3 clusters Score -1061614 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -1062299.625000 Penalty: 4530.677734
	Iteration 4F: 3 clusters Score -1062300 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -1062842.000000 Penalty: 4530.677734
	Iteration 5F: 3 clusters Score -1062842 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -1063188.125000 Penalty: 4530.677734
	Iteration 6F: 3 clusters Score -1063188 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -1063440.625000 Penalty: 4530.677734
	Iteration 7Q: 3 clusters Score -1063441 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -1063621.125000 Penalty: 4530.677734
	Iteration 8Q: 3 clusters Score -1063621 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -1063754.625000 Penalty: 4530.677734
	Iteration 9Q: 3 clusters Score -1063755 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -1063849.000000 Penalty: 4530.677734
	Iteration 10Q: 3 clusters Score -1063849 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -1063936.375000 Penalty: 4530.677734
	Iteration 11Q: 3 clusters Score -1063936 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -1064000.750000 Penalty: 4530.677734
	Iteration 12Q: 3 clusters Score -1064001 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -1064045.625000 Penalty: 4530.677734
	Iteration 13Q: 3 clusters Score -1064046 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -1064078.875000 Penalty: 4530.677734
	Iteration 14Q: 3 clusters Score -1064079 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -1064111.375000 Penalty: 4530.677734
	Iteration 15Q: 3 clusters Score -1064111 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -1064133.500000 Penalty: 4530.677734
	Iteration 16Q: 3 clusters Score -1064134 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -1064158.875000 Penalty: 4530.677734
	Iteration 17Q: 3 clusters Score -1064159 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -1064179.500000 Penalty: 4530.677734
	Iteration 18Q: 3 clusters Score -1064180 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -1064194.375000 Penalty: 4530.677734
	Iteration 19Q: 3 clusters Score -1064194 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -1064207.000000 Penalty: 4530.677734
	Iteration 20F: 3 clusters Score -1064207 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -1064218.625000 Penalty: 4530.677734
	Iteration 21Q: 3 clusters Score -1064219 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -1064222.875000 Penalty: 4530.677734
	Iteration 22Q: 3 clusters Score -1064223 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -1064229.000000 Penalty: 4530.677734
	Iteration 23Q: 3 clusters Score -1064229 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -1064233.375000 Penalty: 4530.677734
	Iteration 24Q: 3 clusters Score -1064233 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -1064236.125000 Penalty: 4530.677734
	Iteration 25Q: 3 clusters Score -1064236 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -1064239.125000 Penalty: 4530.677734
	Iteration 26Q: 3 clusters Score -1064239 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -1064242.875000 Penalty: 4530.677734
	Iteration 27Q: 3 clusters Score -1064243 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -1064243.250000 Penalty: 4530.677734
	Iteration 28Q: 3 clusters Score -1064243 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -1064248.875000 Penalty: 4530.677734
	Iteration 29Q: 3 clusters Score -1064249 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -1064253.375000 Penalty: 4530.677734
	Iteration 30Q: 3 clusters Score -1064253 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -1064254.500000 Penalty: 4530.677734
	Iteration 31Q: 3 clusters Score -1064254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -1064255.875000 Penalty: 4530.677734
	Iteration 32Q: 3 clusters Score -1064256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -1064257.125000 Penalty: 4530.677734
	Iteration 33Q: 3 clusters Score -1064257 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -1064257.375000 Penalty: 4530.677734
	Iteration 34Q: 3 clusters Score -1064257 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -1064258.000000 Penalty: 4530.677734
	Iteration 35Q: 3 clusters Score -1064258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -1064260.000000 Penalty: 4530.677734
	Iteration 36Q: 3 clusters Score -1064260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -1064261.875000 Penalty: 4530.677734
	Iteration 37Q: 3 clusters Score -1064262 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -1064260.500000 Penalty: 4530.677734
	Iteration 38Q: 3 clusters Score -1064260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -1064260.875000 Penalty: 4530.677734
	Iteration 39Q: 3 clusters Score -1064261 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -1064260.500000 Penalty: 4530.677734
	Iteration 40F: 3 clusters Score -1064260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -1064263.000000 Penalty: 4530.677734
	Iteration 41Q: 3 clusters Score -1064263 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -1064261.875000 Penalty: 4530.677734
	Iteration 42Q: 3 clusters Score -1064262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -1064263.000000 Penalty: 4530.677734
	Iteration 43Q: 3 clusters Score -1064263 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -1064263.500000 Penalty: 4530.677734
	Iteration 44Q: 3 clusters Score -1064264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -1064261.625000 Penalty: 4530.677734
	Iteration 45Q: 3 clusters Score -1064262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -1064263.750000 Penalty: 4530.677734
	Iteration 46Q: 3 clusters Score -1064264 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -1064263.750000 Penalty: 4530.677734
	Iteration 47F: 3 clusters Score -1064264 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (16208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16208 members 
Entering Unmasked Estep 
Score: -1879068.125000 Penalty: 2403.928467
	Iteration 0F: 2 clusters Score -1879068 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -1867340.875000 Penalty: 4807.856934
	Iteration 0F: 3 clusters Score -1867341 nChanged 7147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -1871329.875000 Penalty: 4807.856934
	Iteration 1F: 3 clusters Score -1871330 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -1871772.500000 Penalty: 4807.856934
	Iteration 2F: 3 clusters Score -1871772 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -1872150.625000 Penalty: 4807.856934
	Iteration 3F: 3 clusters Score -1872151 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -1872546.750000 Penalty: 4807.856934
	Iteration 4Q: 3 clusters Score -1872547 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -1872960.500000 Penalty: 4807.856934
	Iteration 5Q: 3 clusters Score -1872960 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -1873428.375000 Penalty: 4807.856934
	Iteration 6Q: 3 clusters Score -1873428 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -1873944.250000 Penalty: 4807.856934
	Iteration 7Q: 3 clusters Score -1873944 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 11645 members 
Entering Unmasked Estep 
Score: -1874487.250000 Penalty: 4807.856934
	Iteration 8Q: 3 clusters Score -1874487 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 12123 members 
Entering Unmasked Estep 
Score: -1875004.125000 Penalty: 4807.856934
	Iteration 9Q: 3 clusters Score -1875004 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 12555 members 
Entering Unmasked Estep 
Score: -1875440.875000 Penalty: 4807.856934
	Iteration 10Q: 3 clusters Score -1875441 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 12937 members 
Entering Unmasked Estep 
Score: -1875812.750000 Penalty: 4807.856934
	Iteration 11Q: 3 clusters Score -1875813 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 13239 members 
Entering Unmasked Estep 
Score: -1876088.625000 Penalty: 4807.856934
	Iteration 12Q: 3 clusters Score -1876089 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 13461 members 
Entering Unmasked Estep 
Score: -1876297.250000 Penalty: 4807.856934
	Iteration 13Q: 3 clusters Score -1876297 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 13682 members 
Entering Unmasked Estep 
Score: -1876450.750000 Penalty: 4807.856934
	Iteration 14Q: 3 clusters Score -1876451 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 13871 members 
Entering Unmasked Estep 
Score: -1876561.375000 Penalty: 4807.856934
	Iteration 15Q: 3 clusters Score -1876561 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 14035 members 
Entering Unmasked Estep 
Score: -1876655.625000 Penalty: 4807.856934
	Iteration 16Q: 3 clusters Score -1876656 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 14164 members 
Entering Unmasked Estep 
Score: -1876735.000000 Penalty: 4807.856934
	Iteration 17Q: 3 clusters Score -1876735 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 14277 members 
Entering Unmasked Estep 
Score: -1876792.625000 Penalty: 4807.856934
	Iteration 18Q: 3 clusters Score -1876793 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 14377 members 
Entering Unmasked Estep 
Score: -1876851.625000 Penalty: 4807.856934
	Iteration 19Q: 3 clusters Score -1876852 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 14478 members 
Entering Unmasked Estep 
Score: -1876910.125000 Penalty: 4807.856934
	Iteration 20F: 3 clusters Score -1876910 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 14559 members 
Entering Unmasked Estep 
Score: -1876951.625000 Penalty: 4807.856934
	Iteration 21Q: 3 clusters Score -1876952 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 14621 members 
Entering Unmasked Estep 
Score: -1876985.125000 Penalty: 4807.856934
	Iteration 22Q: 3 clusters Score -1876985 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 14672 members 
Entering Unmasked Estep 
Score: -1877010.250000 Penalty: 4807.856934
	Iteration 23Q: 3 clusters Score -1877010 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 14720 members 
Entering Unmasked Estep 
Score: -1877024.250000 Penalty: 4807.856934
	Iteration 24Q: 3 clusters Score -1877024 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 14765 members 
Entering Unmasked Estep 
Score: -1877045.125000 Penalty: 4807.856934
	Iteration 25Q: 3 clusters Score -1877045 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 14806 members 
Entering Unmasked Estep 
Score: -1877064.875000 Penalty: 4807.856934
	Iteration 26Q: 3 clusters Score -1877065 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 14836 members 
Entering Unmasked Estep 
Score: -1877076.125000 Penalty: 4807.856934
	Iteration 27Q: 3 clusters Score -1877076 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 14865 members 
Entering Unmasked Estep 
Score: -1877085.125000 Penalty: 4807.856934
	Iteration 28Q: 3 clusters Score -1877085 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 14882 members 
Entering Unmasked Estep 
Score: -1877093.500000 Penalty: 4807.856934
	Iteration 29Q: 3 clusters Score -1877094 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 14898 members 
Entering Unmasked Estep 
Score: -1877101.750000 Penalty: 4807.856934
	Iteration 30Q: 3 clusters Score -1877102 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 14915 members 
Entering Unmasked Estep 
Score: -1877108.000000 Penalty: 4807.856934
	Iteration 31Q: 3 clusters Score -1877108 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 14927 members 
Entering Unmasked Estep 
Score: -1877111.000000 Penalty: 4807.856934
	Iteration 32Q: 3 clusters Score -1877111 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 14940 members 
Entering Unmasked Estep 
Score: -1877112.750000 Penalty: 4807.856934
	Iteration 33Q: 3 clusters Score -1877113 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 14953 members 
Entering Unmasked Estep 
Score: -1877114.625000 Penalty: 4807.856934
	Iteration 34Q: 3 clusters Score -1877115 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 14964 members 
Entering Unmasked Estep 
Score: -1877119.875000 Penalty: 4807.856934
	Iteration 35Q: 3 clusters Score -1877120 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 14976 members 
Entering Unmasked Estep 
Score: -1877128.250000 Penalty: 4807.856934
	Iteration 36Q: 3 clusters Score -1877128 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 14988 members 
Entering Unmasked Estep 
Score: -1877134.250000 Penalty: 4807.856934
	Iteration 37Q: 3 clusters Score -1877134 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 14995 members 
Entering Unmasked Estep 
Score: -1877138.625000 Penalty: 4807.856934
	Iteration 38Q: 3 clusters Score -1877139 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 15000 members 
Entering Unmasked Estep 
Score: -1877142.875000 Penalty: 4807.856934
	Iteration 39Q: 3 clusters Score -1877143 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 15009 members 
Entering Unmasked Estep 
Score: -1877144.000000 Penalty: 4807.856934
	Iteration 40F: 3 clusters Score -1877144 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 15020 members 
Entering Unmasked Estep 
Score: -1877150.625000 Penalty: 4807.856934
	Iteration 41Q: 3 clusters Score -1877151 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 15033 members 
Entering Unmasked Estep 
Score: -1877161.625000 Penalty: 4807.856934
	Iteration 42Q: 3 clusters Score -1877162 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 15051 members 
Entering Unmasked Estep 
Score: -1877163.500000 Penalty: 4807.856934
	Iteration 43Q: 3 clusters Score -1877164 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 15064 members 
Entering Unmasked Estep 
Score: -1877173.875000 Penalty: 4807.856934
	Iteration 44Q: 3 clusters Score -1877174 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 15079 members 
Entering Unmasked Estep 
Score: -1877179.125000 Penalty: 4807.856934
	Iteration 45Q: 3 clusters Score -1877179 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 15092 members 
Entering Unmasked Estep 
Score: -1877180.875000 Penalty: 4807.856934
	Iteration 46Q: 3 clusters Score -1877181 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 15102 members 
Entering Unmasked Estep 
Score: -1877188.125000 Penalty: 4807.856934
	Iteration 47Q: 3 clusters Score -1877188 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 15117 members 
Entering Unmasked Estep 
Score: -1877192.250000 Penalty: 4807.856934
	Iteration 48Q: 3 clusters Score -1877192 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 15135 members 
Entering Unmasked Estep 
Score: -1877199.000000 Penalty: 4807.856934
	Iteration 49Q: 3 clusters Score -1877199 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 15151 members 
Entering Unmasked Estep 
Score: -1877205.250000 Penalty: 4807.856934
	Iteration 50Q: 3 clusters Score -1877205 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 15160 members 
Entering Unmasked Estep 
Score: -1877208.625000 Penalty: 4807.856934
	Iteration 51Q: 3 clusters Score -1877209 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 15166 members 
Entering Unmasked Estep 
Score: -1877211.750000 Penalty: 4807.856934
	Iteration 52Q: 3 clusters Score -1877212 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 15177 members 
Entering Unmasked Estep 
Score: -1877217.125000 Penalty: 4807.856934
	Iteration 53Q: 3 clusters Score -1877217 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 15189 members 
Entering Unmasked Estep 
Score: -1877221.500000 Penalty: 4807.856934
	Iteration 54Q: 3 clusters Score -1877222 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 15198 members 
Entering Unmasked Estep 
Score: -1877224.750000 Penalty: 4807.856934
	Iteration 55Q: 3 clusters Score -1877225 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 15211 members 
Entering Unmasked Estep 
Score: -1877228.000000 Penalty: 4807.856934
	Iteration 56Q: 3 clusters Score -1877228 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 15221 members 
Entering Unmasked Estep 
Score: -1877233.375000 Penalty: 4807.856934
	Iteration 57Q: 3 clusters Score -1877233 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 15231 members 
Entering Unmasked Estep 
Score: -1877239.250000 Penalty: 4807.856934
	Iteration 58Q: 3 clusters Score -1877239 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 15237 members 
Entering Unmasked Estep 
Score: -1877242.625000 Penalty: 4807.856934
	Iteration 59Q: 3 clusters Score -1877243 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 15243 members 
Entering Unmasked Estep 
Score: -1877246.250000 Penalty: 4807.856934
	Iteration 60F: 3 clusters Score -1877246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 15248 members 
Entering Unmasked Estep 
Score: -1877246.125000 Penalty: 4807.856934
	Iteration 61Q: 3 clusters Score -1877246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 15252 members 
Entering Unmasked Estep 
Score: -1877245.500000 Penalty: 4807.856934
	Iteration 62Q: 3 clusters Score -1877246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 15255 members 
Entering Unmasked Estep 
Score: -1877245.375000 Penalty: 4807.856934
	Iteration 63Q: 3 clusters Score -1877245 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 15256 members 
Entering Unmasked Estep 
Score: -1877245.500000 Penalty: 4807.856934
	Iteration 64Q: 3 clusters Score -1877246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 15257 members 
Entering Unmasked Estep 
Score: -1877246.875000 Penalty: 4807.856934
	Iteration 65Q: 3 clusters Score -1877247 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 15259 members 
Entering Unmasked Estep 
Score: -1877247.750000 Penalty: 4807.856934
	Iteration 66Q: 3 clusters Score -1877248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 15262 members 
Entering Unmasked Estep 
Score: -1877250.750000 Penalty: 4807.856934
	Iteration 67Q: 3 clusters Score -1877251 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 15263 members 
Entering Unmasked Estep 
Score: -1877251.375000 Penalty: 4807.856934
	Iteration 68Q: 3 clusters Score -1877251 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 15264 members 
Entering Unmasked Estep 
Score: -1877251.500000 Penalty: 4807.856934
	Iteration 69Q: 3 clusters Score -1877252 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 15264 members 
Entering Unmasked Estep 
Score: -1877251.500000 Penalty: 4807.856934
	Iteration 70F: 3 clusters Score -1877252 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (8049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Entering Unmasked Estep 
Score: -840893.312500 Penalty: 2230.339111
	Iteration 0F: 2 clusters Score -840893.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -834435.875000 Penalty: 4460.678223
	Iteration 0F: 3 clusters Score -834435.9 nChanged 3323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -836171.875000 Penalty: 4460.678223
	Iteration 1F: 3 clusters Score -836171.9 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -836482.500000 Penalty: 4460.678223
	Iteration 2F: 3 clusters Score -836482.5 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -836731.937500 Penalty: 4460.678223
	Iteration 3F: 3 clusters Score -836731.9 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -836940.312500 Penalty: 4460.678223
	Iteration 4Q: 3 clusters Score -836940.3 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -837118.437500 Penalty: 4460.678223
	Iteration 5Q: 3 clusters Score -837118.4 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -837250.750000 Penalty: 4460.678223
	Iteration 6Q: 3 clusters Score -837250.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -837367.812500 Penalty: 4460.678223
	Iteration 7Q: 3 clusters Score -837367.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -837485.187500 Penalty: 4460.678223
	Iteration 8Q: 3 clusters Score -837485.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -837589.187500 Penalty: 4460.678223
	Iteration 9Q: 3 clusters Score -837589.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -837671.812500 Penalty: 4460.678223
	Iteration 10Q: 3 clusters Score -837671.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -837730.500000 Penalty: 4460.678223
	Iteration 11Q: 3 clusters Score -837730.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -837787.375000 Penalty: 4460.678223
	Iteration 12Q: 3 clusters Score -837787.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -837836.250000 Penalty: 4460.678223
	Iteration 13Q: 3 clusters Score -837836.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -837884.312500 Penalty: 4460.678223
	Iteration 14Q: 3 clusters Score -837884.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -837930.437500 Penalty: 4460.678223
	Iteration 15Q: 3 clusters Score -837930.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -837967.875000 Penalty: 4460.678223
	Iteration 16Q: 3 clusters Score -837967.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -838000.125000 Penalty: 4460.678223
	Iteration 17Q: 3 clusters Score -838000.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -838030.000000 Penalty: 4460.678223
	Iteration 18Q: 3 clusters Score -838030 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -838052.625000 Penalty: 4460.678223
	Iteration 19Q: 3 clusters Score -838052.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -838071.875000 Penalty: 4460.678223
	Iteration 20F: 3 clusters Score -838071.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -838085.750000 Penalty: 4460.678223
	Iteration 21Q: 3 clusters Score -838085.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -838103.375000 Penalty: 4460.678223
	Iteration 22Q: 3 clusters Score -838103.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -838119.000000 Penalty: 4460.678223
	Iteration 23Q: 3 clusters Score -838119 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -838138.875000 Penalty: 4460.678223
	Iteration 24Q: 3 clusters Score -838138.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -838150.875000 Penalty: 4460.678223
	Iteration 25Q: 3 clusters Score -838150.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -838161.625000 Penalty: 4460.678223
	Iteration 26Q: 3 clusters Score -838161.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -838176.437500 Penalty: 4460.678223
	Iteration 27Q: 3 clusters Score -838176.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -838184.250000 Penalty: 4460.678223
	Iteration 28Q: 3 clusters Score -838184.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -838193.562500 Penalty: 4460.678223
	Iteration 29Q: 3 clusters Score -838193.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -838203.500000 Penalty: 4460.678223
	Iteration 30Q: 3 clusters Score -838203.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -838215.562500 Penalty: 4460.678223
	Iteration 31Q: 3 clusters Score -838215.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -838226.562500 Penalty: 4460.678223
	Iteration 32Q: 3 clusters Score -838226.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -838236.125000 Penalty: 4460.678223
	Iteration 33Q: 3 clusters Score -838236.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -838245.062500 Penalty: 4460.678223
	Iteration 34Q: 3 clusters Score -838245.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -838257.812500 Penalty: 4460.678223
	Iteration 35Q: 3 clusters Score -838257.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -838269.062500 Penalty: 4460.678223
	Iteration 36Q: 3 clusters Score -838269.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -838275.625000 Penalty: 4460.678223
	Iteration 37Q: 3 clusters Score -838275.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -838282.375000 Penalty: 4460.678223
	Iteration 38Q: 3 clusters Score -838282.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -838288.375000 Penalty: 4460.678223
	Iteration 39Q: 3 clusters Score -838288.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -838291.375000 Penalty: 4460.678223
	Iteration 40F: 3 clusters Score -838291.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -838299.687500 Penalty: 4460.678223
	Iteration 41Q: 3 clusters Score -838299.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -838309.187500 Penalty: 4460.678223
	Iteration 42Q: 3 clusters Score -838309.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -838316.750000 Penalty: 4460.678223
	Iteration 43Q: 3 clusters Score -838316.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -838321.250000 Penalty: 4460.678223
	Iteration 44Q: 3 clusters Score -838321.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -838330.750000 Penalty: 4460.678223
	Iteration 45Q: 3 clusters Score -838330.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -838336.375000 Penalty: 4460.678223
	Iteration 46Q: 3 clusters Score -838336.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -838348.250000 Penalty: 4460.678223
	Iteration 47Q: 3 clusters Score -838348.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -838351.750000 Penalty: 4460.678223
	Iteration 48Q: 3 clusters Score -838351.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -838359.500000 Penalty: 4460.678223
	Iteration 49Q: 3 clusters Score -838359.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -838367.625000 Penalty: 4460.678223
	Iteration 50Q: 3 clusters Score -838367.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -838372.687500 Penalty: 4460.678223
	Iteration 51Q: 3 clusters Score -838372.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -838374.375000 Penalty: 4460.678223
	Iteration 52Q: 3 clusters Score -838374.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -838377.875000 Penalty: 4460.678223
	Iteration 53Q: 3 clusters Score -838377.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -838378.125000 Penalty: 4460.678223
	Iteration 54Q: 3 clusters Score -838378.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -838378.750000 Penalty: 4460.678223
	Iteration 55Q: 3 clusters Score -838378.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -838380.312500 Penalty: 4460.678223
	Iteration 56Q: 3 clusters Score -838380.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -838382.125000 Penalty: 4460.678223
	Iteration 57Q: 3 clusters Score -838382.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -838380.000000 Penalty: 4460.678223
	Iteration 58Q: 3 clusters Score -838380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -838381.375000 Penalty: 4460.678223
	Iteration 59Q: 3 clusters Score -838381.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -838382.625000 Penalty: 4460.678223
	Iteration 60F: 3 clusters Score -838382.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -838383.687500 Penalty: 4460.678223
	Iteration 61Q: 3 clusters Score -838383.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -838383.312500 Penalty: 4460.678223
	Iteration 62Q: 3 clusters Score -838383.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -838383.312500 Penalty: 4460.678223
	Iteration 63F: 3 clusters Score -838383.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Entering Unmasked Estep 
Score: -120995.187500 Penalty: 1742.333496
	Iteration 0F: 2 clusters Score -120995.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -119092.437500 Penalty: 3484.666992
	Iteration 0F: 3 clusters Score -119092.4 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -119535.632812 Penalty: 3484.666992
	Iteration 1F: 3 clusters Score -119535.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -119797.429688 Penalty: 3484.666992
	Iteration 2F: 3 clusters Score -119797.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -119974.140625 Penalty: 3484.666992
	Iteration 3F: 3 clusters Score -119974.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -120033.187500 Penalty: 3484.666992
	Iteration 4Q: 3 clusters Score -120033.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -120113.585938 Penalty: 3484.666992
	Iteration 5Q: 3 clusters Score -120113.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -120152.812500 Penalty: 3484.666992
	Iteration 6Q: 3 clusters Score -120152.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -120181.750000 Penalty: 3484.666992
	Iteration 7Q: 3 clusters Score -120181.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -120197.750000 Penalty: 3484.666992
	Iteration 8Q: 3 clusters Score -120197.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -120207.187500 Penalty: 3484.666992
	Iteration 9Q: 3 clusters Score -120207.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -120209.421875 Penalty: 3484.666992
	Iteration 10Q: 3 clusters Score -120209.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -120209.859375 Penalty: 3484.666992
	Iteration 11Q: 3 clusters Score -120209.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -120211.187500 Penalty: 3484.666992
	Iteration 12Q: 3 clusters Score -120211.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -120211.867188 Penalty: 3484.666992
	Iteration 13Q: 3 clusters Score -120211.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -120213.804688 Penalty: 3484.666992
	Iteration 14Q: 3 clusters Score -120213.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -120216.085938 Penalty: 3484.666992
	Iteration 15Q: 3 clusters Score -120216.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -120216.085938 Penalty: 3484.666992
	Iteration 16F: 3 clusters Score -120216.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (6870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Entering Unmasked Estep 
Score: -755944.937500 Penalty: 2191.059814
	Iteration 0F: 2 clusters Score -755944.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -750183.937500 Penalty: 4382.119629
	Iteration 0F: 3 clusters Score -750183.9 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -751705.437500 Penalty: 4382.119629
	Iteration 1F: 3 clusters Score -751705.4 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -751975.937500 Penalty: 4382.119629
	Iteration 2F: 3 clusters Score -751975.9 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -752163.937500 Penalty: 4382.119629
	Iteration 3F: 3 clusters Score -752163.9 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -752309.000000 Penalty: 4382.119629
	Iteration 4Q: 3 clusters Score -752309 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -752439.062500 Penalty: 4382.119629
	Iteration 5Q: 3 clusters Score -752439.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -752518.687500 Penalty: 4382.119629
	Iteration 6Q: 3 clusters Score -752518.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -752580.937500 Penalty: 4382.119629
	Iteration 7Q: 3 clusters Score -752580.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -752629.875000 Penalty: 4382.119629
	Iteration 8Q: 3 clusters Score -752629.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -752679.125000 Penalty: 4382.119629
	Iteration 9Q: 3 clusters Score -752679.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -752713.562500 Penalty: 4382.119629
	Iteration 10Q: 3 clusters Score -752713.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -752747.812500 Penalty: 4382.119629
	Iteration 11Q: 3 clusters Score -752747.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -752783.812500 Penalty: 4382.119629
	Iteration 12Q: 3 clusters Score -752783.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -752823.562500 Penalty: 4382.119629
	Iteration 13Q: 3 clusters Score -752823.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -752861.125000 Penalty: 4382.119629
	Iteration 14Q: 3 clusters Score -752861.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -752898.312500 Penalty: 4382.119629
	Iteration 15Q: 3 clusters Score -752898.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -752941.750000 Penalty: 4382.119629
	Iteration 16Q: 3 clusters Score -752941.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -752989.812500 Penalty: 4382.119629
	Iteration 17Q: 3 clusters Score -752989.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -753042.125000 Penalty: 4382.119629
	Iteration 18Q: 3 clusters Score -753042.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -753089.562500 Penalty: 4382.119629
	Iteration 19Q: 3 clusters Score -753089.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -753143.312500 Penalty: 4382.119629
	Iteration 20F: 3 clusters Score -753143.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -753195.562500 Penalty: 4382.119629
	Iteration 21Q: 3 clusters Score -753195.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -753255.187500 Penalty: 4382.119629
	Iteration 22Q: 3 clusters Score -753255.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -753321.875000 Penalty: 4382.119629
	Iteration 23Q: 3 clusters Score -753321.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -753403.687500 Penalty: 4382.119629
	Iteration 24Q: 3 clusters Score -753403.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -753496.937500 Penalty: 4382.119629
	Iteration 25Q: 3 clusters Score -753496.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -753583.437500 Penalty: 4382.119629
	Iteration 26Q: 3 clusters Score -753583.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -753674.875000 Penalty: 4382.119629
	Iteration 27Q: 3 clusters Score -753674.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -753779.500000 Penalty: 4382.119629
	Iteration 28Q: 3 clusters Score -753779.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -753892.250000 Penalty: 4382.119629
	Iteration 29Q: 3 clusters Score -753892.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -753978.375000 Penalty: 4382.119629
	Iteration 30Q: 3 clusters Score -753978.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -754080.562500 Penalty: 4382.119629
	Iteration 31Q: 3 clusters Score -754080.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -754181.687500 Penalty: 4382.119629
	Iteration 32Q: 3 clusters Score -754181.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -754293.625000 Penalty: 4382.119629
	Iteration 33Q: 3 clusters Score -754293.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -754371.062500 Penalty: 4382.119629
	Iteration 34Q: 3 clusters Score -754371.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -754413.125000 Penalty: 4382.119629
	Iteration 35Q: 3 clusters Score -754413.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -754440.000000 Penalty: 4382.119629
	Iteration 36Q: 3 clusters Score -754440 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -754463.500000 Penalty: 4382.119629
	Iteration 37Q: 3 clusters Score -754463.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -754477.375000 Penalty: 4382.119629
	Iteration 38Q: 3 clusters Score -754477.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -754499.812500 Penalty: 4382.119629
	Iteration 39Q: 3 clusters Score -754499.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -754515.500000 Penalty: 4382.119629
	Iteration 40F: 3 clusters Score -754515.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -754528.375000 Penalty: 4382.119629
	Iteration 41Q: 3 clusters Score -754528.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -754544.875000 Penalty: 4382.119629
	Iteration 42Q: 3 clusters Score -754544.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -754558.375000 Penalty: 4382.119629
	Iteration 43Q: 3 clusters Score -754558.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -754567.375000 Penalty: 4382.119629
	Iteration 44Q: 3 clusters Score -754567.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -754572.812500 Penalty: 4382.119629
	Iteration 45Q: 3 clusters Score -754572.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -754575.562500 Penalty: 4382.119629
	Iteration 46Q: 3 clusters Score -754575.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -754580.062500 Penalty: 4382.119629
	Iteration 47Q: 3 clusters Score -754580.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -754582.250000 Penalty: 4382.119629
	Iteration 48Q: 3 clusters Score -754582.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -754582.000000 Penalty: 4382.119629
	Iteration 49Q: 3 clusters Score -754582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -754583.312500 Penalty: 4382.119629
	Iteration 50Q: 3 clusters Score -754583.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -754583.687500 Penalty: 4382.119629
	Iteration 51Q: 3 clusters Score -754583.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -754583.687500 Penalty: 4382.119629
	Iteration 52F: 3 clusters Score -754583.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (9153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Entering Unmasked Estep 
Score: -1033114.062500 Penalty: 2262.215576
	Iteration 0F: 2 clusters Score -1033114 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -1025981.562500 Penalty: 4524.431152
	Iteration 0F: 3 clusters Score -1025982 nChanged 3755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -1028005.687500 Penalty: 4524.431152
	Iteration 1F: 3 clusters Score -1028006 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -1028337.250000 Penalty: 4524.431152
	Iteration 2F: 3 clusters Score -1028337 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -1028578.375000 Penalty: 4524.431152
	Iteration 3F: 3 clusters Score -1028578 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -1028773.687500 Penalty: 4524.431152
	Iteration 4Q: 3 clusters Score -1028774 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -1028959.375000 Penalty: 4524.431152
	Iteration 5Q: 3 clusters Score -1028959 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -1029173.312500 Penalty: 4524.431152
	Iteration 6Q: 3 clusters Score -1029173 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -1029379.000000 Penalty: 4524.431152
	Iteration 7Q: 3 clusters Score -1029379 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -1029593.375000 Penalty: 4524.431152
	Iteration 8Q: 3 clusters Score -1029593 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -1029839.750000 Penalty: 4524.431152
	Iteration 9Q: 3 clusters Score -1029840 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -1030096.312500 Penalty: 4524.431152
	Iteration 10Q: 3 clusters Score -1030096 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -1030360.187500 Penalty: 4524.431152
	Iteration 11Q: 3 clusters Score -1030360 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -1030602.937500 Penalty: 4524.431152
	Iteration 12Q: 3 clusters Score -1030603 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -1030887.500000 Penalty: 4524.431152
	Iteration 13Q: 3 clusters Score -1030888 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -1031121.312500 Penalty: 4524.431152
	Iteration 14Q: 3 clusters Score -1031121 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -1031277.437500 Penalty: 4524.431152
	Iteration 15Q: 3 clusters Score -1031277 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -1031380.750000 Penalty: 4524.431152
	Iteration 16Q: 3 clusters Score -1031381 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -1031445.000000 Penalty: 4524.431152
	Iteration 17Q: 3 clusters Score -1031445 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -1031482.250000 Penalty: 4524.431152
	Iteration 18Q: 3 clusters Score -1031482 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -1031513.687500 Penalty: 4524.431152
	Iteration 19Q: 3 clusters Score -1031514 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -1031538.875000 Penalty: 4524.431152
	Iteration 20F: 3 clusters Score -1031539 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -1031554.000000 Penalty: 4524.431152
	Iteration 21Q: 3 clusters Score -1031554 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -1031564.625000 Penalty: 4524.431152
	Iteration 22Q: 3 clusters Score -1031565 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -1031569.062500 Penalty: 4524.431152
	Iteration 23Q: 3 clusters Score -1031569 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -1031573.312500 Penalty: 4524.431152
	Iteration 24Q: 3 clusters Score -1031573 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -1031578.312500 Penalty: 4524.431152
	Iteration 25Q: 3 clusters Score -1031578 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -1031579.312500 Penalty: 4524.431152
	Iteration 26Q: 3 clusters Score -1031579 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -1031580.625000 Penalty: 4524.431152
	Iteration 27Q: 3 clusters Score -1031581 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -1031585.312500 Penalty: 4524.431152
	Iteration 28Q: 3 clusters Score -1031585 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -1031587.125000 Penalty: 4524.431152
	Iteration 29Q: 3 clusters Score -1031587 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -1031587.437500 Penalty: 4524.431152
	Iteration 30Q: 3 clusters Score -1031587 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -1031586.812500 Penalty: 4524.431152
	Iteration 31Q: 3 clusters Score -1031587 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -1031588.000000 Penalty: 4524.431152
	Iteration 32Q: 3 clusters Score -1031588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -1031585.687500 Penalty: 4524.431152
	Iteration 33Q: 3 clusters Score -1031586 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -1031587.625000 Penalty: 4524.431152
	Iteration 34Q: 3 clusters Score -1031588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -1031591.000000 Penalty: 4524.431152
	Iteration 35Q: 3 clusters Score -1031591 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -1031591.562500 Penalty: 4524.431152
	Iteration 36Q: 3 clusters Score -1031592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -1031588.750000 Penalty: 4524.431152
	Iteration 37Q: 3 clusters Score -1031589 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -1031592.250000 Penalty: 4524.431152
	Iteration 38Q: 3 clusters Score -1031592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -1031592.000000 Penalty: 4524.431152
	Iteration 39Q: 3 clusters Score -1031592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -1031593.375000 Penalty: 4524.431152
	Iteration 40F: 3 clusters Score -1031593 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -1031592.750000 Penalty: 4524.431152
	Iteration 41Q: 3 clusters Score -1031593 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -1031592.750000 Penalty: 4524.431152
	Iteration 42F: 3 clusters Score -1031593 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Entering Unmasked Estep 
Score: -401054.125000 Penalty: 2054.869873
	Iteration 0F: 2 clusters Score -401054.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -397231.750000 Penalty: 4109.739746
	Iteration 0F: 3 clusters Score -397231.8 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -398212.531250 Penalty: 4109.739746
	Iteration 1F: 3 clusters Score -398212.5 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -398534.843750 Penalty: 4109.739746
	Iteration 2F: 3 clusters Score -398534.8 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -398913.625000 Penalty: 4109.739746
	Iteration 3F: 3 clusters Score -398913.6 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -399347.500000 Penalty: 4109.739746
	Iteration 4F: 3 clusters Score -399347.5 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -399755.875000 Penalty: 4109.739746
	Iteration 5F: 3 clusters Score -399755.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -400061.062500 Penalty: 4109.739746
	Iteration 6F: 3 clusters Score -400061.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -400251.906250 Penalty: 4109.739746
	Iteration 7Q: 3 clusters Score -400251.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -400340.875000 Penalty: 4109.739746
	Iteration 8Q: 3 clusters Score -400340.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -400381.250000 Penalty: 4109.739746
	Iteration 9Q: 3 clusters Score -400381.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -400400.281250 Penalty: 4109.739746
	Iteration 10Q: 3 clusters Score -400400.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -400410.125000 Penalty: 4109.739746
	Iteration 11Q: 3 clusters Score -400410.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -400417.593750 Penalty: 4109.739746
	Iteration 12Q: 3 clusters Score -400417.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -400426.781250 Penalty: 4109.739746
	Iteration 13Q: 3 clusters Score -400426.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -400432.406250 Penalty: 4109.739746
	Iteration 14Q: 3 clusters Score -400432.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -400438.718750 Penalty: 4109.739746
	Iteration 15Q: 3 clusters Score -400438.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -400442.656250 Penalty: 4109.739746
	Iteration 16Q: 3 clusters Score -400442.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -400447.812500 Penalty: 4109.739746
	Iteration 17Q: 3 clusters Score -400447.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -400454.187500 Penalty: 4109.739746
	Iteration 18Q: 3 clusters Score -400454.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -400460.531250 Penalty: 4109.739746
	Iteration 19Q: 3 clusters Score -400460.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -400463.812500 Penalty: 4109.739746
	Iteration 20F: 3 clusters Score -400463.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -400465.906250 Penalty: 4109.739746
	Iteration 21Q: 3 clusters Score -400465.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -400467.312500 Penalty: 4109.739746
	Iteration 22Q: 3 clusters Score -400467.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -400467.750000 Penalty: 4109.739746
	Iteration 23Q: 3 clusters Score -400467.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -400468.843750 Penalty: 4109.739746
	Iteration 24Q: 3 clusters Score -400468.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -400469.218750 Penalty: 4109.739746
	Iteration 25Q: 3 clusters Score -400469.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -400469.218750 Penalty: 4109.739746
	Iteration 26F: 3 clusters Score -400469.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Entering Unmasked Estep 
Score: -40936.480469 Penalty: 1478.329346
	Iteration 0F: 2 clusters Score -40936.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -39559.242188 Penalty: 2956.658691
	Iteration 0F: 3 clusters Score -39559.24 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -39703.742188 Penalty: 2956.658691
	Iteration 1F: 3 clusters Score -39703.74 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -39757.914062 Penalty: 2956.658691
	Iteration 2Q: 3 clusters Score -39757.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -39789.285156 Penalty: 2956.658691
	Iteration 3Q: 3 clusters Score -39789.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -39796.054688 Penalty: 2956.658691
	Iteration 4Q: 3 clusters Score -39796.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -39802.726562 Penalty: 2956.658691
	Iteration 5Q: 3 clusters Score -39802.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -39804.882812 Penalty: 2956.658691
	Iteration 6Q: 3 clusters Score -39804.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -39807.355469 Penalty: 2956.658691
	Iteration 7Q: 3 clusters Score -39807.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -39807.355469 Penalty: 2956.658691
	Iteration 8F: 3 clusters Score -39807.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (4598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Entering Unmasked Estep 
Score: -505649.656250 Penalty: 2091.477295
	Iteration 0F: 2 clusters Score -505649.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -501343.718750 Penalty: 4182.954590
	Iteration 0F: 3 clusters Score -501343.7 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -502302.218750 Penalty: 4182.954590
	Iteration 1F: 3 clusters Score -502302.2 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -502518.187500 Penalty: 4182.954590
	Iteration 2F: 3 clusters Score -502518.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -502654.031250 Penalty: 4182.954590
	Iteration 3F: 3 clusters Score -502654 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -502755.593750 Penalty: 4182.954590
	Iteration 4Q: 3 clusters Score -502755.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -502824.843750 Penalty: 4182.954590
	Iteration 5Q: 3 clusters Score -502824.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -502868.281250 Penalty: 4182.954590
	Iteration 6Q: 3 clusters Score -502868.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -502901.781250 Penalty: 4182.954590
	Iteration 7Q: 3 clusters Score -502901.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -502931.875000 Penalty: 4182.954590
	Iteration 8Q: 3 clusters Score -502931.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -502967.187500 Penalty: 4182.954590
	Iteration 9Q: 3 clusters Score -502967.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -502999.593750 Penalty: 4182.954590
	Iteration 10Q: 3 clusters Score -502999.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -503023.000000 Penalty: 4182.954590
	Iteration 11Q: 3 clusters Score -503023 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -503041.156250 Penalty: 4182.954590
	Iteration 12Q: 3 clusters Score -503041.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -503058.281250 Penalty: 4182.954590
	Iteration 13Q: 3 clusters Score -503058.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -503082.500000 Penalty: 4182.954590
	Iteration 14Q: 3 clusters Score -503082.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -503103.468750 Penalty: 4182.954590
	Iteration 15Q: 3 clusters Score -503103.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -503121.875000 Penalty: 4182.954590
	Iteration 16Q: 3 clusters Score -503121.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -503135.437500 Penalty: 4182.954590
	Iteration 17Q: 3 clusters Score -503135.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -503146.406250 Penalty: 4182.954590
	Iteration 18Q: 3 clusters Score -503146.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -503155.625000 Penalty: 4182.954590
	Iteration 19Q: 3 clusters Score -503155.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -503166.250000 Penalty: 4182.954590
	Iteration 20F: 3 clusters Score -503166.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -503173.875000 Penalty: 4182.954590
	Iteration 21Q: 3 clusters Score -503173.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -503184.531250 Penalty: 4182.954590
	Iteration 22Q: 3 clusters Score -503184.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -503190.843750 Penalty: 4182.954590
	Iteration 23Q: 3 clusters Score -503190.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -503200.781250 Penalty: 4182.954590
	Iteration 24Q: 3 clusters Score -503200.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -503213.093750 Penalty: 4182.954590
	Iteration 25Q: 3 clusters Score -503213.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -503222.187500 Penalty: 4182.954590
	Iteration 26Q: 3 clusters Score -503222.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -503227.906250 Penalty: 4182.954590
	Iteration 27Q: 3 clusters Score -503227.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -503232.812500 Penalty: 4182.954590
	Iteration 28Q: 3 clusters Score -503232.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -503235.906250 Penalty: 4182.954590
	Iteration 29Q: 3 clusters Score -503235.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -503242.656250 Penalty: 4182.954590
	Iteration 30Q: 3 clusters Score -503242.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -503252.281250 Penalty: 4182.954590
	Iteration 31Q: 3 clusters Score -503252.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -503261.906250 Penalty: 4182.954590
	Iteration 32Q: 3 clusters Score -503261.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -503270.187500 Penalty: 4182.954590
	Iteration 33Q: 3 clusters Score -503270.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -503280.625000 Penalty: 4182.954590
	Iteration 34Q: 3 clusters Score -503280.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -503286.281250 Penalty: 4182.954590
	Iteration 35Q: 3 clusters Score -503286.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -503296.375000 Penalty: 4182.954590
	Iteration 36Q: 3 clusters Score -503296.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -503302.968750 Penalty: 4182.954590
	Iteration 37Q: 3 clusters Score -503303 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -503310.218750 Penalty: 4182.954590
	Iteration 38Q: 3 clusters Score -503310.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -503317.687500 Penalty: 4182.954590
	Iteration 39Q: 3 clusters Score -503317.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -503323.625000 Penalty: 4182.954590
	Iteration 40F: 3 clusters Score -503323.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -503331.125000 Penalty: 4182.954590
	Iteration 41Q: 3 clusters Score -503331.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -503337.562500 Penalty: 4182.954590
	Iteration 42Q: 3 clusters Score -503337.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -503348.000000 Penalty: 4182.954590
	Iteration 43Q: 3 clusters Score -503348 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -503360.093750 Penalty: 4182.954590
	Iteration 44Q: 3 clusters Score -503360.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -503366.843750 Penalty: 4182.954590
	Iteration 45Q: 3 clusters Score -503366.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -503373.093750 Penalty: 4182.954590
	Iteration 46Q: 3 clusters Score -503373.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -503378.187500 Penalty: 4182.954590
	Iteration 47Q: 3 clusters Score -503378.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -503382.343750 Penalty: 4182.954590
	Iteration 48Q: 3 clusters Score -503382.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -503386.593750 Penalty: 4182.954590
	Iteration 49Q: 3 clusters Score -503386.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -503393.531250 Penalty: 4182.954590
	Iteration 50Q: 3 clusters Score -503393.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -503404.781250 Penalty: 4182.954590
	Iteration 51Q: 3 clusters Score -503404.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -503418.187500 Penalty: 4182.954590
	Iteration 52Q: 3 clusters Score -503418.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -503434.187500 Penalty: 4182.954590
	Iteration 53Q: 3 clusters Score -503434.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -503449.062500 Penalty: 4182.954590
	Iteration 54Q: 3 clusters Score -503449.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -503464.906250 Penalty: 4182.954590
	Iteration 55Q: 3 clusters Score -503464.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -503479.625000 Penalty: 4182.954590
	Iteration 56Q: 3 clusters Score -503479.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -503489.406250 Penalty: 4182.954590
	Iteration 57Q: 3 clusters Score -503489.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -503500.468750 Penalty: 4182.954590
	Iteration 58Q: 3 clusters Score -503500.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -503511.062500 Penalty: 4182.954590
	Iteration 59Q: 3 clusters Score -503511.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -503526.750000 Penalty: 4182.954590
	Iteration 60F: 3 clusters Score -503526.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -503536.250000 Penalty: 4182.954590
	Iteration 61Q: 3 clusters Score -503536.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -503550.812500 Penalty: 4182.954590
	Iteration 62Q: 3 clusters Score -503550.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -503562.593750 Penalty: 4182.954590
	Iteration 63Q: 3 clusters Score -503562.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -503574.687500 Penalty: 4182.954590
	Iteration 64Q: 3 clusters Score -503574.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -503588.593750 Penalty: 4182.954590
	Iteration 65Q: 3 clusters Score -503588.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -503604.531250 Penalty: 4182.954590
	Iteration 66Q: 3 clusters Score -503604.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -503619.718750 Penalty: 4182.954590
	Iteration 67Q: 3 clusters Score -503619.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -503630.468750 Penalty: 4182.954590
	Iteration 68Q: 3 clusters Score -503630.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -503647.531250 Penalty: 4182.954590
	Iteration 69Q: 3 clusters Score -503647.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -503667.343750 Penalty: 4182.954590
	Iteration 70Q: 3 clusters Score -503667.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -503692.406250 Penalty: 4182.954590
	Iteration 71Q: 3 clusters Score -503692.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -503714.531250 Penalty: 4182.954590
	Iteration 72Q: 3 clusters Score -503714.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -503738.281250 Penalty: 4182.954590
	Iteration 73Q: 3 clusters Score -503738.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -503765.125000 Penalty: 4182.954590
	Iteration 74Q: 3 clusters Score -503765.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -503789.656250 Penalty: 4182.954590
	Iteration 75Q: 3 clusters Score -503789.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -503809.187500 Penalty: 4182.954590
	Iteration 76Q: 3 clusters Score -503809.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -503843.750000 Penalty: 4182.954590
	Iteration 77Q: 3 clusters Score -503843.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -503879.593750 Penalty: 4182.954590
	Iteration 78Q: 3 clusters Score -503879.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -503903.312500 Penalty: 4182.954590
	Iteration 79Q: 3 clusters Score -503903.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -503927.437500 Penalty: 4182.954590
	Iteration 80F: 3 clusters Score -503927.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -503953.281250 Penalty: 4182.954590
	Iteration 81Q: 3 clusters Score -503953.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -503975.000000 Penalty: 4182.954590
	Iteration 82Q: 3 clusters Score -503975 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -503998.937500 Penalty: 4182.954590
	Iteration 83Q: 3 clusters Score -503998.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -504013.968750 Penalty: 4182.954590
	Iteration 84Q: 3 clusters Score -504014 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -504028.312500 Penalty: 4182.954590
	Iteration 85Q: 3 clusters Score -504028.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -504037.218750 Penalty: 4182.954590
	Iteration 86Q: 3 clusters Score -504037.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -504042.593750 Penalty: 4182.954590
	Iteration 87Q: 3 clusters Score -504042.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -504045.093750 Penalty: 4182.954590
	Iteration 88Q: 3 clusters Score -504045.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -504046.843750 Penalty: 4182.954590
	Iteration 89Q: 3 clusters Score -504046.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -504048.968750 Penalty: 4182.954590
	Iteration 90Q: 3 clusters Score -504049 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -504049.843750 Penalty: 4182.954590
	Iteration 91Q: 3 clusters Score -504049.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -504049.843750 Penalty: 4182.954590
	Iteration 92F: 3 clusters Score -504049.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (43734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43734 members 
Entering Unmasked Estep 
Score: -5066436.000000 Penalty: 2650.098389
	Iteration 0F: 2 clusters Score -5066436 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21919 members 
Mstep: Class 2 contains 21815 members 
Entering Unmasked Estep 
Score: -5036707.000000 Penalty: 5300.196777
	Iteration 0F: 3 clusters Score -5036707 nChanged 19984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22541 members 
Mstep: Class 2 contains 21193 members 
Entering Unmasked Estep 
Score: -5047649.000000 Penalty: 5300.196777
	Iteration 1F: 3 clusters Score -5047649 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22982 members 
Mstep: Class 2 contains 20752 members 
Entering Unmasked Estep 
Score: -5048334.000000 Penalty: 5300.196777
	Iteration 2Q: 3 clusters Score -5048334 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23650 members 
Mstep: Class 2 contains 20084 members 
Entering Unmasked Estep 
Score: -5049071.000000 Penalty: 5300.196777
	Iteration 3Q: 3 clusters Score -5049071 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24584 members 
Mstep: Class 2 contains 19150 members 
Entering Unmasked Estep 
Score: -5049868.000000 Penalty: 5300.196777
	Iteration 4Q: 3 clusters Score -5049868 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25821 members 
Mstep: Class 2 contains 17913 members 
Entering Unmasked Estep 
Score: -5050788.000000 Penalty: 5300.196777
	Iteration 5Q: 3 clusters Score -5050788 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27360 members 
Mstep: Class 2 contains 16374 members 
Entering Unmasked Estep 
Score: -5051882.500000 Penalty: 5300.196777
	Iteration 6F: 3 clusters Score -5051882 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29247 members 
Mstep: Class 2 contains 14487 members 
Entering Unmasked Estep 
Score: -5053197.500000 Penalty: 5300.196777
	Iteration 7F: 3 clusters Score -5053198 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31475 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -5054856.500000 Penalty: 5300.196777
	Iteration 8F: 3 clusters Score -5054856 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34002 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -5057002.000000 Penalty: 5300.196777
	Iteration 9F: 3 clusters Score -5057002 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36576 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -5059416.000000 Penalty: 5300.196777
	Iteration 10F: 3 clusters Score -5059416 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38708 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -5061493.500000 Penalty: 5300.196777
	Iteration 11F: 3 clusters Score -5061494 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40166 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -5062846.000000 Penalty: 5300.196777
	Iteration 12Q: 3 clusters Score -5062846 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41008 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -5063605.000000 Penalty: 5300.196777
	Iteration 13Q: 3 clusters Score -5063605 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41483 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -5063967.500000 Penalty: 5300.196777
	Iteration 14Q: 3 clusters Score -5063968 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41794 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -5064218.000000 Penalty: 5300.196777
	Iteration 15Q: 3 clusters Score -5064218 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41997 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -5064362.500000 Penalty: 5300.196777
	Iteration 16Q: 3 clusters Score -5064362 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42133 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -5064435.000000 Penalty: 5300.196777
	Iteration 17Q: 3 clusters Score -5064435 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42225 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -5064494.000000 Penalty: 5300.196777
	Iteration 18Q: 3 clusters Score -5064494 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42279 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -5064517.500000 Penalty: 5300.196777
	Iteration 19Q: 3 clusters Score -5064518 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42307 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -5064538.500000 Penalty: 5300.196777
	Iteration 20F: 3 clusters Score -5064538 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42328 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -5064546.500000 Penalty: 5300.196777
	Iteration 21Q: 3 clusters Score -5064546 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42356 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -5064553.500000 Penalty: 5300.196777
	Iteration 22Q: 3 clusters Score -5064554 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42374 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -5064557.000000 Penalty: 5300.196777
	Iteration 23Q: 3 clusters Score -5064557 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42385 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -5064568.500000 Penalty: 5300.196777
	Iteration 24Q: 3 clusters Score -5064568 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42391 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -5064568.000000 Penalty: 5300.196777
	Iteration 25Q: 3 clusters Score -5064568 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42399 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -5064577.000000 Penalty: 5300.196777
	Iteration 26Q: 3 clusters Score -5064577 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42403 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -5064578.000000 Penalty: 5300.196777
	Iteration 27Q: 3 clusters Score -5064578 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42408 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -5064571.000000 Penalty: 5300.196777
	Iteration 28Q: 3 clusters Score -5064571 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42409 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -5064575.500000 Penalty: 5300.196777
	Iteration 29Q: 3 clusters Score -5064576 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42417 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -5064578.500000 Penalty: 5300.196777
	Iteration 30Q: 3 clusters Score -5064578 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42421 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -5064575.000000 Penalty: 5300.196777
	Iteration 31Q: 3 clusters Score -5064575 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42432 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -5064577.500000 Penalty: 5300.196777
	Iteration 32Q: 3 clusters Score -5064578 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42440 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -5064578.500000 Penalty: 5300.196777
	Iteration 33Q: 3 clusters Score -5064578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42446 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -5064584.000000 Penalty: 5300.196777
	Iteration 34Q: 3 clusters Score -5064584 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42450 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -5064580.500000 Penalty: 5300.196777
	Iteration 35Q: 3 clusters Score -5064580 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42453 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -5064583.000000 Penalty: 5300.196777
	Iteration 36Q: 3 clusters Score -5064583 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42455 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -5064584.000000 Penalty: 5300.196777
	Iteration 37Q: 3 clusters Score -5064584 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42458 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -5064583.000000 Penalty: 5300.196777
	Iteration 38Q: 3 clusters Score -5064583 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42459 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -5064587.000000 Penalty: 5300.196777
	Iteration 39Q: 3 clusters Score -5064587 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42460 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -5064584.500000 Penalty: 5300.196777
	Iteration 40F: 3 clusters Score -5064584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42459 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -5064584.500000 Penalty: 5300.196777
	Iteration 41Q: 3 clusters Score -5064584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42459 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -5064584.500000 Penalty: 5300.196777
	Iteration 42F: 3 clusters Score -5064584 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Entering Unmasked Estep 
Score: -133839.625000 Penalty: 1781.975952
	Iteration 0F: 2 clusters Score -133839.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -131678.140625 Penalty: 3563.951904
	Iteration 0F: 3 clusters Score -131678.1 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -131995.062500 Penalty: 3563.951904
	Iteration 1F: 3 clusters Score -131995.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -132078.531250 Penalty: 3563.951904
	Iteration 2F: 3 clusters Score -132078.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -132124.500000 Penalty: 3563.951904
	Iteration 3Q: 3 clusters Score -132124.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -132160.250000 Penalty: 3563.951904
	Iteration 4Q: 3 clusters Score -132160.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -132176.812500 Penalty: 3563.951904
	Iteration 5Q: 3 clusters Score -132176.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -132192.468750 Penalty: 3563.951904
	Iteration 6Q: 3 clusters Score -132192.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -132202.671875 Penalty: 3563.951904
	Iteration 7Q: 3 clusters Score -132202.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -132214.375000 Penalty: 3563.951904
	Iteration 8Q: 3 clusters Score -132214.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -132222.343750 Penalty: 3563.951904
	Iteration 9Q: 3 clusters Score -132222.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -132227.671875 Penalty: 3563.951904
	Iteration 10Q: 3 clusters Score -132227.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -132229.421875 Penalty: 3563.951904
	Iteration 11Q: 3 clusters Score -132229.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -132231.421875 Penalty: 3563.951904
	Iteration 12Q: 3 clusters Score -132231.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -132231.421875 Penalty: 3563.951904
	Iteration 13F: 3 clusters Score -132231.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (62096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62096 members 
Entering Unmasked Estep 
Score: -6753025.000000 Penalty: 2737.036377
	Iteration 0F: 2 clusters Score -6753025 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31103 members 
Mstep: Class 2 contains 30993 members 
Entering Unmasked Estep 
Score: -6711180.500000 Penalty: 5474.072754
	Iteration 0F: 3 clusters Score -6711180 nChanged 29173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31664 members 
Mstep: Class 2 contains 30432 members 
Entering Unmasked Estep 
Score: -6728019.500000 Penalty: 5474.072754
	Iteration 1F: 3 clusters Score -6728020 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32032 members 
Mstep: Class 2 contains 30064 members 
Entering Unmasked Estep 
Score: -6729232.500000 Penalty: 5474.072754
	Iteration 2Q: 3 clusters Score -6729232 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32629 members 
Mstep: Class 2 contains 29467 members 
Entering Unmasked Estep 
Score: -6730727.500000 Penalty: 5474.072754
	Iteration 3F: 3 clusters Score -6730728 nChanged 3493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33440 members 
Mstep: Class 2 contains 28656 members 
Entering Unmasked Estep 
Score: -6732612.500000 Penalty: 5474.072754
	Iteration 4F: 3 clusters Score -6732612 nChanged 3688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34518 members 
Mstep: Class 2 contains 27578 members 
Entering Unmasked Estep 
Score: -6734681.000000 Penalty: 5474.072754
	Iteration 5F: 3 clusters Score -6734681 nChanged 3798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35976 members 
Mstep: Class 2 contains 26120 members 
Entering Unmasked Estep 
Score: -6736830.000000 Penalty: 5474.072754
	Iteration 6F: 3 clusters Score -6736830 nChanged 3645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37635 members 
Mstep: Class 2 contains 24461 members 
Entering Unmasked Estep 
Score: -6739227.500000 Penalty: 5474.072754
	Iteration 7F: 3 clusters Score -6739228 nChanged 3369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39268 members 
Mstep: Class 2 contains 22828 members 
Entering Unmasked Estep 
Score: -6741523.500000 Penalty: 5474.072754
	Iteration 8F: 3 clusters Score -6741524 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40709 members 
Mstep: Class 2 contains 21387 members 
Entering Unmasked Estep 
Score: -6743425.500000 Penalty: 5474.072754
	Iteration 9Q: 3 clusters Score -6743426 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41881 members 
Mstep: Class 2 contains 20215 members 
Entering Unmasked Estep 
Score: -6744680.500000 Penalty: 5474.072754
	Iteration 10Q: 3 clusters Score -6744680 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42829 members 
Mstep: Class 2 contains 19267 members 
Entering Unmasked Estep 
Score: -6745380.500000 Penalty: 5474.072754
	Iteration 11Q: 3 clusters Score -6745380 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43715 members 
Mstep: Class 2 contains 18381 members 
Entering Unmasked Estep 
Score: -6745795.000000 Penalty: 5474.072754
	Iteration 12Q: 3 clusters Score -6745795 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44531 members 
Mstep: Class 2 contains 17565 members 
Entering Unmasked Estep 
Score: -6746073.500000 Penalty: 5474.072754
	Iteration 13Q: 3 clusters Score -6746074 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45244 members 
Mstep: Class 2 contains 16852 members 
Entering Unmasked Estep 
Score: -6746314.500000 Penalty: 5474.072754
	Iteration 14Q: 3 clusters Score -6746314 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45926 members 
Mstep: Class 2 contains 16170 members 
Entering Unmasked Estep 
Score: -6746542.500000 Penalty: 5474.072754
	Iteration 15Q: 3 clusters Score -6746542 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46596 members 
Mstep: Class 2 contains 15500 members 
Entering Unmasked Estep 
Score: -6746794.000000 Penalty: 5474.072754
	Iteration 16Q: 3 clusters Score -6746794 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47223 members 
Mstep: Class 2 contains 14873 members 
Entering Unmasked Estep 
Score: -6746950.000000 Penalty: 5474.072754
	Iteration 17Q: 3 clusters Score -6746950 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47840 members 
Mstep: Class 2 contains 14256 members 
Entering Unmasked Estep 
Score: -6747141.000000 Penalty: 5474.072754
	Iteration 18Q: 3 clusters Score -6747141 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48437 members 
Mstep: Class 2 contains 13659 members 
Entering Unmasked Estep 
Score: -6747336.000000 Penalty: 5474.072754
	Iteration 19Q: 3 clusters Score -6747336 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49012 members 
Mstep: Class 2 contains 13084 members 
Entering Unmasked Estep 
Score: -6747484.000000 Penalty: 5474.072754
	Iteration 20F: 3 clusters Score -6747484 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49650 members 
Mstep: Class 2 contains 12446 members 
Entering Unmasked Estep 
Score: -6747670.500000 Penalty: 5474.072754
	Iteration 21Q: 3 clusters Score -6747670 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50269 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -6747874.500000 Penalty: 5474.072754
	Iteration 22Q: 3 clusters Score -6747874 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50873 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -6748058.000000 Penalty: 5474.072754
	Iteration 23Q: 3 clusters Score -6748058 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51431 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -6748209.000000 Penalty: 5474.072754
	Iteration 24Q: 3 clusters Score -6748209 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51935 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -6748390.000000 Penalty: 5474.072754
	Iteration 25Q: 3 clusters Score -6748390 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52397 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -6748495.000000 Penalty: 5474.072754
	Iteration 26Q: 3 clusters Score -6748495 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52865 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -6748597.500000 Penalty: 5474.072754
	Iteration 27Q: 3 clusters Score -6748598 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53328 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -6748737.000000 Penalty: 5474.072754
	Iteration 28Q: 3 clusters Score -6748737 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53788 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -6748877.500000 Penalty: 5474.072754
	Iteration 29Q: 3 clusters Score -6748878 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54238 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -6749028.000000 Penalty: 5474.072754
	Iteration 30Q: 3 clusters Score -6749028 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54687 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -6749157.500000 Penalty: 5474.072754
	Iteration 31Q: 3 clusters Score -6749158 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55129 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -6749306.500000 Penalty: 5474.072754
	Iteration 32Q: 3 clusters Score -6749306 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55572 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -6749521.000000 Penalty: 5474.072754
	Iteration 33Q: 3 clusters Score -6749521 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56016 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -6749683.500000 Penalty: 5474.072754
	Iteration 34Q: 3 clusters Score -6749684 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56437 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -6749822.500000 Penalty: 5474.072754
	Iteration 35Q: 3 clusters Score -6749822 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56851 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -6749979.500000 Penalty: 5474.072754
	Iteration 36Q: 3 clusters Score -6749980 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57203 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -6750140.500000 Penalty: 5474.072754
	Iteration 37Q: 3 clusters Score -6750140 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57520 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -6750240.500000 Penalty: 5474.072754
	Iteration 38Q: 3 clusters Score -6750240 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57808 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -6750330.000000 Penalty: 5474.072754
	Iteration 39Q: 3 clusters Score -6750330 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58081 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -6750438.000000 Penalty: 5474.072754
	Iteration 40F: 3 clusters Score -6750438 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58338 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -6750541.000000 Penalty: 5474.072754
	Iteration 41Q: 3 clusters Score -6750541 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58581 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -6750606.500000 Penalty: 5474.072754
	Iteration 42Q: 3 clusters Score -6750606 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58786 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -6750713.500000 Penalty: 5474.072754
	Iteration 43Q: 3 clusters Score -6750714 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58995 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -6750776.000000 Penalty: 5474.072754
	Iteration 44Q: 3 clusters Score -6750776 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59165 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -6750846.000000 Penalty: 5474.072754
	Iteration 45Q: 3 clusters Score -6750846 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59309 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -6750906.000000 Penalty: 5474.072754
	Iteration 46Q: 3 clusters Score -6750906 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59430 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -6750937.500000 Penalty: 5474.072754
	Iteration 47Q: 3 clusters Score -6750938 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59553 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -6750984.500000 Penalty: 5474.072754
	Iteration 48Q: 3 clusters Score -6750984 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59638 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -6751021.500000 Penalty: 5474.072754
	Iteration 49Q: 3 clusters Score -6751022 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59713 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -6751041.500000 Penalty: 5474.072754
	Iteration 50Q: 3 clusters Score -6751042 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59783 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -6751052.500000 Penalty: 5474.072754
	Iteration 51Q: 3 clusters Score -6751052 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59851 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -6751079.000000 Penalty: 5474.072754
	Iteration 52Q: 3 clusters Score -6751079 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59904 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -6751092.000000 Penalty: 5474.072754
	Iteration 53Q: 3 clusters Score -6751092 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59958 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -6751118.500000 Penalty: 5474.072754
	Iteration 54Q: 3 clusters Score -6751118 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59997 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -6751118.000000 Penalty: 5474.072754
	Iteration 55Q: 3 clusters Score -6751118 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60031 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -6751129.000000 Penalty: 5474.072754
	Iteration 56Q: 3 clusters Score -6751129 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60060 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -6751163.500000 Penalty: 5474.072754
	Iteration 57Q: 3 clusters Score -6751164 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60088 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -6751168.000000 Penalty: 5474.072754
	Iteration 58Q: 3 clusters Score -6751168 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60109 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -6751171.000000 Penalty: 5474.072754
	Iteration 59Q: 3 clusters Score -6751171 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60130 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -6751175.500000 Penalty: 5474.072754
	Iteration 60F: 3 clusters Score -6751176 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60159 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -6751199.000000 Penalty: 5474.072754
	Iteration 61Q: 3 clusters Score -6751199 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60178 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -6751192.500000 Penalty: 5474.072754
	Iteration 62Q: 3 clusters Score -6751192 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60198 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -6751185.000000 Penalty: 5474.072754
	Iteration 63Q: 3 clusters Score -6751185 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60208 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -6751197.500000 Penalty: 5474.072754
	Iteration 64Q: 3 clusters Score -6751198 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60214 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -6751192.000000 Penalty: 5474.072754
	Iteration 65Q: 3 clusters Score -6751192 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60216 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -6751202.000000 Penalty: 5474.072754
	Iteration 66Q: 3 clusters Score -6751202 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60226 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -6751204.000000 Penalty: 5474.072754
	Iteration 67Q: 3 clusters Score -6751204 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60236 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -6751204.500000 Penalty: 5474.072754
	Iteration 68Q: 3 clusters Score -6751204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60241 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -6751200.000000 Penalty: 5474.072754
	Iteration 69Q: 3 clusters Score -6751200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60242 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -6751207.500000 Penalty: 5474.072754
	Iteration 70Q: 3 clusters Score -6751208 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60242 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -6751207.500000 Penalty: 5474.072754
	Iteration 71F: 3 clusters Score -6751208 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (2191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Entering Unmasked Estep 
Score: -245488.421875 Penalty: 1907.644165
	Iteration 0F: 2 clusters Score -245488.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -242765.281250 Penalty: 3815.288330
	Iteration 0F: 3 clusters Score -242765.3 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -243295.906250 Penalty: 3815.288330
	Iteration 1F: 3 clusters Score -243295.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -243442.156250 Penalty: 3815.288330
	Iteration 2F: 3 clusters Score -243442.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -243523.359375 Penalty: 3815.288330
	Iteration 3Q: 3 clusters Score -243523.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -243580.062500 Penalty: 3815.288330
	Iteration 4Q: 3 clusters Score -243580.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -243621.906250 Penalty: 3815.288330
	Iteration 5Q: 3 clusters Score -243621.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -243660.984375 Penalty: 3815.288330
	Iteration 6Q: 3 clusters Score -243661 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -243695.546875 Penalty: 3815.288330
	Iteration 7Q: 3 clusters Score -243695.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -243714.875000 Penalty: 3815.288330
	Iteration 8Q: 3 clusters Score -243714.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -243726.812500 Penalty: 3815.288330
	Iteration 9Q: 3 clusters Score -243726.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -243732.734375 Penalty: 3815.288330
	Iteration 10Q: 3 clusters Score -243732.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -243744.671875 Penalty: 3815.288330
	Iteration 11Q: 3 clusters Score -243744.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -243757.687500 Penalty: 3815.288330
	Iteration 12Q: 3 clusters Score -243757.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -243770.390625 Penalty: 3815.288330
	Iteration 13Q: 3 clusters Score -243770.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -243781.375000 Penalty: 3815.288330
	Iteration 14Q: 3 clusters Score -243781.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -243786.203125 Penalty: 3815.288330
	Iteration 15Q: 3 clusters Score -243786.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -243794.250000 Penalty: 3815.288330
	Iteration 16Q: 3 clusters Score -243794.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -243798.140625 Penalty: 3815.288330
	Iteration 17Q: 3 clusters Score -243798.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -243801.031250 Penalty: 3815.288330
	Iteration 18Q: 3 clusters Score -243801 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -243801.843750 Penalty: 3815.288330
	Iteration 19Q: 3 clusters Score -243801.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -243803.718750 Penalty: 3815.288330
	Iteration 20F: 3 clusters Score -243803.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -243807.671875 Penalty: 3815.288330
	Iteration 21Q: 3 clusters Score -243807.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -243810.812500 Penalty: 3815.288330
	Iteration 22Q: 3 clusters Score -243810.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -243812.093750 Penalty: 3815.288330
	Iteration 23Q: 3 clusters Score -243812.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -243812.234375 Penalty: 3815.288330
	Iteration 24Q: 3 clusters Score -243812.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -243812.843750 Penalty: 3815.288330
	Iteration 25Q: 3 clusters Score -243812.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -243812.843750 Penalty: 3815.288330
	Iteration 26F: 3 clusters Score -243812.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (3314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Entering Unmasked Estep 
Score: -363812.343750 Penalty: 2010.265991
	Iteration 0F: 2 clusters Score -363812.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -360320.843750 Penalty: 4020.531982
	Iteration 0F: 3 clusters Score -360320.8 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -361100.156250 Penalty: 4020.531982
	Iteration 1F: 3 clusters Score -361100.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -361299.687500 Penalty: 4020.531982
	Iteration 2F: 3 clusters Score -361299.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -361414.906250 Penalty: 4020.531982
	Iteration 3Q: 3 clusters Score -361414.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -361488.593750 Penalty: 4020.531982
	Iteration 4Q: 3 clusters Score -361488.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -361549.218750 Penalty: 4020.531982
	Iteration 5Q: 3 clusters Score -361549.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -361593.468750 Penalty: 4020.531982
	Iteration 6Q: 3 clusters Score -361593.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -361628.031250 Penalty: 4020.531982
	Iteration 7Q: 3 clusters Score -361628 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -361653.656250 Penalty: 4020.531982
	Iteration 8Q: 3 clusters Score -361653.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -361665.750000 Penalty: 4020.531982
	Iteration 9Q: 3 clusters Score -361665.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -361676.250000 Penalty: 4020.531982
	Iteration 10Q: 3 clusters Score -361676.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -361691.250000 Penalty: 4020.531982
	Iteration 11Q: 3 clusters Score -361691.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -361707.406250 Penalty: 4020.531982
	Iteration 12Q: 3 clusters Score -361707.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -361717.593750 Penalty: 4020.531982
	Iteration 13Q: 3 clusters Score -361717.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -361729.156250 Penalty: 4020.531982
	Iteration 14Q: 3 clusters Score -361729.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -361736.937500 Penalty: 4020.531982
	Iteration 15Q: 3 clusters Score -361736.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -361747.843750 Penalty: 4020.531982
	Iteration 16Q: 3 clusters Score -361747.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -361758.625000 Penalty: 4020.531982
	Iteration 17Q: 3 clusters Score -361758.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -361769.343750 Penalty: 4020.531982
	Iteration 18Q: 3 clusters Score -361769.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -361778.937500 Penalty: 4020.531982
	Iteration 19Q: 3 clusters Score -361778.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -361786.781250 Penalty: 4020.531982
	Iteration 20F: 3 clusters Score -361786.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -361794.750000 Penalty: 4020.531982
	Iteration 21Q: 3 clusters Score -361794.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -361801.500000 Penalty: 4020.531982
	Iteration 22Q: 3 clusters Score -361801.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -361806.750000 Penalty: 4020.531982
	Iteration 23Q: 3 clusters Score -361806.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -361810.312500 Penalty: 4020.531982
	Iteration 24Q: 3 clusters Score -361810.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -361813.406250 Penalty: 4020.531982
	Iteration 25Q: 3 clusters Score -361813.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -361815.468750 Penalty: 4020.531982
	Iteration 26Q: 3 clusters Score -361815.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -361819.281250 Penalty: 4020.531982
	Iteration 27Q: 3 clusters Score -361819.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -361820.250000 Penalty: 4020.531982
	Iteration 28Q: 3 clusters Score -361820.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -361824.031250 Penalty: 4020.531982
	Iteration 29Q: 3 clusters Score -361824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -361825.875000 Penalty: 4020.531982
	Iteration 30Q: 3 clusters Score -361825.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -361825.531250 Penalty: 4020.531982
	Iteration 31Q: 3 clusters Score -361825.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -361827.093750 Penalty: 4020.531982
	Iteration 32Q: 3 clusters Score -361827.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -361827.312500 Penalty: 4020.531982
	Iteration 33Q: 3 clusters Score -361827.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -361827.312500 Penalty: 4020.531982
	Iteration 34F: 3 clusters Score -361827.3 nChanged 0
--- Evaluating fit on full set of 4080746 points ---
Entering Unmasked Estep 
Score: -474365440.000000 Penalty: 135900.140625
22->37 Clusters: Score -474365440.000000, best is -474469920.000000

Starting from 23 clusters...
Entering ConstructFrom: 
--- Running on subset of 1360248 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61459 members 
Mstep: Class 2 contains 62110 members 
Mstep: Class 3 contains 62048 members 
Mstep: Class 4 contains 62152 members 
Mstep: Class 5 contains 61516 members 
Mstep: Class 6 contains 61709 members 
Mstep: Class 7 contains 61445 members 
Mstep: Class 8 contains 61679 members 
Mstep: Class 9 contains 61763 members 
Mstep: Class 10 contains 62095 members 
Mstep: Class 11 contains 61766 members 
Mstep: Class 12 contains 61833 members 
Mstep: Class 13 contains 62166 members 
Mstep: Class 14 contains 61734 members 
Mstep: Class 15 contains 61826 members 
Mstep: Class 16 contains 61685 members 
Mstep: Class 17 contains 62238 members 
Mstep: Class 18 contains 61544 members 
Mstep: Class 19 contains 61785 members 
Mstep: Class 20 contains 61903 members 
Mstep: Class 21 contains 61841 members 
Mstep: Class 22 contains 61951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 1090.897095 but Gain 3502.546875
Score: -146490096.000000 Penalty: 73553.507812
Iteration 0F: 22 clusters Score -1.464901e+08 nChanged 1290436
Entering Unmasked Mstep 
Mstep: Class 0 contains 2316 members 
Mstep: Class 1 contains 35400 members 
Mstep: Class 2 contains 30997 members 
Mstep: Class 3 contains 128320 members 
Mstep: Class 4 contains 41587 members 
Mstep: Class 5 contains 50907 members 
Mstep: Class 6 contains 47310 members 
Mstep: Class 8 contains 70397 members 
Mstep: Class 9 contains 30368 members 
Mstep: Class 10 contains 75143 members 
Mstep: Class 11 contains 44234 members 
Mstep: Class 12 contains 55920 members 
Mstep: Class 13 contains 43391 members 
Mstep: Class 14 contains 48126 members 
Mstep: Class 15 contains 48566 members 
Mstep: Class 16 contains 62361 members 
Mstep: Class 17 contains 101387 members 
Mstep: Class 18 contains 32165 members 
Mstep: Class 19 contains 67968 members 
Mstep: Class 20 contains 160748 members 
Mstep: Class 21 contains 141551 members 
Mstep: Class 22 contains 41086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151732624.000000 Penalty: 73553.507812
Iteration 1F: 22 clusters Score -1.517326e+08 nChanged 547558
Entering Unmasked Mstep 
Mstep: Class 0 contains 1146 members 
Mstep: Class 1 contains 22002 members 
Mstep: Class 2 contains 8986 members 
Mstep: Class 3 contains 210863 members 
Mstep: Class 4 contains 27702 members 
Mstep: Class 5 contains 64763 members 
Mstep: Class 6 contains 23835 members 
Mstep: Class 8 contains 76748 members 
Mstep: Class 9 contains 20931 members 
Mstep: Class 10 contains 76349 members 
Mstep: Class 11 contains 22334 members 
Mstep: Class 12 contains 34004 members 
Mstep: Class 13 contains 35535 members 
Mstep: Class 14 contains 17370 members 
Mstep: Class 15 contains 36487 members 
Mstep: Class 16 contains 59090 members 
Mstep: Class 17 contains 87310 members 
Mstep: Class 18 contains 14119 members 
Mstep: Class 19 contains 38610 members 
Mstep: Class 20 contains 186574 members 
Mstep: Class 21 contains 261809 members 
Mstep: Class 22 contains 33681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153183936.000000 Penalty: 73553.507812
Iteration 2F: 22 clusters Score -1.531839e+08 nChanged 359366
Entering Unmasked Mstep 
Mstep: Class 0 contains 467 members 
Mstep: Class 1 contains 20298 members 
Mstep: Class 2 contains 3252 members 
Mstep: Class 3 contains 226685 members 
Mstep: Class 4 contains 36344 members 
Mstep: Class 5 contains 61169 members 
Mstep: Class 6 contains 14402 members 
Mstep: Class 8 contains 67716 members 
Mstep: Class 9 contains 9626 members 
Mstep: Class 10 contains 80780 members 
Mstep: Class 11 contains 10096 members 
Mstep: Class 12 contains 51759 members 
Mstep: Class 13 contains 47998 members 
Mstep: Class 14 contains 8662 members 
Mstep: Class 15 contains 36837 members 
Mstep: Class 16 contains 65044 members 
Mstep: Class 17 contains 72028 members 
Mstep: Class 18 contains 6199 members 
Mstep: Class 19 contains 22064 members 
Mstep: Class 20 contains 200419 members 
Mstep: Class 21 contains 297445 members 
Mstep: Class 22 contains 20958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153823632.000000 Penalty: 73553.507812
Iteration 3F: 22 clusters Score -1.538236e+08 nChanged 290762
Entering Unmasked Mstep 
Mstep: Class 0 contains 149 members 
Mstep: Class 1 contains 19347 members 
Mstep: Class 2 contains 1489 members 
Mstep: Class 3 contains 221764 members 
Mstep: Class 4 contains 58620 members 
Mstep: Class 5 contains 59913 members 
Mstep: Class 6 contains 8973 members 
Mstep: Class 8 contains 54856 members 
Mstep: Class 9 contains 5222 members 
Mstep: Class 10 contains 89125 members 
Mstep: Class 11 contains 7454 members 
Mstep: Class 12 contains 73482 members 
Mstep: Class 13 contains 45462 members 
Mstep: Class 14 contains 6145 members 
Mstep: Class 15 contains 36264 members 
Mstep: Class 16 contains 64859 members 
Mstep: Class 17 contains 56047 members 
Mstep: Class 18 contains 4151 members 
Mstep: Class 19 contains 11711 members 
Mstep: Class 20 contains 204045 members 
Mstep: Class 21 contains 319022 members 
Mstep: Class 22 contains 12148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154289648.000000 Penalty: 73553.507812
Iteration 4F: 22 clusters Score -1.542896e+08 nChanged 239786
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 17855 members 
Mstep: Class 2 contains 1251 members 
Mstep: Class 3 contains 201117 members 
Mstep: Class 4 contains 91887 members 
Mstep: Class 5 contains 67243 members 
Mstep: Class 6 contains 6050 members 
Mstep: Class 8 contains 43440 members 
Mstep: Class 9 contains 4114 members 
Mstep: Class 10 contains 93240 members 
Mstep: Class 11 contains 7002 members 
Mstep: Class 12 contains 83042 members 
Mstep: Class 13 contains 34751 members 
Mstep: Class 14 contains 4877 members 
Mstep: Class 15 contains 33573 members 
Mstep: Class 16 contains 65325 members 
Mstep: Class 17 contains 41624 members 
Mstep: Class 18 contains 3658 members 
Mstep: Class 19 contains 7686 members 
Mstep: Class 20 contains 194460 members 
Mstep: Class 21 contains 350782 members 
Mstep: Class 22 contains 7172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154601072.000000 Penalty: 73553.507812
Iteration 5F: 22 clusters Score -1.546011e+08 nChanged 193815
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 16696 members 
Mstep: Class 2 contains 1321 members 
Mstep: Class 3 contains 179693 members 
Mstep: Class 4 contains 129775 members 
Mstep: Class 5 contains 82873 members 
Mstep: Class 6 contains 4424 members 
Mstep: Class 8 contains 34402 members 
Mstep: Class 9 contains 3626 members 
Mstep: Class 10 contains 88300 members 
Mstep: Class 11 contains 6859 members 
Mstep: Class 12 contains 87809 members 
Mstep: Class 13 contains 24873 members 
Mstep: Class 14 contains 4255 members 
Mstep: Class 15 contains 30461 members 
Mstep: Class 16 contains 65900 members 
Mstep: Class 17 contains 29340 members 
Mstep: Class 18 contains 3453 members 
Mstep: Class 19 contains 6918 members 
Mstep: Class 20 contains 181562 members 
Mstep: Class 21 contains 372548 members 
Mstep: Class 22 contains 5099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154781728.000000 Penalty: 73553.507812
Iteration 6F: 22 clusters Score -1.547817e+08 nChanged 148598
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 15869 members 
Mstep: Class 2 contains 1366 members 
Mstep: Class 3 contains 169805 members 
Mstep: Class 4 contains 165124 members 
Mstep: Class 5 contains 97176 members 
Mstep: Class 6 contains 3483 members 
Mstep: Class 8 contains 26903 members 
Mstep: Class 9 contains 3489 members 
Mstep: Class 10 contains 79876 members 
Mstep: Class 11 contains 6689 members 
Mstep: Class 12 contains 93828 members 
Mstep: Class 13 contains 19581 members 
Mstep: Class 14 contains 4140 members 
Mstep: Class 15 contains 28330 members 
Mstep: Class 16 contains 65947 members 
Mstep: Class 17 contains 19295 members 
Mstep: Class 18 contains 3144 members 
Mstep: Class 19 contains 7766 members 
Mstep: Class 20 contains 170329 members 
Mstep: Class 21 contains 373933 members 
Mstep: Class 22 contains 4163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154929008.000000 Penalty: 73553.507812
Iteration 7F: 22 clusters Score -1.54929e+08 nChanged 116703
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15274 members 
Mstep: Class 2 contains 1392 members 
Mstep: Class 3 contains 172854 members 
Mstep: Class 4 contains 193237 members 
Mstep: Class 5 contains 105711 members 
Mstep: Class 6 contains 3207 members 
Mstep: Class 8 contains 20687 members 
Mstep: Class 9 contains 3526 members 
Mstep: Class 10 contains 70457 members 
Mstep: Class 11 contains 6568 members 
Mstep: Class 12 contains 100435 members 
Mstep: Class 13 contains 17338 members 
Mstep: Class 14 contains 4347 members 
Mstep: Class 15 contains 27596 members 
Mstep: Class 16 contains 65726 members 
Mstep: Class 17 contains 13054 members 
Mstep: Class 18 contains 2692 members 
Mstep: Class 19 contains 8643 members 
Mstep: Class 20 contains 159838 members 
Mstep: Class 21 contains 364471 members 
Mstep: Class 22 contains 3194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155060608.000000 Penalty: 73553.507812
Iteration 8F: 22 clusters Score -1.550606e+08 nChanged 94567
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14861 members 
Mstep: Class 2 contains 1425 members 
Mstep: Class 3 contains 182273 members 
Mstep: Class 4 contains 214150 members 
Mstep: Class 5 contains 109897 members 
Mstep: Class 6 contains 3410 members 
Mstep: Class 8 contains 15650 members 
Mstep: Class 9 contains 3716 members 
Mstep: Class 10 contains 62120 members 
Mstep: Class 11 contains 6532 members 
Mstep: Class 12 contains 106132 members 
Mstep: Class 13 contains 16515 members 
Mstep: Class 14 contains 4621 members 
Mstep: Class 15 contains 27304 members 
Mstep: Class 16 contains 65231 members 
Mstep: Class 17 contains 10620 members 
Mstep: Class 18 contains 2420 members 
Mstep: Class 19 contains 9139 members 
Mstep: Class 20 contains 153045 members 
Mstep: Class 21 contains 348959 members 
Mstep: Class 22 contains 2227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155181728.000000 Penalty: 73553.507812
Iteration 9F: 22 clusters Score -1.551817e+08 nChanged 76941
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14568 members 
Mstep: Class 2 contains 1436 members 
Mstep: Class 3 contains 192909 members 
Mstep: Class 4 contains 227814 members 
Mstep: Class 5 contains 111365 members 
Mstep: Class 6 contains 3933 members 
Mstep: Class 8 contains 11411 members 
Mstep: Class 9 contains 4006 members 
Mstep: Class 10 contains 56461 members 
Mstep: Class 11 contains 6601 members 
Mstep: Class 12 contains 110139 members 
Mstep: Class 13 contains 16331 members 
Mstep: Class 14 contains 4810 members 
Mstep: Class 15 contains 27056 members 
Mstep: Class 16 contains 64611 members 
Mstep: Class 17 contains 9889 members 
Mstep: Class 18 contains 2512 members 
Mstep: Class 19 contains 9325 members 
Mstep: Class 20 contains 155148 members 
Mstep: Class 21 contains 328299 members 
Mstep: Class 22 contains 1623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155282896.000000 Penalty: 73553.507812
Iteration 10F: 22 clusters Score -1.552829e+08 nChanged 62718
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14359 members 
Mstep: Class 2 contains 1446 members 
Mstep: Class 3 contains 200523 members 
Mstep: Class 4 contains 234537 members 
Mstep: Class 5 contains 111251 members 
Mstep: Class 6 contains 4547 members 
Mstep: Class 8 contains 8247 members 
Mstep: Class 9 contains 4311 members 
Mstep: Class 10 contains 53166 members 
Mstep: Class 11 contains 6684 members 
Mstep: Class 12 contains 112034 members 
Mstep: Class 13 contains 17289 members 
Mstep: Class 14 contains 4906 members 
Mstep: Class 15 contains 27047 members 
Mstep: Class 16 contains 64048 members 
Mstep: Class 17 contains 9651 members 
Mstep: Class 18 contains 2632 members 
Mstep: Class 19 contains 9432 members 
Mstep: Class 20 contains 164444 members 
Mstep: Class 21 contains 308289 members 
Mstep: Class 22 contains 1404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155355088.000000 Penalty: 73553.507812
Iteration 11Q: 22 clusters Score -1.553551e+08 nChanged 50690
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14227 members 
Mstep: Class 2 contains 1445 members 
Mstep: Class 3 contains 205333 members 
Mstep: Class 4 contains 236408 members 
Mstep: Class 5 contains 110342 members 
Mstep: Class 6 contains 5115 members 
Mstep: Class 8 contains 6487 members 
Mstep: Class 9 contains 4615 members 
Mstep: Class 10 contains 51221 members 
Mstep: Class 11 contains 6861 members 
Mstep: Class 12 contains 112042 members 
Mstep: Class 13 contains 20070 members 
Mstep: Class 14 contains 4931 members 
Mstep: Class 15 contains 27257 members 
Mstep: Class 16 contains 63480 members 
Mstep: Class 17 contains 9461 members 
Mstep: Class 18 contains 2550 members 
Mstep: Class 19 contains 9608 members 
Mstep: Class 20 contains 173021 members 
Mstep: Class 21 contains 294428 members 
Mstep: Class 22 contains 1345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155391328.000000 Penalty: 73553.507812
Iteration 12Q: 22 clusters Score -1.553913e+08 nChanged 40672
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 14085 members 
Mstep: Class 2 contains 1420 members 
Mstep: Class 3 contains 208416 members 
Mstep: Class 4 contains 237520 members 
Mstep: Class 5 contains 109125 members 
Mstep: Class 6 contains 5569 members 
Mstep: Class 8 contains 5895 members 
Mstep: Class 9 contains 4907 members 
Mstep: Class 10 contains 50061 members 
Mstep: Class 11 contains 7010 members 
Mstep: Class 12 contains 111540 members 
Mstep: Class 13 contains 22597 members 
Mstep: Class 14 contains 4923 members 
Mstep: Class 15 contains 27501 members 
Mstep: Class 16 contains 62969 members 
Mstep: Class 17 contains 9395 members 
Mstep: Class 18 contains 2476 members 
Mstep: Class 19 contains 9972 members 
Mstep: Class 20 contains 179160 members 
Mstep: Class 21 contains 284362 members 
Mstep: Class 22 contains 1344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155410960.000000 Penalty: 73553.507812
Iteration 13Q: 22 clusters Score -1.55411e+08 nChanged 34832
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 13972 members 
Mstep: Class 2 contains 1413 members 
Mstep: Class 3 contains 210518 members 
Mstep: Class 4 contains 238745 members 
Mstep: Class 5 contains 107787 members 
Mstep: Class 6 contains 5929 members 
Mstep: Class 8 contains 6188 members 
Mstep: Class 9 contains 5170 members 
Mstep: Class 10 contains 49279 members 
Mstep: Class 11 contains 7141 members 
Mstep: Class 12 contains 111210 members 
Mstep: Class 13 contains 24502 members 
Mstep: Class 14 contains 4901 members 
Mstep: Class 15 contains 27827 members 
Mstep: Class 16 contains 62527 members 
Mstep: Class 17 contains 9371 members 
Mstep: Class 18 contains 2399 members 
Mstep: Class 19 contains 10440 members 
Mstep: Class 20 contains 182888 members 
Mstep: Class 21 contains 276693 members 
Mstep: Class 22 contains 1347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155426288.000000 Penalty: 73553.507812
Iteration 14Q: 22 clusters Score -1.554263e+08 nChanged 28213
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 13886 members 
Mstep: Class 2 contains 1398 members 
Mstep: Class 3 contains 211893 members 
Mstep: Class 4 contains 239880 members 
Mstep: Class 5 contains 106595 members 
Mstep: Class 6 contains 6256 members 
Mstep: Class 8 contains 6929 members 
Mstep: Class 9 contains 5409 members 
Mstep: Class 10 contains 48674 members 
Mstep: Class 11 contains 7298 members 
Mstep: Class 12 contains 111253 members 
Mstep: Class 13 contains 25987 members 
Mstep: Class 14 contains 4881 members 
Mstep: Class 15 contains 28157 members 
Mstep: Class 16 contains 62093 members 
Mstep: Class 17 contains 9365 members 
Mstep: Class 18 contains 2345 members 
Mstep: Class 19 contains 10952 members 
Mstep: Class 20 contains 185506 members 
Mstep: Class 21 contains 270141 members 
Mstep: Class 22 contains 1349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155437312.000000 Penalty: 73553.507812
Iteration 15Q: 22 clusters Score -1.554373e+08 nChanged 23715
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 13829 members 
Mstep: Class 2 contains 1382 members 
Mstep: Class 3 contains 212875 members 
Mstep: Class 4 contains 241022 members 
Mstep: Class 5 contains 105607 members 
Mstep: Class 6 contains 6487 members 
Mstep: Class 8 contains 7727 members 
Mstep: Class 9 contains 5604 members 
Mstep: Class 10 contains 48097 members 
Mstep: Class 11 contains 7471 members 
Mstep: Class 12 contains 111603 members 
Mstep: Class 13 contains 27060 members 
Mstep: Class 14 contains 4865 members 
Mstep: Class 15 contains 28569 members 
Mstep: Class 16 contains 61661 members 
Mstep: Class 17 contains 9395 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 11499 members 
Mstep: Class 20 contains 186977 members 
Mstep: Class 21 contains 264834 members 
Mstep: Class 22 contains 1359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155446000.000000 Penalty: 73553.507812
Iteration 16Q: 22 clusters Score -1.55446e+08 nChanged 20119
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 13790 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 213500 members 
Mstep: Class 4 contains 241961 members 
Mstep: Class 5 contains 104851 members 
Mstep: Class 6 contains 6678 members 
Mstep: Class 8 contains 8550 members 
Mstep: Class 9 contains 5754 members 
Mstep: Class 10 contains 47542 members 
Mstep: Class 11 contains 7666 members 
Mstep: Class 12 contains 111934 members 
Mstep: Class 13 contains 27926 members 
Mstep: Class 14 contains 4823 members 
Mstep: Class 15 contains 28987 members 
Mstep: Class 16 contains 61283 members 
Mstep: Class 17 contains 9440 members 
Mstep: Class 18 contains 2303 members 
Mstep: Class 19 contains 12069 members 
Mstep: Class 20 contains 187562 members 
Mstep: Class 21 contains 260896 members 
Mstep: Class 22 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155452576.000000 Penalty: 73553.507812
Iteration 17Q: 22 clusters Score -1.554526e+08 nChanged 17166
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 13765 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 214009 members 
Mstep: Class 4 contains 242803 members 
Mstep: Class 5 contains 104358 members 
Mstep: Class 6 contains 6802 members 
Mstep: Class 8 contains 9145 members 
Mstep: Class 9 contains 5824 members 
Mstep: Class 10 contains 47065 members 
Mstep: Class 11 contains 7962 members 
Mstep: Class 12 contains 112399 members 
Mstep: Class 13 contains 28616 members 
Mstep: Class 14 contains 4768 members 
Mstep: Class 15 contains 29427 members 
Mstep: Class 16 contains 60932 members 
Mstep: Class 17 contains 9501 members 
Mstep: Class 18 contains 2289 members 
Mstep: Class 19 contains 12525 members 
Mstep: Class 20 contains 187416 members 
Mstep: Class 21 contains 257905 members 
Mstep: Class 22 contains 1367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155458272.000000 Penalty: 73553.507812
Iteration 18Q: 22 clusters Score -1.554583e+08 nChanged 14676
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 13742 members 
Mstep: Class 2 contains 1369 members 
Mstep: Class 3 contains 214391 members 
Mstep: Class 4 contains 243481 members 
Mstep: Class 5 contains 104039 members 
Mstep: Class 6 contains 6897 members 
Mstep: Class 8 contains 9598 members 
Mstep: Class 9 contains 5842 members 
Mstep: Class 10 contains 46674 members 
Mstep: Class 11 contains 8316 members 
Mstep: Class 12 contains 112980 members 
Mstep: Class 13 contains 29207 members 
Mstep: Class 14 contains 4733 members 
Mstep: Class 15 contains 29798 members 
Mstep: Class 16 contains 60593 members 
Mstep: Class 17 contains 9553 members 
Mstep: Class 18 contains 2277 members 
Mstep: Class 19 contains 12948 members 
Mstep: Class 20 contains 186752 members 
Mstep: Class 21 contains 255686 members 
Mstep: Class 22 contains 1370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155462688.000000 Penalty: 73553.507812
Iteration 19Q: 22 clusters Score -1.554627e+08 nChanged 12720
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 13726 members 
Mstep: Class 2 contains 1367 members 
Mstep: Class 3 contains 214677 members 
Mstep: Class 4 contains 244097 members 
Mstep: Class 5 contains 103806 members 
Mstep: Class 6 contains 6974 members 
Mstep: Class 8 contains 9916 members 
Mstep: Class 9 contains 5802 members 
Mstep: Class 10 contains 46351 members 
Mstep: Class 11 contains 8732 members 
Mstep: Class 12 contains 113569 members 
Mstep: Class 13 contains 29715 members 
Mstep: Class 14 contains 4738 members 
Mstep: Class 15 contains 30179 members 
Mstep: Class 16 contains 60218 members 
Mstep: Class 17 contains 9613 members 
Mstep: Class 18 contains 2267 members 
Mstep: Class 19 contains 13329 members 
Mstep: Class 20 contains 185678 members 
Mstep: Class 21 contains 254113 members 
Mstep: Class 22 contains 1379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155467904.000000 Penalty: 73553.507812
Iteration 20F: 22 clusters Score -1.554679e+08 nChanged 12488
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 13718 members 
Mstep: Class 2 contains 1367 members 
Mstep: Class 3 contains 214537 members 
Mstep: Class 4 contains 244468 members 
Mstep: Class 5 contains 103529 members 
Mstep: Class 6 contains 7005 members 
Mstep: Class 8 contains 11505 members 
Mstep: Class 9 contains 5769 members 
Mstep: Class 10 contains 46045 members 
Mstep: Class 11 contains 9109 members 
Mstep: Class 12 contains 114058 members 
Mstep: Class 13 contains 30115 members 
Mstep: Class 14 contains 4754 members 
Mstep: Class 15 contains 30356 members 
Mstep: Class 16 contains 59856 members 
Mstep: Class 17 contains 9667 members 
Mstep: Class 18 contains 2227 members 
Mstep: Class 19 contains 13723 members 
Mstep: Class 20 contains 183979 members 
Mstep: Class 21 contains 253062 members 
Mstep: Class 22 contains 1397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155471888.000000 Penalty: 73553.507812
Iteration 21Q: 22 clusters Score -1.554719e+08 nChanged 11286
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 13698 members 
Mstep: Class 2 contains 1366 members 
Mstep: Class 3 contains 214385 members 
Mstep: Class 4 contains 244869 members 
Mstep: Class 5 contains 103401 members 
Mstep: Class 6 contains 7031 members 
Mstep: Class 8 contains 12701 members 
Mstep: Class 9 contains 5676 members 
Mstep: Class 10 contains 45803 members 
Mstep: Class 11 contains 9517 members 
Mstep: Class 12 contains 114625 members 
Mstep: Class 13 contains 30434 members 
Mstep: Class 14 contains 4765 members 
Mstep: Class 15 contains 30567 members 
Mstep: Class 16 contains 59527 members 
Mstep: Class 17 contains 9681 members 
Mstep: Class 18 contains 2203 members 
Mstep: Class 19 contains 14064 members 
Mstep: Class 20 contains 182001 members 
Mstep: Class 21 contains 252508 members 
Mstep: Class 22 contains 1424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155475056.000000 Penalty: 73553.507812
Iteration 22Q: 22 clusters Score -1.554751e+08 nChanged 10050
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 13688 members 
Mstep: Class 2 contains 1361 members 
Mstep: Class 3 contains 214296 members 
Mstep: Class 4 contains 245234 members 
Mstep: Class 5 contains 103333 members 
Mstep: Class 6 contains 7061 members 
Mstep: Class 8 contains 13638 members 
Mstep: Class 9 contains 5572 members 
Mstep: Class 10 contains 45533 members 
Mstep: Class 11 contains 9891 members 
Mstep: Class 12 contains 115217 members 
Mstep: Class 13 contains 30689 members 
Mstep: Class 14 contains 4767 members 
Mstep: Class 15 contains 30757 members 
Mstep: Class 16 contains 59257 members 
Mstep: Class 17 contains 9695 members 
Mstep: Class 18 contains 2186 members 
Mstep: Class 19 contains 14390 members 
Mstep: Class 20 contains 179927 members 
Mstep: Class 21 contains 252293 members 
Mstep: Class 22 contains 1461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155477712.000000 Penalty: 73553.507812
Iteration 23Q: 22 clusters Score -1.554777e+08 nChanged 9237
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 13680 members 
Mstep: Class 2 contains 1365 members 
Mstep: Class 3 contains 214242 members 
Mstep: Class 4 contains 245562 members 
Mstep: Class 5 contains 103336 members 
Mstep: Class 6 contains 7036 members 
Mstep: Class 8 contains 14449 members 
Mstep: Class 9 contains 5463 members 
Mstep: Class 10 contains 45224 members 
Mstep: Class 11 contains 10225 members 
Mstep: Class 12 contains 115761 members 
Mstep: Class 13 contains 30925 members 
Mstep: Class 14 contains 4759 members 
Mstep: Class 15 contains 30921 members 
Mstep: Class 16 contains 59021 members 
Mstep: Class 17 contains 9702 members 
Mstep: Class 18 contains 2166 members 
Mstep: Class 19 contains 14676 members 
Mstep: Class 20 contains 177752 members 
Mstep: Class 21 contains 252478 members 
Mstep: Class 22 contains 1503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155480320.000000 Penalty: 73553.507812
Iteration 24Q: 22 clusters Score -1.554803e+08 nChanged 8634
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 13677 members 
Mstep: Class 2 contains 1371 members 
Mstep: Class 3 contains 214164 members 
Mstep: Class 4 contains 245920 members 
Mstep: Class 5 contains 103386 members 
Mstep: Class 6 contains 7016 members 
Mstep: Class 8 contains 15133 members 
Mstep: Class 9 contains 5375 members 
Mstep: Class 10 contains 44913 members 
Mstep: Class 11 contains 10569 members 
Mstep: Class 12 contains 116266 members 
Mstep: Class 13 contains 31113 members 
Mstep: Class 14 contains 4725 members 
Mstep: Class 15 contains 31124 members 
Mstep: Class 16 contains 58754 members 
Mstep: Class 17 contains 9711 members 
Mstep: Class 18 contains 2147 members 
Mstep: Class 19 contains 14924 members 
Mstep: Class 20 contains 175438 members 
Mstep: Class 21 contains 252973 members 
Mstep: Class 22 contains 1547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155481872.000000 Penalty: 73553.507812
Iteration 25Q: 22 clusters Score -1.554819e+08 nChanged 8040
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 13680 members 
Mstep: Class 2 contains 1375 members 
Mstep: Class 3 contains 214073 members 
Mstep: Class 4 contains 246230 members 
Mstep: Class 5 contains 103472 members 
Mstep: Class 6 contains 6950 members 
Mstep: Class 8 contains 15687 members 
Mstep: Class 9 contains 5288 members 
Mstep: Class 10 contains 44616 members 
Mstep: Class 11 contains 10928 members 
Mstep: Class 12 contains 116666 members 
Mstep: Class 13 contains 31284 members 
Mstep: Class 14 contains 4701 members 
Mstep: Class 15 contains 31378 members 
Mstep: Class 16 contains 58468 members 
Mstep: Class 17 contains 9716 members 
Mstep: Class 18 contains 2131 members 
Mstep: Class 19 contains 15112 members 
Mstep: Class 20 contains 173255 members 
Mstep: Class 21 contains 253653 members 
Mstep: Class 22 contains 1583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155484064.000000 Penalty: 73553.507812
Iteration 26Q: 22 clusters Score -1.554841e+08 nChanged 7603
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 13690 members 
Mstep: Class 2 contains 1380 members 
Mstep: Class 3 contains 214001 members 
Mstep: Class 4 contains 246475 members 
Mstep: Class 5 contains 103573 members 
Mstep: Class 6 contains 6900 members 
Mstep: Class 8 contains 16145 members 
Mstep: Class 9 contains 5218 members 
Mstep: Class 10 contains 44307 members 
Mstep: Class 11 contains 11272 members 
Mstep: Class 12 contains 117033 members 
Mstep: Class 13 contains 31478 members 
Mstep: Class 14 contains 4684 members 
Mstep: Class 15 contains 31666 members 
Mstep: Class 16 contains 58174 members 
Mstep: Class 17 contains 9723 members 
Mstep: Class 18 contains 2121 members 
Mstep: Class 19 contains 15279 members 
Mstep: Class 20 contains 171055 members 
Mstep: Class 21 contains 254480 members 
Mstep: Class 22 contains 1592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155485088.000000 Penalty: 73553.507812
Iteration 27Q: 22 clusters Score -1.554851e+08 nChanged 7348
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 1378 members 
Mstep: Class 3 contains 213873 members 
Mstep: Class 4 contains 246737 members 
Mstep: Class 5 contains 103693 members 
Mstep: Class 6 contains 6859 members 
Mstep: Class 8 contains 16537 members 
Mstep: Class 9 contains 5121 members 
Mstep: Class 10 contains 44037 members 
Mstep: Class 11 contains 11629 members 
Mstep: Class 12 contains 117306 members 
Mstep: Class 13 contains 31662 members 
Mstep: Class 14 contains 4685 members 
Mstep: Class 15 contains 32035 members 
Mstep: Class 16 contains 57893 members 
Mstep: Class 17 contains 9726 members 
Mstep: Class 18 contains 2117 members 
Mstep: Class 19 contains 15405 members 
Mstep: Class 20 contains 168846 members 
Mstep: Class 21 contains 255396 members 
Mstep: Class 22 contains 1599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155485888.000000 Penalty: 73553.507812
Iteration 28Q: 22 clusters Score -1.554859e+08 nChanged 7058
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 13734 members 
Mstep: Class 2 contains 1385 members 
Mstep: Class 3 contains 213735 members 
Mstep: Class 4 contains 246971 members 
Mstep: Class 5 contains 103829 members 
Mstep: Class 6 contains 6820 members 
Mstep: Class 8 contains 16855 members 
Mstep: Class 9 contains 5054 members 
Mstep: Class 10 contains 43818 members 
Mstep: Class 11 contains 11976 members 
Mstep: Class 12 contains 117590 members 
Mstep: Class 13 contains 31820 members 
Mstep: Class 14 contains 4684 members 
Mstep: Class 15 contains 32447 members 
Mstep: Class 16 contains 57589 members 
Mstep: Class 17 contains 9739 members 
Mstep: Class 18 contains 2110 members 
Mstep: Class 19 contains 15477 members 
Mstep: Class 20 contains 166726 members 
Mstep: Class 21 contains 256286 members 
Mstep: Class 22 contains 1601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155487776.000000 Penalty: 73553.507812
Iteration 29Q: 22 clusters Score -1.554878e+08 nChanged 6938
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 13744 members 
Mstep: Class 2 contains 1388 members 
Mstep: Class 3 contains 213557 members 
Mstep: Class 4 contains 247190 members 
Mstep: Class 5 contains 103989 members 
Mstep: Class 6 contains 6783 members 
Mstep: Class 8 contains 17133 members 
Mstep: Class 9 contains 5072 members 
Mstep: Class 10 contains 43637 members 
Mstep: Class 11 contains 12332 members 
Mstep: Class 12 contains 117749 members 
Mstep: Class 13 contains 31979 members 
Mstep: Class 14 contains 4683 members 
Mstep: Class 15 contains 32893 members 
Mstep: Class 16 contains 57202 members 
Mstep: Class 17 contains 9742 members 
Mstep: Class 18 contains 2104 members 
Mstep: Class 19 contains 15560 members 
Mstep: Class 20 contains 164652 members 
Mstep: Class 21 contains 257255 members 
Mstep: Class 22 contains 1602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155488720.000000 Penalty: 73553.507812
Iteration 30Q: 22 clusters Score -1.554887e+08 nChanged 6615
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 13753 members 
Mstep: Class 2 contains 1394 members 
Mstep: Class 3 contains 213387 members 
Mstep: Class 4 contains 247311 members 
Mstep: Class 5 contains 104166 members 
Mstep: Class 6 contains 6718 members 
Mstep: Class 8 contains 17376 members 
Mstep: Class 9 contains 5135 members 
Mstep: Class 10 contains 43504 members 
Mstep: Class 11 contains 12662 members 
Mstep: Class 12 contains 117859 members 
Mstep: Class 13 contains 32136 members 
Mstep: Class 14 contains 4664 members 
Mstep: Class 15 contains 33293 members 
Mstep: Class 16 contains 56805 members 
Mstep: Class 17 contains 9740 members 
Mstep: Class 18 contains 2098 members 
Mstep: Class 19 contains 15637 members 
Mstep: Class 20 contains 162681 members 
Mstep: Class 21 contains 258324 members 
Mstep: Class 22 contains 1603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155489872.000000 Penalty: 73553.507812
Iteration 31Q: 22 clusters Score -1.554899e+08 nChanged 6505
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 13750 members 
Mstep: Class 2 contains 1397 members 
Mstep: Class 3 contains 213249 members 
Mstep: Class 4 contains 247383 members 
Mstep: Class 5 contains 104375 members 
Mstep: Class 6 contains 6655 members 
Mstep: Class 8 contains 17605 members 
Mstep: Class 9 contains 5271 members 
Mstep: Class 10 contains 43440 members 
Mstep: Class 11 contains 12947 members 
Mstep: Class 12 contains 117939 members 
Mstep: Class 13 contains 32301 members 
Mstep: Class 14 contains 4640 members 
Mstep: Class 15 contains 33637 members 
Mstep: Class 16 contains 56376 members 
Mstep: Class 17 contains 9745 members 
Mstep: Class 18 contains 2096 members 
Mstep: Class 19 contains 15713 members 
Mstep: Class 20 contains 160680 members 
Mstep: Class 21 contains 259442 members 
Mstep: Class 22 contains 1605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155490800.000000 Penalty: 73553.507812
Iteration 32Q: 22 clusters Score -1.554908e+08 nChanged 6199
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 13734 members 
Mstep: Class 2 contains 1403 members 
Mstep: Class 3 contains 213126 members 
Mstep: Class 4 contains 247443 members 
Mstep: Class 5 contains 104618 members 
Mstep: Class 6 contains 6697 members 
Mstep: Class 8 contains 17789 members 
Mstep: Class 9 contains 5475 members 
Mstep: Class 10 contains 43409 members 
Mstep: Class 11 contains 13159 members 
Mstep: Class 12 contains 117900 members 
Mstep: Class 13 contains 32456 members 
Mstep: Class 14 contains 4626 members 
Mstep: Class 15 contains 33830 members 
Mstep: Class 16 contains 55956 members 
Mstep: Class 17 contains 9743 members 
Mstep: Class 18 contains 2091 members 
Mstep: Class 19 contains 15831 members 
Mstep: Class 20 contains 158725 members 
Mstep: Class 21 contains 260631 members 
Mstep: Class 22 contains 1604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155491776.000000 Penalty: 73553.507812
Iteration 33Q: 22 clusters Score -1.554918e+08 nChanged 5939
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 13725 members 
Mstep: Class 2 contains 1410 members 
Mstep: Class 3 contains 213012 members 
Mstep: Class 4 contains 247391 members 
Mstep: Class 5 contains 104872 members 
Mstep: Class 6 contains 6793 members 
Mstep: Class 8 contains 17949 members 
Mstep: Class 9 contains 5723 members 
Mstep: Class 10 contains 43395 members 
Mstep: Class 11 contains 13313 members 
Mstep: Class 12 contains 117851 members 
Mstep: Class 13 contains 32587 members 
Mstep: Class 14 contains 4615 members 
Mstep: Class 15 contains 33907 members 
Mstep: Class 16 contains 55553 members 
Mstep: Class 17 contains 9746 members 
Mstep: Class 18 contains 2087 members 
Mstep: Class 19 contains 15974 members 
Mstep: Class 20 contains 156910 members 
Mstep: Class 21 contains 261829 members 
Mstep: Class 22 contains 1604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155492432.000000 Penalty: 73553.507812
Iteration 34Q: 22 clusters Score -1.554924e+08 nChanged 5532
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 13711 members 
Mstep: Class 2 contains 1418 members 
Mstep: Class 3 contains 212915 members 
Mstep: Class 4 contains 247361 members 
Mstep: Class 5 contains 105131 members 
Mstep: Class 6 contains 6934 members 
Mstep: Class 8 contains 18075 members 
Mstep: Class 9 contains 6019 members 
Mstep: Class 10 contains 43386 members 
Mstep: Class 11 contains 13422 members 
Mstep: Class 12 contains 117785 members 
Mstep: Class 13 contains 32673 members 
Mstep: Class 14 contains 4623 members 
Mstep: Class 15 contains 33937 members 
Mstep: Class 16 contains 55132 members 
Mstep: Class 17 contains 9740 members 
Mstep: Class 18 contains 2083 members 
Mstep: Class 19 contains 16163 members 
Mstep: Class 20 contains 155218 members 
Mstep: Class 21 contains 262914 members 
Mstep: Class 22 contains 1606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155493088.000000 Penalty: 73553.507812
Iteration 35Q: 22 clusters Score -1.554931e+08 nChanged 5161
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 13692 members 
Mstep: Class 2 contains 1423 members 
Mstep: Class 3 contains 212814 members 
Mstep: Class 4 contains 247316 members 
Mstep: Class 5 contains 105373 members 
Mstep: Class 6 contains 7079 members 
Mstep: Class 8 contains 18189 members 
Mstep: Class 9 contains 6340 members 
Mstep: Class 10 contains 43376 members 
Mstep: Class 11 contains 13525 members 
Mstep: Class 12 contains 117740 members 
Mstep: Class 13 contains 32741 members 
Mstep: Class 14 contains 4618 members 
Mstep: Class 15 contains 33945 members 
Mstep: Class 16 contains 54699 members 
Mstep: Class 17 contains 9742 members 
Mstep: Class 18 contains 2080 members 
Mstep: Class 19 contains 16332 members 
Mstep: Class 20 contains 153549 members 
Mstep: Class 21 contains 264067 members 
Mstep: Class 22 contains 1606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155493488.000000 Penalty: 73553.507812
Iteration 36Q: 22 clusters Score -1.554935e+08 nChanged 4731
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 13674 members 
Mstep: Class 2 contains 1423 members 
Mstep: Class 3 contains 212723 members 
Mstep: Class 4 contains 247286 members 
Mstep: Class 5 contains 105601 members 
Mstep: Class 6 contains 7217 members 
Mstep: Class 8 contains 18297 members 
Mstep: Class 9 contains 6660 members 
Mstep: Class 10 contains 43370 members 
Mstep: Class 11 contains 13600 members 
Mstep: Class 12 contains 117713 members 
Mstep: Class 13 contains 32781 members 
Mstep: Class 14 contains 4611 members 
Mstep: Class 15 contains 33857 members 
Mstep: Class 16 contains 54298 members 
Mstep: Class 17 contains 9743 members 
Mstep: Class 18 contains 2085 members 
Mstep: Class 19 contains 16528 members 
Mstep: Class 20 contains 152013 members 
Mstep: Class 21 contains 265160 members 
Mstep: Class 22 contains 1606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155494160.000000 Penalty: 73553.507812
Iteration 37Q: 22 clusters Score -1.554942e+08 nChanged 4260
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 13649 members 
Mstep: Class 2 contains 1421 members 
Mstep: Class 3 contains 212659 members 
Mstep: Class 4 contains 247253 members 
Mstep: Class 5 contains 105796 members 
Mstep: Class 6 contains 7327 members 
Mstep: Class 8 contains 18390 members 
Mstep: Class 9 contains 6934 members 
Mstep: Class 10 contains 43364 members 
Mstep: Class 11 contains 13673 members 
Mstep: Class 12 contains 117733 members 
Mstep: Class 13 contains 32818 members 
Mstep: Class 14 contains 4607 members 
Mstep: Class 15 contains 33760 members 
Mstep: Class 16 contains 53944 members 
Mstep: Class 17 contains 9740 members 
Mstep: Class 18 contains 2089 members 
Mstep: Class 19 contains 16745 members 
Mstep: Class 20 contains 150555 members 
Mstep: Class 21 contains 266180 members 
Mstep: Class 22 contains 1609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155494224.000000 Penalty: 73553.507812
Iteration 38Q: 22 clusters Score -1.554942e+08 nChanged 3918
Entering ConstructFrom: 
Score: -155494224.000000 Penalty: 73553.507812
Entering ConstructFrom: 
Trying to split cluster 1 (13626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13626 members 
Entering Unmasked Estep 
Score: -1475153.125000 Penalty: 2360.894287
	Iteration 0F: 2 clusters Score -1475153 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -1465205.000000 Penalty: 4721.788574
	Iteration 0F: 3 clusters Score -1465205 nChanged 5888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -1469309.625000 Penalty: 4721.788574
	Iteration 1F: 3 clusters Score -1469310 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -1473466.125000 Penalty: 4721.788574
	Iteration 2F: 3 clusters Score -1473466 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -1477682.625000 Penalty: 4721.788574
	Iteration 3F: 3 clusters Score -1477683 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -1479586.875000 Penalty: 4721.788574
	Iteration 4F: 3 clusters Score -1479587 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -1480449.875000 Penalty: 4721.788574
	Iteration 5F: 3 clusters Score -1480450 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -1480933.750000 Penalty: 4721.788574
	Iteration 6Q: 3 clusters Score -1480934 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -1481379.375000 Penalty: 4721.788574
	Iteration 7Q: 3 clusters Score -1481379 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -1481866.000000 Penalty: 4721.788574
	Iteration 8Q: 3 clusters Score -1481866 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -1482249.125000 Penalty: 4721.788574
	Iteration 9Q: 3 clusters Score -1482249 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 11123 members 
Entering Unmasked Estep 
Score: -1482542.250000 Penalty: 4721.788574
	Iteration 10Q: 3 clusters Score -1482542 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -1482733.625000 Penalty: 4721.788574
	Iteration 11Q: 3 clusters Score -1482734 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -1483079.000000 Penalty: 4721.788574
	Iteration 12Q: 3 clusters Score -1483079 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -1483892.875000 Penalty: 4721.788574
	Iteration 13Q: 3 clusters Score -1483893 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -1484991.375000 Penalty: 4721.788574
	Iteration 14Q: 3 clusters Score -1484991 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -1485322.000000 Penalty: 4721.788574
	Iteration 15Q: 3 clusters Score -1485322 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -1485328.875000 Penalty: 4721.788574
	Iteration 16Q: 3 clusters Score -1485329 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -1485328.875000 Penalty: 4721.788574
	Iteration 17F: 3 clusters Score -1485329 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1419 members 
Mstep: Class 3 contains 212557 members 
Mstep: Class 4 contains 247182 members 
Mstep: Class 5 contains 106009 members 
Mstep: Class 6 contains 7409 members 
Mstep: Class 7 contains 11597 members 
Mstep: Class 8 contains 18515 members 
Mstep: Class 9 contains 7191 members 
Mstep: Class 10 contains 43348 members 
Mstep: Class 11 contains 13734 members 
Mstep: Class 12 contains 117787 members 
Mstep: Class 13 contains 32845 members 
Mstep: Class 14 contains 4603 members 
Mstep: Class 15 contains 33686 members 
Mstep: Class 16 contains 53625 members 
Mstep: Class 17 contains 9737 members 
Mstep: Class 18 contains 2090 members 
Mstep: Class 19 contains 16955 members 
Mstep: Class 20 contains 149224 members 
Mstep: Class 21 contains 267093 members 
Mstep: Class 22 contains 1611 members 
Entering Unmasked Estep 
Score: -155503472.000000 Penalty: 77056.054688
Splitting cluster 1 changes total score from -155494224.000000 to -155503472.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 2 (1419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Entering Unmasked Estep 
Score: -138686.203125 Penalty: 1799.911499
	Iteration 0F: 2 clusters Score -138686.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -136500.937500 Penalty: 3599.822998
	Iteration 0F: 3 clusters Score -136500.9 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -137367.187500 Penalty: 3599.822998
	Iteration 1F: 3 clusters Score -137367.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -138238.093750 Penalty: 3599.822998
	Iteration 2F: 3 clusters Score -138238.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -139622.562500 Penalty: 3599.822998
	Iteration 3F: 3 clusters Score -139622.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -140794.578125 Penalty: 3599.822998
	Iteration 4F: 3 clusters Score -140794.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -141148.968750 Penalty: 3599.822998
	Iteration 5Q: 3 clusters Score -141149 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -141357.625000 Penalty: 3599.822998
	Iteration 6Q: 3 clusters Score -141357.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -141473.609375 Penalty: 3599.822998
	Iteration 7Q: 3 clusters Score -141473.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -141536.296875 Penalty: 3599.822998
	Iteration 8Q: 3 clusters Score -141536.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -141583.875000 Penalty: 3599.822998
	Iteration 9Q: 3 clusters Score -141583.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -141589.546875 Penalty: 3599.822998
	Iteration 10Q: 3 clusters Score -141589.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -141592.609375 Penalty: 3599.822998
	Iteration 11Q: 3 clusters Score -141592.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -141592.609375 Penalty: 3599.822998
	Iteration 12F: 3 clusters Score -141592.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 518 members 
Mstep: Class 3 contains 212557 members 
Mstep: Class 4 contains 247182 members 
Mstep: Class 5 contains 106009 members 
Mstep: Class 6 contains 7409 members 
Mstep: Class 7 contains 11597 members 
Mstep: Class 8 contains 18515 members 
Mstep: Class 9 contains 7191 members 
Mstep: Class 10 contains 43348 members 
Mstep: Class 11 contains 13734 members 
Mstep: Class 12 contains 117787 members 
Mstep: Class 13 contains 32845 members 
Mstep: Class 14 contains 4603 members 
Mstep: Class 15 contains 33686 members 
Mstep: Class 16 contains 53625 members 
Mstep: Class 17 contains 9737 members 
Mstep: Class 18 contains 2090 members 
Mstep: Class 19 contains 16955 members 
Mstep: Class 20 contains 149224 members 
Mstep: Class 21 contains 267093 members 
Mstep: Class 22 contains 1611 members 
Mstep: Class 23 contains 901 members 
Entering Unmasked Estep 
Score: -155504560.000000 Penalty: 80558.601562
Splitting cluster 2 changes total score from -155494224.000000 to -155504560.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 3 (212557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212557 members 
Entering Unmasked Estep 
Score: -25674952.000000 Penalty: 3042.207520
	Iteration 0F: 2 clusters Score -2.567495e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105852 members 
Mstep: Class 2 contains 106705 members 
Entering Unmasked Estep 
Score: -25544730.000000 Penalty: 6084.415039
	Iteration 0F: 3 clusters Score -2.554473e+07 nChanged 102450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96648 members 
Mstep: Class 2 contains 115909 members 
Entering Unmasked Estep 
Score: -25605630.000000 Penalty: 6084.415039
	Iteration 1F: 3 clusters Score -2.560563e+07 nChanged 7604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90724 members 
Mstep: Class 2 contains 121833 members 
Entering Unmasked Estep 
Score: -25607994.000000 Penalty: 6084.415039
	Iteration 2Q: 3 clusters Score -2.560799e+07 nChanged 10644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81548 members 
Mstep: Class 2 contains 131009 members 
Entering Unmasked Estep 
Score: -25613032.000000 Penalty: 6084.415039
	Iteration 3F: 3 clusters Score -2.561303e+07 nChanged 14860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68064 members 
Mstep: Class 2 contains 144493 members 
Entering Unmasked Estep 
Score: -25622580.000000 Penalty: 6084.415039
	Iteration 4F: 3 clusters Score -2.562258e+07 nChanged 18696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50680 members 
Mstep: Class 2 contains 161877 members 
Entering Unmasked Estep 
Score: -25636670.000000 Penalty: 6084.415039
	Iteration 5F: 3 clusters Score -2.563667e+07 nChanged 19156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32412 members 
Mstep: Class 2 contains 180145 members 
Entering Unmasked Estep 
Score: -25650436.000000 Penalty: 6084.415039
	Iteration 6F: 3 clusters Score -2.565044e+07 nChanged 14393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18447 members 
Mstep: Class 2 contains 194110 members 
Entering Unmasked Estep 
Score: -25660128.000000 Penalty: 6084.415039
	Iteration 7F: 3 clusters Score -2.566013e+07 nChanged 8201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 202191 members 
Entering Unmasked Estep 
Score: -25666368.000000 Penalty: 6084.415039
	Iteration 8Q: 3 clusters Score -2.566637e+07 nChanged 4016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 206107 members 
Entering Unmasked Estep 
Score: -25670070.000000 Penalty: 6084.415039
	Iteration 9Q: 3 clusters Score -2.567007e+07 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 207448 members 
Entering Unmasked Estep 
Score: -25672250.000000 Penalty: 6084.415039
	Iteration 10Q: 3 clusters Score -2.567225e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 207731 members 
Entering Unmasked Estep 
Score: -25673462.000000 Penalty: 6084.415039
	Iteration 11Q: 3 clusters Score -2.567346e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 207812 members 
Entering Unmasked Estep 
Score: -25673966.000000 Penalty: 6084.415039
	Iteration 12Q: 3 clusters Score -2.567397e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 207871 members 
Entering Unmasked Estep 
Score: -25674142.000000 Penalty: 6084.415039
	Iteration 13Q: 3 clusters Score -2.567414e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 207904 members 
Entering Unmasked Estep 
Score: -25674204.000000 Penalty: 6084.415039
	Iteration 14Q: 3 clusters Score -2.56742e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 207917 members 
Entering Unmasked Estep 
Score: -25674312.000000 Penalty: 6084.415039
	Iteration 15Q: 3 clusters Score -2.567431e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 207924 members 
Entering Unmasked Estep 
Score: -25674368.000000 Penalty: 6084.415039
	Iteration 16Q: 3 clusters Score -2.567437e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 207927 members 
Entering Unmasked Estep 
Score: -25674354.000000 Penalty: 6084.415039
	Iteration 17Q: 3 clusters Score -2.567435e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 207923 members 
Entering Unmasked Estep 
Score: -25674376.000000 Penalty: 6084.415039
	Iteration 18Q: 3 clusters Score -2.567438e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 207916 members 
Entering Unmasked Estep 
Score: -25674428.000000 Penalty: 6084.415039
	Iteration 19Q: 3 clusters Score -2.567443e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 207918 members 
Entering Unmasked Estep 
Score: -25674428.000000 Penalty: 6084.415039
	Iteration 20F: 3 clusters Score -2.567443e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 207917 members 
Entering Unmasked Estep 
Score: -25674432.000000 Penalty: 6084.415039
	Iteration 21Q: 3 clusters Score -2.567443e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 207924 members 
Entering Unmasked Estep 
Score: -25674444.000000 Penalty: 6084.415039
	Iteration 22Q: 3 clusters Score -2.567444e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 207930 members 
Entering Unmasked Estep 
Score: -25674448.000000 Penalty: 6084.415039
	Iteration 23Q: 3 clusters Score -2.567445e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 207933 members 
Entering Unmasked Estep 
Score: -25674456.000000 Penalty: 6084.415039
	Iteration 24Q: 3 clusters Score -2.567446e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 207939 members 
Entering Unmasked Estep 
Score: -25674454.000000 Penalty: 6084.415039
	Iteration 25Q: 3 clusters Score -2.567445e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 207943 members 
Entering Unmasked Estep 
Score: -25674462.000000 Penalty: 6084.415039
	Iteration 26Q: 3 clusters Score -2.567446e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 207950 members 
Entering Unmasked Estep 
Score: -25674476.000000 Penalty: 6084.415039
	Iteration 27Q: 3 clusters Score -2.567448e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 207958 members 
Entering Unmasked Estep 
Score: -25674484.000000 Penalty: 6084.415039
	Iteration 28Q: 3 clusters Score -2.567448e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 207959 members 
Entering Unmasked Estep 
Score: -25674480.000000 Penalty: 6084.415039
	Iteration 29Q: 3 clusters Score -2.567448e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 207960 members 
Entering Unmasked Estep 
Score: -25674472.000000 Penalty: 6084.415039
	Iteration 30Q: 3 clusters Score -2.567447e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 207960 members 
Entering Unmasked Estep 
Score: -25674480.000000 Penalty: 6084.415039
	Iteration 31Q: 3 clusters Score -2.567448e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 207960 members 
Entering Unmasked Estep 
Score: -25674498.000000 Penalty: 6084.415039
	Iteration 32Q: 3 clusters Score -2.56745e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 207959 members 
Entering Unmasked Estep 
Score: -25674494.000000 Penalty: 6084.415039
	Iteration 33Q: 3 clusters Score -2.567449e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 207959 members 
Entering Unmasked Estep 
Score: -25674494.000000 Penalty: 6084.415039
	Iteration 34F: 3 clusters Score -2.567449e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (247182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247182 members 
Entering Unmasked Estep 
Score: -29190844.000000 Penalty: 3079.634277
	Iteration 0F: 2 clusters Score -2.919084e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123474 members 
Mstep: Class 2 contains 123708 members 
Entering Unmasked Estep 
Score: -29026640.000000 Penalty: 6159.268555
	Iteration 0F: 3 clusters Score -2.902664e+07 nChanged 119403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119035 members 
Mstep: Class 2 contains 128147 members 
Entering Unmasked Estep 
Score: -29102460.000000 Penalty: 6159.268555
	Iteration 1F: 3 clusters Score -2.910246e+07 nChanged 13996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115427 members 
Mstep: Class 2 contains 131755 members 
Entering Unmasked Estep 
Score: -29110754.000000 Penalty: 6159.268555
	Iteration 2F: 3 clusters Score -2.911075e+07 nChanged 17662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109455 members 
Mstep: Class 2 contains 137727 members 
Entering Unmasked Estep 
Score: -29123690.000000 Penalty: 6159.268555
	Iteration 3F: 3 clusters Score -2.912369e+07 nChanged 19664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101491 members 
Mstep: Class 2 contains 145691 members 
Entering Unmasked Estep 
Score: -29139630.000000 Penalty: 6159.268555
	Iteration 4F: 3 clusters Score -2.913963e+07 nChanged 19198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93313 members 
Mstep: Class 2 contains 153869 members 
Entering Unmasked Estep 
Score: -29155382.000000 Penalty: 6159.268555
	Iteration 5F: 3 clusters Score -2.915538e+07 nChanged 16184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86127 members 
Mstep: Class 2 contains 161055 members 
Entering Unmasked Estep 
Score: -29167330.000000 Penalty: 6159.268555
	Iteration 6F: 3 clusters Score -2.916733e+07 nChanged 11743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80122 members 
Mstep: Class 2 contains 167060 members 
Entering Unmasked Estep 
Score: -29173876.000000 Penalty: 6159.268555
	Iteration 7Q: 3 clusters Score -2.917388e+07 nChanged 8091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74761 members 
Mstep: Class 2 contains 172421 members 
Entering Unmasked Estep 
Score: -29177460.000000 Penalty: 6159.268555
	Iteration 8Q: 3 clusters Score -2.917746e+07 nChanged 6000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69835 members 
Mstep: Class 2 contains 177347 members 
Entering Unmasked Estep 
Score: -29179894.000000 Penalty: 6159.268555
	Iteration 9Q: 3 clusters Score -2.917989e+07 nChanged 4891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65272 members 
Mstep: Class 2 contains 181910 members 
Entering Unmasked Estep 
Score: -29181390.000000 Penalty: 6159.268555
	Iteration 10Q: 3 clusters Score -2.918139e+07 nChanged 4370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61000 members 
Mstep: Class 2 contains 186182 members 
Entering Unmasked Estep 
Score: -29182810.000000 Penalty: 6159.268555
	Iteration 11Q: 3 clusters Score -2.918281e+07 nChanged 4094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56936 members 
Mstep: Class 2 contains 190246 members 
Entering Unmasked Estep 
Score: -29183922.000000 Penalty: 6159.268555
	Iteration 12Q: 3 clusters Score -2.918392e+07 nChanged 3942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53000 members 
Mstep: Class 2 contains 194182 members 
Entering Unmasked Estep 
Score: -29184984.000000 Penalty: 6159.268555
	Iteration 13Q: 3 clusters Score -2.918498e+07 nChanged 3747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49257 members 
Mstep: Class 2 contains 197925 members 
Entering Unmasked Estep 
Score: -29186022.000000 Penalty: 6159.268555
	Iteration 14Q: 3 clusters Score -2.918602e+07 nChanged 3593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45666 members 
Mstep: Class 2 contains 201516 members 
Entering Unmasked Estep 
Score: -29186876.000000 Penalty: 6159.268555
	Iteration 15Q: 3 clusters Score -2.918688e+07 nChanged 3405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42261 members 
Mstep: Class 2 contains 204921 members 
Entering Unmasked Estep 
Score: -29187820.000000 Penalty: 6159.268555
	Iteration 16Q: 3 clusters Score -2.918782e+07 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38998 members 
Mstep: Class 2 contains 208184 members 
Entering Unmasked Estep 
Score: -29188578.000000 Penalty: 6159.268555
	Iteration 17Q: 3 clusters Score -2.918858e+07 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35860 members 
Mstep: Class 2 contains 211322 members 
Entering Unmasked Estep 
Score: -29189488.000000 Penalty: 6159.268555
	Iteration 18Q: 3 clusters Score -2.918949e+07 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33027 members 
Mstep: Class 2 contains 214155 members 
Entering Unmasked Estep 
Score: -29190162.000000 Penalty: 6159.268555
	Iteration 19Q: 3 clusters Score -2.919016e+07 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30434 members 
Mstep: Class 2 contains 216748 members 
Entering Unmasked Estep 
Score: -29190962.000000 Penalty: 6159.268555
	Iteration 20F: 3 clusters Score -2.919096e+07 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28071 members 
Mstep: Class 2 contains 219111 members 
Entering Unmasked Estep 
Score: -29191570.000000 Penalty: 6159.268555
	Iteration 21Q: 3 clusters Score -2.919157e+07 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25894 members 
Mstep: Class 2 contains 221288 members 
Entering Unmasked Estep 
Score: -29192150.000000 Penalty: 6159.268555
	Iteration 22Q: 3 clusters Score -2.919215e+07 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23922 members 
Mstep: Class 2 contains 223260 members 
Entering Unmasked Estep 
Score: -29192630.000000 Penalty: 6159.268555
	Iteration 23Q: 3 clusters Score -2.919263e+07 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22129 members 
Mstep: Class 2 contains 225053 members 
Entering Unmasked Estep 
Score: -29193204.000000 Penalty: 6159.268555
	Iteration 24Q: 3 clusters Score -2.91932e+07 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20515 members 
Mstep: Class 2 contains 226667 members 
Entering Unmasked Estep 
Score: -29193766.000000 Penalty: 6159.268555
	Iteration 25Q: 3 clusters Score -2.919377e+07 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19115 members 
Mstep: Class 2 contains 228067 members 
Entering Unmasked Estep 
Score: -29194128.000000 Penalty: 6159.268555
	Iteration 26Q: 3 clusters Score -2.919413e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17838 members 
Mstep: Class 2 contains 229344 members 
Entering Unmasked Estep 
Score: -29194708.000000 Penalty: 6159.268555
	Iteration 27Q: 3 clusters Score -2.919471e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16734 members 
Mstep: Class 2 contains 230448 members 
Entering Unmasked Estep 
Score: -29195354.000000 Penalty: 6159.268555
	Iteration 28Q: 3 clusters Score -2.919535e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15822 members 
Mstep: Class 2 contains 231360 members 
Entering Unmasked Estep 
Score: -29195850.000000 Penalty: 6159.268555
	Iteration 29Q: 3 clusters Score -2.919585e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15068 members 
Mstep: Class 2 contains 232114 members 
Entering Unmasked Estep 
Score: -29196076.000000 Penalty: 6159.268555
	Iteration 30Q: 3 clusters Score -2.919608e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14419 members 
Mstep: Class 2 contains 232763 members 
Entering Unmasked Estep 
Score: -29196250.000000 Penalty: 6159.268555
	Iteration 31Q: 3 clusters Score -2.919625e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13865 members 
Mstep: Class 2 contains 233317 members 
Entering Unmasked Estep 
Score: -29196410.000000 Penalty: 6159.268555
	Iteration 32Q: 3 clusters Score -2.919641e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13410 members 
Mstep: Class 2 contains 233772 members 
Entering Unmasked Estep 
Score: -29196558.000000 Penalty: 6159.268555
	Iteration 33Q: 3 clusters Score -2.919656e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 234205 members 
Entering Unmasked Estep 
Score: -29196760.000000 Penalty: 6159.268555
	Iteration 34Q: 3 clusters Score -2.919676e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 234633 members 
Entering Unmasked Estep 
Score: -29197010.000000 Penalty: 6159.268555
	Iteration 35Q: 3 clusters Score -2.919701e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 235016 members 
Entering Unmasked Estep 
Score: -29197246.000000 Penalty: 6159.268555
	Iteration 36Q: 3 clusters Score -2.919725e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 235326 members 
Entering Unmasked Estep 
Score: -29197498.000000 Penalty: 6159.268555
	Iteration 37Q: 3 clusters Score -2.91975e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 235563 members 
Entering Unmasked Estep 
Score: -29197740.000000 Penalty: 6159.268555
	Iteration 38Q: 3 clusters Score -2.919774e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11482 members 
Mstep: Class 2 contains 235700 members 
Entering Unmasked Estep 
Score: -29197864.000000 Penalty: 6159.268555
	Iteration 39Q: 3 clusters Score -2.919786e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 235798 members 
Entering Unmasked Estep 
Score: -29197892.000000 Penalty: 6159.268555
	Iteration 40F: 3 clusters Score -2.919789e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 235867 members 
Entering Unmasked Estep 
Score: -29197898.000000 Penalty: 6159.268555
	Iteration 41Q: 3 clusters Score -2.91979e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 235912 members 
Entering Unmasked Estep 
Score: -29197780.000000 Penalty: 6159.268555
	Iteration 42Q: 3 clusters Score -2.919778e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 235945 members 
Entering Unmasked Estep 
Score: -29197848.000000 Penalty: 6159.268555
	Iteration 43Q: 3 clusters Score -2.919785e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 235979 members 
Entering Unmasked Estep 
Score: -29197820.000000 Penalty: 6159.268555
	Iteration 44Q: 3 clusters Score -2.919782e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 236007 members 
Entering Unmasked Estep 
Score: -29197854.000000 Penalty: 6159.268555
	Iteration 45Q: 3 clusters Score -2.919785e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 236032 members 
Entering Unmasked Estep 
Score: -29197812.000000 Penalty: 6159.268555
	Iteration 46Q: 3 clusters Score -2.919781e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 236078 members 
Entering Unmasked Estep 
Score: -29197860.000000 Penalty: 6159.268555
	Iteration 47Q: 3 clusters Score -2.919786e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 236140 members 
Entering Unmasked Estep 
Score: -29197908.000000 Penalty: 6159.268555
	Iteration 48Q: 3 clusters Score -2.919791e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 236194 members 
Entering Unmasked Estep 
Score: -29197958.000000 Penalty: 6159.268555
	Iteration 49Q: 3 clusters Score -2.919796e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 236278 members 
Entering Unmasked Estep 
Score: -29198050.000000 Penalty: 6159.268555
	Iteration 50Q: 3 clusters Score -2.919805e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 236394 members 
Entering Unmasked Estep 
Score: -29198084.000000 Penalty: 6159.268555
	Iteration 51Q: 3 clusters Score -2.919808e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 236538 members 
Entering Unmasked Estep 
Score: -29198176.000000 Penalty: 6159.268555
	Iteration 52Q: 3 clusters Score -2.919818e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 236706 members 
Entering Unmasked Estep 
Score: -29198396.000000 Penalty: 6159.268555
	Iteration 53Q: 3 clusters Score -2.91984e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 236933 members 
Entering Unmasked Estep 
Score: -29198812.000000 Penalty: 6159.268555
	Iteration 54Q: 3 clusters Score -2.919881e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 237174 members 
Entering Unmasked Estep 
Score: -29199342.000000 Penalty: 6159.268555
	Iteration 55Q: 3 clusters Score -2.919934e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 237349 members 
Entering Unmasked Estep 
Score: -29199860.000000 Penalty: 6159.268555
	Iteration 56Q: 3 clusters Score -2.919986e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 237411 members 
Entering Unmasked Estep 
Score: -29200054.000000 Penalty: 6159.268555
	Iteration 57Q: 3 clusters Score -2.920005e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 237427 members 
Entering Unmasked Estep 
Score: -29200104.000000 Penalty: 6159.268555
	Iteration 58Q: 3 clusters Score -2.92001e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 237433 members 
Entering Unmasked Estep 
Score: -29200102.000000 Penalty: 6159.268555
	Iteration 59Q: 3 clusters Score -2.92001e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 237440 members 
Entering Unmasked Estep 
Score: -29200080.000000 Penalty: 6159.268555
	Iteration 60F: 3 clusters Score -2.920008e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 237442 members 
Entering Unmasked Estep 
Score: -29200096.000000 Penalty: 6159.268555
	Iteration 61Q: 3 clusters Score -2.92001e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 237443 members 
Entering Unmasked Estep 
Score: -29200104.000000 Penalty: 6159.268555
	Iteration 62Q: 3 clusters Score -2.92001e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 237442 members 
Entering Unmasked Estep 
Score: -29200108.000000 Penalty: 6159.268555
	Iteration 63Q: 3 clusters Score -2.920011e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 237440 members 
Entering Unmasked Estep 
Score: -29200122.000000 Penalty: 6159.268555
	Iteration 64Q: 3 clusters Score -2.920012e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 237437 members 
Entering Unmasked Estep 
Score: -29200150.000000 Penalty: 6159.268555
	Iteration 65Q: 3 clusters Score -2.920015e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 237438 members 
Entering Unmasked Estep 
Score: -29200144.000000 Penalty: 6159.268555
	Iteration 66Q: 3 clusters Score -2.920014e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 237438 members 
Entering Unmasked Estep 
Score: -29200170.000000 Penalty: 6159.268555
	Iteration 67Q: 3 clusters Score -2.920017e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 237441 members 
Entering Unmasked Estep 
Score: -29200162.000000 Penalty: 6159.268555
	Iteration 68Q: 3 clusters Score -2.920016e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 237443 members 
Entering Unmasked Estep 
Score: -29200156.000000 Penalty: 6159.268555
	Iteration 69Q: 3 clusters Score -2.920016e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 237443 members 
Entering Unmasked Estep 
Score: -29200156.000000 Penalty: 6159.268555
	Iteration 70F: 3 clusters Score -2.920016e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 518 members 
Mstep: Class 3 contains 212557 members 
Mstep: Class 4 contains 9739 members 
Mstep: Class 5 contains 106009 members 
Mstep: Class 6 contains 7409 members 
Mstep: Class 7 contains 11597 members 
Mstep: Class 8 contains 18515 members 
Mstep: Class 9 contains 7191 members 
Mstep: Class 10 contains 43348 members 
Mstep: Class 11 contains 13734 members 
Mstep: Class 12 contains 117787 members 
Mstep: Class 13 contains 32845 members 
Mstep: Class 14 contains 4603 members 
Mstep: Class 15 contains 33686 members 
Mstep: Class 16 contains 53625 members 
Mstep: Class 17 contains 9737 members 
Mstep: Class 18 contains 2090 members 
Mstep: Class 19 contains 16955 members 
Mstep: Class 20 contains 149224 members 
Mstep: Class 21 contains 267093 members 
Mstep: Class 22 contains 1611 members 
Mstep: Class 23 contains 901 members 
Mstep: Class 24 contains 237443 members 
Entering Unmasked Estep 
Score: -155513904.000000 Penalty: 84061.156250
Splitting cluster 4 changes total score from -155494224.000000 to -155513904.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 5 (106009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106009 members 
Entering Unmasked Estep 
Score: -12358808.000000 Penalty: 2869.677246
	Iteration 0F: 2 clusters Score -1.235881e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53098 members 
Mstep: Class 2 contains 52911 members 
Entering Unmasked Estep 
Score: -12287673.000000 Penalty: 5739.354492
	Iteration 0F: 3 clusters Score -1.228767e+07 nChanged 50365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52343 members 
Mstep: Class 2 contains 53666 members 
Entering Unmasked Estep 
Score: -12317348.000000 Penalty: 5739.354492
	Iteration 1F: 3 clusters Score -1.231735e+07 nChanged 4730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51277 members 
Mstep: Class 2 contains 54732 members 
Entering Unmasked Estep 
Score: -12319407.000000 Penalty: 5739.354492
	Iteration 2Q: 3 clusters Score -1.231941e+07 nChanged 6200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49389 members 
Mstep: Class 2 contains 56620 members 
Entering Unmasked Estep 
Score: -12323361.000000 Penalty: 5739.354492
	Iteration 3F: 3 clusters Score -1.232336e+07 nChanged 8172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46725 members 
Mstep: Class 2 contains 59284 members 
Entering Unmasked Estep 
Score: -12329472.000000 Penalty: 5739.354492
	Iteration 4F: 3 clusters Score -1.232947e+07 nChanged 9183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43740 members 
Mstep: Class 2 contains 62269 members 
Entering Unmasked Estep 
Score: -12336740.000000 Penalty: 5739.354492
	Iteration 5F: 3 clusters Score -1.233674e+07 nChanged 8451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41223 members 
Mstep: Class 2 contains 64786 members 
Entering Unmasked Estep 
Score: -12342010.000000 Penalty: 5739.354492
	Iteration 6F: 3 clusters Score -1.234201e+07 nChanged 6182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39345 members 
Mstep: Class 2 contains 66664 members 
Entering Unmasked Estep 
Score: -12344636.000000 Penalty: 5739.354492
	Iteration 7F: 3 clusters Score -1.234464e+07 nChanged 4003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37836 members 
Mstep: Class 2 contains 68173 members 
Entering Unmasked Estep 
Score: -12345801.000000 Penalty: 5739.354492
	Iteration 8Q: 3 clusters Score -1.23458e+07 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36576 members 
Mstep: Class 2 contains 69433 members 
Entering Unmasked Estep 
Score: -12346241.000000 Penalty: 5739.354492
	Iteration 9Q: 3 clusters Score -1.234624e+07 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35263 members 
Mstep: Class 2 contains 70746 members 
Entering Unmasked Estep 
Score: -12346557.000000 Penalty: 5739.354492
	Iteration 10Q: 3 clusters Score -1.234656e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34008 members 
Mstep: Class 2 contains 72001 members 
Entering Unmasked Estep 
Score: -12346721.000000 Penalty: 5739.354492
	Iteration 11Q: 3 clusters Score -1.234672e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32752 members 
Mstep: Class 2 contains 73257 members 
Entering Unmasked Estep 
Score: -12346906.000000 Penalty: 5739.354492
	Iteration 12Q: 3 clusters Score -1.234691e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31498 members 
Mstep: Class 2 contains 74511 members 
Entering Unmasked Estep 
Score: -12347097.000000 Penalty: 5739.354492
	Iteration 13Q: 3 clusters Score -1.23471e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30194 members 
Mstep: Class 2 contains 75815 members 
Entering Unmasked Estep 
Score: -12347330.000000 Penalty: 5739.354492
	Iteration 14Q: 3 clusters Score -1.234733e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28829 members 
Mstep: Class 2 contains 77180 members 
Entering Unmasked Estep 
Score: -12347625.000000 Penalty: 5739.354492
	Iteration 15Q: 3 clusters Score -1.234762e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27374 members 
Mstep: Class 2 contains 78635 members 
Entering Unmasked Estep 
Score: -12347875.000000 Penalty: 5739.354492
	Iteration 16Q: 3 clusters Score -1.234788e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25904 members 
Mstep: Class 2 contains 80105 members 
Entering Unmasked Estep 
Score: -12348171.000000 Penalty: 5739.354492
	Iteration 17Q: 3 clusters Score -1.234817e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24341 members 
Mstep: Class 2 contains 81668 members 
Entering Unmasked Estep 
Score: -12348504.000000 Penalty: 5739.354492
	Iteration 18Q: 3 clusters Score -1.23485e+07 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22664 members 
Mstep: Class 2 contains 83345 members 
Entering Unmasked Estep 
Score: -12348900.000000 Penalty: 5739.354492
	Iteration 19Q: 3 clusters Score -1.23489e+07 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20930 members 
Mstep: Class 2 contains 85079 members 
Entering Unmasked Estep 
Score: -12349313.000000 Penalty: 5739.354492
	Iteration 20F: 3 clusters Score -1.234931e+07 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19169 members 
Mstep: Class 2 contains 86840 members 
Entering Unmasked Estep 
Score: -12349733.000000 Penalty: 5739.354492
	Iteration 21Q: 3 clusters Score -1.234973e+07 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17459 members 
Mstep: Class 2 contains 88550 members 
Entering Unmasked Estep 
Score: -12350225.000000 Penalty: 5739.354492
	Iteration 22Q: 3 clusters Score -1.235022e+07 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15771 members 
Mstep: Class 2 contains 90238 members 
Entering Unmasked Estep 
Score: -12350675.000000 Penalty: 5739.354492
	Iteration 23Q: 3 clusters Score -1.235068e+07 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14119 members 
Mstep: Class 2 contains 91890 members 
Entering Unmasked Estep 
Score: -12351231.000000 Penalty: 5739.354492
	Iteration 24Q: 3 clusters Score -1.235123e+07 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 93545 members 
Entering Unmasked Estep 
Score: -12351799.000000 Penalty: 5739.354492
	Iteration 25Q: 3 clusters Score -1.23518e+07 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 95186 members 
Entering Unmasked Estep 
Score: -12352375.000000 Penalty: 5739.354492
	Iteration 26Q: 3 clusters Score -1.235238e+07 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 96708 members 
Entering Unmasked Estep 
Score: -12353005.000000 Penalty: 5739.354492
	Iteration 27Q: 3 clusters Score -1.2353e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 98103 members 
Entering Unmasked Estep 
Score: -12353457.000000 Penalty: 5739.354492
	Iteration 28Q: 3 clusters Score -1.235346e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 99330 members 
Entering Unmasked Estep 
Score: -12353973.000000 Penalty: 5739.354492
	Iteration 29Q: 3 clusters Score -1.235397e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 100399 members 
Entering Unmasked Estep 
Score: -12354454.000000 Penalty: 5739.354492
	Iteration 30Q: 3 clusters Score -1.235445e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 101343 members 
Entering Unmasked Estep 
Score: -12354821.000000 Penalty: 5739.354492
	Iteration 31Q: 3 clusters Score -1.235482e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 102087 members 
Entering Unmasked Estep 
Score: -12355127.000000 Penalty: 5739.354492
	Iteration 32Q: 3 clusters Score -1.235513e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 102677 members 
Entering Unmasked Estep 
Score: -12355386.000000 Penalty: 5739.354492
	Iteration 33Q: 3 clusters Score -1.235539e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 103156 members 
Entering Unmasked Estep 
Score: -12355588.000000 Penalty: 5739.354492
	Iteration 34Q: 3 clusters Score -1.235559e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 103535 members 
Entering Unmasked Estep 
Score: -12355795.000000 Penalty: 5739.354492
	Iteration 35Q: 3 clusters Score -1.23558e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 103857 members 
Entering Unmasked Estep 
Score: -12355940.000000 Penalty: 5739.354492
	Iteration 36Q: 3 clusters Score -1.235594e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 104096 members 
Entering Unmasked Estep 
Score: -12356040.000000 Penalty: 5739.354492
	Iteration 37Q: 3 clusters Score -1.235604e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 104284 members 
Entering Unmasked Estep 
Score: -12356147.000000 Penalty: 5739.354492
	Iteration 38Q: 3 clusters Score -1.235615e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 104434 members 
Entering Unmasked Estep 
Score: -12356210.000000 Penalty: 5739.354492
	Iteration 39Q: 3 clusters Score -1.235621e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 104561 members 
Entering Unmasked Estep 
Score: -12356291.000000 Penalty: 5739.354492
	Iteration 40F: 3 clusters Score -1.235629e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 104641 members 
Entering Unmasked Estep 
Score: -12356330.000000 Penalty: 5739.354492
	Iteration 41Q: 3 clusters Score -1.235633e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 104692 members 
Entering Unmasked Estep 
Score: -12356351.000000 Penalty: 5739.354492
	Iteration 42Q: 3 clusters Score -1.235635e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 104731 members 
Entering Unmasked Estep 
Score: -12356364.000000 Penalty: 5739.354492
	Iteration 43Q: 3 clusters Score -1.235636e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 104769 members 
Entering Unmasked Estep 
Score: -12356388.000000 Penalty: 5739.354492
	Iteration 44Q: 3 clusters Score -1.235639e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 104790 members 
Entering Unmasked Estep 
Score: -12356419.000000 Penalty: 5739.354492
	Iteration 45Q: 3 clusters Score -1.235642e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 104806 members 
Entering Unmasked Estep 
Score: -12356455.000000 Penalty: 5739.354492
	Iteration 46Q: 3 clusters Score -1.235646e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 104820 members 
Entering Unmasked Estep 
Score: -12356449.000000 Penalty: 5739.354492
	Iteration 47Q: 3 clusters Score -1.235645e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 104834 members 
Entering Unmasked Estep 
Score: -12356448.000000 Penalty: 5739.354492
	Iteration 48Q: 3 clusters Score -1.235645e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 104847 members 
Entering Unmasked Estep 
Score: -12356438.000000 Penalty: 5739.354492
	Iteration 49Q: 3 clusters Score -1.235644e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 104859 members 
Entering Unmasked Estep 
Score: -12356466.000000 Penalty: 5739.354492
	Iteration 50Q: 3 clusters Score -1.235647e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 104869 members 
Entering Unmasked Estep 
Score: -12356465.000000 Penalty: 5739.354492
	Iteration 51Q: 3 clusters Score -1.235646e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 104875 members 
Entering Unmasked Estep 
Score: -12356470.000000 Penalty: 5739.354492
	Iteration 52Q: 3 clusters Score -1.235647e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 104885 members 
Entering Unmasked Estep 
Score: -12356472.000000 Penalty: 5739.354492
	Iteration 53Q: 3 clusters Score -1.235647e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 104890 members 
Entering Unmasked Estep 
Score: -12356473.000000 Penalty: 5739.354492
	Iteration 54Q: 3 clusters Score -1.235647e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 104895 members 
Entering Unmasked Estep 
Score: -12356471.000000 Penalty: 5739.354492
	Iteration 55Q: 3 clusters Score -1.235647e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 104901 members 
Entering Unmasked Estep 
Score: -12356469.000000 Penalty: 5739.354492
	Iteration 56Q: 3 clusters Score -1.235647e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 104906 members 
Entering Unmasked Estep 
Score: -12356487.000000 Penalty: 5739.354492
	Iteration 57Q: 3 clusters Score -1.235649e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 104910 members 
Entering Unmasked Estep 
Score: -12356484.000000 Penalty: 5739.354492
	Iteration 58Q: 3 clusters Score -1.235648e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 104916 members 
Entering Unmasked Estep 
Score: -12356478.000000 Penalty: 5739.354492
	Iteration 59Q: 3 clusters Score -1.235648e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 104926 members 
Entering Unmasked Estep 
Score: -12356491.000000 Penalty: 5739.354492
	Iteration 60F: 3 clusters Score -1.235649e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 104935 members 
Entering Unmasked Estep 
Score: -12356498.000000 Penalty: 5739.354492
	Iteration 61Q: 3 clusters Score -1.23565e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 104937 members 
Entering Unmasked Estep 
Score: -12356503.000000 Penalty: 5739.354492
	Iteration 62Q: 3 clusters Score -1.23565e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 104939 members 
Entering Unmasked Estep 
Score: -12356503.000000 Penalty: 5739.354492
	Iteration 63Q: 3 clusters Score -1.23565e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 104941 members 
Entering Unmasked Estep 
Score: -12356508.000000 Penalty: 5739.354492
	Iteration 64Q: 3 clusters Score -1.235651e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 104944 members 
Entering Unmasked Estep 
Score: -12356521.000000 Penalty: 5739.354492
	Iteration 65Q: 3 clusters Score -1.235652e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 104943 members 
Entering Unmasked Estep 
Score: -12356516.000000 Penalty: 5739.354492
	Iteration 66Q: 3 clusters Score -1.235652e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 104943 members 
Entering Unmasked Estep 
Score: -12356516.000000 Penalty: 5739.354492
	Iteration 67F: 3 clusters Score -1.235652e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (7409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Entering Unmasked Estep 
Score: -861271.437500 Penalty: 2209.791748
	Iteration 0F: 2 clusters Score -861271.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -855268.187500 Penalty: 4419.583496
	Iteration 0F: 3 clusters Score -855268.2 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -856874.812500 Penalty: 4419.583496
	Iteration 1F: 3 clusters Score -856874.8 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -857120.812500 Penalty: 4419.583496
	Iteration 2F: 3 clusters Score -857120.8 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -857267.625000 Penalty: 4419.583496
	Iteration 3Q: 3 clusters Score -857267.6 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -857391.125000 Penalty: 4419.583496
	Iteration 4Q: 3 clusters Score -857391.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -857492.625000 Penalty: 4419.583496
	Iteration 5Q: 3 clusters Score -857492.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -857571.125000 Penalty: 4419.583496
	Iteration 6Q: 3 clusters Score -857571.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -857639.750000 Penalty: 4419.583496
	Iteration 7Q: 3 clusters Score -857639.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -857707.000000 Penalty: 4419.583496
	Iteration 8Q: 3 clusters Score -857707 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -857783.437500 Penalty: 4419.583496
	Iteration 9Q: 3 clusters Score -857783.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -857876.687500 Penalty: 4419.583496
	Iteration 10Q: 3 clusters Score -857876.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -857976.187500 Penalty: 4419.583496
	Iteration 11Q: 3 clusters Score -857976.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -858087.437500 Penalty: 4419.583496
	Iteration 12Q: 3 clusters Score -858087.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -858189.937500 Penalty: 4419.583496
	Iteration 13Q: 3 clusters Score -858189.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -858303.750000 Penalty: 4419.583496
	Iteration 14Q: 3 clusters Score -858303.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -858410.812500 Penalty: 4419.583496
	Iteration 15Q: 3 clusters Score -858410.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -858506.375000 Penalty: 4419.583496
	Iteration 16Q: 3 clusters Score -858506.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -858606.875000 Penalty: 4419.583496
	Iteration 17Q: 3 clusters Score -858606.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -858707.375000 Penalty: 4419.583496
	Iteration 18Q: 3 clusters Score -858707.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -858812.687500 Penalty: 4419.583496
	Iteration 19Q: 3 clusters Score -858812.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -858928.812500 Penalty: 4419.583496
	Iteration 20F: 3 clusters Score -858928.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -859029.750000 Penalty: 4419.583496
	Iteration 21Q: 3 clusters Score -859029.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -859107.750000 Penalty: 4419.583496
	Iteration 22Q: 3 clusters Score -859107.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -859170.375000 Penalty: 4419.583496
	Iteration 23Q: 3 clusters Score -859170.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -859219.625000 Penalty: 4419.583496
	Iteration 24Q: 3 clusters Score -859219.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -859265.500000 Penalty: 4419.583496
	Iteration 25Q: 3 clusters Score -859265.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -859301.437500 Penalty: 4419.583496
	Iteration 26Q: 3 clusters Score -859301.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -859321.062500 Penalty: 4419.583496
	Iteration 27Q: 3 clusters Score -859321.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -859345.187500 Penalty: 4419.583496
	Iteration 28Q: 3 clusters Score -859345.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -859371.312500 Penalty: 4419.583496
	Iteration 29Q: 3 clusters Score -859371.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -859384.937500 Penalty: 4419.583496
	Iteration 30Q: 3 clusters Score -859384.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -859396.750000 Penalty: 4419.583496
	Iteration 31Q: 3 clusters Score -859396.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -859406.062500 Penalty: 4419.583496
	Iteration 32Q: 3 clusters Score -859406.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -859417.750000 Penalty: 4419.583496
	Iteration 33Q: 3 clusters Score -859417.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -859425.375000 Penalty: 4419.583496
	Iteration 34Q: 3 clusters Score -859425.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -859432.125000 Penalty: 4419.583496
	Iteration 35Q: 3 clusters Score -859432.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -859437.937500 Penalty: 4419.583496
	Iteration 36Q: 3 clusters Score -859437.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -859442.062500 Penalty: 4419.583496
	Iteration 37Q: 3 clusters Score -859442.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -859442.500000 Penalty: 4419.583496
	Iteration 38Q: 3 clusters Score -859442.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -859446.437500 Penalty: 4419.583496
	Iteration 39Q: 3 clusters Score -859446.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -859448.875000 Penalty: 4419.583496
	Iteration 40F: 3 clusters Score -859448.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -859447.812500 Penalty: 4419.583496
	Iteration 41Q: 3 clusters Score -859447.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -859449.562500 Penalty: 4419.583496
	Iteration 42Q: 3 clusters Score -859449.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -859449.312500 Penalty: 4419.583496
	Iteration 43Q: 3 clusters Score -859449.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -859449.312500 Penalty: 4419.583496
	Iteration 44F: 3 clusters Score -859449.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (18515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18515 members 
Entering Unmasked Estep 
Score: -2215531.500000 Penalty: 2436.931641
	Iteration 0F: 2 clusters Score -2215532 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -2202370.000000 Penalty: 4873.863281
	Iteration 0F: 3 clusters Score -2202370 nChanged 8122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -2206693.500000 Penalty: 4873.863281
	Iteration 1F: 3 clusters Score -2206694 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -2207081.250000 Penalty: 4873.863281
	Iteration 2F: 3 clusters Score -2207081 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -2207392.000000 Penalty: 4873.863281
	Iteration 3Q: 3 clusters Score -2207392 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
Score: -2207633.250000 Penalty: 4873.863281
	Iteration 4Q: 3 clusters Score -2207633 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -2207851.250000 Penalty: 4873.863281
	Iteration 5Q: 3 clusters Score -2207851 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -2208088.750000 Penalty: 4873.863281
	Iteration 6Q: 3 clusters Score -2208089 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -2208294.000000 Penalty: 4873.863281
	Iteration 7Q: 3 clusters Score -2208294 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -2208513.750000 Penalty: 4873.863281
	Iteration 8Q: 3 clusters Score -2208514 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -2208728.500000 Penalty: 4873.863281
	Iteration 9Q: 3 clusters Score -2208728 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -2208972.250000 Penalty: 4873.863281
	Iteration 10Q: 3 clusters Score -2208972 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -2209229.000000 Penalty: 4873.863281
	Iteration 11Q: 3 clusters Score -2209229 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 12211 members 
Entering Unmasked Estep 
Score: -2209508.750000 Penalty: 4873.863281
	Iteration 12Q: 3 clusters Score -2209509 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 12738 members 
Entering Unmasked Estep 
Score: -2209827.250000 Penalty: 4873.863281
	Iteration 13Q: 3 clusters Score -2209827 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 13337 members 
Entering Unmasked Estep 
Score: -2210200.250000 Penalty: 4873.863281
	Iteration 14Q: 3 clusters Score -2210200 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 14003 members 
Entering Unmasked Estep 
Score: -2210616.250000 Penalty: 4873.863281
	Iteration 15Q: 3 clusters Score -2210616 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 14694 members 
Entering Unmasked Estep 
Score: -2211072.500000 Penalty: 4873.863281
	Iteration 16Q: 3 clusters Score -2211072 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 15371 members 
Entering Unmasked Estep 
Score: -2211530.250000 Penalty: 4873.863281
	Iteration 17Q: 3 clusters Score -2211530 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 15965 members 
Entering Unmasked Estep 
Score: -2211950.000000 Penalty: 4873.863281
	Iteration 18Q: 3 clusters Score -2211950 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 16485 members 
Entering Unmasked Estep 
Score: -2212304.500000 Penalty: 4873.863281
	Iteration 19Q: 3 clusters Score -2212304 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 16905 members 
Entering Unmasked Estep 
Score: -2212602.500000 Penalty: 4873.863281
	Iteration 20F: 3 clusters Score -2212602 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 17232 members 
Entering Unmasked Estep 
Score: -2212855.000000 Penalty: 4873.863281
	Iteration 21Q: 3 clusters Score -2212855 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 17475 members 
Entering Unmasked Estep 
Score: -2213051.000000 Penalty: 4873.863281
	Iteration 22Q: 3 clusters Score -2213051 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 17629 members 
Entering Unmasked Estep 
Score: -2213179.500000 Penalty: 4873.863281
	Iteration 23Q: 3 clusters Score -2213180 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 17728 members 
Entering Unmasked Estep 
Score: -2213247.500000 Penalty: 4873.863281
	Iteration 24Q: 3 clusters Score -2213248 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 17788 members 
Entering Unmasked Estep 
Score: -2213284.750000 Penalty: 4873.863281
	Iteration 25Q: 3 clusters Score -2213285 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 17835 members 
Entering Unmasked Estep 
Score: -2213320.750000 Penalty: 4873.863281
	Iteration 26Q: 3 clusters Score -2213321 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 17871 members 
Entering Unmasked Estep 
Score: -2213347.250000 Penalty: 4873.863281
	Iteration 27Q: 3 clusters Score -2213347 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 17898 members 
Entering Unmasked Estep 
Score: -2213372.750000 Penalty: 4873.863281
	Iteration 28Q: 3 clusters Score -2213373 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 17920 members 
Entering Unmasked Estep 
Score: -2213393.750000 Penalty: 4873.863281
	Iteration 29Q: 3 clusters Score -2213394 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 17945 members 
Entering Unmasked Estep 
Score: -2213415.250000 Penalty: 4873.863281
	Iteration 30Q: 3 clusters Score -2213415 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 17956 members 
Entering Unmasked Estep 
Score: -2213430.500000 Penalty: 4873.863281
	Iteration 31Q: 3 clusters Score -2213430 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 17968 members 
Entering Unmasked Estep 
Score: -2213441.750000 Penalty: 4873.863281
	Iteration 32Q: 3 clusters Score -2213442 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 17973 members 
Entering Unmasked Estep 
Score: -2213443.500000 Penalty: 4873.863281
	Iteration 33Q: 3 clusters Score -2213444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 17978 members 
Entering Unmasked Estep 
Score: -2213451.750000 Penalty: 4873.863281
	Iteration 34Q: 3 clusters Score -2213452 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 17988 members 
Entering Unmasked Estep 
Score: -2213462.500000 Penalty: 4873.863281
	Iteration 35Q: 3 clusters Score -2213462 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 18003 members 
Entering Unmasked Estep 
Score: -2213471.000000 Penalty: 4873.863281
	Iteration 36Q: 3 clusters Score -2213471 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 18014 members 
Entering Unmasked Estep 
Score: -2213479.250000 Penalty: 4873.863281
	Iteration 37Q: 3 clusters Score -2213479 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 18022 members 
Entering Unmasked Estep 
Score: -2213484.250000 Penalty: 4873.863281
	Iteration 38Q: 3 clusters Score -2213484 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 18031 members 
Entering Unmasked Estep 
Score: -2213488.250000 Penalty: 4873.863281
	Iteration 39Q: 3 clusters Score -2213488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 18034 members 
Entering Unmasked Estep 
Score: -2213490.000000 Penalty: 4873.863281
	Iteration 40F: 3 clusters Score -2213490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 18037 members 
Entering Unmasked Estep 
Score: -2213490.500000 Penalty: 4873.863281
	Iteration 41Q: 3 clusters Score -2213490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 18040 members 
Entering Unmasked Estep 
Score: -2213491.750000 Penalty: 4873.863281
	Iteration 42Q: 3 clusters Score -2213492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 18043 members 
Entering Unmasked Estep 
Score: -2213496.250000 Penalty: 4873.863281
	Iteration 43Q: 3 clusters Score -2213496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 18044 members 
Entering Unmasked Estep 
Score: -2213498.000000 Penalty: 4873.863281
	Iteration 44Q: 3 clusters Score -2213498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 18045 members 
Entering Unmasked Estep 
Score: -2213497.500000 Penalty: 4873.863281
	Iteration 45Q: 3 clusters Score -2213498 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 18045 members 
Entering Unmasked Estep 
Score: -2213497.500000 Penalty: 4873.863281
	Iteration 46F: 3 clusters Score -2213498 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Entering Unmasked Estep 
Score: -792881.812500 Penalty: 2202.385254
	Iteration 0F: 2 clusters Score -792881.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -787162.937500 Penalty: 4404.770508
	Iteration 0F: 3 clusters Score -787162.9 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -789834.312500 Penalty: 4404.770508
	Iteration 1F: 3 clusters Score -789834.3 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -791141.375000 Penalty: 4404.770508
	Iteration 2F: 3 clusters Score -791141.4 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -791998.187500 Penalty: 4404.770508
	Iteration 3F: 3 clusters Score -791998.2 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -792570.687500 Penalty: 4404.770508
	Iteration 4F: 3 clusters Score -792570.7 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -792923.125000 Penalty: 4404.770508
	Iteration 5F: 3 clusters Score -792923.1 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -793145.875000 Penalty: 4404.770508
	Iteration 6Q: 3 clusters Score -793145.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -793295.687500 Penalty: 4404.770508
	Iteration 7Q: 3 clusters Score -793295.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -793400.937500 Penalty: 4404.770508
	Iteration 8Q: 3 clusters Score -793400.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -793469.687500 Penalty: 4404.770508
	Iteration 9Q: 3 clusters Score -793469.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -793526.187500 Penalty: 4404.770508
	Iteration 10Q: 3 clusters Score -793526.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -793566.562500 Penalty: 4404.770508
	Iteration 11Q: 3 clusters Score -793566.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -793590.437500 Penalty: 4404.770508
	Iteration 12Q: 3 clusters Score -793590.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -793611.812500 Penalty: 4404.770508
	Iteration 13Q: 3 clusters Score -793611.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -793624.750000 Penalty: 4404.770508
	Iteration 14Q: 3 clusters Score -793624.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -793640.000000 Penalty: 4404.770508
	Iteration 15Q: 3 clusters Score -793640 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -793655.500000 Penalty: 4404.770508
	Iteration 16Q: 3 clusters Score -793655.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -793667.312500 Penalty: 4404.770508
	Iteration 17Q: 3 clusters Score -793667.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -793678.000000 Penalty: 4404.770508
	Iteration 18Q: 3 clusters Score -793678 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -793684.562500 Penalty: 4404.770508
	Iteration 19Q: 3 clusters Score -793684.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -793692.812500 Penalty: 4404.770508
	Iteration 20F: 3 clusters Score -793692.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -793698.250000 Penalty: 4404.770508
	Iteration 21Q: 3 clusters Score -793698.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -793701.000000 Penalty: 4404.770508
	Iteration 22Q: 3 clusters Score -793701 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -793701.937500 Penalty: 4404.770508
	Iteration 23Q: 3 clusters Score -793701.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -793705.312500 Penalty: 4404.770508
	Iteration 24Q: 3 clusters Score -793705.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -793706.875000 Penalty: 4404.770508
	Iteration 25Q: 3 clusters Score -793706.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -793707.062500 Penalty: 4404.770508
	Iteration 26Q: 3 clusters Score -793707.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -793707.000000 Penalty: 4404.770508
	Iteration 27Q: 3 clusters Score -793707 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -793708.750000 Penalty: 4404.770508
	Iteration 28Q: 3 clusters Score -793708.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -793709.062500 Penalty: 4404.770508
	Iteration 29Q: 3 clusters Score -793709.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -793710.500000 Penalty: 4404.770508
	Iteration 30Q: 3 clusters Score -793710.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -793711.812500 Penalty: 4404.770508
	Iteration 31Q: 3 clusters Score -793711.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -793712.062500 Penalty: 4404.770508
	Iteration 32Q: 3 clusters Score -793712.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -793712.687500 Penalty: 4404.770508
	Iteration 33Q: 3 clusters Score -793712.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -793712.562500 Penalty: 4404.770508
	Iteration 34Q: 3 clusters Score -793712.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -793714.062500 Penalty: 4404.770508
	Iteration 35Q: 3 clusters Score -793714.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -793713.250000 Penalty: 4404.770508
	Iteration 36Q: 3 clusters Score -793713.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -793715.375000 Penalty: 4404.770508
	Iteration 37Q: 3 clusters Score -793715.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -793715.750000 Penalty: 4404.770508
	Iteration 38Q: 3 clusters Score -793715.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -793716.312500 Penalty: 4404.770508
	Iteration 39Q: 3 clusters Score -793716.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -793718.875000 Penalty: 4404.770508
	Iteration 40F: 3 clusters Score -793718.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -793718.937500 Penalty: 4404.770508
	Iteration 41Q: 3 clusters Score -793718.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -793719.687500 Penalty: 4404.770508
	Iteration 42Q: 3 clusters Score -793719.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -793723.187500 Penalty: 4404.770508
	Iteration 43Q: 3 clusters Score -793723.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -793724.375000 Penalty: 4404.770508
	Iteration 44Q: 3 clusters Score -793724.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -793725.187500 Penalty: 4404.770508
	Iteration 45Q: 3 clusters Score -793725.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -793725.562500 Penalty: 4404.770508
	Iteration 46Q: 3 clusters Score -793725.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -793725.687500 Penalty: 4404.770508
	Iteration 47Q: 3 clusters Score -793725.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -793725.500000 Penalty: 4404.770508
	Iteration 48Q: 3 clusters Score -793725.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -793725.500000 Penalty: 4404.770508
	Iteration 49F: 3 clusters Score -793725.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 518 members 
Mstep: Class 3 contains 212557 members 
Mstep: Class 4 contains 9739 members 
Mstep: Class 5 contains 106009 members 
Mstep: Class 6 contains 7409 members 
Mstep: Class 7 contains 11597 members 
Mstep: Class 8 contains 18515 members 
Mstep: Class 9 contains 5495 members 
Mstep: Class 10 contains 43348 members 
Mstep: Class 11 contains 13734 members 
Mstep: Class 12 contains 117787 members 
Mstep: Class 13 contains 32845 members 
Mstep: Class 14 contains 4603 members 
Mstep: Class 15 contains 33686 members 
Mstep: Class 16 contains 53625 members 
Mstep: Class 17 contains 9737 members 
Mstep: Class 18 contains 2090 members 
Mstep: Class 19 contains 16955 members 
Mstep: Class 20 contains 149224 members 
Mstep: Class 21 contains 267093 members 
Mstep: Class 22 contains 1611 members 
Mstep: Class 23 contains 901 members 
Mstep: Class 24 contains 237443 members 
Mstep: Class 25 contains 1696 members 
Entering Unmasked Estep 
Score: -155513072.000000 Penalty: 87563.703125
Splitting cluster 9 changes total score from -155494224.000000 to -155513072.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 10 (43348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43348 members 
Entering Unmasked Estep 
Score: -5052537.500000 Penalty: 2647.900146
	Iteration 0F: 2 clusters Score -5052538 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21697 members 
Mstep: Class 2 contains 21651 members 
Entering Unmasked Estep 
Score: -5023264.000000 Penalty: 5295.800293
	Iteration 0F: 3 clusters Score -5023264 nChanged 19855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21162 members 
Mstep: Class 2 contains 22186 members 
Entering Unmasked Estep 
Score: -5035238.000000 Penalty: 5295.800293
	Iteration 1F: 3 clusters Score -5035238 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20512 members 
Mstep: Class 2 contains 22836 members 
Entering Unmasked Estep 
Score: -5037168.500000 Penalty: 5295.800293
	Iteration 2F: 3 clusters Score -5037168 nChanged 3370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19418 members 
Mstep: Class 2 contains 23930 members 
Entering Unmasked Estep 
Score: -5039688.500000 Penalty: 5295.800293
	Iteration 3F: 3 clusters Score -5039688 nChanged 3643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17923 members 
Mstep: Class 2 contains 25425 members 
Entering Unmasked Estep 
Score: -5042220.500000 Penalty: 5295.800293
	Iteration 4F: 3 clusters Score -5042220 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16375 members 
Mstep: Class 2 contains 26973 members 
Entering Unmasked Estep 
Score: -5044139.500000 Penalty: 5295.800293
	Iteration 5F: 3 clusters Score -5044140 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15017 members 
Mstep: Class 2 contains 28331 members 
Entering Unmasked Estep 
Score: -5045265.500000 Penalty: 5295.800293
	Iteration 6F: 3 clusters Score -5045266 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13767 members 
Mstep: Class 2 contains 29581 members 
Entering Unmasked Estep 
Score: -5045980.000000 Penalty: 5295.800293
	Iteration 7Q: 3 clusters Score -5045980 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 30726 members 
Entering Unmasked Estep 
Score: -5046496.000000 Penalty: 5295.800293
	Iteration 8Q: 3 clusters Score -5046496 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 31780 members 
Entering Unmasked Estep 
Score: -5046911.000000 Penalty: 5295.800293
	Iteration 9Q: 3 clusters Score -5046911 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 32786 members 
Entering Unmasked Estep 
Score: -5047254.500000 Penalty: 5295.800293
	Iteration 10Q: 3 clusters Score -5047254 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 33738 members 
Entering Unmasked Estep 
Score: -5047617.000000 Penalty: 5295.800293
	Iteration 11Q: 3 clusters Score -5047617 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 34720 members 
Entering Unmasked Estep 
Score: -5048034.000000 Penalty: 5295.800293
	Iteration 12Q: 3 clusters Score -5048034 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 35685 members 
Entering Unmasked Estep 
Score: -5048449.000000 Penalty: 5295.800293
	Iteration 13Q: 3 clusters Score -5048449 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 36564 members 
Entering Unmasked Estep 
Score: -5048845.000000 Penalty: 5295.800293
	Iteration 14Q: 3 clusters Score -5048845 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 37369 members 
Entering Unmasked Estep 
Score: -5049235.500000 Penalty: 5295.800293
	Iteration 15Q: 3 clusters Score -5049236 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 38089 members 
Entering Unmasked Estep 
Score: -5049616.500000 Penalty: 5295.800293
	Iteration 16Q: 3 clusters Score -5049616 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 38680 members 
Entering Unmasked Estep 
Score: -5049914.500000 Penalty: 5295.800293
	Iteration 17Q: 3 clusters Score -5049914 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 39156 members 
Entering Unmasked Estep 
Score: -5050171.500000 Penalty: 5295.800293
	Iteration 18Q: 3 clusters Score -5050172 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 39550 members 
Entering Unmasked Estep 
Score: -5050395.000000 Penalty: 5295.800293
	Iteration 19Q: 3 clusters Score -5050395 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 39857 members 
Entering Unmasked Estep 
Score: -5050542.500000 Penalty: 5295.800293
	Iteration 20F: 3 clusters Score -5050542 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 40111 members 
Entering Unmasked Estep 
Score: -5050686.000000 Penalty: 5295.800293
	Iteration 21Q: 3 clusters Score -5050686 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 40306 members 
Entering Unmasked Estep 
Score: -5050759.500000 Penalty: 5295.800293
	Iteration 22Q: 3 clusters Score -5050760 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 40469 members 
Entering Unmasked Estep 
Score: -5050822.000000 Penalty: 5295.800293
	Iteration 23Q: 3 clusters Score -5050822 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 40595 members 
Entering Unmasked Estep 
Score: -5050874.000000 Penalty: 5295.800293
	Iteration 24Q: 3 clusters Score -5050874 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 40700 members 
Entering Unmasked Estep 
Score: -5050904.500000 Penalty: 5295.800293
	Iteration 25Q: 3 clusters Score -5050904 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 40786 members 
Entering Unmasked Estep 
Score: -5050917.000000 Penalty: 5295.800293
	Iteration 26Q: 3 clusters Score -5050917 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 40855 members 
Entering Unmasked Estep 
Score: -5050943.000000 Penalty: 5295.800293
	Iteration 27Q: 3 clusters Score -5050943 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 40916 members 
Entering Unmasked Estep 
Score: -5050961.500000 Penalty: 5295.800293
	Iteration 28Q: 3 clusters Score -5050962 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 40972 members 
Entering Unmasked Estep 
Score: -5050987.000000 Penalty: 5295.800293
	Iteration 29Q: 3 clusters Score -5050987 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 41033 members 
Entering Unmasked Estep 
Score: -5051023.000000 Penalty: 5295.800293
	Iteration 30Q: 3 clusters Score -5051023 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 41079 members 
Entering Unmasked Estep 
Score: -5051016.500000 Penalty: 5295.800293
	Iteration 31Q: 3 clusters Score -5051016 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 41112 members 
Entering Unmasked Estep 
Score: -5051022.500000 Penalty: 5295.800293
	Iteration 32Q: 3 clusters Score -5051022 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 41146 members 
Entering Unmasked Estep 
Score: -5051030.000000 Penalty: 5295.800293
	Iteration 33Q: 3 clusters Score -5051030 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 41173 members 
Entering Unmasked Estep 
Score: -5051028.500000 Penalty: 5295.800293
	Iteration 34Q: 3 clusters Score -5051028 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 41197 members 
Entering Unmasked Estep 
Score: -5051033.000000 Penalty: 5295.800293
	Iteration 35Q: 3 clusters Score -5051033 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 41224 members 
Entering Unmasked Estep 
Score: -5051036.000000 Penalty: 5295.800293
	Iteration 36Q: 3 clusters Score -5051036 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 41242 members 
Entering Unmasked Estep 
Score: -5051038.000000 Penalty: 5295.800293
	Iteration 37Q: 3 clusters Score -5051038 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 41258 members 
Entering Unmasked Estep 
Score: -5051046.500000 Penalty: 5295.800293
	Iteration 38Q: 3 clusters Score -5051046 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 41275 members 
Entering Unmasked Estep 
Score: -5051050.500000 Penalty: 5295.800293
	Iteration 39Q: 3 clusters Score -5051050 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 41286 members 
Entering Unmasked Estep 
Score: -5051047.000000 Penalty: 5295.800293
	Iteration 40F: 3 clusters Score -5051047 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 41300 members 
Entering Unmasked Estep 
Score: -5051048.500000 Penalty: 5295.800293
	Iteration 41Q: 3 clusters Score -5051048 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 41305 members 
Entering Unmasked Estep 
Score: -5051051.000000 Penalty: 5295.800293
	Iteration 42Q: 3 clusters Score -5051051 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 41312 members 
Entering Unmasked Estep 
Score: -5051056.000000 Penalty: 5295.800293
	Iteration 43Q: 3 clusters Score -5051056 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 41315 members 
Entering Unmasked Estep 
Score: -5051049.500000 Penalty: 5295.800293
	Iteration 44Q: 3 clusters Score -5051050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 41317 members 
Entering Unmasked Estep 
Score: -5051049.500000 Penalty: 5295.800293
	Iteration 45Q: 3 clusters Score -5051050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 41320 members 
Entering Unmasked Estep 
Score: -5051053.500000 Penalty: 5295.800293
	Iteration 46Q: 3 clusters Score -5051054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 41321 members 
Entering Unmasked Estep 
Score: -5051053.500000 Penalty: 5295.800293
	Iteration 47Q: 3 clusters Score -5051054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 41323 members 
Entering Unmasked Estep 
Score: -5051052.000000 Penalty: 5295.800293
	Iteration 48Q: 3 clusters Score -5051052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 41324 members 
Entering Unmasked Estep 
Score: -5051049.500000 Penalty: 5295.800293
	Iteration 49Q: 3 clusters Score -5051050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 41325 members 
Entering Unmasked Estep 
Score: -5051047.000000 Penalty: 5295.800293
	Iteration 50Q: 3 clusters Score -5051047 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 41326 members 
Entering Unmasked Estep 
Score: -5051050.500000 Penalty: 5295.800293
	Iteration 51Q: 3 clusters Score -5051050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 41329 members 
Entering Unmasked Estep 
Score: -5051056.000000 Penalty: 5295.800293
	Iteration 52Q: 3 clusters Score -5051056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 41334 members 
Entering Unmasked Estep 
Score: -5051064.000000 Penalty: 5295.800293
	Iteration 53Q: 3 clusters Score -5051064 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 41339 members 
Entering Unmasked Estep 
Score: -5051065.000000 Penalty: 5295.800293
	Iteration 54Q: 3 clusters Score -5051065 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 41343 members 
Entering Unmasked Estep 
Score: -5051064.000000 Penalty: 5295.800293
	Iteration 55Q: 3 clusters Score -5051064 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 41350 members 
Entering Unmasked Estep 
Score: -5051064.500000 Penalty: 5295.800293
	Iteration 56Q: 3 clusters Score -5051064 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 41358 members 
Entering Unmasked Estep 
Score: -5051063.000000 Penalty: 5295.800293
	Iteration 57Q: 3 clusters Score -5051063 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 41367 members 
Entering Unmasked Estep 
Score: -5051064.000000 Penalty: 5295.800293
	Iteration 58Q: 3 clusters Score -5051064 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 41377 members 
Entering Unmasked Estep 
Score: -5051065.000000 Penalty: 5295.800293
	Iteration 59Q: 3 clusters Score -5051065 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 41379 members 
Entering Unmasked Estep 
Score: -5051069.500000 Penalty: 5295.800293
	Iteration 60F: 3 clusters Score -5051070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 41382 members 
Entering Unmasked Estep 
Score: -5051070.500000 Penalty: 5295.800293
	Iteration 61Q: 3 clusters Score -5051070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 41383 members 
Entering Unmasked Estep 
Score: -5051066.000000 Penalty: 5295.800293
	Iteration 62Q: 3 clusters Score -5051066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 41384 members 
Entering Unmasked Estep 
Score: -5051065.500000 Penalty: 5295.800293
	Iteration 63Q: 3 clusters Score -5051066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 41385 members 
Entering Unmasked Estep 
Score: -5051066.500000 Penalty: 5295.800293
	Iteration 64Q: 3 clusters Score -5051066 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 41385 members 
Entering Unmasked Estep 
Score: -5051066.500000 Penalty: 5295.800293
	Iteration 65F: 3 clusters Score -5051066 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (13734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13734 members 
Entering Unmasked Estep 
Score: -1437146.375000 Penalty: 2362.852295
	Iteration 0F: 2 clusters Score -1437146 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -1427140.000000 Penalty: 4725.704590
	Iteration 0F: 3 clusters Score -1427140 nChanged 5912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -1430547.250000 Penalty: 4725.704590
	Iteration 1F: 3 clusters Score -1430547 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -1431209.875000 Penalty: 4725.704590
	Iteration 2F: 3 clusters Score -1431210 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -1432335.750000 Penalty: 4725.704590
	Iteration 3F: 3 clusters Score -1432336 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -1433528.250000 Penalty: 4725.704590
	Iteration 4F: 3 clusters Score -1433528 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -1434538.875000 Penalty: 4725.704590
	Iteration 5F: 3 clusters Score -1434539 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -1435447.000000 Penalty: 4725.704590
	Iteration 6F: 3 clusters Score -1435447 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -1436186.875000 Penalty: 4725.704590
	Iteration 7F: 3 clusters Score -1436187 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -1436736.625000 Penalty: 4725.704590
	Iteration 8Q: 3 clusters Score -1436737 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -1437049.375000 Penalty: 4725.704590
	Iteration 9Q: 3 clusters Score -1437049 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -1437207.375000 Penalty: 4725.704590
	Iteration 10Q: 3 clusters Score -1437207 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -1437307.250000 Penalty: 4725.704590
	Iteration 11Q: 3 clusters Score -1437307 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -1437387.000000 Penalty: 4725.704590
	Iteration 12Q: 3 clusters Score -1437387 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1437437.750000 Penalty: 4725.704590
	Iteration 13Q: 3 clusters Score -1437438 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -1437483.125000 Penalty: 4725.704590
	Iteration 14Q: 3 clusters Score -1437483 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -1437524.000000 Penalty: 4725.704590
	Iteration 15Q: 3 clusters Score -1437524 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -1437558.625000 Penalty: 4725.704590
	Iteration 16Q: 3 clusters Score -1437559 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -1437597.750000 Penalty: 4725.704590
	Iteration 17Q: 3 clusters Score -1437598 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1437632.875000 Penalty: 4725.704590
	Iteration 18Q: 3 clusters Score -1437633 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -1437660.875000 Penalty: 4725.704590
	Iteration 19Q: 3 clusters Score -1437661 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -1437686.625000 Penalty: 4725.704590
	Iteration 20F: 3 clusters Score -1437687 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -1437715.875000 Penalty: 4725.704590
	Iteration 21Q: 3 clusters Score -1437716 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -1437736.375000 Penalty: 4725.704590
	Iteration 22Q: 3 clusters Score -1437736 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -1437760.375000 Penalty: 4725.704590
	Iteration 23Q: 3 clusters Score -1437760 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -1437772.875000 Penalty: 4725.704590
	Iteration 24Q: 3 clusters Score -1437773 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -1437784.000000 Penalty: 4725.704590
	Iteration 25Q: 3 clusters Score -1437784 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -1437789.125000 Penalty: 4725.704590
	Iteration 26Q: 3 clusters Score -1437789 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -1437795.625000 Penalty: 4725.704590
	Iteration 27Q: 3 clusters Score -1437796 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -1437807.625000 Penalty: 4725.704590
	Iteration 28Q: 3 clusters Score -1437808 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -1437814.000000 Penalty: 4725.704590
	Iteration 29Q: 3 clusters Score -1437814 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -1437822.000000 Penalty: 4725.704590
	Iteration 30Q: 3 clusters Score -1437822 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -1437820.125000 Penalty: 4725.704590
	Iteration 31Q: 3 clusters Score -1437820 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -1437820.625000 Penalty: 4725.704590
	Iteration 32Q: 3 clusters Score -1437821 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -1437821.750000 Penalty: 4725.704590
	Iteration 33Q: 3 clusters Score -1437822 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -1437822.375000 Penalty: 4725.704590
	Iteration 34Q: 3 clusters Score -1437822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -1437821.125000 Penalty: 4725.704590
	Iteration 35Q: 3 clusters Score -1437821 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -1437822.625000 Penalty: 4725.704590
	Iteration 36Q: 3 clusters Score -1437823 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -1437823.125000 Penalty: 4725.704590
	Iteration 37Q: 3 clusters Score -1437823 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -1437823.125000 Penalty: 4725.704590
	Iteration 38F: 3 clusters Score -1437823 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 518 members 
Mstep: Class 3 contains 212557 members 
Mstep: Class 4 contains 9739 members 
Mstep: Class 5 contains 106009 members 
Mstep: Class 6 contains 7409 members 
Mstep: Class 7 contains 11597 members 
Mstep: Class 8 contains 18515 members 
Mstep: Class 9 contains 5495 members 
Mstep: Class 10 contains 43348 members 
Mstep: Class 11 contains 9622 members 
Mstep: Class 12 contains 117787 members 
Mstep: Class 13 contains 32845 members 
Mstep: Class 14 contains 4603 members 
Mstep: Class 15 contains 33686 members 
Mstep: Class 16 contains 53625 members 
Mstep: Class 17 contains 9737 members 
Mstep: Class 18 contains 2090 members 
Mstep: Class 19 contains 16955 members 
Mstep: Class 20 contains 149224 members 
Mstep: Class 21 contains 267093 members 
Mstep: Class 22 contains 1611 members 
Mstep: Class 23 contains 901 members 
Mstep: Class 24 contains 237443 members 
Mstep: Class 25 contains 1696 members 
Mstep: Class 26 contains 4112 members 
Entering Unmasked Estep 
Score: -155513264.000000 Penalty: 91066.250000
Splitting cluster 11 changes total score from -155494224.000000 to -155513264.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 12 (117787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117787 members 
Entering Unmasked Estep 
Score: -13058839.000000 Penalty: 2895.804932
	Iteration 0F: 2 clusters Score -1.305884e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58849 members 
Mstep: Class 2 contains 58938 members 
Entering Unmasked Estep 
Score: -12980204.000000 Penalty: 5791.609863
	Iteration 0F: 3 clusters Score -1.29802e+07 nChanged 55851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58416 members 
Mstep: Class 2 contains 59371 members 
Entering Unmasked Estep 
Score: -13012175.000000 Penalty: 5791.609863
	Iteration 1F: 3 clusters Score -1.301218e+07 nChanged 4697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58371 members 
Mstep: Class 2 contains 59416 members 
Entering Unmasked Estep 
Score: -13013696.000000 Penalty: 5791.609863
	Iteration 2Q: 3 clusters Score -1.30137e+07 nChanged 5225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58416 members 
Mstep: Class 2 contains 59371 members 
Entering Unmasked Estep 
Score: -13015922.000000 Penalty: 5791.609863
	Iteration 3Q: 3 clusters Score -1.301592e+07 nChanged 6104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58660 members 
Mstep: Class 2 contains 59127 members 
Entering Unmasked Estep 
Score: -13019338.000000 Penalty: 5791.609863
	Iteration 4F: 3 clusters Score -1.301934e+07 nChanged 7600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59020 members 
Mstep: Class 2 contains 58767 members 
Entering Unmasked Estep 
Score: -13024869.000000 Penalty: 5791.609863
	Iteration 5F: 3 clusters Score -1.302487e+07 nChanged 8713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58927 members 
Mstep: Class 2 contains 58860 members 
Entering Unmasked Estep 
Score: -13031753.000000 Penalty: 5791.609863
	Iteration 6F: 3 clusters Score -1.303175e+07 nChanged 8854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57839 members 
Mstep: Class 2 contains 59948 members 
Entering Unmasked Estep 
Score: -13038698.000000 Penalty: 5791.609863
	Iteration 7F: 3 clusters Score -1.30387e+07 nChanged 7899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55678 members 
Mstep: Class 2 contains 62109 members 
Entering Unmasked Estep 
Score: -13044454.000000 Penalty: 5791.609863
	Iteration 8F: 3 clusters Score -1.304445e+07 nChanged 6416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52948 members 
Mstep: Class 2 contains 64839 members 
Entering Unmasked Estep 
Score: -13048568.000000 Penalty: 5791.609863
	Iteration 9F: 3 clusters Score -1.304857e+07 nChanged 4928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50234 members 
Mstep: Class 2 contains 67553 members 
Entering Unmasked Estep 
Score: -13051454.000000 Penalty: 5791.609863
	Iteration 10Q: 3 clusters Score -1.305145e+07 nChanged 3918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47464 members 
Mstep: Class 2 contains 70323 members 
Entering Unmasked Estep 
Score: -13053747.000000 Penalty: 5791.609863
	Iteration 11Q: 3 clusters Score -1.305375e+07 nChanged 3455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44693 members 
Mstep: Class 2 contains 73094 members 
Entering Unmasked Estep 
Score: -13055982.000000 Penalty: 5791.609863
	Iteration 12Q: 3 clusters Score -1.305598e+07 nChanged 3291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41884 members 
Mstep: Class 2 contains 75903 members 
Entering Unmasked Estep 
Score: -13058527.000000 Penalty: 5791.609863
	Iteration 13Q: 3 clusters Score -1.305853e+07 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39064 members 
Mstep: Class 2 contains 78723 members 
Entering Unmasked Estep 
Score: -13061237.000000 Penalty: 5791.609863
	Iteration 14Q: 3 clusters Score -1.306124e+07 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36572 members 
Mstep: Class 2 contains 81215 members 
Entering Unmasked Estep 
Score: -13063441.000000 Penalty: 5791.609863
	Iteration 15Q: 3 clusters Score -1.306344e+07 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34409 members 
Mstep: Class 2 contains 83378 members 
Entering Unmasked Estep 
Score: -13065257.000000 Penalty: 5791.609863
	Iteration 16Q: 3 clusters Score -1.306526e+07 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32483 members 
Mstep: Class 2 contains 85304 members 
Entering Unmasked Estep 
Score: -13066632.000000 Penalty: 5791.609863
	Iteration 17Q: 3 clusters Score -1.306663e+07 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30892 members 
Mstep: Class 2 contains 86895 members 
Entering Unmasked Estep 
Score: -13067547.000000 Penalty: 5791.609863
	Iteration 18Q: 3 clusters Score -1.306755e+07 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29566 members 
Mstep: Class 2 contains 88221 members 
Entering Unmasked Estep 
Score: -13068244.000000 Penalty: 5791.609863
	Iteration 19Q: 3 clusters Score -1.306824e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28388 members 
Mstep: Class 2 contains 89399 members 
Entering Unmasked Estep 
Score: -13068776.000000 Penalty: 5791.609863
	Iteration 20F: 3 clusters Score -1.306878e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27299 members 
Mstep: Class 2 contains 90488 members 
Entering Unmasked Estep 
Score: -13069147.000000 Penalty: 5791.609863
	Iteration 21Q: 3 clusters Score -1.306915e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26339 members 
Mstep: Class 2 contains 91448 members 
Entering Unmasked Estep 
Score: -13069425.000000 Penalty: 5791.609863
	Iteration 22Q: 3 clusters Score -1.306942e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25468 members 
Mstep: Class 2 contains 92319 members 
Entering Unmasked Estep 
Score: -13069683.000000 Penalty: 5791.609863
	Iteration 23Q: 3 clusters Score -1.306968e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24664 members 
Mstep: Class 2 contains 93123 members 
Entering Unmasked Estep 
Score: -13069815.000000 Penalty: 5791.609863
	Iteration 24Q: 3 clusters Score -1.306982e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23977 members 
Mstep: Class 2 contains 93810 members 
Entering Unmasked Estep 
Score: -13069962.000000 Penalty: 5791.609863
	Iteration 25Q: 3 clusters Score -1.306996e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23341 members 
Mstep: Class 2 contains 94446 members 
Entering Unmasked Estep 
Score: -13070090.000000 Penalty: 5791.609863
	Iteration 26Q: 3 clusters Score -1.307009e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22780 members 
Mstep: Class 2 contains 95007 members 
Entering Unmasked Estep 
Score: -13070164.000000 Penalty: 5791.609863
	Iteration 27Q: 3 clusters Score -1.307016e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22285 members 
Mstep: Class 2 contains 95502 members 
Entering Unmasked Estep 
Score: -13070229.000000 Penalty: 5791.609863
	Iteration 28Q: 3 clusters Score -1.307023e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21822 members 
Mstep: Class 2 contains 95965 members 
Entering Unmasked Estep 
Score: -13070275.000000 Penalty: 5791.609863
	Iteration 29Q: 3 clusters Score -1.307028e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21422 members 
Mstep: Class 2 contains 96365 members 
Entering Unmasked Estep 
Score: -13070312.000000 Penalty: 5791.609863
	Iteration 30Q: 3 clusters Score -1.307031e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21072 members 
Mstep: Class 2 contains 96715 members 
Entering Unmasked Estep 
Score: -13070382.000000 Penalty: 5791.609863
	Iteration 31Q: 3 clusters Score -1.307038e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20748 members 
Mstep: Class 2 contains 97039 members 
Entering Unmasked Estep 
Score: -13070436.000000 Penalty: 5791.609863
	Iteration 32Q: 3 clusters Score -1.307044e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20464 members 
Mstep: Class 2 contains 97323 members 
Entering Unmasked Estep 
Score: -13070426.000000 Penalty: 5791.609863
	Iteration 33Q: 3 clusters Score -1.307043e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20194 members 
Mstep: Class 2 contains 97593 members 
Entering Unmasked Estep 
Score: -13070450.000000 Penalty: 5791.609863
	Iteration 34Q: 3 clusters Score -1.307045e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19937 members 
Mstep: Class 2 contains 97850 members 
Entering Unmasked Estep 
Score: -13070487.000000 Penalty: 5791.609863
	Iteration 35Q: 3 clusters Score -1.307049e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19683 members 
Mstep: Class 2 contains 98104 members 
Entering Unmasked Estep 
Score: -13070490.000000 Penalty: 5791.609863
	Iteration 36Q: 3 clusters Score -1.307049e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19447 members 
Mstep: Class 2 contains 98340 members 
Entering Unmasked Estep 
Score: -13070527.000000 Penalty: 5791.609863
	Iteration 37Q: 3 clusters Score -1.307053e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19242 members 
Mstep: Class 2 contains 98545 members 
Entering Unmasked Estep 
Score: -13070549.000000 Penalty: 5791.609863
	Iteration 38Q: 3 clusters Score -1.307055e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19073 members 
Mstep: Class 2 contains 98714 members 
Entering Unmasked Estep 
Score: -13070584.000000 Penalty: 5791.609863
	Iteration 39Q: 3 clusters Score -1.307058e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18929 members 
Mstep: Class 2 contains 98858 members 
Entering Unmasked Estep 
Score: -13070576.000000 Penalty: 5791.609863
	Iteration 40F: 3 clusters Score -1.307058e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18803 members 
Mstep: Class 2 contains 98984 members 
Entering Unmasked Estep 
Score: -13070574.000000 Penalty: 5791.609863
	Iteration 41Q: 3 clusters Score -1.307057e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18690 members 
Mstep: Class 2 contains 99097 members 
Entering Unmasked Estep 
Score: -13070592.000000 Penalty: 5791.609863
	Iteration 42Q: 3 clusters Score -1.307059e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18582 members 
Mstep: Class 2 contains 99205 members 
Entering Unmasked Estep 
Score: -13070608.000000 Penalty: 5791.609863
	Iteration 43Q: 3 clusters Score -1.307061e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18501 members 
Mstep: Class 2 contains 99286 members 
Entering Unmasked Estep 
Score: -13070598.000000 Penalty: 5791.609863
	Iteration 44Q: 3 clusters Score -1.30706e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18436 members 
Mstep: Class 2 contains 99351 members 
Entering Unmasked Estep 
Score: -13070581.000000 Penalty: 5791.609863
	Iteration 45Q: 3 clusters Score -1.307058e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18391 members 
Mstep: Class 2 contains 99396 members 
Entering Unmasked Estep 
Score: -13070593.000000 Penalty: 5791.609863
	Iteration 46Q: 3 clusters Score -1.307059e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18354 members 
Mstep: Class 2 contains 99433 members 
Entering Unmasked Estep 
Score: -13070619.000000 Penalty: 5791.609863
	Iteration 47Q: 3 clusters Score -1.307062e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18311 members 
Mstep: Class 2 contains 99476 members 
Entering Unmasked Estep 
Score: -13070632.000000 Penalty: 5791.609863
	Iteration 48Q: 3 clusters Score -1.307063e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18275 members 
Mstep: Class 2 contains 99512 members 
Entering Unmasked Estep 
Score: -13070641.000000 Penalty: 5791.609863
	Iteration 49Q: 3 clusters Score -1.307064e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18247 members 
Mstep: Class 2 contains 99540 members 
Entering Unmasked Estep 
Score: -13070635.000000 Penalty: 5791.609863
	Iteration 50Q: 3 clusters Score -1.307064e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18230 members 
Mstep: Class 2 contains 99557 members 
Entering Unmasked Estep 
Score: -13070661.000000 Penalty: 5791.609863
	Iteration 51Q: 3 clusters Score -1.307066e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18217 members 
Mstep: Class 2 contains 99570 members 
Entering Unmasked Estep 
Score: -13070652.000000 Penalty: 5791.609863
	Iteration 52Q: 3 clusters Score -1.307065e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18205 members 
Mstep: Class 2 contains 99582 members 
Entering Unmasked Estep 
Score: -13070649.000000 Penalty: 5791.609863
	Iteration 53Q: 3 clusters Score -1.307065e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18192 members 
Mstep: Class 2 contains 99595 members 
Entering Unmasked Estep 
Score: -13070662.000000 Penalty: 5791.609863
	Iteration 54Q: 3 clusters Score -1.307066e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18181 members 
Mstep: Class 2 contains 99606 members 
Entering Unmasked Estep 
Score: -13070654.000000 Penalty: 5791.609863
	Iteration 55Q: 3 clusters Score -1.307065e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18167 members 
Mstep: Class 2 contains 99620 members 
Entering Unmasked Estep 
Score: -13070656.000000 Penalty: 5791.609863
	Iteration 56Q: 3 clusters Score -1.307066e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18159 members 
Mstep: Class 2 contains 99628 members 
Entering Unmasked Estep 
Score: -13070655.000000 Penalty: 5791.609863
	Iteration 57Q: 3 clusters Score -1.307066e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18156 members 
Mstep: Class 2 contains 99631 members 
Entering Unmasked Estep 
Score: -13070658.000000 Penalty: 5791.609863
	Iteration 58Q: 3 clusters Score -1.307066e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18151 members 
Mstep: Class 2 contains 99636 members 
Entering Unmasked Estep 
Score: -13070655.000000 Penalty: 5791.609863
	Iteration 59Q: 3 clusters Score -1.307066e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18146 members 
Mstep: Class 2 contains 99641 members 
Entering Unmasked Estep 
Score: -13070653.000000 Penalty: 5791.609863
	Iteration 60F: 3 clusters Score -1.307065e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18143 members 
Mstep: Class 2 contains 99644 members 
Entering Unmasked Estep 
Score: -13070657.000000 Penalty: 5791.609863
	Iteration 61Q: 3 clusters Score -1.307066e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18139 members 
Mstep: Class 2 contains 99648 members 
Entering Unmasked Estep 
Score: -13070651.000000 Penalty: 5791.609863
	Iteration 62Q: 3 clusters Score -1.307065e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18133 members 
Mstep: Class 2 contains 99654 members 
Entering Unmasked Estep 
Score: -13070660.000000 Penalty: 5791.609863
	Iteration 63Q: 3 clusters Score -1.307066e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18126 members 
Mstep: Class 2 contains 99661 members 
Entering Unmasked Estep 
Score: -13070673.000000 Penalty: 5791.609863
	Iteration 64Q: 3 clusters Score -1.307067e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18119 members 
Mstep: Class 2 contains 99668 members 
Entering Unmasked Estep 
Score: -13070666.000000 Penalty: 5791.609863
	Iteration 65Q: 3 clusters Score -1.307067e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18115 members 
Mstep: Class 2 contains 99672 members 
Entering Unmasked Estep 
Score: -13070671.000000 Penalty: 5791.609863
	Iteration 66Q: 3 clusters Score -1.307067e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18113 members 
Mstep: Class 2 contains 99674 members 
Entering Unmasked Estep 
Score: -13070671.000000 Penalty: 5791.609863
	Iteration 67Q: 3 clusters Score -1.307067e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18111 members 
Mstep: Class 2 contains 99676 members 
Entering Unmasked Estep 
Score: -13070662.000000 Penalty: 5791.609863
	Iteration 68Q: 3 clusters Score -1.307066e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18107 members 
Mstep: Class 2 contains 99680 members 
Entering Unmasked Estep 
Score: -13070671.000000 Penalty: 5791.609863
	Iteration 69Q: 3 clusters Score -1.307067e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18104 members 
Mstep: Class 2 contains 99683 members 
Entering Unmasked Estep 
Score: -13070664.000000 Penalty: 5791.609863
	Iteration 70Q: 3 clusters Score -1.307066e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18102 members 
Mstep: Class 2 contains 99685 members 
Entering Unmasked Estep 
Score: -13070673.000000 Penalty: 5791.609863
	Iteration 71Q: 3 clusters Score -1.307067e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18100 members 
Mstep: Class 2 contains 99687 members 
Entering Unmasked Estep 
Score: -13070668.000000 Penalty: 5791.609863
	Iteration 72Q: 3 clusters Score -1.307067e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18099 members 
Mstep: Class 2 contains 99688 members 
Entering Unmasked Estep 
Score: -13070668.000000 Penalty: 5791.609863
	Iteration 73Q: 3 clusters Score -1.307067e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18097 members 
Mstep: Class 2 contains 99690 members 
Entering Unmasked Estep 
Score: -13070662.000000 Penalty: 5791.609863
	Iteration 74Q: 3 clusters Score -1.307066e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18094 members 
Mstep: Class 2 contains 99693 members 
Entering Unmasked Estep 
Score: -13070666.000000 Penalty: 5791.609863
	Iteration 75Q: 3 clusters Score -1.307067e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18089 members 
Mstep: Class 2 contains 99698 members 
Entering Unmasked Estep 
Score: -13070665.000000 Penalty: 5791.609863
	Iteration 76Q: 3 clusters Score -1.307066e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18080 members 
Mstep: Class 2 contains 99707 members 
Entering Unmasked Estep 
Score: -13070656.000000 Penalty: 5791.609863
	Iteration 77Q: 3 clusters Score -1.307066e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18072 members 
Mstep: Class 2 contains 99715 members 
Entering Unmasked Estep 
Score: -13070657.000000 Penalty: 5791.609863
	Iteration 78Q: 3 clusters Score -1.307066e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18069 members 
Mstep: Class 2 contains 99718 members 
Entering Unmasked Estep 
Score: -13070669.000000 Penalty: 5791.609863
	Iteration 79Q: 3 clusters Score -1.307067e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18065 members 
Mstep: Class 2 contains 99722 members 
Entering Unmasked Estep 
Score: -13070660.000000 Penalty: 5791.609863
	Iteration 80F: 3 clusters Score -1.307066e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18060 members 
Mstep: Class 2 contains 99727 members 
Entering Unmasked Estep 
Score: -13070669.000000 Penalty: 5791.609863
	Iteration 81Q: 3 clusters Score -1.307067e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18054 members 
Mstep: Class 2 contains 99733 members 
Entering Unmasked Estep 
Score: -13070662.000000 Penalty: 5791.609863
	Iteration 82Q: 3 clusters Score -1.307066e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18050 members 
Mstep: Class 2 contains 99737 members 
Entering Unmasked Estep 
Score: -13070655.000000 Penalty: 5791.609863
	Iteration 83Q: 3 clusters Score -1.307066e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18049 members 
Mstep: Class 2 contains 99738 members 
Entering Unmasked Estep 
Score: -13070652.000000 Penalty: 5791.609863
	Iteration 84Q: 3 clusters Score -1.307065e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18048 members 
Mstep: Class 2 contains 99739 members 
Entering Unmasked Estep 
Score: -13070654.000000 Penalty: 5791.609863
	Iteration 85Q: 3 clusters Score -1.307065e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18047 members 
Mstep: Class 2 contains 99740 members 
Entering Unmasked Estep 
Score: -13070644.000000 Penalty: 5791.609863
	Iteration 86Q: 3 clusters Score -1.307064e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18047 members 
Mstep: Class 2 contains 99740 members 
Entering Unmasked Estep 
Score: -13070644.000000 Penalty: 5791.609863
	Iteration 87F: 3 clusters Score -1.307064e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 518 members 
Mstep: Class 3 contains 212557 members 
Mstep: Class 4 contains 9739 members 
Mstep: Class 5 contains 106009 members 
Mstep: Class 6 contains 7409 members 
Mstep: Class 7 contains 11597 members 
Mstep: Class 8 contains 18515 members 
Mstep: Class 9 contains 5495 members 
Mstep: Class 10 contains 43348 members 
Mstep: Class 11 contains 9622 members 
Mstep: Class 12 contains 18047 members 
Mstep: Class 13 contains 32845 members 
Mstep: Class 14 contains 4603 members 
Mstep: Class 15 contains 33686 members 
Mstep: Class 16 contains 53625 members 
Mstep: Class 17 contains 9737 members 
Mstep: Class 18 contains 2090 members 
Mstep: Class 19 contains 16955 members 
Mstep: Class 20 contains 149224 members 
Mstep: Class 21 contains 267093 members 
Mstep: Class 22 contains 1611 members 
Mstep: Class 23 contains 901 members 
Mstep: Class 24 contains 237443 members 
Mstep: Class 25 contains 1696 members 
Mstep: Class 26 contains 4112 members 
Mstep: Class 27 contains 99740 members 
Entering Unmasked Estep 
Score: -155527904.000000 Penalty: 94568.796875
Splitting cluster 12 changes total score from -155494224.000000 to -155527904.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 13 (32845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32845 members 
Entering Unmasked Estep 
Score: -3768967.750000 Penalty: 2579.089600
	Iteration 0F: 2 clusters Score -3768968 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16351 members 
Mstep: Class 2 contains 16494 members 
Entering Unmasked Estep 
Score: -3746612.250000 Penalty: 5158.179199
	Iteration 0F: 3 clusters Score -3746612 nChanged 14814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15877 members 
Mstep: Class 2 contains 16968 members 
Entering Unmasked Estep 
Score: -3755402.250000 Penalty: 5158.179199
	Iteration 1F: 3 clusters Score -3755402 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15234 members 
Mstep: Class 2 contains 17611 members 
Entering Unmasked Estep 
Score: -3757344.000000 Penalty: 5158.179199
	Iteration 2F: 3 clusters Score -3757344 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13839 members 
Mstep: Class 2 contains 19006 members 
Entering Unmasked Estep 
Score: -3760540.000000 Penalty: 5158.179199
	Iteration 3F: 3 clusters Score -3760540 nChanged 3701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11822 members 
Mstep: Class 2 contains 21023 members 
Entering Unmasked Estep 
Score: -3764639.250000 Penalty: 5158.179199
	Iteration 4F: 3 clusters Score -3764639 nChanged 3219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 22774 members 
Entering Unmasked Estep 
Score: -3767609.000000 Penalty: 5158.179199
	Iteration 5F: 3 clusters Score -3767609 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 23845 members 
Entering Unmasked Estep 
Score: -3768947.250000 Penalty: 5158.179199
	Iteration 6F: 3 clusters Score -3768947 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 24474 members 
Entering Unmasked Estep 
Score: -3769441.500000 Penalty: 5158.179199
	Iteration 7Q: 3 clusters Score -3769442 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 24895 members 
Entering Unmasked Estep 
Score: -3769647.750000 Penalty: 5158.179199
	Iteration 8Q: 3 clusters Score -3769648 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 25220 members 
Entering Unmasked Estep 
Score: -3769742.500000 Penalty: 5158.179199
	Iteration 9Q: 3 clusters Score -3769742 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 25497 members 
Entering Unmasked Estep 
Score: -3769809.000000 Penalty: 5158.179199
	Iteration 10Q: 3 clusters Score -3769809 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 25742 members 
Entering Unmasked Estep 
Score: -3769855.500000 Penalty: 5158.179199
	Iteration 11Q: 3 clusters Score -3769856 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 25952 members 
Entering Unmasked Estep 
Score: -3769915.750000 Penalty: 5158.179199
	Iteration 12Q: 3 clusters Score -3769916 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 26138 members 
Entering Unmasked Estep 
Score: -3769933.500000 Penalty: 5158.179199
	Iteration 13Q: 3 clusters Score -3769934 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 26291 members 
Entering Unmasked Estep 
Score: -3769971.750000 Penalty: 5158.179199
	Iteration 14Q: 3 clusters Score -3769972 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 26424 members 
Entering Unmasked Estep 
Score: -3769989.250000 Penalty: 5158.179199
	Iteration 15Q: 3 clusters Score -3769989 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 26530 members 
Entering Unmasked Estep 
Score: -3770004.250000 Penalty: 5158.179199
	Iteration 16Q: 3 clusters Score -3770004 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 26622 members 
Entering Unmasked Estep 
Score: -3770017.000000 Penalty: 5158.179199
	Iteration 17Q: 3 clusters Score -3770017 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 26695 members 
Entering Unmasked Estep 
Score: -3770034.750000 Penalty: 5158.179199
	Iteration 18Q: 3 clusters Score -3770035 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 26759 members 
Entering Unmasked Estep 
Score: -3770053.500000 Penalty: 5158.179199
	Iteration 19Q: 3 clusters Score -3770054 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 26814 members 
Entering Unmasked Estep 
Score: -3770063.500000 Penalty: 5158.179199
	Iteration 20F: 3 clusters Score -3770064 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 26861 members 
Entering Unmasked Estep 
Score: -3770054.250000 Penalty: 5158.179199
	Iteration 21Q: 3 clusters Score -3770054 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 26911 members 
Entering Unmasked Estep 
Score: -3770056.500000 Penalty: 5158.179199
	Iteration 22Q: 3 clusters Score -3770056 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 26974 members 
Entering Unmasked Estep 
Score: -3770065.500000 Penalty: 5158.179199
	Iteration 23Q: 3 clusters Score -3770066 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 27025 members 
Entering Unmasked Estep 
Score: -3770067.750000 Penalty: 5158.179199
	Iteration 24Q: 3 clusters Score -3770068 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 27061 members 
Entering Unmasked Estep 
Score: -3770077.000000 Penalty: 5158.179199
	Iteration 25Q: 3 clusters Score -3770077 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 27099 members 
Entering Unmasked Estep 
Score: -3770077.000000 Penalty: 5158.179199
	Iteration 26Q: 3 clusters Score -3770077 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 27137 members 
Entering Unmasked Estep 
Score: -3770074.250000 Penalty: 5158.179199
	Iteration 27Q: 3 clusters Score -3770074 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 27160 members 
Entering Unmasked Estep 
Score: -3770081.250000 Penalty: 5158.179199
	Iteration 28Q: 3 clusters Score -3770081 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 27178 members 
Entering Unmasked Estep 
Score: -3770077.500000 Penalty: 5158.179199
	Iteration 29Q: 3 clusters Score -3770078 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 27201 members 
Entering Unmasked Estep 
Score: -3770081.000000 Penalty: 5158.179199
	Iteration 30Q: 3 clusters Score -3770081 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 27223 members 
Entering Unmasked Estep 
Score: -3770081.500000 Penalty: 5158.179199
	Iteration 31Q: 3 clusters Score -3770082 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 27252 members 
Entering Unmasked Estep 
Score: -3770085.000000 Penalty: 5158.179199
	Iteration 32Q: 3 clusters Score -3770085 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 27281 members 
Entering Unmasked Estep 
Score: -3770085.000000 Penalty: 5158.179199
	Iteration 33Q: 3 clusters Score -3770085 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 27301 members 
Entering Unmasked Estep 
Score: -3770083.250000 Penalty: 5158.179199
	Iteration 34Q: 3 clusters Score -3770083 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 27318 members 
Entering Unmasked Estep 
Score: -3770087.250000 Penalty: 5158.179199
	Iteration 35Q: 3 clusters Score -3770087 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 27330 members 
Entering Unmasked Estep 
Score: -3770086.750000 Penalty: 5158.179199
	Iteration 36Q: 3 clusters Score -3770087 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 27339 members 
Entering Unmasked Estep 
Score: -3770082.000000 Penalty: 5158.179199
	Iteration 37Q: 3 clusters Score -3770082 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 27347 members 
Entering Unmasked Estep 
Score: -3770085.750000 Penalty: 5158.179199
	Iteration 38Q: 3 clusters Score -3770086 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 27354 members 
Entering Unmasked Estep 
Score: -3770086.250000 Penalty: 5158.179199
	Iteration 39Q: 3 clusters Score -3770086 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 27360 members 
Entering Unmasked Estep 
Score: -3770088.250000 Penalty: 5158.179199
	Iteration 40F: 3 clusters Score -3770088 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 27373 members 
Entering Unmasked Estep 
Score: -3770088.750000 Penalty: 5158.179199
	Iteration 41Q: 3 clusters Score -3770089 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 27381 members 
Entering Unmasked Estep 
Score: -3770088.750000 Penalty: 5158.179199
	Iteration 42Q: 3 clusters Score -3770089 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 27386 members 
Entering Unmasked Estep 
Score: -3770097.500000 Penalty: 5158.179199
	Iteration 43Q: 3 clusters Score -3770098 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 27397 members 
Entering Unmasked Estep 
Score: -3770099.000000 Penalty: 5158.179199
	Iteration 44Q: 3 clusters Score -3770099 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 27410 members 
Entering Unmasked Estep 
Score: -3770101.750000 Penalty: 5158.179199
	Iteration 45Q: 3 clusters Score -3770102 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 27416 members 
Entering Unmasked Estep 
Score: -3770100.750000 Penalty: 5158.179199
	Iteration 46Q: 3 clusters Score -3770101 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 27421 members 
Entering Unmasked Estep 
Score: -3770102.750000 Penalty: 5158.179199
	Iteration 47Q: 3 clusters Score -3770103 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 27428 members 
Entering Unmasked Estep 
Score: -3770106.750000 Penalty: 5158.179199
	Iteration 48Q: 3 clusters Score -3770107 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 27434 members 
Entering Unmasked Estep 
Score: -3770102.000000 Penalty: 5158.179199
	Iteration 49Q: 3 clusters Score -3770102 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 27443 members 
Entering Unmasked Estep 
Score: -3770109.500000 Penalty: 5158.179199
	Iteration 50Q: 3 clusters Score -3770110 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 27454 members 
Entering Unmasked Estep 
Score: -3770113.750000 Penalty: 5158.179199
	Iteration 51Q: 3 clusters Score -3770114 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 27471 members 
Entering Unmasked Estep 
Score: -3770113.500000 Penalty: 5158.179199
	Iteration 52Q: 3 clusters Score -3770114 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 27489 members 
Entering Unmasked Estep 
Score: -3770123.000000 Penalty: 5158.179199
	Iteration 53Q: 3 clusters Score -3770123 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 27500 members 
Entering Unmasked Estep 
Score: -3770125.250000 Penalty: 5158.179199
	Iteration 54Q: 3 clusters Score -3770125 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 27514 members 
Entering Unmasked Estep 
Score: -3770122.250000 Penalty: 5158.179199
	Iteration 55Q: 3 clusters Score -3770122 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 27529 members 
Entering Unmasked Estep 
Score: -3770130.750000 Penalty: 5158.179199
	Iteration 56Q: 3 clusters Score -3770131 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 27538 members 
Entering Unmasked Estep 
Score: -3770125.500000 Penalty: 5158.179199
	Iteration 57Q: 3 clusters Score -3770126 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 27544 members 
Entering Unmasked Estep 
Score: -3770129.500000 Penalty: 5158.179199
	Iteration 58Q: 3 clusters Score -3770130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 27549 members 
Entering Unmasked Estep 
Score: -3770126.000000 Penalty: 5158.179199
	Iteration 59Q: 3 clusters Score -3770126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 27552 members 
Entering Unmasked Estep 
Score: -3770126.500000 Penalty: 5158.179199
	Iteration 60F: 3 clusters Score -3770126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 27554 members 
Entering Unmasked Estep 
Score: -3770122.000000 Penalty: 5158.179199
	Iteration 61Q: 3 clusters Score -3770122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 27555 members 
Entering Unmasked Estep 
Score: -3770121.500000 Penalty: 5158.179199
	Iteration 62Q: 3 clusters Score -3770122 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 27555 members 
Entering Unmasked Estep 
Score: -3770121.500000 Penalty: 5158.179199
	Iteration 63F: 3 clusters Score -3770122 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 518 members 
Mstep: Class 3 contains 212557 members 
Mstep: Class 4 contains 9739 members 
Mstep: Class 5 contains 106009 members 
Mstep: Class 6 contains 7409 members 
Mstep: Class 7 contains 11597 members 
Mstep: Class 8 contains 18515 members 
Mstep: Class 9 contains 5495 members 
Mstep: Class 10 contains 43348 members 
Mstep: Class 11 contains 9622 members 
Mstep: Class 12 contains 18047 members 
Mstep: Class 13 contains 5290 members 
Mstep: Class 14 contains 4603 members 
Mstep: Class 15 contains 33686 members 
Mstep: Class 16 contains 53625 members 
Mstep: Class 17 contains 9737 members 
Mstep: Class 18 contains 2090 members 
Mstep: Class 19 contains 16955 members 
Mstep: Class 20 contains 149224 members 
Mstep: Class 21 contains 267093 members 
Mstep: Class 22 contains 1611 members 
Mstep: Class 23 contains 901 members 
Mstep: Class 24 contains 237443 members 
Mstep: Class 25 contains 1696 members 
Mstep: Class 26 contains 4112 members 
Mstep: Class 27 contains 99740 members 
Mstep: Class 28 contains 27555 members 
Entering Unmasked Estep 
Score: -155528688.000000 Penalty: 98071.343750
Splitting cluster 13 changes total score from -155494224.000000 to -155528688.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 14 (4603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Entering Unmasked Estep 
Score: -504347.468750 Penalty: 2091.747070
	Iteration 0F: 2 clusters Score -504347.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -500064.500000 Penalty: 4183.494141
	Iteration 0F: 3 clusters Score -500064.5 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -501066.875000 Penalty: 4183.494141
	Iteration 1F: 3 clusters Score -501066.9 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -501282.031250 Penalty: 4183.494141
	Iteration 2F: 3 clusters Score -501282 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -501436.000000 Penalty: 4183.494141
	Iteration 3F: 3 clusters Score -501436 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -501585.968750 Penalty: 4183.494141
	Iteration 4Q: 3 clusters Score -501586 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -501737.500000 Penalty: 4183.494141
	Iteration 5Q: 3 clusters Score -501737.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -501904.218750 Penalty: 4183.494141
	Iteration 6Q: 3 clusters Score -501904.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -502121.531250 Penalty: 4183.494141
	Iteration 7F: 3 clusters Score -502121.5 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -502376.625000 Penalty: 4183.494141
	Iteration 8F: 3 clusters Score -502376.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -502622.812500 Penalty: 4183.494141
	Iteration 9F: 3 clusters Score -502622.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -502864.343750 Penalty: 4183.494141
	Iteration 10Q: 3 clusters Score -502864.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -503031.968750 Penalty: 4183.494141
	Iteration 11Q: 3 clusters Score -503032 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -503159.437500 Penalty: 4183.494141
	Iteration 12Q: 3 clusters Score -503159.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -503225.937500 Penalty: 4183.494141
	Iteration 13Q: 3 clusters Score -503225.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -503290.375000 Penalty: 4183.494141
	Iteration 14Q: 3 clusters Score -503290.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -503351.875000 Penalty: 4183.494141
	Iteration 15Q: 3 clusters Score -503351.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -503414.843750 Penalty: 4183.494141
	Iteration 16Q: 3 clusters Score -503414.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -503470.656250 Penalty: 4183.494141
	Iteration 17Q: 3 clusters Score -503470.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -503538.000000 Penalty: 4183.494141
	Iteration 18Q: 3 clusters Score -503538 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -503619.750000 Penalty: 4183.494141
	Iteration 19Q: 3 clusters Score -503619.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -503713.468750 Penalty: 4183.494141
	Iteration 20F: 3 clusters Score -503713.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -503899.468750 Penalty: 4183.494141
	Iteration 21Q: 3 clusters Score -503899.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -504177.156250 Penalty: 4183.494141
	Iteration 22Q: 3 clusters Score -504177.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -504509.093750 Penalty: 4183.494141
	Iteration 23Q: 3 clusters Score -504509.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -504704.281250 Penalty: 4183.494141
	Iteration 24Q: 3 clusters Score -504704.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -504986.218750 Penalty: 4183.494141
	Iteration 25Q: 3 clusters Score -504986.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -505480.281250 Penalty: 4183.494141
	Iteration 26Q: 3 clusters Score -505480.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -506017.781250 Penalty: 4183.494141
	Iteration 27Q: 3 clusters Score -506017.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -506172.000000 Penalty: 4183.494141
	Iteration 28Q: 3 clusters Score -506172 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -506194.468750 Penalty: 4183.494141
	Iteration 29Q: 3 clusters Score -506194.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -506196.062500 Penalty: 4183.494141
	Iteration 30Q: 3 clusters Score -506196.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -506196.062500 Penalty: 4183.494141
	Iteration 31F: 3 clusters Score -506196.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 518 members 
Mstep: Class 3 contains 212557 members 
Mstep: Class 4 contains 9739 members 
Mstep: Class 5 contains 106009 members 
Mstep: Class 6 contains 7409 members 
Mstep: Class 7 contains 11597 members 
Mstep: Class 8 contains 18515 members 
Mstep: Class 9 contains 5495 members 
Mstep: Class 10 contains 43348 members 
Mstep: Class 11 contains 9622 members 
Mstep: Class 12 contains 18047 members 
Mstep: Class 13 contains 5290 members 
Mstep: Class 14 contains 2354 members 
Mstep: Class 15 contains 33686 members 
Mstep: Class 16 contains 53625 members 
Mstep: Class 17 contains 9737 members 
Mstep: Class 18 contains 2090 members 
Mstep: Class 19 contains 16955 members 
Mstep: Class 20 contains 149224 members 
Mstep: Class 21 contains 267093 members 
Mstep: Class 22 contains 1611 members 
Mstep: Class 23 contains 901 members 
Mstep: Class 24 contains 237443 members 
Mstep: Class 25 contains 1696 members 
Mstep: Class 26 contains 4112 members 
Mstep: Class 27 contains 99740 members 
Mstep: Class 28 contains 27555 members 
Mstep: Class 29 contains 2249 members 
Entering Unmasked Estep 
Score: -155529072.000000 Penalty: 101573.890625
Splitting cluster 14 changes total score from -155494224.000000 to -155529072.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 15 (33686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33686 members 
Entering Unmasked Estep 
Score: -3767892.500000 Penalty: 2585.359863
	Iteration 0F: 2 clusters Score -3767892 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16911 members 
Mstep: Class 2 contains 16775 members 
Entering Unmasked Estep 
Score: -3744853.250000 Penalty: 5170.719727
	Iteration 0F: 3 clusters Score -3744853 nChanged 15293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17324 members 
Mstep: Class 2 contains 16362 members 
Entering Unmasked Estep 
Score: -3753509.500000 Penalty: 5170.719727
	Iteration 1F: 3 clusters Score -3753510 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17610 members 
Mstep: Class 2 contains 16076 members 
Entering Unmasked Estep 
Score: -3754610.000000 Penalty: 5170.719727
	Iteration 2F: 3 clusters Score -3754610 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17927 members 
Mstep: Class 2 contains 15759 members 
Entering Unmasked Estep 
Score: -3756070.500000 Penalty: 5170.719727
	Iteration 3F: 3 clusters Score -3756070 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18323 members 
Mstep: Class 2 contains 15363 members 
Entering Unmasked Estep 
Score: -3757848.750000 Penalty: 5170.719727
	Iteration 4F: 3 clusters Score -3757849 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18621 members 
Mstep: Class 2 contains 15065 members 
Entering Unmasked Estep 
Score: -3759940.750000 Penalty: 5170.719727
	Iteration 5F: 3 clusters Score -3759941 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18535 members 
Mstep: Class 2 contains 15151 members 
Entering Unmasked Estep 
Score: -3762444.000000 Penalty: 5170.719727
	Iteration 6F: 3 clusters Score -3762444 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18029 members 
Mstep: Class 2 contains 15657 members 
Entering Unmasked Estep 
Score: -3764961.500000 Penalty: 5170.719727
	Iteration 7F: 3 clusters Score -3764962 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17377 members 
Mstep: Class 2 contains 16309 members 
Entering Unmasked Estep 
Score: -3766634.250000 Penalty: 5170.719727
	Iteration 8F: 3 clusters Score -3766634 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16802 members 
Mstep: Class 2 contains 16884 members 
Entering Unmasked Estep 
Score: -3767385.750000 Penalty: 5170.719727
	Iteration 9Q: 3 clusters Score -3767386 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16340 members 
Mstep: Class 2 contains 17346 members 
Entering Unmasked Estep 
Score: -3767726.250000 Penalty: 5170.719727
	Iteration 10Q: 3 clusters Score -3767726 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15956 members 
Mstep: Class 2 contains 17730 members 
Entering Unmasked Estep 
Score: -3767932.000000 Penalty: 5170.719727
	Iteration 11Q: 3 clusters Score -3767932 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15639 members 
Mstep: Class 2 contains 18047 members 
Entering Unmasked Estep 
Score: -3768047.250000 Penalty: 5170.719727
	Iteration 12Q: 3 clusters Score -3768047 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15376 members 
Mstep: Class 2 contains 18310 members 
Entering Unmasked Estep 
Score: -3768128.500000 Penalty: 5170.719727
	Iteration 13Q: 3 clusters Score -3768128 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15156 members 
Mstep: Class 2 contains 18530 members 
Entering Unmasked Estep 
Score: -3768199.000000 Penalty: 5170.719727
	Iteration 14Q: 3 clusters Score -3768199 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14947 members 
Mstep: Class 2 contains 18739 members 
Entering Unmasked Estep 
Score: -3768258.750000 Penalty: 5170.719727
	Iteration 15Q: 3 clusters Score -3768259 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14767 members 
Mstep: Class 2 contains 18919 members 
Entering Unmasked Estep 
Score: -3768323.500000 Penalty: 5170.719727
	Iteration 16Q: 3 clusters Score -3768324 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14580 members 
Mstep: Class 2 contains 19106 members 
Entering Unmasked Estep 
Score: -3768348.500000 Penalty: 5170.719727
	Iteration 17Q: 3 clusters Score -3768348 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14423 members 
Mstep: Class 2 contains 19263 members 
Entering Unmasked Estep 
Score: -3768396.500000 Penalty: 5170.719727
	Iteration 18Q: 3 clusters Score -3768396 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14276 members 
Mstep: Class 2 contains 19410 members 
Entering Unmasked Estep 
Score: -3768434.500000 Penalty: 5170.719727
	Iteration 19Q: 3 clusters Score -3768434 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14146 members 
Mstep: Class 2 contains 19540 members 
Entering Unmasked Estep 
Score: -3768454.750000 Penalty: 5170.719727
	Iteration 20F: 3 clusters Score -3768455 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14025 members 
Mstep: Class 2 contains 19661 members 
Entering Unmasked Estep 
Score: -3768465.250000 Penalty: 5170.719727
	Iteration 21Q: 3 clusters Score -3768465 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13921 members 
Mstep: Class 2 contains 19765 members 
Entering Unmasked Estep 
Score: -3768478.000000 Penalty: 5170.719727
	Iteration 22Q: 3 clusters Score -3768478 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13814 members 
Mstep: Class 2 contains 19872 members 
Entering Unmasked Estep 
Score: -3768489.250000 Penalty: 5170.719727
	Iteration 23Q: 3 clusters Score -3768489 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13719 members 
Mstep: Class 2 contains 19967 members 
Entering Unmasked Estep 
Score: -3768506.000000 Penalty: 5170.719727
	Iteration 24Q: 3 clusters Score -3768506 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13616 members 
Mstep: Class 2 contains 20070 members 
Entering Unmasked Estep 
Score: -3768521.250000 Penalty: 5170.719727
	Iteration 25Q: 3 clusters Score -3768521 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13524 members 
Mstep: Class 2 contains 20162 members 
Entering Unmasked Estep 
Score: -3768530.500000 Penalty: 5170.719727
	Iteration 26Q: 3 clusters Score -3768530 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13427 members 
Mstep: Class 2 contains 20259 members 
Entering Unmasked Estep 
Score: -3768572.750000 Penalty: 5170.719727
	Iteration 27Q: 3 clusters Score -3768573 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13320 members 
Mstep: Class 2 contains 20366 members 
Entering Unmasked Estep 
Score: -3768572.750000 Penalty: 5170.719727
	Iteration 28Q: 3 clusters Score -3768573 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13230 members 
Mstep: Class 2 contains 20456 members 
Entering Unmasked Estep 
Score: -3768611.250000 Penalty: 5170.719727
	Iteration 29Q: 3 clusters Score -3768611 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 20544 members 
Entering Unmasked Estep 
Score: -3768641.250000 Penalty: 5170.719727
	Iteration 30Q: 3 clusters Score -3768641 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13049 members 
Mstep: Class 2 contains 20637 members 
Entering Unmasked Estep 
Score: -3768664.750000 Penalty: 5170.719727
	Iteration 31Q: 3 clusters Score -3768665 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 20721 members 
Entering Unmasked Estep 
Score: -3768685.500000 Penalty: 5170.719727
	Iteration 32Q: 3 clusters Score -3768686 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12877 members 
Mstep: Class 2 contains 20809 members 
Entering Unmasked Estep 
Score: -3768749.000000 Penalty: 5170.719727
	Iteration 33Q: 3 clusters Score -3768749 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 20883 members 
Entering Unmasked Estep 
Score: -3768801.750000 Penalty: 5170.719727
	Iteration 34Q: 3 clusters Score -3768802 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 20957 members 
Entering Unmasked Estep 
Score: -3768875.500000 Penalty: 5170.719727
	Iteration 35Q: 3 clusters Score -3768876 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12684 members 
Mstep: Class 2 contains 21002 members 
Entering Unmasked Estep 
Score: -3769038.750000 Penalty: 5170.719727
	Iteration 36Q: 3 clusters Score -3769039 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 21029 members 
Entering Unmasked Estep 
Score: -3769214.000000 Penalty: 5170.719727
	Iteration 37Q: 3 clusters Score -3769214 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 21038 members 
Entering Unmasked Estep 
Score: -3769371.500000 Penalty: 5170.719727
	Iteration 38Q: 3 clusters Score -3769372 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12623 members 
Mstep: Class 2 contains 21063 members 
Entering Unmasked Estep 
Score: -3769500.500000 Penalty: 5170.719727
	Iteration 39Q: 3 clusters Score -3769500 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12514 members 
Mstep: Class 2 contains 21172 members 
Entering Unmasked Estep 
Score: -3769608.250000 Penalty: 5170.719727
	Iteration 40F: 3 clusters Score -3769608 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12407 members 
Mstep: Class 2 contains 21279 members 
Entering Unmasked Estep 
Score: -3769703.000000 Penalty: 5170.719727
	Iteration 41Q: 3 clusters Score -3769703 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 21424 members 
Entering Unmasked Estep 
Score: -3769799.750000 Penalty: 5170.719727
	Iteration 42Q: 3 clusters Score -3769800 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12098 members 
Mstep: Class 2 contains 21588 members 
Entering Unmasked Estep 
Score: -3769873.500000 Penalty: 5170.719727
	Iteration 43Q: 3 clusters Score -3769874 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 21745 members 
Entering Unmasked Estep 
Score: -3769940.500000 Penalty: 5170.719727
	Iteration 44Q: 3 clusters Score -3769940 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 21912 members 
Entering Unmasked Estep 
Score: -3770015.750000 Penalty: 5170.719727
	Iteration 45Q: 3 clusters Score -3770016 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11614 members 
Mstep: Class 2 contains 22072 members 
Entering Unmasked Estep 
Score: -3770081.250000 Penalty: 5170.719727
	Iteration 46Q: 3 clusters Score -3770081 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 22239 members 
Entering Unmasked Estep 
Score: -3770139.250000 Penalty: 5170.719727
	Iteration 47Q: 3 clusters Score -3770139 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 22389 members 
Entering Unmasked Estep 
Score: -3770199.000000 Penalty: 5170.719727
	Iteration 48Q: 3 clusters Score -3770199 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 22521 members 
Entering Unmasked Estep 
Score: -3770263.750000 Penalty: 5170.719727
	Iteration 49Q: 3 clusters Score -3770264 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 22669 members 
Entering Unmasked Estep 
Score: -3770346.250000 Penalty: 5170.719727
	Iteration 50Q: 3 clusters Score -3770346 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 22829 members 
Entering Unmasked Estep 
Score: -3770454.000000 Penalty: 5170.719727
	Iteration 51Q: 3 clusters Score -3770454 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 23003 members 
Entering Unmasked Estep 
Score: -3770572.500000 Penalty: 5170.719727
	Iteration 52Q: 3 clusters Score -3770572 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 23187 members 
Entering Unmasked Estep 
Score: -3770723.750000 Penalty: 5170.719727
	Iteration 53Q: 3 clusters Score -3770724 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 23370 members 
Entering Unmasked Estep 
Score: -3770862.750000 Penalty: 5170.719727
	Iteration 54Q: 3 clusters Score -3770863 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 23528 members 
Entering Unmasked Estep 
Score: -3771007.000000 Penalty: 5170.719727
	Iteration 55Q: 3 clusters Score -3771007 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 23670 members 
Entering Unmasked Estep 
Score: -3771127.750000 Penalty: 5170.719727
	Iteration 56Q: 3 clusters Score -3771128 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 23776 members 
Entering Unmasked Estep 
Score: -3771221.250000 Penalty: 5170.719727
	Iteration 57Q: 3 clusters Score -3771221 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 23850 members 
Entering Unmasked Estep 
Score: -3771274.250000 Penalty: 5170.719727
	Iteration 58Q: 3 clusters Score -3771274 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 23906 members 
Entering Unmasked Estep 
Score: -3771302.000000 Penalty: 5170.719727
	Iteration 59Q: 3 clusters Score -3771302 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 23944 members 
Entering Unmasked Estep 
Score: -3771313.000000 Penalty: 5170.719727
	Iteration 60F: 3 clusters Score -3771313 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 23971 members 
Entering Unmasked Estep 
Score: -3771322.750000 Penalty: 5170.719727
	Iteration 61Q: 3 clusters Score -3771323 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 23987 members 
Entering Unmasked Estep 
Score: -3771323.500000 Penalty: 5170.719727
	Iteration 62Q: 3 clusters Score -3771324 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 24000 members 
Entering Unmasked Estep 
Score: -3771324.000000 Penalty: 5170.719727
	Iteration 63Q: 3 clusters Score -3771324 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 24012 members 
Entering Unmasked Estep 
Score: -3771332.000000 Penalty: 5170.719727
	Iteration 64Q: 3 clusters Score -3771332 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 24039 members 
Entering Unmasked Estep 
Score: -3771330.750000 Penalty: 5170.719727
	Iteration 65Q: 3 clusters Score -3771331 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 24055 members 
Entering Unmasked Estep 
Score: -3771334.250000 Penalty: 5170.719727
	Iteration 66Q: 3 clusters Score -3771334 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 24074 members 
Entering Unmasked Estep 
Score: -3771333.250000 Penalty: 5170.719727
	Iteration 67Q: 3 clusters Score -3771333 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 24087 members 
Entering Unmasked Estep 
Score: -3771338.500000 Penalty: 5170.719727
	Iteration 68Q: 3 clusters Score -3771338 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 24096 members 
Entering Unmasked Estep 
Score: -3771338.500000 Penalty: 5170.719727
	Iteration 69Q: 3 clusters Score -3771338 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 24107 members 
Entering Unmasked Estep 
Score: -3771331.500000 Penalty: 5170.719727
	Iteration 70Q: 3 clusters Score -3771332 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 24115 members 
Entering Unmasked Estep 
Score: -3771338.750000 Penalty: 5170.719727
	Iteration 71Q: 3 clusters Score -3771339 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 24119 members 
Entering Unmasked Estep 
Score: -3771340.500000 Penalty: 5170.719727
	Iteration 72Q: 3 clusters Score -3771340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 24123 members 
Entering Unmasked Estep 
Score: -3771335.500000 Penalty: 5170.719727
	Iteration 73Q: 3 clusters Score -3771336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 24125 members 
Entering Unmasked Estep 
Score: -3771333.000000 Penalty: 5170.719727
	Iteration 74Q: 3 clusters Score -3771333 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 24125 members 
Entering Unmasked Estep 
Score: -3771333.000000 Penalty: 5170.719727
	Iteration 75F: 3 clusters Score -3771333 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 518 members 
Mstep: Class 3 contains 212557 members 
Mstep: Class 4 contains 9739 members 
Mstep: Class 5 contains 106009 members 
Mstep: Class 6 contains 7409 members 
Mstep: Class 7 contains 11597 members 
Mstep: Class 8 contains 18515 members 
Mstep: Class 9 contains 5495 members 
Mstep: Class 10 contains 43348 members 
Mstep: Class 11 contains 9622 members 
Mstep: Class 12 contains 18047 members 
Mstep: Class 13 contains 5290 members 
Mstep: Class 14 contains 2354 members 
Mstep: Class 15 contains 9561 members 
Mstep: Class 16 contains 53625 members 
Mstep: Class 17 contains 9737 members 
Mstep: Class 18 contains 2090 members 
Mstep: Class 19 contains 16955 members 
Mstep: Class 20 contains 149224 members 
Mstep: Class 21 contains 267093 members 
Mstep: Class 22 contains 1611 members 
Mstep: Class 23 contains 901 members 
Mstep: Class 24 contains 237443 members 
Mstep: Class 25 contains 1696 members 
Mstep: Class 26 contains 4112 members 
Mstep: Class 27 contains 99740 members 
Mstep: Class 28 contains 27555 members 
Mstep: Class 29 contains 2249 members 
Mstep: Class 30 contains 24125 members 
Entering Unmasked Estep 
Score: -155531200.000000 Penalty: 105076.437500
Splitting cluster 15 changes total score from -155494224.000000 to -155531200.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 16 (53625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53625 members 
Entering Unmasked Estep 
Score: -6080205.500000 Penalty: 2700.663086
	Iteration 0F: 2 clusters Score -6080206 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27053 members 
Mstep: Class 2 contains 26572 members 
Entering Unmasked Estep 
Score: -6043825.500000 Penalty: 5401.326172
	Iteration 0F: 3 clusters Score -6043826 nChanged 25028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29087 members 
Mstep: Class 2 contains 24538 members 
Entering Unmasked Estep 
Score: -6058092.500000 Penalty: 5401.326172
	Iteration 1F: 3 clusters Score -6058092 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30388 members 
Mstep: Class 2 contains 23237 members 
Entering Unmasked Estep 
Score: -6059683.500000 Penalty: 5401.326172
	Iteration 2F: 3 clusters Score -6059684 nChanged 3671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32423 members 
Mstep: Class 2 contains 21202 members 
Entering Unmasked Estep 
Score: -6062320.500000 Penalty: 5401.326172
	Iteration 3F: 3 clusters Score -6062320 nChanged 4612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35629 members 
Mstep: Class 2 contains 17996 members 
Entering Unmasked Estep 
Score: -6065990.000000 Penalty: 5401.326172
	Iteration 4F: 3 clusters Score -6065990 nChanged 4966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39557 members 
Mstep: Class 2 contains 14068 members 
Entering Unmasked Estep 
Score: -6070259.000000 Penalty: 5401.326172
	Iteration 5F: 3 clusters Score -6070259 nChanged 4158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43151 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -6074190.000000 Penalty: 5401.326172
	Iteration 6F: 3 clusters Score -6074190 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45630 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -6077197.000000 Penalty: 5401.326172
	Iteration 7F: 3 clusters Score -6077197 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47095 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -6079212.500000 Penalty: 5401.326172
	Iteration 8Q: 3 clusters Score -6079212 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47904 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -6080125.500000 Penalty: 5401.326172
	Iteration 9Q: 3 clusters Score -6080126 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48459 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -6080780.500000 Penalty: 5401.326172
	Iteration 10Q: 3 clusters Score -6080780 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48901 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -6081494.000000 Penalty: 5401.326172
	Iteration 11Q: 3 clusters Score -6081494 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49173 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -6081769.500000 Penalty: 5401.326172
	Iteration 12Q: 3 clusters Score -6081770 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49332 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -6081842.500000 Penalty: 5401.326172
	Iteration 13Q: 3 clusters Score -6081842 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49452 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -6081872.000000 Penalty: 5401.326172
	Iteration 14Q: 3 clusters Score -6081872 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49529 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -6081887.500000 Penalty: 5401.326172
	Iteration 15Q: 3 clusters Score -6081888 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49586 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -6081886.500000 Penalty: 5401.326172
	Iteration 16Q: 3 clusters Score -6081886 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49624 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -6081896.000000 Penalty: 5401.326172
	Iteration 17Q: 3 clusters Score -6081896 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49648 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -6081882.000000 Penalty: 5401.326172
	Iteration 18Q: 3 clusters Score -6081882 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49665 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -6081888.000000 Penalty: 5401.326172
	Iteration 19Q: 3 clusters Score -6081888 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49682 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -6081892.500000 Penalty: 5401.326172
	Iteration 20F: 3 clusters Score -6081892 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49692 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -6081904.000000 Penalty: 5401.326172
	Iteration 21Q: 3 clusters Score -6081904 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49699 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -6081902.500000 Penalty: 5401.326172
	Iteration 22Q: 3 clusters Score -6081902 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49706 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -6081899.500000 Penalty: 5401.326172
	Iteration 23Q: 3 clusters Score -6081900 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49712 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -6081890.000000 Penalty: 5401.326172
	Iteration 24Q: 3 clusters Score -6081890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49714 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -6081893.000000 Penalty: 5401.326172
	Iteration 25Q: 3 clusters Score -6081893 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49717 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -6081892.000000 Penalty: 5401.326172
	Iteration 26Q: 3 clusters Score -6081892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49721 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -6081897.000000 Penalty: 5401.326172
	Iteration 27Q: 3 clusters Score -6081897 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49723 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -6081900.000000 Penalty: 5401.326172
	Iteration 28Q: 3 clusters Score -6081900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49724 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -6081902.000000 Penalty: 5401.326172
	Iteration 29Q: 3 clusters Score -6081902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49723 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -6081902.000000 Penalty: 5401.326172
	Iteration 30Q: 3 clusters Score -6081902 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49723 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -6081902.000000 Penalty: 5401.326172
	Iteration 31F: 3 clusters Score -6081902 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 518 members 
Mstep: Class 3 contains 212557 members 
Mstep: Class 4 contains 9739 members 
Mstep: Class 5 contains 106009 members 
Mstep: Class 6 contains 7409 members 
Mstep: Class 7 contains 11597 members 
Mstep: Class 8 contains 18515 members 
Mstep: Class 9 contains 5495 members 
Mstep: Class 10 contains 43348 members 
Mstep: Class 11 contains 9622 members 
Mstep: Class 12 contains 18047 members 
Mstep: Class 13 contains 5290 members 
Mstep: Class 14 contains 2354 members 
Mstep: Class 15 contains 9561 members 
Mstep: Class 16 contains 49723 members 
Mstep: Class 17 contains 9737 members 
Mstep: Class 18 contains 2090 members 
Mstep: Class 19 contains 16955 members 
Mstep: Class 20 contains 149224 members 
Mstep: Class 21 contains 267093 members 
Mstep: Class 22 contains 1611 members 
Mstep: Class 23 contains 901 members 
Mstep: Class 24 contains 237443 members 
Mstep: Class 25 contains 1696 members 
Mstep: Class 26 contains 4112 members 
Mstep: Class 27 contains 99740 members 
Mstep: Class 28 contains 27555 members 
Mstep: Class 29 contains 2249 members 
Mstep: Class 30 contains 24125 members 
Mstep: Class 31 contains 3902 members 
Entering Unmasked Estep 
Score: -155531392.000000 Penalty: 108578.992188
Splitting cluster 16 changes total score from -155494224.000000 to -155531392.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 17 (9737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Entering Unmasked Estep 
Score: -1119050.875000 Penalty: 2277.554688
	Iteration 0F: 2 clusters Score -1119051 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -1111481.875000 Penalty: 4555.109375
	Iteration 0F: 3 clusters Score -1111482 nChanged 4087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -1113558.625000 Penalty: 4555.109375
	Iteration 1F: 3 clusters Score -1113559 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -1113842.125000 Penalty: 4555.109375
	Iteration 2F: 3 clusters Score -1113842 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -1114052.250000 Penalty: 4555.109375
	Iteration 3F: 3 clusters Score -1114052 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -1114237.750000 Penalty: 4555.109375
	Iteration 4Q: 3 clusters Score -1114238 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -1114404.125000 Penalty: 4555.109375
	Iteration 5Q: 3 clusters Score -1114404 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1114576.750000 Penalty: 4555.109375
	Iteration 6Q: 3 clusters Score -1114577 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -1114748.125000 Penalty: 4555.109375
	Iteration 7Q: 3 clusters Score -1114748 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -1114912.625000 Penalty: 4555.109375
	Iteration 8Q: 3 clusters Score -1114913 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -1115085.250000 Penalty: 4555.109375
	Iteration 9Q: 3 clusters Score -1115085 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -1115288.125000 Penalty: 4555.109375
	Iteration 10Q: 3 clusters Score -1115288 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -1115501.750000 Penalty: 4555.109375
	Iteration 11Q: 3 clusters Score -1115502 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -1115764.750000 Penalty: 4555.109375
	Iteration 12Q: 3 clusters Score -1115765 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -1115998.625000 Penalty: 4555.109375
	Iteration 13Q: 3 clusters Score -1115999 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -1116212.875000 Penalty: 4555.109375
	Iteration 14Q: 3 clusters Score -1116213 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -1116390.625000 Penalty: 4555.109375
	Iteration 15Q: 3 clusters Score -1116391 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -1116534.625000 Penalty: 4555.109375
	Iteration 16Q: 3 clusters Score -1116535 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -1116666.625000 Penalty: 4555.109375
	Iteration 17Q: 3 clusters Score -1116667 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -1116786.875000 Penalty: 4555.109375
	Iteration 18Q: 3 clusters Score -1116787 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -1116877.250000 Penalty: 4555.109375
	Iteration 19Q: 3 clusters Score -1116877 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -1116964.625000 Penalty: 4555.109375
	Iteration 20F: 3 clusters Score -1116965 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -1117051.000000 Penalty: 4555.109375
	Iteration 21Q: 3 clusters Score -1117051 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -1117098.500000 Penalty: 4555.109375
	Iteration 22Q: 3 clusters Score -1117098 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -1117139.375000 Penalty: 4555.109375
	Iteration 23Q: 3 clusters Score -1117139 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -1117170.875000 Penalty: 4555.109375
	Iteration 24Q: 3 clusters Score -1117171 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -1117181.500000 Penalty: 4555.109375
	Iteration 25Q: 3 clusters Score -1117182 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -1117194.875000 Penalty: 4555.109375
	Iteration 26Q: 3 clusters Score -1117195 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -1117206.250000 Penalty: 4555.109375
	Iteration 27Q: 3 clusters Score -1117206 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -1117220.875000 Penalty: 4555.109375
	Iteration 28Q: 3 clusters Score -1117221 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -1117227.000000 Penalty: 4555.109375
	Iteration 29Q: 3 clusters Score -1117227 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -1117230.875000 Penalty: 4555.109375
	Iteration 30Q: 3 clusters Score -1117231 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -1117236.375000 Penalty: 4555.109375
	Iteration 31Q: 3 clusters Score -1117236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -1117238.125000 Penalty: 4555.109375
	Iteration 32Q: 3 clusters Score -1117238 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -1117242.000000 Penalty: 4555.109375
	Iteration 33Q: 3 clusters Score -1117242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -1117247.625000 Penalty: 4555.109375
	Iteration 34Q: 3 clusters Score -1117248 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -1117250.375000 Penalty: 4555.109375
	Iteration 35Q: 3 clusters Score -1117250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -1117253.000000 Penalty: 4555.109375
	Iteration 36Q: 3 clusters Score -1117253 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -1117253.000000 Penalty: 4555.109375
	Iteration 37Q: 3 clusters Score -1117253 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -1117255.125000 Penalty: 4555.109375
	Iteration 38Q: 3 clusters Score -1117255 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -1117256.000000 Penalty: 4555.109375
	Iteration 39Q: 3 clusters Score -1117256 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -1117256.000000 Penalty: 4555.109375
	Iteration 40F: 3 clusters Score -1117256 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Entering Unmasked Estep 
Score: -203465.390625 Penalty: 1895.940063
	Iteration 0F: 2 clusters Score -203465.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -200937.656250 Penalty: 3791.880127
	Iteration 0F: 3 clusters Score -200937.7 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -201923.625000 Penalty: 3791.880127
	Iteration 1F: 3 clusters Score -201923.6 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -202639.437500 Penalty: 3791.880127
	Iteration 2F: 3 clusters Score -202639.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -203305.203125 Penalty: 3791.880127
	Iteration 3F: 3 clusters Score -203305.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -204117.140625 Penalty: 3791.880127
	Iteration 4F: 3 clusters Score -204117.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -205033.140625 Penalty: 3791.880127
	Iteration 5F: 3 clusters Score -205033.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -206426.218750 Penalty: 3791.880127
	Iteration 6F: 3 clusters Score -206426.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -208450.125000 Penalty: 3791.880127
	Iteration 7F: 3 clusters Score -208450.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -208884.328125 Penalty: 3791.880127
	Iteration 8Q: 3 clusters Score -208884.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -209134.468750 Penalty: 3791.880127
	Iteration 9Q: 3 clusters Score -209134.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -209403.500000 Penalty: 3791.880127
	Iteration 10Q: 3 clusters Score -209403.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -209480.703125 Penalty: 3791.880127
	Iteration 11Q: 3 clusters Score -209480.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -209480.703125 Penalty: 3791.880127
	Iteration 12F: 3 clusters Score -209480.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 518 members 
Mstep: Class 3 contains 212557 members 
Mstep: Class 4 contains 9739 members 
Mstep: Class 5 contains 106009 members 
Mstep: Class 6 contains 7409 members 
Mstep: Class 7 contains 11597 members 
Mstep: Class 8 contains 18515 members 
Mstep: Class 9 contains 5495 members 
Mstep: Class 10 contains 43348 members 
Mstep: Class 11 contains 9622 members 
Mstep: Class 12 contains 18047 members 
Mstep: Class 13 contains 5290 members 
Mstep: Class 14 contains 2354 members 
Mstep: Class 15 contains 9561 members 
Mstep: Class 16 contains 49723 members 
Mstep: Class 17 contains 9737 members 
Mstep: Class 18 contains 1187 members 
Mstep: Class 19 contains 16955 members 
Mstep: Class 20 contains 149224 members 
Mstep: Class 21 contains 267093 members 
Mstep: Class 22 contains 1611 members 
Mstep: Class 23 contains 901 members 
Mstep: Class 24 contains 237443 members 
Mstep: Class 25 contains 1696 members 
Mstep: Class 26 contains 4112 members 
Mstep: Class 27 contains 99740 members 
Mstep: Class 28 contains 27555 members 
Mstep: Class 29 contains 2249 members 
Mstep: Class 30 contains 24125 members 
Mstep: Class 31 contains 3902 members 
Mstep: Class 32 contains 903 members 
Entering Unmasked Estep 
Score: -155536000.000000 Penalty: 112081.539062
Splitting cluster 18 changes total score from -155494224.000000 to -155536000.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 19 (16955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16955 members 
Entering Unmasked Estep 
Score: -1774479.125000 Penalty: 2415.103027
	Iteration 0F: 2 clusters Score -1774479 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -1762341.125000 Penalty: 4830.206055
	Iteration 0F: 3 clusters Score -1762341 nChanged 7381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -1766697.625000 Penalty: 4830.206055
	Iteration 1F: 3 clusters Score -1766698 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -1767768.000000 Penalty: 4830.206055
	Iteration 2F: 3 clusters Score -1767768 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -1769305.875000 Penalty: 4830.206055
	Iteration 3F: 3 clusters Score -1769306 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -1770745.375000 Penalty: 4830.206055
	Iteration 4F: 3 clusters Score -1770745 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -1771751.000000 Penalty: 4830.206055
	Iteration 5F: 3 clusters Score -1771751 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -1772402.250000 Penalty: 4830.206055
	Iteration 6F: 3 clusters Score -1772402 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -1772879.000000 Penalty: 4830.206055
	Iteration 7Q: 3 clusters Score -1772879 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -1773269.750000 Penalty: 4830.206055
	Iteration 8Q: 3 clusters Score -1773270 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12610 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -1773565.375000 Penalty: 4830.206055
	Iteration 9Q: 3 clusters Score -1773565 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13029 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -1773814.125000 Penalty: 4830.206055
	Iteration 10Q: 3 clusters Score -1773814 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13375 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -1773996.375000 Penalty: 4830.206055
	Iteration 11Q: 3 clusters Score -1773996 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13672 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -1774147.375000 Penalty: 4830.206055
	Iteration 12Q: 3 clusters Score -1774147 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13910 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -1774258.000000 Penalty: 4830.206055
	Iteration 13Q: 3 clusters Score -1774258 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14084 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -1774339.125000 Penalty: 4830.206055
	Iteration 14Q: 3 clusters Score -1774339 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14206 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -1774375.000000 Penalty: 4830.206055
	Iteration 15Q: 3 clusters Score -1774375 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14304 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -1774395.500000 Penalty: 4830.206055
	Iteration 16Q: 3 clusters Score -1774396 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14376 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -1774417.500000 Penalty: 4830.206055
	Iteration 17Q: 3 clusters Score -1774418 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14425 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -1774424.375000 Penalty: 4830.206055
	Iteration 18Q: 3 clusters Score -1774424 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14469 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -1774440.375000 Penalty: 4830.206055
	Iteration 19Q: 3 clusters Score -1774440 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14510 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -1774444.250000 Penalty: 4830.206055
	Iteration 20F: 3 clusters Score -1774444 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14543 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -1774456.750000 Penalty: 4830.206055
	Iteration 21Q: 3 clusters Score -1774457 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14583 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -1774465.250000 Penalty: 4830.206055
	Iteration 22Q: 3 clusters Score -1774465 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14616 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -1774471.000000 Penalty: 4830.206055
	Iteration 23Q: 3 clusters Score -1774471 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14642 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -1774473.750000 Penalty: 4830.206055
	Iteration 24Q: 3 clusters Score -1774474 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14667 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -1774478.500000 Penalty: 4830.206055
	Iteration 25Q: 3 clusters Score -1774478 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14693 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -1774486.000000 Penalty: 4830.206055
	Iteration 26Q: 3 clusters Score -1774486 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14713 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -1774496.750000 Penalty: 4830.206055
	Iteration 27Q: 3 clusters Score -1774497 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14735 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -1774498.375000 Penalty: 4830.206055
	Iteration 28Q: 3 clusters Score -1774498 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14757 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -1774502.250000 Penalty: 4830.206055
	Iteration 29Q: 3 clusters Score -1774502 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14770 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -1774504.125000 Penalty: 4830.206055
	Iteration 30Q: 3 clusters Score -1774504 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14780 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -1774503.500000 Penalty: 4830.206055
	Iteration 31Q: 3 clusters Score -1774504 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14789 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -1774507.250000 Penalty: 4830.206055
	Iteration 32Q: 3 clusters Score -1774507 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14800 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -1774506.250000 Penalty: 4830.206055
	Iteration 33Q: 3 clusters Score -1774506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14806 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -1774509.500000 Penalty: 4830.206055
	Iteration 34Q: 3 clusters Score -1774510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14810 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -1774510.000000 Penalty: 4830.206055
	Iteration 35Q: 3 clusters Score -1774510 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14817 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -1774515.375000 Penalty: 4830.206055
	Iteration 36Q: 3 clusters Score -1774515 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14823 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -1774518.750000 Penalty: 4830.206055
	Iteration 37Q: 3 clusters Score -1774519 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14828 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -1774519.875000 Penalty: 4830.206055
	Iteration 38Q: 3 clusters Score -1774520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14831 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -1774520.375000 Penalty: 4830.206055
	Iteration 39Q: 3 clusters Score -1774520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14835 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -1774521.500000 Penalty: 4830.206055
	Iteration 40F: 3 clusters Score -1774522 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14846 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -1774523.250000 Penalty: 4830.206055
	Iteration 41Q: 3 clusters Score -1774523 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14857 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -1774521.500000 Penalty: 4830.206055
	Iteration 42Q: 3 clusters Score -1774522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14861 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -1774522.250000 Penalty: 4830.206055
	Iteration 43Q: 3 clusters Score -1774522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14862 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -1774523.125000 Penalty: 4830.206055
	Iteration 44Q: 3 clusters Score -1774523 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14862 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -1774523.125000 Penalty: 4830.206055
	Iteration 45F: 3 clusters Score -1774523 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 518 members 
Mstep: Class 3 contains 212557 members 
Mstep: Class 4 contains 9739 members 
Mstep: Class 5 contains 106009 members 
Mstep: Class 6 contains 7409 members 
Mstep: Class 7 contains 11597 members 
Mstep: Class 8 contains 18515 members 
Mstep: Class 9 contains 5495 members 
Mstep: Class 10 contains 43348 members 
Mstep: Class 11 contains 9622 members 
Mstep: Class 12 contains 18047 members 
Mstep: Class 13 contains 5290 members 
Mstep: Class 14 contains 2354 members 
Mstep: Class 15 contains 9561 members 
Mstep: Class 16 contains 49723 members 
Mstep: Class 17 contains 9737 members 
Mstep: Class 18 contains 1187 members 
Mstep: Class 19 contains 14862 members 
Mstep: Class 20 contains 149224 members 
Mstep: Class 21 contains 267093 members 
Mstep: Class 22 contains 1611 members 
Mstep: Class 23 contains 901 members 
Mstep: Class 24 contains 237443 members 
Mstep: Class 25 contains 1696 members 
Mstep: Class 26 contains 4112 members 
Mstep: Class 27 contains 99740 members 
Mstep: Class 28 contains 27555 members 
Mstep: Class 29 contains 2249 members 
Mstep: Class 30 contains 24125 members 
Mstep: Class 31 contains 3902 members 
Mstep: Class 32 contains 903 members 
Mstep: Class 33 contains 2093 members 
Entering Unmasked Estep 
Score: -155534640.000000 Penalty: 115584.085938
Splitting cluster 19 changes total score from -155494224.000000 to -155534640.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 20 (149224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149224 members 
Entering Unmasked Estep 
Score: -17679572.000000 Penalty: 2954.474609
	Iteration 0F: 2 clusters Score -1.767957e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74703 members 
Mstep: Class 2 contains 74521 members 
Entering Unmasked Estep 
Score: -17579712.000000 Penalty: 5908.949219
	Iteration 0F: 3 clusters Score -1.757971e+07 nChanged 71345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74110 members 
Mstep: Class 2 contains 75114 members 
Entering Unmasked Estep 
Score: -17620946.000000 Penalty: 5908.949219
	Iteration 1F: 3 clusters Score -1.762095e+07 nChanged 4965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73577 members 
Mstep: Class 2 contains 75647 members 
Entering Unmasked Estep 
Score: -17622292.000000 Penalty: 5908.949219
	Iteration 2Q: 3 clusters Score -1.762229e+07 nChanged 5459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72550 members 
Mstep: Class 2 contains 76674 members 
Entering Unmasked Estep 
Score: -17623936.000000 Penalty: 5908.949219
	Iteration 3Q: 3 clusters Score -1.762394e+07 nChanged 6482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70816 members 
Mstep: Class 2 contains 78408 members 
Entering Unmasked Estep 
Score: -17626588.000000 Penalty: 5908.949219
	Iteration 4Q: 3 clusters Score -1.762659e+07 nChanged 7761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68303 members 
Mstep: Class 2 contains 80921 members 
Entering Unmasked Estep 
Score: -17630412.000000 Penalty: 5908.949219
	Iteration 5F: 3 clusters Score -1.763041e+07 nChanged 9029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64790 members 
Mstep: Class 2 contains 84434 members 
Entering Unmasked Estep 
Score: -17635390.000000 Penalty: 5908.949219
	Iteration 6F: 3 clusters Score -1.763539e+07 nChanged 9799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60251 members 
Mstep: Class 2 contains 88973 members 
Entering Unmasked Estep 
Score: -17640804.000000 Penalty: 5908.949219
	Iteration 7F: 3 clusters Score -1.76408e+07 nChanged 9356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55157 members 
Mstep: Class 2 contains 94067 members 
Entering Unmasked Estep 
Score: -17645816.000000 Penalty: 5908.949219
	Iteration 8F: 3 clusters Score -1.764582e+07 nChanged 8266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49625 members 
Mstep: Class 2 contains 99599 members 
Entering Unmasked Estep 
Score: -17650302.000000 Penalty: 5908.949219
	Iteration 9F: 3 clusters Score -1.76503e+07 nChanged 6953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44032 members 
Mstep: Class 2 contains 105192 members 
Entering Unmasked Estep 
Score: -17654424.000000 Penalty: 5908.949219
	Iteration 10Q: 3 clusters Score -1.765442e+07 nChanged 6072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38506 members 
Mstep: Class 2 contains 110718 members 
Entering Unmasked Estep 
Score: -17658724.000000 Penalty: 5908.949219
	Iteration 11Q: 3 clusters Score -1.765872e+07 nChanged 5478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33348 members 
Mstep: Class 2 contains 115876 members 
Entering Unmasked Estep 
Score: -17663118.000000 Penalty: 5908.949219
	Iteration 12Q: 3 clusters Score -1.766312e+07 nChanged 4790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28870 members 
Mstep: Class 2 contains 120354 members 
Entering Unmasked Estep 
Score: -17666756.000000 Penalty: 5908.949219
	Iteration 13Q: 3 clusters Score -1.766676e+07 nChanged 3839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25313 members 
Mstep: Class 2 contains 123911 members 
Entering Unmasked Estep 
Score: -17669454.000000 Penalty: 5908.949219
	Iteration 14Q: 3 clusters Score -1.766945e+07 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22399 members 
Mstep: Class 2 contains 126825 members 
Entering Unmasked Estep 
Score: -17671022.000000 Penalty: 5908.949219
	Iteration 15Q: 3 clusters Score -1.767102e+07 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20007 members 
Mstep: Class 2 contains 129217 members 
Entering Unmasked Estep 
Score: -17672212.000000 Penalty: 5908.949219
	Iteration 16Q: 3 clusters Score -1.767221e+07 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17909 members 
Mstep: Class 2 contains 131315 members 
Entering Unmasked Estep 
Score: -17673086.000000 Penalty: 5908.949219
	Iteration 17Q: 3 clusters Score -1.767309e+07 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16058 members 
Mstep: Class 2 contains 133166 members 
Entering Unmasked Estep 
Score: -17673914.000000 Penalty: 5908.949219
	Iteration 18Q: 3 clusters Score -1.767391e+07 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14456 members 
Mstep: Class 2 contains 134768 members 
Entering Unmasked Estep 
Score: -17674570.000000 Penalty: 5908.949219
	Iteration 19Q: 3 clusters Score -1.767457e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 136217 members 
Entering Unmasked Estep 
Score: -17675096.000000 Penalty: 5908.949219
	Iteration 20F: 3 clusters Score -1.76751e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 137429 members 
Entering Unmasked Estep 
Score: -17675516.000000 Penalty: 5908.949219
	Iteration 21Q: 3 clusters Score -1.767552e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 138557 members 
Entering Unmasked Estep 
Score: -17675810.000000 Penalty: 5908.949219
	Iteration 22Q: 3 clusters Score -1.767581e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 139527 members 
Entering Unmasked Estep 
Score: -17676184.000000 Penalty: 5908.949219
	Iteration 23Q: 3 clusters Score -1.767618e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 140320 members 
Entering Unmasked Estep 
Score: -17676504.000000 Penalty: 5908.949219
	Iteration 24Q: 3 clusters Score -1.76765e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 141018 members 
Entering Unmasked Estep 
Score: -17676718.000000 Penalty: 5908.949219
	Iteration 25Q: 3 clusters Score -1.767672e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 141602 members 
Entering Unmasked Estep 
Score: -17676844.000000 Penalty: 5908.949219
	Iteration 26Q: 3 clusters Score -1.767684e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 142122 members 
Entering Unmasked Estep 
Score: -17677006.000000 Penalty: 5908.949219
	Iteration 27Q: 3 clusters Score -1.767701e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 142546 members 
Entering Unmasked Estep 
Score: -17677100.000000 Penalty: 5908.949219
	Iteration 28Q: 3 clusters Score -1.76771e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 142913 members 
Entering Unmasked Estep 
Score: -17677154.000000 Penalty: 5908.949219
	Iteration 29Q: 3 clusters Score -1.767715e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 143229 members 
Entering Unmasked Estep 
Score: -17677212.000000 Penalty: 5908.949219
	Iteration 30Q: 3 clusters Score -1.767721e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 143533 members 
Entering Unmasked Estep 
Score: -17677346.000000 Penalty: 5908.949219
	Iteration 31Q: 3 clusters Score -1.767735e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 143814 members 
Entering Unmasked Estep 
Score: -17677466.000000 Penalty: 5908.949219
	Iteration 32Q: 3 clusters Score -1.767747e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 144045 members 
Entering Unmasked Estep 
Score: -17677556.000000 Penalty: 5908.949219
	Iteration 33Q: 3 clusters Score -1.767756e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 144241 members 
Entering Unmasked Estep 
Score: -17677606.000000 Penalty: 5908.949219
	Iteration 34Q: 3 clusters Score -1.767761e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 144419 members 
Entering Unmasked Estep 
Score: -17677660.000000 Penalty: 5908.949219
	Iteration 35Q: 3 clusters Score -1.767766e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 144585 members 
Entering Unmasked Estep 
Score: -17677718.000000 Penalty: 5908.949219
	Iteration 36Q: 3 clusters Score -1.767772e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 144740 members 
Entering Unmasked Estep 
Score: -17677806.000000 Penalty: 5908.949219
	Iteration 37Q: 3 clusters Score -1.767781e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 144863 members 
Entering Unmasked Estep 
Score: -17677830.000000 Penalty: 5908.949219
	Iteration 38Q: 3 clusters Score -1.767783e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 144970 members 
Entering Unmasked Estep 
Score: -17677878.000000 Penalty: 5908.949219
	Iteration 39Q: 3 clusters Score -1.767788e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 145056 members 
Entering Unmasked Estep 
Score: -17677908.000000 Penalty: 5908.949219
	Iteration 40F: 3 clusters Score -1.767791e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 145132 members 
Entering Unmasked Estep 
Score: -17677942.000000 Penalty: 5908.949219
	Iteration 41Q: 3 clusters Score -1.767794e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 145183 members 
Entering Unmasked Estep 
Score: -17677990.000000 Penalty: 5908.949219
	Iteration 42Q: 3 clusters Score -1.767799e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 145234 members 
Entering Unmasked Estep 
Score: -17678036.000000 Penalty: 5908.949219
	Iteration 43Q: 3 clusters Score -1.767804e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 145273 members 
Entering Unmasked Estep 
Score: -17678054.000000 Penalty: 5908.949219
	Iteration 44Q: 3 clusters Score -1.767805e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 145304 members 
Entering Unmasked Estep 
Score: -17678066.000000 Penalty: 5908.949219
	Iteration 45Q: 3 clusters Score -1.767807e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 145344 members 
Entering Unmasked Estep 
Score: -17678076.000000 Penalty: 5908.949219
	Iteration 46Q: 3 clusters Score -1.767808e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 145378 members 
Entering Unmasked Estep 
Score: -17678094.000000 Penalty: 5908.949219
	Iteration 47Q: 3 clusters Score -1.767809e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 145398 members 
Entering Unmasked Estep 
Score: -17678094.000000 Penalty: 5908.949219
	Iteration 48Q: 3 clusters Score -1.767809e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 145411 members 
Entering Unmasked Estep 
Score: -17678134.000000 Penalty: 5908.949219
	Iteration 49Q: 3 clusters Score -1.767813e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 145414 members 
Entering Unmasked Estep 
Score: -17678144.000000 Penalty: 5908.949219
	Iteration 50Q: 3 clusters Score -1.767814e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 145410 members 
Entering Unmasked Estep 
Score: -17678144.000000 Penalty: 5908.949219
	Iteration 51Q: 3 clusters Score -1.767814e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 145408 members 
Entering Unmasked Estep 
Score: -17678122.000000 Penalty: 5908.949219
	Iteration 52Q: 3 clusters Score -1.767812e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 145405 members 
Entering Unmasked Estep 
Score: -17678122.000000 Penalty: 5908.949219
	Iteration 53Q: 3 clusters Score -1.767812e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 145400 members 
Entering Unmasked Estep 
Score: -17678138.000000 Penalty: 5908.949219
	Iteration 54Q: 3 clusters Score -1.767814e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 145396 members 
Entering Unmasked Estep 
Score: -17678134.000000 Penalty: 5908.949219
	Iteration 55Q: 3 clusters Score -1.767813e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 145399 members 
Entering Unmasked Estep 
Score: -17678144.000000 Penalty: 5908.949219
	Iteration 56Q: 3 clusters Score -1.767814e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 145404 members 
Entering Unmasked Estep 
Score: -17678152.000000 Penalty: 5908.949219
	Iteration 57Q: 3 clusters Score -1.767815e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 145408 members 
Entering Unmasked Estep 
Score: -17678146.000000 Penalty: 5908.949219
	Iteration 58Q: 3 clusters Score -1.767815e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 145408 members 
Entering Unmasked Estep 
Score: -17678154.000000 Penalty: 5908.949219
	Iteration 59Q: 3 clusters Score -1.767815e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 145418 members 
Entering Unmasked Estep 
Score: -17678156.000000 Penalty: 5908.949219
	Iteration 60F: 3 clusters Score -1.767816e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 145427 members 
Entering Unmasked Estep 
Score: -17678162.000000 Penalty: 5908.949219
	Iteration 61Q: 3 clusters Score -1.767816e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 145429 members 
Entering Unmasked Estep 
Score: -17678188.000000 Penalty: 5908.949219
	Iteration 62Q: 3 clusters Score -1.767819e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 145433 members 
Entering Unmasked Estep 
Score: -17678174.000000 Penalty: 5908.949219
	Iteration 63Q: 3 clusters Score -1.767817e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 145432 members 
Entering Unmasked Estep 
Score: -17678156.000000 Penalty: 5908.949219
	Iteration 64Q: 3 clusters Score -1.767816e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 145436 members 
Entering Unmasked Estep 
Score: -17678164.000000 Penalty: 5908.949219
	Iteration 65Q: 3 clusters Score -1.767816e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 145437 members 
Entering Unmasked Estep 
Score: -17678156.000000 Penalty: 5908.949219
	Iteration 66Q: 3 clusters Score -1.767816e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 145442 members 
Entering Unmasked Estep 
Score: -17678158.000000 Penalty: 5908.949219
	Iteration 67Q: 3 clusters Score -1.767816e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 145451 members 
Entering Unmasked Estep 
Score: -17678150.000000 Penalty: 5908.949219
	Iteration 68Q: 3 clusters Score -1.767815e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 145459 members 
Entering Unmasked Estep 
Score: -17678154.000000 Penalty: 5908.949219
	Iteration 69Q: 3 clusters Score -1.767815e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 145467 members 
Entering Unmasked Estep 
Score: -17678146.000000 Penalty: 5908.949219
	Iteration 70Q: 3 clusters Score -1.767815e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 145470 members 
Entering Unmasked Estep 
Score: -17678146.000000 Penalty: 5908.949219
	Iteration 71Q: 3 clusters Score -1.767815e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 145468 members 
Entering Unmasked Estep 
Score: -17678138.000000 Penalty: 5908.949219
	Iteration 72Q: 3 clusters Score -1.767814e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 145466 members 
Entering Unmasked Estep 
Score: -17678142.000000 Penalty: 5908.949219
	Iteration 73Q: 3 clusters Score -1.767814e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 145466 members 
Entering Unmasked Estep 
Score: -17678142.000000 Penalty: 5908.949219
	Iteration 74F: 3 clusters Score -1.767814e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (267093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267093 members 
Entering Unmasked Estep 
Score: -31486364.000000 Penalty: 3098.847168
	Iteration 0F: 2 clusters Score -3.148636e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133463 members 
Mstep: Class 2 contains 133630 members 
Entering Unmasked Estep 
Score: -31323430.000000 Penalty: 6197.694336
	Iteration 0F: 3 clusters Score -3.132343e+07 nChanged 129506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130031 members 
Mstep: Class 2 contains 137062 members 
Entering Unmasked Estep 
Score: -31402120.000000 Penalty: 6197.694336
	Iteration 1F: 3 clusters Score -3.140212e+07 nChanged 11129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126788 members 
Mstep: Class 2 contains 140305 members 
Entering Unmasked Estep 
Score: -31406782.000000 Penalty: 6197.694336
	Iteration 2Q: 3 clusters Score -3.140678e+07 nChanged 14502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121858 members 
Mstep: Class 2 contains 145235 members 
Entering Unmasked Estep 
Score: -31415430.000000 Penalty: 6197.694336
	Iteration 3F: 3 clusters Score -3.141543e+07 nChanged 18848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114730 members 
Mstep: Class 2 contains 152363 members 
Entering Unmasked Estep 
Score: -31429998.000000 Penalty: 6197.694336
	Iteration 4F: 3 clusters Score -3.143e+07 nChanged 22427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105721 members 
Mstep: Class 2 contains 161372 members 
Entering Unmasked Estep 
Score: -31450570.000000 Penalty: 6197.694336
	Iteration 5F: 3 clusters Score -3.145057e+07 nChanged 22045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97306 members 
Mstep: Class 2 contains 169787 members 
Entering Unmasked Estep 
Score: -31471398.000000 Penalty: 6197.694336
	Iteration 6F: 3 clusters Score -3.14714e+07 nChanged 17000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91712 members 
Mstep: Class 2 contains 175381 members 
Entering Unmasked Estep 
Score: -31484806.000000 Penalty: 6197.694336
	Iteration 7F: 3 clusters Score -3.148481e+07 nChanged 11203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87721 members 
Mstep: Class 2 contains 179372 members 
Entering Unmasked Estep 
Score: -31492126.000000 Penalty: 6197.694336
	Iteration 8Q: 3 clusters Score -3.149213e+07 nChanged 7537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83780 members 
Mstep: Class 2 contains 183313 members 
Entering Unmasked Estep 
Score: -31498146.000000 Penalty: 6197.694336
	Iteration 9Q: 3 clusters Score -3.149815e+07 nChanged 6212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79554 members 
Mstep: Class 2 contains 187539 members 
Entering Unmasked Estep 
Score: -31504234.000000 Penalty: 6197.694336
	Iteration 10Q: 3 clusters Score -3.150423e+07 nChanged 5501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75441 members 
Mstep: Class 2 contains 191652 members 
Entering Unmasked Estep 
Score: -31510120.000000 Penalty: 6197.694336
	Iteration 11Q: 3 clusters Score -3.151012e+07 nChanged 4579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72052 members 
Mstep: Class 2 contains 195041 members 
Entering Unmasked Estep 
Score: -31513728.000000 Penalty: 6197.694336
	Iteration 12Q: 3 clusters Score -3.151373e+07 nChanged 3237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69567 members 
Mstep: Class 2 contains 197526 members 
Entering Unmasked Estep 
Score: -31515290.000000 Penalty: 6197.694336
	Iteration 13Q: 3 clusters Score -3.151529e+07 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67820 members 
Mstep: Class 2 contains 199273 members 
Entering Unmasked Estep 
Score: -31516048.000000 Penalty: 6197.694336
	Iteration 14Q: 3 clusters Score -3.151605e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66565 members 
Mstep: Class 2 contains 200528 members 
Entering Unmasked Estep 
Score: -31516228.000000 Penalty: 6197.694336
	Iteration 15Q: 3 clusters Score -3.151623e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65633 members 
Mstep: Class 2 contains 201460 members 
Entering Unmasked Estep 
Score: -31516332.000000 Penalty: 6197.694336
	Iteration 16Q: 3 clusters Score -3.151633e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64948 members 
Mstep: Class 2 contains 202145 members 
Entering Unmasked Estep 
Score: -31516376.000000 Penalty: 6197.694336
	Iteration 17Q: 3 clusters Score -3.151638e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64428 members 
Mstep: Class 2 contains 202665 members 
Entering Unmasked Estep 
Score: -31516426.000000 Penalty: 6197.694336
	Iteration 18Q: 3 clusters Score -3.151643e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64046 members 
Mstep: Class 2 contains 203047 members 
Entering Unmasked Estep 
Score: -31516438.000000 Penalty: 6197.694336
	Iteration 19Q: 3 clusters Score -3.151644e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63788 members 
Mstep: Class 2 contains 203305 members 
Entering Unmasked Estep 
Score: -31516444.000000 Penalty: 6197.694336
	Iteration 20F: 3 clusters Score -3.151644e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63617 members 
Mstep: Class 2 contains 203476 members 
Entering Unmasked Estep 
Score: -31516434.000000 Penalty: 6197.694336
	Iteration 21Q: 3 clusters Score -3.151643e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63486 members 
Mstep: Class 2 contains 203607 members 
Entering Unmasked Estep 
Score: -31516478.000000 Penalty: 6197.694336
	Iteration 22Q: 3 clusters Score -3.151648e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63392 members 
Mstep: Class 2 contains 203701 members 
Entering Unmasked Estep 
Score: -31516440.000000 Penalty: 6197.694336
	Iteration 23Q: 3 clusters Score -3.151644e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63315 members 
Mstep: Class 2 contains 203778 members 
Entering Unmasked Estep 
Score: -31516466.000000 Penalty: 6197.694336
	Iteration 24Q: 3 clusters Score -3.151647e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63246 members 
Mstep: Class 2 contains 203847 members 
Entering Unmasked Estep 
Score: -31516438.000000 Penalty: 6197.694336
	Iteration 25Q: 3 clusters Score -3.151644e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63185 members 
Mstep: Class 2 contains 203908 members 
Entering Unmasked Estep 
Score: -31516466.000000 Penalty: 6197.694336
	Iteration 26Q: 3 clusters Score -3.151647e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63132 members 
Mstep: Class 2 contains 203961 members 
Entering Unmasked Estep 
Score: -31516468.000000 Penalty: 6197.694336
	Iteration 27Q: 3 clusters Score -3.151647e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63083 members 
Mstep: Class 2 contains 204010 members 
Entering Unmasked Estep 
Score: -31516468.000000 Penalty: 6197.694336
	Iteration 28Q: 3 clusters Score -3.151647e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63045 members 
Mstep: Class 2 contains 204048 members 
Entering Unmasked Estep 
Score: -31516476.000000 Penalty: 6197.694336
	Iteration 29Q: 3 clusters Score -3.151648e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63013 members 
Mstep: Class 2 contains 204080 members 
Entering Unmasked Estep 
Score: -31516474.000000 Penalty: 6197.694336
	Iteration 30Q: 3 clusters Score -3.151647e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62982 members 
Mstep: Class 2 contains 204111 members 
Entering Unmasked Estep 
Score: -31516474.000000 Penalty: 6197.694336
	Iteration 31Q: 3 clusters Score -3.151647e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62955 members 
Mstep: Class 2 contains 204138 members 
Entering Unmasked Estep 
Score: -31516488.000000 Penalty: 6197.694336
	Iteration 32Q: 3 clusters Score -3.151649e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62932 members 
Mstep: Class 2 contains 204161 members 
Entering Unmasked Estep 
Score: -31516462.000000 Penalty: 6197.694336
	Iteration 33Q: 3 clusters Score -3.151646e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62919 members 
Mstep: Class 2 contains 204174 members 
Entering Unmasked Estep 
Score: -31516486.000000 Penalty: 6197.694336
	Iteration 34Q: 3 clusters Score -3.151649e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62908 members 
Mstep: Class 2 contains 204185 members 
Entering Unmasked Estep 
Score: -31516476.000000 Penalty: 6197.694336
	Iteration 35Q: 3 clusters Score -3.151648e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62901 members 
Mstep: Class 2 contains 204192 members 
Entering Unmasked Estep 
Score: -31516486.000000 Penalty: 6197.694336
	Iteration 36Q: 3 clusters Score -3.151649e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62896 members 
Mstep: Class 2 contains 204197 members 
Entering Unmasked Estep 
Score: -31516490.000000 Penalty: 6197.694336
	Iteration 37Q: 3 clusters Score -3.151649e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62892 members 
Mstep: Class 2 contains 204201 members 
Entering Unmasked Estep 
Score: -31516490.000000 Penalty: 6197.694336
	Iteration 38Q: 3 clusters Score -3.151649e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62889 members 
Mstep: Class 2 contains 204204 members 
Entering Unmasked Estep 
Score: -31516490.000000 Penalty: 6197.694336
	Iteration 39Q: 3 clusters Score -3.151649e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62889 members 
Mstep: Class 2 contains 204204 members 
Entering Unmasked Estep 
Score: -31516490.000000 Penalty: 6197.694336
	Iteration 40F: 3 clusters Score -3.151649e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 518 members 
Mstep: Class 3 contains 212557 members 
Mstep: Class 4 contains 9739 members 
Mstep: Class 5 contains 106009 members 
Mstep: Class 6 contains 7409 members 
Mstep: Class 7 contains 11597 members 
Mstep: Class 8 contains 18515 members 
Mstep: Class 9 contains 5495 members 
Mstep: Class 10 contains 43348 members 
Mstep: Class 11 contains 9622 members 
Mstep: Class 12 contains 18047 members 
Mstep: Class 13 contains 5290 members 
Mstep: Class 14 contains 2354 members 
Mstep: Class 15 contains 9561 members 
Mstep: Class 16 contains 49723 members 
Mstep: Class 17 contains 9737 members 
Mstep: Class 18 contains 1187 members 
Mstep: Class 19 contains 14862 members 
Mstep: Class 20 contains 149224 members 
Mstep: Class 21 contains 62889 members 
Mstep: Class 22 contains 1611 members 
Mstep: Class 23 contains 901 members 
Mstep: Class 24 contains 237443 members 
Mstep: Class 25 contains 1696 members 
Mstep: Class 26 contains 4112 members 
Mstep: Class 27 contains 99740 members 
Mstep: Class 28 contains 27555 members 
Mstep: Class 29 contains 2249 members 
Mstep: Class 30 contains 24125 members 
Mstep: Class 31 contains 3902 members 
Mstep: Class 32 contains 903 members 
Mstep: Class 33 contains 2093 members 
Mstep: Class 34 contains 204204 members 
Entering Unmasked Estep 
Score: -155567152.000000 Penalty: 119086.632812
Splitting cluster 21 changes total score from -155494224.000000 to -155567152.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 22 (1611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Entering Unmasked Estep 
Score: -175058.265625 Penalty: 1831.383301
	Iteration 0F: 2 clusters Score -175058.3 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 808 members 
Entering Unmasked Estep 
Score: -172709.875000 Penalty: 3662.766602
	Iteration 0F: 3 clusters Score -172709.9 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -173175.671875 Penalty: 3662.766602
	Iteration 1F: 3 clusters Score -173175.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -173398.421875 Penalty: 3662.766602
	Iteration 2F: 3 clusters Score -173398.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -173633.406250 Penalty: 3662.766602
	Iteration 3F: 3 clusters Score -173633.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -173812.625000 Penalty: 3662.766602
	Iteration 4F: 3 clusters Score -173812.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -173961.156250 Penalty: 3662.766602
	Iteration 5F: 3 clusters Score -173961.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -174106.781250 Penalty: 3662.766602
	Iteration 6F: 3 clusters Score -174106.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -174237.265625 Penalty: 3662.766602
	Iteration 7F: 3 clusters Score -174237.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -174352.359375 Penalty: 3662.766602
	Iteration 8F: 3 clusters Score -174352.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -174440.937500 Penalty: 3662.766602
	Iteration 9Q: 3 clusters Score -174440.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -174499.875000 Penalty: 3662.766602
	Iteration 10Q: 3 clusters Score -174499.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -174565.531250 Penalty: 3662.766602
	Iteration 11Q: 3 clusters Score -174565.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -174639.812500 Penalty: 3662.766602
	Iteration 12Q: 3 clusters Score -174639.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -174752.296875 Penalty: 3662.766602
	Iteration 13Q: 3 clusters Score -174752.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -174825.281250 Penalty: 3662.766602
	Iteration 14Q: 3 clusters Score -174825.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -174849.515625 Penalty: 3662.766602
	Iteration 15Q: 3 clusters Score -174849.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -174860.953125 Penalty: 3662.766602
	Iteration 16Q: 3 clusters Score -174861 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -174863.625000 Penalty: 3662.766602
	Iteration 17Q: 3 clusters Score -174863.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -174864.609375 Penalty: 3662.766602
	Iteration 18Q: 3 clusters Score -174864.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -174864.968750 Penalty: 3662.766602
	Iteration 19Q: 3 clusters Score -174865 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -174864.968750 Penalty: 3662.766602
	Iteration 20F: 3 clusters Score -174865 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 518 members 
Mstep: Class 3 contains 212557 members 
Mstep: Class 4 contains 9739 members 
Mstep: Class 5 contains 106009 members 
Mstep: Class 6 contains 7409 members 
Mstep: Class 8 contains 18515 members 
Mstep: Class 9 contains 5495 members 
Mstep: Class 10 contains 43348 members 
Mstep: Class 11 contains 9622 members 
Mstep: Class 12 contains 18047 members 
Mstep: Class 13 contains 5290 members 
Mstep: Class 14 contains 2354 members 
Mstep: Class 15 contains 9561 members 
Mstep: Class 16 contains 49723 members 
Mstep: Class 17 contains 9737 members 
Mstep: Class 18 contains 1187 members 
Mstep: Class 19 contains 14862 members 
Mstep: Class 20 contains 149224 members 
Mstep: Class 21 contains 62889 members 
Mstep: Class 22 contains 1611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155589104.000000 Penalty: 119086.632812
Iteration 39Q: 35 clusters Score -1.555891e+08 nChanged 35754
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 763 members 
Mstep: Class 3 contains 212624 members 
Mstep: Class 4 contains 10732 members 
Mstep: Class 5 contains 105856 members 
Mstep: Class 6 contains 7738 members 
Mstep: Class 7 contains 11531 members 
Mstep: Class 8 contains 18877 members 
Mstep: Class 9 contains 5877 members 
Mstep: Class 10 contains 43434 members 
Mstep: Class 11 contains 9673 members 
Mstep: Class 12 contains 19841 members 
Mstep: Class 13 contains 5674 members 
Mstep: Class 14 contains 2576 members 
Mstep: Class 15 contains 9671 members 
Mstep: Class 16 contains 49627 members 
Mstep: Class 17 contains 9889 members 
Mstep: Class 18 contains 1188 members 
Mstep: Class 19 contains 15224 members 
Mstep: Class 20 contains 151442 members 
Mstep: Class 21 contains 67898 members 
Mstep: Class 22 contains 1562 members 
Mstep: Class 23 contains 885 members 
Mstep: Class 24 contains 234623 members 
Mstep: Class 25 contains 1596 members 
Mstep: Class 26 contains 3978 members 
Mstep: Class 27 contains 93596 members 
Mstep: Class 28 contains 27637 members 
Mstep: Class 29 contains 2195 members 
Mstep: Class 30 contains 22680 members 
Mstep: Class 31 contains 3848 members 
Mstep: Class 32 contains 951 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 202127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155607072.000000 Penalty: 119086.632812
Iteration 40F: 35 clusters Score -1.556071e+08 nChanged 28530
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 862 members 
Mstep: Class 3 contains 212102 members 
Mstep: Class 4 contains 11279 members 
Mstep: Class 5 contains 105549 members 
Mstep: Class 6 contains 7917 members 
Mstep: Class 7 contains 11497 members 
Mstep: Class 8 contains 18936 members 
Mstep: Class 9 contains 6110 members 
Mstep: Class 10 contains 43365 members 
Mstep: Class 11 contains 9512 members 
Mstep: Class 12 contains 21017 members 
Mstep: Class 13 contains 5489 members 
Mstep: Class 14 contains 2721 members 
Mstep: Class 15 contains 9560 members 
Mstep: Class 16 contains 49303 members 
Mstep: Class 17 contains 9815 members 
Mstep: Class 18 contains 1183 members 
Mstep: Class 19 contains 14462 members 
Mstep: Class 20 contains 147444 members 
Mstep: Class 21 contains 68688 members 
Mstep: Class 22 contains 1534 members 
Mstep: Class 23 contains 974 members 
Mstep: Class 24 contains 235658 members 
Mstep: Class 25 contains 1617 members 
Mstep: Class 26 contains 4030 members 
Mstep: Class 27 contains 92204 members 
Mstep: Class 28 contains 27501 members 
Mstep: Class 29 contains 2303 members 
Mstep: Class 30 contains 22847 members 
Mstep: Class 31 contains 3841 members 
Mstep: Class 32 contains 1029 members 
Mstep: Class 33 contains 2261 members 
Mstep: Class 34 contains 205055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155616112.000000 Penalty: 119086.632812
Iteration 41Q: 35 clusters Score -1.556161e+08 nChanged 17187
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 896 members 
Mstep: Class 3 contains 211746 members 
Mstep: Class 4 contains 11653 members 
Mstep: Class 5 contains 105221 members 
Mstep: Class 6 contains 8181 members 
Mstep: Class 7 contains 11464 members 
Mstep: Class 8 contains 19005 members 
Mstep: Class 9 contains 6281 members 
Mstep: Class 10 contains 43326 members 
Mstep: Class 11 contains 9456 members 
Mstep: Class 12 contains 22327 members 
Mstep: Class 13 contains 5408 members 
Mstep: Class 14 contains 2861 members 
Mstep: Class 15 contains 9480 members 
Mstep: Class 16 contains 49054 members 
Mstep: Class 17 contains 9832 members 
Mstep: Class 18 contains 1181 members 
Mstep: Class 19 contains 14193 members 
Mstep: Class 20 contains 143896 members 
Mstep: Class 21 contains 69397 members 
Mstep: Class 22 contains 1530 members 
Mstep: Class 23 contains 1047 members 
Mstep: Class 24 contains 236135 members 
Mstep: Class 25 contains 1631 members 
Mstep: Class 26 contains 4028 members 
Mstep: Class 27 contains 90897 members 
Mstep: Class 28 contains 27352 members 
Mstep: Class 29 contains 2372 members 
Mstep: Class 30 contains 22671 members 
Mstep: Class 31 contains 3847 members 
Mstep: Class 32 contains 1079 members 
Mstep: Class 33 contains 2401 members 
Mstep: Class 34 contains 207745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155621296.000000 Penalty: 119086.632812
Iteration 42Q: 35 clusters Score -1.556213e+08 nChanged 13428
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 912 members 
Mstep: Class 3 contains 211478 members 
Mstep: Class 4 contains 11908 members 
Mstep: Class 5 contains 104906 members 
Mstep: Class 6 contains 8513 members 
Mstep: Class 7 contains 11434 members 
Mstep: Class 8 contains 19100 members 
Mstep: Class 9 contains 6398 members 
Mstep: Class 10 contains 43281 members 
Mstep: Class 11 contains 9428 members 
Mstep: Class 12 contains 23567 members 
Mstep: Class 13 contains 5363 members 
Mstep: Class 14 contains 2964 members 
Mstep: Class 15 contains 9426 members 
Mstep: Class 16 contains 48885 members 
Mstep: Class 17 contains 9872 members 
Mstep: Class 18 contains 1181 members 
Mstep: Class 19 contains 14091 members 
Mstep: Class 20 contains 140637 members 
Mstep: Class 21 contains 70029 members 
Mstep: Class 22 contains 1521 members 
Mstep: Class 23 contains 1116 members 
Mstep: Class 24 contains 236324 members 
Mstep: Class 25 contains 1622 members 
Mstep: Class 26 contains 4016 members 
Mstep: Class 27 contains 89569 members 
Mstep: Class 28 contains 27197 members 
Mstep: Class 29 contains 2423 members 
Mstep: Class 30 contains 22340 members 
Mstep: Class 31 contains 3862 members 
Mstep: Class 32 contains 1124 members 
Mstep: Class 33 contains 2497 members 
Mstep: Class 34 contains 210519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155625056.000000 Penalty: 119086.632812
Iteration 43Q: 35 clusters Score -1.556251e+08 nChanged 11415
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 924 members 
Mstep: Class 3 contains 211285 members 
Mstep: Class 4 contains 12045 members 
Mstep: Class 5 contains 104562 members 
Mstep: Class 6 contains 8874 members 
Mstep: Class 7 contains 11418 members 
Mstep: Class 8 contains 19182 members 
Mstep: Class 9 contains 6520 members 
Mstep: Class 10 contains 43227 members 
Mstep: Class 11 contains 9375 members 
Mstep: Class 12 contains 24854 members 
Mstep: Class 13 contains 5336 members 
Mstep: Class 14 contains 3050 members 
Mstep: Class 15 contains 9389 members 
Mstep: Class 16 contains 48727 members 
Mstep: Class 17 contains 9920 members 
Mstep: Class 18 contains 1183 members 
Mstep: Class 19 contains 14112 members 
Mstep: Class 20 contains 137637 members 
Mstep: Class 21 contains 70620 members 
Mstep: Class 22 contains 1518 members 
Mstep: Class 23 contains 1164 members 
Mstep: Class 24 contains 236220 members 
Mstep: Class 25 contains 1613 members 
Mstep: Class 26 contains 4009 members 
Mstep: Class 27 contains 88235 members 
Mstep: Class 28 contains 27070 members 
Mstep: Class 29 contains 2482 members 
Mstep: Class 30 contains 21990 members 
Mstep: Class 31 contains 3872 members 
Mstep: Class 32 contains 1167 members 
Mstep: Class 33 contains 2576 members 
Mstep: Class 34 contains 213270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155627648.000000 Penalty: 119086.632812
Iteration 44Q: 35 clusters Score -1.556276e+08 nChanged 10053
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 933 members 
Mstep: Class 3 contains 211140 members 
Mstep: Class 4 contains 12166 members 
Mstep: Class 5 contains 104169 members 
Mstep: Class 6 contains 9257 members 
Mstep: Class 7 contains 11396 members 
Mstep: Class 8 contains 19268 members 
Mstep: Class 9 contains 6623 members 
Mstep: Class 10 contains 43166 members 
Mstep: Class 11 contains 9335 members 
Mstep: Class 12 contains 26097 members 
Mstep: Class 13 contains 5314 members 
Mstep: Class 14 contains 3111 members 
Mstep: Class 15 contains 9369 members 
Mstep: Class 16 contains 48613 members 
Mstep: Class 17 contains 9954 members 
Mstep: Class 18 contains 1184 members 
Mstep: Class 19 contains 14272 members 
Mstep: Class 20 contains 134918 members 
Mstep: Class 21 contains 71120 members 
Mstep: Class 22 contains 1517 members 
Mstep: Class 23 contains 1206 members 
Mstep: Class 24 contains 235942 members 
Mstep: Class 25 contains 1593 members 
Mstep: Class 26 contains 4000 members 
Mstep: Class 27 contains 87007 members 
Mstep: Class 28 contains 26945 members 
Mstep: Class 29 contains 2527 members 
Mstep: Class 30 contains 21516 members 
Mstep: Class 31 contains 3879 members 
Mstep: Class 32 contains 1228 members 
Mstep: Class 33 contains 2655 members 
Mstep: Class 34 contains 215942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155630544.000000 Penalty: 119086.632812
Iteration 45Q: 35 clusters Score -1.556305e+08 nChanged 8944
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 935 members 
Mstep: Class 3 contains 211045 members 
Mstep: Class 4 contains 12250 members 
Mstep: Class 5 contains 103745 members 
Mstep: Class 6 contains 9625 members 
Mstep: Class 7 contains 11385 members 
Mstep: Class 8 contains 19345 members 
Mstep: Class 9 contains 6724 members 
Mstep: Class 10 contains 43109 members 
Mstep: Class 11 contains 9289 members 
Mstep: Class 12 contains 27324 members 
Mstep: Class 13 contains 5275 members 
Mstep: Class 14 contains 3165 members 
Mstep: Class 15 contains 9341 members 
Mstep: Class 16 contains 48494 members 
Mstep: Class 17 contains 10004 members 
Mstep: Class 18 contains 1184 members 
Mstep: Class 19 contains 14537 members 
Mstep: Class 20 contains 132594 members 
Mstep: Class 21 contains 71556 members 
Mstep: Class 22 contains 1517 members 
Mstep: Class 23 contains 1239 members 
Mstep: Class 24 contains 235551 members 
Mstep: Class 25 contains 1575 members 
Mstep: Class 26 contains 3993 members 
Mstep: Class 27 contains 85764 members 
Mstep: Class 28 contains 26837 members 
Mstep: Class 29 contains 2582 members 
Mstep: Class 30 contains 21042 members 
Mstep: Class 31 contains 3886 members 
Mstep: Class 32 contains 1284 members 
Mstep: Class 33 contains 2725 members 
Mstep: Class 34 contains 218374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155632368.000000 Penalty: 119086.632812
Iteration 46Q: 35 clusters Score -1.556324e+08 nChanged 8129
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 939 members 
Mstep: Class 3 contains 210995 members 
Mstep: Class 4 contains 12317 members 
Mstep: Class 5 contains 103340 members 
Mstep: Class 6 contains 9984 members 
Mstep: Class 7 contains 11379 members 
Mstep: Class 8 contains 19397 members 
Mstep: Class 9 contains 6820 members 
Mstep: Class 10 contains 43076 members 
Mstep: Class 11 contains 9247 members 
Mstep: Class 12 contains 28465 members 
Mstep: Class 13 contains 5241 members 
Mstep: Class 14 contains 3214 members 
Mstep: Class 15 contains 9298 members 
Mstep: Class 16 contains 48391 members 
Mstep: Class 17 contains 10039 members 
Mstep: Class 18 contains 1183 members 
Mstep: Class 19 contains 14768 members 
Mstep: Class 20 contains 130576 members 
Mstep: Class 21 contains 71976 members 
Mstep: Class 22 contains 1517 members 
Mstep: Class 23 contains 1278 members 
Mstep: Class 24 contains 235049 members 
Mstep: Class 25 contains 1558 members 
Mstep: Class 26 contains 3986 members 
Mstep: Class 27 contains 84598 members 
Mstep: Class 28 contains 26746 members 
Mstep: Class 29 contains 2634 members 
Mstep: Class 30 contains 20568 members 
Mstep: Class 31 contains 3886 members 
Mstep: Class 32 contains 1330 members 
Mstep: Class 33 contains 2798 members 
Mstep: Class 34 contains 220645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155633232.000000 Penalty: 119086.632812
Iteration 47Q: 35 clusters Score -1.556332e+08 nChanged 7517
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 945 members 
Mstep: Class 3 contains 210990 members 
Mstep: Class 4 contains 12374 members 
Mstep: Class 5 contains 102896 members 
Mstep: Class 6 contains 10349 members 
Mstep: Class 7 contains 11370 members 
Mstep: Class 8 contains 19454 members 
Mstep: Class 9 contains 6876 members 
Mstep: Class 10 contains 43054 members 
Mstep: Class 11 contains 9190 members 
Mstep: Class 12 contains 29509 members 
Mstep: Class 13 contains 5215 members 
Mstep: Class 14 contains 3254 members 
Mstep: Class 15 contains 9268 members 
Mstep: Class 16 contains 48321 members 
Mstep: Class 17 contains 10059 members 
Mstep: Class 18 contains 1183 members 
Mstep: Class 19 contains 15078 members 
Mstep: Class 20 contains 128721 members 
Mstep: Class 21 contains 72361 members 
Mstep: Class 22 contains 1516 members 
Mstep: Class 23 contains 1304 members 
Mstep: Class 24 contains 234521 members 
Mstep: Class 25 contains 1559 members 
Mstep: Class 26 contains 3984 members 
Mstep: Class 27 contains 83482 members 
Mstep: Class 28 contains 26648 members 
Mstep: Class 29 contains 2682 members 
Mstep: Class 30 contains 20088 members 
Mstep: Class 31 contains 3886 members 
Mstep: Class 32 contains 1375 members 
Mstep: Class 33 contains 2844 members 
Mstep: Class 34 contains 222825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155635280.000000 Penalty: 119086.632812
Iteration 48Q: 35 clusters Score -1.556353e+08 nChanged 6785
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 210975 members 
Mstep: Class 4 contains 12415 members 
Mstep: Class 5 contains 102525 members 
Mstep: Class 6 contains 10714 members 
Mstep: Class 7 contains 11365 members 
Mstep: Class 8 contains 19502 members 
Mstep: Class 9 contains 6916 members 
Mstep: Class 10 contains 43038 members 
Mstep: Class 11 contains 9148 members 
Mstep: Class 12 contains 30494 members 
Mstep: Class 13 contains 5186 members 
Mstep: Class 14 contains 3290 members 
Mstep: Class 15 contains 9234 members 
Mstep: Class 16 contains 48281 members 
Mstep: Class 17 contains 10064 members 
Mstep: Class 18 contains 1183 members 
Mstep: Class 19 contains 15373 members 
Mstep: Class 20 contains 127125 members 
Mstep: Class 21 contains 72702 members 
Mstep: Class 22 contains 1515 members 
Mstep: Class 23 contains 1311 members 
Mstep: Class 24 contains 233973 members 
Mstep: Class 25 contains 1549 members 
Mstep: Class 26 contains 3985 members 
Mstep: Class 27 contains 82370 members 
Mstep: Class 28 contains 26568 members 
Mstep: Class 29 contains 2719 members 
Mstep: Class 30 contains 19644 members 
Mstep: Class 31 contains 3888 members 
Mstep: Class 32 contains 1414 members 
Mstep: Class 33 contains 2890 members 
Mstep: Class 34 contains 224846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155636064.000000 Penalty: 119086.632812
Iteration 49Q: 35 clusters Score -1.556361e+08 nChanged 6003
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 944 members 
Mstep: Class 3 contains 210963 members 
Mstep: Class 4 contains 12450 members 
Mstep: Class 5 contains 102159 members 
Mstep: Class 6 contains 11048 members 
Mstep: Class 7 contains 11360 members 
Mstep: Class 8 contains 19533 members 
Mstep: Class 9 contains 6938 members 
Mstep: Class 10 contains 43020 members 
Mstep: Class 11 contains 9115 members 
Mstep: Class 12 contains 31386 members 
Mstep: Class 13 contains 5169 members 
Mstep: Class 14 contains 3311 members 
Mstep: Class 15 contains 9235 members 
Mstep: Class 16 contains 48238 members 
Mstep: Class 17 contains 10068 members 
Mstep: Class 18 contains 1183 members 
Mstep: Class 19 contains 15681 members 
Mstep: Class 20 contains 125810 members 
Mstep: Class 21 contains 73011 members 
Mstep: Class 22 contains 1514 members 
Mstep: Class 23 contains 1312 members 
Mstep: Class 24 contains 233527 members 
Mstep: Class 25 contains 1548 members 
Mstep: Class 26 contains 3980 members 
Mstep: Class 27 contains 81267 members 
Mstep: Class 28 contains 26481 members 
Mstep: Class 29 contains 2771 members 
Mstep: Class 30 contains 19268 members 
Mstep: Class 31 contains 3889 members 
Mstep: Class 32 contains 1443 members 
Mstep: Class 33 contains 2925 members 
Mstep: Class 34 contains 226575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155636560.000000 Penalty: 119086.632812
Iteration 50Q: 35 clusters Score -1.556366e+08 nChanged 5272
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 947 members 
Mstep: Class 3 contains 210951 members 
Mstep: Class 4 contains 12471 members 
Mstep: Class 5 contains 101802 members 
Mstep: Class 6 contains 11381 members 
Mstep: Class 7 contains 11356 members 
Mstep: Class 8 contains 19566 members 
Mstep: Class 9 contains 6970 members 
Mstep: Class 10 contains 43022 members 
Mstep: Class 11 contains 9079 members 
Mstep: Class 12 contains 32141 members 
Mstep: Class 13 contains 5161 members 
Mstep: Class 14 contains 3342 members 
Mstep: Class 15 contains 9238 members 
Mstep: Class 16 contains 48195 members 
Mstep: Class 17 contains 10077 members 
Mstep: Class 18 contains 1183 members 
Mstep: Class 19 contains 15994 members 
Mstep: Class 20 contains 124737 members 
Mstep: Class 21 contains 73285 members 
Mstep: Class 22 contains 1513 members 
Mstep: Class 23 contains 1315 members 
Mstep: Class 24 contains 233090 members 
Mstep: Class 25 contains 1553 members 
Mstep: Class 26 contains 3976 members 
Mstep: Class 27 contains 80228 members 
Mstep: Class 28 contains 26384 members 
Mstep: Class 29 contains 2817 members 
Mstep: Class 30 contains 18931 members 
Mstep: Class 31 contains 3887 members 
Mstep: Class 32 contains 1462 members 
Mstep: Class 33 contains 2966 members 
Mstep: Class 34 contains 228083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155637936.000000 Penalty: 119086.632812
Iteration 51Q: 35 clusters Score -1.556379e+08 nChanged 4839
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 947 members 
Mstep: Class 3 contains 210981 members 
Mstep: Class 4 contains 12486 members 
Mstep: Class 5 contains 101392 members 
Mstep: Class 6 contains 11692 members 
Mstep: Class 7 contains 11352 members 
Mstep: Class 8 contains 19592 members 
Mstep: Class 9 contains 7014 members 
Mstep: Class 10 contains 43016 members 
Mstep: Class 11 contains 9051 members 
Mstep: Class 12 contains 32851 members 
Mstep: Class 13 contains 5146 members 
Mstep: Class 14 contains 3365 members 
Mstep: Class 15 contains 9235 members 
Mstep: Class 16 contains 48143 members 
Mstep: Class 17 contains 10095 members 
Mstep: Class 18 contains 1183 members 
Mstep: Class 19 contains 16359 members 
Mstep: Class 20 contains 123801 members 
Mstep: Class 21 contains 73506 members 
Mstep: Class 22 contains 1512 members 
Mstep: Class 23 contains 1317 members 
Mstep: Class 24 contains 232722 members 
Mstep: Class 25 contains 1543 members 
Mstep: Class 26 contains 3980 members 
Mstep: Class 27 contains 79294 members 
Mstep: Class 28 contains 26305 members 
Mstep: Class 29 contains 2855 members 
Mstep: Class 30 contains 18577 members 
Mstep: Class 31 contains 3886 members 
Mstep: Class 32 contains 1487 members 
Mstep: Class 33 contains 3003 members 
Mstep: Class 34 contains 229409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155638400.000000 Penalty: 119086.632812
Iteration 52Q: 35 clusters Score -1.556384e+08 nChanged 4243
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 947 members 
Mstep: Class 3 contains 211036 members 
Mstep: Class 4 contains 12495 members 
Mstep: Class 5 contains 100990 members 
Mstep: Class 6 contains 11963 members 
Mstep: Class 7 contains 11350 members 
Mstep: Class 8 contains 19627 members 
Mstep: Class 9 contains 7049 members 
Mstep: Class 10 contains 43017 members 
Mstep: Class 11 contains 9024 members 
Mstep: Class 12 contains 33458 members 
Mstep: Class 13 contains 5132 members 
Mstep: Class 14 contains 3390 members 
Mstep: Class 15 contains 9220 members 
Mstep: Class 16 contains 48110 members 
Mstep: Class 17 contains 10121 members 
Mstep: Class 18 contains 1183 members 
Mstep: Class 19 contains 16713 members 
Mstep: Class 20 contains 123030 members 
Mstep: Class 21 contains 73722 members 
Mstep: Class 22 contains 1511 members 
Mstep: Class 23 contains 1320 members 
Mstep: Class 24 contains 232375 members 
Mstep: Class 25 contains 1534 members 
Mstep: Class 26 contains 3983 members 
Mstep: Class 27 contains 78473 members 
Mstep: Class 28 contains 26246 members 
Mstep: Class 29 contains 2885 members 
Mstep: Class 30 contains 18251 members 
Mstep: Class 31 contains 3885 members 
Mstep: Class 32 contains 1504 members 
Mstep: Class 33 contains 3053 members 
Mstep: Class 34 contains 230494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155638560.000000 Penalty: 119086.632812
Iteration 53Q: 35 clusters Score -1.556386e+08 nChanged 3844
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 948 members 
Mstep: Class 3 contains 211094 members 
Mstep: Class 4 contains 12502 members 
Mstep: Class 5 contains 100595 members 
Mstep: Class 6 contains 12215 members 
Mstep: Class 7 contains 11349 members 
Mstep: Class 8 contains 19664 members 
Mstep: Class 9 contains 7083 members 
Mstep: Class 10 contains 43019 members 
Mstep: Class 11 contains 9000 members 
Mstep: Class 12 contains 33941 members 
Mstep: Class 13 contains 5116 members 
Mstep: Class 14 contains 3416 members 
Mstep: Class 15 contains 9205 members 
Mstep: Class 16 contains 48085 members 
Mstep: Class 17 contains 10132 members 
Mstep: Class 18 contains 1183 members 
Mstep: Class 19 contains 17079 members 
Mstep: Class 20 contains 122365 members 
Mstep: Class 21 contains 73907 members 
Mstep: Class 22 contains 1511 members 
Mstep: Class 23 contains 1322 members 
Mstep: Class 24 contains 232076 members 
Mstep: Class 25 contains 1518 members 
Mstep: Class 26 contains 3987 members 
Mstep: Class 27 contains 77759 members 
Mstep: Class 28 contains 26197 members 
Mstep: Class 29 contains 2910 members 
Mstep: Class 30 contains 17921 members 
Mstep: Class 31 contains 3884 members 
Mstep: Class 32 contains 1520 members 
Mstep: Class 33 contains 3118 members 
Mstep: Class 34 contains 231463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155639296.000000 Penalty: 119086.632812
Iteration 54Q: 35 clusters Score -1.556393e+08 nChanged 3503
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 947 members 
Mstep: Class 3 contains 211171 members 
Mstep: Class 4 contains 12506 members 
Mstep: Class 5 contains 100206 members 
Mstep: Class 6 contains 12448 members 
Mstep: Class 7 contains 11347 members 
Mstep: Class 8 contains 19707 members 
Mstep: Class 9 contains 7115 members 
Mstep: Class 10 contains 43023 members 
Mstep: Class 11 contains 8988 members 
Mstep: Class 12 contains 34346 members 
Mstep: Class 13 contains 5097 members 
Mstep: Class 14 contains 3440 members 
Mstep: Class 15 contains 9193 members 
Mstep: Class 16 contains 48060 members 
Mstep: Class 17 contains 10137 members 
Mstep: Class 18 contains 1183 members 
Mstep: Class 19 contains 17429 members 
Mstep: Class 20 contains 121782 members 
Mstep: Class 21 contains 74078 members 
Mstep: Class 22 contains 1513 members 
Mstep: Class 23 contains 1325 members 
Mstep: Class 24 contains 231820 members 
Mstep: Class 25 contains 1505 members 
Mstep: Class 26 contains 3985 members 
Mstep: Class 27 contains 77157 members 
Mstep: Class 28 contains 26136 members 
Mstep: Class 29 contains 2922 members 
Mstep: Class 30 contains 17616 members 
Mstep: Class 31 contains 3888 members 
Mstep: Class 32 contains 1534 members 
Mstep: Class 33 contains 3182 members 
Mstep: Class 34 contains 232292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155639248.000000 Penalty: 119086.632812
Iteration 55Q: 35 clusters Score -1.556392e+08 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 948 members 
Mstep: Class 3 contains 211241 members 
Mstep: Class 4 contains 12513 members 
Mstep: Class 5 contains 99829 members 
Mstep: Class 6 contains 12636 members 
Mstep: Class 7 contains 11346 members 
Mstep: Class 8 contains 19744 members 
Mstep: Class 9 contains 7142 members 
Mstep: Class 10 contains 43043 members 
Mstep: Class 11 contains 8986 members 
Mstep: Class 12 contains 34745 members 
Mstep: Class 13 contains 5090 members 
Mstep: Class 14 contains 3466 members 
Mstep: Class 15 contains 9187 members 
Mstep: Class 16 contains 48037 members 
Mstep: Class 17 contains 10135 members 
Mstep: Class 18 contains 1183 members 
Mstep: Class 19 contains 17761 members 
Mstep: Class 20 contains 121303 members 
Mstep: Class 21 contains 74236 members 
Mstep: Class 22 contains 1513 members 
Mstep: Class 23 contains 1327 members 
Mstep: Class 24 contains 231586 members 
Mstep: Class 25 contains 1497 members 
Mstep: Class 26 contains 3985 members 
Mstep: Class 27 contains 76549 members 
Mstep: Class 28 contains 26094 members 
Mstep: Class 29 contains 2928 members 
Mstep: Class 30 contains 17325 members 
Mstep: Class 31 contains 3889 members 
Mstep: Class 32 contains 1541 members 
Mstep: Class 33 contains 3255 members 
Mstep: Class 34 contains 233014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155638992.000000 Penalty: 119086.632812
Iteration 56Q: 35 clusters Score -1.55639e+08 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 948 members 
Mstep: Class 3 contains 211289 members 
Mstep: Class 4 contains 12522 members 
Mstep: Class 5 contains 99469 members 
Mstep: Class 6 contains 12778 members 
Mstep: Class 7 contains 11344 members 
Mstep: Class 8 contains 19765 members 
Mstep: Class 9 contains 7168 members 
Mstep: Class 10 contains 43063 members 
Mstep: Class 11 contains 8981 members 
Mstep: Class 12 contains 35076 members 
Mstep: Class 13 contains 5083 members 
Mstep: Class 14 contains 3483 members 
Mstep: Class 15 contains 9179 members 
Mstep: Class 16 contains 48015 members 
Mstep: Class 17 contains 10143 members 
Mstep: Class 18 contains 1183 members 
Mstep: Class 19 contains 18092 members 
Mstep: Class 20 contains 120909 members 
Mstep: Class 21 contains 74387 members 
Mstep: Class 22 contains 1512 members 
Mstep: Class 23 contains 1330 members 
Mstep: Class 24 contains 231398 members 
Mstep: Class 25 contains 1493 members 
Mstep: Class 26 contains 3985 members 
Mstep: Class 27 contains 76067 members 
Mstep: Class 28 contains 26057 members 
Mstep: Class 29 contains 2933 members 
Mstep: Class 30 contains 17059 members 
Mstep: Class 31 contains 3889 members 
Mstep: Class 32 contains 1552 members 
Mstep: Class 33 contains 3333 members 
Mstep: Class 34 contains 233584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155638864.000000 Penalty: 119086.632812
Iteration 57Q: 35 clusters Score -1.556389e+08 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 948 members 
Mstep: Class 3 contains 211345 members 
Mstep: Class 4 contains 12531 members 
Mstep: Class 5 contains 99133 members 
Mstep: Class 6 contains 12892 members 
Mstep: Class 7 contains 11340 members 
Mstep: Class 8 contains 19783 members 
Mstep: Class 9 contains 7196 members 
Mstep: Class 10 contains 43102 members 
Mstep: Class 11 contains 8974 members 
Mstep: Class 12 contains 35370 members 
Mstep: Class 13 contains 5081 members 
Mstep: Class 14 contains 3494 members 
Mstep: Class 15 contains 9167 members 
Mstep: Class 16 contains 47992 members 
Mstep: Class 17 contains 10143 members 
Mstep: Class 18 contains 1183 members 
Mstep: Class 19 contains 18436 members 
Mstep: Class 20 contains 120598 members 
Mstep: Class 21 contains 74528 members 
Mstep: Class 22 contains 1514 members 
Mstep: Class 23 contains 1329 members 
Mstep: Class 24 contains 231261 members 
Mstep: Class 25 contains 1488 members 
Mstep: Class 26 contains 3988 members 
Mstep: Class 27 contains 75629 members 
Mstep: Class 28 contains 26022 members 
Mstep: Class 29 contains 2937 members 
Mstep: Class 30 contains 16789 members 
Mstep: Class 31 contains 3890 members 
Mstep: Class 32 contains 1559 members 
Mstep: Class 33 contains 3406 members 
Mstep: Class 34 contains 234019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155638880.000000 Penalty: 119086.632812
Iteration 58Q: 35 clusters Score -1.556389e+08 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 948 members 
Mstep: Class 3 contains 211418 members 
Mstep: Class 4 contains 12535 members 
Mstep: Class 5 contains 98777 members 
Mstep: Class 6 contains 12991 members 
Mstep: Class 7 contains 11339 members 
Mstep: Class 8 contains 19792 members 
Mstep: Class 9 contains 7217 members 
Mstep: Class 10 contains 43143 members 
Mstep: Class 11 contains 8976 members 
Mstep: Class 12 contains 35612 members 
Mstep: Class 13 contains 5078 members 
Mstep: Class 14 contains 3506 members 
Mstep: Class 15 contains 9159 members 
Mstep: Class 16 contains 47971 members 
Mstep: Class 17 contains 10147 members 
Mstep: Class 18 contains 1183 members 
Mstep: Class 19 contains 18801 members 
Mstep: Class 20 contains 120308 members 
Mstep: Class 21 contains 74620 members 
Mstep: Class 22 contains 1513 members 
Mstep: Class 23 contains 1328 members 
Mstep: Class 24 contains 231171 members 
Mstep: Class 25 contains 1483 members 
Mstep: Class 26 contains 3988 members 
Mstep: Class 27 contains 75246 members 
Mstep: Class 28 contains 25996 members 
Mstep: Class 29 contains 2938 members 
Mstep: Class 30 contains 16535 members 
Mstep: Class 31 contains 3890 members 
Mstep: Class 32 contains 1564 members 
Mstep: Class 33 contains 3465 members 
Mstep: Class 34 contains 234428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155639008.000000 Penalty: 119086.632812
Iteration 59Q: 35 clusters Score -1.55639e+08 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 948 members 
Mstep: Class 3 contains 211483 members 
Mstep: Class 4 contains 12543 members 
Mstep: Class 5 contains 98461 members 
Mstep: Class 6 contains 13055 members 
Mstep: Class 7 contains 11339 members 
Mstep: Class 8 contains 19796 members 
Mstep: Class 9 contains 7229 members 
Mstep: Class 10 contains 43190 members 
Mstep: Class 11 contains 8972 members 
Mstep: Class 12 contains 35829 members 
Mstep: Class 13 contains 5068 members 
Mstep: Class 14 contains 3517 members 
Mstep: Class 15 contains 9153 members 
Mstep: Class 16 contains 47960 members 
Mstep: Class 17 contains 10157 members 
Mstep: Class 18 contains 1182 members 
Mstep: Class 19 contains 19159 members 
Mstep: Class 20 contains 120078 members 
Mstep: Class 21 contains 74702 members 
Mstep: Class 22 contains 1514 members 
Mstep: Class 23 contains 1328 members 
Mstep: Class 24 contains 231096 members 
Mstep: Class 25 contains 1484 members 
Mstep: Class 26 contains 3988 members 
Mstep: Class 27 contains 74878 members 
Mstep: Class 28 contains 25979 members 
Mstep: Class 29 contains 2938 members 
Mstep: Class 30 contains 16256 members 
Mstep: Class 31 contains 3890 members 
Mstep: Class 32 contains 1572 members 
Mstep: Class 33 contains 3513 members 
Mstep: Class 34 contains 234809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155639696.000000 Penalty: 119086.632812
Iteration 60F: 35 clusters Score -1.556397e+08 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 949 members 
Mstep: Class 3 contains 211528 members 
Mstep: Class 4 contains 12549 members 
Mstep: Class 5 contains 98138 members 
Mstep: Class 6 contains 13301 members 
Mstep: Class 7 contains 11338 members 
Mstep: Class 8 contains 19808 members 
Mstep: Class 9 contains 7245 members 
Mstep: Class 10 contains 43219 members 
Mstep: Class 11 contains 8899 members 
Mstep: Class 12 contains 35985 members 
Mstep: Class 13 contains 5067 members 
Mstep: Class 14 contains 3522 members 
Mstep: Class 15 contains 9148 members 
Mstep: Class 16 contains 47948 members 
Mstep: Class 17 contains 10173 members 
Mstep: Class 18 contains 1181 members 
Mstep: Class 19 contains 19547 members 
Mstep: Class 20 contains 119897 members 
Mstep: Class 21 contains 74773 members 
Mstep: Class 22 contains 1514 members 
Mstep: Class 23 contains 1326 members 
Mstep: Class 24 contains 230913 members 
Mstep: Class 25 contains 1491 members 
Mstep: Class 26 contains 3957 members 
Mstep: Class 27 contains 74489 members 
Mstep: Class 28 contains 25961 members 
Mstep: Class 29 contains 2998 members 
Mstep: Class 30 contains 15976 members 
Mstep: Class 31 contains 3890 members 
Mstep: Class 32 contains 1620 members 
Mstep: Class 33 contains 3564 members 
Mstep: Class 34 contains 235134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155640304.000000 Penalty: 119086.632812
Iteration 61Q: 35 clusters Score -1.556403e+08 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 949 members 
Mstep: Class 3 contains 211570 members 
Mstep: Class 4 contains 12555 members 
Mstep: Class 5 contains 97803 members 
Mstep: Class 6 contains 13558 members 
Mstep: Class 7 contains 11336 members 
Mstep: Class 8 contains 19815 members 
Mstep: Class 9 contains 7261 members 
Mstep: Class 10 contains 43250 members 
Mstep: Class 11 contains 8799 members 
Mstep: Class 12 contains 36121 members 
Mstep: Class 13 contains 5060 members 
Mstep: Class 14 contains 3534 members 
Mstep: Class 15 contains 9144 members 
Mstep: Class 16 contains 47914 members 
Mstep: Class 17 contains 10195 members 
Mstep: Class 18 contains 1181 members 
Mstep: Class 19 contains 19932 members 
Mstep: Class 20 contains 119746 members 
Mstep: Class 21 contains 74849 members 
Mstep: Class 22 contains 1514 members 
Mstep: Class 23 contains 1325 members 
Mstep: Class 24 contains 230713 members 
Mstep: Class 25 contains 1488 members 
Mstep: Class 26 contains 3948 members 
Mstep: Class 27 contains 74148 members 
Mstep: Class 28 contains 25936 members 
Mstep: Class 29 contains 3099 members 
Mstep: Class 30 contains 15702 members 
Mstep: Class 31 contains 3890 members 
Mstep: Class 32 contains 1659 members 
Mstep: Class 33 contains 3627 members 
Mstep: Class 34 contains 235408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155640432.000000 Penalty: 119086.632812
Iteration 62Q: 35 clusters Score -1.556404e+08 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 950 members 
Mstep: Class 3 contains 211630 members 
Mstep: Class 4 contains 12567 members 
Mstep: Class 5 contains 97455 members 
Mstep: Class 6 contains 13827 members 
Mstep: Class 7 contains 11337 members 
Mstep: Class 8 contains 19826 members 
Mstep: Class 9 contains 7270 members 
Mstep: Class 10 contains 43289 members 
Mstep: Class 11 contains 8704 members 
Mstep: Class 12 contains 36204 members 
Mstep: Class 13 contains 5060 members 
Mstep: Class 14 contains 3542 members 
Mstep: Class 15 contains 9146 members 
Mstep: Class 16 contains 47878 members 
Mstep: Class 17 contains 10211 members 
Mstep: Class 18 contains 1181 members 
Mstep: Class 19 contains 20344 members 
Mstep: Class 20 contains 119579 members 
Mstep: Class 21 contains 74923 members 
Mstep: Class 22 contains 1515 members 
Mstep: Class 23 contains 1334 members 
Mstep: Class 24 contains 230503 members 
Mstep: Class 25 contains 1489 members 
Mstep: Class 26 contains 3956 members 
Mstep: Class 27 contains 73837 members 
Mstep: Class 28 contains 25917 members 
Mstep: Class 29 contains 3191 members 
Mstep: Class 30 contains 15395 members 
Mstep: Class 31 contains 3889 members 
Mstep: Class 32 contains 1679 members 
Mstep: Class 33 contains 3692 members 
Mstep: Class 34 contains 235694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155640944.000000 Penalty: 119086.632812
Iteration 63Q: 35 clusters Score -1.556409e+08 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 950 members 
Mstep: Class 3 contains 211672 members 
Mstep: Class 4 contains 12575 members 
Mstep: Class 5 contains 97126 members 
Mstep: Class 6 contains 14111 members 
Mstep: Class 7 contains 11337 members 
Mstep: Class 8 contains 19833 members 
Mstep: Class 9 contains 7287 members 
Mstep: Class 10 contains 43331 members 
Mstep: Class 11 contains 8611 members 
Mstep: Class 12 contains 36269 members 
Mstep: Class 13 contains 5058 members 
Mstep: Class 14 contains 3546 members 
Mstep: Class 15 contains 9144 members 
Mstep: Class 16 contains 47834 members 
Mstep: Class 17 contains 10222 members 
Mstep: Class 18 contains 1181 members 
Mstep: Class 19 contains 20788 members 
Mstep: Class 20 contains 119470 members 
Mstep: Class 21 contains 74984 members 
Mstep: Class 22 contains 1515 members 
Mstep: Class 23 contains 1339 members 
Mstep: Class 24 contains 230279 members 
Mstep: Class 25 contains 1487 members 
Mstep: Class 26 contains 3960 members 
Mstep: Class 27 contains 73510 members 
Mstep: Class 28 contains 25906 members 
Mstep: Class 29 contains 3287 members 
Mstep: Class 30 contains 15082 members 
Mstep: Class 31 contains 3889 members 
Mstep: Class 32 contains 1705 members 
Mstep: Class 33 contains 3751 members 
Mstep: Class 34 contains 235965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155641280.000000 Penalty: 119086.632812
Iteration 64Q: 35 clusters Score -1.556413e+08 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 950 members 
Mstep: Class 3 contains 211735 members 
Mstep: Class 4 contains 12575 members 
Mstep: Class 5 contains 96806 members 
Mstep: Class 6 contains 14371 members 
Mstep: Class 7 contains 11336 members 
Mstep: Class 8 contains 19835 members 
Mstep: Class 9 contains 7305 members 
Mstep: Class 10 contains 43364 members 
Mstep: Class 11 contains 8524 members 
Mstep: Class 12 contains 36315 members 
Mstep: Class 13 contains 5055 members 
Mstep: Class 14 contains 3552 members 
Mstep: Class 15 contains 9139 members 
Mstep: Class 16 contains 47783 members 
Mstep: Class 17 contains 10234 members 
Mstep: Class 18 contains 1181 members 
Mstep: Class 19 contains 21180 members 
Mstep: Class 20 contains 119366 members 
Mstep: Class 21 contains 75055 members 
Mstep: Class 22 contains 1515 members 
Mstep: Class 23 contains 1340 members 
Mstep: Class 24 contains 230092 members 
Mstep: Class 25 contains 1487 members 
Mstep: Class 26 contains 3961 members 
Mstep: Class 27 contains 73252 members 
Mstep: Class 28 contains 25892 members 
Mstep: Class 29 contains 3375 members 
Mstep: Class 30 contains 14789 members 
Mstep: Class 31 contains 3890 members 
Mstep: Class 32 contains 1740 members 
Mstep: Class 33 contains 3823 members 
Mstep: Class 34 contains 236174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155641456.000000 Penalty: 119086.632812
Iteration 65Q: 35 clusters Score -1.556415e+08 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 950 members 
Mstep: Class 3 contains 211794 members 
Mstep: Class 4 contains 12575 members 
Mstep: Class 5 contains 96515 members 
Mstep: Class 6 contains 14602 members 
Mstep: Class 7 contains 11334 members 
Mstep: Class 8 contains 19842 members 
Mstep: Class 9 contains 7320 members 
Mstep: Class 10 contains 43384 members 
Mstep: Class 11 contains 8420 members 
Mstep: Class 12 contains 36362 members 
Mstep: Class 13 contains 5047 members 
Mstep: Class 14 contains 3553 members 
Mstep: Class 15 contains 9134 members 
Mstep: Class 16 contains 47735 members 
Mstep: Class 17 contains 10226 members 
Mstep: Class 18 contains 1181 members 
Mstep: Class 19 contains 21577 members 
Mstep: Class 20 contains 119278 members 
Mstep: Class 21 contains 75107 members 
Mstep: Class 22 contains 1515 members 
Mstep: Class 23 contains 1349 members 
Mstep: Class 24 contains 229908 members 
Mstep: Class 25 contains 1483 members 
Mstep: Class 26 contains 3971 members 
Mstep: Class 27 contains 73062 members 
Mstep: Class 28 contains 25868 members 
Mstep: Class 29 contains 3469 members 
Mstep: Class 30 contains 14508 members 
Mstep: Class 31 contains 3889 members 
Mstep: Class 32 contains 1773 members 
Mstep: Class 33 contains 3889 members 
Mstep: Class 34 contains 236357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155641936.000000 Penalty: 119086.632812
Iteration 66Q: 35 clusters Score -1.556419e+08 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 949 members 
Mstep: Class 3 contains 211882 members 
Mstep: Class 4 contains 12577 members 
Mstep: Class 5 contains 96214 members 
Mstep: Class 6 contains 14829 members 
Mstep: Class 7 contains 11335 members 
Mstep: Class 8 contains 19840 members 
Mstep: Class 9 contains 7339 members 
Mstep: Class 10 contains 43410 members 
Mstep: Class 11 contains 8325 members 
Mstep: Class 12 contains 36416 members 
Mstep: Class 13 contains 5044 members 
Mstep: Class 14 contains 3561 members 
Mstep: Class 15 contains 9126 members 
Mstep: Class 16 contains 47667 members 
Mstep: Class 17 contains 10229 members 
Mstep: Class 18 contains 1181 members 
Mstep: Class 19 contains 21925 members 
Mstep: Class 20 contains 119219 members 
Mstep: Class 21 contains 75155 members 
Mstep: Class 22 contains 1515 members 
Mstep: Class 23 contains 1358 members 
Mstep: Class 24 contains 229734 members 
Mstep: Class 25 contains 1485 members 
Mstep: Class 26 contains 3988 members 
Mstep: Class 27 contains 72886 members 
Mstep: Class 28 contains 25850 members 
Mstep: Class 29 contains 3558 members 
Mstep: Class 30 contains 14244 members 
Mstep: Class 31 contains 3887 members 
Mstep: Class 32 contains 1810 members 
Mstep: Class 33 contains 3942 members 
Mstep: Class 34 contains 236492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155642240.000000 Penalty: 119086.632812
Iteration 67Q: 35 clusters Score -1.556422e+08 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 948 members 
Mstep: Class 3 contains 211935 members 
Mstep: Class 4 contains 12579 members 
Mstep: Class 5 contains 95904 members 
Mstep: Class 6 contains 15029 members 
Mstep: Class 7 contains 11334 members 
Mstep: Class 8 contains 19844 members 
Mstep: Class 9 contains 7357 members 
Mstep: Class 10 contains 43436 members 
Mstep: Class 11 contains 8217 members 
Mstep: Class 12 contains 36474 members 
Mstep: Class 13 contains 5035 members 
Mstep: Class 14 contains 3573 members 
Mstep: Class 15 contains 9118 members 
Mstep: Class 16 contains 47605 members 
Mstep: Class 17 contains 10223 members 
Mstep: Class 18 contains 1181 members 
Mstep: Class 19 contains 22291 members 
Mstep: Class 20 contains 119177 members 
Mstep: Class 21 contains 75220 members 
Mstep: Class 22 contains 1515 members 
Mstep: Class 23 contains 1365 members 
Mstep: Class 24 contains 229555 members 
Mstep: Class 25 contains 1484 members 
Mstep: Class 26 contains 4023 members 
Mstep: Class 27 contains 72731 members 
Mstep: Class 28 contains 25839 members 
Mstep: Class 29 contains 3637 members 
Mstep: Class 30 contains 14002 members 
Mstep: Class 31 contains 3885 members 
Mstep: Class 32 contains 1844 members 
Mstep: Class 33 contains 4014 members 
Mstep: Class 34 contains 236594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155642656.000000 Penalty: 119086.632812
Iteration 68Q: 35 clusters Score -1.556427e+08 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 949 members 
Mstep: Class 3 contains 212017 members 
Mstep: Class 4 contains 12580 members 
Mstep: Class 5 contains 95559 members 
Mstep: Class 6 contains 15189 members 
Mstep: Class 7 contains 11337 members 
Mstep: Class 8 contains 19848 members 
Mstep: Class 9 contains 7374 members 
Mstep: Class 10 contains 43465 members 
Mstep: Class 11 contains 8146 members 
Mstep: Class 12 contains 36500 members 
Mstep: Class 13 contains 5027 members 
Mstep: Class 14 contains 3580 members 
Mstep: Class 15 contains 9115 members 
Mstep: Class 16 contains 47545 members 
Mstep: Class 17 contains 10219 members 
Mstep: Class 18 contains 1181 members 
Mstep: Class 19 contains 22673 members 
Mstep: Class 20 contains 119141 members 
Mstep: Class 21 contains 75289 members 
Mstep: Class 22 contains 1515 members 
Mstep: Class 23 contains 1369 members 
Mstep: Class 24 contains 229421 members 
Mstep: Class 25 contains 1478 members 
Mstep: Class 26 contains 4031 members 
Mstep: Class 27 contains 72582 members 
Mstep: Class 28 contains 25829 members 
Mstep: Class 29 contains 3703 members 
Mstep: Class 30 contains 13756 members 
Mstep: Class 31 contains 3886 members 
Mstep: Class 32 contains 1884 members 
Mstep: Class 33 contains 4069 members 
Mstep: Class 34 contains 236709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155643168.000000 Penalty: 119086.632812
Iteration 69Q: 35 clusters Score -1.556432e+08 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 950 members 
Mstep: Class 3 contains 212076 members 
Mstep: Class 4 contains 12578 members 
Mstep: Class 5 contains 95192 members 
Mstep: Class 6 contains 15312 members 
Mstep: Class 7 contains 11337 members 
Mstep: Class 8 contains 19853 members 
Mstep: Class 9 contains 7406 members 
Mstep: Class 10 contains 43467 members 
Mstep: Class 11 contains 8079 members 
Mstep: Class 12 contains 36533 members 
Mstep: Class 13 contains 5028 members 
Mstep: Class 14 contains 3585 members 
Mstep: Class 15 contains 9110 members 
Mstep: Class 16 contains 47479 members 
Mstep: Class 17 contains 10217 members 
Mstep: Class 18 contains 1181 members 
Mstep: Class 19 contains 23134 members 
Mstep: Class 20 contains 119103 members 
Mstep: Class 21 contains 75328 members 
Mstep: Class 22 contains 1515 members 
Mstep: Class 23 contains 1372 members 
Mstep: Class 24 contains 229321 members 
Mstep: Class 25 contains 1463 members 
Mstep: Class 26 contains 4048 members 
Mstep: Class 27 contains 72468 members 
Mstep: Class 28 contains 25811 members 
Mstep: Class 29 contains 3771 members 
Mstep: Class 30 contains 13499 members 
Mstep: Class 31 contains 3888 members 
Mstep: Class 32 contains 1914 members 
Mstep: Class 33 contains 4132 members 
Mstep: Class 34 contains 236809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155643184.000000 Penalty: 119086.632812
Iteration 70Q: 35 clusters Score -1.556432e+08 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 952 members 
Mstep: Class 3 contains 212133 members 
Mstep: Class 4 contains 12582 members 
Mstep: Class 5 contains 94840 members 
Mstep: Class 6 contains 15415 members 
Mstep: Class 7 contains 11339 members 
Mstep: Class 8 contains 19864 members 
Mstep: Class 9 contains 7432 members 
Mstep: Class 10 contains 43471 members 
Mstep: Class 11 contains 8011 members 
Mstep: Class 12 contains 36555 members 
Mstep: Class 13 contains 5026 members 
Mstep: Class 14 contains 3587 members 
Mstep: Class 15 contains 9107 members 
Mstep: Class 16 contains 47432 members 
Mstep: Class 17 contains 10228 members 
Mstep: Class 18 contains 1181 members 
Mstep: Class 19 contains 23576 members 
Mstep: Class 20 contains 119065 members 
Mstep: Class 21 contains 75370 members 
Mstep: Class 22 contains 1515 members 
Mstep: Class 23 contains 1375 members 
Mstep: Class 24 contains 229228 members 
Mstep: Class 25 contains 1459 members 
Mstep: Class 26 contains 4066 members 
Mstep: Class 27 contains 72374 members 
Mstep: Class 28 contains 25803 members 
Mstep: Class 29 contains 3819 members 
Mstep: Class 30 contains 13236 members 
Mstep: Class 31 contains 3892 members 
Mstep: Class 32 contains 1934 members 
Mstep: Class 33 contains 4198 members 
Mstep: Class 34 contains 236887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155643744.000000 Penalty: 119086.632812
Iteration 71Q: 35 clusters Score -1.556437e+08 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 952 members 
Mstep: Class 3 contains 212234 members 
Mstep: Class 4 contains 12582 members 
Mstep: Class 5 contains 94471 members 
Mstep: Class 6 contains 15496 members 
Mstep: Class 7 contains 11339 members 
Mstep: Class 8 contains 19876 members 
Mstep: Class 9 contains 7457 members 
Mstep: Class 10 contains 43466 members 
Mstep: Class 11 contains 7953 members 
Mstep: Class 12 contains 36586 members 
Mstep: Class 13 contains 5027 members 
Mstep: Class 14 contains 3590 members 
Mstep: Class 15 contains 9104 members 
Mstep: Class 16 contains 47411 members 
Mstep: Class 17 contains 10224 members 
Mstep: Class 18 contains 1181 members 
Mstep: Class 19 contains 24034 members 
Mstep: Class 20 contains 119038 members 
Mstep: Class 21 contains 75410 members 
Mstep: Class 22 contains 1517 members 
Mstep: Class 23 contains 1377 members 
Mstep: Class 24 contains 229137 members 
Mstep: Class 25 contains 1453 members 
Mstep: Class 26 contains 4086 members 
Mstep: Class 27 contains 72323 members 
Mstep: Class 28 contains 25796 members 
Mstep: Class 29 contains 3850 members 
Mstep: Class 30 contains 12948 members 
Mstep: Class 31 contains 3892 members 
Mstep: Class 32 contains 1941 members 
Mstep: Class 33 contains 4257 members 
Mstep: Class 34 contains 236940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155643936.000000 Penalty: 119086.632812
Iteration 72Q: 35 clusters Score -1.556439e+08 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 952 members 
Mstep: Class 3 contains 212317 members 
Mstep: Class 4 contains 12576 members 
Mstep: Class 5 contains 94100 members 
Mstep: Class 6 contains 15565 members 
Mstep: Class 7 contains 11338 members 
Mstep: Class 8 contains 19888 members 
Mstep: Class 9 contains 7480 members 
Mstep: Class 10 contains 43468 members 
Mstep: Class 11 contains 7908 members 
Mstep: Class 12 contains 36587 members 
Mstep: Class 13 contains 5034 members 
Mstep: Class 14 contains 3597 members 
Mstep: Class 15 contains 9101 members 
Mstep: Class 16 contains 47392 members 
Mstep: Class 17 contains 10219 members 
Mstep: Class 18 contains 1181 members 
Mstep: Class 19 contains 24482 members 
Mstep: Class 20 contains 119010 members 
Mstep: Class 21 contains 75432 members 
Mstep: Class 22 contains 1519 members 
Mstep: Class 23 contains 1378 members 
Mstep: Class 24 contains 229105 members 
Mstep: Class 25 contains 1438 members 
Mstep: Class 26 contains 4111 members 
Mstep: Class 27 contains 72273 members 
Mstep: Class 28 contains 25787 members 
Mstep: Class 29 contains 3872 members 
Mstep: Class 30 contains 12676 members 
Mstep: Class 31 contains 3894 members 
Mstep: Class 32 contains 1947 members 
Mstep: Class 33 contains 4316 members 
Mstep: Class 34 contains 237000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155644464.000000 Penalty: 119086.632812
Iteration 73Q: 35 clusters Score -1.556445e+08 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 952 members 
Mstep: Class 3 contains 212388 members 
Mstep: Class 4 contains 12574 members 
Mstep: Class 5 contains 93739 members 
Mstep: Class 6 contains 15612 members 
Mstep: Class 7 contains 11336 members 
Mstep: Class 8 contains 19900 members 
Mstep: Class 9 contains 7491 members 
Mstep: Class 10 contains 43468 members 
Mstep: Class 11 contains 7890 members 
Mstep: Class 12 contains 36601 members 
Mstep: Class 13 contains 5029 members 
Mstep: Class 14 contains 3603 members 
Mstep: Class 15 contains 9101 members 
Mstep: Class 16 contains 47356 members 
Mstep: Class 17 contains 10214 members 
Mstep: Class 18 contains 1181 members 
Mstep: Class 19 contains 24910 members 
Mstep: Class 20 contains 118989 members 
Mstep: Class 21 contains 75461 members 
Mstep: Class 22 contains 1521 members 
Mstep: Class 23 contains 1380 members 
Mstep: Class 24 contains 229090 members 
Mstep: Class 25 contains 1430 members 
Mstep: Class 26 contains 4136 members 
Mstep: Class 27 contains 72216 members 
Mstep: Class 28 contains 25777 members 
Mstep: Class 29 contains 3892 members 
Mstep: Class 30 contains 12440 members 
Mstep: Class 31 contains 3893 members 
Mstep: Class 32 contains 1953 members 
Mstep: Class 33 contains 4373 members 
Mstep: Class 34 contains 237046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155644912.000000 Penalty: 119086.632812
Iteration 74Q: 35 clusters Score -1.556449e+08 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 953 members 
Mstep: Class 3 contains 212448 members 
Mstep: Class 4 contains 12573 members 
Mstep: Class 5 contains 93367 members 
Mstep: Class 6 contains 15657 members 
Mstep: Class 7 contains 11336 members 
Mstep: Class 8 contains 19904 members 
Mstep: Class 9 contains 7506 members 
Mstep: Class 10 contains 43468 members 
Mstep: Class 11 contains 7867 members 
Mstep: Class 12 contains 36618 members 
Mstep: Class 13 contains 5026 members 
Mstep: Class 14 contains 3611 members 
Mstep: Class 15 contains 9095 members 
Mstep: Class 16 contains 47338 members 
Mstep: Class 17 contains 10206 members 
Mstep: Class 18 contains 1181 members 
Mstep: Class 19 contains 25384 members 
Mstep: Class 20 contains 118969 members 
Mstep: Class 21 contains 75473 members 
Mstep: Class 22 contains 1520 members 
Mstep: Class 23 contains 1385 members 
Mstep: Class 24 contains 229073 members 
Mstep: Class 25 contains 1420 members 
Mstep: Class 26 contains 4141 members 
Mstep: Class 27 contains 72176 members 
Mstep: Class 28 contains 25762 members 
Mstep: Class 29 contains 3915 members 
Mstep: Class 30 contains 12201 members 
Mstep: Class 31 contains 3893 members 
Mstep: Class 32 contains 1957 members 
Mstep: Class 33 contains 4428 members 
Mstep: Class 34 contains 237085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155645120.000000 Penalty: 119086.632812
Iteration 75Q: 35 clusters Score -1.556451e+08 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 953 members 
Mstep: Class 3 contains 212497 members 
Mstep: Class 4 contains 12571 members 
Mstep: Class 5 contains 93016 members 
Mstep: Class 6 contains 15699 members 
Mstep: Class 7 contains 11338 members 
Mstep: Class 8 contains 19911 members 
Mstep: Class 9 contains 7522 members 
Mstep: Class 10 contains 43473 members 
Mstep: Class 11 contains 7866 members 
Mstep: Class 12 contains 36633 members 
Mstep: Class 13 contains 5029 members 
Mstep: Class 14 contains 3622 members 
Mstep: Class 15 contains 9092 members 
Mstep: Class 16 contains 47310 members 
Mstep: Class 17 contains 10207 members 
Mstep: Class 18 contains 1181 members 
Mstep: Class 19 contains 25850 members 
Mstep: Class 20 contains 118957 members 
Mstep: Class 21 contains 75490 members 
Mstep: Class 22 contains 1520 members 
Mstep: Class 23 contains 1386 members 
Mstep: Class 24 contains 229054 members 
Mstep: Class 25 contains 1409 members 
Mstep: Class 26 contains 4143 members 
Mstep: Class 27 contains 72115 members 
Mstep: Class 28 contains 25744 members 
Mstep: Class 29 contains 3929 members 
Mstep: Class 30 contains 11958 members 
Mstep: Class 31 contains 3898 members 
Mstep: Class 32 contains 1961 members 
Mstep: Class 33 contains 4468 members 
Mstep: Class 34 contains 237127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155645280.000000 Penalty: 119086.632812
Iteration 76Q: 35 clusters Score -1.556453e+08 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 953 members 
Mstep: Class 3 contains 212568 members 
Mstep: Class 4 contains 12571 members 
Mstep: Class 5 contains 92692 members 
Mstep: Class 6 contains 15726 members 
Mstep: Class 7 contains 11337 members 
Mstep: Class 8 contains 19926 members 
Mstep: Class 9 contains 7544 members 
Mstep: Class 10 contains 43486 members 
Mstep: Class 11 contains 7849 members 
Mstep: Class 12 contains 36650 members 
Mstep: Class 13 contains 5033 members 
Mstep: Class 14 contains 3630 members 
Mstep: Class 15 contains 9087 members 
Mstep: Class 16 contains 47288 members 
Mstep: Class 17 contains 10216 members 
Mstep: Class 18 contains 1181 members 
Mstep: Class 19 contains 26270 members 
Mstep: Class 20 contains 118937 members 
Mstep: Class 21 contains 75502 members 
Mstep: Class 22 contains 1519 members 
Mstep: Class 23 contains 1388 members 
Mstep: Class 24 contains 229043 members 
Mstep: Class 25 contains 1401 members 
Mstep: Class 26 contains 4147 members 
Mstep: Class 27 contains 72081 members 
Mstep: Class 28 contains 25729 members 
Mstep: Class 29 contains 3942 members 
Mstep: Class 30 contains 11693 members 
Mstep: Class 31 contains 3899 members 
Mstep: Class 32 contains 1970 members 
Mstep: Class 33 contains 4499 members 
Mstep: Class 34 contains 237163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155645472.000000 Penalty: 119086.632812
Iteration 77Q: 35 clusters Score -1.556455e+08 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 953 members 
Mstep: Class 3 contains 212621 members 
Mstep: Class 4 contains 12569 members 
Mstep: Class 5 contains 92368 members 
Mstep: Class 6 contains 15740 members 
Mstep: Class 7 contains 11336 members 
Mstep: Class 8 contains 19944 members 
Mstep: Class 9 contains 7559 members 
Mstep: Class 10 contains 43486 members 
Mstep: Class 11 contains 7838 members 
Mstep: Class 12 contains 36665 members 
Mstep: Class 13 contains 5035 members 
Mstep: Class 14 contains 3645 members 
Mstep: Class 15 contains 9079 members 
Mstep: Class 16 contains 47272 members 
Mstep: Class 17 contains 10226 members 
Mstep: Class 18 contains 1181 members 
Mstep: Class 19 contains 26701 members 
Mstep: Class 20 contains 118929 members 
Mstep: Class 21 contains 75517 members 
Mstep: Class 22 contains 1519 members 
Mstep: Class 23 contains 1388 members 
Mstep: Class 24 contains 229019 members 
Mstep: Class 25 contains 1398 members 
Mstep: Class 26 contains 4149 members 
Mstep: Class 27 contains 72059 members 
Mstep: Class 28 contains 25722 members 
Mstep: Class 29 contains 3952 members 
Mstep: Class 30 contains 11434 members 
Mstep: Class 31 contains 3899 members 
Mstep: Class 32 contains 1976 members 
Mstep: Class 33 contains 4539 members 
Mstep: Class 34 contains 237196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155645776.000000 Penalty: 119086.632812
Iteration 78Q: 35 clusters Score -1.556458e+08 nChanged 1107
Entering ConstructFrom: 
Score: -155645776.000000 Penalty: 119086.632812
Entering ConstructFrom: 
Trying to split cluster 1 (3332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Entering Unmasked Estep 
Score: -380841.468750 Penalty: 2011.609375
	Iteration 0F: 2 clusters Score -380841.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -377373.718750 Penalty: 4023.218750
	Iteration 0F: 3 clusters Score -377373.7 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -378103.406250 Penalty: 4023.218750
	Iteration 1F: 3 clusters Score -378103.4 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -378300.375000 Penalty: 4023.218750
	Iteration 2F: 3 clusters Score -378300.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -378425.468750 Penalty: 4023.218750
	Iteration 3F: 3 clusters Score -378425.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -378537.312500 Penalty: 4023.218750
	Iteration 4Q: 3 clusters Score -378537.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -378617.656250 Penalty: 4023.218750
	Iteration 5Q: 3 clusters Score -378617.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -378677.000000 Penalty: 4023.218750
	Iteration 6Q: 3 clusters Score -378677 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -378720.625000 Penalty: 4023.218750
	Iteration 7Q: 3 clusters Score -378720.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -378761.875000 Penalty: 4023.218750
	Iteration 8Q: 3 clusters Score -378761.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -378806.968750 Penalty: 4023.218750
	Iteration 9Q: 3 clusters Score -378807 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -378843.468750 Penalty: 4023.218750
	Iteration 10Q: 3 clusters Score -378843.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -378878.562500 Penalty: 4023.218750
	Iteration 11Q: 3 clusters Score -378878.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -378923.968750 Penalty: 4023.218750
	Iteration 12Q: 3 clusters Score -378924 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -378971.750000 Penalty: 4023.218750
	Iteration 13Q: 3 clusters Score -378971.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -379024.812500 Penalty: 4023.218750
	Iteration 14Q: 3 clusters Score -379024.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -379071.375000 Penalty: 4023.218750
	Iteration 15Q: 3 clusters Score -379071.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -379120.625000 Penalty: 4023.218750
	Iteration 16Q: 3 clusters Score -379120.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -379171.406250 Penalty: 4023.218750
	Iteration 17Q: 3 clusters Score -379171.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -379221.500000 Penalty: 4023.218750
	Iteration 18Q: 3 clusters Score -379221.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -379259.125000 Penalty: 4023.218750
	Iteration 19Q: 3 clusters Score -379259.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -379290.968750 Penalty: 4023.218750
	Iteration 20F: 3 clusters Score -379291 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -379326.062500 Penalty: 4023.218750
	Iteration 21Q: 3 clusters Score -379326.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -379360.125000 Penalty: 4023.218750
	Iteration 22Q: 3 clusters Score -379360.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -379387.312500 Penalty: 4023.218750
	Iteration 23Q: 3 clusters Score -379387.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -379400.343750 Penalty: 4023.218750
	Iteration 24Q: 3 clusters Score -379400.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -379410.156250 Penalty: 4023.218750
	Iteration 25Q: 3 clusters Score -379410.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -379428.093750 Penalty: 4023.218750
	Iteration 26Q: 3 clusters Score -379428.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -379439.093750 Penalty: 4023.218750
	Iteration 27Q: 3 clusters Score -379439.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -379445.718750 Penalty: 4023.218750
	Iteration 28Q: 3 clusters Score -379445.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -379447.500000 Penalty: 4023.218750
	Iteration 29Q: 3 clusters Score -379447.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -379449.437500 Penalty: 4023.218750
	Iteration 30Q: 3 clusters Score -379449.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -379450.406250 Penalty: 4023.218750
	Iteration 31Q: 3 clusters Score -379450.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -379451.906250 Penalty: 4023.218750
	Iteration 32Q: 3 clusters Score -379451.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -379451.906250 Penalty: 4023.218750
	Iteration 33F: 3 clusters Score -379451.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Entering Unmasked Estep 
Score: -102656.929688 Penalty: 1701.184448
	Iteration 0F: 2 clusters Score -102656.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -100776.328125 Penalty: 3402.368896
	Iteration 0F: 3 clusters Score -100776.3 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -101128.210938 Penalty: 3402.368896
	Iteration 1F: 3 clusters Score -101128.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -101275.789062 Penalty: 3402.368896
	Iteration 2F: 3 clusters Score -101275.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -101351.382812 Penalty: 3402.368896
	Iteration 3Q: 3 clusters Score -101351.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -101392.625000 Penalty: 3402.368896
	Iteration 4Q: 3 clusters Score -101392.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -101422.289062 Penalty: 3402.368896
	Iteration 5Q: 3 clusters Score -101422.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -101440.632812 Penalty: 3402.368896
	Iteration 6Q: 3 clusters Score -101440.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -101469.281250 Penalty: 3402.368896
	Iteration 7Q: 3 clusters Score -101469.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -101492.507812 Penalty: 3402.368896
	Iteration 8Q: 3 clusters Score -101492.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -101514.476562 Penalty: 3402.368896
	Iteration 9Q: 3 clusters Score -101514.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -101536.859375 Penalty: 3402.368896
	Iteration 10Q: 3 clusters Score -101536.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -101564.687500 Penalty: 3402.368896
	Iteration 11Q: 3 clusters Score -101564.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -101585.687500 Penalty: 3402.368896
	Iteration 12Q: 3 clusters Score -101585.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -101601.765625 Penalty: 3402.368896
	Iteration 13Q: 3 clusters Score -101601.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -101611.953125 Penalty: 3402.368896
	Iteration 14Q: 3 clusters Score -101612 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -101616.140625 Penalty: 3402.368896
	Iteration 15Q: 3 clusters Score -101616.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -101618.148438 Penalty: 3402.368896
	Iteration 16Q: 3 clusters Score -101618.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -101618.484375 Penalty: 3402.368896
	Iteration 17F: 3 clusters Score -101618.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -101631.367188 Penalty: 3402.368896
	Iteration 18Q: 3 clusters Score -101631.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -101633.210938 Penalty: 3402.368896
	Iteration 19Q: 3 clusters Score -101633.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -101633.210938 Penalty: 3402.368896
	Iteration 20F: 3 clusters Score -101633.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (212682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212682 members 
Entering Unmasked Estep 
Score: -25687614.000000 Penalty: 3042.353271
	Iteration 0F: 2 clusters Score -2.568761e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106267 members 
Mstep: Class 2 contains 106415 members 
Entering Unmasked Estep 
Score: -25557822.000000 Penalty: 6084.706543
	Iteration 0F: 3 clusters Score -2.555782e+07 nChanged 102435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105352 members 
Mstep: Class 2 contains 107330 members 
Entering Unmasked Estep 
Score: -25619606.000000 Penalty: 6084.706543
	Iteration 1F: 3 clusters Score -2.561961e+07 nChanged 7114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104906 members 
Mstep: Class 2 contains 107776 members 
Entering Unmasked Estep 
Score: -25621696.000000 Penalty: 6084.706543
	Iteration 2Q: 3 clusters Score -2.56217e+07 nChanged 8072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104484 members 
Mstep: Class 2 contains 108198 members 
Entering Unmasked Estep 
Score: -25625024.000000 Penalty: 6084.706543
	Iteration 3Q: 3 clusters Score -2.562502e+07 nChanged 9295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104419 members 
Mstep: Class 2 contains 108263 members 
Entering Unmasked Estep 
Score: -25629026.000000 Penalty: 6084.706543
	Iteration 4Q: 3 clusters Score -2.562903e+07 nChanged 10967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104834 members 
Mstep: Class 2 contains 107848 members 
Entering Unmasked Estep 
Score: -25634958.000000 Penalty: 6084.706543
	Iteration 5F: 3 clusters Score -2.563496e+07 nChanged 12581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105541 members 
Mstep: Class 2 contains 107141 members 
Entering Unmasked Estep 
Score: -25642954.000000 Penalty: 6084.706543
	Iteration 6F: 3 clusters Score -2.564295e+07 nChanged 13577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106204 members 
Mstep: Class 2 contains 106478 members 
Entering Unmasked Estep 
Score: -25652414.000000 Penalty: 6084.706543
	Iteration 7F: 3 clusters Score -2.565241e+07 nChanged 12986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106416 members 
Mstep: Class 2 contains 106266 members 
Entering Unmasked Estep 
Score: -25660800.000000 Penalty: 6084.706543
	Iteration 8F: 3 clusters Score -2.56608e+07 nChanged 10223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106389 members 
Mstep: Class 2 contains 106293 members 
Entering Unmasked Estep 
Score: -25665894.000000 Penalty: 6084.706543
	Iteration 9Q: 3 clusters Score -2.566589e+07 nChanged 7075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106490 members 
Mstep: Class 2 contains 106192 members 
Entering Unmasked Estep 
Score: -25668366.000000 Penalty: 6084.706543
	Iteration 10Q: 3 clusters Score -2.566837e+07 nChanged 4672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106688 members 
Mstep: Class 2 contains 105994 members 
Entering Unmasked Estep 
Score: -25669486.000000 Penalty: 6084.706543
	Iteration 11Q: 3 clusters Score -2.566949e+07 nChanged 3491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106989 members 
Mstep: Class 2 contains 105693 members 
Entering Unmasked Estep 
Score: -25670242.000000 Penalty: 6084.706543
	Iteration 12Q: 3 clusters Score -2.567024e+07 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107295 members 
Mstep: Class 2 contains 105387 members 
Entering Unmasked Estep 
Score: -25670926.000000 Penalty: 6084.706543
	Iteration 13Q: 3 clusters Score -2.567093e+07 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107595 members 
Mstep: Class 2 contains 105087 members 
Entering Unmasked Estep 
Score: -25671492.000000 Penalty: 6084.706543
	Iteration 14Q: 3 clusters Score -2.567149e+07 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107835 members 
Mstep: Class 2 contains 104847 members 
Entering Unmasked Estep 
Score: -25672126.000000 Penalty: 6084.706543
	Iteration 15Q: 3 clusters Score -2.567213e+07 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107981 members 
Mstep: Class 2 contains 104701 members 
Entering Unmasked Estep 
Score: -25672874.000000 Penalty: 6084.706543
	Iteration 16Q: 3 clusters Score -2.567287e+07 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108114 members 
Mstep: Class 2 contains 104568 members 
Entering Unmasked Estep 
Score: -25673354.000000 Penalty: 6084.706543
	Iteration 17Q: 3 clusters Score -2.567335e+07 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108168 members 
Mstep: Class 2 contains 104514 members 
Entering Unmasked Estep 
Score: -25673908.000000 Penalty: 6084.706543
	Iteration 18Q: 3 clusters Score -2.567391e+07 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108192 members 
Mstep: Class 2 contains 104490 members 
Entering Unmasked Estep 
Score: -25674382.000000 Penalty: 6084.706543
	Iteration 19Q: 3 clusters Score -2.567438e+07 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108193 members 
Mstep: Class 2 contains 104489 members 
Entering Unmasked Estep 
Score: -25674840.000000 Penalty: 6084.706543
	Iteration 20F: 3 clusters Score -2.567484e+07 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108203 members 
Mstep: Class 2 contains 104479 members 
Entering Unmasked Estep 
Score: -25675160.000000 Penalty: 6084.706543
	Iteration 21Q: 3 clusters Score -2.567516e+07 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108236 members 
Mstep: Class 2 contains 104446 members 
Entering Unmasked Estep 
Score: -25675460.000000 Penalty: 6084.706543
	Iteration 22Q: 3 clusters Score -2.567546e+07 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108242 members 
Mstep: Class 2 contains 104440 members 
Entering Unmasked Estep 
Score: -25675668.000000 Penalty: 6084.706543
	Iteration 23Q: 3 clusters Score -2.567567e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108285 members 
Mstep: Class 2 contains 104397 members 
Entering Unmasked Estep 
Score: -25675870.000000 Penalty: 6084.706543
	Iteration 24Q: 3 clusters Score -2.567587e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108353 members 
Mstep: Class 2 contains 104329 members 
Entering Unmasked Estep 
Score: -25676038.000000 Penalty: 6084.706543
	Iteration 25Q: 3 clusters Score -2.567604e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108447 members 
Mstep: Class 2 contains 104235 members 
Entering Unmasked Estep 
Score: -25676156.000000 Penalty: 6084.706543
	Iteration 26Q: 3 clusters Score -2.567616e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108567 members 
Mstep: Class 2 contains 104115 members 
Entering Unmasked Estep 
Score: -25676166.000000 Penalty: 6084.706543
	Iteration 27Q: 3 clusters Score -2.567617e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108658 members 
Mstep: Class 2 contains 104024 members 
Entering Unmasked Estep 
Score: -25676308.000000 Penalty: 6084.706543
	Iteration 28Q: 3 clusters Score -2.567631e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108808 members 
Mstep: Class 2 contains 103874 members 
Entering Unmasked Estep 
Score: -25676480.000000 Penalty: 6084.706543
	Iteration 29Q: 3 clusters Score -2.567648e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109010 members 
Mstep: Class 2 contains 103672 members 
Entering Unmasked Estep 
Score: -25676568.000000 Penalty: 6084.706543
	Iteration 30Q: 3 clusters Score -2.567657e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109221 members 
Mstep: Class 2 contains 103461 members 
Entering Unmasked Estep 
Score: -25676706.000000 Penalty: 6084.706543
	Iteration 31Q: 3 clusters Score -2.567671e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109463 members 
Mstep: Class 2 contains 103219 members 
Entering Unmasked Estep 
Score: -25676608.000000 Penalty: 6084.706543
	Iteration 32Q: 3 clusters Score -2.567661e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109720 members 
Mstep: Class 2 contains 102962 members 
Entering Unmasked Estep 
Score: -25676682.000000 Penalty: 6084.706543
	Iteration 33Q: 3 clusters Score -2.567668e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110019 members 
Mstep: Class 2 contains 102663 members 
Entering Unmasked Estep 
Score: -25676718.000000 Penalty: 6084.706543
	Iteration 34Q: 3 clusters Score -2.567672e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110315 members 
Mstep: Class 2 contains 102367 members 
Entering Unmasked Estep 
Score: -25676786.000000 Penalty: 6084.706543
	Iteration 35Q: 3 clusters Score -2.567679e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110657 members 
Mstep: Class 2 contains 102025 members 
Entering Unmasked Estep 
Score: -25676834.000000 Penalty: 6084.706543
	Iteration 36Q: 3 clusters Score -2.567683e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111019 members 
Mstep: Class 2 contains 101663 members 
Entering Unmasked Estep 
Score: -25676942.000000 Penalty: 6084.706543
	Iteration 37Q: 3 clusters Score -2.567694e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111384 members 
Mstep: Class 2 contains 101298 members 
Entering Unmasked Estep 
Score: -25676974.000000 Penalty: 6084.706543
	Iteration 38Q: 3 clusters Score -2.567697e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111724 members 
Mstep: Class 2 contains 100958 members 
Entering Unmasked Estep 
Score: -25677006.000000 Penalty: 6084.706543
	Iteration 39Q: 3 clusters Score -2.567701e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112065 members 
Mstep: Class 2 contains 100617 members 
Entering Unmasked Estep 
Score: -25677010.000000 Penalty: 6084.706543
	Iteration 40F: 3 clusters Score -2.567701e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112407 members 
Mstep: Class 2 contains 100275 members 
Entering Unmasked Estep 
Score: -25676966.000000 Penalty: 6084.706543
	Iteration 41Q: 3 clusters Score -2.567697e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112771 members 
Mstep: Class 2 contains 99911 members 
Entering Unmasked Estep 
Score: -25676908.000000 Penalty: 6084.706543
	Iteration 42Q: 3 clusters Score -2.567691e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113151 members 
Mstep: Class 2 contains 99531 members 
Entering Unmasked Estep 
Score: -25676908.000000 Penalty: 6084.706543
	Iteration 43Q: 3 clusters Score -2.567691e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113519 members 
Mstep: Class 2 contains 99163 members 
Entering Unmasked Estep 
Score: -25676960.000000 Penalty: 6084.706543
	Iteration 44Q: 3 clusters Score -2.567696e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113898 members 
Mstep: Class 2 contains 98784 members 
Entering Unmasked Estep 
Score: -25676994.000000 Penalty: 6084.706543
	Iteration 45Q: 3 clusters Score -2.567699e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114281 members 
Mstep: Class 2 contains 98401 members 
Entering Unmasked Estep 
Score: -25677016.000000 Penalty: 6084.706543
	Iteration 46Q: 3 clusters Score -2.567702e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114671 members 
Mstep: Class 2 contains 98011 members 
Entering Unmasked Estep 
Score: -25677052.000000 Penalty: 6084.706543
	Iteration 47Q: 3 clusters Score -2.567705e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115071 members 
Mstep: Class 2 contains 97611 members 
Entering Unmasked Estep 
Score: -25677080.000000 Penalty: 6084.706543
	Iteration 48Q: 3 clusters Score -2.567708e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115417 members 
Mstep: Class 2 contains 97265 members 
Entering Unmasked Estep 
Score: -25677114.000000 Penalty: 6084.706543
	Iteration 49Q: 3 clusters Score -2.567711e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115799 members 
Mstep: Class 2 contains 96883 members 
Entering Unmasked Estep 
Score: -25677070.000000 Penalty: 6084.706543
	Iteration 50Q: 3 clusters Score -2.567707e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116183 members 
Mstep: Class 2 contains 96499 members 
Entering Unmasked Estep 
Score: -25677092.000000 Penalty: 6084.706543
	Iteration 51Q: 3 clusters Score -2.567709e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116609 members 
Mstep: Class 2 contains 96073 members 
Entering Unmasked Estep 
Score: -25677066.000000 Penalty: 6084.706543
	Iteration 52Q: 3 clusters Score -2.567707e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117058 members 
Mstep: Class 2 contains 95624 members 
Entering Unmasked Estep 
Score: -25677088.000000 Penalty: 6084.706543
	Iteration 53Q: 3 clusters Score -2.567709e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117515 members 
Mstep: Class 2 contains 95167 members 
Entering Unmasked Estep 
Score: -25677192.000000 Penalty: 6084.706543
	Iteration 54Q: 3 clusters Score -2.567719e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117995 members 
Mstep: Class 2 contains 94687 members 
Entering Unmasked Estep 
Score: -25677226.000000 Penalty: 6084.706543
	Iteration 55Q: 3 clusters Score -2.567723e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118541 members 
Mstep: Class 2 contains 94141 members 
Entering Unmasked Estep 
Score: -25677302.000000 Penalty: 6084.706543
	Iteration 56Q: 3 clusters Score -2.56773e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119098 members 
Mstep: Class 2 contains 93584 members 
Entering Unmasked Estep 
Score: -25677390.000000 Penalty: 6084.706543
	Iteration 57Q: 3 clusters Score -2.567739e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119687 members 
Mstep: Class 2 contains 92995 members 
Entering Unmasked Estep 
Score: -25677488.000000 Penalty: 6084.706543
	Iteration 58Q: 3 clusters Score -2.567749e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120337 members 
Mstep: Class 2 contains 92345 members 
Entering Unmasked Estep 
Score: -25677504.000000 Penalty: 6084.706543
	Iteration 59Q: 3 clusters Score -2.56775e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121060 members 
Mstep: Class 2 contains 91622 members 
Entering Unmasked Estep 
Score: -25677540.000000 Penalty: 6084.706543
	Iteration 60F: 3 clusters Score -2.567754e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121797 members 
Mstep: Class 2 contains 90885 members 
Entering Unmasked Estep 
Score: -25677558.000000 Penalty: 6084.706543
	Iteration 61Q: 3 clusters Score -2.567756e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122593 members 
Mstep: Class 2 contains 90089 members 
Entering Unmasked Estep 
Score: -25677692.000000 Penalty: 6084.706543
	Iteration 62Q: 3 clusters Score -2.567769e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123375 members 
Mstep: Class 2 contains 89307 members 
Entering Unmasked Estep 
Score: -25677744.000000 Penalty: 6084.706543
	Iteration 63Q: 3 clusters Score -2.567774e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124187 members 
Mstep: Class 2 contains 88495 members 
Entering Unmasked Estep 
Score: -25677870.000000 Penalty: 6084.706543
	Iteration 64Q: 3 clusters Score -2.567787e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125016 members 
Mstep: Class 2 contains 87666 members 
Entering Unmasked Estep 
Score: -25677956.000000 Penalty: 6084.706543
	Iteration 65Q: 3 clusters Score -2.567796e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125866 members 
Mstep: Class 2 contains 86816 members 
Entering Unmasked Estep 
Score: -25678030.000000 Penalty: 6084.706543
	Iteration 66Q: 3 clusters Score -2.567803e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126724 members 
Mstep: Class 2 contains 85958 members 
Entering Unmasked Estep 
Score: -25678126.000000 Penalty: 6084.706543
	Iteration 67Q: 3 clusters Score -2.567813e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127531 members 
Mstep: Class 2 contains 85151 members 
Entering Unmasked Estep 
Score: -25678188.000000 Penalty: 6084.706543
	Iteration 68Q: 3 clusters Score -2.567819e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128362 members 
Mstep: Class 2 contains 84320 members 
Entering Unmasked Estep 
Score: -25678244.000000 Penalty: 6084.706543
	Iteration 69Q: 3 clusters Score -2.567824e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129186 members 
Mstep: Class 2 contains 83496 members 
Entering Unmasked Estep 
Score: -25678332.000000 Penalty: 6084.706543
	Iteration 70Q: 3 clusters Score -2.567833e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130050 members 
Mstep: Class 2 contains 82632 members 
Entering Unmasked Estep 
Score: -25678474.000000 Penalty: 6084.706543
	Iteration 71Q: 3 clusters Score -2.567847e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130969 members 
Mstep: Class 2 contains 81713 members 
Entering Unmasked Estep 
Score: -25678624.000000 Penalty: 6084.706543
	Iteration 72Q: 3 clusters Score -2.567862e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131906 members 
Mstep: Class 2 contains 80776 members 
Entering Unmasked Estep 
Score: -25678698.000000 Penalty: 6084.706543
	Iteration 73Q: 3 clusters Score -2.56787e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132892 members 
Mstep: Class 2 contains 79790 members 
Entering Unmasked Estep 
Score: -25678830.000000 Penalty: 6084.706543
	Iteration 74Q: 3 clusters Score -2.567883e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133944 members 
Mstep: Class 2 contains 78738 members 
Entering Unmasked Estep 
Score: -25678822.000000 Penalty: 6084.706543
	Iteration 75Q: 3 clusters Score -2.567882e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135029 members 
Mstep: Class 2 contains 77653 members 
Entering Unmasked Estep 
Score: -25678832.000000 Penalty: 6084.706543
	Iteration 76Q: 3 clusters Score -2.567883e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136149 members 
Mstep: Class 2 contains 76533 members 
Entering Unmasked Estep 
Score: -25678934.000000 Penalty: 6084.706543
	Iteration 77Q: 3 clusters Score -2.567893e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137334 members 
Mstep: Class 2 contains 75348 members 
Entering Unmasked Estep 
Score: -25679132.000000 Penalty: 6084.706543
	Iteration 78Q: 3 clusters Score -2.567913e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138594 members 
Mstep: Class 2 contains 74088 members 
Entering Unmasked Estep 
Score: -25679314.000000 Penalty: 6084.706543
	Iteration 79Q: 3 clusters Score -2.567931e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139873 members 
Mstep: Class 2 contains 72809 members 
Entering Unmasked Estep 
Score: -25679516.000000 Penalty: 6084.706543
	Iteration 80F: 3 clusters Score -2.567952e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141163 members 
Mstep: Class 2 contains 71519 members 
Entering Unmasked Estep 
Score: -25679700.000000 Penalty: 6084.706543
	Iteration 81Q: 3 clusters Score -2.56797e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142484 members 
Mstep: Class 2 contains 70198 members 
Entering Unmasked Estep 
Score: -25679720.000000 Penalty: 6084.706543
	Iteration 82Q: 3 clusters Score -2.567972e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143852 members 
Mstep: Class 2 contains 68830 members 
Entering Unmasked Estep 
Score: -25679772.000000 Penalty: 6084.706543
	Iteration 83Q: 3 clusters Score -2.567977e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145303 members 
Mstep: Class 2 contains 67379 members 
Entering Unmasked Estep 
Score: -25679944.000000 Penalty: 6084.706543
	Iteration 84Q: 3 clusters Score -2.567994e+07 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146814 members 
Mstep: Class 2 contains 65868 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2.568004e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148423 members 
Mstep: Class 2 contains 64259 members 
Entering Unmasked Estep 
Score: -25680182.000000 Penalty: 6084.706543
	Iteration 86Q: 3 clusters Score -2.568018e+07 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149984 members 
Mstep: Class 2 contains 62698 members 
Entering Unmasked Estep 
Score: -25680482.000000 Penalty: 6084.706543
	Iteration 87Q: 3 clusters Score -2.568048e+07 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151639 members 
Mstep: Class 2 contains 61043 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2.568066e+07 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153283 members 
Mstep: Class 2 contains 59399 members 
Entering Unmasked Estep 
Score: -25680882.000000 Penalty: 6084.706543
	Iteration 89Q: 3 clusters Score -2.568088e+07 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154959 members 
Mstep: Class 2 contains 57723 members 
Entering Unmasked Estep 
Score: -25680938.000000 Penalty: 6084.706543
	Iteration 90Q: 3 clusters Score -2.568094e+07 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156642 members 
Mstep: Class 2 contains 56040 members 
Entering Unmasked Estep 
Score: -25681114.000000 Penalty: 6084.706543
	Iteration 91Q: 3 clusters Score -2.568111e+07 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158403 members 
Mstep: Class 2 contains 54279 members 
Entering Unmasked Estep 
Score: -25681298.000000 Penalty: 6084.706543
	Iteration 92Q: 3 clusters Score -2.56813e+07 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160219 members 
Mstep: Class 2 contains 52463 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2.568143e+07 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162007 members 
Mstep: Class 2 contains 50675 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2.568157e+07 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163791 members 
Mstep: Class 2 contains 48891 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2.568184e+07 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165623 members 
Mstep: Class 2 contains 47059 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2.568205e+07 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167457 members 
Mstep: Class 2 contains 45225 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2.568231e+07 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169301 members 
Mstep: Class 2 contains 43381 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2.568234e+07 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171087 members 
Mstep: Class 2 contains 41595 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -2.568242e+07 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172857 members 
Mstep: Class 2 contains 39825 members 
Entering Unmasked Estep 
Score: -25682478.000000 Penalty: 6084.706543
	Iteration 100F: 3 clusters Score -2.568248e+07 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174540 members 
Mstep: Class 2 contains 38142 members 
Entering Unmasked Estep 
Score: -25682540.000000 Penalty: 6084.706543
	Iteration 101Q: 3 clusters Score -2.568254e+07 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176228 members 
Mstep: Class 2 contains 36454 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -2.568248e+07 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177859 members 
Mstep: Class 2 contains 34823 members 
Entering Unmasked Estep 
Score: -25682624.000000 Penalty: 6084.706543
	Iteration 103Q: 3 clusters Score -2.568262e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179406 members 
Mstep: Class 2 contains 33276 members 
Entering Unmasked Estep 
Score: -25682832.000000 Penalty: 6084.706543
	Iteration 104Q: 3 clusters Score -2.568283e+07 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180972 members 
Mstep: Class 2 contains 31710 members 
Entering Unmasked Estep 
Score: -25682916.000000 Penalty: 6084.706543
	Iteration 105Q: 3 clusters Score -2.568292e+07 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182499 members 
Mstep: Class 2 contains 30183 members 
Entering Unmasked Estep 
Score: -25683106.000000 Penalty: 6084.706543
	Iteration 106Q: 3 clusters Score -2.568311e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183944 members 
Mstep: Class 2 contains 28738 members 
Entering Unmasked Estep 
Score: -25683208.000000 Penalty: 6084.706543
	Iteration 107Q: 3 clusters Score -2.568321e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185402 members 
Mstep: Class 2 contains 27280 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -2.568345e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186843 members 
Mstep: Class 2 contains 25839 members 
Entering Unmasked Estep 
Score: -25683660.000000 Penalty: 6084.706543
	Iteration 109Q: 3 clusters Score -2.568366e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188235 members 
Mstep: Class 2 contains 24447 members 
Entering Unmasked Estep 
Score: -25683866.000000 Penalty: 6084.706543
	Iteration 110Q: 3 clusters Score -2.568387e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189563 members 
Mstep: Class 2 contains 23119 members 
Entering Unmasked Estep 
Score: -25684148.000000 Penalty: 6084.706543
	Iteration 111Q: 3 clusters Score -2.568415e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190840 members 
Mstep: Class 2 contains 21842 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -2.568432e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192020 members 
Mstep: Class 2 contains 20662 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -2.568445e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193158 members 
Mstep: Class 2 contains 19524 members 
Entering Unmasked Estep 
Score: -25684636.000000 Penalty: 6084.706543
	Iteration 114Q: 3 clusters Score -2.568464e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194276 members 
Mstep: Class 2 contains 18406 members 
Entering Unmasked Estep 
Score: -25684748.000000 Penalty: 6084.706543
	Iteration 115Q: 3 clusters Score -2.568475e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195341 members 
Mstep: Class 2 contains 17341 members 
Entering Unmasked Estep 
Score: -25685034.000000 Penalty: 6084.706543
	Iteration 116Q: 3 clusters Score -2.568503e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196362 members 
Mstep: Class 2 contains 16320 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -2.568526e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197329 members 
Mstep: Class 2 contains 15353 members 
Entering Unmasked Estep 
Score: -25685442.000000 Penalty: 6084.706543
	Iteration 118Q: 3 clusters Score -2.568544e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198238 members 
Mstep: Class 2 contains 14444 members 
Entering Unmasked Estep 
Score: -25685572.000000 Penalty: 6084.706543
	Iteration 119Q: 3 clusters Score -2.568557e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199093 members 
Mstep: Class 2 contains 13589 members 
Entering Unmasked Estep 
Score: -25685728.000000 Penalty: 6084.706543
	Iteration 120F: 3 clusters Score -2.568573e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199906 members 
Mstep: Class 2 contains 12776 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -2.568593e+07 nChanged 757
Entering Unmasked Mstep 
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Mstep: Class 1 contains 200661 members 
Mstep: Class 2 contains 12021 members 
Entering Unmasked Estep 
Score: -25686148.000000 Penalty: 6084.706543
	Iteration 122Q: 3 clusters Score -2.568615e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201347 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -25686268.000000 Penalty: 6084.706543
	Iteration 123Q: 3 clusters Score -2.568627e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201962 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -25686312.000000 Penalty: 6084.706543
	Iteration 124Q: 3 clusters Score -2.568631e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202533 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -2.568647e+07 nChanged 514
Entering Unmasked Mstep 
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Mstep: Class 1 contains 203047 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -25686592.000000 Penalty: 6084.706543
	Iteration 126Q: 3 clusters Score -2.568659e+07 nChanged 483
Entering Unmasked Mstep 
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Mstep: Class 1 contains 203530 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -25686690.000000 Penalty: 6084.706543
	Iteration 127Q: 3 clusters Score -2.568669e+07 nChanged 429
Entering Unmasked Mstep 
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Mstep: Class 1 contains 203959 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -25686758.000000 Penalty: 6084.706543
	Iteration 128Q: 3 clusters Score -2.568676e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204351 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -2.568678e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204709 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -25686912.000000 Penalty: 6084.706543
	Iteration 130Q: 3 clusters Score -2.568691e+07 nChanged 312
Entering Unmasked Mstep 
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Mstep: Class 1 contains 205021 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -25686916.000000 Penalty: 6084.706543
	Iteration 131Q: 3 clusters Score -2.568692e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205307 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -25686932.000000 Penalty: 6084.706543
	Iteration 132Q: 3 clusters Score -2.568693e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205563 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -25686942.000000 Penalty: 6084.706543
	Iteration 133Q: 3 clusters Score -2.568694e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205758 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -2.568693e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205923 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -2.568689e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206062 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -25686902.000000 Penalty: 6084.706543
	Iteration 136Q: 3 clusters Score -2.56869e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206178 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -25686968.000000 Penalty: 6084.706543
	Iteration 137Q: 3 clusters Score -2.568697e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206261 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -25686980.000000 Penalty: 6084.706543
	Iteration 138Q: 3 clusters Score -2.568698e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206344 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -25686990.000000 Penalty: 6084.706543
	Iteration 139Q: 3 clusters Score -2.568699e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206417 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -25686998.000000 Penalty: 6084.706543
	Iteration 140F: 3 clusters Score -2.5687e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206485 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -2.568699e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206541 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -25687006.000000 Penalty: 6084.706543
	Iteration 142Q: 3 clusters Score -2.568701e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206596 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -25687012.000000 Penalty: 6084.706543
	Iteration 143Q: 3 clusters Score -2.568701e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206651 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -25687018.000000 Penalty: 6084.706543
	Iteration 144Q: 3 clusters Score -2.568702e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206708 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -25687032.000000 Penalty: 6084.706543
	Iteration 145Q: 3 clusters Score -2.568703e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206769 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -25686990.000000 Penalty: 6084.706543
	Iteration 146Q: 3 clusters Score -2.568699e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206829 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -25687006.000000 Penalty: 6084.706543
	Iteration 147Q: 3 clusters Score -2.568701e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206870 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -25687012.000000 Penalty: 6084.706543
	Iteration 148Q: 3 clusters Score -2.568701e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206913 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -25687010.000000 Penalty: 6084.706543
	Iteration 149Q: 3 clusters Score -2.568701e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206949 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -25687014.000000 Penalty: 6084.706543
	Iteration 150Q: 3 clusters Score -2.568701e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206988 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -25687026.000000 Penalty: 6084.706543
	Iteration 151Q: 3 clusters Score -2.568703e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207033 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -25687032.000000 Penalty: 6084.706543
	Iteration 152Q: 3 clusters Score -2.568703e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207075 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -25687020.000000 Penalty: 6084.706543
	Iteration 153Q: 3 clusters Score -2.568702e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207115 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -25687028.000000 Penalty: 6084.706543
	Iteration 154Q: 3 clusters Score -2.568703e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207146 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -25687034.000000 Penalty: 6084.706543
	Iteration 155Q: 3 clusters Score -2.568703e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207168 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -25687044.000000 Penalty: 6084.706543
	Iteration 156Q: 3 clusters Score -2.568704e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207195 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -25687010.000000 Penalty: 6084.706543
	Iteration 157Q: 3 clusters Score -2.568701e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207225 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -25686982.000000 Penalty: 6084.706543
	Iteration 158Q: 3 clusters Score -2.568698e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207241 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -25686978.000000 Penalty: 6084.706543
	Iteration 159Q: 3 clusters Score -2.568698e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207257 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -25686986.000000 Penalty: 6084.706543
	Iteration 160F: 3 clusters Score -2.568699e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207267 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -25686990.000000 Penalty: 6084.706543
	Iteration 161Q: 3 clusters Score -2.568699e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207277 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -25687002.000000 Penalty: 6084.706543
	Iteration 162Q: 3 clusters Score -2.5687e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207288 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -25686990.000000 Penalty: 6084.706543
	Iteration 163Q: 3 clusters Score -2.568699e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207298 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -25687014.000000 Penalty: 6084.706543
	Iteration 164Q: 3 clusters Score -2.568701e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207315 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -25687020.000000 Penalty: 6084.706543
	Iteration 165Q: 3 clusters Score -2.568702e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207322 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -25687026.000000 Penalty: 6084.706543
	Iteration 166Q: 3 clusters Score -2.568703e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207330 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -25687012.000000 Penalty: 6084.706543
	Iteration 167Q: 3 clusters Score -2.568701e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207333 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -25687004.000000 Penalty: 6084.706543
	Iteration 168Q: 3 clusters Score -2.5687e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207334 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -25686994.000000 Penalty: 6084.706543
	Iteration 169Q: 3 clusters Score -2.568699e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207336 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -25687008.000000 Penalty: 6084.706543
	Iteration 170Q: 3 clusters Score -2.568701e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207337 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -25687010.000000 Penalty: 6084.706543
	Iteration 171Q: 3 clusters Score -2.568701e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207338 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -25687004.000000 Penalty: 6084.706543
	Iteration 172Q: 3 clusters Score -2.5687e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207339 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -25687008.000000 Penalty: 6084.706543
	Iteration 173Q: 3 clusters Score -2.568701e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207339 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -25687008.000000 Penalty: 6084.706543
	Iteration 174F: 3 clusters Score -2.568701e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (12567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Entering Unmasked Estep 
Score: -1493119.625000 Penalty: 2340.829590
	Iteration 0F: 2 clusters Score -1493120 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -1483855.500000 Penalty: 4681.659180
	Iteration 0F: 3 clusters Score -1483856 nChanged 5291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -1486648.875000 Penalty: 4681.659180
	Iteration 1F: 3 clusters Score -1486649 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -1487017.375000 Penalty: 4681.659180
	Iteration 2F: 3 clusters Score -1487017 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -1487317.000000 Penalty: 4681.659180
	Iteration 3F: 3 clusters Score -1487317 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -1487610.750000 Penalty: 4681.659180
	Iteration 4Q: 3 clusters Score -1487611 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -1487881.000000 Penalty: 4681.659180
	Iteration 5Q: 3 clusters Score -1487881 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -1488117.250000 Penalty: 4681.659180
	Iteration 6Q: 3 clusters Score -1488117 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -1488360.750000 Penalty: 4681.659180
	Iteration 7Q: 3 clusters Score -1488361 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -1488619.625000 Penalty: 4681.659180
	Iteration 8Q: 3 clusters Score -1488620 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -1488909.375000 Penalty: 4681.659180
	Iteration 9Q: 3 clusters Score -1488909 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -1489211.500000 Penalty: 4681.659180
	Iteration 10Q: 3 clusters Score -1489212 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -1489515.875000 Penalty: 4681.659180
	Iteration 11Q: 3 clusters Score -1489516 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -1489810.250000 Penalty: 4681.659180
	Iteration 12Q: 3 clusters Score -1489810 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -1490115.750000 Penalty: 4681.659180
	Iteration 13Q: 3 clusters Score -1490116 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -1490351.250000 Penalty: 4681.659180
	Iteration 14Q: 3 clusters Score -1490351 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -1490536.500000 Penalty: 4681.659180
	Iteration 15Q: 3 clusters Score -1490536 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1490722.625000 Penalty: 4681.659180
	Iteration 16Q: 3 clusters Score -1490723 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1490867.750000 Penalty: 4681.659180
	Iteration 17Q: 3 clusters Score -1490868 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1490971.375000 Penalty: 4681.659180
	Iteration 18Q: 3 clusters Score -1490971 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1491049.125000 Penalty: 4681.659180
	Iteration 19Q: 3 clusters Score -1491049 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11726 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1491110.875000 Penalty: 4681.659180
	Iteration 20F: 3 clusters Score -1491111 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1491158.625000 Penalty: 4681.659180
	Iteration 21Q: 3 clusters Score -1491159 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11849 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1491193.000000 Penalty: 4681.659180
	Iteration 22Q: 3 clusters Score -1491193 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1491223.250000 Penalty: 4681.659180
	Iteration 23Q: 3 clusters Score -1491223 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1491239.875000 Penalty: 4681.659180
	Iteration 24Q: 3 clusters Score -1491240 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11942 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1491258.875000 Penalty: 4681.659180
	Iteration 25Q: 3 clusters Score -1491259 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11966 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1491271.625000 Penalty: 4681.659180
	Iteration 26Q: 3 clusters Score -1491272 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11981 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1491280.000000 Penalty: 4681.659180
	Iteration 27Q: 3 clusters Score -1491280 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11989 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1491289.250000 Penalty: 4681.659180
	Iteration 28Q: 3 clusters Score -1491289 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11993 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1491288.375000 Penalty: 4681.659180
	Iteration 29Q: 3 clusters Score -1491288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11994 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1491291.500000 Penalty: 4681.659180
	Iteration 30Q: 3 clusters Score -1491292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1491289.125000 Penalty: 4681.659180
	Iteration 31Q: 3 clusters Score -1491289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1491288.250000 Penalty: 4681.659180
	Iteration 32Q: 3 clusters Score -1491288 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1491288.250000 Penalty: 4681.659180
	Iteration 33F: 3 clusters Score -1491288 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (92058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92058 members 
Entering Unmasked Estep 
Score: -10836514.000000 Penalty: 2834.683105
	Iteration 0F: 2 clusters Score -1.083651e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45894 members 
Mstep: Class 2 contains 46164 members 
Entering Unmasked Estep 
Score: -10774927.000000 Penalty: 5669.366211
	Iteration 0F: 3 clusters Score -1.077493e+07 nChanged 43571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45633 members 
Mstep: Class 2 contains 46425 members 
Entering Unmasked Estep 
Score: -10799367.000000 Penalty: 5669.366211
	Iteration 1F: 3 clusters Score -1.079937e+07 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45496 members 
Mstep: Class 2 contains 46562 members 
Entering Unmasked Estep 
Score: -10800091.000000 Penalty: 5669.366211
	Iteration 2Q: 3 clusters Score -1.080009e+07 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45241 members 
Mstep: Class 2 contains 46817 members 
Entering Unmasked Estep 
Score: -10800785.000000 Penalty: 5669.366211
	Iteration 3Q: 3 clusters Score -1.080078e+07 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44913 members 
Mstep: Class 2 contains 47145 members 
Entering Unmasked Estep 
Score: -10801643.000000 Penalty: 5669.366211
	Iteration 4Q: 3 clusters Score -1.080164e+07 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44440 members 
Mstep: Class 2 contains 47618 members 
Entering Unmasked Estep 
Score: -10802614.000000 Penalty: 5669.366211
	Iteration 5Q: 3 clusters Score -1.080261e+07 nChanged 3421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43709 members 
Mstep: Class 2 contains 48349 members 
Entering Unmasked Estep 
Score: -10803737.000000 Penalty: 5669.366211
	Iteration 6Q: 3 clusters Score -1.080374e+07 nChanged 3626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42495 members 
Mstep: Class 2 contains 49563 members 
Entering Unmasked Estep 
Score: -10805096.000000 Penalty: 5669.366211
	Iteration 7Q: 3 clusters Score -1.08051e+07 nChanged 3903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40626 members 
Mstep: Class 2 contains 51432 members 
Entering Unmasked Estep 
Score: -10806767.000000 Penalty: 5669.366211
	Iteration 8Q: 3 clusters Score -1.080677e+07 nChanged 4082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37958 members 
Mstep: Class 2 contains 54100 members 
Entering Unmasked Estep 
Score: -10808920.000000 Penalty: 5669.366211
	Iteration 9Q: 3 clusters Score -1.080892e+07 nChanged 4539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34387 members 
Mstep: Class 2 contains 57671 members 
Entering Unmasked Estep 
Score: -10811571.000000 Penalty: 5669.366211
	Iteration 10Q: 3 clusters Score -1.081157e+07 nChanged 4930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30003 members 
Mstep: Class 2 contains 62055 members 
Entering Unmasked Estep 
Score: -10814723.000000 Penalty: 5669.366211
	Iteration 11F: 3 clusters Score -1.081472e+07 nChanged 5165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25036 members 
Mstep: Class 2 contains 67022 members 
Entering Unmasked Estep 
Score: -10818207.000000 Penalty: 5669.366211
	Iteration 12F: 3 clusters Score -1.081821e+07 nChanged 5307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19787 members 
Mstep: Class 2 contains 72271 members 
Entering Unmasked Estep 
Score: -10821833.000000 Penalty: 5669.366211
	Iteration 13F: 3 clusters Score -1.082183e+07 nChanged 4931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14866 members 
Mstep: Class 2 contains 77192 members 
Entering Unmasked Estep 
Score: -10825111.000000 Penalty: 5669.366211
	Iteration 14F: 3 clusters Score -1.082511e+07 nChanged 4271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 81459 members 
Entering Unmasked Estep 
Score: -10827922.000000 Penalty: 5669.366211
	Iteration 15Q: 3 clusters Score -1.082792e+07 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 84808 members 
Entering Unmasked Estep 
Score: -10830054.000000 Penalty: 5669.366211
	Iteration 16Q: 3 clusters Score -1.083005e+07 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 87168 members 
Entering Unmasked Estep 
Score: -10831452.000000 Penalty: 5669.366211
	Iteration 17Q: 3 clusters Score -1.083145e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 88753 members 
Entering Unmasked Estep 
Score: -10832391.000000 Penalty: 5669.366211
	Iteration 18Q: 3 clusters Score -1.083239e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 89732 members 
Entering Unmasked Estep 
Score: -10832988.000000 Penalty: 5669.366211
	Iteration 19Q: 3 clusters Score -1.083299e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 90317 members 
Entering Unmasked Estep 
Score: -10833352.000000 Penalty: 5669.366211
	Iteration 20F: 3 clusters Score -1.083335e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 90671 members 
Entering Unmasked Estep 
Score: -10833604.000000 Penalty: 5669.366211
	Iteration 21Q: 3 clusters Score -1.08336e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 90899 members 
Entering Unmasked Estep 
Score: -10833789.000000 Penalty: 5669.366211
	Iteration 22Q: 3 clusters Score -1.083379e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 91034 members 
Entering Unmasked Estep 
Score: -10833865.000000 Penalty: 5669.366211
	Iteration 23Q: 3 clusters Score -1.083386e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 91125 members 
Entering Unmasked Estep 
Score: -10833940.000000 Penalty: 5669.366211
	Iteration 24Q: 3 clusters Score -1.083394e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 91200 members 
Entering Unmasked Estep 
Score: -10833970.000000 Penalty: 5669.366211
	Iteration 25Q: 3 clusters Score -1.083397e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 91238 members 
Entering Unmasked Estep 
Score: -10834000.000000 Penalty: 5669.366211
	Iteration 26Q: 3 clusters Score -1.0834e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 91264 members 
Entering Unmasked Estep 
Score: -10834024.000000 Penalty: 5669.366211
	Iteration 27Q: 3 clusters Score -1.083402e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 91289 members 
Entering Unmasked Estep 
Score: -10834057.000000 Penalty: 5669.366211
	Iteration 28Q: 3 clusters Score -1.083406e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 91317 members 
Entering Unmasked Estep 
Score: -10834079.000000 Penalty: 5669.366211
	Iteration 29Q: 3 clusters Score -1.083408e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 91341 members 
Entering Unmasked Estep 
Score: -10834088.000000 Penalty: 5669.366211
	Iteration 30Q: 3 clusters Score -1.083409e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 91357 members 
Entering Unmasked Estep 
Score: -10834105.000000 Penalty: 5669.366211
	Iteration 31Q: 3 clusters Score -1.08341e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 91372 members 
Entering Unmasked Estep 
Score: -10834105.000000 Penalty: 5669.366211
	Iteration 32Q: 3 clusters Score -1.08341e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 91396 members 
Entering Unmasked Estep 
Score: -10834120.000000 Penalty: 5669.366211
	Iteration 33Q: 3 clusters Score -1.083412e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 91412 members 
Entering Unmasked Estep 
Score: -10834132.000000 Penalty: 5669.366211
	Iteration 34Q: 3 clusters Score -1.083413e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 91423 members 
Entering Unmasked Estep 
Score: -10834136.000000 Penalty: 5669.366211
	Iteration 35Q: 3 clusters Score -1.083414e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 91428 members 
Entering Unmasked Estep 
Score: -10834150.000000 Penalty: 5669.366211
	Iteration 36Q: 3 clusters Score -1.083415e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 91428 members 
Entering Unmasked Estep 
Score: -10834150.000000 Penalty: 5669.366211
	Iteration 37F: 3 clusters Score -1.083415e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (15750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15750 members 
Entering Unmasked Estep 
Score: -1825045.625000 Penalty: 2396.819824
	Iteration 0F: 2 clusters Score -1825046 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -1813568.250000 Penalty: 4793.639648
	Iteration 0F: 3 clusters Score -1813568 nChanged 6893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -1817517.750000 Penalty: 4793.639648
	Iteration 1F: 3 clusters Score -1817518 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -1818167.500000 Penalty: 4793.639648
	Iteration 2F: 3 clusters Score -1818168 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -1818767.250000 Penalty: 4793.639648
	Iteration 3F: 3 clusters Score -1818767 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -1819367.625000 Penalty: 4793.639648
	Iteration 4F: 3 clusters Score -1819368 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -1819900.750000 Penalty: 4793.639648
	Iteration 5F: 3 clusters Score -1819901 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -1820406.000000 Penalty: 4793.639648
	Iteration 6F: 3 clusters Score -1820406 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -1820841.125000 Penalty: 4793.639648
	Iteration 7F: 3 clusters Score -1820841 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -1821213.875000 Penalty: 4793.639648
	Iteration 8Q: 3 clusters Score -1821214 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -1821562.000000 Penalty: 4793.639648
	Iteration 9Q: 3 clusters Score -1821562 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -1821880.875000 Penalty: 4793.639648
	Iteration 10Q: 3 clusters Score -1821881 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 11542 members 
Entering Unmasked Estep 
Score: -1822180.750000 Penalty: 4793.639648
	Iteration 11Q: 3 clusters Score -1822181 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 11841 members 
Entering Unmasked Estep 
Score: -1822395.125000 Penalty: 4793.639648
	Iteration 12Q: 3 clusters Score -1822395 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 12087 members 
Entering Unmasked Estep 
Score: -1822572.625000 Penalty: 4793.639648
	Iteration 13Q: 3 clusters Score -1822573 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
Score: -1822709.000000 Penalty: 4793.639648
	Iteration 14Q: 3 clusters Score -1822709 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 12446 members 
Entering Unmasked Estep 
Score: -1822806.250000 Penalty: 4793.639648
	Iteration 15Q: 3 clusters Score -1822806 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 12603 members 
Entering Unmasked Estep 
Score: -1822894.000000 Penalty: 4793.639648
	Iteration 16Q: 3 clusters Score -1822894 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 12756 members 
Entering Unmasked Estep 
Score: -1822967.500000 Penalty: 4793.639648
	Iteration 17Q: 3 clusters Score -1822968 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 12900 members 
Entering Unmasked Estep 
Score: -1823024.625000 Penalty: 4793.639648
	Iteration 18Q: 3 clusters Score -1823025 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 13013 members 
Entering Unmasked Estep 
Score: -1823077.125000 Penalty: 4793.639648
	Iteration 19Q: 3 clusters Score -1823077 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 13104 members 
Entering Unmasked Estep 
Score: -1823104.500000 Penalty: 4793.639648
	Iteration 20F: 3 clusters Score -1823104 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 13182 members 
Entering Unmasked Estep 
Score: -1823134.250000 Penalty: 4793.639648
	Iteration 21Q: 3 clusters Score -1823134 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 13242 members 
Entering Unmasked Estep 
Score: -1823153.500000 Penalty: 4793.639648
	Iteration 22Q: 3 clusters Score -1823154 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 13309 members 
Entering Unmasked Estep 
Score: -1823175.375000 Penalty: 4793.639648
	Iteration 23Q: 3 clusters Score -1823175 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 13359 members 
Entering Unmasked Estep 
Score: -1823192.250000 Penalty: 4793.639648
	Iteration 24Q: 3 clusters Score -1823192 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 13405 members 
Entering Unmasked Estep 
Score: -1823200.500000 Penalty: 4793.639648
	Iteration 25Q: 3 clusters Score -1823200 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 13447 members 
Entering Unmasked Estep 
Score: -1823211.375000 Penalty: 4793.639648
	Iteration 26Q: 3 clusters Score -1823211 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 13483 members 
Entering Unmasked Estep 
Score: -1823214.750000 Penalty: 4793.639648
	Iteration 27Q: 3 clusters Score -1823215 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
Score: -1823223.750000 Penalty: 4793.639648
	Iteration 28Q: 3 clusters Score -1823224 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 13546 members 
Entering Unmasked Estep 
Score: -1823235.375000 Penalty: 4793.639648
	Iteration 29Q: 3 clusters Score -1823235 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 13591 members 
Entering Unmasked Estep 
Score: -1823246.000000 Penalty: 4793.639648
	Iteration 30Q: 3 clusters Score -1823246 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 13620 members 
Entering Unmasked Estep 
Score: -1823250.500000 Penalty: 4793.639648
	Iteration 31Q: 3 clusters Score -1823250 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 13654 members 
Entering Unmasked Estep 
Score: -1823263.250000 Penalty: 4793.639648
	Iteration 32Q: 3 clusters Score -1823263 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 13678 members 
Entering Unmasked Estep 
Score: -1823268.000000 Penalty: 4793.639648
	Iteration 33Q: 3 clusters Score -1823268 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 13699 members 
Entering Unmasked Estep 
Score: -1823269.750000 Penalty: 4793.639648
	Iteration 34Q: 3 clusters Score -1823270 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 13717 members 
Entering Unmasked Estep 
Score: -1823274.250000 Penalty: 4793.639648
	Iteration 35Q: 3 clusters Score -1823274 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -1823277.500000 Penalty: 4793.639648
	Iteration 36Q: 3 clusters Score -1823278 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 13751 members 
Entering Unmasked Estep 
Score: -1823282.250000 Penalty: 4793.639648
	Iteration 37Q: 3 clusters Score -1823282 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 13768 members 
Entering Unmasked Estep 
Score: -1823288.375000 Penalty: 4793.639648
	Iteration 38Q: 3 clusters Score -1823288 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 13781 members 
Entering Unmasked Estep 
Score: -1823292.625000 Penalty: 4793.639648
	Iteration 39Q: 3 clusters Score -1823293 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 13803 members 
Entering Unmasked Estep 
Score: -1823296.250000 Penalty: 4793.639648
	Iteration 40F: 3 clusters Score -1823296 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 13828 members 
Entering Unmasked Estep 
Score: -1823300.000000 Penalty: 4793.639648
	Iteration 41Q: 3 clusters Score -1823300 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 13849 members 
Entering Unmasked Estep 
Score: -1823302.750000 Penalty: 4793.639648
	Iteration 42Q: 3 clusters Score -1823303 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 13865 members 
Entering Unmasked Estep 
Score: -1823305.375000 Penalty: 4793.639648
	Iteration 43Q: 3 clusters Score -1823305 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 13880 members 
Entering Unmasked Estep 
Score: -1823309.125000 Penalty: 4793.639648
	Iteration 44Q: 3 clusters Score -1823309 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 13892 members 
Entering Unmasked Estep 
Score: -1823313.250000 Penalty: 4793.639648
	Iteration 45Q: 3 clusters Score -1823313 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 13899 members 
Entering Unmasked Estep 
Score: -1823314.750000 Penalty: 4793.639648
	Iteration 46Q: 3 clusters Score -1823315 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 13904 members 
Entering Unmasked Estep 
Score: -1823315.875000 Penalty: 4793.639648
	Iteration 47Q: 3 clusters Score -1823316 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 13913 members 
Entering Unmasked Estep 
Score: -1823319.750000 Penalty: 4793.639648
	Iteration 48Q: 3 clusters Score -1823320 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 13920 members 
Entering Unmasked Estep 
Score: -1823320.000000 Penalty: 4793.639648
	Iteration 49Q: 3 clusters Score -1823320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 13922 members 
Entering Unmasked Estep 
Score: -1823321.375000 Penalty: 4793.639648
	Iteration 50Q: 3 clusters Score -1823321 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 13924 members 
Entering Unmasked Estep 
Score: -1823325.375000 Penalty: 4793.639648
	Iteration 51Q: 3 clusters Score -1823325 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 13925 members 
Entering Unmasked Estep 
Score: -1823326.500000 Penalty: 4793.639648
	Iteration 52Q: 3 clusters Score -1823326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 13926 members 
Entering Unmasked Estep 
Score: -1823325.250000 Penalty: 4793.639648
	Iteration 53Q: 3 clusters Score -1823325 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 13928 members 
Entering Unmasked Estep 
Score: -1823324.750000 Penalty: 4793.639648
	Iteration 54Q: 3 clusters Score -1823325 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 13929 members 
Entering Unmasked Estep 
Score: -1823325.500000 Penalty: 4793.639648
	Iteration 55Q: 3 clusters Score -1823326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 13930 members 
Entering Unmasked Estep 
Score: -1823323.625000 Penalty: 4793.639648
	Iteration 56Q: 3 clusters Score -1823324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 13932 members 
Entering Unmasked Estep 
Score: -1823322.500000 Penalty: 4793.639648
	Iteration 57Q: 3 clusters Score -1823322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 13935 members 
Entering Unmasked Estep 
Score: -1823323.875000 Penalty: 4793.639648
	Iteration 58Q: 3 clusters Score -1823324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 13937 members 
Entering Unmasked Estep 
Score: -1823322.250000 Penalty: 4793.639648
	Iteration 59Q: 3 clusters Score -1823322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 13939 members 
Entering Unmasked Estep 
Score: -1823323.875000 Penalty: 4793.639648
	Iteration 60F: 3 clusters Score -1823324 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (11336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Entering Unmasked Estep 
Score: -1240645.250000 Penalty: 2315.263184
	Iteration 0F: 2 clusters Score -1240645 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -1232181.875000 Penalty: 4630.526367
	Iteration 0F: 3 clusters Score -1232182 nChanged 4800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -1234991.125000 Penalty: 4630.526367
	Iteration 1F: 3 clusters Score -1234991 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -1236023.500000 Penalty: 4630.526367
	Iteration 2F: 3 clusters Score -1236024 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -1237507.375000 Penalty: 4630.526367
	Iteration 3F: 3 clusters Score -1237507 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -1238829.250000 Penalty: 4630.526367
	Iteration 4F: 3 clusters Score -1238829 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -1239584.250000 Penalty: 4630.526367
	Iteration 5F: 3 clusters Score -1239584 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -1239922.375000 Penalty: 4630.526367
	Iteration 6Q: 3 clusters Score -1239922 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -1240069.000000 Penalty: 4630.526367
	Iteration 7Q: 3 clusters Score -1240069 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -1240132.625000 Penalty: 4630.526367
	Iteration 8Q: 3 clusters Score -1240133 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -1240158.625000 Penalty: 4630.526367
	Iteration 9Q: 3 clusters Score -1240159 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -1240175.000000 Penalty: 4630.526367
	Iteration 10Q: 3 clusters Score -1240175 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -1240177.750000 Penalty: 4630.526367
	Iteration 11Q: 3 clusters Score -1240178 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -1240189.000000 Penalty: 4630.526367
	Iteration 12Q: 3 clusters Score -1240189 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -1240192.000000 Penalty: 4630.526367
	Iteration 13Q: 3 clusters Score -1240192 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -1240194.000000 Penalty: 4630.526367
	Iteration 14Q: 3 clusters Score -1240194 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -1240197.500000 Penalty: 4630.526367
	Iteration 15Q: 3 clusters Score -1240198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -1240199.000000 Penalty: 4630.526367
	Iteration 16Q: 3 clusters Score -1240199 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -1240199.625000 Penalty: 4630.526367
	Iteration 17Q: 3 clusters Score -1240200 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -1240198.375000 Penalty: 4630.526367
	Iteration 18Q: 3 clusters Score -1240198 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -1240199.125000 Penalty: 4630.526367
	Iteration 19Q: 3 clusters Score -1240199 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -1240200.500000 Penalty: 4630.526367
	Iteration 20F: 3 clusters Score -1240200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -1240199.125000 Penalty: 4630.526367
	Iteration 21Q: 3 clusters Score -1240199 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -1240200.125000 Penalty: 4630.526367
	Iteration 22Q: 3 clusters Score -1240200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -1240200.000000 Penalty: 4630.526367
	Iteration 23Q: 3 clusters Score -1240200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -1240200.750000 Penalty: 4630.526367
	Iteration 24Q: 3 clusters Score -1240201 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -1240201.750000 Penalty: 4630.526367
	Iteration 25Q: 3 clusters Score -1240202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -1240202.250000 Penalty: 4630.526367
	Iteration 26Q: 3 clusters Score -1240202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -1240203.875000 Penalty: 4630.526367
	Iteration 27Q: 3 clusters Score -1240204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -1240203.500000 Penalty: 4630.526367
	Iteration 28Q: 3 clusters Score -1240204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -1240205.875000 Penalty: 4630.526367
	Iteration 29Q: 3 clusters Score -1240206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -1240205.875000 Penalty: 4630.526367
	Iteration 30Q: 3 clusters Score -1240206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -1240205.000000 Penalty: 4630.526367
	Iteration 31Q: 3 clusters Score -1240205 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -1240205.000000 Penalty: 4630.526367
	Iteration 32F: 3 clusters Score -1240205 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (19963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19963 members 
Entering Unmasked Estep 
Score: -2382331.000000 Penalty: 2455.605713
	Iteration 0F: 2 clusters Score -2382331 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -2368149.250000 Penalty: 4911.211426
	Iteration 0F: 3 clusters Score -2368149 nChanged 8906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -2373020.000000 Penalty: 4911.211426
	Iteration 1F: 3 clusters Score -2373020 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -2373373.750000 Penalty: 4911.211426
	Iteration 2F: 3 clusters Score -2373374 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -2373668.250000 Penalty: 4911.211426
	Iteration 3Q: 3 clusters Score -2373668 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -2373910.250000 Penalty: 4911.211426
	Iteration 4Q: 3 clusters Score -2373910 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -2374139.000000 Penalty: 4911.211426
	Iteration 5Q: 3 clusters Score -2374139 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -2374378.500000 Penalty: 4911.211426
	Iteration 6Q: 3 clusters Score -2374378 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -2374665.500000 Penalty: 4911.211426
	Iteration 7Q: 3 clusters Score -2374666 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -2375030.000000 Penalty: 4911.211426
	Iteration 8Q: 3 clusters Score -2375030 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13930 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -2375561.750000 Penalty: 4911.211426
	Iteration 9Q: 3 clusters Score -2375562 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14989 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -2376274.750000 Penalty: 4911.211426
	Iteration 10F: 3 clusters Score -2376275 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16113 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -2377105.000000 Penalty: 4911.211426
	Iteration 11F: 3 clusters Score -2377105 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17151 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -2377928.500000 Penalty: 4911.211426
	Iteration 12F: 3 clusters Score -2377928 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18009 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -2378648.750000 Penalty: 4911.211426
	Iteration 13Q: 3 clusters Score -2378649 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18592 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -2379136.500000 Penalty: 4911.211426
	Iteration 14Q: 3 clusters Score -2379136 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18984 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -2379489.000000 Penalty: 4911.211426
	Iteration 15Q: 3 clusters Score -2379489 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19197 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -2379677.500000 Penalty: 4911.211426
	Iteration 16Q: 3 clusters Score -2379678 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19348 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -2379820.500000 Penalty: 4911.211426
	Iteration 17Q: 3 clusters Score -2379820 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19426 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -2379903.000000 Penalty: 4911.211426
	Iteration 18Q: 3 clusters Score -2379903 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19483 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -2379977.250000 Penalty: 4911.211426
	Iteration 19Q: 3 clusters Score -2379977 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19525 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -2380024.750000 Penalty: 4911.211426
	Iteration 20F: 3 clusters Score -2380025 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19551 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -2380068.000000 Penalty: 4911.211426
	Iteration 21Q: 3 clusters Score -2380068 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19582 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -2380115.500000 Penalty: 4911.211426
	Iteration 22Q: 3 clusters Score -2380116 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19594 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -2380140.500000 Penalty: 4911.211426
	Iteration 23Q: 3 clusters Score -2380140 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19604 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -2380153.500000 Penalty: 4911.211426
	Iteration 24Q: 3 clusters Score -2380154 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19607 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -2380160.250000 Penalty: 4911.211426
	Iteration 25Q: 3 clusters Score -2380160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19608 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -2380163.000000 Penalty: 4911.211426
	Iteration 26Q: 3 clusters Score -2380163 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19612 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -2380172.500000 Penalty: 4911.211426
	Iteration 27Q: 3 clusters Score -2380172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19615 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -2380175.250000 Penalty: 4911.211426
	Iteration 28Q: 3 clusters Score -2380175 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19619 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -2380181.500000 Penalty: 4911.211426
	Iteration 29Q: 3 clusters Score -2380182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19624 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -2380185.500000 Penalty: 4911.211426
	Iteration 30Q: 3 clusters Score -2380186 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19629 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -2380189.000000 Penalty: 4911.211426
	Iteration 31Q: 3 clusters Score -2380189 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19630 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -2380188.750000 Penalty: 4911.211426
	Iteration 32Q: 3 clusters Score -2380189 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19630 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -2380188.750000 Penalty: 4911.211426
	Iteration 33F: 3 clusters Score -2380189 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Entering Unmasked Estep 
Score: -849831.125000 Penalty: 2215.156006
	Iteration 0F: 2 clusters Score -849831.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -843792.062500 Penalty: 4430.312012
	Iteration 0F: 3 clusters Score -843792.1 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -846154.500000 Penalty: 4430.312012
	Iteration 1F: 3 clusters Score -846154.5 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -847069.500000 Penalty: 4430.312012
	Iteration 2F: 3 clusters Score -847069.5 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -847900.125000 Penalty: 4430.312012
	Iteration 3F: 3 clusters Score -847900.1 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -848640.750000 Penalty: 4430.312012
	Iteration 4F: 3 clusters Score -848640.8 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -849243.125000 Penalty: 4430.312012
	Iteration 5F: 3 clusters Score -849243.1 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -849609.000000 Penalty: 4430.312012
	Iteration 6F: 3 clusters Score -849609 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -849843.000000 Penalty: 4430.312012
	Iteration 7Q: 3 clusters Score -849843 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -850008.937500 Penalty: 4430.312012
	Iteration 8Q: 3 clusters Score -850008.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -850103.312500 Penalty: 4430.312012
	Iteration 9Q: 3 clusters Score -850103.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -850167.687500 Penalty: 4430.312012
	Iteration 10Q: 3 clusters Score -850167.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -850211.875000 Penalty: 4430.312012
	Iteration 11Q: 3 clusters Score -850211.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -850242.812500 Penalty: 4430.312012
	Iteration 12Q: 3 clusters Score -850242.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -850267.500000 Penalty: 4430.312012
	Iteration 13Q: 3 clusters Score -850267.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -850294.437500 Penalty: 4430.312012
	Iteration 14Q: 3 clusters Score -850294.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -850310.500000 Penalty: 4430.312012
	Iteration 15Q: 3 clusters Score -850310.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -850324.687500 Penalty: 4430.312012
	Iteration 16Q: 3 clusters Score -850324.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -850341.687500 Penalty: 4430.312012
	Iteration 17Q: 3 clusters Score -850341.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -850359.437500 Penalty: 4430.312012
	Iteration 18Q: 3 clusters Score -850359.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -850375.437500 Penalty: 4430.312012
	Iteration 19Q: 3 clusters Score -850375.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -850396.500000 Penalty: 4430.312012
	Iteration 20F: 3 clusters Score -850396.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -850410.062500 Penalty: 4430.312012
	Iteration 21Q: 3 clusters Score -850410.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -850415.125000 Penalty: 4430.312012
	Iteration 22Q: 3 clusters Score -850415.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -850418.250000 Penalty: 4430.312012
	Iteration 23Q: 3 clusters Score -850418.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -850421.437500 Penalty: 4430.312012
	Iteration 24Q: 3 clusters Score -850421.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -850425.125000 Penalty: 4430.312012
	Iteration 25Q: 3 clusters Score -850425.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -850426.812500 Penalty: 4430.312012
	Iteration 26Q: 3 clusters Score -850426.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -850427.500000 Penalty: 4430.312012
	Iteration 27Q: 3 clusters Score -850427.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -850428.937500 Penalty: 4430.312012
	Iteration 28Q: 3 clusters Score -850428.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -850429.750000 Penalty: 4430.312012
	Iteration 29Q: 3 clusters Score -850429.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -850429.750000 Penalty: 4430.312012
	Iteration 30F: 3 clusters Score -850429.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 953 members 
Mstep: Class 3 contains 212682 members 
Mstep: Class 4 contains 12567 members 
Mstep: Class 5 contains 92058 members 
Mstep: Class 6 contains 15750 members 
Mstep: Class 7 contains 11336 members 
Mstep: Class 8 contains 19963 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 43492 members 
Mstep: Class 11 contains 7830 members 
Mstep: Class 12 contains 36685 members 
Mstep: Class 13 contains 5034 members 
Mstep: Class 14 contains 3649 members 
Mstep: Class 15 contains 9076 members 
Mstep: Class 16 contains 47264 members 
Mstep: Class 17 contains 10232 members 
Mstep: Class 18 contains 1181 members 
Mstep: Class 19 contains 27119 members 
Mstep: Class 20 contains 118921 members 
Mstep: Class 21 contains 75524 members 
Mstep: Class 22 contains 1519 members 
Mstep: Class 23 contains 1387 members 
Mstep: Class 24 contains 229013 members 
Mstep: Class 25 contains 1399 members 
Mstep: Class 26 contains 4144 members 
Mstep: Class 27 contains 72028 members 
Mstep: Class 28 contains 25715 members 
Mstep: Class 29 contains 3962 members 
Mstep: Class 30 contains 11162 members 
Mstep: Class 31 contains 3899 members 
Mstep: Class 32 contains 1978 members 
Mstep: Class 33 contains 4579 members 
Mstep: Class 34 contains 237240 members 
Mstep: Class 35 contains 7080 members 
Entering Unmasked Estep 
Score: -155645424.000000 Penalty: 122589.179688
Splitting cluster 9 changes total score from -155645776.000000 to -155645424.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (43492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43492 members 
Entering Unmasked Estep 
Score: -5066348.000000 Penalty: 2648.722412
	Iteration 0F: 2 clusters Score -5066348 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21570 members 
Mstep: Class 2 contains 21922 members 
Entering Unmasked Estep 
Score: -5036857.500000 Penalty: 5297.444824
	Iteration 0F: 3 clusters Score -5036858 nChanged 20081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20125 members 
Mstep: Class 2 contains 23367 members 
Entering Unmasked Estep 
Score: -5047963.500000 Penalty: 5297.444824
	Iteration 1F: 3 clusters Score -5047964 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19046 members 
Mstep: Class 2 contains 24446 members 
Entering Unmasked Estep 
Score: -5048831.500000 Penalty: 5297.444824
	Iteration 2F: 3 clusters Score -5048832 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17350 members 
Mstep: Class 2 contains 26142 members 
Entering Unmasked Estep 
Score: -5050106.500000 Penalty: 5297.444824
	Iteration 3F: 3 clusters Score -5050106 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14971 members 
Mstep: Class 2 contains 28521 members 
Entering Unmasked Estep 
Score: -5052055.000000 Penalty: 5297.444824
	Iteration 4F: 3 clusters Score -5052055 nChanged 3444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 31409 members 
Entering Unmasked Estep 
Score: -5054720.000000 Penalty: 5297.444824
	Iteration 5F: 3 clusters Score -5054720 nChanged 3502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 34447 members 
Entering Unmasked Estep 
Score: -5057716.000000 Penalty: 5297.444824
	Iteration 6F: 3 clusters Score -5057716 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 37097 members 
Entering Unmasked Estep 
Score: -5060329.000000 Penalty: 5297.444824
	Iteration 7F: 3 clusters Score -5060329 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 38907 members 
Entering Unmasked Estep 
Score: -5061927.000000 Penalty: 5297.444824
	Iteration 8Q: 3 clusters Score -5061927 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 40147 members 
Entering Unmasked Estep 
Score: -5062859.500000 Penalty: 5297.444824
	Iteration 9Q: 3 clusters Score -5062860 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 40926 members 
Entering Unmasked Estep 
Score: -5063414.500000 Penalty: 5297.444824
	Iteration 10Q: 3 clusters Score -5063414 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 41418 members 
Entering Unmasked Estep 
Score: -5063716.500000 Penalty: 5297.444824
	Iteration 11Q: 3 clusters Score -5063716 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 41719 members 
Entering Unmasked Estep 
Score: -5063896.000000 Penalty: 5297.444824
	Iteration 12Q: 3 clusters Score -5063896 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 41924 members 
Entering Unmasked Estep 
Score: -5064003.500000 Penalty: 5297.444824
	Iteration 13Q: 3 clusters Score -5064004 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 42088 members 
Entering Unmasked Estep 
Score: -5064075.500000 Penalty: 5297.444824
	Iteration 14Q: 3 clusters Score -5064076 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 42197 members 
Entering Unmasked Estep 
Score: -5064128.000000 Penalty: 5297.444824
	Iteration 15Q: 3 clusters Score -5064128 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 42290 members 
Entering Unmasked Estep 
Score: -5064178.500000 Penalty: 5297.444824
	Iteration 16Q: 3 clusters Score -5064178 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 42359 members 
Entering Unmasked Estep 
Score: -5064212.500000 Penalty: 5297.444824
	Iteration 17Q: 3 clusters Score -5064212 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 42419 members 
Entering Unmasked Estep 
Score: -5064219.500000 Penalty: 5297.444824
	Iteration 18Q: 3 clusters Score -5064220 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 42452 members 
Entering Unmasked Estep 
Score: -5064249.000000 Penalty: 5297.444824
	Iteration 19Q: 3 clusters Score -5064249 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 42493 members 
Entering Unmasked Estep 
Score: -5064272.500000 Penalty: 5297.444824
	Iteration 20F: 3 clusters Score -5064272 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 42530 members 
Entering Unmasked Estep 
Score: -5064303.000000 Penalty: 5297.444824
	Iteration 21Q: 3 clusters Score -5064303 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 42545 members 
Entering Unmasked Estep 
Score: -5064311.000000 Penalty: 5297.444824
	Iteration 22Q: 3 clusters Score -5064311 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 42565 members 
Entering Unmasked Estep 
Score: -5064321.000000 Penalty: 5297.444824
	Iteration 23Q: 3 clusters Score -5064321 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 42591 members 
Entering Unmasked Estep 
Score: -5064342.500000 Penalty: 5297.444824
	Iteration 24Q: 3 clusters Score -5064342 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 42614 members 
Entering Unmasked Estep 
Score: -5064355.500000 Penalty: 5297.444824
	Iteration 25Q: 3 clusters Score -5064356 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 42633 members 
Entering Unmasked Estep 
Score: -5064362.000000 Penalty: 5297.444824
	Iteration 26Q: 3 clusters Score -5064362 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 42643 members 
Entering Unmasked Estep 
Score: -5064368.000000 Penalty: 5297.444824
	Iteration 27Q: 3 clusters Score -5064368 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 42646 members 
Entering Unmasked Estep 
Score: -5064377.500000 Penalty: 5297.444824
	Iteration 28Q: 3 clusters Score -5064378 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 42652 members 
Entering Unmasked Estep 
Score: -5064383.500000 Penalty: 5297.444824
	Iteration 29Q: 3 clusters Score -5064384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 42657 members 
Entering Unmasked Estep 
Score: -5064379.500000 Penalty: 5297.444824
	Iteration 30Q: 3 clusters Score -5064380 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 42664 members 
Entering Unmasked Estep 
Score: -5064388.500000 Penalty: 5297.444824
	Iteration 31Q: 3 clusters Score -5064388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 42667 members 
Entering Unmasked Estep 
Score: -5064383.500000 Penalty: 5297.444824
	Iteration 32Q: 3 clusters Score -5064384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 42670 members 
Entering Unmasked Estep 
Score: -5064388.500000 Penalty: 5297.444824
	Iteration 33Q: 3 clusters Score -5064388 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 42672 members 
Entering Unmasked Estep 
Score: -5064386.000000 Penalty: 5297.444824
	Iteration 34Q: 3 clusters Score -5064386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 42674 members 
Entering Unmasked Estep 
Score: -5064390.000000 Penalty: 5297.444824
	Iteration 35Q: 3 clusters Score -5064390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 42674 members 
Entering Unmasked Estep 
Score: -5064390.000000 Penalty: 5297.444824
	Iteration 36F: 3 clusters Score -5064390 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Entering Unmasked Estep 
Score: -817738.437500 Penalty: 2223.497803
	Iteration 0F: 2 clusters Score -817738.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -811426.875000 Penalty: 4446.995605
	Iteration 0F: 3 clusters Score -811426.9 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -813173.250000 Penalty: 4446.995605
	Iteration 1F: 3 clusters Score -813173.2 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -813468.687500 Penalty: 4446.995605
	Iteration 2F: 3 clusters Score -813468.7 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -813708.937500 Penalty: 4446.995605
	Iteration 3F: 3 clusters Score -813708.9 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -813892.687500 Penalty: 4446.995605
	Iteration 4Q: 3 clusters Score -813892.7 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -814064.437500 Penalty: 4446.995605
	Iteration 5Q: 3 clusters Score -814064.4 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -814225.375000 Penalty: 4446.995605
	Iteration 6Q: 3 clusters Score -814225.4 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -814381.687500 Penalty: 4446.995605
	Iteration 7Q: 3 clusters Score -814381.7 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -814507.437500 Penalty: 4446.995605
	Iteration 8Q: 3 clusters Score -814507.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -814603.312500 Penalty: 4446.995605
	Iteration 9Q: 3 clusters Score -814603.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -814686.625000 Penalty: 4446.995605
	Iteration 10Q: 3 clusters Score -814686.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -814748.812500 Penalty: 4446.995605
	Iteration 11Q: 3 clusters Score -814748.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -814818.312500 Penalty: 4446.995605
	Iteration 12Q: 3 clusters Score -814818.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -814886.250000 Penalty: 4446.995605
	Iteration 13Q: 3 clusters Score -814886.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -814945.875000 Penalty: 4446.995605
	Iteration 14Q: 3 clusters Score -814945.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -815005.750000 Penalty: 4446.995605
	Iteration 15Q: 3 clusters Score -815005.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -815052.187500 Penalty: 4446.995605
	Iteration 16Q: 3 clusters Score -815052.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -815099.937500 Penalty: 4446.995605
	Iteration 17Q: 3 clusters Score -815099.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -815140.062500 Penalty: 4446.995605
	Iteration 18Q: 3 clusters Score -815140.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -815167.625000 Penalty: 4446.995605
	Iteration 19Q: 3 clusters Score -815167.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -815195.625000 Penalty: 4446.995605
	Iteration 20F: 3 clusters Score -815195.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -815218.187500 Penalty: 4446.995605
	Iteration 21Q: 3 clusters Score -815218.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -815245.687500 Penalty: 4446.995605
	Iteration 22Q: 3 clusters Score -815245.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -815274.812500 Penalty: 4446.995605
	Iteration 23Q: 3 clusters Score -815274.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -815302.625000 Penalty: 4446.995605
	Iteration 24Q: 3 clusters Score -815302.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -815325.562500 Penalty: 4446.995605
	Iteration 25Q: 3 clusters Score -815325.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -815351.875000 Penalty: 4446.995605
	Iteration 26Q: 3 clusters Score -815351.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -815379.875000 Penalty: 4446.995605
	Iteration 27Q: 3 clusters Score -815379.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -815399.375000 Penalty: 4446.995605
	Iteration 28Q: 3 clusters Score -815399.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -815422.312500 Penalty: 4446.995605
	Iteration 29Q: 3 clusters Score -815422.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -815441.812500 Penalty: 4446.995605
	Iteration 30Q: 3 clusters Score -815441.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -815460.500000 Penalty: 4446.995605
	Iteration 31Q: 3 clusters Score -815460.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -815478.125000 Penalty: 4446.995605
	Iteration 32Q: 3 clusters Score -815478.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -815493.062500 Penalty: 4446.995605
	Iteration 33Q: 3 clusters Score -815493.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -815505.437500 Penalty: 4446.995605
	Iteration 34Q: 3 clusters Score -815505.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -815515.812500 Penalty: 4446.995605
	Iteration 35Q: 3 clusters Score -815515.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -815526.750000 Penalty: 4446.995605
	Iteration 36Q: 3 clusters Score -815526.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -815536.687500 Penalty: 4446.995605
	Iteration 37Q: 3 clusters Score -815536.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -815550.625000 Penalty: 4446.995605
	Iteration 38Q: 3 clusters Score -815550.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -815567.562500 Penalty: 4446.995605
	Iteration 39Q: 3 clusters Score -815567.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -815588.125000 Penalty: 4446.995605
	Iteration 40F: 3 clusters Score -815588.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -815606.062500 Penalty: 4446.995605
	Iteration 41Q: 3 clusters Score -815606.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -815624.562500 Penalty: 4446.995605
	Iteration 42Q: 3 clusters Score -815624.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -815639.562500 Penalty: 4446.995605
	Iteration 43Q: 3 clusters Score -815639.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -815657.937500 Penalty: 4446.995605
	Iteration 44Q: 3 clusters Score -815657.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -815669.812500 Penalty: 4446.995605
	Iteration 45Q: 3 clusters Score -815669.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -815684.250000 Penalty: 4446.995605
	Iteration 46Q: 3 clusters Score -815684.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -815695.937500 Penalty: 4446.995605
	Iteration 47Q: 3 clusters Score -815695.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -815707.937500 Penalty: 4446.995605
	Iteration 48Q: 3 clusters Score -815707.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -815719.562500 Penalty: 4446.995605
	Iteration 49Q: 3 clusters Score -815719.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -815735.250000 Penalty: 4446.995605
	Iteration 50Q: 3 clusters Score -815735.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -815746.937500 Penalty: 4446.995605
	Iteration 51Q: 3 clusters Score -815746.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -815762.937500 Penalty: 4446.995605
	Iteration 52Q: 3 clusters Score -815762.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -815779.500000 Penalty: 4446.995605
	Iteration 53Q: 3 clusters Score -815779.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -815796.687500 Penalty: 4446.995605
	Iteration 54Q: 3 clusters Score -815796.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -815809.125000 Penalty: 4446.995605
	Iteration 55Q: 3 clusters Score -815809.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -815818.625000 Penalty: 4446.995605
	Iteration 56Q: 3 clusters Score -815818.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -815828.812500 Penalty: 4446.995605
	Iteration 57Q: 3 clusters Score -815828.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -815834.250000 Penalty: 4446.995605
	Iteration 58Q: 3 clusters Score -815834.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -815838.250000 Penalty: 4446.995605
	Iteration 59Q: 3 clusters Score -815838.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -815840.000000 Penalty: 4446.995605
	Iteration 60F: 3 clusters Score -815840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -815842.250000 Penalty: 4446.995605
	Iteration 61Q: 3 clusters Score -815842.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -815842.250000 Penalty: 4446.995605
	Iteration 62Q: 3 clusters Score -815842.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -815843.312500 Penalty: 4446.995605
	Iteration 63Q: 3 clusters Score -815843.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -815843.000000 Penalty: 4446.995605
	Iteration 64Q: 3 clusters Score -815843 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -815843.000000 Penalty: 4446.995605
	Iteration 65F: 3 clusters Score -815843 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (36685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36685 members 
Entering Unmasked Estep 
Score: -4264770.500000 Penalty: 2606.510498
	Iteration 0F: 2 clusters Score -4264770 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18084 members 
Mstep: Class 2 contains 18601 members 
Entering Unmasked Estep 
Score: -4239745.500000 Penalty: 5213.020996
	Iteration 0F: 3 clusters Score -4239746 nChanged 16662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16364 members 
Mstep: Class 2 contains 20321 members 
Entering Unmasked Estep 
Score: -4249190.000000 Penalty: 5213.020996
	Iteration 1F: 3 clusters Score -4249190 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15160 members 
Mstep: Class 2 contains 21525 members 
Entering Unmasked Estep 
Score: -4250154.500000 Penalty: 5213.020996
	Iteration 2F: 3 clusters Score -4250154 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13479 members 
Mstep: Class 2 contains 23206 members 
Entering Unmasked Estep 
Score: -4251548.000000 Penalty: 5213.020996
	Iteration 3F: 3 clusters Score -4251548 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 25432 members 
Entering Unmasked Estep 
Score: -4253484.000000 Penalty: 5213.020996
	Iteration 4F: 3 clusters Score -4253484 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 27952 members 
Entering Unmasked Estep 
Score: -4255790.000000 Penalty: 5213.020996
	Iteration 5F: 3 clusters Score -4255790 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 30302 members 
Entering Unmasked Estep 
Score: -4258007.000000 Penalty: 5213.020996
	Iteration 6F: 3 clusters Score -4258007 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 32205 members 
Entering Unmasked Estep 
Score: -4259769.000000 Penalty: 5213.020996
	Iteration 7F: 3 clusters Score -4259769 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 33476 members 
Entering Unmasked Estep 
Score: -4260961.000000 Penalty: 5213.020996
	Iteration 8Q: 3 clusters Score -4260961 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 34246 members 
Entering Unmasked Estep 
Score: -4261646.500000 Penalty: 5213.020996
	Iteration 9Q: 3 clusters Score -4261646 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 34716 members 
Entering Unmasked Estep 
Score: -4262076.500000 Penalty: 5213.020996
	Iteration 10Q: 3 clusters Score -4262076 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 35000 members 
Entering Unmasked Estep 
Score: -4262308.500000 Penalty: 5213.020996
	Iteration 11Q: 3 clusters Score -4262308 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 35146 members 
Entering Unmasked Estep 
Score: -4262449.500000 Penalty: 5213.020996
	Iteration 12Q: 3 clusters Score -4262450 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 35249 members 
Entering Unmasked Estep 
Score: -4262542.000000 Penalty: 5213.020996
	Iteration 13Q: 3 clusters Score -4262542 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 35323 members 
Entering Unmasked Estep 
Score: -4262612.000000 Penalty: 5213.020996
	Iteration 14Q: 3 clusters Score -4262612 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 35385 members 
Entering Unmasked Estep 
Score: -4262660.500000 Penalty: 5213.020996
	Iteration 15Q: 3 clusters Score -4262660 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 35420 members 
Entering Unmasked Estep 
Score: -4262681.500000 Penalty: 5213.020996
	Iteration 16Q: 3 clusters Score -4262682 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 35440 members 
Entering Unmasked Estep 
Score: -4262698.000000 Penalty: 5213.020996
	Iteration 17Q: 3 clusters Score -4262698 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 35468 members 
Entering Unmasked Estep 
Score: -4262713.500000 Penalty: 5213.020996
	Iteration 18Q: 3 clusters Score -4262714 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 35492 members 
Entering Unmasked Estep 
Score: -4262733.000000 Penalty: 5213.020996
	Iteration 19Q: 3 clusters Score -4262733 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 35517 members 
Entering Unmasked Estep 
Score: -4262749.500000 Penalty: 5213.020996
	Iteration 20F: 3 clusters Score -4262750 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 35532 members 
Entering Unmasked Estep 
Score: -4262761.500000 Penalty: 5213.020996
	Iteration 21Q: 3 clusters Score -4262762 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 35545 members 
Entering Unmasked Estep 
Score: -4262777.000000 Penalty: 5213.020996
	Iteration 22Q: 3 clusters Score -4262777 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 35556 members 
Entering Unmasked Estep 
Score: -4262786.500000 Penalty: 5213.020996
	Iteration 23Q: 3 clusters Score -4262786 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 35574 members 
Entering Unmasked Estep 
Score: -4262791.500000 Penalty: 5213.020996
	Iteration 24Q: 3 clusters Score -4262792 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 35590 members 
Entering Unmasked Estep 
Score: -4262792.000000 Penalty: 5213.020996
	Iteration 25Q: 3 clusters Score -4262792 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 35599 members 
Entering Unmasked Estep 
Score: -4262802.500000 Penalty: 5213.020996
	Iteration 26Q: 3 clusters Score -4262802 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 35602 members 
Entering Unmasked Estep 
Score: -4262809.500000 Penalty: 5213.020996
	Iteration 27Q: 3 clusters Score -4262810 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 35615 members 
Entering Unmasked Estep 
Score: -4262818.500000 Penalty: 5213.020996
	Iteration 28Q: 3 clusters Score -4262818 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 35625 members 
Entering Unmasked Estep 
Score: -4262820.000000 Penalty: 5213.020996
	Iteration 29Q: 3 clusters Score -4262820 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 35633 members 
Entering Unmasked Estep 
Score: -4262820.000000 Penalty: 5213.020996
	Iteration 30Q: 3 clusters Score -4262820 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 35642 members 
Entering Unmasked Estep 
Score: -4262824.500000 Penalty: 5213.020996
	Iteration 31Q: 3 clusters Score -4262824 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 35654 members 
Entering Unmasked Estep 
Score: -4262827.500000 Penalty: 5213.020996
	Iteration 32Q: 3 clusters Score -4262828 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 35659 members 
Entering Unmasked Estep 
Score: -4262836.000000 Penalty: 5213.020996
	Iteration 33Q: 3 clusters Score -4262836 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 35665 members 
Entering Unmasked Estep 
Score: -4262836.000000 Penalty: 5213.020996
	Iteration 34Q: 3 clusters Score -4262836 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 35668 members 
Entering Unmasked Estep 
Score: -4262843.000000 Penalty: 5213.020996
	Iteration 35Q: 3 clusters Score -4262843 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 35669 members 
Entering Unmasked Estep 
Score: -4262840.000000 Penalty: 5213.020996
	Iteration 36Q: 3 clusters Score -4262840 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 35672 members 
Entering Unmasked Estep 
Score: -4262850.500000 Penalty: 5213.020996
	Iteration 37Q: 3 clusters Score -4262850 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 35676 members 
Entering Unmasked Estep 
Score: -4262852.500000 Penalty: 5213.020996
	Iteration 38Q: 3 clusters Score -4262852 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 35678 members 
Entering Unmasked Estep 
Score: -4262858.000000 Penalty: 5213.020996
	Iteration 39Q: 3 clusters Score -4262858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 35683 members 
Entering Unmasked Estep 
Score: -4262860.000000 Penalty: 5213.020996
	Iteration 40F: 3 clusters Score -4262860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 35685 members 
Entering Unmasked Estep 
Score: -4262863.000000 Penalty: 5213.020996
	Iteration 41Q: 3 clusters Score -4262863 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 35687 members 
Entering Unmasked Estep 
Score: -4262860.500000 Penalty: 5213.020996
	Iteration 42Q: 3 clusters Score -4262860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 35690 members 
Entering Unmasked Estep 
Score: -4262862.500000 Penalty: 5213.020996
	Iteration 43Q: 3 clusters Score -4262862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 35694 members 
Entering Unmasked Estep 
Score: -4262870.000000 Penalty: 5213.020996
	Iteration 44Q: 3 clusters Score -4262870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 35694 members 
Entering Unmasked Estep 
Score: -4262867.500000 Penalty: 5213.020996
	Iteration 45Q: 3 clusters Score -4262868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 35696 members 
Entering Unmasked Estep 
Score: -4262868.000000 Penalty: 5213.020996
	Iteration 46Q: 3 clusters Score -4262868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 35698 members 
Entering Unmasked Estep 
Score: -4262875.000000 Penalty: 5213.020996
	Iteration 47Q: 3 clusters Score -4262875 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 35701 members 
Entering Unmasked Estep 
Score: -4262879.000000 Penalty: 5213.020996
	Iteration 48Q: 3 clusters Score -4262879 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 35704 members 
Entering Unmasked Estep 
Score: -4262879.000000 Penalty: 5213.020996
	Iteration 49Q: 3 clusters Score -4262879 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 35706 members 
Entering Unmasked Estep 
Score: -4262880.000000 Penalty: 5213.020996
	Iteration 50Q: 3 clusters Score -4262880 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 35712 members 
Entering Unmasked Estep 
Score: -4262885.000000 Penalty: 5213.020996
	Iteration 51Q: 3 clusters Score -4262885 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 35716 members 
Entering Unmasked Estep 
Score: -4262888.500000 Penalty: 5213.020996
	Iteration 52Q: 3 clusters Score -4262888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 35716 members 
Entering Unmasked Estep 
Score: -4262890.000000 Penalty: 5213.020996
	Iteration 53Q: 3 clusters Score -4262890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 35716 members 
Entering Unmasked Estep 
Score: -4262891.500000 Penalty: 5213.020996
	Iteration 54Q: 3 clusters Score -4262892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 35715 members 
Entering Unmasked Estep 
Score: -4262889.000000 Penalty: 5213.020996
	Iteration 55Q: 3 clusters Score -4262889 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 35715 members 
Entering Unmasked Estep 
Score: -4262889.000000 Penalty: 5213.020996
	Iteration 56F: 3 clusters Score -4262889 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Entering Unmasked Estep 
Score: -562274.625000 Penalty: 2113.944824
	Iteration 0F: 2 clusters Score -562274.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -557771.375000 Penalty: 4227.889648
	Iteration 0F: 3 clusters Score -557771.4 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -558849.187500 Penalty: 4227.889648
	Iteration 1F: 3 clusters Score -558849.2 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -559065.750000 Penalty: 4227.889648
	Iteration 2F: 3 clusters Score -559065.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -559183.187500 Penalty: 4227.889648
	Iteration 3Q: 3 clusters Score -559183.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -559268.812500 Penalty: 4227.889648
	Iteration 4Q: 3 clusters Score -559268.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -559325.875000 Penalty: 4227.889648
	Iteration 5Q: 3 clusters Score -559325.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -559363.500000 Penalty: 4227.889648
	Iteration 6Q: 3 clusters Score -559363.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -559396.062500 Penalty: 4227.889648
	Iteration 7Q: 3 clusters Score -559396.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -559417.312500 Penalty: 4227.889648
	Iteration 8Q: 3 clusters Score -559417.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -559434.500000 Penalty: 4227.889648
	Iteration 9Q: 3 clusters Score -559434.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -559449.562500 Penalty: 4227.889648
	Iteration 10Q: 3 clusters Score -559449.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -559460.875000 Penalty: 4227.889648
	Iteration 11Q: 3 clusters Score -559460.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -559473.375000 Penalty: 4227.889648
	Iteration 12Q: 3 clusters Score -559473.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -559485.000000 Penalty: 4227.889648
	Iteration 13Q: 3 clusters Score -559485 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -559501.562500 Penalty: 4227.889648
	Iteration 14Q: 3 clusters Score -559501.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -559516.500000 Penalty: 4227.889648
	Iteration 15Q: 3 clusters Score -559516.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -559526.375000 Penalty: 4227.889648
	Iteration 16Q: 3 clusters Score -559526.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -559538.812500 Penalty: 4227.889648
	Iteration 17Q: 3 clusters Score -559538.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -559546.500000 Penalty: 4227.889648
	Iteration 18Q: 3 clusters Score -559546.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -559550.562500 Penalty: 4227.889648
	Iteration 19Q: 3 clusters Score -559550.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -559553.500000 Penalty: 4227.889648
	Iteration 20F: 3 clusters Score -559553.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -559557.875000 Penalty: 4227.889648
	Iteration 21Q: 3 clusters Score -559557.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -559557.750000 Penalty: 4227.889648
	Iteration 22Q: 3 clusters Score -559557.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -559559.875000 Penalty: 4227.889648
	Iteration 23Q: 3 clusters Score -559559.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -559562.812500 Penalty: 4227.889648
	Iteration 24Q: 3 clusters Score -559562.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -559566.062500 Penalty: 4227.889648
	Iteration 25Q: 3 clusters Score -559566.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -559567.750000 Penalty: 4227.889648
	Iteration 26Q: 3 clusters Score -559567.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -559572.187500 Penalty: 4227.889648
	Iteration 27Q: 3 clusters Score -559572.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -559581.937500 Penalty: 4227.889648
	Iteration 28Q: 3 clusters Score -559581.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -559590.750000 Penalty: 4227.889648
	Iteration 29Q: 3 clusters Score -559590.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -559597.187500 Penalty: 4227.889648
	Iteration 30Q: 3 clusters Score -559597.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -559604.812500 Penalty: 4227.889648
	Iteration 31Q: 3 clusters Score -559604.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -559612.562500 Penalty: 4227.889648
	Iteration 32Q: 3 clusters Score -559612.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -559619.625000 Penalty: 4227.889648
	Iteration 33Q: 3 clusters Score -559619.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -559626.812500 Penalty: 4227.889648
	Iteration 34Q: 3 clusters Score -559626.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -559634.562500 Penalty: 4227.889648
	Iteration 35Q: 3 clusters Score -559634.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -559650.562500 Penalty: 4227.889648
	Iteration 36Q: 3 clusters Score -559650.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -559669.875000 Penalty: 4227.889648
	Iteration 37Q: 3 clusters Score -559669.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -559697.062500 Penalty: 4227.889648
	Iteration 38Q: 3 clusters Score -559697.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -559724.187500 Penalty: 4227.889648
	Iteration 39Q: 3 clusters Score -559724.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -559757.750000 Penalty: 4227.889648
	Iteration 40F: 3 clusters Score -559757.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -559796.187500 Penalty: 4227.889648
	Iteration 41Q: 3 clusters Score -559796.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -559840.250000 Penalty: 4227.889648
	Iteration 42Q: 3 clusters Score -559840.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -559895.125000 Penalty: 4227.889648
	Iteration 43Q: 3 clusters Score -559895.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -559977.687500 Penalty: 4227.889648
	Iteration 44Q: 3 clusters Score -559977.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -560080.125000 Penalty: 4227.889648
	Iteration 45Q: 3 clusters Score -560080.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -560198.437500 Penalty: 4227.889648
	Iteration 46Q: 3 clusters Score -560198.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -560336.250000 Penalty: 4227.889648
	Iteration 47Q: 3 clusters Score -560336.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -560503.062500 Penalty: 4227.889648
	Iteration 48Q: 3 clusters Score -560503.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -560708.875000 Penalty: 4227.889648
	Iteration 49Q: 3 clusters Score -560708.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -560895.937500 Penalty: 4227.889648
	Iteration 50Q: 3 clusters Score -560895.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -561020.687500 Penalty: 4227.889648
	Iteration 51Q: 3 clusters Score -561020.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -561112.250000 Penalty: 4227.889648
	Iteration 52Q: 3 clusters Score -561112.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -561181.937500 Penalty: 4227.889648
	Iteration 53Q: 3 clusters Score -561181.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -561255.125000 Penalty: 4227.889648
	Iteration 54Q: 3 clusters Score -561255.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -561327.187500 Penalty: 4227.889648
	Iteration 55Q: 3 clusters Score -561327.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -561390.062500 Penalty: 4227.889648
	Iteration 56Q: 3 clusters Score -561390.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -561454.625000 Penalty: 4227.889648
	Iteration 57Q: 3 clusters Score -561454.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -561511.937500 Penalty: 4227.889648
	Iteration 58Q: 3 clusters Score -561511.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -561586.812500 Penalty: 4227.889648
	Iteration 59Q: 3 clusters Score -561586.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -561659.500000 Penalty: 4227.889648
	Iteration 60F: 3 clusters Score -561659.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -561702.125000 Penalty: 4227.889648
	Iteration 61Q: 3 clusters Score -561702.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -561724.437500 Penalty: 4227.889648
	Iteration 62Q: 3 clusters Score -561724.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -561731.312500 Penalty: 4227.889648
	Iteration 63Q: 3 clusters Score -561731.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -561735.687500 Penalty: 4227.889648
	Iteration 64Q: 3 clusters Score -561735.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -561737.687500 Penalty: 4227.889648
	Iteration 65Q: 3 clusters Score -561737.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -561738.250000 Penalty: 4227.889648
	Iteration 66Q: 3 clusters Score -561738.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -561739.750000 Penalty: 4227.889648
	Iteration 67Q: 3 clusters Score -561739.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -561740.437500 Penalty: 4227.889648
	Iteration 68Q: 3 clusters Score -561740.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -561740.437500 Penalty: 4227.889648
	Iteration 69F: 3 clusters Score -561740.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Entering Unmasked Estep 
Score: -414312.000000 Penalty: 2034.147705
	Iteration 0F: 2 clusters Score -414312 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -410630.500000 Penalty: 4068.295410
	Iteration 0F: 3 clusters Score -410630.5 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -411431.781250 Penalty: 4068.295410
	Iteration 1F: 3 clusters Score -411431.8 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -411644.562500 Penalty: 4068.295410
	Iteration 2F: 3 clusters Score -411644.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -411795.593750 Penalty: 4068.295410
	Iteration 3Q: 3 clusters Score -411795.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -411939.937500 Penalty: 4068.295410
	Iteration 4Q: 3 clusters Score -411939.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -412041.031250 Penalty: 4068.295410
	Iteration 5Q: 3 clusters Score -412041 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -412094.843750 Penalty: 4068.295410
	Iteration 6Q: 3 clusters Score -412094.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -412135.968750 Penalty: 4068.295410
	Iteration 7Q: 3 clusters Score -412136 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -412172.500000 Penalty: 4068.295410
	Iteration 8Q: 3 clusters Score -412172.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -412201.375000 Penalty: 4068.295410
	Iteration 9Q: 3 clusters Score -412201.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -412225.781250 Penalty: 4068.295410
	Iteration 10Q: 3 clusters Score -412225.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -412243.531250 Penalty: 4068.295410
	Iteration 11Q: 3 clusters Score -412243.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -412260.687500 Penalty: 4068.295410
	Iteration 12Q: 3 clusters Score -412260.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -412277.250000 Penalty: 4068.295410
	Iteration 13Q: 3 clusters Score -412277.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -412293.500000 Penalty: 4068.295410
	Iteration 14Q: 3 clusters Score -412293.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -412311.250000 Penalty: 4068.295410
	Iteration 15Q: 3 clusters Score -412311.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -412331.656250 Penalty: 4068.295410
	Iteration 16Q: 3 clusters Score -412331.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -412343.187500 Penalty: 4068.295410
	Iteration 17Q: 3 clusters Score -412343.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -412355.781250 Penalty: 4068.295410
	Iteration 18Q: 3 clusters Score -412355.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -412369.750000 Penalty: 4068.295410
	Iteration 19Q: 3 clusters Score -412369.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -412383.937500 Penalty: 4068.295410
	Iteration 20F: 3 clusters Score -412383.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -412395.343750 Penalty: 4068.295410
	Iteration 21Q: 3 clusters Score -412395.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -412407.843750 Penalty: 4068.295410
	Iteration 22Q: 3 clusters Score -412407.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -412423.187500 Penalty: 4068.295410
	Iteration 23Q: 3 clusters Score -412423.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -412433.031250 Penalty: 4068.295410
	Iteration 24Q: 3 clusters Score -412433 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -412443.062500 Penalty: 4068.295410
	Iteration 25Q: 3 clusters Score -412443.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -412451.125000 Penalty: 4068.295410
	Iteration 26Q: 3 clusters Score -412451.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -412455.000000 Penalty: 4068.295410
	Iteration 27Q: 3 clusters Score -412455 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -412457.937500 Penalty: 4068.295410
	Iteration 28Q: 3 clusters Score -412457.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -412460.000000 Penalty: 4068.295410
	Iteration 29Q: 3 clusters Score -412460 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -412465.562500 Penalty: 4068.295410
	Iteration 30Q: 3 clusters Score -412465.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -412468.468750 Penalty: 4068.295410
	Iteration 31Q: 3 clusters Score -412468.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -412471.437500 Penalty: 4068.295410
	Iteration 32Q: 3 clusters Score -412471.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -412472.968750 Penalty: 4068.295410
	Iteration 33Q: 3 clusters Score -412473 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -412474.593750 Penalty: 4068.295410
	Iteration 34Q: 3 clusters Score -412474.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -412476.187500 Penalty: 4068.295410
	Iteration 35Q: 3 clusters Score -412476.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -412477.937500 Penalty: 4068.295410
	Iteration 36Q: 3 clusters Score -412477.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -412479.875000 Penalty: 4068.295410
	Iteration 37Q: 3 clusters Score -412479.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -412482.875000 Penalty: 4068.295410
	Iteration 38Q: 3 clusters Score -412482.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -412486.031250 Penalty: 4068.295410
	Iteration 39Q: 3 clusters Score -412486 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -412488.843750 Penalty: 4068.295410
	Iteration 40F: 3 clusters Score -412488.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -412490.937500 Penalty: 4068.295410
	Iteration 41Q: 3 clusters Score -412490.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -412491.906250 Penalty: 4068.295410
	Iteration 42Q: 3 clusters Score -412491.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -412493.437500 Penalty: 4068.295410
	Iteration 43Q: 3 clusters Score -412493.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -412496.000000 Penalty: 4068.295410
	Iteration 44Q: 3 clusters Score -412496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -412497.031250 Penalty: 4068.295410
	Iteration 45Q: 3 clusters Score -412497 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -412498.156250 Penalty: 4068.295410
	Iteration 46Q: 3 clusters Score -412498.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -412498.375000 Penalty: 4068.295410
	Iteration 47Q: 3 clusters Score -412498.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -412498.375000 Penalty: 4068.295410
	Iteration 48F: 3 clusters Score -412498.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Entering Unmasked Estep 
Score: -1043100.687500 Penalty: 2260.120361
	Iteration 0F: 2 clusters Score -1043101 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -1036033.812500 Penalty: 4520.240723
	Iteration 0F: 3 clusters Score -1036034 nChanged 3689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -1038064.750000 Penalty: 4520.240723
	Iteration 1F: 3 clusters Score -1038065 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -1038488.187500 Penalty: 4520.240723
	Iteration 2F: 3 clusters Score -1038488 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -1038900.437500 Penalty: 4520.240723
	Iteration 3F: 3 clusters Score -1038900 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -1039368.187500 Penalty: 4520.240723
	Iteration 4F: 3 clusters Score -1039368 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -1039894.687500 Penalty: 4520.240723
	Iteration 5F: 3 clusters Score -1039895 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -1040373.750000 Penalty: 4520.240723
	Iteration 6F: 3 clusters Score -1040374 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -1040778.250000 Penalty: 4520.240723
	Iteration 7F: 3 clusters Score -1040778 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -1041070.062500 Penalty: 4520.240723
	Iteration 8Q: 3 clusters Score -1041070 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -1041262.375000 Penalty: 4520.240723
	Iteration 9Q: 3 clusters Score -1041262 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -1041403.812500 Penalty: 4520.240723
	Iteration 10Q: 3 clusters Score -1041404 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -1041493.562500 Penalty: 4520.240723
	Iteration 11Q: 3 clusters Score -1041494 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1041565.812500 Penalty: 4520.240723
	Iteration 12Q: 3 clusters Score -1041566 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -1041619.687500 Penalty: 4520.240723
	Iteration 13Q: 3 clusters Score -1041620 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1041662.500000 Penalty: 4520.240723
	Iteration 14Q: 3 clusters Score -1041662 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1041695.875000 Penalty: 4520.240723
	Iteration 15Q: 3 clusters Score -1041696 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -1041714.125000 Penalty: 4520.240723
	Iteration 16Q: 3 clusters Score -1041714 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -1041728.125000 Penalty: 4520.240723
	Iteration 17Q: 3 clusters Score -1041728 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1041740.000000 Penalty: 4520.240723
	Iteration 18Q: 3 clusters Score -1041740 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -1041745.000000 Penalty: 4520.240723
	Iteration 19Q: 3 clusters Score -1041745 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -1041749.625000 Penalty: 4520.240723
	Iteration 20F: 3 clusters Score -1041750 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -1041758.500000 Penalty: 4520.240723
	Iteration 21Q: 3 clusters Score -1041758 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1041763.562500 Penalty: 4520.240723
	Iteration 22Q: 3 clusters Score -1041764 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -1041769.687500 Penalty: 4520.240723
	Iteration 23Q: 3 clusters Score -1041770 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1041772.312500 Penalty: 4520.240723
	Iteration 24Q: 3 clusters Score -1041772 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -1041777.937500 Penalty: 4520.240723
	Iteration 25Q: 3 clusters Score -1041778 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1041779.687500 Penalty: 4520.240723
	Iteration 26Q: 3 clusters Score -1041780 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -1041786.437500 Penalty: 4520.240723
	Iteration 27Q: 3 clusters Score -1041786 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -1041790.437500 Penalty: 4520.240723
	Iteration 28Q: 3 clusters Score -1041790 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1041794.625000 Penalty: 4520.240723
	Iteration 29Q: 3 clusters Score -1041795 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1041796.500000 Penalty: 4520.240723
	Iteration 30Q: 3 clusters Score -1041796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1041796.062500 Penalty: 4520.240723
	Iteration 31Q: 3 clusters Score -1041796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1041797.625000 Penalty: 4520.240723
	Iteration 32Q: 3 clusters Score -1041798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1041799.875000 Penalty: 4520.240723
	Iteration 33Q: 3 clusters Score -1041800 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1041801.937500 Penalty: 4520.240723
	Iteration 34Q: 3 clusters Score -1041802 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -1041804.687500 Penalty: 4520.240723
	Iteration 35Q: 3 clusters Score -1041805 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -1041809.875000 Penalty: 4520.240723
	Iteration 36Q: 3 clusters Score -1041810 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1041812.875000 Penalty: 4520.240723
	Iteration 37Q: 3 clusters Score -1041813 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1041812.812500 Penalty: 4520.240723
	Iteration 38Q: 3 clusters Score -1041813 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1041815.875000 Penalty: 4520.240723
	Iteration 39Q: 3 clusters Score -1041816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1041814.937500 Penalty: 4520.240723
	Iteration 40F: 3 clusters Score -1041815 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (47264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47264 members 
Entering Unmasked Estep 
Score: -5371882.000000 Penalty: 2669.349121
	Iteration 0F: 2 clusters Score -5371882 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23539 members 
Mstep: Class 2 contains 23725 members 
Entering Unmasked Estep 
Score: -5339936.000000 Penalty: 5338.698242
	Iteration 0F: 3 clusters Score -5339936 nChanged 21756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23049 members 
Mstep: Class 2 contains 24215 members 
Entering Unmasked Estep 
Score: -5351993.500000 Penalty: 5338.698242
	Iteration 1F: 3 clusters Score -5351994 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22683 members 
Mstep: Class 2 contains 24581 members 
Entering Unmasked Estep 
Score: -5352526.000000 Penalty: 5338.698242
	Iteration 2Q: 3 clusters Score -5352526 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22135 members 
Mstep: Class 2 contains 25129 members 
Entering Unmasked Estep 
Score: -5353046.000000 Penalty: 5338.698242
	Iteration 3Q: 3 clusters Score -5353046 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21387 members 
Mstep: Class 2 contains 25877 members 
Entering Unmasked Estep 
Score: -5353705.500000 Penalty: 5338.698242
	Iteration 4Q: 3 clusters Score -5353706 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20316 members 
Mstep: Class 2 contains 26948 members 
Entering Unmasked Estep 
Score: -5354584.500000 Penalty: 5338.698242
	Iteration 5Q: 3 clusters Score -5354584 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18930 members 
Mstep: Class 2 contains 28334 members 
Entering Unmasked Estep 
Score: -5355928.500000 Penalty: 5338.698242
	Iteration 6Q: 3 clusters Score -5355928 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17151 members 
Mstep: Class 2 contains 30113 members 
Entering Unmasked Estep 
Score: -5357819.500000 Penalty: 5338.698242
	Iteration 7F: 3 clusters Score -5357820 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15184 members 
Mstep: Class 2 contains 32080 members 
Entering Unmasked Estep 
Score: -5360373.500000 Penalty: 5338.698242
	Iteration 8F: 3 clusters Score -5360374 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13457 members 
Mstep: Class 2 contains 33807 members 
Entering Unmasked Estep 
Score: -5363118.500000 Penalty: 5338.698242
	Iteration 9F: 3 clusters Score -5363118 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12409 members 
Mstep: Class 2 contains 34855 members 
Entering Unmasked Estep 
Score: -5365357.500000 Penalty: 5338.698242
	Iteration 10F: 3 clusters Score -5365358 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12019 members 
Mstep: Class 2 contains 35245 members 
Entering Unmasked Estep 
Score: -5366629.000000 Penalty: 5338.698242
	Iteration 11Q: 3 clusters Score -5366629 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11957 members 
Mstep: Class 2 contains 35307 members 
Entering Unmasked Estep 
Score: -5367357.500000 Penalty: 5338.698242
	Iteration 12Q: 3 clusters Score -5367358 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11989 members 
Mstep: Class 2 contains 35275 members 
Entering Unmasked Estep 
Score: -5367737.000000 Penalty: 5338.698242
	Iteration 13Q: 3 clusters Score -5367737 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12140 members 
Mstep: Class 2 contains 35124 members 
Entering Unmasked Estep 
Score: -5368015.000000 Penalty: 5338.698242
	Iteration 14Q: 3 clusters Score -5368015 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 34890 members 
Entering Unmasked Estep 
Score: -5368231.500000 Penalty: 5338.698242
	Iteration 15Q: 3 clusters Score -5368232 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 34595 members 
Entering Unmasked Estep 
Score: -5368379.500000 Penalty: 5338.698242
	Iteration 16Q: 3 clusters Score -5368380 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12995 members 
Mstep: Class 2 contains 34269 members 
Entering Unmasked Estep 
Score: -5368533.500000 Penalty: 5338.698242
	Iteration 17Q: 3 clusters Score -5368534 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13341 members 
Mstep: Class 2 contains 33923 members 
Entering Unmasked Estep 
Score: -5368664.000000 Penalty: 5338.698242
	Iteration 18Q: 3 clusters Score -5368664 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13741 members 
Mstep: Class 2 contains 33523 members 
Entering Unmasked Estep 
Score: -5368780.000000 Penalty: 5338.698242
	Iteration 19Q: 3 clusters Score -5368780 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14161 members 
Mstep: Class 2 contains 33103 members 
Entering Unmasked Estep 
Score: -5368968.000000 Penalty: 5338.698242
	Iteration 20F: 3 clusters Score -5368968 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 32635 members 
Entering Unmasked Estep 
Score: -5369071.500000 Penalty: 5338.698242
	Iteration 21Q: 3 clusters Score -5369072 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15087 members 
Mstep: Class 2 contains 32177 members 
Entering Unmasked Estep 
Score: -5369189.000000 Penalty: 5338.698242
	Iteration 22Q: 3 clusters Score -5369189 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15571 members 
Mstep: Class 2 contains 31693 members 
Entering Unmasked Estep 
Score: -5369299.000000 Penalty: 5338.698242
	Iteration 23Q: 3 clusters Score -5369299 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16079 members 
Mstep: Class 2 contains 31185 members 
Entering Unmasked Estep 
Score: -5369427.500000 Penalty: 5338.698242
	Iteration 24Q: 3 clusters Score -5369428 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16580 members 
Mstep: Class 2 contains 30684 members 
Entering Unmasked Estep 
Score: -5369575.000000 Penalty: 5338.698242
	Iteration 25Q: 3 clusters Score -5369575 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17091 members 
Mstep: Class 2 contains 30173 members 
Entering Unmasked Estep 
Score: -5369698.500000 Penalty: 5338.698242
	Iteration 26Q: 3 clusters Score -5369698 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17586 members 
Mstep: Class 2 contains 29678 members 
Entering Unmasked Estep 
Score: -5369865.500000 Penalty: 5338.698242
	Iteration 27Q: 3 clusters Score -5369866 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18125 members 
Mstep: Class 2 contains 29139 members 
Entering Unmasked Estep 
Score: -5370023.000000 Penalty: 5338.698242
	Iteration 28Q: 3 clusters Score -5370023 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18683 members 
Mstep: Class 2 contains 28581 members 
Entering Unmasked Estep 
Score: -5370202.500000 Penalty: 5338.698242
	Iteration 29Q: 3 clusters Score -5370202 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19263 members 
Mstep: Class 2 contains 28001 members 
Entering Unmasked Estep 
Score: -5370377.000000 Penalty: 5338.698242
	Iteration 30Q: 3 clusters Score -5370377 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19870 members 
Mstep: Class 2 contains 27394 members 
Entering Unmasked Estep 
Score: -5370614.500000 Penalty: 5338.698242
	Iteration 31Q: 3 clusters Score -5370614 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20488 members 
Mstep: Class 2 contains 26776 members 
Entering Unmasked Estep 
Score: -5370832.500000 Penalty: 5338.698242
	Iteration 32Q: 3 clusters Score -5370832 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21081 members 
Mstep: Class 2 contains 26183 members 
Entering Unmasked Estep 
Score: -5371041.000000 Penalty: 5338.698242
	Iteration 33Q: 3 clusters Score -5371041 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21631 members 
Mstep: Class 2 contains 25633 members 
Entering Unmasked Estep 
Score: -5371216.000000 Penalty: 5338.698242
	Iteration 34Q: 3 clusters Score -5371216 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22131 members 
Mstep: Class 2 contains 25133 members 
Entering Unmasked Estep 
Score: -5371360.000000 Penalty: 5338.698242
	Iteration 35Q: 3 clusters Score -5371360 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22571 members 
Mstep: Class 2 contains 24693 members 
Entering Unmasked Estep 
Score: -5371515.000000 Penalty: 5338.698242
	Iteration 36Q: 3 clusters Score -5371515 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22963 members 
Mstep: Class 2 contains 24301 members 
Entering Unmasked Estep 
Score: -5371597.000000 Penalty: 5338.698242
	Iteration 37Q: 3 clusters Score -5371597 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23314 members 
Mstep: Class 2 contains 23950 members 
Entering Unmasked Estep 
Score: -5371659.000000 Penalty: 5338.698242
	Iteration 38Q: 3 clusters Score -5371659 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23641 members 
Mstep: Class 2 contains 23623 members 
Entering Unmasked Estep 
Score: -5371706.500000 Penalty: 5338.698242
	Iteration 39Q: 3 clusters Score -5371706 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23896 members 
Mstep: Class 2 contains 23368 members 
Entering Unmasked Estep 
Score: -5371790.000000 Penalty: 5338.698242
	Iteration 40F: 3 clusters Score -5371790 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24159 members 
Mstep: Class 2 contains 23105 members 
Entering Unmasked Estep 
Score: -5371851.000000 Penalty: 5338.698242
	Iteration 41Q: 3 clusters Score -5371851 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24417 members 
Mstep: Class 2 contains 22847 members 
Entering Unmasked Estep 
Score: -5371905.500000 Penalty: 5338.698242
	Iteration 42Q: 3 clusters Score -5371906 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24674 members 
Mstep: Class 2 contains 22590 members 
Entering Unmasked Estep 
Score: -5371971.000000 Penalty: 5338.698242
	Iteration 43Q: 3 clusters Score -5371971 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24893 members 
Mstep: Class 2 contains 22371 members 
Entering Unmasked Estep 
Score: -5371997.500000 Penalty: 5338.698242
	Iteration 44Q: 3 clusters Score -5371998 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25097 members 
Mstep: Class 2 contains 22167 members 
Entering Unmasked Estep 
Score: -5372032.000000 Penalty: 5338.698242
	Iteration 45Q: 3 clusters Score -5372032 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25282 members 
Mstep: Class 2 contains 21982 members 
Entering Unmasked Estep 
Score: -5372075.500000 Penalty: 5338.698242
	Iteration 46Q: 3 clusters Score -5372076 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25446 members 
Mstep: Class 2 contains 21818 members 
Entering Unmasked Estep 
Score: -5372096.500000 Penalty: 5338.698242
	Iteration 47Q: 3 clusters Score -5372096 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25611 members 
Mstep: Class 2 contains 21653 members 
Entering Unmasked Estep 
Score: -5372122.000000 Penalty: 5338.698242
	Iteration 48Q: 3 clusters Score -5372122 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25753 members 
Mstep: Class 2 contains 21511 members 
Entering Unmasked Estep 
Score: -5372171.000000 Penalty: 5338.698242
	Iteration 49Q: 3 clusters Score -5372171 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25871 members 
Mstep: Class 2 contains 21393 members 
Entering Unmasked Estep 
Score: -5372167.500000 Penalty: 5338.698242
	Iteration 50Q: 3 clusters Score -5372168 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25980 members 
Mstep: Class 2 contains 21284 members 
Entering Unmasked Estep 
Score: -5372178.500000 Penalty: 5338.698242
	Iteration 51Q: 3 clusters Score -5372178 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26090 members 
Mstep: Class 2 contains 21174 members 
Entering Unmasked Estep 
Score: -5372194.500000 Penalty: 5338.698242
	Iteration 52Q: 3 clusters Score -5372194 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26202 members 
Mstep: Class 2 contains 21062 members 
Entering Unmasked Estep 
Score: -5372215.000000 Penalty: 5338.698242
	Iteration 53Q: 3 clusters Score -5372215 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26310 members 
Mstep: Class 2 contains 20954 members 
Entering Unmasked Estep 
Score: -5372251.000000 Penalty: 5338.698242
	Iteration 54Q: 3 clusters Score -5372251 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26403 members 
Mstep: Class 2 contains 20861 members 
Entering Unmasked Estep 
Score: -5372270.000000 Penalty: 5338.698242
	Iteration 55Q: 3 clusters Score -5372270 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26482 members 
Mstep: Class 2 contains 20782 members 
Entering Unmasked Estep 
Score: -5372282.500000 Penalty: 5338.698242
	Iteration 56Q: 3 clusters Score -5372282 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26568 members 
Mstep: Class 2 contains 20696 members 
Entering Unmasked Estep 
Score: -5372285.000000 Penalty: 5338.698242
	Iteration 57Q: 3 clusters Score -5372285 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26677 members 
Mstep: Class 2 contains 20587 members 
Entering Unmasked Estep 
Score: -5372307.500000 Penalty: 5338.698242
	Iteration 58Q: 3 clusters Score -5372308 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26776 members 
Mstep: Class 2 contains 20488 members 
Entering Unmasked Estep 
Score: -5372303.000000 Penalty: 5338.698242
	Iteration 59Q: 3 clusters Score -5372303 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26863 members 
Mstep: Class 2 contains 20401 members 
Entering Unmasked Estep 
Score: -5372312.000000 Penalty: 5338.698242
	Iteration 60F: 3 clusters Score -5372312 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26954 members 
Mstep: Class 2 contains 20310 members 
Entering Unmasked Estep 
Score: -5372323.500000 Penalty: 5338.698242
	Iteration 61Q: 3 clusters Score -5372324 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27037 members 
Mstep: Class 2 contains 20227 members 
Entering Unmasked Estep 
Score: -5372331.000000 Penalty: 5338.698242
	Iteration 62Q: 3 clusters Score -5372331 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27126 members 
Mstep: Class 2 contains 20138 members 
Entering Unmasked Estep 
Score: -5372330.500000 Penalty: 5338.698242
	Iteration 63Q: 3 clusters Score -5372330 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27214 members 
Mstep: Class 2 contains 20050 members 
Entering Unmasked Estep 
Score: -5372331.000000 Penalty: 5338.698242
	Iteration 64Q: 3 clusters Score -5372331 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27296 members 
Mstep: Class 2 contains 19968 members 
Entering Unmasked Estep 
Score: -5372338.000000 Penalty: 5338.698242
	Iteration 65Q: 3 clusters Score -5372338 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27378 members 
Mstep: Class 2 contains 19886 members 
Entering Unmasked Estep 
Score: -5372346.500000 Penalty: 5338.698242
	Iteration 66Q: 3 clusters Score -5372346 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27470 members 
Mstep: Class 2 contains 19794 members 
Entering Unmasked Estep 
Score: -5372364.000000 Penalty: 5338.698242
	Iteration 67Q: 3 clusters Score -5372364 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27554 members 
Mstep: Class 2 contains 19710 members 
Entering Unmasked Estep 
Score: -5372361.000000 Penalty: 5338.698242
	Iteration 68Q: 3 clusters Score -5372361 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27637 members 
Mstep: Class 2 contains 19627 members 
Entering Unmasked Estep 
Score: -5372385.500000 Penalty: 5338.698242
	Iteration 69Q: 3 clusters Score -5372386 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27713 members 
Mstep: Class 2 contains 19551 members 
Entering Unmasked Estep 
Score: -5372404.000000 Penalty: 5338.698242
	Iteration 70Q: 3 clusters Score -5372404 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27789 members 
Mstep: Class 2 contains 19475 members 
Entering Unmasked Estep 
Score: -5372406.500000 Penalty: 5338.698242
	Iteration 71Q: 3 clusters Score -5372406 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27865 members 
Mstep: Class 2 contains 19399 members 
Entering Unmasked Estep 
Score: -5372414.000000 Penalty: 5338.698242
	Iteration 72Q: 3 clusters Score -5372414 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27927 members 
Mstep: Class 2 contains 19337 members 
Entering Unmasked Estep 
Score: -5372418.000000 Penalty: 5338.698242
	Iteration 73Q: 3 clusters Score -5372418 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27994 members 
Mstep: Class 2 contains 19270 members 
Entering Unmasked Estep 
Score: -5372424.500000 Penalty: 5338.698242
	Iteration 74Q: 3 clusters Score -5372424 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28050 members 
Mstep: Class 2 contains 19214 members 
Entering Unmasked Estep 
Score: -5372422.500000 Penalty: 5338.698242
	Iteration 75Q: 3 clusters Score -5372422 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28105 members 
Mstep: Class 2 contains 19159 members 
Entering Unmasked Estep 
Score: -5372438.500000 Penalty: 5338.698242
	Iteration 76Q: 3 clusters Score -5372438 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28149 members 
Mstep: Class 2 contains 19115 members 
Entering Unmasked Estep 
Score: -5372455.000000 Penalty: 5338.698242
	Iteration 77Q: 3 clusters Score -5372455 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28198 members 
Mstep: Class 2 contains 19066 members 
Entering Unmasked Estep 
Score: -5372459.000000 Penalty: 5338.698242
	Iteration 78Q: 3 clusters Score -5372459 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28258 members 
Mstep: Class 2 contains 19006 members 
Entering Unmasked Estep 
Score: -5372464.000000 Penalty: 5338.698242
	Iteration 79Q: 3 clusters Score -5372464 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28319 members 
Mstep: Class 2 contains 18945 members 
Entering Unmasked Estep 
Score: -5372469.000000 Penalty: 5338.698242
	Iteration 80F: 3 clusters Score -5372469 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28379 members 
Mstep: Class 2 contains 18885 members 
Entering Unmasked Estep 
Score: -5372490.000000 Penalty: 5338.698242
	Iteration 81Q: 3 clusters Score -5372490 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28437 members 
Mstep: Class 2 contains 18827 members 
Entering Unmasked Estep 
Score: -5372484.000000 Penalty: 5338.698242
	Iteration 82Q: 3 clusters Score -5372484 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28494 members 
Mstep: Class 2 contains 18770 members 
Entering Unmasked Estep 
Score: -5372484.500000 Penalty: 5338.698242
	Iteration 83Q: 3 clusters Score -5372484 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28545 members 
Mstep: Class 2 contains 18719 members 
Entering Unmasked Estep 
Score: -5372491.500000 Penalty: 5338.698242
	Iteration 84Q: 3 clusters Score -5372492 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28609 members 
Mstep: Class 2 contains 18655 members 
Entering Unmasked Estep 
Score: -5372493.000000 Penalty: 5338.698242
	Iteration 85Q: 3 clusters Score -5372493 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28666 members 
Mstep: Class 2 contains 18598 members 
Entering Unmasked Estep 
Score: -5372497.000000 Penalty: 5338.698242
	Iteration 86Q: 3 clusters Score -5372497 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28734 members 
Mstep: Class 2 contains 18530 members 
Entering Unmasked Estep 
Score: -5372520.500000 Penalty: 5338.698242
	Iteration 87Q: 3 clusters Score -5372520 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28791 members 
Mstep: Class 2 contains 18473 members 
Entering Unmasked Estep 
Score: -5372530.500000 Penalty: 5338.698242
	Iteration 88Q: 3 clusters Score -5372530 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28857 members 
Mstep: Class 2 contains 18407 members 
Entering Unmasked Estep 
Score: -5372529.500000 Penalty: 5338.698242
	Iteration 89Q: 3 clusters Score -5372530 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28925 members 
Mstep: Class 2 contains 18339 members 
Entering Unmasked Estep 
Score: -5372548.000000 Penalty: 5338.698242
	Iteration 90Q: 3 clusters Score -5372548 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28995 members 
Mstep: Class 2 contains 18269 members 
Entering Unmasked Estep 
Score: -5372546.000000 Penalty: 5338.698242
	Iteration 91Q: 3 clusters Score -5372546 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29073 members 
Mstep: Class 2 contains 18191 members 
Entering Unmasked Estep 
Score: -5372575.000000 Penalty: 5338.698242
	Iteration 92Q: 3 clusters Score -5372575 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29150 members 
Mstep: Class 2 contains 18114 members 
Entering Unmasked Estep 
Score: -5372563.500000 Penalty: 5338.698242
	Iteration 93Q: 3 clusters Score -5372564 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29223 members 
Mstep: Class 2 contains 18041 members 
Entering Unmasked Estep 
Score: -5372588.000000 Penalty: 5338.698242
	Iteration 94Q: 3 clusters Score -5372588 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29295 members 
Mstep: Class 2 contains 17969 members 
Entering Unmasked Estep 
Score: -5372594.000000 Penalty: 5338.698242
	Iteration 95Q: 3 clusters Score -5372594 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29368 members 
Mstep: Class 2 contains 17896 members 
Entering Unmasked Estep 
Score: -5372601.000000 Penalty: 5338.698242
	Iteration 96Q: 3 clusters Score -5372601 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29446 members 
Mstep: Class 2 contains 17818 members 
Entering Unmasked Estep 
Score: -5372615.500000 Penalty: 5338.698242
	Iteration 97Q: 3 clusters Score -5372616 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29529 members 
Mstep: Class 2 contains 17735 members 
Entering Unmasked Estep 
Score: -5372630.000000 Penalty: 5338.698242
	Iteration 98Q: 3 clusters Score -5372630 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29588 members 
Mstep: Class 2 contains 17676 members 
Entering Unmasked Estep 
Score: -5372638.500000 Penalty: 5338.698242
	Iteration 99Q: 3 clusters Score -5372638 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29641 members 
Mstep: Class 2 contains 17623 members 
Entering Unmasked Estep 
Score: -5372639.500000 Penalty: 5338.698242
	Iteration 100F: 3 clusters Score -5372640 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29696 members 
Mstep: Class 2 contains 17568 members 
Entering Unmasked Estep 
Score: -5372654.500000 Penalty: 5338.698242
	Iteration 101Q: 3 clusters Score -5372654 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29738 members 
Mstep: Class 2 contains 17526 members 
Entering Unmasked Estep 
Score: -5372647.500000 Penalty: 5338.698242
	Iteration 102Q: 3 clusters Score -5372648 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29783 members 
Mstep: Class 2 contains 17481 members 
Entering Unmasked Estep 
Score: -5372657.000000 Penalty: 5338.698242
	Iteration 103Q: 3 clusters Score -5372657 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29816 members 
Mstep: Class 2 contains 17448 members 
Entering Unmasked Estep 
Score: -5372657.500000 Penalty: 5338.698242
	Iteration 104Q: 3 clusters Score -5372658 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29846 members 
Mstep: Class 2 contains 17418 members 
Entering Unmasked Estep 
Score: -5372654.500000 Penalty: 5338.698242
	Iteration 105Q: 3 clusters Score -5372654 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29874 members 
Mstep: Class 2 contains 17390 members 
Entering Unmasked Estep 
Score: -5372649.000000 Penalty: 5338.698242
	Iteration 106Q: 3 clusters Score -5372649 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29898 members 
Mstep: Class 2 contains 17366 members 
Entering Unmasked Estep 
Score: -5372658.500000 Penalty: 5338.698242
	Iteration 107Q: 3 clusters Score -5372658 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29918 members 
Mstep: Class 2 contains 17346 members 
Entering Unmasked Estep 
Score: -5372650.500000 Penalty: 5338.698242
	Iteration 108Q: 3 clusters Score -5372650 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29936 members 
Mstep: Class 2 contains 17328 members 
Entering Unmasked Estep 
Score: -5372638.500000 Penalty: 5338.698242
	Iteration 109Q: 3 clusters Score -5372638 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29955 members 
Mstep: Class 2 contains 17309 members 
Entering Unmasked Estep 
Score: -5372650.500000 Penalty: 5338.698242
	Iteration 110Q: 3 clusters Score -5372650 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29973 members 
Mstep: Class 2 contains 17291 members 
Entering Unmasked Estep 
Score: -5372643.500000 Penalty: 5338.698242
	Iteration 111Q: 3 clusters Score -5372644 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29987 members 
Mstep: Class 2 contains 17277 members 
Entering Unmasked Estep 
Score: -5372648.500000 Penalty: 5338.698242
	Iteration 112Q: 3 clusters Score -5372648 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30000 members 
Mstep: Class 2 contains 17264 members 
Entering Unmasked Estep 
Score: -5372649.500000 Penalty: 5338.698242
	Iteration 113Q: 3 clusters Score -5372650 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30012 members 
Mstep: Class 2 contains 17252 members 
Entering Unmasked Estep 
Score: -5372649.000000 Penalty: 5338.698242
	Iteration 114Q: 3 clusters Score -5372649 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30021 members 
Mstep: Class 2 contains 17243 members 
Entering Unmasked Estep 
Score: -5372650.000000 Penalty: 5338.698242
	Iteration 115Q: 3 clusters Score -5372650 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30030 members 
Mstep: Class 2 contains 17234 members 
Entering Unmasked Estep 
Score: -5372647.000000 Penalty: 5338.698242
	Iteration 116Q: 3 clusters Score -5372647 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30033 members 
Mstep: Class 2 contains 17231 members 
Entering Unmasked Estep 
Score: -5372646.500000 Penalty: 5338.698242
	Iteration 117Q: 3 clusters Score -5372646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30034 members 
Mstep: Class 2 contains 17230 members 
Entering Unmasked Estep 
Score: -5372649.500000 Penalty: 5338.698242
	Iteration 118Q: 3 clusters Score -5372650 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30034 members 
Mstep: Class 2 contains 17230 members 
Entering Unmasked Estep 
Score: -5372649.500000 Penalty: 5338.698242
	Iteration 119F: 3 clusters Score -5372650 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 953 members 
Mstep: Class 3 contains 212682 members 
Mstep: Class 4 contains 12567 members 
Mstep: Class 5 contains 92058 members 
Mstep: Class 6 contains 15750 members 
Mstep: Class 7 contains 11336 members 
Mstep: Class 8 contains 19963 members 
Mstep: Class 9 contains 7571 members 
Mstep: Class 10 contains 43492 members 
Mstep: Class 11 contains 7830 members 
Mstep: Class 12 contains 36685 members 
Mstep: Class 13 contains 5034 members 
Mstep: Class 14 contains 3649 members 
Mstep: Class 15 contains 9076 members 
Mstep: Class 16 contains 30034 members 
Mstep: Class 17 contains 10232 members 
Mstep: Class 18 contains 1181 members 
Mstep: Class 19 contains 27119 members 
Mstep: Class 20 contains 118921 members 
Mstep: Class 21 contains 75524 members 
Mstep: Class 22 contains 1519 members 
Mstep: Class 23 contains 1387 members 
Mstep: Class 24 contains 229013 members 
Mstep: Class 25 contains 1399 members 
Mstep: Class 26 contains 4144 members 
Mstep: Class 27 contains 72028 members 
Mstep: Class 28 contains 25715 members 
Mstep: Class 29 contains 3962 members 
Mstep: Class 30 contains 11162 members 
Mstep: Class 31 contains 3899 members 
Mstep: Class 32 contains 1978 members 
Mstep: Class 33 contains 4579 members 
Mstep: Class 34 contains 237240 members 
Mstep: Class 35 contains 17230 members 
Entering Unmasked Estep 
Score: -155646352.000000 Penalty: 122589.179688
Splitting cluster 16 changes total score from -155645776.000000 to -155646352.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 17 (10232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Entering Unmasked Estep 
Score: -1179198.500000 Penalty: 2289.852295
	Iteration 0F: 2 clusters Score -1179198 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1171381.250000 Penalty: 4579.704590
	Iteration 0F: 3 clusters Score -1171381 nChanged 4253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -1173555.125000 Penalty: 4579.704590
	Iteration 1F: 3 clusters Score -1173555 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -1173845.750000 Penalty: 4579.704590
	Iteration 2F: 3 clusters Score -1173846 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -1174085.625000 Penalty: 4579.704590
	Iteration 3Q: 3 clusters Score -1174086 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -1174265.375000 Penalty: 4579.704590
	Iteration 4Q: 3 clusters Score -1174265 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -1174410.625000 Penalty: 4579.704590
	Iteration 5Q: 3 clusters Score -1174411 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -1174533.625000 Penalty: 4579.704590
	Iteration 6Q: 3 clusters Score -1174534 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -1174674.125000 Penalty: 4579.704590
	Iteration 7Q: 3 clusters Score -1174674 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -1174798.625000 Penalty: 4579.704590
	Iteration 8Q: 3 clusters Score -1174799 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -1174928.250000 Penalty: 4579.704590
	Iteration 9Q: 3 clusters Score -1174928 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -1175100.875000 Penalty: 4579.704590
	Iteration 10Q: 3 clusters Score -1175101 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -1175280.250000 Penalty: 4579.704590
	Iteration 11Q: 3 clusters Score -1175280 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -1175488.750000 Penalty: 4579.704590
	Iteration 12Q: 3 clusters Score -1175489 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -1175648.500000 Penalty: 4579.704590
	Iteration 13Q: 3 clusters Score -1175648 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -1175810.500000 Penalty: 4579.704590
	Iteration 14Q: 3 clusters Score -1175810 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1175948.750000 Penalty: 4579.704590
	Iteration 15Q: 3 clusters Score -1175949 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1176054.625000 Penalty: 4579.704590
	Iteration 16Q: 3 clusters Score -1176055 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -1176138.625000 Penalty: 4579.704590
	Iteration 17Q: 3 clusters Score -1176139 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -1176216.500000 Penalty: 4579.704590
	Iteration 18Q: 3 clusters Score -1176216 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -1176275.500000 Penalty: 4579.704590
	Iteration 19Q: 3 clusters Score -1176276 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -1176324.750000 Penalty: 4579.704590
	Iteration 20F: 3 clusters Score -1176325 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -1176369.625000 Penalty: 4579.704590
	Iteration 21Q: 3 clusters Score -1176370 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -1176412.000000 Penalty: 4579.704590
	Iteration 22Q: 3 clusters Score -1176412 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -1176458.750000 Penalty: 4579.704590
	Iteration 23Q: 3 clusters Score -1176459 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -1176513.250000 Penalty: 4579.704590
	Iteration 24Q: 3 clusters Score -1176513 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -1176546.125000 Penalty: 4579.704590
	Iteration 25Q: 3 clusters Score -1176546 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -1176577.750000 Penalty: 4579.704590
	Iteration 26Q: 3 clusters Score -1176578 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -1176605.250000 Penalty: 4579.704590
	Iteration 27Q: 3 clusters Score -1176605 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -1176629.875000 Penalty: 4579.704590
	Iteration 28Q: 3 clusters Score -1176630 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -1176662.000000 Penalty: 4579.704590
	Iteration 29Q: 3 clusters Score -1176662 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -1176687.875000 Penalty: 4579.704590
	Iteration 30Q: 3 clusters Score -1176688 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -1176713.500000 Penalty: 4579.704590
	Iteration 31Q: 3 clusters Score -1176714 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -1176734.500000 Penalty: 4579.704590
	Iteration 32Q: 3 clusters Score -1176734 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -1176749.000000 Penalty: 4579.704590
	Iteration 33Q: 3 clusters Score -1176749 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -1176769.750000 Penalty: 4579.704590
	Iteration 34Q: 3 clusters Score -1176770 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -1176779.000000 Penalty: 4579.704590
	Iteration 35Q: 3 clusters Score -1176779 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -1176788.625000 Penalty: 4579.704590
	Iteration 36Q: 3 clusters Score -1176789 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -1176789.500000 Penalty: 4579.704590
	Iteration 37Q: 3 clusters Score -1176790 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -1176798.875000 Penalty: 4579.704590
	Iteration 38Q: 3 clusters Score -1176799 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -1176802.875000 Penalty: 4579.704590
	Iteration 39Q: 3 clusters Score -1176803 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -1176804.375000 Penalty: 4579.704590
	Iteration 40F: 3 clusters Score -1176804 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -1176808.625000 Penalty: 4579.704590
	Iteration 41Q: 3 clusters Score -1176809 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -1176813.875000 Penalty: 4579.704590
	Iteration 42Q: 3 clusters Score -1176814 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -1176816.500000 Penalty: 4579.704590
	Iteration 43Q: 3 clusters Score -1176816 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -1176815.625000 Penalty: 4579.704590
	Iteration 44Q: 3 clusters Score -1176816 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -1176818.250000 Penalty: 4579.704590
	Iteration 45Q: 3 clusters Score -1176818 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -1176823.375000 Penalty: 4579.704590
	Iteration 46Q: 3 clusters Score -1176823 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -1176829.375000 Penalty: 4579.704590
	Iteration 47Q: 3 clusters Score -1176829 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -1176830.750000 Penalty: 4579.704590
	Iteration 48Q: 3 clusters Score -1176831 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -1176830.125000 Penalty: 4579.704590
	Iteration 49Q: 3 clusters Score -1176830 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -1176831.500000 Penalty: 4579.704590
	Iteration 50Q: 3 clusters Score -1176832 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -1176833.000000 Penalty: 4579.704590
	Iteration 51Q: 3 clusters Score -1176833 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -1176834.000000 Penalty: 4579.704590
	Iteration 52Q: 3 clusters Score -1176834 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -1176834.875000 Penalty: 4579.704590
	Iteration 53Q: 3 clusters Score -1176835 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -1176838.750000 Penalty: 4579.704590
	Iteration 54Q: 3 clusters Score -1176839 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -1176839.625000 Penalty: 4579.704590
	Iteration 55Q: 3 clusters Score -1176840 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -1176839.375000 Penalty: 4579.704590
	Iteration 56Q: 3 clusters Score -1176839 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -1176844.625000 Penalty: 4579.704590
	Iteration 57Q: 3 clusters Score -1176845 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -1176844.375000 Penalty: 4579.704590
	Iteration 58Q: 3 clusters Score -1176844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -1176845.000000 Penalty: 4579.704590
	Iteration 59Q: 3 clusters Score -1176845 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -1176845.250000 Penalty: 4579.704590
	Iteration 60F: 3 clusters Score -1176845 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -1176844.500000 Penalty: 4579.704590
	Iteration 61Q: 3 clusters Score -1176844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -1176846.625000 Penalty: 4579.704590
	Iteration 62Q: 3 clusters Score -1176847 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -1176845.625000 Penalty: 4579.704590
	Iteration 63Q: 3 clusters Score -1176846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -1176845.125000 Penalty: 4579.704590
	Iteration 64Q: 3 clusters Score -1176845 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -1176846.500000 Penalty: 4579.704590
	Iteration 65Q: 3 clusters Score -1176846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -1176845.375000 Penalty: 4579.704590
	Iteration 66Q: 3 clusters Score -1176845 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -1176845.000000 Penalty: 4579.704590
	Iteration 67Q: 3 clusters Score -1176845 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -1176845.375000 Penalty: 4579.704590
	Iteration 68Q: 3 clusters Score -1176845 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -1176846.625000 Penalty: 4579.704590
	Iteration 69Q: 3 clusters Score -1176847 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -1176845.500000 Penalty: 4579.704590
	Iteration 70Q: 3 clusters Score -1176846 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -1176845.500000 Penalty: 4579.704590
	Iteration 71F: 3 clusters Score -1176846 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Entering Unmasked Estep 
Score: -124095.835938 Penalty: 1754.380981
	Iteration 0F: 2 clusters Score -124095.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -122083.648438 Penalty: 3508.761963
	Iteration 0F: 3 clusters Score -122083.6 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -122485.218750 Penalty: 3508.761963
	Iteration 1F: 3 clusters Score -122485.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -122673.382812 Penalty: 3508.761963
	Iteration 2F: 3 clusters Score -122673.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -122808.789062 Penalty: 3508.761963
	Iteration 3F: 3 clusters Score -122808.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -122917.062500 Penalty: 3508.761963
	Iteration 4Q: 3 clusters Score -122917.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -123069.257812 Penalty: 3508.761963
	Iteration 5F: 3 clusters Score -123069.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -123180.046875 Penalty: 3508.761963
	Iteration 6Q: 3 clusters Score -123180 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -123321.031250 Penalty: 3508.761963
	Iteration 7Q: 3 clusters Score -123321 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -123437.726562 Penalty: 3508.761963
	Iteration 8Q: 3 clusters Score -123437.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -123477.500000 Penalty: 3508.761963
	Iteration 9Q: 3 clusters Score -123477.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -123517.468750 Penalty: 3508.761963
	Iteration 10Q: 3 clusters Score -123517.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -123544.773438 Penalty: 3508.761963
	Iteration 11Q: 3 clusters Score -123544.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -123573.828125 Penalty: 3508.761963
	Iteration 12Q: 3 clusters Score -123573.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -123586.429688 Penalty: 3508.761963
	Iteration 13Q: 3 clusters Score -123586.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -123590.992188 Penalty: 3508.761963
	Iteration 14Q: 3 clusters Score -123591 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -123594.179688 Penalty: 3508.761963
	Iteration 15Q: 3 clusters Score -123594.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -123605.156250 Penalty: 3508.761963
	Iteration 16Q: 3 clusters Score -123605.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -123611.718750 Penalty: 3508.761963
	Iteration 17Q: 3 clusters Score -123611.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -123616.828125 Penalty: 3508.761963
	Iteration 18Q: 3 clusters Score -123616.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -123619.937500 Penalty: 3508.761963
	Iteration 19Q: 3 clusters Score -123619.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -123626.914062 Penalty: 3508.761963
	Iteration 20F: 3 clusters Score -123626.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -123641.593750 Penalty: 3508.761963
	Iteration 21Q: 3 clusters Score -123641.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -123656.257812 Penalty: 3508.761963
	Iteration 22Q: 3 clusters Score -123656.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -123676.140625 Penalty: 3508.761963
	Iteration 23Q: 3 clusters Score -123676.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -123697.023438 Penalty: 3508.761963
	Iteration 24Q: 3 clusters Score -123697 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -123710.367188 Penalty: 3508.761963
	Iteration 25Q: 3 clusters Score -123710.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -123723.492188 Penalty: 3508.761963
	Iteration 26Q: 3 clusters Score -123723.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -123725.562500 Penalty: 3508.761963
	Iteration 27Q: 3 clusters Score -123725.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -123727.281250 Penalty: 3508.761963
	Iteration 28Q: 3 clusters Score -123727.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -123727.281250 Penalty: 3508.761963
	Iteration 29F: 3 clusters Score -123727.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (27119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27119 members 
Entering Unmasked Estep 
Score: -2962980.750000 Penalty: 2531.581543
	Iteration 0F: 2 clusters Score -2962981 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13607 members 
Mstep: Class 2 contains 13512 members 
Entering Unmasked Estep 
Score: -2944403.500000 Penalty: 5063.163086
	Iteration 0F: 3 clusters Score -2944404 nChanged 12141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13660 members 
Mstep: Class 2 contains 13459 members 
Entering Unmasked Estep 
Score: -2951100.500000 Penalty: 5063.163086
	Iteration 1F: 3 clusters Score -2951100 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13708 members 
Mstep: Class 2 contains 13411 members 
Entering Unmasked Estep 
Score: -2951894.250000 Penalty: 5063.163086
	Iteration 2F: 3 clusters Score -2951894 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13777 members 
Mstep: Class 2 contains 13342 members 
Entering Unmasked Estep 
Score: -2952718.500000 Penalty: 5063.163086
	Iteration 3F: 3 clusters Score -2952718 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13915 members 
Mstep: Class 2 contains 13204 members 
Entering Unmasked Estep 
Score: -2953473.500000 Penalty: 5063.163086
	Iteration 4F: 3 clusters Score -2953474 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14112 members 
Mstep: Class 2 contains 13007 members 
Entering Unmasked Estep 
Score: -2954057.250000 Penalty: 5063.163086
	Iteration 5F: 3 clusters Score -2954057 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14377 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -2954582 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14692 members 
Mstep: Class 2 contains 12427 members 
Entering Unmasked Estep 
Score: -2955075.000000 Penalty: 5063.163086
	Iteration 7Q: 3 clusters Score -2955075 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15035 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
Score: -2955558.250000 Penalty: 5063.163086
	Iteration 8Q: 3 clusters Score -2955558 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15357 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -2956040.750000 Penalty: 5063.163086
	Iteration 9Q: 3 clusters Score -2956041 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15705 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -2956463.750000 Penalty: 5063.163086
	Iteration 10Q: 3 clusters Score -2956464 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16079 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -2956855.750000 Penalty: 5063.163086
	Iteration 11Q: 3 clusters Score -2956856 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16434 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -2957192.250000 Penalty: 5063.163086
	Iteration 12Q: 3 clusters Score -2957192 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16756 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -2957502.750000 Penalty: 5063.163086
	Iteration 13Q: 3 clusters Score -2957503 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17046 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -2957721.000000 Penalty: 5063.163086
	Iteration 14Q: 3 clusters Score -2957721 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17304 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -2957894.500000 Penalty: 5063.163086
	Iteration 15Q: 3 clusters Score -2957894 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17524 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -2958021.500000 Penalty: 5063.163086
	Iteration 16Q: 3 clusters Score -2958022 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17738 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -2958137.500000 Penalty: 5063.163086
	Iteration 17Q: 3 clusters Score -2958138 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17947 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -2958217.000000 Penalty: 5063.163086
	Iteration 18Q: 3 clusters Score -2958217 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18140 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -2958279.500000 Penalty: 5063.163086
	Iteration 19Q: 3 clusters Score -2958280 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18337 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -2958326.750000 Penalty: 5063.163086
	Iteration 20F: 3 clusters Score -2958327 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18511 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -2958380.500000 Penalty: 5063.163086
	Iteration 21Q: 3 clusters Score -2958380 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18682 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -2958396.750000 Penalty: 5063.163086
	Iteration 22Q: 3 clusters Score -2958397 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18854 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -2958456.250000 Penalty: 5063.163086
	Iteration 23Q: 3 clusters Score -2958456 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19015 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -2958483.000000 Penalty: 5063.163086
	Iteration 24Q: 3 clusters Score -2958483 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19181 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -2958520.500000 Penalty: 5063.163086
	Iteration 25Q: 3 clusters Score -2958520 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19338 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -2958549.250000 Penalty: 5063.163086
	Iteration 26Q: 3 clusters Score -2958549 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19495 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -2958591.000000 Penalty: 5063.163086
	Iteration 27Q: 3 clusters Score -2958591 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19665 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -2958622.250000 Penalty: 5063.163086
	Iteration 28Q: 3 clusters Score -2958622 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19829 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -2958661 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20000 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -2958701.250000 Penalty: 5063.163086
	Iteration 30Q: 3 clusters Score -2958701 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20181 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -2958729.750000 Penalty: 5063.163086
	Iteration 31Q: 3 clusters Score -2958730 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20364 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -2958793.750000 Penalty: 5063.163086
	Iteration 32Q: 3 clusters Score -2958794 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20559 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -2958837.500000 Penalty: 5063.163086
	Iteration 33Q: 3 clusters Score -2958838 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20769 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -2958893 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21017 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -2958976 nChanged 249
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21260 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -2959043.000000 Penalty: 5063.163086
	Iteration 36Q: 3 clusters Score -2959043 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21528 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -2959124.500000 Penalty: 5063.163086
	Iteration 37Q: 3 clusters Score -2959124 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21817 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -2959210.000000 Penalty: 5063.163086
	Iteration 38Q: 3 clusters Score -2959210 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22136 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -2959358 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22486 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -2959499.000000 Penalty: 5063.163086
	Iteration 40F: 3 clusters Score -2959499 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22843 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -2959659.250000 Penalty: 5063.163086
	Iteration 41Q: 3 clusters Score -2959659 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23205 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -2959826.500000 Penalty: 5063.163086
	Iteration 42Q: 3 clusters Score -2959826 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23563 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -2960030.000000 Penalty: 5063.163086
	Iteration 43Q: 3 clusters Score -2960030 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23936 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -2960231.000000 Penalty: 5063.163086
	Iteration 44Q: 3 clusters Score -2960231 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24313 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -2960448.500000 Penalty: 5063.163086
	Iteration 45Q: 3 clusters Score -2960448 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24657 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -2960663.750000 Penalty: 5063.163086
	Iteration 46Q: 3 clusters Score -2960664 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24978 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -2960850.250000 Penalty: 5063.163086
	Iteration 47Q: 3 clusters Score -2960850 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25241 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -2961023.750000 Penalty: 5063.163086
	Iteration 48Q: 3 clusters Score -2961024 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25492 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -2961186.500000 Penalty: 5063.163086
	Iteration 49Q: 3 clusters Score -2961186 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25671 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -2961329.000000 Penalty: 5063.163086
	Iteration 50Q: 3 clusters Score -2961329 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25832 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -2961453.750000 Penalty: 5063.163086
	Iteration 51Q: 3 clusters Score -2961454 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25958 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -2961556.250000 Penalty: 5063.163086
	Iteration 52Q: 3 clusters Score -2961556 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26071 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -2961625.750000 Penalty: 5063.163086
	Iteration 53Q: 3 clusters Score -2961626 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26156 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -2961685.750000 Penalty: 5063.163086
	Iteration 54Q: 3 clusters Score -2961686 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26215 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -2961734.750000 Penalty: 5063.163086
	Iteration 55Q: 3 clusters Score -2961735 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26262 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -2961773.000000 Penalty: 5063.163086
	Iteration 56Q: 3 clusters Score -2961773 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26312 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -2961819.250000 Penalty: 5063.163086
	Iteration 57Q: 3 clusters Score -2961819 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26346 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -2961846.250000 Penalty: 5063.163086
	Iteration 58Q: 3 clusters Score -2961846 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26369 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -2961864.250000 Penalty: 5063.163086
	Iteration 59Q: 3 clusters Score -2961864 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26382 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -2961870.250000 Penalty: 5063.163086
	Iteration 60F: 3 clusters Score -2961870 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26391 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -2961877.500000 Penalty: 5063.163086
	Iteration 61Q: 3 clusters Score -2961878 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26395 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -2961884.250000 Penalty: 5063.163086
	Iteration 62Q: 3 clusters Score -2961884 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26399 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -2961890.500000 Penalty: 5063.163086
	Iteration 63Q: 3 clusters Score -2961890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26400 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -2961893.000000 Penalty: 5063.163086
	Iteration 64Q: 3 clusters Score -2961893 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26403 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -2961898.000000 Penalty: 5063.163086
	Iteration 65Q: 3 clusters Score -2961898 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26410 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -2961905.500000 Penalty: 5063.163086
	Iteration 66Q: 3 clusters Score -2961906 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26417 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -2961908.500000 Penalty: 5063.163086
	Iteration 67Q: 3 clusters Score -2961908 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26426 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -2961920.500000 Penalty: 5063.163086
	Iteration 68Q: 3 clusters Score -2961920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26433 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -2961922.750000 Penalty: 5063.163086
	Iteration 69Q: 3 clusters Score -2961923 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26438 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -2961928.750000 Penalty: 5063.163086
	Iteration 70Q: 3 clusters Score -2961929 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26441 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -2961930.250000 Penalty: 5063.163086
	Iteration 71Q: 3 clusters Score -2961930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26443 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -2961931.500000 Penalty: 5063.163086
	Iteration 72Q: 3 clusters Score -2961932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26444 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -2961931.750000 Penalty: 5063.163086
	Iteration 73Q: 3 clusters Score -2961932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26446 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -2961933.500000 Penalty: 5063.163086
	Iteration 74Q: 3 clusters Score -2961934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26448 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -2961941.250000 Penalty: 5063.163086
	Iteration 75Q: 3 clusters Score -2961941 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26447 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -2961941.250000 Penalty: 5063.163086
	Iteration 76Q: 3 clusters Score -2961941 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26448 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -2961943.250000 Penalty: 5063.163086
	Iteration 77Q: 3 clusters Score -2961943 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26447 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -2961942.500000 Penalty: 5063.163086
	Iteration 78Q: 3 clusters Score -2961942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26448 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -2961942.250000 Penalty: 5063.163086
	Iteration 79Q: 3 clusters Score -2961942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26449 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -2961943.750000 Penalty: 5063.163086
	Iteration 80F: 3 clusters Score -2961944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26451 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -2961944.500000 Penalty: 5063.163086
	Iteration 81Q: 3 clusters Score -2961944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26453 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -2961945.750000 Penalty: 5063.163086
	Iteration 82Q: 3 clusters Score -2961946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26457 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -2961948.000000 Penalty: 5063.163086
	Iteration 83Q: 3 clusters Score -2961948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26459 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -2961946.250000 Penalty: 5063.163086
	Iteration 84Q: 3 clusters Score -2961946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26461 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -2961949.250000 Penalty: 5063.163086
	Iteration 85Q: 3 clusters Score -2961949 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26463 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -2961949.500000 Penalty: 5063.163086
	Iteration 86Q: 3 clusters Score -2961950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26466 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -2961954.750000 Penalty: 5063.163086
	Iteration 87Q: 3 clusters Score -2961955 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26468 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -2961957.000000 Penalty: 5063.163086
	Iteration 88Q: 3 clusters Score -2961957 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26471 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -2961958.250000 Penalty: 5063.163086
	Iteration 89Q: 3 clusters Score -2961958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26472 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -2961962.250000 Penalty: 5063.163086
	Iteration 90Q: 3 clusters Score -2961962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26474 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -2961963.500000 Penalty: 5063.163086
	Iteration 91Q: 3 clusters Score -2961964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26477 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -2961968.250000 Penalty: 5063.163086
	Iteration 92Q: 3 clusters Score -2961968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26482 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -2961969.500000 Penalty: 5063.163086
	Iteration 93Q: 3 clusters Score -2961970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26485 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -2961970.500000 Penalty: 5063.163086
	Iteration 94Q: 3 clusters Score -2961970 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26490 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -2961969.500000 Penalty: 5063.163086
	Iteration 95Q: 3 clusters Score -2961970 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26492 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -2961972.750000 Penalty: 5063.163086
	Iteration 96Q: 3 clusters Score -2961973 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26494 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2961973 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26497 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -2961975.750000 Penalty: 5063.163086
	Iteration 98Q: 3 clusters Score -2961976 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26504 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -2961979.500000 Penalty: 5063.163086
	Iteration 99Q: 3 clusters Score -2961980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26506 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -2961983.250000 Penalty: 5063.163086
	Iteration 100F: 3 clusters Score -2961983 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26508 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -2961983.750000 Penalty: 5063.163086
	Iteration 101Q: 3 clusters Score -2961984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26509 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -2961985.000000 Penalty: 5063.163086
	Iteration 102Q: 3 clusters Score -2961985 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26508 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -2961986.750000 Penalty: 5063.163086
	Iteration 103Q: 3 clusters Score -2961987 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26508 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -2961986.750000 Penalty: 5063.163086
	Iteration 104F: 3 clusters Score -2961987 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (118921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118921 members 
Entering Unmasked Estep 
Score: -14132738.000000 Penalty: 2898.181152
	Iteration 0F: 2 clusters Score -1.413274e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59582 members 
Mstep: Class 2 contains 59339 members 
Entering Unmasked Estep 
Score: -14053241.000000 Penalty: 5796.362305
	Iteration 0F: 3 clusters Score -1.405324e+07 nChanged 56355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60497 members 
Mstep: Class 2 contains 58424 members 
Entering Unmasked Estep 
Score: -14085815.000000 Penalty: 5796.362305
	Iteration 1F: 3 clusters Score -1.408582e+07 nChanged 4062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60775 members 
Mstep: Class 2 contains 58146 members 
Entering Unmasked Estep 
Score: -14086949.000000 Penalty: 5796.362305
	Iteration 2Q: 3 clusters Score -1.408695e+07 nChanged 4436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61005 members 
Mstep: Class 2 contains 57916 members 
Entering Unmasked Estep 
Score: -14088543.000000 Penalty: 5796.362305
	Iteration 3Q: 3 clusters Score -1.408854e+07 nChanged 5140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61147 members 
Mstep: Class 2 contains 57774 members 
Entering Unmasked Estep 
Score: -14090862.000000 Penalty: 5796.362305
	Iteration 4Q: 3 clusters Score -1.409086e+07 nChanged 6088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61167 members 
Mstep: Class 2 contains 57754 members 
Entering Unmasked Estep 
Score: -14094205.000000 Penalty: 5796.362305
	Iteration 5F: 3 clusters Score -1.40942e+07 nChanged 6987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61072 members 
Mstep: Class 2 contains 57849 members 
Entering Unmasked Estep 
Score: -14098564.000000 Penalty: 5796.362305
	Iteration 6F: 3 clusters Score -1.409856e+07 nChanged 7383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60813 members 
Mstep: Class 2 contains 58108 members 
Entering Unmasked Estep 
Score: -14102887.000000 Penalty: 5796.362305
	Iteration 7F: 3 clusters Score -1.410289e+07 nChanged 6793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60336 members 
Mstep: Class 2 contains 58585 members 
Entering Unmasked Estep 
Score: -14106187.000000 Penalty: 5796.362305
	Iteration 8F: 3 clusters Score -1.410619e+07 nChanged 5478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59694 members 
Mstep: Class 2 contains 59227 members 
Entering Unmasked Estep 
Score: -14108174.000000 Penalty: 5796.362305
	Iteration 9Q: 3 clusters Score -1.410817e+07 nChanged 4051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59039 members 
Mstep: Class 2 contains 59882 members 
Entering Unmasked Estep 
Score: -14109489.000000 Penalty: 5796.362305
	Iteration 10Q: 3 clusters Score -1.410949e+07 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58169 members 
Mstep: Class 2 contains 60752 members 
Entering Unmasked Estep 
Score: -14110425.000000 Penalty: 5796.362305
	Iteration 11Q: 3 clusters Score -1.411042e+07 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57080 members 
Mstep: Class 2 contains 61841 members 
Entering Unmasked Estep 
Score: -14111185.000000 Penalty: 5796.362305
	Iteration 12Q: 3 clusters Score -1.411118e+07 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55847 members 
Mstep: Class 2 contains 63074 members 
Entering Unmasked Estep 
Score: -14112010.000000 Penalty: 5796.362305
	Iteration 13Q: 3 clusters Score -1.411201e+07 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54423 members 
Mstep: Class 2 contains 64498 members 
Entering Unmasked Estep 
Score: -14112625.000000 Penalty: 5796.362305
	Iteration 14Q: 3 clusters Score -1.411262e+07 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52782 members 
Mstep: Class 2 contains 66139 members 
Entering Unmasked Estep 
Score: -14113298.000000 Penalty: 5796.362305
	Iteration 15Q: 3 clusters Score -1.41133e+07 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50982 members 
Mstep: Class 2 contains 67939 members 
Entering Unmasked Estep 
Score: -14113849.000000 Penalty: 5796.362305
	Iteration 16Q: 3 clusters Score -1.411385e+07 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49113 members 
Mstep: Class 2 contains 69808 members 
Entering Unmasked Estep 
Score: -14114276.000000 Penalty: 5796.362305
	Iteration 17Q: 3 clusters Score -1.411428e+07 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47103 members 
Mstep: Class 2 contains 71818 members 
Entering Unmasked Estep 
Score: -14114903.000000 Penalty: 5796.362305
	Iteration 18Q: 3 clusters Score -1.41149e+07 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44997 members 
Mstep: Class 2 contains 73924 members 
Entering Unmasked Estep 
Score: -14115496.000000 Penalty: 5796.362305
	Iteration 19Q: 3 clusters Score -1.41155e+07 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42746 members 
Mstep: Class 2 contains 76175 members 
Entering Unmasked Estep 
Score: -14116113.000000 Penalty: 5796.362305
	Iteration 20F: 3 clusters Score -1.411611e+07 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40378 members 
Mstep: Class 2 contains 78543 members 
Entering Unmasked Estep 
Score: -14116854.000000 Penalty: 5796.362305
	Iteration 21Q: 3 clusters Score -1.411685e+07 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37895 members 
Mstep: Class 2 contains 81026 members 
Entering Unmasked Estep 
Score: -14117761.000000 Penalty: 5796.362305
	Iteration 22Q: 3 clusters Score -1.411776e+07 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35335 members 
Mstep: Class 2 contains 83586 members 
Entering Unmasked Estep 
Score: -14118615.000000 Penalty: 5796.362305
	Iteration 23Q: 3 clusters Score -1.411862e+07 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32786 members 
Mstep: Class 2 contains 86135 members 
Entering Unmasked Estep 
Score: -14119557.000000 Penalty: 5796.362305
	Iteration 24Q: 3 clusters Score -1.411956e+07 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30201 members 
Mstep: Class 2 contains 88720 members 
Entering Unmasked Estep 
Score: -14120442.000000 Penalty: 5796.362305
	Iteration 25Q: 3 clusters Score -1.412044e+07 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27744 members 
Mstep: Class 2 contains 91177 members 
Entering Unmasked Estep 
Score: -14121385.000000 Penalty: 5796.362305
	Iteration 26Q: 3 clusters Score -1.412138e+07 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25372 members 
Mstep: Class 2 contains 93549 members 
Entering Unmasked Estep 
Score: -14122379.000000 Penalty: 5796.362305
	Iteration 27Q: 3 clusters Score -1.412238e+07 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23089 members 
Mstep: Class 2 contains 95832 members 
Entering Unmasked Estep 
Score: -14123252.000000 Penalty: 5796.362305
	Iteration 28Q: 3 clusters Score -1.412325e+07 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20959 members 
Mstep: Class 2 contains 97962 members 
Entering Unmasked Estep 
Score: -14124158.000000 Penalty: 5796.362305
	Iteration 29Q: 3 clusters Score -1.412416e+07 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18881 members 
Mstep: Class 2 contains 100040 members 
Entering Unmasked Estep 
Score: -14124986.000000 Penalty: 5796.362305
	Iteration 30Q: 3 clusters Score -1.412499e+07 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16887 members 
Mstep: Class 2 contains 102034 members 
Entering Unmasked Estep 
Score: -14125821.000000 Penalty: 5796.362305
	Iteration 31Q: 3 clusters Score -1.412582e+07 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15162 members 
Mstep: Class 2 contains 103759 members 
Entering Unmasked Estep 
Score: -14126636.000000 Penalty: 5796.362305
	Iteration 32Q: 3 clusters Score -1.412664e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13610 members 
Mstep: Class 2 contains 105311 members 
Entering Unmasked Estep 
Score: -14127330.000000 Penalty: 5796.362305
	Iteration 33Q: 3 clusters Score -1.412733e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 106676 members 
Entering Unmasked Estep 
Score: -14128013.000000 Penalty: 5796.362305
	Iteration 34Q: 3 clusters Score -1.412801e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 107839 members 
Entering Unmasked Estep 
Score: -14128650.000000 Penalty: 5796.362305
	Iteration 35Q: 3 clusters Score -1.412865e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 108822 members 
Entering Unmasked Estep 
Score: -14128991.000000 Penalty: 5796.362305
	Iteration 36Q: 3 clusters Score -1.412899e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 109636 members 
Entering Unmasked Estep 
Score: -14129319.000000 Penalty: 5796.362305
	Iteration 37Q: 3 clusters Score -1.412932e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 110281 members 
Entering Unmasked Estep 
Score: -14129567.000000 Penalty: 5796.362305
	Iteration 38Q: 3 clusters Score -1.412957e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 110795 members 
Entering Unmasked Estep 
Score: -14129768.000000 Penalty: 5796.362305
	Iteration 39Q: 3 clusters Score -1.412977e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 111179 members 
Entering Unmasked Estep 
Score: -14130020.000000 Penalty: 5796.362305
	Iteration 40F: 3 clusters Score -1.413002e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 111663 members 
Entering Unmasked Estep 
Score: -14130294.000000 Penalty: 5796.362305
	Iteration 41Q: 3 clusters Score -1.413029e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 112083 members 
Entering Unmasked Estep 
Score: -14130461.000000 Penalty: 5796.362305
	Iteration 42Q: 3 clusters Score -1.413046e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 112464 members 
Entering Unmasked Estep 
Score: -14130597.000000 Penalty: 5796.362305
	Iteration 43Q: 3 clusters Score -1.41306e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 112800 members 
Entering Unmasked Estep 
Score: -14130737.000000 Penalty: 5796.362305
	Iteration 44Q: 3 clusters Score -1.413074e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 113064 members 
Entering Unmasked Estep 
Score: -14130851.000000 Penalty: 5796.362305
	Iteration 45Q: 3 clusters Score -1.413085e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 113283 members 
Entering Unmasked Estep 
Score: -14130950.000000 Penalty: 5796.362305
	Iteration 46Q: 3 clusters Score -1.413095e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 113447 members 
Entering Unmasked Estep 
Score: -14131027.000000 Penalty: 5796.362305
	Iteration 47Q: 3 clusters Score -1.413103e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 113572 members 
Entering Unmasked Estep 
Score: -14131034.000000 Penalty: 5796.362305
	Iteration 48Q: 3 clusters Score -1.413103e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 113690 members 
Entering Unmasked Estep 
Score: -14131082.000000 Penalty: 5796.362305
	Iteration 49Q: 3 clusters Score -1.413108e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 113796 members 
Entering Unmasked Estep 
Score: -14131113.000000 Penalty: 5796.362305
	Iteration 50Q: 3 clusters Score -1.413111e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 113879 members 
Entering Unmasked Estep 
Score: -14131124.000000 Penalty: 5796.362305
	Iteration 51Q: 3 clusters Score -1.413112e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 113951 members 
Entering Unmasked Estep 
Score: -14131154.000000 Penalty: 5796.362305
	Iteration 52Q: 3 clusters Score -1.413115e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 114023 members 
Entering Unmasked Estep 
Score: -14131164.000000 Penalty: 5796.362305
	Iteration 53Q: 3 clusters Score -1.413116e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 114077 members 
Entering Unmasked Estep 
Score: -14131170.000000 Penalty: 5796.362305
	Iteration 54Q: 3 clusters Score -1.413117e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 114141 members 
Entering Unmasked Estep 
Score: -14131176.000000 Penalty: 5796.362305
	Iteration 55Q: 3 clusters Score -1.413118e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 114184 members 
Entering Unmasked Estep 
Score: -14131198.000000 Penalty: 5796.362305
	Iteration 56Q: 3 clusters Score -1.41312e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 114220 members 
Entering Unmasked Estep 
Score: -14131199.000000 Penalty: 5796.362305
	Iteration 57Q: 3 clusters Score -1.41312e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 114247 members 
Entering Unmasked Estep 
Score: -14131219.000000 Penalty: 5796.362305
	Iteration 58Q: 3 clusters Score -1.413122e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 114271 members 
Entering Unmasked Estep 
Score: -14131214.000000 Penalty: 5796.362305
	Iteration 59Q: 3 clusters Score -1.413121e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 114289 members 
Entering Unmasked Estep 
Score: -14131209.000000 Penalty: 5796.362305
	Iteration 60F: 3 clusters Score -1.413121e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 114306 members 
Entering Unmasked Estep 
Score: -14131208.000000 Penalty: 5796.362305
	Iteration 61Q: 3 clusters Score -1.413121e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 114312 members 
Entering Unmasked Estep 
Score: -14131203.000000 Penalty: 5796.362305
	Iteration 62Q: 3 clusters Score -1.41312e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 114322 members 
Entering Unmasked Estep 
Score: -14131200.000000 Penalty: 5796.362305
	Iteration 63Q: 3 clusters Score -1.41312e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 114337 members 
Entering Unmasked Estep 
Score: -14131212.000000 Penalty: 5796.362305
	Iteration 64Q: 3 clusters Score -1.413121e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 114347 members 
Entering Unmasked Estep 
Score: -14131218.000000 Penalty: 5796.362305
	Iteration 65Q: 3 clusters Score -1.413122e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 114360 members 
Entering Unmasked Estep 
Score: -14131219.000000 Penalty: 5796.362305
	Iteration 66Q: 3 clusters Score -1.413122e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 114371 members 
Entering Unmasked Estep 
Score: -14131209.000000 Penalty: 5796.362305
	Iteration 67Q: 3 clusters Score -1.413121e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 114379 members 
Entering Unmasked Estep 
Score: -14131209.000000 Penalty: 5796.362305
	Iteration 68Q: 3 clusters Score -1.413121e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 114383 members 
Entering Unmasked Estep 
Score: -14131215.000000 Penalty: 5796.362305
	Iteration 69Q: 3 clusters Score -1.413122e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 114388 members 
Entering Unmasked Estep 
Score: -14131229.000000 Penalty: 5796.362305
	Iteration 70Q: 3 clusters Score -1.413123e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 114397 members 
Entering Unmasked Estep 
Score: -14131223.000000 Penalty: 5796.362305
	Iteration 71Q: 3 clusters Score -1.413122e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 114405 members 
Entering Unmasked Estep 
Score: -14131223.000000 Penalty: 5796.362305
	Iteration 72Q: 3 clusters Score -1.413122e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 114408 members 
Entering Unmasked Estep 
Score: -14131227.000000 Penalty: 5796.362305
	Iteration 73Q: 3 clusters Score -1.413123e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 114414 members 
Entering Unmasked Estep 
Score: -14131217.000000 Penalty: 5796.362305
	Iteration 74Q: 3 clusters Score -1.413122e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 114417 members 
Entering Unmasked Estep 
Score: -14131212.000000 Penalty: 5796.362305
	Iteration 75Q: 3 clusters Score -1.413121e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 114422 members 
Entering Unmasked Estep 
Score: -14131209.000000 Penalty: 5796.362305
	Iteration 76Q: 3 clusters Score -1.413121e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 114426 members 
Entering Unmasked Estep 
Score: -14131224.000000 Penalty: 5796.362305
	Iteration 77Q: 3 clusters Score -1.413122e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 114428 members 
Entering Unmasked Estep 
Score: -14131210.000000 Penalty: 5796.362305
	Iteration 78Q: 3 clusters Score -1.413121e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 114427 members 
Entering Unmasked Estep 
Score: -14131208.000000 Penalty: 5796.362305
	Iteration 79Q: 3 clusters Score -1.413121e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 114428 members 
Entering Unmasked Estep 
Score: -14131213.000000 Penalty: 5796.362305
	Iteration 80F: 3 clusters Score -1.413121e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 114429 members 
Entering Unmasked Estep 
Score: -14131212.000000 Penalty: 5796.362305
	Iteration 81Q: 3 clusters Score -1.413121e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 114430 members 
Entering Unmasked Estep 
Score: -14131211.000000 Penalty: 5796.362305
	Iteration 82Q: 3 clusters Score -1.413121e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 114430 members 
Entering Unmasked Estep 
Score: -14131211.000000 Penalty: 5796.362305
	Iteration 83F: 3 clusters Score -1.413121e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (75524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75524 members 
Entering Unmasked Estep 
Score: -8910742.000000 Penalty: 2785.586914
	Iteration 0F: 2 clusters Score -8910742 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37590 members 
Mstep: Class 2 contains 37934 members 
Entering Unmasked Estep 
Score: -8860314.000000 Penalty: 5571.173828
	Iteration 0F: 3 clusters Score -8860314 nChanged 35238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35584 members 
Mstep: Class 2 contains 39940 members 
Entering Unmasked Estep 
Score: -8880000.000000 Penalty: 5571.173828
	Iteration 1F: 3 clusters Score -8880000 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34539 members 
Mstep: Class 2 contains 40985 members 
Entering Unmasked Estep 
Score: -8880662.000000 Penalty: 5571.173828
	Iteration 2Q: 3 clusters Score -8880662 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32920 members 
Mstep: Class 2 contains 42604 members 
Entering Unmasked Estep 
Score: -8881430.000000 Penalty: 5571.173828
	Iteration 3Q: 3 clusters Score -8881430 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30473 members 
Mstep: Class 2 contains 45051 members 
Entering Unmasked Estep 
Score: -8882593.000000 Penalty: 5571.173828
	Iteration 4Q: 3 clusters Score -8882593 nChanged 3786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27001 members 
Mstep: Class 2 contains 48523 members 
Entering Unmasked Estep 
Score: -8884404.000000 Penalty: 5571.173828
	Iteration 5F: 3 clusters Score -8884404 nChanged 4816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22263 members 
Mstep: Class 2 contains 53261 members 
Entering Unmasked Estep 
Score: -8887480.000000 Penalty: 5571.173828
	Iteration 6F: 3 clusters Score -8887480 nChanged 6123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16156 members 
Mstep: Class 2 contains 59368 members 
Entering Unmasked Estep 
Score: -8892356.000000 Penalty: 5571.173828
	Iteration 7F: 3 clusters Score -8892356 nChanged 6532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 65896 members 
Entering Unmasked Estep 
Score: -8898558.000000 Penalty: 5571.173828
	Iteration 8F: 3 clusters Score -8898558 nChanged 5267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 71163 members 
Entering Unmasked Estep 
Score: -8903823.000000 Penalty: 5571.173828
	Iteration 9F: 3 clusters Score -8903823 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 74000 members 
Entering Unmasked Estep 
Score: -8906726.000000 Penalty: 5571.173828
	Iteration 10Q: 3 clusters Score -8906726 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 75016 members 
Entering Unmasked Estep 
Score: -8907763.000000 Penalty: 5571.173828
	Iteration 11Q: 3 clusters Score -8907763 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 75235 members 
Entering Unmasked Estep 
Score: -8908061.000000 Penalty: 5571.173828
	Iteration 12Q: 3 clusters Score -8908061 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 75281 members 
Entering Unmasked Estep 
Score: -8908161.000000 Penalty: 5571.173828
	Iteration 13Q: 3 clusters Score -8908161 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 75304 members 
Entering Unmasked Estep 
Score: -8908220.000000 Penalty: 5571.173828
	Iteration 14Q: 3 clusters Score -8908220 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 75310 members 
Entering Unmasked Estep 
Score: -8908254.000000 Penalty: 5571.173828
	Iteration 15Q: 3 clusters Score -8908254 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 75319 members 
Entering Unmasked Estep 
Score: -8908271.000000 Penalty: 5571.173828
	Iteration 16Q: 3 clusters Score -8908271 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 75325 members 
Entering Unmasked Estep 
Score: -8908271.000000 Penalty: 5571.173828
	Iteration 17Q: 3 clusters Score -8908271 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 75325 members 
Entering Unmasked Estep 
Score: -8908271.000000 Penalty: 5571.173828
	Iteration 18F: 3 clusters Score -8908271 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Entering Unmasked Estep 
Score: -164813.687500 Penalty: 1816.800293
	Iteration 0F: 2 clusters Score -164813.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -162670.656250 Penalty: 3633.600586
	Iteration 0F: 3 clusters Score -162670.7 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -163283.515625 Penalty: 3633.600586
	Iteration 1F: 3 clusters Score -163283.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -163499.734375 Penalty: 3633.600586
	Iteration 2F: 3 clusters Score -163499.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -163652.968750 Penalty: 3633.600586
	Iteration 3F: 3 clusters Score -163653 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -163759.203125 Penalty: 3633.600586
	Iteration 4Q: 3 clusters Score -163759.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -163873.421875 Penalty: 3633.600586
	Iteration 5Q: 3 clusters Score -163873.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -163971.703125 Penalty: 3633.600586
	Iteration 6Q: 3 clusters Score -163971.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -164061.953125 Penalty: 3633.600586
	Iteration 7Q: 3 clusters Score -164062 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -164132.125000 Penalty: 3633.600586
	Iteration 8Q: 3 clusters Score -164132.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -164167.968750 Penalty: 3633.600586
	Iteration 9Q: 3 clusters Score -164168 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -164216.781250 Penalty: 3633.600586
	Iteration 10Q: 3 clusters Score -164216.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -164248.703125 Penalty: 3633.600586
	Iteration 11Q: 3 clusters Score -164248.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -164259.984375 Penalty: 3633.600586
	Iteration 12Q: 3 clusters Score -164260 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -164271.031250 Penalty: 3633.600586
	Iteration 13Q: 3 clusters Score -164271 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -164283.156250 Penalty: 3633.600586
	Iteration 14Q: 3 clusters Score -164283.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -164296.687500 Penalty: 3633.600586
	Iteration 15Q: 3 clusters Score -164296.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -164312.890625 Penalty: 3633.600586
	Iteration 16Q: 3 clusters Score -164312.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -164322.250000 Penalty: 3633.600586
	Iteration 17Q: 3 clusters Score -164322.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -164330.875000 Penalty: 3633.600586
	Iteration 18Q: 3 clusters Score -164330.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -164335.468750 Penalty: 3633.600586
	Iteration 19Q: 3 clusters Score -164335.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -164346.562500 Penalty: 3633.600586
	Iteration 20F: 3 clusters Score -164346.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -164348.281250 Penalty: 3633.600586
	Iteration 21Q: 3 clusters Score -164348.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -164349.906250 Penalty: 3633.600586
	Iteration 22Q: 3 clusters Score -164349.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -164355.234375 Penalty: 3633.600586
	Iteration 23Q: 3 clusters Score -164355.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -164358.484375 Penalty: 3633.600586
	Iteration 24Q: 3 clusters Score -164358.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -164360.250000 Penalty: 3633.600586
	Iteration 25Q: 3 clusters Score -164360.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -164365.750000 Penalty: 3633.600586
	Iteration 26Q: 3 clusters Score -164365.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -164372.609375 Penalty: 3633.600586
	Iteration 27Q: 3 clusters Score -164372.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -164377.546875 Penalty: 3633.600586
	Iteration 28Q: 3 clusters Score -164377.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -164384.187500 Penalty: 3633.600586
	Iteration 29Q: 3 clusters Score -164384.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -164389.203125 Penalty: 3633.600586
	Iteration 30Q: 3 clusters Score -164389.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -164400.328125 Penalty: 3633.600586
	Iteration 31Q: 3 clusters Score -164400.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -164408.796875 Penalty: 3633.600586
	Iteration 32Q: 3 clusters Score -164408.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -164411.843750 Penalty: 3633.600586
	Iteration 33Q: 3 clusters Score -164411.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -164411.843750 Penalty: 3633.600586
	Iteration 34F: 3 clusters Score -164411.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Entering Unmasked Estep 
Score: -136858.000000 Penalty: 1794.254883
	Iteration 0F: 2 clusters Score -136858 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -134653.484375 Penalty: 3588.509766
	Iteration 0F: 3 clusters Score -134653.5 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -135086.015625 Penalty: 3588.509766
	Iteration 1F: 3 clusters Score -135086 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -135226.281250 Penalty: 3588.509766
	Iteration 2F: 3 clusters Score -135226.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -135291.484375 Penalty: 3588.509766
	Iteration 3Q: 3 clusters Score -135291.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -135350.656250 Penalty: 3588.509766
	Iteration 4Q: 3 clusters Score -135350.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -135402.625000 Penalty: 3588.509766
	Iteration 5Q: 3 clusters Score -135402.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -135463.687500 Penalty: 3588.509766
	Iteration 6Q: 3 clusters Score -135463.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -135497.265625 Penalty: 3588.509766
	Iteration 7Q: 3 clusters Score -135497.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -135540.703125 Penalty: 3588.509766
	Iteration 8Q: 3 clusters Score -135540.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -135580.703125 Penalty: 3588.509766
	Iteration 9Q: 3 clusters Score -135580.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -135602.078125 Penalty: 3588.509766
	Iteration 10Q: 3 clusters Score -135602.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -135621.156250 Penalty: 3588.509766
	Iteration 11Q: 3 clusters Score -135621.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -135630.375000 Penalty: 3588.509766
	Iteration 12Q: 3 clusters Score -135630.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -135632.296875 Penalty: 3588.509766
	Iteration 13Q: 3 clusters Score -135632.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -135633.046875 Penalty: 3588.509766
	Iteration 14Q: 3 clusters Score -135633 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -135633.046875 Penalty: 3588.509766
	Iteration 15F: 3 clusters Score -135633 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (229013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229013 members 
Entering Unmasked Estep 
Score: -27112490.000000 Penalty: 3060.700439
	Iteration 0F: 2 clusters Score -2.711249e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114781 members 
Mstep: Class 2 contains 114232 members 
Entering Unmasked Estep 
Score: -26959734.000000 Penalty: 6121.400879
	Iteration 0F: 3 clusters Score -2.695973e+07 nChanged 110526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119573 members 
Mstep: Class 2 contains 109440 members 
Entering Unmasked Estep 
Score: -27024130.000000 Penalty: 6121.400879
	Iteration 1F: 3 clusters Score -2.702413e+07 nChanged 6530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122967 members 
Mstep: Class 2 contains 106046 members 
Entering Unmasked Estep 
Score: -27025442.000000 Penalty: 6121.400879
	Iteration 2Q: 3 clusters Score -2.702544e+07 nChanged 7710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128389 members 
Mstep: Class 2 contains 100624 members 
Entering Unmasked Estep 
Score: -27027684.000000 Penalty: 6121.400879
	Iteration 3Q: 3 clusters Score -2.702768e+07 nChanged 10029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136952 members 
Mstep: Class 2 contains 92061 members 
Entering Unmasked Estep 
Score: -27031712.000000 Penalty: 6121.400879
	Iteration 4Q: 3 clusters Score -2.703171e+07 nChanged 13207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149439 members 
Mstep: Class 2 contains 79574 members 
Entering Unmasked Estep 
Score: -27038922.000000 Penalty: 6121.400879
	Iteration 5F: 3 clusters Score -2.703892e+07 nChanged 17239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166402 members 
Mstep: Class 2 contains 62611 members 
Entering Unmasked Estep 
Score: -27050830.000000 Penalty: 6121.400879
	Iteration 6F: 3 clusters Score -2.705083e+07 nChanged 20081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186417 members 
Mstep: Class 2 contains 42596 members 
Entering Unmasked Estep 
Score: -27068180.000000 Penalty: 6121.400879
	Iteration 7F: 3 clusters Score -2.706818e+07 nChanged 19277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205688 members 
Mstep: Class 2 contains 23325 members 
Entering Unmasked Estep 
Score: -27086828.000000 Penalty: 6121.400879
	Iteration 8F: 3 clusters Score -2.708683e+07 nChanged 13754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219442 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -27100440.000000 Penalty: 6121.400879
	Iteration 9F: 3 clusters Score -2.710044e+07 nChanged 6495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225937 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -27106754.000000 Penalty: 6121.400879
	Iteration 10Q: 3 clusters Score -2.710675e+07 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228005 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -27108814.000000 Penalty: 6121.400879
	Iteration 11Q: 3 clusters Score -2.710881e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228565 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -27109342.000000 Penalty: 6121.400879
	Iteration 12Q: 3 clusters Score -2.710934e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228694 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -27109572.000000 Penalty: 6121.400879
	Iteration 13Q: 3 clusters Score -2.710957e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228723 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -27109620.000000 Penalty: 6121.400879
	Iteration 14Q: 3 clusters Score -2.710962e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228749 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -27109644.000000 Penalty: 6121.400879
	Iteration 15Q: 3 clusters Score -2.710964e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228757 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -27109664.000000 Penalty: 6121.400879
	Iteration 16Q: 3 clusters Score -2.710966e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228765 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -27109698.000000 Penalty: 6121.400879
	Iteration 17Q: 3 clusters Score -2.71097e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228772 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -27109716.000000 Penalty: 6121.400879
	Iteration 18Q: 3 clusters Score -2.710972e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228772 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -27109740.000000 Penalty: 6121.400879
	Iteration 19Q: 3 clusters Score -2.710974e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228770 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -27109740.000000 Penalty: 6121.400879
	Iteration 20F: 3 clusters Score -2.710974e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228768 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -27109746.000000 Penalty: 6121.400879
	Iteration 21Q: 3 clusters Score -2.710975e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228769 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -27109752.000000 Penalty: 6121.400879
	Iteration 22Q: 3 clusters Score -2.710975e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228770 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -27109740.000000 Penalty: 6121.400879
	Iteration 23Q: 3 clusters Score -2.710974e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228770 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -27109744.000000 Penalty: 6121.400879
	Iteration 24Q: 3 clusters Score -2.710974e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228770 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -27109736.000000 Penalty: 6121.400879
	Iteration 25Q: 3 clusters Score -2.710974e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228770 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -27109726.000000 Penalty: 6121.400879
	Iteration 26Q: 3 clusters Score -2.710973e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228771 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -27109726.000000 Penalty: 6121.400879
	Iteration 27Q: 3 clusters Score -2.710973e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228771 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -27109726.000000 Penalty: 6121.400879
	Iteration 28F: 3 clusters Score -2.710973e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Entering Unmasked Estep 
Score: -148769.109375 Penalty: 1796.391235
	Iteration 0F: 2 clusters Score -148769.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -146588.375000 Penalty: 3592.782471
	Iteration 0F: 3 clusters Score -146588.4 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -146962.375000 Penalty: 3592.782471
	Iteration 1F: 3 clusters Score -146962.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -147053.250000 Penalty: 3592.782471
	Iteration 2F: 3 clusters Score -147053.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -147087.531250 Penalty: 3592.782471
	Iteration 3Q: 3 clusters Score -147087.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -147109.343750 Penalty: 3592.782471
	Iteration 4Q: 3 clusters Score -147109.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -147124.140625 Penalty: 3592.782471
	Iteration 5Q: 3 clusters Score -147124.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -147135.421875 Penalty: 3592.782471
	Iteration 6Q: 3 clusters Score -147135.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -147142.453125 Penalty: 3592.782471
	Iteration 7Q: 3 clusters Score -147142.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -147151.906250 Penalty: 3592.782471
	Iteration 8Q: 3 clusters Score -147151.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -147163.546875 Penalty: 3592.782471
	Iteration 9Q: 3 clusters Score -147163.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -147167.062500 Penalty: 3592.782471
	Iteration 10Q: 3 clusters Score -147167.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -147168.781250 Penalty: 3592.782471
	Iteration 11Q: 3 clusters Score -147168.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -147169.828125 Penalty: 3592.782471
	Iteration 12Q: 3 clusters Score -147169.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -147169.828125 Penalty: 3592.782471
	Iteration 13F: 3 clusters Score -147169.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Entering Unmasked Estep 
Score: -453725.437500 Penalty: 2065.695557
	Iteration 0F: 2 clusters Score -453725.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -449751.656250 Penalty: 4131.391113
	Iteration 0F: 3 clusters Score -449751.7 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -450753.468750 Penalty: 4131.391113
	Iteration 1F: 3 clusters Score -450753.5 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -451075.281250 Penalty: 4131.391113
	Iteration 2F: 3 clusters Score -451075.3 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -451306.781250 Penalty: 4131.391113
	Iteration 3F: 3 clusters Score -451306.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -451508.906250 Penalty: 4131.391113
	Iteration 4F: 3 clusters Score -451508.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -451677.968750 Penalty: 4131.391113
	Iteration 5Q: 3 clusters Score -451678 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -451804.406250 Penalty: 4131.391113
	Iteration 6Q: 3 clusters Score -451804.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -451894.781250 Penalty: 4131.391113
	Iteration 7Q: 3 clusters Score -451894.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -451966.156250 Penalty: 4131.391113
	Iteration 8Q: 3 clusters Score -451966.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -452016.718750 Penalty: 4131.391113
	Iteration 9Q: 3 clusters Score -452016.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -452068.531250 Penalty: 4131.391113
	Iteration 10Q: 3 clusters Score -452068.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -452118.406250 Penalty: 4131.391113
	Iteration 11Q: 3 clusters Score -452118.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -452157.500000 Penalty: 4131.391113
	Iteration 12Q: 3 clusters Score -452157.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -452188.000000 Penalty: 4131.391113
	Iteration 13Q: 3 clusters Score -452188 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -452213.906250 Penalty: 4131.391113
	Iteration 14Q: 3 clusters Score -452213.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -452232.656250 Penalty: 4131.391113
	Iteration 15Q: 3 clusters Score -452232.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -452242.781250 Penalty: 4131.391113
	Iteration 16Q: 3 clusters Score -452242.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -452249.343750 Penalty: 4131.391113
	Iteration 17Q: 3 clusters Score -452249.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -452254.781250 Penalty: 4131.391113
	Iteration 18Q: 3 clusters Score -452254.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -452258.468750 Penalty: 4131.391113
	Iteration 19Q: 3 clusters Score -452258.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -452260.281250 Penalty: 4131.391113
	Iteration 20F: 3 clusters Score -452260.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -452263.031250 Penalty: 4131.391113
	Iteration 21Q: 3 clusters Score -452263 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -452269.875000 Penalty: 4131.391113
	Iteration 22Q: 3 clusters Score -452269.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -452272.125000 Penalty: 4131.391113
	Iteration 23Q: 3 clusters Score -452272.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -452275.406250 Penalty: 4131.391113
	Iteration 24Q: 3 clusters Score -452275.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -452278.750000 Penalty: 4131.391113
	Iteration 25Q: 3 clusters Score -452278.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -452283.125000 Penalty: 4131.391113
	Iteration 26Q: 3 clusters Score -452283.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -452285.187500 Penalty: 4131.391113
	Iteration 27Q: 3 clusters Score -452285.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -452285.843750 Penalty: 4131.391113
	Iteration 28Q: 3 clusters Score -452285.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -452286.687500 Penalty: 4131.391113
	Iteration 29Q: 3 clusters Score -452286.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -452289.312500 Penalty: 4131.391113
	Iteration 30Q: 3 clusters Score -452289.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -452290.468750 Penalty: 4131.391113
	Iteration 31Q: 3 clusters Score -452290.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -452293.156250 Penalty: 4131.391113
	Iteration 32Q: 3 clusters Score -452293.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -452294.875000 Penalty: 4131.391113
	Iteration 33Q: 3 clusters Score -452294.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -452295.750000 Penalty: 4131.391113
	Iteration 34Q: 3 clusters Score -452295.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -452297.687500 Penalty: 4131.391113
	Iteration 35Q: 3 clusters Score -452297.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -452300.937500 Penalty: 4131.391113
	Iteration 36Q: 3 clusters Score -452300.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -452302.968750 Penalty: 4131.391113
	Iteration 37Q: 3 clusters Score -452303 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -452306.281250 Penalty: 4131.391113
	Iteration 38Q: 3 clusters Score -452306.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -452306.312500 Penalty: 4131.391113
	Iteration 39Q: 3 clusters Score -452306.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -452307.437500 Penalty: 4131.391113
	Iteration 40F: 3 clusters Score -452307.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -452309.125000 Penalty: 4131.391113
	Iteration 41Q: 3 clusters Score -452309.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -452309.781250 Penalty: 4131.391113
	Iteration 42Q: 3 clusters Score -452309.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -452310.437500 Penalty: 4131.391113
	Iteration 43Q: 3 clusters Score -452310.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -452311.406250 Penalty: 4131.391113
	Iteration 44Q: 3 clusters Score -452311.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -452312.843750 Penalty: 4131.391113
	Iteration 45Q: 3 clusters Score -452312.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -452315.437500 Penalty: 4131.391113
	Iteration 46Q: 3 clusters Score -452315.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -452314.687500 Penalty: 4131.391113
	Iteration 47Q: 3 clusters Score -452314.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -452314.687500 Penalty: 4131.391113
	Iteration 48F: 3 clusters Score -452314.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (72028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72028 members 
Entering Unmasked Estep 
Score: -7838614.000000 Penalty: 2773.833008
	Iteration 0F: 2 clusters Score -7838614 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36082 members 
Mstep: Class 2 contains 35946 members 
Entering Unmasked Estep 
Score: -7790417.500000 Penalty: 5547.666016
	Iteration 0F: 3 clusters Score -7790418 nChanged 33633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36905 members 
Mstep: Class 2 contains 35123 members 
Entering Unmasked Estep 
Score: -7809560.500000 Penalty: 5547.666016
	Iteration 1F: 3 clusters Score -7809560 nChanged 3289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37364 members 
Mstep: Class 2 contains 34664 members 
Entering Unmasked Estep 
Score: -7810827.500000 Penalty: 5547.666016
	Iteration 2Q: 3 clusters Score -7810828 nChanged 3714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37958 members 
Mstep: Class 2 contains 34070 members 
Entering Unmasked Estep 
Score: -7812635.000000 Penalty: 5547.666016
	Iteration 3F: 3 clusters Score -7812635 nChanged 4054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38610 members 
Mstep: Class 2 contains 33418 members 
Entering Unmasked Estep 
Score: -7814750.500000 Penalty: 5547.666016
	Iteration 4F: 3 clusters Score -7814750 nChanged 4472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39332 members 
Mstep: Class 2 contains 32696 members 
Entering Unmasked Estep 
Score: -7817285.000000 Penalty: 5547.666016
	Iteration 5F: 3 clusters Score -7817285 nChanged 4523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40155 members 
Mstep: Class 2 contains 31873 members 
Entering Unmasked Estep 
Score: -7819762.000000 Penalty: 5547.666016
	Iteration 6F: 3 clusters Score -7819762 nChanged 4207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41088 members 
Mstep: Class 2 contains 30940 members 
Entering Unmasked Estep 
Score: -7822000.500000 Penalty: 5547.666016
	Iteration 7F: 3 clusters Score -7822000 nChanged 3698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42106 members 
Mstep: Class 2 contains 29922 members 
Entering Unmasked Estep 
Score: -7823842.000000 Penalty: 5547.666016
	Iteration 8F: 3 clusters Score -7823842 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43162 members 
Mstep: Class 2 contains 28866 members 
Entering Unmasked Estep 
Score: -7825309.500000 Penalty: 5547.666016
	Iteration 9Q: 3 clusters Score -7825310 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44140 members 
Mstep: Class 2 contains 27888 members 
Entering Unmasked Estep 
Score: -7826529.500000 Penalty: 5547.666016
	Iteration 10Q: 3 clusters Score -7826530 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45116 members 
Mstep: Class 2 contains 26912 members 
Entering Unmasked Estep 
Score: -7827570.500000 Penalty: 5547.666016
	Iteration 11Q: 3 clusters Score -7827570 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46012 members 
Mstep: Class 2 contains 26016 members 
Entering Unmasked Estep 
Score: -7828421.500000 Penalty: 5547.666016
	Iteration 12Q: 3 clusters Score -7828422 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46857 members 
Mstep: Class 2 contains 25171 members 
Entering Unmasked Estep 
Score: -7829100.000000 Penalty: 5547.666016
	Iteration 13Q: 3 clusters Score -7829100 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47639 members 
Mstep: Class 2 contains 24389 members 
Entering Unmasked Estep 
Score: -7829480.500000 Penalty: 5547.666016
	Iteration 14Q: 3 clusters Score -7829480 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48391 members 
Mstep: Class 2 contains 23637 members 
Entering Unmasked Estep 
Score: -7829768.000000 Penalty: 5547.666016
	Iteration 15Q: 3 clusters Score -7829768 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49131 members 
Mstep: Class 2 contains 22897 members 
Entering Unmasked Estep 
Score: -7830000.000000 Penalty: 5547.666016
	Iteration 16Q: 3 clusters Score -7830000 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49892 members 
Mstep: Class 2 contains 22136 members 
Entering Unmasked Estep 
Score: -7830193.000000 Penalty: 5547.666016
	Iteration 17Q: 3 clusters Score -7830193 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50683 members 
Mstep: Class 2 contains 21345 members 
Entering Unmasked Estep 
Score: -7830350.500000 Penalty: 5547.666016
	Iteration 18Q: 3 clusters Score -7830350 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51412 members 
Mstep: Class 2 contains 20616 members 
Entering Unmasked Estep 
Score: -7830529.000000 Penalty: 5547.666016
	Iteration 19Q: 3 clusters Score -7830529 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52130 members 
Mstep: Class 2 contains 19898 members 
Entering Unmasked Estep 
Score: -7830722.000000 Penalty: 5547.666016
	Iteration 20F: 3 clusters Score -7830722 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52849 members 
Mstep: Class 2 contains 19179 members 
Entering Unmasked Estep 
Score: -7830912.500000 Penalty: 5547.666016
	Iteration 21Q: 3 clusters Score -7830912 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53557 members 
Mstep: Class 2 contains 18471 members 
Entering Unmasked Estep 
Score: -7831083.500000 Penalty: 5547.666016
	Iteration 22Q: 3 clusters Score -7831084 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54286 members 
Mstep: Class 2 contains 17742 members 
Entering Unmasked Estep 
Score: -7831239.500000 Penalty: 5547.666016
	Iteration 23Q: 3 clusters Score -7831240 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55031 members 
Mstep: Class 2 contains 16997 members 
Entering Unmasked Estep 
Score: -7831426.500000 Penalty: 5547.666016
	Iteration 24Q: 3 clusters Score -7831426 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55805 members 
Mstep: Class 2 contains 16223 members 
Entering Unmasked Estep 
Score: -7831595.500000 Penalty: 5547.666016
	Iteration 25Q: 3 clusters Score -7831596 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56567 members 
Mstep: Class 2 contains 15461 members 
Entering Unmasked Estep 
Score: -7831837.500000 Penalty: 5547.666016
	Iteration 26Q: 3 clusters Score -7831838 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57376 members 
Mstep: Class 2 contains 14652 members 
Entering Unmasked Estep 
Score: -7832131.500000 Penalty: 5547.666016
	Iteration 27Q: 3 clusters Score -7832132 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58236 members 
Mstep: Class 2 contains 13792 members 
Entering Unmasked Estep 
Score: -7832381.000000 Penalty: 5547.666016
	Iteration 28Q: 3 clusters Score -7832381 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59076 members 
Mstep: Class 2 contains 12952 members 
Entering Unmasked Estep 
Score: -7832622.500000 Penalty: 5547.666016
	Iteration 29Q: 3 clusters Score -7832622 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59895 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -7832885.000000 Penalty: 5547.666016
	Iteration 30Q: 3 clusters Score -7832885 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60698 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -7833172.500000 Penalty: 5547.666016
	Iteration 31Q: 3 clusters Score -7833172 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61479 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -7833436.000000 Penalty: 5547.666016
	Iteration 32Q: 3 clusters Score -7833436 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62252 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -7833725.500000 Penalty: 5547.666016
	Iteration 33Q: 3 clusters Score -7833726 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63032 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -7834020.500000 Penalty: 5547.666016
	Iteration 34Q: 3 clusters Score -7834020 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63802 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -7834357.500000 Penalty: 5547.666016
	Iteration 35Q: 3 clusters Score -7834358 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64544 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -7834684.500000 Penalty: 5547.666016
	Iteration 36Q: 3 clusters Score -7834684 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65289 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -7835059.000000 Penalty: 5547.666016
	Iteration 37Q: 3 clusters Score -7835059 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65971 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -7835381.500000 Penalty: 5547.666016
	Iteration 38Q: 3 clusters Score -7835382 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66587 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -7835645.000000 Penalty: 5547.666016
	Iteration 39Q: 3 clusters Score -7835645 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67103 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -7835874.500000 Penalty: 5547.666016
	Iteration 40F: 3 clusters Score -7835874 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67578 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -7836092.500000 Penalty: 5547.666016
	Iteration 41Q: 3 clusters Score -7836092 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67989 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -7836243.000000 Penalty: 5547.666016
	Iteration 42Q: 3 clusters Score -7836243 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68327 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -7836412.000000 Penalty: 5547.666016
	Iteration 43Q: 3 clusters Score -7836412 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68612 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -7836569.000000 Penalty: 5547.666016
	Iteration 44Q: 3 clusters Score -7836569 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68836 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -7836656.000000 Penalty: 5547.666016
	Iteration 45Q: 3 clusters Score -7836656 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69025 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -7836735.500000 Penalty: 5547.666016
	Iteration 46Q: 3 clusters Score -7836736 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69189 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -7836817.000000 Penalty: 5547.666016
	Iteration 47Q: 3 clusters Score -7836817 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69316 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -7836896.000000 Penalty: 5547.666016
	Iteration 48Q: 3 clusters Score -7836896 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69416 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -7836951.500000 Penalty: 5547.666016
	Iteration 49Q: 3 clusters Score -7836952 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69514 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -7837032.000000 Penalty: 5547.666016
	Iteration 50Q: 3 clusters Score -7837032 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69583 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -7837091.500000 Penalty: 5547.666016
	Iteration 51Q: 3 clusters Score -7837092 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69664 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -7837128.000000 Penalty: 5547.666016
	Iteration 52Q: 3 clusters Score -7837128 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69721 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -7837183.500000 Penalty: 5547.666016
	Iteration 53Q: 3 clusters Score -7837184 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69763 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -7837247.000000 Penalty: 5547.666016
	Iteration 54Q: 3 clusters Score -7837247 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69814 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -7837313.500000 Penalty: 5547.666016
	Iteration 55Q: 3 clusters Score -7837314 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69854 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -7837340.000000 Penalty: 5547.666016
	Iteration 56Q: 3 clusters Score -7837340 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69892 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -7837370.000000 Penalty: 5547.666016
	Iteration 57Q: 3 clusters Score -7837370 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69923 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -7837413.000000 Penalty: 5547.666016
	Iteration 58Q: 3 clusters Score -7837413 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69950 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -7837446.500000 Penalty: 5547.666016
	Iteration 59Q: 3 clusters Score -7837446 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69974 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -7837475.500000 Penalty: 5547.666016
	Iteration 60F: 3 clusters Score -7837476 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69999 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -7837494.000000 Penalty: 5547.666016
	Iteration 61Q: 3 clusters Score -7837494 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70003 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -7837484.000000 Penalty: 5547.666016
	Iteration 62Q: 3 clusters Score -7837484 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70012 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -7837499.500000 Penalty: 5547.666016
	Iteration 63Q: 3 clusters Score -7837500 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70020 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -7837501.000000 Penalty: 5547.666016
	Iteration 64Q: 3 clusters Score -7837501 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70027 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -7837507.000000 Penalty: 5547.666016
	Iteration 65Q: 3 clusters Score -7837507 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70032 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -7837504.500000 Penalty: 5547.666016
	Iteration 66Q: 3 clusters Score -7837504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70033 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -7837506.500000 Penalty: 5547.666016
	Iteration 67Q: 3 clusters Score -7837506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70036 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -7837503.000000 Penalty: 5547.666016
	Iteration 68Q: 3 clusters Score -7837503 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70035 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -7837504.500000 Penalty: 5547.666016
	Iteration 69Q: 3 clusters Score -7837504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70037 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -7837499.500000 Penalty: 5547.666016
	Iteration 70Q: 3 clusters Score -7837500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70038 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -7837495.500000 Penalty: 5547.666016
	Iteration 71Q: 3 clusters Score -7837496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70038 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -7837506.000000 Penalty: 5547.666016
	Iteration 72Q: 3 clusters Score -7837506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70036 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -7837507.000000 Penalty: 5547.666016
	Iteration 73Q: 3 clusters Score -7837507 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70035 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -7837506.500000 Penalty: 5547.666016
	Iteration 74Q: 3 clusters Score -7837506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70035 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -7837511.000000 Penalty: 5547.666016
	Iteration 75Q: 3 clusters Score -7837511 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70038 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -7837506.500000 Penalty: 5547.666016
	Iteration 76Q: 3 clusters Score -7837506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70039 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -7837503.000000 Penalty: 5547.666016
	Iteration 77Q: 3 clusters Score -7837503 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70039 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -7837503.000000 Penalty: 5547.666016
	Iteration 78F: 3 clusters Score -7837503 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (25715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25715 members 
Entering Unmasked Estep 
Score: -2993672.000000 Penalty: 2518.397949
	Iteration 0F: 2 clusters Score -2993672 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12820 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
Score: -2975978.000000 Penalty: 5036.795898
	Iteration 0F: 3 clusters Score -2975978 nChanged 11425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 13054 members 
Entering Unmasked Estep 
Score: -2982278.500000 Penalty: 5036.795898
	Iteration 1F: 3 clusters Score -2982278 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12548 members 
Mstep: Class 2 contains 13167 members 
Entering Unmasked Estep 
Score: -2982741.250000 Penalty: 5036.795898
	Iteration 2Q: 3 clusters Score -2982741 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 13268 members 
Entering Unmasked Estep 
Score: -2983118.750000 Penalty: 5036.795898
	Iteration 3Q: 3 clusters Score -2983119 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12324 members 
Mstep: Class 2 contains 13391 members 
Entering Unmasked Estep 
Score: -2983457.750000 Penalty: 5036.795898
	Iteration 4Q: 3 clusters Score -2983458 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 13558 members 
Entering Unmasked Estep 
Score: -2983764.750000 Penalty: 5036.795898
	Iteration 5Q: 3 clusters Score -2983765 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11950 members 
Mstep: Class 2 contains 13765 members 
Entering Unmasked Estep 
Score: -2984045.000000 Penalty: 5036.795898
	Iteration 6Q: 3 clusters Score -2984045 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 13998 members 
Entering Unmasked Estep 
Score: -2984305.750000 Penalty: 5036.795898
	Iteration 7Q: 3 clusters Score -2984306 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 14270 members 
Entering Unmasked Estep 
Score: -2984554.500000 Penalty: 5036.795898
	Iteration 8Q: 3 clusters Score -2984554 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 14567 members 
Entering Unmasked Estep 
Score: -2984799.250000 Penalty: 5036.795898
	Iteration 9Q: 3 clusters Score -2984799 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 14983 members 
Entering Unmasked Estep 
Score: -2985049.250000 Penalty: 5036.795898
	Iteration 10Q: 3 clusters Score -2985049 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 15470 members 
Entering Unmasked Estep 
Score: -2985322.250000 Penalty: 5036.795898
	Iteration 11Q: 3 clusters Score -2985322 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 16000 members 
Entering Unmasked Estep 
Score: -2985612.500000 Penalty: 5036.795898
	Iteration 12Q: 3 clusters Score -2985612 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 16581 members 
Entering Unmasked Estep 
Score: -2985915.500000 Penalty: 5036.795898
	Iteration 13Q: 3 clusters Score -2985916 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 17252 members 
Entering Unmasked Estep 
Score: -2986250.500000 Penalty: 5036.795898
	Iteration 14Q: 3 clusters Score -2986250 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 18017 members 
Entering Unmasked Estep 
Score: -2986652.250000 Penalty: 5036.795898
	Iteration 15Q: 3 clusters Score -2986652 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 18852 members 
Entering Unmasked Estep 
Score: -2987107.000000 Penalty: 5036.795898
	Iteration 16Q: 3 clusters Score -2987107 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 19762 members 
Entering Unmasked Estep 
Score: -2987669.000000 Penalty: 5036.795898
	Iteration 17Q: 3 clusters Score -2987669 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 20685 members 
Entering Unmasked Estep 
Score: -2988241.500000 Penalty: 5036.795898
	Iteration 18Q: 3 clusters Score -2988242 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 21554 members 
Entering Unmasked Estep 
Score: -2988797.250000 Penalty: 5036.795898
	Iteration 19Q: 3 clusters Score -2988797 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 22382 members 
Entering Unmasked Estep 
Score: -2989385.000000 Penalty: 5036.795898
	Iteration 20F: 3 clusters Score -2989385 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 23115 members 
Entering Unmasked Estep 
Score: -2989916.250000 Penalty: 5036.795898
	Iteration 21Q: 3 clusters Score -2989916 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 23695 members 
Entering Unmasked Estep 
Score: -2990370.000000 Penalty: 5036.795898
	Iteration 22Q: 3 clusters Score -2990370 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 24112 members 
Entering Unmasked Estep 
Score: -2990703.250000 Penalty: 5036.795898
	Iteration 23Q: 3 clusters Score -2990703 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 24414 members 
Entering Unmasked Estep 
Score: -2990953.500000 Penalty: 5036.795898
	Iteration 24Q: 3 clusters Score -2990954 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 24608 members 
Entering Unmasked Estep 
Score: -2991112.500000 Penalty: 5036.795898
	Iteration 25Q: 3 clusters Score -2991112 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 24740 members 
Entering Unmasked Estep 
Score: -2991221.750000 Penalty: 5036.795898
	Iteration 26Q: 3 clusters Score -2991222 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 24836 members 
Entering Unmasked Estep 
Score: -2991303.750000 Penalty: 5036.795898
	Iteration 27Q: 3 clusters Score -2991304 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 24896 members 
Entering Unmasked Estep 
Score: -2991349.250000 Penalty: 5036.795898
	Iteration 28Q: 3 clusters Score -2991349 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 24941 members 
Entering Unmasked Estep 
Score: -2991377.750000 Penalty: 5036.795898
	Iteration 29Q: 3 clusters Score -2991378 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 24971 members 
Entering Unmasked Estep 
Score: -2991399.500000 Penalty: 5036.795898
	Iteration 30Q: 3 clusters Score -2991400 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 24995 members 
Entering Unmasked Estep 
Score: -2991427.000000 Penalty: 5036.795898
	Iteration 31Q: 3 clusters Score -2991427 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 25018 members 
Entering Unmasked Estep 
Score: -2991444.250000 Penalty: 5036.795898
	Iteration 32Q: 3 clusters Score -2991444 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 25029 members 
Entering Unmasked Estep 
Score: -2991457.250000 Penalty: 5036.795898
	Iteration 33Q: 3 clusters Score -2991457 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 25043 members 
Entering Unmasked Estep 
Score: -2991469.000000 Penalty: 5036.795898
	Iteration 34Q: 3 clusters Score -2991469 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 25050 members 
Entering Unmasked Estep 
Score: -2991474.750000 Penalty: 5036.795898
	Iteration 35Q: 3 clusters Score -2991475 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 25059 members 
Entering Unmasked Estep 
Score: -2991486.250000 Penalty: 5036.795898
	Iteration 36Q: 3 clusters Score -2991486 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 25069 members 
Entering Unmasked Estep 
Score: -2991492.750000 Penalty: 5036.795898
	Iteration 37Q: 3 clusters Score -2991493 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 25078 members 
Entering Unmasked Estep 
Score: -2991494.500000 Penalty: 5036.795898
	Iteration 38Q: 3 clusters Score -2991494 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 25084 members 
Entering Unmasked Estep 
Score: -2991497.000000 Penalty: 5036.795898
	Iteration 39Q: 3 clusters Score -2991497 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 25089 members 
Entering Unmasked Estep 
Score: -2991503.500000 Penalty: 5036.795898
	Iteration 40F: 3 clusters Score -2991504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 25093 members 
Entering Unmasked Estep 
Score: -2991504.750000 Penalty: 5036.795898
	Iteration 41Q: 3 clusters Score -2991505 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 25098 members 
Entering Unmasked Estep 
Score: -2991506.000000 Penalty: 5036.795898
	Iteration 42Q: 3 clusters Score -2991506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 25100 members 
Entering Unmasked Estep 
Score: -2991511.000000 Penalty: 5036.795898
	Iteration 43Q: 3 clusters Score -2991511 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 25104 members 
Entering Unmasked Estep 
Score: -2991512.750000 Penalty: 5036.795898
	Iteration 44Q: 3 clusters Score -2991513 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 25108 members 
Entering Unmasked Estep 
Score: -2991524.000000 Penalty: 5036.795898
	Iteration 45Q: 3 clusters Score -2991524 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 25115 members 
Entering Unmasked Estep 
Score: -2991525.000000 Penalty: 5036.795898
	Iteration 46Q: 3 clusters Score -2991525 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 25118 members 
Entering Unmasked Estep 
Score: -2991530.250000 Penalty: 5036.795898
	Iteration 47Q: 3 clusters Score -2991530 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 25127 members 
Entering Unmasked Estep 
Score: -2991539.500000 Penalty: 5036.795898
	Iteration 48Q: 3 clusters Score -2991540 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 25129 members 
Entering Unmasked Estep 
Score: -2991542.000000 Penalty: 5036.795898
	Iteration 49Q: 3 clusters Score -2991542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 25132 members 
Entering Unmasked Estep 
Score: -2991545.750000 Penalty: 5036.795898
	Iteration 50Q: 3 clusters Score -2991546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 25134 members 
Entering Unmasked Estep 
Score: -2991543.500000 Penalty: 5036.795898
	Iteration 51Q: 3 clusters Score -2991544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 25135 members 
Entering Unmasked Estep 
Score: -2991542.000000 Penalty: 5036.795898
	Iteration 52Q: 3 clusters Score -2991542 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 25135 members 
Entering Unmasked Estep 
Score: -2991542.000000 Penalty: 5036.795898
	Iteration 53F: 3 clusters Score -2991542 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Entering Unmasked Estep 
Score: -432276.531250 Penalty: 2054.556885
	Iteration 0F: 2 clusters Score -432276.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -428398.656250 Penalty: 4109.113770
	Iteration 0F: 3 clusters Score -428398.7 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -429190.750000 Penalty: 4109.113770
	Iteration 1F: 3 clusters Score -429190.8 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -429395.093750 Penalty: 4109.113770
	Iteration 2F: 3 clusters Score -429395.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -429518.906250 Penalty: 4109.113770
	Iteration 3F: 3 clusters Score -429518.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -429612.656250 Penalty: 4109.113770
	Iteration 4Q: 3 clusters Score -429612.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -429692.000000 Penalty: 4109.113770
	Iteration 5Q: 3 clusters Score -429692 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -429768.031250 Penalty: 4109.113770
	Iteration 6Q: 3 clusters Score -429768 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -429819.468750 Penalty: 4109.113770
	Iteration 7Q: 3 clusters Score -429819.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -429869.375000 Penalty: 4109.113770
	Iteration 8Q: 3 clusters Score -429869.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -429918.531250 Penalty: 4109.113770
	Iteration 9Q: 3 clusters Score -429918.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -429961.593750 Penalty: 4109.113770
	Iteration 10Q: 3 clusters Score -429961.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -430004.843750 Penalty: 4109.113770
	Iteration 11Q: 3 clusters Score -430004.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -430056.968750 Penalty: 4109.113770
	Iteration 12Q: 3 clusters Score -430057 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -430110.718750 Penalty: 4109.113770
	Iteration 13Q: 3 clusters Score -430110.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -430161.343750 Penalty: 4109.113770
	Iteration 14Q: 3 clusters Score -430161.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -430210.593750 Penalty: 4109.113770
	Iteration 15Q: 3 clusters Score -430210.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -430242.312500 Penalty: 4109.113770
	Iteration 16Q: 3 clusters Score -430242.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -430271.906250 Penalty: 4109.113770
	Iteration 17Q: 3 clusters Score -430271.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -430290.093750 Penalty: 4109.113770
	Iteration 18Q: 3 clusters Score -430290.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -430306.656250 Penalty: 4109.113770
	Iteration 19Q: 3 clusters Score -430306.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -430316.375000 Penalty: 4109.113770
	Iteration 20F: 3 clusters Score -430316.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -430324.312500 Penalty: 4109.113770
	Iteration 21Q: 3 clusters Score -430324.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -430331.437500 Penalty: 4109.113770
	Iteration 22Q: 3 clusters Score -430331.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -430335.468750 Penalty: 4109.113770
	Iteration 23Q: 3 clusters Score -430335.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -430339.812500 Penalty: 4109.113770
	Iteration 24Q: 3 clusters Score -430339.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -430341.093750 Penalty: 4109.113770
	Iteration 25Q: 3 clusters Score -430341.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -430345.000000 Penalty: 4109.113770
	Iteration 26Q: 3 clusters Score -430345 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -430348.437500 Penalty: 4109.113770
	Iteration 27Q: 3 clusters Score -430348.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -430350.812500 Penalty: 4109.113770
	Iteration 28Q: 3 clusters Score -430350.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -430353.031250 Penalty: 4109.113770
	Iteration 29Q: 3 clusters Score -430353 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -430357.031250 Penalty: 4109.113770
	Iteration 30Q: 3 clusters Score -430357 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -430356.125000 Penalty: 4109.113770
	Iteration 31Q: 3 clusters Score -430356.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -430358.437500 Penalty: 4109.113770
	Iteration 32Q: 3 clusters Score -430358.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -430359.718750 Penalty: 4109.113770
	Iteration 33Q: 3 clusters Score -430359.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -430361.281250 Penalty: 4109.113770
	Iteration 34Q: 3 clusters Score -430361.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -430362.687500 Penalty: 4109.113770
	Iteration 35Q: 3 clusters Score -430362.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -430365.000000 Penalty: 4109.113770
	Iteration 36Q: 3 clusters Score -430365 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -430369.156250 Penalty: 4109.113770
	Iteration 37Q: 3 clusters Score -430369.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -430371.562500 Penalty: 4109.113770
	Iteration 38Q: 3 clusters Score -430371.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -430374.875000 Penalty: 4109.113770
	Iteration 39Q: 3 clusters Score -430374.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -430379.812500 Penalty: 4109.113770
	Iteration 40F: 3 clusters Score -430379.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -430384.375000 Penalty: 4109.113770
	Iteration 41Q: 3 clusters Score -430384.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -430387.968750 Penalty: 4109.113770
	Iteration 42Q: 3 clusters Score -430388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -430388.906250 Penalty: 4109.113770
	Iteration 43Q: 3 clusters Score -430388.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -430391.656250 Penalty: 4109.113770
	Iteration 44Q: 3 clusters Score -430391.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -430394.156250 Penalty: 4109.113770
	Iteration 45Q: 3 clusters Score -430394.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -430396.312500 Penalty: 4109.113770
	Iteration 46Q: 3 clusters Score -430396.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -430399.343750 Penalty: 4109.113770
	Iteration 47Q: 3 clusters Score -430399.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -430403.187500 Penalty: 4109.113770
	Iteration 48Q: 3 clusters Score -430403.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -430407.875000 Penalty: 4109.113770
	Iteration 49Q: 3 clusters Score -430407.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -430409.812500 Penalty: 4109.113770
	Iteration 50Q: 3 clusters Score -430409.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -430409.875000 Penalty: 4109.113770
	Iteration 51Q: 3 clusters Score -430409.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -430409.875000 Penalty: 4109.113770
	Iteration 52F: 3 clusters Score -430409.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (11162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Entering Unmasked Estep 
Score: -1277697.750000 Penalty: 2311.427002
	Iteration 0F: 2 clusters Score -1277698 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -1269229.375000 Penalty: 4622.854004
	Iteration 0F: 3 clusters Score -1269229 nChanged 4718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -1271800.625000 Penalty: 4622.854004
	Iteration 1F: 3 clusters Score -1271801 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -1272113.000000 Penalty: 4622.854004
	Iteration 2F: 3 clusters Score -1272113 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -1272349.625000 Penalty: 4622.854004
	Iteration 3Q: 3 clusters Score -1272350 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -1272542.125000 Penalty: 4622.854004
	Iteration 4Q: 3 clusters Score -1272542 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -1272748.250000 Penalty: 4622.854004
	Iteration 5Q: 3 clusters Score -1272748 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -1272962.250000 Penalty: 4622.854004
	Iteration 6Q: 3 clusters Score -1272962 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -1273203.125000 Penalty: 4622.854004
	Iteration 7Q: 3 clusters Score -1273203 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -1273511.625000 Penalty: 4622.854004
	Iteration 8Q: 3 clusters Score -1273512 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -1273859.125000 Penalty: 4622.854004
	Iteration 9Q: 3 clusters Score -1273859 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -1274270.375000 Penalty: 4622.854004
	Iteration 10Q: 3 clusters Score -1274270 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -1274746.375000 Penalty: 4622.854004
	Iteration 11Q: 3 clusters Score -1274746 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -1275135.125000 Penalty: 4622.854004
	Iteration 12Q: 3 clusters Score -1275135 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -1275424.125000 Penalty: 4622.854004
	Iteration 13Q: 3 clusters Score -1275424 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -1275647.500000 Penalty: 4622.854004
	Iteration 14Q: 3 clusters Score -1275648 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -1275787.875000 Penalty: 4622.854004
	Iteration 15Q: 3 clusters Score -1275788 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -1275903.875000 Penalty: 4622.854004
	Iteration 16Q: 3 clusters Score -1275904 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -1276000.875000 Penalty: 4622.854004
	Iteration 17Q: 3 clusters Score -1276001 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -1276113.500000 Penalty: 4622.854004
	Iteration 18Q: 3 clusters Score -1276114 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -1276223.875000 Penalty: 4622.854004
	Iteration 19Q: 3 clusters Score -1276224 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -1276315.625000 Penalty: 4622.854004
	Iteration 20F: 3 clusters Score -1276316 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -1276380.625000 Penalty: 4622.854004
	Iteration 21Q: 3 clusters Score -1276381 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -1276436.500000 Penalty: 4622.854004
	Iteration 22Q: 3 clusters Score -1276436 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -1276492.375000 Penalty: 4622.854004
	Iteration 23Q: 3 clusters Score -1276492 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -1276520.875000 Penalty: 4622.854004
	Iteration 24Q: 3 clusters Score -1276521 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -1276545.625000 Penalty: 4622.854004
	Iteration 25Q: 3 clusters Score -1276546 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -1276560.125000 Penalty: 4622.854004
	Iteration 26Q: 3 clusters Score -1276560 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -1276569.625000 Penalty: 4622.854004
	Iteration 27Q: 3 clusters Score -1276570 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -1276578.250000 Penalty: 4622.854004
	Iteration 28Q: 3 clusters Score -1276578 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -1276581.375000 Penalty: 4622.854004
	Iteration 29Q: 3 clusters Score -1276581 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -1276584.500000 Penalty: 4622.854004
	Iteration 30Q: 3 clusters Score -1276584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -1276588.000000 Penalty: 4622.854004
	Iteration 31Q: 3 clusters Score -1276588 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -1276590.750000 Penalty: 4622.854004
	Iteration 32Q: 3 clusters Score -1276591 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -1276591.625000 Penalty: 4622.854004
	Iteration 33Q: 3 clusters Score -1276592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -1276592.125000 Penalty: 4622.854004
	Iteration 34Q: 3 clusters Score -1276592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -1276592.000000 Penalty: 4622.854004
	Iteration 35Q: 3 clusters Score -1276592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -1276592.000000 Penalty: 4622.854004
	Iteration 36Q: 3 clusters Score -1276592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -1276591.375000 Penalty: 4622.854004
	Iteration 37Q: 3 clusters Score -1276591 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -1276591.375000 Penalty: 4622.854004
	Iteration 38F: 3 clusters Score -1276591 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (3899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Entering Unmasked Estep 
Score: -454712.687500 Penalty: 2050.582031
	Iteration 0F: 2 clusters Score -454712.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -450926.468750 Penalty: 4101.164062
	Iteration 0F: 3 clusters Score -450926.5 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -451722.000000 Penalty: 4101.164062
	Iteration 1F: 3 clusters Score -451722 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -451913.406250 Penalty: 4101.164062
	Iteration 2F: 3 clusters Score -451913.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -452041.625000 Penalty: 4101.164062
	Iteration 3Q: 3 clusters Score -452041.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -452131.156250 Penalty: 4101.164062
	Iteration 4Q: 3 clusters Score -452131.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -452186.312500 Penalty: 4101.164062
	Iteration 5Q: 3 clusters Score -452186.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -452241.843750 Penalty: 4101.164062
	Iteration 6Q: 3 clusters Score -452241.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -452301.562500 Penalty: 4101.164062
	Iteration 7Q: 3 clusters Score -452301.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -452364.593750 Penalty: 4101.164062
	Iteration 8Q: 3 clusters Score -452364.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -452419.031250 Penalty: 4101.164062
	Iteration 9Q: 3 clusters Score -452419 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -452474.218750 Penalty: 4101.164062
	Iteration 10Q: 3 clusters Score -452474.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -452539.593750 Penalty: 4101.164062
	Iteration 11Q: 3 clusters Score -452539.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -452598.781250 Penalty: 4101.164062
	Iteration 12Q: 3 clusters Score -452598.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -452668.062500 Penalty: 4101.164062
	Iteration 13Q: 3 clusters Score -452668.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -452743.593750 Penalty: 4101.164062
	Iteration 14Q: 3 clusters Score -452743.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -452825.343750 Penalty: 4101.164062
	Iteration 15Q: 3 clusters Score -452825.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -452906.718750 Penalty: 4101.164062
	Iteration 16Q: 3 clusters Score -452906.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -452984.000000 Penalty: 4101.164062
	Iteration 17Q: 3 clusters Score -452984 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -453050.343750 Penalty: 4101.164062
	Iteration 18Q: 3 clusters Score -453050.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -453110.812500 Penalty: 4101.164062
	Iteration 19Q: 3 clusters Score -453110.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -453150.062500 Penalty: 4101.164062
	Iteration 20F: 3 clusters Score -453150.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -453169.687500 Penalty: 4101.164062
	Iteration 21Q: 3 clusters Score -453169.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -453187.187500 Penalty: 4101.164062
	Iteration 22Q: 3 clusters Score -453187.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -453208.468750 Penalty: 4101.164062
	Iteration 23Q: 3 clusters Score -453208.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -453238.968750 Penalty: 4101.164062
	Iteration 24Q: 3 clusters Score -453239 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -453265.718750 Penalty: 4101.164062
	Iteration 25Q: 3 clusters Score -453265.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -453280.718750 Penalty: 4101.164062
	Iteration 26Q: 3 clusters Score -453280.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -453291.593750 Penalty: 4101.164062
	Iteration 27Q: 3 clusters Score -453291.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -453298.218750 Penalty: 4101.164062
	Iteration 28Q: 3 clusters Score -453298.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -453307.437500 Penalty: 4101.164062
	Iteration 29Q: 3 clusters Score -453307.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -453313.031250 Penalty: 4101.164062
	Iteration 30Q: 3 clusters Score -453313 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -453322.093750 Penalty: 4101.164062
	Iteration 31Q: 3 clusters Score -453322.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -453326.906250 Penalty: 4101.164062
	Iteration 32Q: 3 clusters Score -453326.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -453329.937500 Penalty: 4101.164062
	Iteration 33Q: 3 clusters Score -453329.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -453333.531250 Penalty: 4101.164062
	Iteration 34Q: 3 clusters Score -453333.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -453333.968750 Penalty: 4101.164062
	Iteration 35Q: 3 clusters Score -453334 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -453333.968750 Penalty: 4101.164062
	Iteration 36F: 3 clusters Score -453334 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Entering Unmasked Estep 
Score: -192219.828125 Penalty: 1882.280640
	Iteration 0F: 2 clusters Score -192219.8 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 974 members 
Entering Unmasked Estep 
Score: -189630.218750 Penalty: 3764.561279
	Iteration 0F: 3 clusters Score -189630.2 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -190166.953125 Penalty: 3764.561279
	Iteration 1F: 3 clusters Score -190167 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -190420.906250 Penalty: 3764.561279
	Iteration 2F: 3 clusters Score -190420.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -190677.718750 Penalty: 3764.561279
	Iteration 3F: 3 clusters Score -190677.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -190999.687500 Penalty: 3764.561279
	Iteration 4F: 3 clusters Score -190999.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -191251.328125 Penalty: 3764.561279
	Iteration 5F: 3 clusters Score -191251.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -191407.734375 Penalty: 3764.561279
	Iteration 6F: 3 clusters Score -191407.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -191488.328125 Penalty: 3764.561279
	Iteration 7Q: 3 clusters Score -191488.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -191549.812500 Penalty: 3764.561279
	Iteration 8Q: 3 clusters Score -191549.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -191587.921875 Penalty: 3764.561279
	Iteration 9Q: 3 clusters Score -191587.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -191616.000000 Penalty: 3764.561279
	Iteration 10Q: 3 clusters Score -191616 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -191628.500000 Penalty: 3764.561279
	Iteration 11Q: 3 clusters Score -191628.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -191641.859375 Penalty: 3764.561279
	Iteration 12Q: 3 clusters Score -191641.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -191657.906250 Penalty: 3764.561279
	Iteration 13Q: 3 clusters Score -191657.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -191670.281250 Penalty: 3764.561279
	Iteration 14Q: 3 clusters Score -191670.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -191675.687500 Penalty: 3764.561279
	Iteration 15Q: 3 clusters Score -191675.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -191678.906250 Penalty: 3764.561279
	Iteration 16Q: 3 clusters Score -191678.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -191680.500000 Penalty: 3764.561279
	Iteration 17Q: 3 clusters Score -191680.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -191682.437500 Penalty: 3764.561279
	Iteration 18Q: 3 clusters Score -191682.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -191682.890625 Penalty: 3764.561279
	Iteration 19Q: 3 clusters Score -191682.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -191682.890625 Penalty: 3764.561279
	Iteration 20F: 3 clusters Score -191682.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (4579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Entering Unmasked Estep 
Score: -482788.343750 Penalty: 2090.450439
	Iteration 0F: 2 clusters Score -482788.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -478526.218750 Penalty: 4180.900879
	Iteration 0F: 3 clusters Score -478526.2 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -479633.593750 Penalty: 4180.900879
	Iteration 1F: 3 clusters Score -479633.6 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -480048.156250 Penalty: 4180.900879
	Iteration 2F: 3 clusters Score -480048.2 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -480452.593750 Penalty: 4180.900879
	Iteration 3F: 3 clusters Score -480452.6 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -480787.406250 Penalty: 4180.900879
	Iteration 4F: 3 clusters Score -480787.4 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -481052.843750 Penalty: 4180.900879
	Iteration 5F: 3 clusters Score -481052.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -481310.718750 Penalty: 4180.900879
	Iteration 6F: 3 clusters Score -481310.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -481532.875000 Penalty: 4180.900879
	Iteration 7Q: 3 clusters Score -481532.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -481703.343750 Penalty: 4180.900879
	Iteration 8Q: 3 clusters Score -481703.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -481834.875000 Penalty: 4180.900879
	Iteration 9Q: 3 clusters Score -481834.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -481961.875000 Penalty: 4180.900879
	Iteration 10Q: 3 clusters Score -481961.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -482055.843750 Penalty: 4180.900879
	Iteration 11Q: 3 clusters Score -482055.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -482131.343750 Penalty: 4180.900879
	Iteration 12Q: 3 clusters Score -482131.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -482199.187500 Penalty: 4180.900879
	Iteration 13Q: 3 clusters Score -482199.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -482270.937500 Penalty: 4180.900879
	Iteration 14Q: 3 clusters Score -482270.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -482345.218750 Penalty: 4180.900879
	Iteration 15Q: 3 clusters Score -482345.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -482389.125000 Penalty: 4180.900879
	Iteration 16Q: 3 clusters Score -482389.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -482415.062500 Penalty: 4180.900879
	Iteration 17Q: 3 clusters Score -482415.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -482434.437500 Penalty: 4180.900879
	Iteration 18Q: 3 clusters Score -482434.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -482449.062500 Penalty: 4180.900879
	Iteration 19Q: 3 clusters Score -482449.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -482457.906250 Penalty: 4180.900879
	Iteration 20F: 3 clusters Score -482457.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -482461.062500 Penalty: 4180.900879
	Iteration 21Q: 3 clusters Score -482461.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -482463.343750 Penalty: 4180.900879
	Iteration 22Q: 3 clusters Score -482463.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -482464.125000 Penalty: 4180.900879
	Iteration 23Q: 3 clusters Score -482464.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -482465.375000 Penalty: 4180.900879
	Iteration 24Q: 3 clusters Score -482465.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -482466.937500 Penalty: 4180.900879
	Iteration 25Q: 3 clusters Score -482466.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -482466.437500 Penalty: 4180.900879
	Iteration 26Q: 3 clusters Score -482466.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -482467.343750 Penalty: 4180.900879
	Iteration 27Q: 3 clusters Score -482467.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -482467.437500 Penalty: 4180.900879
	Iteration 28Q: 3 clusters Score -482467.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -482470.093750 Penalty: 4180.900879
	Iteration 29Q: 3 clusters Score -482470.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -482470.125000 Penalty: 4180.900879
	Iteration 30Q: 3 clusters Score -482470.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -482470.781250 Penalty: 4180.900879
	Iteration 31Q: 3 clusters Score -482470.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -482470.000000 Penalty: 4180.900879
	Iteration 32Q: 3 clusters Score -482470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -482472.187500 Penalty: 4180.900879
	Iteration 33Q: 3 clusters Score -482472.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -482471.781250 Penalty: 4180.900879
	Iteration 34Q: 3 clusters Score -482471.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -482471.781250 Penalty: 4180.900879
	Iteration 35F: 3 clusters Score -482471.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (237240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237240 members 
Entering Unmasked Estep 
Score: -28025400.000000 Penalty: 3069.453125
	Iteration 0F: 2 clusters Score -2.80254e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118634 members 
Mstep: Class 2 contains 118606 members 
Entering Unmasked Estep 
Score: -27874374.000000 Penalty: 6138.906250
	Iteration 0F: 3 clusters Score -2.787437e+07 nChanged 114128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117806 members 
Mstep: Class 2 contains 119434 members 
Entering Unmasked Estep 
Score: -27943256.000000 Penalty: 6138.906250
	Iteration 1F: 3 clusters Score -2.794326e+07 nChanged 7290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117114 members 
Mstep: Class 2 contains 120126 members 
Entering Unmasked Estep 
Score: -27945172.000000 Penalty: 6138.906250
	Iteration 2Q: 3 clusters Score -2.794517e+07 nChanged 7990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115962 members 
Mstep: Class 2 contains 121278 members 
Entering Unmasked Estep 
Score: -27947380.000000 Penalty: 6138.906250
	Iteration 3Q: 3 clusters Score -2.794738e+07 nChanged 8735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114359 members 
Mstep: Class 2 contains 122881 members 
Entering Unmasked Estep 
Score: -27950076.000000 Penalty: 6138.906250
	Iteration 4Q: 3 clusters Score -2.795008e+07 nChanged 9244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111949 members 
Mstep: Class 2 contains 125291 members 
Entering Unmasked Estep 
Score: -27953118.000000 Penalty: 6138.906250
	Iteration 5Q: 3 clusters Score -2.795312e+07 nChanged 9889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108612 members 
Mstep: Class 2 contains 128628 members 
Entering Unmasked Estep 
Score: -27957068.000000 Penalty: 6138.906250
	Iteration 6Q: 3 clusters Score -2.795707e+07 nChanged 10940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104098 members 
Mstep: Class 2 contains 133142 members 
Entering Unmasked Estep 
Score: -27962142.000000 Penalty: 6138.906250
	Iteration 7Q: 3 clusters Score -2.796214e+07 nChanged 12162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98436 members 
Mstep: Class 2 contains 138804 members 
Entering Unmasked Estep 
Score: -27969042.000000 Penalty: 6138.906250
	Iteration 8F: 3 clusters Score -2.796904e+07 nChanged 12897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92043 members 
Mstep: Class 2 contains 145197 members 
Entering Unmasked Estep 
Score: -27977648.000000 Penalty: 6138.906250
	Iteration 9F: 3 clusters Score -2.797765e+07 nChanged 12861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85674 members 
Mstep: Class 2 contains 151566 members 
Entering Unmasked Estep 
Score: -27986804.000000 Penalty: 6138.906250
	Iteration 10F: 3 clusters Score -2.79868e+07 nChanged 10903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80215 members 
Mstep: Class 2 contains 157025 members 
Entering Unmasked Estep 
Score: -27992032.000000 Penalty: 6138.906250
	Iteration 11Q: 3 clusters Score -2.799203e+07 nChanged 7742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75357 members 
Mstep: Class 2 contains 161883 members 
Entering Unmasked Estep 
Score: -27994694.000000 Penalty: 6138.906250
	Iteration 12Q: 3 clusters Score -2.799469e+07 nChanged 5583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70754 members 
Mstep: Class 2 contains 166486 members 
Entering Unmasked Estep 
Score: -27996346.000000 Penalty: 6138.906250
	Iteration 13Q: 3 clusters Score -2.799635e+07 nChanged 4840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66180 members 
Mstep: Class 2 contains 171060 members 
Entering Unmasked Estep 
Score: -27997734.000000 Penalty: 6138.906250
	Iteration 14Q: 3 clusters Score -2.799773e+07 nChanged 4531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61743 members 
Mstep: Class 2 contains 175497 members 
Entering Unmasked Estep 
Score: -27998830.000000 Penalty: 6138.906250
	Iteration 15Q: 3 clusters Score -2.799883e+07 nChanged 4489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57304 members 
Mstep: Class 2 contains 179936 members 
Entering Unmasked Estep 
Score: -27999964.000000 Penalty: 6138.906250
	Iteration 16Q: 3 clusters Score -2.799996e+07 nChanged 4325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53031 members 
Mstep: Class 2 contains 184209 members 
Entering Unmasked Estep 
Score: -28001234.000000 Penalty: 6138.906250
	Iteration 17Q: 3 clusters Score -2.800123e+07 nChanged 4186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48891 members 
Mstep: Class 2 contains 188349 members 
Entering Unmasked Estep 
Score: -28002418.000000 Penalty: 6138.906250
	Iteration 18Q: 3 clusters Score -2.800242e+07 nChanged 4085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44866 members 
Mstep: Class 2 contains 192374 members 
Entering Unmasked Estep 
Score: -28003618.000000 Penalty: 6138.906250
	Iteration 19Q: 3 clusters Score -2.800362e+07 nChanged 3866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41062 members 
Mstep: Class 2 contains 196178 members 
Entering Unmasked Estep 
Score: -28004718.000000 Penalty: 6138.906250
	Iteration 20F: 3 clusters Score -2.800472e+07 nChanged 3743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37373 members 
Mstep: Class 2 contains 199867 members 
Entering Unmasked Estep 
Score: -28005966.000000 Penalty: 6138.906250
	Iteration 21Q: 3 clusters Score -2.800597e+07 nChanged 3495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33916 members 
Mstep: Class 2 contains 203324 members 
Entering Unmasked Estep 
Score: -28007090.000000 Penalty: 6138.906250
	Iteration 22Q: 3 clusters Score -2.800709e+07 nChanged 3332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30630 members 
Mstep: Class 2 contains 206610 members 
Entering Unmasked Estep 
Score: -28008214.000000 Penalty: 6138.906250
	Iteration 23Q: 3 clusters Score -2.800821e+07 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27464 members 
Mstep: Class 2 contains 209776 members 
Entering Unmasked Estep 
Score: -28009434.000000 Penalty: 6138.906250
	Iteration 24Q: 3 clusters Score -2.800943e+07 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24448 members 
Mstep: Class 2 contains 212792 members 
Entering Unmasked Estep 
Score: -28010564.000000 Penalty: 6138.906250
	Iteration 25Q: 3 clusters Score -2.801056e+07 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21637 members 
Mstep: Class 2 contains 215603 members 
Entering Unmasked Estep 
Score: -28011956.000000 Penalty: 6138.906250
	Iteration 26Q: 3 clusters Score -2.801196e+07 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19048 members 
Mstep: Class 2 contains 218192 members 
Entering Unmasked Estep 
Score: -28013118.000000 Penalty: 6138.906250
	Iteration 27Q: 3 clusters Score -2.801312e+07 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16700 members 
Mstep: Class 2 contains 220540 members 
Entering Unmasked Estep 
Score: -28014082.000000 Penalty: 6138.906250
	Iteration 28Q: 3 clusters Score -2.801408e+07 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14548 members 
Mstep: Class 2 contains 222692 members 
Entering Unmasked Estep 
Score: -28015138.000000 Penalty: 6138.906250
	Iteration 29Q: 3 clusters Score -2.801514e+07 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12659 members 
Mstep: Class 2 contains 224581 members 
Entering Unmasked Estep 
Score: -28016138.000000 Penalty: 6138.906250
	Iteration 30Q: 3 clusters Score -2.801614e+07 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 226220 members 
Entering Unmasked Estep 
Score: -28017000.000000 Penalty: 6138.906250
	Iteration 31Q: 3 clusters Score -2.8017e+07 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 227681 members 
Entering Unmasked Estep 
Score: -28017754.000000 Penalty: 6138.906250
	Iteration 32Q: 3 clusters Score -2.801775e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 228975 members 
Entering Unmasked Estep 
Score: -28018498.000000 Penalty: 6138.906250
	Iteration 33Q: 3 clusters Score -2.80185e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 230052 members 
Entering Unmasked Estep 
Score: -28019138.000000 Penalty: 6138.906250
	Iteration 34Q: 3 clusters Score -2.801914e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 230986 members 
Entering Unmasked Estep 
Score: -28019622.000000 Penalty: 6138.906250
	Iteration 35Q: 3 clusters Score -2.801962e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 231785 members 
Entering Unmasked Estep 
Score: -28020056.000000 Penalty: 6138.906250
	Iteration 36Q: 3 clusters Score -2.802006e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 232457 members 
Entering Unmasked Estep 
Score: -28020588.000000 Penalty: 6138.906250
	Iteration 37Q: 3 clusters Score -2.802059e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 233041 members 
Entering Unmasked Estep 
Score: -28020806.000000 Penalty: 6138.906250
	Iteration 38Q: 3 clusters Score -2.802081e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 233504 members 
Entering Unmasked Estep 
Score: -28021178.000000 Penalty: 6138.906250
	Iteration 39Q: 3 clusters Score -2.802118e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 233884 members 
Entering Unmasked Estep 
Score: -28021398.000000 Penalty: 6138.906250
	Iteration 40F: 3 clusters Score -2.80214e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 234204 members 
Entering Unmasked Estep 
Score: -28021590.000000 Penalty: 6138.906250
	Iteration 41Q: 3 clusters Score -2.802159e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 234451 members 
Entering Unmasked Estep 
Score: -28021740.000000 Penalty: 6138.906250
	Iteration 42Q: 3 clusters Score -2.802174e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 234642 members 
Entering Unmasked Estep 
Score: -28021802.000000 Penalty: 6138.906250
	Iteration 43Q: 3 clusters Score -2.80218e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 234788 members 
Entering Unmasked Estep 
Score: -28021888.000000 Penalty: 6138.906250
	Iteration 44Q: 3 clusters Score -2.802189e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 234924 members 
Entering Unmasked Estep 
Score: -28021996.000000 Penalty: 6138.906250
	Iteration 45Q: 3 clusters Score -2.8022e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 235035 members 
Entering Unmasked Estep 
Score: -28022062.000000 Penalty: 6138.906250
	Iteration 46Q: 3 clusters Score -2.802206e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 235127 members 
Entering Unmasked Estep 
Score: -28022114.000000 Penalty: 6138.906250
	Iteration 47Q: 3 clusters Score -2.802211e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 235208 members 
Entering Unmasked Estep 
Score: -28022158.000000 Penalty: 6138.906250
	Iteration 48Q: 3 clusters Score -2.802216e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 235273 members 
Entering Unmasked Estep 
Score: -28022190.000000 Penalty: 6138.906250
	Iteration 49Q: 3 clusters Score -2.802219e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 235333 members 
Entering Unmasked Estep 
Score: -28022218.000000 Penalty: 6138.906250
	Iteration 50Q: 3 clusters Score -2.802222e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 235373 members 
Entering Unmasked Estep 
Score: -28022242.000000 Penalty: 6138.906250
	Iteration 51Q: 3 clusters Score -2.802224e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 235407 members 
Entering Unmasked Estep 
Score: -28022282.000000 Penalty: 6138.906250
	Iteration 52Q: 3 clusters Score -2.802228e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 235441 members 
Entering Unmasked Estep 
Score: -28022304.000000 Penalty: 6138.906250
	Iteration 53Q: 3 clusters Score -2.80223e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 235469 members 
Entering Unmasked Estep 
Score: -28022332.000000 Penalty: 6138.906250
	Iteration 54Q: 3 clusters Score -2.802233e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 235496 members 
Entering Unmasked Estep 
Score: -28022328.000000 Penalty: 6138.906250
	Iteration 55Q: 3 clusters Score -2.802233e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 235518 members 
Entering Unmasked Estep 
Score: -28022342.000000 Penalty: 6138.906250
	Iteration 56Q: 3 clusters Score -2.802234e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 235538 members 
Entering Unmasked Estep 
Score: -28022322.000000 Penalty: 6138.906250
	Iteration 57Q: 3 clusters Score -2.802232e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 235551 members 
Entering Unmasked Estep 
Score: -28022336.000000 Penalty: 6138.906250
	Iteration 58Q: 3 clusters Score -2.802234e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 235560 members 
Entering Unmasked Estep 
Score: -28022358.000000 Penalty: 6138.906250
	Iteration 59Q: 3 clusters Score -2.802236e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 235572 members 
Entering Unmasked Estep 
Score: -28022386.000000 Penalty: 6138.906250
	Iteration 60F: 3 clusters Score -2.802239e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 235588 members 
Entering Unmasked Estep 
Score: -28022400.000000 Penalty: 6138.906250
	Iteration 61Q: 3 clusters Score -2.80224e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 235592 members 
Entering Unmasked Estep 
Score: -28022424.000000 Penalty: 6138.906250
	Iteration 62Q: 3 clusters Score -2.802242e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 235604 members 
Entering Unmasked Estep 
Score: -28022432.000000 Penalty: 6138.906250
	Iteration 63Q: 3 clusters Score -2.802243e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 235611 members 
Entering Unmasked Estep 
Score: -28022412.000000 Penalty: 6138.906250
	Iteration 64Q: 3 clusters Score -2.802241e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 235617 members 
Entering Unmasked Estep 
Score: -28022414.000000 Penalty: 6138.906250
	Iteration 65Q: 3 clusters Score -2.802241e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 235622 members 
Entering Unmasked Estep 
Score: -28022444.000000 Penalty: 6138.906250
	Iteration 66Q: 3 clusters Score -2.802244e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 235628 members 
Entering Unmasked Estep 
Score: -28022408.000000 Penalty: 6138.906250
	Iteration 67Q: 3 clusters Score -2.802241e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 235629 members 
Entering Unmasked Estep 
Score: -28022402.000000 Penalty: 6138.906250
	Iteration 68Q: 3 clusters Score -2.80224e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 235630 members 
Entering Unmasked Estep 
Score: -28022416.000000 Penalty: 6138.906250
	Iteration 69Q: 3 clusters Score -2.802242e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 235630 members 
Entering Unmasked Estep 
Score: -28022416.000000 Penalty: 6138.906250
	Iteration 70F: 3 clusters Score -2.802242e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 953 members 
Mstep: Class 3 contains 212682 members 
Mstep: Class 4 contains 12567 members 
Mstep: Class 5 contains 92058 members 
Mstep: Class 6 contains 15750 members 
Mstep: Class 7 contains 11336 members 
Mstep: Class 8 contains 19963 members 
Mstep: Class 9 contains 7571 members 
Mstep: Class 10 contains 43492 members 
Mstep: Class 11 contains 7830 members 
Mstep: Class 12 contains 36685 members 
Mstep: Class 13 contains 5034 members 
Mstep: Class 14 contains 3649 members 
Mstep: Class 15 contains 9076 members 
Mstep: Class 16 contains 30034 members 
Mstep: Class 17 contains 10232 members 
Mstep: Class 18 contains 1181 members 
Mstep: Class 19 contains 27119 members 
Mstep: Class 20 contains 118921 members 
Mstep: Class 21 contains 75524 members 
Mstep: Class 22 contains 1519 members 
Mstep: Class 23 contains 1387 members 
Mstep: Class 24 contains 229013 members 
Mstep: Class 25 contains 1399 members 
Mstep: Class 26 contains 4144 members 
Mstep: Class 27 contains 72028 members 
Mstep: Class 28 contains 25715 members 
Mstep: Class 29 contains 3962 members 
Mstep: Class 30 contains 11162 members 
Mstep: Class 31 contains 3899 members 
Mstep: Class 32 contains 1978 members 
Mstep: Class 33 contains 4579 members 
Mstep: Class 34 contains 237240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155647280.000000 Penalty: 122589.179688
Iteration 79Q: 36 clusters Score -1.556473e+08 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 954 members 
Mstep: Class 3 contains 212747 members 
Mstep: Class 4 contains 12565 members 
Mstep: Class 5 contains 91758 members 
Mstep: Class 6 contains 15758 members 
Mstep: Class 7 contains 11336 members 
Mstep: Class 8 contains 19993 members 
Mstep: Class 9 contains 7429 members 
Mstep: Class 10 contains 43492 members 
Mstep: Class 11 contains 7934 members 
Mstep: Class 12 contains 36705 members 
Mstep: Class 13 contains 5039 members 
Mstep: Class 14 contains 3650 members 
Mstep: Class 15 contains 9076 members 
Mstep: Class 16 contains 30130 members 
Mstep: Class 17 contains 10238 members 
Mstep: Class 18 contains 1181 members 
Mstep: Class 19 contains 27528 members 
Mstep: Class 20 contains 118918 members 
Mstep: Class 21 contains 75545 members 
Mstep: Class 22 contains 1518 members 
Mstep: Class 23 contains 1385 members 
Mstep: Class 24 contains 228991 members 
Mstep: Class 25 contains 1428 members 
Mstep: Class 26 contains 4232 members 
Mstep: Class 27 contains 72007 members 
Mstep: Class 28 contains 25713 members 
Mstep: Class 29 contains 4102 members 
Mstep: Class 30 contains 10877 members 
Mstep: Class 31 contains 3920 members 
Mstep: Class 32 contains 1981 members 
Mstep: Class 33 contains 4615 members 
Mstep: Class 34 contains 237271 members 
Mstep: Class 35 contains 16893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155648288.000000 Penalty: 122589.179688
Iteration 80F: 36 clusters Score -1.556483e+08 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 954 members 
Mstep: Class 3 contains 212807 members 
Mstep: Class 4 contains 12566 members 
Mstep: Class 5 contains 91448 members 
Mstep: Class 6 contains 15771 members 
Mstep: Class 7 contains 11337 members 
Mstep: Class 8 contains 20019 members 
Mstep: Class 9 contains 7370 members 
Mstep: Class 10 contains 43490 members 
Mstep: Class 11 contains 7942 members 
Mstep: Class 12 contains 36712 members 
Mstep: Class 13 contains 5043 members 
Mstep: Class 14 contains 3654 members 
Mstep: Class 15 contains 9076 members 
Mstep: Class 16 contains 30160 members 
Mstep: Class 17 contains 10246 members 
Mstep: Class 18 contains 1181 members 
Mstep: Class 19 contains 27973 members 
Mstep: Class 20 contains 118913 members 
Mstep: Class 21 contains 75557 members 
Mstep: Class 22 contains 1518 members 
Mstep: Class 23 contains 1376 members 
Mstep: Class 24 contains 228977 members 
Mstep: Class 25 contains 1420 members 
Mstep: Class 26 contains 4205 members 
Mstep: Class 27 contains 71994 members 
Mstep: Class 28 contains 25708 members 
Mstep: Class 29 contains 4114 members 
Mstep: Class 30 contains 10572 members 
Mstep: Class 31 contains 3873 members 
Mstep: Class 32 contains 1976 members 
Mstep: Class 33 contains 4649 members 
Mstep: Class 34 contains 237309 members 
Mstep: Class 35 contains 16998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155648528.000000 Penalty: 122589.179688
Iteration 81Q: 36 clusters Score -1.556485e+08 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 954 members 
Mstep: Class 3 contains 212868 members 
Mstep: Class 4 contains 12565 members 
Mstep: Class 5 contains 91163 members 
Mstep: Class 6 contains 15784 members 
Mstep: Class 7 contains 11337 members 
Mstep: Class 8 contains 20027 members 
Mstep: Class 9 contains 7333 members 
Mstep: Class 10 contains 43477 members 
Mstep: Class 11 contains 7939 members 
Mstep: Class 12 contains 36721 members 
Mstep: Class 13 contains 5052 members 
Mstep: Class 14 contains 3653 members 
Mstep: Class 15 contains 9081 members 
Mstep: Class 16 contains 30195 members 
Mstep: Class 17 contains 10245 members 
Mstep: Class 18 contains 1181 members 
Mstep: Class 19 contains 28407 members 
Mstep: Class 20 contains 118907 members 
Mstep: Class 21 contains 75578 members 
Mstep: Class 22 contains 1517 members 
Mstep: Class 23 contains 1373 members 
Mstep: Class 24 contains 228965 members 
Mstep: Class 25 contains 1410 members 
Mstep: Class 26 contains 4207 members 
Mstep: Class 27 contains 71989 members 
Mstep: Class 28 contains 25700 members 
Mstep: Class 29 contains 4123 members 
Mstep: Class 30 contains 10293 members 
Mstep: Class 31 contains 3854 members 
Mstep: Class 32 contains 1981 members 
Mstep: Class 33 contains 4686 members 
Mstep: Class 34 contains 237323 members 
Mstep: Class 35 contains 17019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155649040.000000 Penalty: 122589.179688
Iteration 82Q: 36 clusters Score -1.55649e+08 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 954 members 
Mstep: Class 3 contains 212912 members 
Mstep: Class 4 contains 12558 members 
Mstep: Class 5 contains 90883 members 
Mstep: Class 6 contains 15790 members 
Mstep: Class 7 contains 11337 members 
Mstep: Class 8 contains 20055 members 
Mstep: Class 9 contains 7300 members 
Mstep: Class 10 contains 43465 members 
Mstep: Class 11 contains 7947 members 
Mstep: Class 12 contains 36737 members 
Mstep: Class 13 contains 5055 members 
Mstep: Class 14 contains 3654 members 
Mstep: Class 15 contains 9085 members 
Mstep: Class 16 contains 30228 members 
Mstep: Class 17 contains 10237 members 
Mstep: Class 18 contains 1181 members 
Mstep: Class 19 contains 28851 members 
Mstep: Class 20 contains 118903 members 
Mstep: Class 21 contains 75592 members 
Mstep: Class 22 contains 1516 members 
Mstep: Class 23 contains 1369 members 
Mstep: Class 24 contains 228959 members 
Mstep: Class 25 contains 1403 members 
Mstep: Class 26 contains 4207 members 
Mstep: Class 27 contains 71972 members 
Mstep: Class 28 contains 25696 members 
Mstep: Class 29 contains 4125 members 
Mstep: Class 30 contains 10014 members 
Mstep: Class 31 contains 3842 members 
Mstep: Class 32 contains 1984 members 
Mstep: Class 33 contains 4717 members 
Mstep: Class 34 contains 237349 members 
Mstep: Class 35 contains 17029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155649344.000000 Penalty: 122589.179688
Iteration 83Q: 36 clusters Score -1.556493e+08 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 955 members 
Mstep: Class 3 contains 212978 members 
Mstep: Class 4 contains 12557 members 
Mstep: Class 5 contains 90606 members 
Mstep: Class 6 contains 15794 members 
Mstep: Class 7 contains 11337 members 
Mstep: Class 8 contains 20075 members 
Mstep: Class 9 contains 7274 members 
Mstep: Class 10 contains 43449 members 
Mstep: Class 11 contains 7956 members 
Mstep: Class 12 contains 36745 members 
Mstep: Class 13 contains 5056 members 
Mstep: Class 14 contains 3662 members 
Mstep: Class 15 contains 9089 members 
Mstep: Class 16 contains 30245 members 
Mstep: Class 17 contains 10235 members 
Mstep: Class 18 contains 1181 members 
Mstep: Class 19 contains 29275 members 
Mstep: Class 20 contains 118916 members 
Mstep: Class 21 contains 75604 members 
Mstep: Class 22 contains 1515 members 
Mstep: Class 23 contains 1366 members 
Mstep: Class 24 contains 228952 members 
Mstep: Class 25 contains 1399 members 
Mstep: Class 26 contains 4208 members 
Mstep: Class 27 contains 71965 members 
Mstep: Class 28 contains 25694 members 
Mstep: Class 29 contains 4127 members 
Mstep: Class 30 contains 9708 members 
Mstep: Class 31 contains 3838 members 
Mstep: Class 32 contains 1988 members 
Mstep: Class 33 contains 4754 members 
Mstep: Class 34 contains 237369 members 
Mstep: Class 35 contains 17034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155649696.000000 Penalty: 122589.179688
Iteration 84Q: 36 clusters Score -1.556497e+08 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 956 members 
Mstep: Class 3 contains 213024 members 
Mstep: Class 4 contains 12552 members 
Mstep: Class 5 contains 90325 members 
Mstep: Class 6 contains 15802 members 
Mstep: Class 7 contains 11338 members 
Mstep: Class 8 contains 20080 members 
Mstep: Class 9 contains 7261 members 
Mstep: Class 10 contains 43436 members 
Mstep: Class 11 contains 7969 members 
Mstep: Class 12 contains 36753 members 
Mstep: Class 13 contains 5056 members 
Mstep: Class 14 contains 3669 members 
Mstep: Class 15 contains 9099 members 
Mstep: Class 16 contains 30251 members 
Mstep: Class 17 contains 10231 members 
Mstep: Class 18 contains 1181 members 
Mstep: Class 19 contains 29715 members 
Mstep: Class 20 contains 118924 members 
Mstep: Class 21 contains 75618 members 
Mstep: Class 22 contains 1515 members 
Mstep: Class 23 contains 1364 members 
Mstep: Class 24 contains 228944 members 
Mstep: Class 25 contains 1399 members 
Mstep: Class 26 contains 4202 members 
Mstep: Class 27 contains 71959 members 
Mstep: Class 28 contains 25691 members 
Mstep: Class 29 contains 4131 members 
Mstep: Class 30 contains 9437 members 
Mstep: Class 31 contains 3837 members 
Mstep: Class 32 contains 1988 members 
Mstep: Class 33 contains 4781 members 
Mstep: Class 34 contains 237386 members 
Mstep: Class 35 contains 17033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155649984.000000 Penalty: 122589.179688
Iteration 85Q: 36 clusters Score -1.5565e+08 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 955 members 
Mstep: Class 3 contains 213073 members 
Mstep: Class 4 contains 12550 members 
Mstep: Class 5 contains 90029 members 
Mstep: Class 6 contains 15807 members 
Mstep: Class 7 contains 11338 members 
Mstep: Class 8 contains 20090 members 
Mstep: Class 9 contains 7252 members 
Mstep: Class 10 contains 43427 members 
Mstep: Class 11 contains 7976 members 
Mstep: Class 12 contains 36767 members 
Mstep: Class 13 contains 5056 members 
Mstep: Class 14 contains 3669 members 
Mstep: Class 15 contains 9100 members 
Mstep: Class 16 contains 30263 members 
Mstep: Class 17 contains 10226 members 
Mstep: Class 18 contains 1181 members 
Mstep: Class 19 contains 30160 members 
Mstep: Class 20 contains 118926 members 
Mstep: Class 21 contains 75634 members 
Mstep: Class 22 contains 1515 members 
Mstep: Class 23 contains 1364 members 
Mstep: Class 24 contains 228939 members 
Mstep: Class 25 contains 1401 members 
Mstep: Class 26 contains 4202 members 
Mstep: Class 27 contains 71949 members 
Mstep: Class 28 contains 25688 members 
Mstep: Class 29 contains 4132 members 
Mstep: Class 30 contains 9172 members 
Mstep: Class 31 contains 3833 members 
Mstep: Class 32 contains 1989 members 
Mstep: Class 33 contains 4811 members 
Mstep: Class 34 contains 237408 members 
Mstep: Class 35 contains 17024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155650304.000000 Penalty: 122589.179688
Iteration 86Q: 36 clusters Score -1.556503e+08 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 955 members 
Mstep: Class 3 contains 213116 members 
Mstep: Class 4 contains 12547 members 
Mstep: Class 5 contains 89759 members 
Mstep: Class 6 contains 15807 members 
Mstep: Class 7 contains 11338 members 
Mstep: Class 8 contains 20105 members 
Mstep: Class 9 contains 7253 members 
Mstep: Class 10 contains 43421 members 
Mstep: Class 11 contains 7980 members 
Mstep: Class 12 contains 36771 members 
Mstep: Class 13 contains 5049 members 
Mstep: Class 14 contains 3675 members 
Mstep: Class 15 contains 9099 members 
Mstep: Class 16 contains 30264 members 
Mstep: Class 17 contains 10224 members 
Mstep: Class 18 contains 1181 members 
Mstep: Class 19 contains 30570 members 
Mstep: Class 20 contains 118937 members 
Mstep: Class 21 contains 75645 members 
Mstep: Class 22 contains 1516 members 
Mstep: Class 23 contains 1365 members 
Mstep: Class 24 contains 228944 members 
Mstep: Class 25 contains 1399 members 
Mstep: Class 26 contains 4203 members 
Mstep: Class 27 contains 71933 members 
Mstep: Class 28 contains 25688 members 
Mstep: Class 29 contains 4131 members 
Mstep: Class 30 contains 8922 members 
Mstep: Class 31 contains 3828 members 
Mstep: Class 32 contains 1991 members 
Mstep: Class 33 contains 4839 members 
Mstep: Class 34 contains 237429 members 
Mstep: Class 35 contains 17024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155650784.000000 Penalty: 122589.179688
Iteration 87Q: 36 clusters Score -1.556508e+08 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 954 members 
Mstep: Class 3 contains 213161 members 
Mstep: Class 4 contains 12545 members 
Mstep: Class 5 contains 89507 members 
Mstep: Class 6 contains 15815 members 
Mstep: Class 7 contains 11339 members 
Mstep: Class 8 contains 20119 members 
Mstep: Class 9 contains 7249 members 
Mstep: Class 10 contains 43407 members 
Mstep: Class 11 contains 7982 members 
Mstep: Class 12 contains 36778 members 
Mstep: Class 13 contains 5045 members 
Mstep: Class 14 contains 3694 members 
Mstep: Class 15 contains 9107 members 
Mstep: Class 16 contains 30271 members 
Mstep: Class 17 contains 10214 members 
Mstep: Class 18 contains 1181 members 
Mstep: Class 19 contains 30967 members 
Mstep: Class 20 contains 118948 members 
Mstep: Class 21 contains 75652 members 
Mstep: Class 22 contains 1516 members 
Mstep: Class 23 contains 1364 members 
Mstep: Class 24 contains 228944 members 
Mstep: Class 25 contains 1398 members 
Mstep: Class 26 contains 4202 members 
Mstep: Class 27 contains 71917 members 
Mstep: Class 28 contains 25687 members 
Mstep: Class 29 contains 4131 members 
Mstep: Class 30 contains 8656 members 
Mstep: Class 31 contains 3823 members 
Mstep: Class 32 contains 1991 members 
Mstep: Class 33 contains 4864 members 
Mstep: Class 34 contains 237455 members 
Mstep: Class 35 contains 17026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155650832.000000 Penalty: 122589.179688
Iteration 88Q: 36 clusters Score -1.556508e+08 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 953 members 
Mstep: Class 3 contains 213194 members 
Mstep: Class 4 contains 12543 members 
Mstep: Class 5 contains 89295 members 
Mstep: Class 6 contains 15825 members 
Mstep: Class 7 contains 11339 members 
Mstep: Class 8 contains 20132 members 
Mstep: Class 9 contains 7247 members 
Mstep: Class 10 contains 43400 members 
Mstep: Class 11 contains 7982 members 
Mstep: Class 12 contains 36783 members 
Mstep: Class 13 contains 5042 members 
Mstep: Class 14 contains 3713 members 
Mstep: Class 15 contains 9113 members 
Mstep: Class 16 contains 30275 members 
Mstep: Class 17 contains 10215 members 
Mstep: Class 18 contains 1181 members 
Mstep: Class 19 contains 31326 members 
Mstep: Class 20 contains 118959 members 
Mstep: Class 21 contains 75662 members 
Mstep: Class 22 contains 1514 members 
Mstep: Class 23 contains 1364 members 
Mstep: Class 24 contains 228935 members 
Mstep: Class 25 contains 1395 members 
Mstep: Class 26 contains 4204 members 
Mstep: Class 27 contains 71884 members 
Mstep: Class 28 contains 25685 members 
Mstep: Class 29 contains 4131 members 
Mstep: Class 30 contains 8403 members 
Mstep: Class 31 contains 3822 members 
Mstep: Class 32 contains 1991 members 
Mstep: Class 33 contains 4890 members 
Mstep: Class 34 contains 237486 members 
Mstep: Class 35 contains 17026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155651104.000000 Penalty: 122589.179688
Iteration 89Q: 36 clusters Score -1.556511e+08 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 953 members 
Mstep: Class 3 contains 213228 members 
Mstep: Class 4 contains 12536 members 
Mstep: Class 5 contains 89104 members 
Mstep: Class 6 contains 15835 members 
Mstep: Class 7 contains 11339 members 
Mstep: Class 8 contains 20144 members 
Mstep: Class 9 contains 7245 members 
Mstep: Class 10 contains 43395 members 
Mstep: Class 11 contains 7985 members 
Mstep: Class 12 contains 36786 members 
Mstep: Class 13 contains 5040 members 
Mstep: Class 14 contains 3735 members 
Mstep: Class 15 contains 9116 members 
Mstep: Class 16 contains 30275 members 
Mstep: Class 17 contains 10218 members 
Mstep: Class 18 contains 1181 members 
Mstep: Class 19 contains 31672 members 
Mstep: Class 20 contains 118962 members 
Mstep: Class 21 contains 75672 members 
Mstep: Class 22 contains 1513 members 
Mstep: Class 23 contains 1365 members 
Mstep: Class 24 contains 228927 members 
Mstep: Class 25 contains 1393 members 
Mstep: Class 26 contains 4205 members 
Mstep: Class 27 contains 71843 members 
Mstep: Class 28 contains 25684 members 
Mstep: Class 29 contains 4131 members 
Mstep: Class 30 contains 8171 members 
Mstep: Class 31 contains 3822 members 
Mstep: Class 32 contains 1989 members 
Mstep: Class 33 contains 4898 members 
Mstep: Class 34 contains 237521 members 
Mstep: Class 35 contains 17026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155651408.000000 Penalty: 122589.179688
Iteration 90Q: 36 clusters Score -1.556514e+08 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 954 members 
Mstep: Class 3 contains 213261 members 
Mstep: Class 4 contains 12527 members 
Mstep: Class 5 contains 88915 members 
Mstep: Class 6 contains 15835 members 
Mstep: Class 7 contains 11339 members 
Mstep: Class 8 contains 20158 members 
Mstep: Class 9 contains 7242 members 
Mstep: Class 10 contains 43385 members 
Mstep: Class 11 contains 7986 members 
Mstep: Class 12 contains 36797 members 
Mstep: Class 13 contains 5038 members 
Mstep: Class 14 contains 3764 members 
Mstep: Class 15 contains 9122 members 
Mstep: Class 16 contains 30278 members 
Mstep: Class 17 contains 10218 members 
Mstep: Class 18 contains 1181 members 
Mstep: Class 19 contains 32005 members 
Mstep: Class 20 contains 118957 members 
Mstep: Class 21 contains 75676 members 
Mstep: Class 22 contains 1511 members 
Mstep: Class 23 contains 1364 members 
Mstep: Class 24 contains 228927 members 
Mstep: Class 25 contains 1392 members 
Mstep: Class 26 contains 4205 members 
Mstep: Class 27 contains 71802 members 
Mstep: Class 28 contains 25684 members 
Mstep: Class 29 contains 4131 members 
Mstep: Class 30 contains 7939 members 
Mstep: Class 31 contains 3822 members 
Mstep: Class 32 contains 1989 members 
Mstep: Class 33 contains 4919 members 
Mstep: Class 34 contains 237561 members 
Mstep: Class 35 contains 17026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155651488.000000 Penalty: 122589.179688
Iteration 91Q: 36 clusters Score -1.556515e+08 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 954 members 
Mstep: Class 3 contains 213295 members 
Mstep: Class 4 contains 12520 members 
Mstep: Class 5 contains 88716 members 
Mstep: Class 6 contains 15840 members 
Mstep: Class 7 contains 11339 members 
Mstep: Class 8 contains 20160 members 
Mstep: Class 9 contains 7241 members 
Mstep: Class 10 contains 43371 members 
Mstep: Class 11 contains 7985 members 
Mstep: Class 12 contains 36802 members 
Mstep: Class 13 contains 5039 members 
Mstep: Class 14 contains 3805 members 
Mstep: Class 15 contains 9128 members 
Mstep: Class 16 contains 30279 members 
Mstep: Class 17 contains 10211 members 
Mstep: Class 18 contains 1181 members 
Mstep: Class 19 contains 32317 members 
Mstep: Class 20 contains 118962 members 
Mstep: Class 21 contains 75684 members 
Mstep: Class 22 contains 1512 members 
Mstep: Class 23 contains 1364 members 
Mstep: Class 24 contains 228915 members 
Mstep: Class 25 contains 1391 members 
Mstep: Class 26 contains 4206 members 
Mstep: Class 27 contains 71763 members 
Mstep: Class 28 contains 25682 members 
Mstep: Class 29 contains 4131 members 
Mstep: Class 30 contains 7737 members 
Mstep: Class 31 contains 3822 members 
Mstep: Class 32 contains 1991 members 
Mstep: Class 33 contains 4937 members 
Mstep: Class 34 contains 237604 members 
Mstep: Class 35 contains 17026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155651456.000000 Penalty: 122589.179688
Iteration 92Q: 36 clusters Score -1.556515e+08 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 953 members 
Mstep: Class 3 contains 213318 members 
Mstep: Class 4 contains 12516 members 
Mstep: Class 5 contains 88538 members 
Mstep: Class 6 contains 15842 members 
Mstep: Class 7 contains 11338 members 
Mstep: Class 8 contains 20166 members 
Mstep: Class 9 contains 7239 members 
Mstep: Class 10 contains 43361 members 
Mstep: Class 11 contains 7983 members 
Mstep: Class 12 contains 36809 members 
Mstep: Class 13 contains 5039 members 
Mstep: Class 14 contains 3840 members 
Mstep: Class 15 contains 9131 members 
Mstep: Class 16 contains 30282 members 
Mstep: Class 17 contains 10208 members 
Mstep: Class 18 contains 1181 members 
Mstep: Class 19 contains 32607 members 
Mstep: Class 20 contains 118967 members 
Mstep: Class 21 contains 75699 members 
Mstep: Class 22 contains 1512 members 
Mstep: Class 23 contains 1363 members 
Mstep: Class 24 contains 228911 members 
Mstep: Class 25 contains 1391 members 
Mstep: Class 26 contains 4205 members 
Mstep: Class 27 contains 71721 members 
Mstep: Class 28 contains 25681 members 
Mstep: Class 29 contains 4131 members 
Mstep: Class 30 contains 7525 members 
Mstep: Class 31 contains 3822 members 
Mstep: Class 32 contains 1994 members 
Mstep: Class 33 contains 4962 members 
Mstep: Class 34 contains 237649 members 
Mstep: Class 35 contains 17026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155651520.000000 Penalty: 122589.179688
Iteration 93Q: 36 clusters Score -1.556515e+08 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 953 members 
Mstep: Class 3 contains 213304 members 
Mstep: Class 4 contains 12514 members 
Mstep: Class 5 contains 88376 members 
Mstep: Class 6 contains 15842 members 
Mstep: Class 7 contains 11339 members 
Mstep: Class 8 contains 20164 members 
Mstep: Class 9 contains 7237 members 
Mstep: Class 10 contains 43356 members 
Mstep: Class 11 contains 7981 members 
Mstep: Class 12 contains 36806 members 
Mstep: Class 13 contains 5041 members 
Mstep: Class 14 contains 3889 members 
Mstep: Class 15 contains 9134 members 
Mstep: Class 16 contains 30285 members 
Mstep: Class 17 contains 10202 members 
Mstep: Class 18 contains 1181 members 
Mstep: Class 19 contains 32914 members 
Mstep: Class 20 contains 118984 members 
Mstep: Class 21 contains 75713 members 
Mstep: Class 22 contains 1512 members 
Mstep: Class 23 contains 1362 members 
Mstep: Class 24 contains 228903 members 
Mstep: Class 25 contains 1391 members 
Mstep: Class 26 contains 4205 members 
Mstep: Class 27 contains 71691 members 
Mstep: Class 28 contains 25681 members 
Mstep: Class 29 contains 4132 members 
Mstep: Class 30 contains 7330 members 
Mstep: Class 31 contains 3822 members 
Mstep: Class 32 contains 1992 members 
Mstep: Class 33 contains 4973 members 
Mstep: Class 34 contains 237676 members 
Mstep: Class 35 contains 17025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155651456.000000 Penalty: 122589.179688
Iteration 94Q: 36 clusters Score -1.556515e+08 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 953 members 
Mstep: Class 3 contains 213284 members 
Mstep: Class 4 contains 12509 members 
Mstep: Class 5 contains 88218 members 
Mstep: Class 6 contains 15848 members 
Mstep: Class 7 contains 11339 members 
Mstep: Class 8 contains 20168 members 
Mstep: Class 9 contains 7236 members 
Mstep: Class 10 contains 43347 members 
Mstep: Class 11 contains 7980 members 
Mstep: Class 12 contains 36802 members 
Mstep: Class 13 contains 5041 members 
Mstep: Class 14 contains 3930 members 
Mstep: Class 15 contains 9141 members 
Mstep: Class 16 contains 30288 members 
Mstep: Class 17 contains 10203 members 
Mstep: Class 18 contains 1181 members 
Mstep: Class 19 contains 33182 members 
Mstep: Class 20 contains 118995 members 
Mstep: Class 21 contains 75715 members 
Mstep: Class 22 contains 1512 members 
Mstep: Class 23 contains 1361 members 
Mstep: Class 24 contains 228899 members 
Mstep: Class 25 contains 1390 members 
Mstep: Class 26 contains 4203 members 
Mstep: Class 27 contains 71657 members 
Mstep: Class 28 contains 25682 members 
Mstep: Class 29 contains 4134 members 
Mstep: Class 30 contains 7178 members 
Mstep: Class 31 contains 3822 members 
Mstep: Class 32 contains 1996 members 
Mstep: Class 33 contains 4987 members 
Mstep: Class 34 contains 237705 members 
Mstep: Class 35 contains 17024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155651904.000000 Penalty: 122589.179688
Iteration 95Q: 36 clusters Score -1.556519e+08 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 953 members 
Mstep: Class 3 contains 213291 members 
Mstep: Class 4 contains 12508 members 
Mstep: Class 5 contains 88058 members 
Mstep: Class 6 contains 15856 members 
Mstep: Class 7 contains 11340 members 
Mstep: Class 8 contains 20172 members 
Mstep: Class 9 contains 7236 members 
Mstep: Class 10 contains 43341 members 
Mstep: Class 11 contains 7979 members 
Mstep: Class 12 contains 36803 members 
Mstep: Class 13 contains 5042 members 
Mstep: Class 14 contains 3964 members 
Mstep: Class 15 contains 9143 members 
Mstep: Class 16 contains 30292 members 
Mstep: Class 17 contains 10200 members 
Mstep: Class 18 contains 1181 members 
Mstep: Class 19 contains 33416 members 
Mstep: Class 20 contains 119006 members 
Mstep: Class 21 contains 75716 members 
Mstep: Class 22 contains 1512 members 
Mstep: Class 23 contains 1362 members 
Mstep: Class 24 contains 228882 members 
Mstep: Class 25 contains 1389 members 
Mstep: Class 26 contains 4201 members 
Mstep: Class 27 contains 71629 members 
Mstep: Class 28 contains 25679 members 
Mstep: Class 29 contains 4133 members 
Mstep: Class 30 contains 7051 members 
Mstep: Class 31 contains 3822 members 
Mstep: Class 32 contains 1996 members 
Mstep: Class 33 contains 5001 members 
Mstep: Class 34 contains 237731 members 
Mstep: Class 35 contains 17025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155652112.000000 Penalty: 122589.179688
Iteration 96Q: 36 clusters Score -1.556521e+08 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 953 members 
Mstep: Class 3 contains 213282 members 
Mstep: Class 4 contains 12505 members 
Mstep: Class 5 contains 87908 members 
Mstep: Class 6 contains 15861 members 
Mstep: Class 7 contains 11340 members 
Mstep: Class 8 contains 20173 members 
Mstep: Class 9 contains 7237 members 
Mstep: Class 10 contains 43334 members 
Mstep: Class 11 contains 7976 members 
Mstep: Class 12 contains 36810 members 
Mstep: Class 13 contains 5041 members 
Mstep: Class 14 contains 3995 members 
Mstep: Class 15 contains 9145 members 
Mstep: Class 16 contains 30294 members 
Mstep: Class 17 contains 10201 members 
Mstep: Class 18 contains 1181 members 
Mstep: Class 19 contains 33632 members 
Mstep: Class 20 contains 119018 members 
Mstep: Class 21 contains 75723 members 
Mstep: Class 22 contains 1512 members 
Mstep: Class 23 contains 1360 members 
Mstep: Class 24 contains 228866 members 
Mstep: Class 25 contains 1389 members 
Mstep: Class 26 contains 4200 members 
Mstep: Class 27 contains 71591 members 
Mstep: Class 28 contains 25680 members 
Mstep: Class 29 contains 4134 members 
Mstep: Class 30 contains 6951 members 
Mstep: Class 31 contains 3822 members 
Mstep: Class 32 contains 1996 members 
Mstep: Class 33 contains 5006 members 
Mstep: Class 34 contains 237769 members 
Mstep: Class 35 contains 17025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155651936.000000 Penalty: 122589.179688
Iteration 97Q: 36 clusters Score -1.556519e+08 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 952 members 
Mstep: Class 3 contains 213268 members 
Mstep: Class 4 contains 12504 members 
Mstep: Class 5 contains 87769 members 
Mstep: Class 6 contains 15867 members 
Mstep: Class 7 contains 11340 members 
Mstep: Class 8 contains 20178 members 
Mstep: Class 9 contains 7236 members 
Mstep: Class 10 contains 43332 members 
Mstep: Class 11 contains 7975 members 
Mstep: Class 12 contains 36815 members 
Mstep: Class 13 contains 5039 members 
Mstep: Class 14 contains 4018 members 
Mstep: Class 15 contains 9153 members 
Mstep: Class 16 contains 30297 members 
Mstep: Class 17 contains 10206 members 
Mstep: Class 18 contains 1181 members 
Mstep: Class 19 contains 33822 members 
Mstep: Class 20 contains 119026 members 
Mstep: Class 21 contains 75731 members 
Mstep: Class 22 contains 1512 members 
Mstep: Class 23 contains 1357 members 
Mstep: Class 24 contains 228854 members 
Mstep: Class 25 contains 1389 members 
Mstep: Class 26 contains 4201 members 
Mstep: Class 27 contains 71557 members 
Mstep: Class 28 contains 25682 members 
Mstep: Class 29 contains 4133 members 
Mstep: Class 30 contains 6877 members 
Mstep: Class 31 contains 3823 members 
Mstep: Class 32 contains 1999 members 
Mstep: Class 33 contains 4998 members 
Mstep: Class 34 contains 237793 members 
Mstep: Class 35 contains 17025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155651904.000000 Penalty: 122589.179688
Iteration 98Q: 36 clusters Score -1.556519e+08 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 952 members 
Mstep: Class 3 contains 213234 members 
Mstep: Class 4 contains 12504 members 
Mstep: Class 5 contains 87664 members 
Mstep: Class 6 contains 15870 members 
Mstep: Class 7 contains 11340 members 
Mstep: Class 8 contains 20178 members 
Mstep: Class 9 contains 7235 members 
Mstep: Class 10 contains 43326 members 
Mstep: Class 11 contains 7973 members 
Mstep: Class 12 contains 36814 members 
Mstep: Class 13 contains 5039 members 
Mstep: Class 14 contains 4042 members 
Mstep: Class 15 contains 9156 members 
Mstep: Class 16 contains 30297 members 
Mstep: Class 17 contains 10211 members 
Mstep: Class 18 contains 1181 members 
Mstep: Class 19 contains 33987 members 
Mstep: Class 20 contains 119035 members 
Mstep: Class 21 contains 75734 members 
Mstep: Class 22 contains 1512 members 
Mstep: Class 23 contains 1355 members 
Mstep: Class 24 contains 228848 members 
Mstep: Class 25 contains 1389 members 
Mstep: Class 26 contains 4201 members 
Mstep: Class 27 contains 71519 members 
Mstep: Class 28 contains 25683 members 
Mstep: Class 29 contains 4134 members 
Mstep: Class 30 contains 6832 members 
Mstep: Class 31 contains 3823 members 
Mstep: Class 32 contains 2001 members 
Mstep: Class 33 contains 5008 members 
Mstep: Class 34 contains 237807 members 
Mstep: Class 35 contains 17025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155652336.000000 Penalty: 122589.179688
Iteration 99Q: 36 clusters Score -1.556523e+08 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 952 members 
Mstep: Class 3 contains 213222 members 
Mstep: Class 4 contains 12503 members 
Mstep: Class 5 contains 87557 members 
Mstep: Class 6 contains 15873 members 
Mstep: Class 7 contains 11340 members 
Mstep: Class 8 contains 20185 members 
Mstep: Class 9 contains 7235 members 
Mstep: Class 10 contains 43323 members 
Mstep: Class 11 contains 7972 members 
Mstep: Class 12 contains 36816 members 
Mstep: Class 13 contains 5040 members 
Mstep: Class 14 contains 4060 members 
Mstep: Class 15 contains 9157 members 
Mstep: Class 16 contains 30298 members 
Mstep: Class 17 contains 10212 members 
Mstep: Class 18 contains 1181 members 
Mstep: Class 19 contains 34131 members 
Mstep: Class 20 contains 119037 members 
Mstep: Class 21 contains 75739 members 
Mstep: Class 22 contains 1512 members 
Mstep: Class 23 contains 1355 members 
Mstep: Class 24 contains 228838 members 
Mstep: Class 25 contains 1389 members 
Mstep: Class 26 contains 4200 members 
Mstep: Class 27 contains 71497 members 
Mstep: Class 28 contains 25681 members 
Mstep: Class 29 contains 4135 members 
Mstep: Class 30 contains 6780 members 
Mstep: Class 31 contains 3823 members 
Mstep: Class 32 contains 2002 members 
Mstep: Class 33 contains 5015 members 
Mstep: Class 34 contains 237824 members 
Mstep: Class 35 contains 17025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155652400.000000 Penalty: 122589.179688
Iteration 100F: 36 clusters Score -1.556524e+08 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 952 members 
Mstep: Class 3 contains 213215 members 
Mstep: Class 4 contains 12499 members 
Mstep: Class 5 contains 87455 members 
Mstep: Class 6 contains 15878 members 
Mstep: Class 7 contains 11340 members 
Mstep: Class 8 contains 20189 members 
Mstep: Class 9 contains 7234 members 
Mstep: Class 10 contains 43317 members 
Mstep: Class 11 contains 7972 members 
Mstep: Class 12 contains 36815 members 
Mstep: Class 13 contains 5043 members 
Mstep: Class 14 contains 4075 members 
Mstep: Class 15 contains 9157 members 
Mstep: Class 16 contains 30299 members 
Mstep: Class 17 contains 10221 members 
Mstep: Class 18 contains 1181 members 
Mstep: Class 19 contains 34274 members 
Mstep: Class 20 contains 119041 members 
Mstep: Class 21 contains 75744 members 
Mstep: Class 22 contains 1512 members 
Mstep: Class 23 contains 1355 members 
Mstep: Class 24 contains 228831 members 
Mstep: Class 25 contains 1389 members 
Mstep: Class 26 contains 4200 members 
Mstep: Class 27 contains 71473 members 
Mstep: Class 28 contains 25677 members 
Mstep: Class 29 contains 4135 members 
Mstep: Class 30 contains 6732 members 
Mstep: Class 31 contains 3823 members 
Mstep: Class 32 contains 2003 members 
Mstep: Class 33 contains 5021 members 
Mstep: Class 34 contains 237832 members 
Mstep: Class 35 contains 17025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155652560.000000 Penalty: 122589.179688
Iteration 101Q: 36 clusters Score -1.556526e+08 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 952 members 
Mstep: Class 3 contains 213211 members 
Mstep: Class 4 contains 12498 members 
Mstep: Class 5 contains 87367 members 
Mstep: Class 6 contains 15885 members 
Mstep: Class 7 contains 11340 members 
Mstep: Class 8 contains 20195 members 
Mstep: Class 9 contains 7234 members 
Mstep: Class 10 contains 43314 members 
Mstep: Class 11 contains 7972 members 
Mstep: Class 12 contains 36821 members 
Mstep: Class 13 contains 5042 members 
Mstep: Class 14 contains 4083 members 
Mstep: Class 15 contains 9157 members 
Mstep: Class 16 contains 30299 members 
Mstep: Class 17 contains 10224 members 
Mstep: Class 18 contains 1181 members 
Mstep: Class 19 contains 34391 members 
Mstep: Class 20 contains 119040 members 
Mstep: Class 21 contains 75750 members 
Mstep: Class 22 contains 1512 members 
Mstep: Class 23 contains 1356 members 
Mstep: Class 24 contains 228825 members 
Mstep: Class 25 contains 1389 members 
Mstep: Class 26 contains 4199 members 
Mstep: Class 27 contains 71459 members 
Mstep: Class 28 contains 25673 members 
Mstep: Class 29 contains 4135 members 
Mstep: Class 30 contains 6684 members 
Mstep: Class 31 contains 3823 members 
Mstep: Class 32 contains 2004 members 
Mstep: Class 33 contains 5034 members 
Mstep: Class 34 contains 237835 members 
Mstep: Class 35 contains 17025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155652496.000000 Penalty: 122589.179688
Iteration 102Q: 36 clusters Score -1.556525e+08 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 952 members 
Mstep: Class 3 contains 213194 members 
Mstep: Class 4 contains 12495 members 
Mstep: Class 5 contains 87283 members 
Mstep: Class 6 contains 15894 members 
Mstep: Class 7 contains 11340 members 
Mstep: Class 8 contains 20194 members 
Mstep: Class 9 contains 7234 members 
Mstep: Class 10 contains 43312 members 
Mstep: Class 11 contains 7971 members 
Mstep: Class 12 contains 36818 members 
Mstep: Class 13 contains 5041 members 
Mstep: Class 14 contains 4086 members 
Mstep: Class 15 contains 9157 members 
Mstep: Class 16 contains 30299 members 
Mstep: Class 17 contains 10229 members 
Mstep: Class 18 contains 1181 members 
Mstep: Class 19 contains 34511 members 
Mstep: Class 20 contains 119046 members 
Mstep: Class 21 contains 75755 members 
Mstep: Class 22 contains 1512 members 
Mstep: Class 23 contains 1355 members 
Mstep: Class 24 contains 228812 members 
Mstep: Class 25 contains 1389 members 
Mstep: Class 26 contains 4199 members 
Mstep: Class 27 contains 71451 members 
Mstep: Class 28 contains 25668 members 
Mstep: Class 29 contains 4135 members 
Mstep: Class 30 contains 6656 members 
Mstep: Class 31 contains 3823 members 
Mstep: Class 32 contains 2006 members 
Mstep: Class 33 contains 5041 members 
Mstep: Class 34 contains 237845 members 
Mstep: Class 35 contains 17025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155652816.000000 Penalty: 122589.179688
Iteration 103Q: 36 clusters Score -1.556528e+08 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 952 members 
Mstep: Class 3 contains 213181 members 
Mstep: Class 4 contains 12492 members 
Mstep: Class 5 contains 87225 members 
Mstep: Class 6 contains 15902 members 
Mstep: Class 7 contains 11340 members 
Mstep: Class 8 contains 20193 members 
Mstep: Class 9 contains 7234 members 
Mstep: Class 10 contains 43312 members 
Mstep: Class 11 contains 7970 members 
Mstep: Class 12 contains 36817 members 
Mstep: Class 13 contains 5039 members 
Mstep: Class 14 contains 4091 members 
Mstep: Class 15 contains 9158 members 
Mstep: Class 16 contains 30300 members 
Mstep: Class 17 contains 10228 members 
Mstep: Class 18 contains 1181 members 
Mstep: Class 19 contains 34586 members 
Mstep: Class 20 contains 119045 members 
Mstep: Class 21 contains 75760 members 
Mstep: Class 22 contains 1513 members 
Mstep: Class 23 contains 1355 members 
Mstep: Class 24 contains 228815 members 
Mstep: Class 25 contains 1389 members 
Mstep: Class 26 contains 4197 members 
Mstep: Class 27 contains 71439 members 
Mstep: Class 28 contains 25660 members 
Mstep: Class 29 contains 4135 members 
Mstep: Class 30 contains 6640 members 
Mstep: Class 31 contains 3823 members 
Mstep: Class 32 contains 2008 members 
Mstep: Class 33 contains 5051 members 
Mstep: Class 34 contains 237853 members 
Mstep: Class 35 contains 17025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155652896.000000 Penalty: 122589.179688
Iteration 104Q: 36 clusters Score -1.556529e+08 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 952 members 
Mstep: Class 3 contains 213182 members 
Mstep: Class 4 contains 12489 members 
Mstep: Class 5 contains 87157 members 
Mstep: Class 6 contains 15912 members 
Mstep: Class 7 contains 11340 members 
Mstep: Class 8 contains 20192 members 
Mstep: Class 9 contains 7234 members 
Mstep: Class 10 contains 43305 members 
Mstep: Class 11 contains 7968 members 
Mstep: Class 12 contains 36815 members 
Mstep: Class 13 contains 5036 members 
Mstep: Class 14 contains 4093 members 
Mstep: Class 15 contains 9157 members 
Mstep: Class 16 contains 30300 members 
Mstep: Class 17 contains 10230 members 
Mstep: Class 18 contains 1181 members 
Mstep: Class 19 contains 34672 members 
Mstep: Class 20 contains 119047 members 
Mstep: Class 21 contains 75766 members 
Mstep: Class 22 contains 1513 members 
Mstep: Class 23 contains 1355 members 
Mstep: Class 24 contains 228809 members 
Mstep: Class 25 contains 1389 members 
Mstep: Class 26 contains 4197 members 
Mstep: Class 27 contains 71435 members 
Mstep: Class 28 contains 25651 members 
Mstep: Class 29 contains 4135 members 
Mstep: Class 30 contains 6628 members 
Mstep: Class 31 contains 3823 members 
Mstep: Class 32 contains 2009 members 
Mstep: Class 33 contains 5057 members 
Mstep: Class 34 contains 237855 members 
Mstep: Class 35 contains 17025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155652720.000000 Penalty: 122589.179688
Iteration 105Q: 36 clusters Score -1.556527e+08 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 952 members 
Mstep: Class 3 contains 213187 members 
Mstep: Class 4 contains 12487 members 
Mstep: Class 5 contains 87107 members 
Mstep: Class 6 contains 15918 members 
Mstep: Class 7 contains 11340 members 
Mstep: Class 8 contains 20194 members 
Mstep: Class 9 contains 7235 members 
Mstep: Class 10 contains 43302 members 
Mstep: Class 11 contains 7965 members 
Mstep: Class 12 contains 36818 members 
Mstep: Class 13 contains 5033 members 
Mstep: Class 14 contains 4092 members 
Mstep: Class 15 contains 9158 members 
Mstep: Class 16 contains 30301 members 
Mstep: Class 17 contains 10231 members 
Mstep: Class 18 contains 1181 members 
Mstep: Class 19 contains 34741 members 
Mstep: Class 20 contains 119049 members 
Mstep: Class 21 contains 75771 members 
Mstep: Class 22 contains 1513 members 
Mstep: Class 23 contains 1355 members 
Mstep: Class 24 contains 228805 members 
Mstep: Class 25 contains 1389 members 
Mstep: Class 26 contains 4193 members 
Mstep: Class 27 contains 71424 members 
Mstep: Class 28 contains 25641 members 
Mstep: Class 29 contains 4136 members 
Mstep: Class 30 contains 6604 members 
Mstep: Class 31 contains 3823 members 
Mstep: Class 32 contains 2011 members 
Mstep: Class 33 contains 5060 members 
Mstep: Class 34 contains 237867 members 
Mstep: Class 35 contains 17026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155652848.000000 Penalty: 122589.179688
Iteration 106Q: 36 clusters Score -1.556528e+08 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 952 members 
Mstep: Class 3 contains 213194 members 
Mstep: Class 4 contains 12488 members 
Mstep: Class 5 contains 87063 members 
Mstep: Class 6 contains 15920 members 
Mstep: Class 7 contains 11340 members 
Mstep: Class 8 contains 20193 members 
Mstep: Class 9 contains 7234 members 
Mstep: Class 10 contains 43299 members 
Mstep: Class 11 contains 7965 members 
Mstep: Class 12 contains 36818 members 
Mstep: Class 13 contains 5033 members 
Mstep: Class 14 contains 4091 members 
Mstep: Class 15 contains 9156 members 
Mstep: Class 16 contains 30298 members 
Mstep: Class 17 contains 10232 members 
Mstep: Class 18 contains 1181 members 
Mstep: Class 19 contains 34792 members 
Mstep: Class 20 contains 119050 members 
Mstep: Class 21 contains 75775 members 
Mstep: Class 22 contains 1513 members 
Mstep: Class 23 contains 1356 members 
Mstep: Class 24 contains 228803 members 
Mstep: Class 25 contains 1390 members 
Mstep: Class 26 contains 4196 members 
Mstep: Class 27 contains 71419 members 
Mstep: Class 28 contains 25638 members 
Mstep: Class 29 contains 4136 members 
Mstep: Class 30 contains 6589 members 
Mstep: Class 31 contains 3823 members 
Mstep: Class 32 contains 2012 members 
Mstep: Class 33 contains 5062 members 
Mstep: Class 34 contains 237874 members 
Mstep: Class 35 contains 17024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155652880.000000 Penalty: 122589.179688
Iteration 107Q: 36 clusters Score -1.556529e+08 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 952 members 
Mstep: Class 3 contains 213200 members 
Mstep: Class 4 contains 12487 members 
Mstep: Class 5 contains 87025 members 
Mstep: Class 6 contains 15923 members 
Mstep: Class 7 contains 11340 members 
Mstep: Class 8 contains 20194 members 
Mstep: Class 9 contains 7232 members 
Mstep: Class 10 contains 43297 members 
Mstep: Class 11 contains 7966 members 
Mstep: Class 12 contains 36818 members 
Mstep: Class 13 contains 5032 members 
Mstep: Class 14 contains 4093 members 
Mstep: Class 15 contains 9155 members 
Mstep: Class 16 contains 30298 members 
Mstep: Class 17 contains 10234 members 
Mstep: Class 18 contains 1181 members 
Mstep: Class 19 contains 34835 members 
Mstep: Class 20 contains 119051 members 
Mstep: Class 21 contains 75779 members 
Mstep: Class 22 contains 1513 members 
Mstep: Class 23 contains 1355 members 
Mstep: Class 24 contains 228808 members 
Mstep: Class 25 contains 1389 members 
Mstep: Class 26 contains 4196 members 
Mstep: Class 27 contains 71404 members 
Mstep: Class 28 contains 25633 members 
Mstep: Class 29 contains 4137 members 
Mstep: Class 30 contains 6577 members 
Mstep: Class 31 contains 3823 members 
Mstep: Class 32 contains 2013 members 
Mstep: Class 33 contains 5066 members 
Mstep: Class 34 contains 237879 members 
Mstep: Class 35 contains 17024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155652944.000000 Penalty: 122589.179688
Iteration 108Q: 36 clusters Score -1.556529e+08 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 952 members 
Mstep: Class 3 contains 213201 members 
Mstep: Class 4 contains 12483 members 
Mstep: Class 5 contains 86981 members 
Mstep: Class 6 contains 15925 members 
Mstep: Class 7 contains 11340 members 
Mstep: Class 8 contains 20193 members 
Mstep: Class 9 contains 7230 members 
Mstep: Class 10 contains 43295 members 
Mstep: Class 11 contains 7964 members 
Mstep: Class 12 contains 36817 members 
Mstep: Class 13 contains 5031 members 
Mstep: Class 14 contains 4095 members 
Mstep: Class 15 contains 9153 members 
Mstep: Class 16 contains 30301 members 
Mstep: Class 17 contains 10233 members 
Mstep: Class 18 contains 1181 members 
Mstep: Class 19 contains 34891 members 
Mstep: Class 20 contains 119052 members 
Mstep: Class 21 contains 75783 members 
Mstep: Class 22 contains 1513 members 
Mstep: Class 23 contains 1354 members 
Mstep: Class 24 contains 228810 members 
Mstep: Class 25 contains 1389 members 
Mstep: Class 26 contains 4195 members 
Mstep: Class 27 contains 71395 members 
Mstep: Class 28 contains 25630 members 
Mstep: Class 29 contains 4138 members 
Mstep: Class 30 contains 6566 members 
Mstep: Class 31 contains 3822 members 
Mstep: Class 32 contains 2016 members 
Mstep: Class 33 contains 5069 members 
Mstep: Class 34 contains 237887 members 
Mstep: Class 35 contains 17024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155652800.000000 Penalty: 122589.179688
Iteration 109Q: 36 clusters Score -1.556528e+08 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 952 members 
Mstep: Class 3 contains 213200 members 
Mstep: Class 4 contains 12483 members 
Mstep: Class 5 contains 86945 members 
Mstep: Class 6 contains 15928 members 
Mstep: Class 7 contains 11340 members 
Mstep: Class 8 contains 20191 members 
Mstep: Class 9 contains 7232 members 
Mstep: Class 10 contains 43292 members 
Mstep: Class 11 contains 7963 members 
Mstep: Class 12 contains 36815 members 
Mstep: Class 13 contains 5032 members 
Mstep: Class 14 contains 4096 members 
Mstep: Class 15 contains 9153 members 
Mstep: Class 16 contains 30302 members 
Mstep: Class 17 contains 10232 members 
Mstep: Class 18 contains 1181 members 
Mstep: Class 19 contains 34948 members 
Mstep: Class 20 contains 119052 members 
Mstep: Class 21 contains 75787 members 
Mstep: Class 22 contains 1512 members 
Mstep: Class 23 contains 1354 members 
Mstep: Class 24 contains 228810 members 
Mstep: Class 25 contains 1386 members 
Mstep: Class 26 contains 4197 members 
Mstep: Class 27 contains 71381 members 
Mstep: Class 28 contains 25623 members 
Mstep: Class 29 contains 4139 members 
Mstep: Class 30 contains 6558 members 
Mstep: Class 31 contains 3821 members 
Mstep: Class 32 contains 2015 members 
Mstep: Class 33 contains 5075 members 
Mstep: Class 34 contains 237891 members 
Mstep: Class 35 contains 17023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155652768.000000 Penalty: 122589.179688
Iteration 110Q: 36 clusters Score -1.556528e+08 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 952 members 
Mstep: Class 3 contains 213192 members 
Mstep: Class 4 contains 12484 members 
Mstep: Class 5 contains 86917 members 
Mstep: Class 6 contains 15931 members 
Mstep: Class 7 contains 11340 members 
Mstep: Class 8 contains 20188 members 
Mstep: Class 9 contains 7231 members 
Mstep: Class 10 contains 43293 members 
Mstep: Class 11 contains 7964 members 
Mstep: Class 12 contains 36814 members 
Mstep: Class 13 contains 5035 members 
Mstep: Class 14 contains 4096 members 
Mstep: Class 15 contains 9153 members 
Mstep: Class 16 contains 30303 members 
Mstep: Class 17 contains 10236 members 
Mstep: Class 18 contains 1181 members 
Mstep: Class 19 contains 34995 members 
Mstep: Class 20 contains 119057 members 
Mstep: Class 21 contains 75792 members 
Mstep: Class 22 contains 1511 members 
Mstep: Class 23 contains 1354 members 
Mstep: Class 24 contains 228810 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4198 members 
Mstep: Class 27 contains 71360 members 
Mstep: Class 28 contains 25618 members 
Mstep: Class 29 contains 4139 members 
Mstep: Class 30 contains 6551 members 
Mstep: Class 31 contains 3820 members 
Mstep: Class 32 contains 2015 members 
Mstep: Class 33 contains 5076 members 
Mstep: Class 34 contains 237895 members 
Mstep: Class 35 contains 17023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155652640.000000 Penalty: 122589.179688
Iteration 111Q: 36 clusters Score -1.556526e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 952 members 
Mstep: Class 3 contains 213185 members 
Mstep: Class 4 contains 12486 members 
Mstep: Class 5 contains 86884 members 
Mstep: Class 6 contains 15930 members 
Mstep: Class 7 contains 11340 members 
Mstep: Class 8 contains 20186 members 
Mstep: Class 9 contains 7230 members 
Mstep: Class 10 contains 43290 members 
Mstep: Class 11 contains 7966 members 
Mstep: Class 12 contains 36814 members 
Mstep: Class 13 contains 5034 members 
Mstep: Class 14 contains 4096 members 
Mstep: Class 15 contains 9151 members 
Mstep: Class 16 contains 30302 members 
Mstep: Class 17 contains 10239 members 
Mstep: Class 18 contains 1181 members 
Mstep: Class 19 contains 35040 members 
Mstep: Class 20 contains 119059 members 
Mstep: Class 21 contains 75798 members 
Mstep: Class 22 contains 1511 members 
Mstep: Class 23 contains 1354 members 
Mstep: Class 24 contains 228812 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 4197 members 
Mstep: Class 27 contains 71351 members 
Mstep: Class 28 contains 25615 members 
Mstep: Class 29 contains 4140 members 
Mstep: Class 30 contains 6544 members 
Mstep: Class 31 contains 3821 members 
Mstep: Class 32 contains 2016 members 
Mstep: Class 33 contains 5079 members 
Mstep: Class 34 contains 237900 members 
Mstep: Class 35 contains 17022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155652704.000000 Penalty: 122589.179688
Iteration 112Q: 36 clusters Score -1.556527e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 952 members 
Mstep: Class 3 contains 213180 members 
Mstep: Class 4 contains 12487 members 
Mstep: Class 5 contains 86860 members 
Mstep: Class 6 contains 15932 members 
Mstep: Class 7 contains 11340 members 
Mstep: Class 8 contains 20183 members 
Mstep: Class 9 contains 7229 members 
Mstep: Class 10 contains 43286 members 
Mstep: Class 11 contains 7965 members 
Mstep: Class 12 contains 36813 members 
Mstep: Class 13 contains 5035 members 
Mstep: Class 14 contains 4096 members 
Mstep: Class 15 contains 9150 members 
Mstep: Class 16 contains 30302 members 
Mstep: Class 17 contains 10239 members 
Mstep: Class 18 contains 1181 members 
Mstep: Class 19 contains 35081 members 
Mstep: Class 20 contains 119059 members 
Mstep: Class 21 contains 75801 members 
Mstep: Class 22 contains 1511 members 
Mstep: Class 23 contains 1354 members 
Mstep: Class 24 contains 228808 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 4195 members 
Mstep: Class 27 contains 71348 members 
Mstep: Class 28 contains 25613 members 
Mstep: Class 29 contains 4141 members 
Mstep: Class 30 contains 6539 members 
Mstep: Class 31 contains 3821 members 
Mstep: Class 32 contains 2017 members 
Mstep: Class 33 contains 5081 members 
Mstep: Class 34 contains 237902 members 
Mstep: Class 35 contains 17024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155652688.000000 Penalty: 122589.179688
Iteration 113Q: 36 clusters Score -1.556527e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 952 members 
Mstep: Class 3 contains 213171 members 
Mstep: Class 4 contains 12486 members 
Mstep: Class 5 contains 86832 members 
Mstep: Class 6 contains 15932 members 
Mstep: Class 7 contains 11340 members 
Mstep: Class 8 contains 20185 members 
Mstep: Class 9 contains 7229 members 
Mstep: Class 10 contains 43283 members 
Mstep: Class 11 contains 7965 members 
Mstep: Class 12 contains 36813 members 
Mstep: Class 13 contains 5035 members 
Mstep: Class 14 contains 4096 members 
Mstep: Class 15 contains 9149 members 
Mstep: Class 16 contains 30302 members 
Mstep: Class 17 contains 10238 members 
Mstep: Class 18 contains 1181 members 
Mstep: Class 19 contains 35121 members 
Mstep: Class 20 contains 119058 members 
Mstep: Class 21 contains 75801 members 
Mstep: Class 22 contains 1511 members 
Mstep: Class 23 contains 1354 members 
Mstep: Class 24 contains 228810 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 4194 members 
Mstep: Class 27 contains 71348 members 
Mstep: Class 28 contains 25608 members 
Mstep: Class 29 contains 4142 members 
Mstep: Class 30 contains 6538 members 
Mstep: Class 31 contains 3821 members 
Mstep: Class 32 contains 2017 members 
Mstep: Class 33 contains 5085 members 
Mstep: Class 34 contains 237904 members 
Mstep: Class 35 contains 17024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155652720.000000 Penalty: 122589.179688
Iteration 114Q: 36 clusters Score -1.556527e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 952 members 
Mstep: Class 3 contains 213168 members 
Mstep: Class 4 contains 12485 members 
Mstep: Class 5 contains 86820 members 
Mstep: Class 6 contains 15932 members 
Mstep: Class 7 contains 11340 members 
Mstep: Class 8 contains 20184 members 
Mstep: Class 9 contains 7229 members 
Mstep: Class 10 contains 43282 members 
Mstep: Class 11 contains 7966 members 
Mstep: Class 12 contains 36813 members 
Mstep: Class 13 contains 5035 members 
Mstep: Class 14 contains 4096 members 
Mstep: Class 15 contains 9149 members 
Mstep: Class 16 contains 30303 members 
Mstep: Class 17 contains 10236 members 
Mstep: Class 18 contains 1181 members 
Mstep: Class 19 contains 35139 members 
Mstep: Class 20 contains 119058 members 
Mstep: Class 21 contains 75803 members 
Mstep: Class 22 contains 1511 members 
Mstep: Class 23 contains 1354 members 
Mstep: Class 24 contains 228811 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 4191 members 
Mstep: Class 27 contains 71343 members 
Mstep: Class 28 contains 25606 members 
Mstep: Class 29 contains 4143 members 
Mstep: Class 30 contains 6539 members 
Mstep: Class 31 contains 3821 members 
Mstep: Class 32 contains 2017 members 
Mstep: Class 33 contains 5086 members 
Mstep: Class 34 contains 237908 members 
Mstep: Class 35 contains 17024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155652720.000000 Penalty: 122589.179688
Iteration 115Q: 36 clusters Score -1.556527e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 952 members 
Mstep: Class 3 contains 213164 members 
Mstep: Class 4 contains 12485 members 
Mstep: Class 5 contains 86812 members 
Mstep: Class 6 contains 15932 members 
Mstep: Class 7 contains 11340 members 
Mstep: Class 8 contains 20185 members 
Mstep: Class 9 contains 7228 members 
Mstep: Class 10 contains 43281 members 
Mstep: Class 11 contains 7964 members 
Mstep: Class 12 contains 36813 members 
Mstep: Class 13 contains 5035 members 
Mstep: Class 14 contains 4097 members 
Mstep: Class 15 contains 9149 members 
Mstep: Class 16 contains 30305 members 
Mstep: Class 17 contains 10238 members 
Mstep: Class 18 contains 1181 members 
Mstep: Class 19 contains 35148 members 
Mstep: Class 20 contains 119057 members 
Mstep: Class 21 contains 75810 members 
Mstep: Class 22 contains 1511 members 
Mstep: Class 23 contains 1354 members 
Mstep: Class 24 contains 228812 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4189 members 
Mstep: Class 27 contains 71339 members 
Mstep: Class 28 contains 25606 members 
Mstep: Class 29 contains 4144 members 
Mstep: Class 30 contains 6534 members 
Mstep: Class 31 contains 3821 members 
Mstep: Class 32 contains 2017 members 
Mstep: Class 33 contains 5086 members 
Mstep: Class 34 contains 237910 members 
Mstep: Class 35 contains 17025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155652752.000000 Penalty: 122589.179688
Iteration 116Q: 36 clusters Score -1.556528e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 952 members 
Mstep: Class 3 contains 213164 members 
Mstep: Class 4 contains 12484 members 
Mstep: Class 5 contains 86808 members 
Mstep: Class 6 contains 15932 members 
Mstep: Class 7 contains 11340 members 
Mstep: Class 8 contains 20184 members 
Mstep: Class 9 contains 7229 members 
Mstep: Class 10 contains 43281 members 
Mstep: Class 11 contains 7963 members 
Mstep: Class 12 contains 36814 members 
Mstep: Class 13 contains 5034 members 
Mstep: Class 14 contains 4099 members 
Mstep: Class 15 contains 9149 members 
Mstep: Class 16 contains 30306 members 
Mstep: Class 17 contains 10239 members 
Mstep: Class 18 contains 1181 members 
Mstep: Class 19 contains 35151 members 
Mstep: Class 20 contains 119057 members 
Mstep: Class 21 contains 75815 members 
Mstep: Class 22 contains 1511 members 
Mstep: Class 23 contains 1354 members 
Mstep: Class 24 contains 228810 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 4188 members 
Mstep: Class 27 contains 71336 members 
Mstep: Class 28 contains 25606 members 
Mstep: Class 29 contains 4144 members 
Mstep: Class 30 contains 6533 members 
Mstep: Class 31 contains 3821 members 
Mstep: Class 32 contains 2018 members 
Mstep: Class 33 contains 5087 members 
Mstep: Class 34 contains 237910 members 
Mstep: Class 35 contains 17025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155652704.000000 Penalty: 122589.179688
Iteration 117Q: 36 clusters Score -1.556527e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 952 members 
Mstep: Class 3 contains 213159 members 
Mstep: Class 4 contains 12484 members 
Mstep: Class 5 contains 86805 members 
Mstep: Class 6 contains 15932 members 
Mstep: Class 7 contains 11340 members 
Mstep: Class 8 contains 20185 members 
Mstep: Class 9 contains 7228 members 
Mstep: Class 10 contains 43281 members 
Mstep: Class 11 contains 7964 members 
Mstep: Class 12 contains 36815 members 
Mstep: Class 13 contains 5034 members 
Mstep: Class 14 contains 4098 members 
Mstep: Class 15 contains 9149 members 
Mstep: Class 16 contains 30305 members 
Mstep: Class 17 contains 10240 members 
Mstep: Class 18 contains 1181 members 
Mstep: Class 19 contains 35160 members 
Mstep: Class 20 contains 119056 members 
Mstep: Class 21 contains 75817 members 
Mstep: Class 22 contains 1511 members 
Mstep: Class 23 contains 1354 members 
Mstep: Class 24 contains 228809 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4187 members 
Mstep: Class 27 contains 71337 members 
Mstep: Class 28 contains 25606 members 
Mstep: Class 29 contains 4145 members 
Mstep: Class 30 contains 6532 members 
Mstep: Class 31 contains 3821 members 
Mstep: Class 32 contains 2018 members 
Mstep: Class 33 contains 5086 members 
Mstep: Class 34 contains 237908 members 
Mstep: Class 35 contains 17025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155652720.000000 Penalty: 122589.179688
Iteration 118Q: 36 clusters Score -1.556527e+08 nChanged 32
Entering ConstructFrom: 
Score: -155652720.000000 Penalty: 122589.179688
Entering ConstructFrom: 
Trying to split cluster 1 (3336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Entering Unmasked Estep 
Score: -381273.562500 Penalty: 2011.906860
	Iteration 0F: 2 clusters Score -381273.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -377780.906250 Penalty: 4023.813721
	Iteration 0F: 3 clusters Score -377780.9 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -378570.062500 Penalty: 4023.813721
	Iteration 1F: 3 clusters Score -378570.1 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -378825.062500 Penalty: 4023.813721
	Iteration 2F: 3 clusters Score -378825.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -378979.375000 Penalty: 4023.813721
	Iteration 3F: 3 clusters Score -378979.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -379109.875000 Penalty: 4023.813721
	Iteration 4Q: 3 clusters Score -379109.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -379244.781250 Penalty: 4023.813721
	Iteration 5Q: 3 clusters Score -379244.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -379359.656250 Penalty: 4023.813721
	Iteration 6Q: 3 clusters Score -379359.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -379444.312500 Penalty: 4023.813721
	Iteration 7Q: 3 clusters Score -379444.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -379537.031250 Penalty: 4023.813721
	Iteration 8Q: 3 clusters Score -379537 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -379626.718750 Penalty: 4023.813721
	Iteration 9Q: 3 clusters Score -379626.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -379689.250000 Penalty: 4023.813721
	Iteration 10Q: 3 clusters Score -379689.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -379738.937500 Penalty: 4023.813721
	Iteration 11Q: 3 clusters Score -379738.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -379780.093750 Penalty: 4023.813721
	Iteration 12Q: 3 clusters Score -379780.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -379806.031250 Penalty: 4023.813721
	Iteration 13Q: 3 clusters Score -379806 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -379825.656250 Penalty: 4023.813721
	Iteration 14Q: 3 clusters Score -379825.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -379842.593750 Penalty: 4023.813721
	Iteration 15Q: 3 clusters Score -379842.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -379856.906250 Penalty: 4023.813721
	Iteration 16Q: 3 clusters Score -379856.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -379872.500000 Penalty: 4023.813721
	Iteration 17Q: 3 clusters Score -379872.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -379884.968750 Penalty: 4023.813721
	Iteration 18Q: 3 clusters Score -379885 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -379892.093750 Penalty: 4023.813721
	Iteration 19Q: 3 clusters Score -379892.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -379895.656250 Penalty: 4023.813721
	Iteration 20F: 3 clusters Score -379895.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -379899.812500 Penalty: 4023.813721
	Iteration 21Q: 3 clusters Score -379899.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -379903.968750 Penalty: 4023.813721
	Iteration 22Q: 3 clusters Score -379904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -379905.937500 Penalty: 4023.813721
	Iteration 23Q: 3 clusters Score -379905.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -379907.218750 Penalty: 4023.813721
	Iteration 24Q: 3 clusters Score -379907.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -379907.187500 Penalty: 4023.813721
	Iteration 25Q: 3 clusters Score -379907.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -379907.187500 Penalty: 4023.813721
	Iteration 26F: 3 clusters Score -379907.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Entering Unmasked Estep 
Score: -102529.398438 Penalty: 1700.924072
	Iteration 0F: 2 clusters Score -102529.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -100657.140625 Penalty: 3401.848145
	Iteration 0F: 3 clusters Score -100657.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -100937.320312 Penalty: 3401.848145
	Iteration 1F: 3 clusters Score -100937.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -101018.125000 Penalty: 3401.848145
	Iteration 2F: 3 clusters Score -101018.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -101052.734375 Penalty: 3401.848145
	Iteration 3Q: 3 clusters Score -101052.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -101071.445312 Penalty: 3401.848145
	Iteration 4Q: 3 clusters Score -101071.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -101092.718750 Penalty: 3401.848145
	Iteration 5Q: 3 clusters Score -101092.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -101114.335938 Penalty: 3401.848145
	Iteration 6Q: 3 clusters Score -101114.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -101134.304688 Penalty: 3401.848145
	Iteration 7Q: 3 clusters Score -101134.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -101149.593750 Penalty: 3401.848145
	Iteration 8Q: 3 clusters Score -101149.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -101168.742188 Penalty: 3401.848145
	Iteration 9Q: 3 clusters Score -101168.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -101182.945312 Penalty: 3401.848145
	Iteration 10Q: 3 clusters Score -101182.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -101193.617188 Penalty: 3401.848145
	Iteration 11Q: 3 clusters Score -101193.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -101203.453125 Penalty: 3401.848145
	Iteration 12Q: 3 clusters Score -101203.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -101211.343750 Penalty: 3401.848145
	Iteration 13Q: 3 clusters Score -101211.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -101219.070312 Penalty: 3401.848145
	Iteration 14Q: 3 clusters Score -101219.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -101230.390625 Penalty: 3401.848145
	Iteration 15Q: 3 clusters Score -101230.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -101240.046875 Penalty: 3401.848145
	Iteration 16Q: 3 clusters Score -101240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -101243.601562 Penalty: 3401.848145
	Iteration 17Q: 3 clusters Score -101243.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -101251.085938 Penalty: 3401.848145
	Iteration 18Q: 3 clusters Score -101251.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -101253.601562 Penalty: 3401.848145
	Iteration 19Q: 3 clusters Score -101253.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -101255.250000 Penalty: 3401.848145
	Iteration 20F: 3 clusters Score -101255.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -101258.164062 Penalty: 3401.848145
	Iteration 21Q: 3 clusters Score -101258.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -101266.414062 Penalty: 3401.848145
	Iteration 22Q: 3 clusters Score -101266.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -101274.437500 Penalty: 3401.848145
	Iteration 23Q: 3 clusters Score -101274.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -101281.570312 Penalty: 3401.848145
	Iteration 24Q: 3 clusters Score -101281.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -101290.328125 Penalty: 3401.848145
	Iteration 25Q: 3 clusters Score -101290.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -101295.015625 Penalty: 3401.848145
	Iteration 26Q: 3 clusters Score -101295 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -101302.093750 Penalty: 3401.848145
	Iteration 27Q: 3 clusters Score -101302.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -101305.187500 Penalty: 3401.848145
	Iteration 28Q: 3 clusters Score -101305.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -101323.257812 Penalty: 3401.848145
	Iteration 29Q: 3 clusters Score -101323.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -101342.273438 Penalty: 3401.848145
	Iteration 30Q: 3 clusters Score -101342.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -101353.273438 Penalty: 3401.848145
	Iteration 31Q: 3 clusters Score -101353.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -101362.179688 Penalty: 3401.848145
	Iteration 32Q: 3 clusters Score -101362.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -101365.046875 Penalty: 3401.848145
	Iteration 33Q: 3 clusters Score -101365 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -101367.296875 Penalty: 3401.848145
	Iteration 34Q: 3 clusters Score -101367.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -101370.421875 Penalty: 3401.848145
	Iteration 35Q: 3 clusters Score -101370.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -101376.085938 Penalty: 3401.848145
	Iteration 36Q: 3 clusters Score -101376.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -101377.484375 Penalty: 3401.848145
	Iteration 37Q: 3 clusters Score -101377.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -101378.632812 Penalty: 3401.848145
	Iteration 38Q: 3 clusters Score -101378.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -101378.632812 Penalty: 3401.848145
	Iteration 39F: 3 clusters Score -101378.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (213155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213155 members 
Entering Unmasked Estep 
Score: -25748362.000000 Penalty: 3042.904053
	Iteration 0F: 2 clusters Score -2.574836e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106633 members 
Mstep: Class 2 contains 106522 members 
Entering Unmasked Estep 
Score: -25617752.000000 Penalty: 6085.808105
	Iteration 0F: 3 clusters Score -2.561775e+07 nChanged 102642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107255 members 
Mstep: Class 2 contains 105900 members 
Entering Unmasked Estep 
Score: -25677938.000000 Penalty: 6085.808105
	Iteration 1F: 3 clusters Score -2.567794e+07 nChanged 5262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108381 members 
Mstep: Class 2 contains 104774 members 
Entering Unmasked Estep 
Score: -25678638.000000 Penalty: 6085.808105
	Iteration 2Q: 3 clusters Score -2.567864e+07 nChanged 5544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110137 members 
Mstep: Class 2 contains 103018 members 
Entering Unmasked Estep 
Score: -25679630.000000 Penalty: 6085.808105
	Iteration 3Q: 3 clusters Score -2.567963e+07 nChanged 6378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113109 members 
Mstep: Class 2 contains 100046 members 
Entering Unmasked Estep 
Score: -25681356.000000 Penalty: 6085.808105
	Iteration 4Q: 3 clusters Score -2.568136e+07 nChanged 7851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117674 members 
Mstep: Class 2 contains 95481 members 
Entering Unmasked Estep 
Score: -25683926.000000 Penalty: 6085.808105
	Iteration 5Q: 3 clusters Score -2.568393e+07 nChanged 10122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124584 members 
Mstep: Class 2 contains 88571 members 
Entering Unmasked Estep 
Score: -25688326.000000 Penalty: 6085.808105
	Iteration 6Q: 3 clusters Score -2.568833e+07 nChanged 12761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134231 members 
Mstep: Class 2 contains 78924 members 
Entering Unmasked Estep 
Score: -25695108.000000 Penalty: 6085.808105
	Iteration 7F: 3 clusters Score -2.569511e+07 nChanged 14723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146374 members 
Mstep: Class 2 contains 66781 members 
Entering Unmasked Estep 
Score: -25704024.000000 Penalty: 6085.808105
	Iteration 8F: 3 clusters Score -2.570402e+07 nChanged 15796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160524 members 
Mstep: Class 2 contains 52631 members 
Entering Unmasked Estep 
Score: -25713680.000000 Penalty: 6085.808105
	Iteration 9F: 3 clusters Score -2.571368e+07 nChanged 15484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175116 members 
Mstep: Class 2 contains 38039 members 
Entering Unmasked Estep 
Score: -25721418.000000 Penalty: 6085.808105
	Iteration 10F: 3 clusters Score -2.572142e+07 nChanged 12888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187676 members 
Mstep: Class 2 contains 25479 members 
Entering Unmasked Estep 
Score: -25727498.000000 Penalty: 6085.808105
	Iteration 11F: 3 clusters Score -2.57275e+07 nChanged 10045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197683 members 
Mstep: Class 2 contains 15472 members 
Entering Unmasked Estep 
Score: -25732920.000000 Penalty: 6085.808105
	Iteration 12Q: 3 clusters Score -2.573292e+07 nChanged 7279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204962 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -25738224.000000 Penalty: 6085.808105
	Iteration 13Q: 3 clusters Score -2.573822e+07 nChanged 4662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209624 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -25742246.000000 Penalty: 6085.808105
	Iteration 14Q: 3 clusters Score -2.574225e+07 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211877 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -25744292.000000 Penalty: 6085.808105
	Iteration 15Q: 3 clusters Score -2.574429e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212648 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -25745124.000000 Penalty: 6085.808105
	Iteration 16Q: 3 clusters Score -2.574512e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212831 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -25745318.000000 Penalty: 6085.808105
	Iteration 17Q: 3 clusters Score -2.574532e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212877 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -25745430.000000 Penalty: 6085.808105
	Iteration 18Q: 3 clusters Score -2.574543e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212895 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -25745474.000000 Penalty: 6085.808105
	Iteration 19Q: 3 clusters Score -2.574547e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212906 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -25745514.000000 Penalty: 6085.808105
	Iteration 20F: 3 clusters Score -2.574551e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212909 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -25745550.000000 Penalty: 6085.808105
	Iteration 21Q: 3 clusters Score -2.574555e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212912 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -25745556.000000 Penalty: 6085.808105
	Iteration 22Q: 3 clusters Score -2.574556e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212916 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -25745576.000000 Penalty: 6085.808105
	Iteration 23Q: 3 clusters Score -2.574558e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212917 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -25745576.000000 Penalty: 6085.808105
	Iteration 24Q: 3 clusters Score -2.574558e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212921 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -25745590.000000 Penalty: 6085.808105
	Iteration 25Q: 3 clusters Score -2.574559e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212925 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -25745610.000000 Penalty: 6085.808105
	Iteration 26Q: 3 clusters Score -2.574561e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212927 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -25745614.000000 Penalty: 6085.808105
	Iteration 27Q: 3 clusters Score -2.574561e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212928 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -25745610.000000 Penalty: 6085.808105
	Iteration 28Q: 3 clusters Score -2.574561e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212927 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -25745626.000000 Penalty: 6085.808105
	Iteration 29Q: 3 clusters Score -2.574563e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212926 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -25745624.000000 Penalty: 6085.808105
	Iteration 30Q: 3 clusters Score -2.574562e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212926 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -25745624.000000 Penalty: 6085.808105
	Iteration 31F: 3 clusters Score -2.574562e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (12483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12483 members 
Entering Unmasked Estep 
Score: -1483609.625000 Penalty: 2339.166504
	Iteration 0F: 2 clusters Score -1483610 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -1474366.125000 Penalty: 4678.333008
	Iteration 0F: 3 clusters Score -1474366 nChanged 5239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -1477137.625000 Penalty: 4678.333008
	Iteration 1F: 3 clusters Score -1477138 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -1477446.875000 Penalty: 4678.333008
	Iteration 2F: 3 clusters Score -1477447 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -1477690.125000 Penalty: 4678.333008
	Iteration 3Q: 3 clusters Score -1477690 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -1477881.500000 Penalty: 4678.333008
	Iteration 4Q: 3 clusters Score -1477882 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -1478050.250000 Penalty: 4678.333008
	Iteration 5Q: 3 clusters Score -1478050 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -1478185.875000 Penalty: 4678.333008
	Iteration 6Q: 3 clusters Score -1478186 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -1478315.500000 Penalty: 4678.333008
	Iteration 7Q: 3 clusters Score -1478316 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -1478449.750000 Penalty: 4678.333008
	Iteration 8Q: 3 clusters Score -1478450 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -1478586.000000 Penalty: 4678.333008
	Iteration 9Q: 3 clusters Score -1478586 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -1478733.875000 Penalty: 4678.333008
	Iteration 10Q: 3 clusters Score -1478734 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -1478894.750000 Penalty: 4678.333008
	Iteration 11Q: 3 clusters Score -1478895 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -1479106.750000 Penalty: 4678.333008
	Iteration 12Q: 3 clusters Score -1479107 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -1479385.750000 Penalty: 4678.333008
	Iteration 13Q: 3 clusters Score -1479386 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -1479699.375000 Penalty: 4678.333008
	Iteration 14Q: 3 clusters Score -1479699 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -1480019.000000 Penalty: 4678.333008
	Iteration 15Q: 3 clusters Score -1480019 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -1480297.875000 Penalty: 4678.333008
	Iteration 16Q: 3 clusters Score -1480298 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -1480560.375000 Penalty: 4678.333008
	Iteration 17Q: 3 clusters Score -1480560 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -1480821.375000 Penalty: 4678.333008
	Iteration 18Q: 3 clusters Score -1480821 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -1481058.875000 Penalty: 4678.333008
	Iteration 19Q: 3 clusters Score -1481059 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -1481287.000000 Penalty: 4678.333008
	Iteration 20F: 3 clusters Score -1481287 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -1481457.250000 Penalty: 4678.333008
	Iteration 21Q: 3 clusters Score -1481457 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1481596.125000 Penalty: 4678.333008
	Iteration 22Q: 3 clusters Score -1481596 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1481692.625000 Penalty: 4678.333008
	Iteration 23Q: 3 clusters Score -1481693 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1481753.375000 Penalty: 4678.333008
	Iteration 24Q: 3 clusters Score -1481753 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11440 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1481803.500000 Penalty: 4678.333008
	Iteration 25Q: 3 clusters Score -1481804 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1481835.000000 Penalty: 4678.333008
	Iteration 26Q: 3 clusters Score -1481835 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1481851.625000 Penalty: 4678.333008
	Iteration 27Q: 3 clusters Score -1481852 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1481868.500000 Penalty: 4678.333008
	Iteration 28Q: 3 clusters Score -1481868 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1481881.750000 Penalty: 4678.333008
	Iteration 29Q: 3 clusters Score -1481882 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11620 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1481896.875000 Penalty: 4678.333008
	Iteration 30Q: 3 clusters Score -1481897 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1481912.250000 Penalty: 4678.333008
	Iteration 31Q: 3 clusters Score -1481912 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1481921.500000 Penalty: 4678.333008
	Iteration 32Q: 3 clusters Score -1481922 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1481930.875000 Penalty: 4678.333008
	Iteration 33Q: 3 clusters Score -1481931 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1481935.625000 Penalty: 4678.333008
	Iteration 34Q: 3 clusters Score -1481936 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11698 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1481941.125000 Penalty: 4678.333008
	Iteration 35Q: 3 clusters Score -1481941 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1481946.000000 Penalty: 4678.333008
	Iteration 36Q: 3 clusters Score -1481946 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1481949.875000 Penalty: 4678.333008
	Iteration 37Q: 3 clusters Score -1481950 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1481956.750000 Penalty: 4678.333008
	Iteration 38Q: 3 clusters Score -1481957 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11727 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1481960.375000 Penalty: 4678.333008
	Iteration 39Q: 3 clusters Score -1481960 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1481963.625000 Penalty: 4678.333008
	Iteration 40F: 3 clusters Score -1481964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1481962.625000 Penalty: 4678.333008
	Iteration 41Q: 3 clusters Score -1481963 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1481964.625000 Penalty: 4678.333008
	Iteration 42Q: 3 clusters Score -1481965 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1481969.375000 Penalty: 4678.333008
	Iteration 43Q: 3 clusters Score -1481969 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1481970.875000 Penalty: 4678.333008
	Iteration 44Q: 3 clusters Score -1481971 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11754 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1481978.000000 Penalty: 4678.333008
	Iteration 45Q: 3 clusters Score -1481978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11757 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1481979.250000 Penalty: 4678.333008
	Iteration 46Q: 3 clusters Score -1481979 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1481979.500000 Penalty: 4678.333008
	Iteration 47Q: 3 clusters Score -1481980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1481980.625000 Penalty: 4678.333008
	Iteration 48Q: 3 clusters Score -1481981 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1481980.625000 Penalty: 4678.333008
	Iteration 49F: 3 clusters Score -1481981 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (86803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86803 members 
Entering Unmasked Estep 
Score: -10244290.000000 Penalty: 2820.106201
	Iteration 0F: 2 clusters Score -1.024429e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43307 members 
Mstep: Class 2 contains 43496 members 
Entering Unmasked Estep 
Score: -10186398.000000 Penalty: 5640.212402
	Iteration 0F: 3 clusters Score -1.01864e+07 nChanged 40726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42589 members 
Mstep: Class 2 contains 44214 members 
Entering Unmasked Estep 
Score: -10209166.000000 Penalty: 5640.212402
	Iteration 1F: 3 clusters Score -1.020917e+07 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41933 members 
Mstep: Class 2 contains 44870 members 
Entering Unmasked Estep 
Score: -10209699.000000 Penalty: 5640.212402
	Iteration 2Q: 3 clusters Score -1.02097e+07 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40884 members 
Mstep: Class 2 contains 45919 members 
Entering Unmasked Estep 
Score: -10210358.000000 Penalty: 5640.212402
	Iteration 3Q: 3 clusters Score -1.021036e+07 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39372 members 
Mstep: Class 2 contains 47431 members 
Entering Unmasked Estep 
Score: -10211067.000000 Penalty: 5640.212402
	Iteration 4Q: 3 clusters Score -1.021107e+07 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37149 members 
Mstep: Class 2 contains 49654 members 
Entering Unmasked Estep 
Score: -10212059.000000 Penalty: 5640.212402
	Iteration 5Q: 3 clusters Score -1.021206e+07 nChanged 3770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33907 members 
Mstep: Class 2 contains 52896 members 
Entering Unmasked Estep 
Score: -10213765.000000 Penalty: 5640.212402
	Iteration 6Q: 3 clusters Score -1.021376e+07 nChanged 4871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29340 members 
Mstep: Class 2 contains 57463 members 
Entering Unmasked Estep 
Score: -10216461.000000 Penalty: 5640.212402
	Iteration 7F: 3 clusters Score -1.021646e+07 nChanged 6110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23420 members 
Mstep: Class 2 contains 63383 members 
Entering Unmasked Estep 
Score: -10220783.000000 Penalty: 5640.212402
	Iteration 8F: 3 clusters Score -1.022078e+07 nChanged 6990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16536 members 
Mstep: Class 2 contains 70267 members 
Entering Unmasked Estep 
Score: -10226721.000000 Penalty: 5640.212402
	Iteration 9F: 3 clusters Score -1.022672e+07 nChanged 6491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 76716 members 
Entering Unmasked Estep 
Score: -10232757.000000 Penalty: 5640.212402
	Iteration 10F: 3 clusters Score -1.023276e+07 nChanged 4581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 81279 members 
Entering Unmasked Estep 
Score: -10237095.000000 Penalty: 5640.212402
	Iteration 11F: 3 clusters Score -1.02371e+07 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 83915 members 
Entering Unmasked Estep 
Score: -10239594.000000 Penalty: 5640.212402
	Iteration 12Q: 3 clusters Score -1.023959e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 85216 members 
Entering Unmasked Estep 
Score: -10240753.000000 Penalty: 5640.212402
	Iteration 13Q: 3 clusters Score -1.024075e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 85818 members 
Entering Unmasked Estep 
Score: -10241269.000000 Penalty: 5640.212402
	Iteration 14Q: 3 clusters Score -1.024127e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 86094 members 
Entering Unmasked Estep 
Score: -10241460.000000 Penalty: 5640.212402
	Iteration 15Q: 3 clusters Score -1.024146e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 86232 members 
Entering Unmasked Estep 
Score: -10241633.000000 Penalty: 5640.212402
	Iteration 16Q: 3 clusters Score -1.024163e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 86308 members 
Entering Unmasked Estep 
Score: -10241699.000000 Penalty: 5640.212402
	Iteration 17Q: 3 clusters Score -1.02417e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 86363 members 
Entering Unmasked Estep 
Score: -10241756.000000 Penalty: 5640.212402
	Iteration 18Q: 3 clusters Score -1.024176e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 86398 members 
Entering Unmasked Estep 
Score: -10241811.000000 Penalty: 5640.212402
	Iteration 19Q: 3 clusters Score -1.024181e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 86422 members 
Entering Unmasked Estep 
Score: -10241844.000000 Penalty: 5640.212402
	Iteration 20F: 3 clusters Score -1.024184e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 86431 members 
Entering Unmasked Estep 
Score: -10241847.000000 Penalty: 5640.212402
	Iteration 21Q: 3 clusters Score -1.024185e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 86442 members 
Entering Unmasked Estep 
Score: -10241873.000000 Penalty: 5640.212402
	Iteration 22Q: 3 clusters Score -1.024187e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 86445 members 
Entering Unmasked Estep 
Score: -10241873.000000 Penalty: 5640.212402
	Iteration 23Q: 3 clusters Score -1.024187e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 86446 members 
Entering Unmasked Estep 
Score: -10241865.000000 Penalty: 5640.212402
	Iteration 24Q: 3 clusters Score -1.024186e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 86447 members 
Entering Unmasked Estep 
Score: -10241877.000000 Penalty: 5640.212402
	Iteration 25Q: 3 clusters Score -1.024188e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 86450 members 
Entering Unmasked Estep 
Score: -10241879.000000 Penalty: 5640.212402
	Iteration 26Q: 3 clusters Score -1.024188e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 86455 members 
Entering Unmasked Estep 
Score: -10241887.000000 Penalty: 5640.212402
	Iteration 27Q: 3 clusters Score -1.024189e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 86457 members 
Entering Unmasked Estep 
Score: -10241903.000000 Penalty: 5640.212402
	Iteration 28Q: 3 clusters Score -1.02419e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 86458 members 
Entering Unmasked Estep 
Score: -10241898.000000 Penalty: 5640.212402
	Iteration 29Q: 3 clusters Score -1.02419e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 86458 members 
Entering Unmasked Estep 
Score: -10241903.000000 Penalty: 5640.212402
	Iteration 30Q: 3 clusters Score -1.02419e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 86459 members 
Entering Unmasked Estep 
Score: -10241904.000000 Penalty: 5640.212402
	Iteration 31Q: 3 clusters Score -1.02419e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 86460 members 
Entering Unmasked Estep 
Score: -10241898.000000 Penalty: 5640.212402
	Iteration 32Q: 3 clusters Score -1.02419e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 86460 members 
Entering Unmasked Estep 
Score: -10241905.000000 Penalty: 5640.212402
	Iteration 33Q: 3 clusters Score -1.02419e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 86459 members 
Entering Unmasked Estep 
Score: -10241908.000000 Penalty: 5640.212402
	Iteration 34Q: 3 clusters Score -1.024191e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 86460 members 
Entering Unmasked Estep 
Score: -10241914.000000 Penalty: 5640.212402
	Iteration 35Q: 3 clusters Score -1.024191e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 86460 members 
Entering Unmasked Estep 
Score: -10241914.000000 Penalty: 5640.212402
	Iteration 36F: 3 clusters Score -1.024191e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (15932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15932 members 
Entering Unmasked Estep 
Score: -1846219.000000 Penalty: 2399.668945
	Iteration 0F: 2 clusters Score -1846219 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -1834946.125000 Penalty: 4799.337891
	Iteration 0F: 3 clusters Score -1834946 nChanged 6788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -1838540.250000 Penalty: 4799.337891
	Iteration 1F: 3 clusters Score -1838540 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -1838908.500000 Penalty: 4799.337891
	Iteration 2F: 3 clusters Score -1838908 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -1839238.750000 Penalty: 4799.337891
	Iteration 3Q: 3 clusters Score -1839239 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -1839593.125000 Penalty: 4799.337891
	Iteration 4Q: 3 clusters Score -1839593 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -1839955.625000 Penalty: 4799.337891
	Iteration 5Q: 3 clusters Score -1839956 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -1840289.625000 Penalty: 4799.337891
	Iteration 6Q: 3 clusters Score -1840290 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -1840668.250000 Penalty: 4799.337891
	Iteration 7Q: 3 clusters Score -1840668 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12016 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -1841107.750000 Penalty: 4799.337891
	Iteration 8Q: 3 clusters Score -1841108 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -1841633.500000 Penalty: 4799.337891
	Iteration 9Q: 3 clusters Score -1841634 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13488 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1842199.625000 Penalty: 4799.337891
	Iteration 10Q: 3 clusters Score -1842200 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14168 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -1842780.375000 Penalty: 4799.337891
	Iteration 11Q: 3 clusters Score -1842780 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14707 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1843237.000000 Penalty: 4799.337891
	Iteration 12Q: 3 clusters Score -1843237 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15063 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1843540.500000 Penalty: 4799.337891
	Iteration 13Q: 3 clusters Score -1843540 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15280 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1843741.500000 Penalty: 4799.337891
	Iteration 14Q: 3 clusters Score -1843742 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15396 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1843868.375000 Penalty: 4799.337891
	Iteration 15Q: 3 clusters Score -1843868 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15473 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1843952.125000 Penalty: 4799.337891
	Iteration 16Q: 3 clusters Score -1843952 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15519 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1844013.125000 Penalty: 4799.337891
	Iteration 17Q: 3 clusters Score -1844013 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15552 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1844063.375000 Penalty: 4799.337891
	Iteration 18Q: 3 clusters Score -1844063 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15569 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1844093.375000 Penalty: 4799.337891
	Iteration 19Q: 3 clusters Score -1844093 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15579 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1844113.375000 Penalty: 4799.337891
	Iteration 20F: 3 clusters Score -1844113 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15593 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1844130.875000 Penalty: 4799.337891
	Iteration 21Q: 3 clusters Score -1844131 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15602 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1844136.500000 Penalty: 4799.337891
	Iteration 22Q: 3 clusters Score -1844136 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15608 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1844145.750000 Penalty: 4799.337891
	Iteration 23Q: 3 clusters Score -1844146 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15614 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -1844152.500000 Penalty: 4799.337891
	Iteration 24Q: 3 clusters Score -1844152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15615 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1844153.000000 Penalty: 4799.337891
	Iteration 25Q: 3 clusters Score -1844153 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15619 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1844157.000000 Penalty: 4799.337891
	Iteration 26Q: 3 clusters Score -1844157 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15621 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -1844158.500000 Penalty: 4799.337891
	Iteration 27Q: 3 clusters Score -1844158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15623 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1844158.125000 Penalty: 4799.337891
	Iteration 28Q: 3 clusters Score -1844158 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15623 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1844158.125000 Penalty: 4799.337891
	Iteration 29F: 3 clusters Score -1844158 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (11340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Entering Unmasked Estep 
Score: -1241031.125000 Penalty: 2315.350830
	Iteration 0F: 2 clusters Score -1241031 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -1232491.625000 Penalty: 4630.701660
	Iteration 0F: 3 clusters Score -1232492 nChanged 4805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -1235167.250000 Penalty: 4630.701660
	Iteration 1F: 3 clusters Score -1235167 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -1235651.625000 Penalty: 4630.701660
	Iteration 2F: 3 clusters Score -1235652 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -1236285.750000 Penalty: 4630.701660
	Iteration 3F: 3 clusters Score -1236286 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -1237172.125000 Penalty: 4630.701660
	Iteration 4F: 3 clusters Score -1237172 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -1238376.000000 Penalty: 4630.701660
	Iteration 5F: 3 clusters Score -1238376 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -1239384.500000 Penalty: 4630.701660
	Iteration 6F: 3 clusters Score -1239384 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -1239969.500000 Penalty: 4630.701660
	Iteration 7F: 3 clusters Score -1239970 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -1240275.625000 Penalty: 4630.701660
	Iteration 8Q: 3 clusters Score -1240276 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -1240429.375000 Penalty: 4630.701660
	Iteration 9Q: 3 clusters Score -1240429 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -1240509.375000 Penalty: 4630.701660
	Iteration 10Q: 3 clusters Score -1240509 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -1240547.375000 Penalty: 4630.701660
	Iteration 11Q: 3 clusters Score -1240547 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -1240569.375000 Penalty: 4630.701660
	Iteration 12Q: 3 clusters Score -1240569 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -1240582.000000 Penalty: 4630.701660
	Iteration 13Q: 3 clusters Score -1240582 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -1240586.625000 Penalty: 4630.701660
	Iteration 14Q: 3 clusters Score -1240587 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -1240591.500000 Penalty: 4630.701660
	Iteration 15Q: 3 clusters Score -1240592 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -1240591.625000 Penalty: 4630.701660
	Iteration 16Q: 3 clusters Score -1240592 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -1240592.375000 Penalty: 4630.701660
	Iteration 17Q: 3 clusters Score -1240592 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -1240596.750000 Penalty: 4630.701660
	Iteration 18Q: 3 clusters Score -1240597 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -1240596.000000 Penalty: 4630.701660
	Iteration 19Q: 3 clusters Score -1240596 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -1240599.875000 Penalty: 4630.701660
	Iteration 20F: 3 clusters Score -1240600 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -1240601.375000 Penalty: 4630.701660
	Iteration 21Q: 3 clusters Score -1240601 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -1240604.000000 Penalty: 4630.701660
	Iteration 22Q: 3 clusters Score -1240604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -1240603.375000 Penalty: 4630.701660
	Iteration 23Q: 3 clusters Score -1240603 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -1240603.625000 Penalty: 4630.701660
	Iteration 24Q: 3 clusters Score -1240604 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -1240603.625000 Penalty: 4630.701660
	Iteration 25F: 3 clusters Score -1240604 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (20189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20189 members 
Entering Unmasked Estep 
Score: -2409203.750000 Penalty: 2458.397461
	Iteration 0F: 2 clusters Score -2409204 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -2394943.250000 Penalty: 4916.794922
	Iteration 0F: 3 clusters Score -2394943 nChanged 8869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -2399682.000000 Penalty: 4916.794922
	Iteration 1F: 3 clusters Score -2399682 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -2400073.500000 Penalty: 4916.794922
	Iteration 2F: 3 clusters Score -2400074 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -2400365.250000 Penalty: 4916.794922
	Iteration 3Q: 3 clusters Score -2400365 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -2400637.750000 Penalty: 4916.794922
	Iteration 4Q: 3 clusters Score -2400638 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 11589 members 
Entering Unmasked Estep 
Score: -2400892.750000 Penalty: 4916.794922
	Iteration 5Q: 3 clusters Score -2400893 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 12085 members 
Entering Unmasked Estep 
Score: -2401174.250000 Penalty: 4916.794922
	Iteration 6Q: 3 clusters Score -2401174 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 12704 members 
Entering Unmasked Estep 
Score: -2401497.500000 Penalty: 4916.794922
	Iteration 7Q: 3 clusters Score -2401498 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 13432 members 
Entering Unmasked Estep 
Score: -2401912.000000 Penalty: 4916.794922
	Iteration 8Q: 3 clusters Score -2401912 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 14344 members 
Entering Unmasked Estep 
Score: -2402460.250000 Penalty: 4916.794922
	Iteration 9Q: 3 clusters Score -2402460 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 15386 members 
Entering Unmasked Estep 
Score: -2403195.000000 Penalty: 4916.794922
	Iteration 10F: 3 clusters Score -2403195 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 16516 members 
Entering Unmasked Estep 
Score: -2404048.500000 Penalty: 4916.794922
	Iteration 11F: 3 clusters Score -2404048 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 17604 members 
Entering Unmasked Estep 
Score: -2404915.250000 Penalty: 4916.794922
	Iteration 12F: 3 clusters Score -2404915 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 18464 members 
Entering Unmasked Estep 
Score: -2405666.750000 Penalty: 4916.794922
	Iteration 13Q: 3 clusters Score -2405667 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 19101 members 
Entering Unmasked Estep 
Score: -2406231.000000 Penalty: 4916.794922
	Iteration 14Q: 3 clusters Score -2406231 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 19468 members 
Entering Unmasked Estep 
Score: -2406601.750000 Penalty: 4916.794922
	Iteration 15Q: 3 clusters Score -2406602 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 19668 members 
Entering Unmasked Estep 
Score: -2406800.000000 Penalty: 4916.794922
	Iteration 16Q: 3 clusters Score -2406800 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 19756 members 
Entering Unmasked Estep 
Score: -2406899.500000 Penalty: 4916.794922
	Iteration 17Q: 3 clusters Score -2406900 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 19805 members 
Entering Unmasked Estep 
Score: -2406971.750000 Penalty: 4916.794922
	Iteration 18Q: 3 clusters Score -2406972 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 19832 members 
Entering Unmasked Estep 
Score: -2407010.250000 Penalty: 4916.794922
	Iteration 19Q: 3 clusters Score -2407010 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 19849 members 
Entering Unmasked Estep 
Score: -2407042.750000 Penalty: 4916.794922
	Iteration 20F: 3 clusters Score -2407043 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 19862 members 
Entering Unmasked Estep 
Score: -2407061.250000 Penalty: 4916.794922
	Iteration 21Q: 3 clusters Score -2407061 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 19872 members 
Entering Unmasked Estep 
Score: -2407083.250000 Penalty: 4916.794922
	Iteration 22Q: 3 clusters Score -2407083 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 19881 members 
Entering Unmasked Estep 
Score: -2407091.250000 Penalty: 4916.794922
	Iteration 23Q: 3 clusters Score -2407091 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 19887 members 
Entering Unmasked Estep 
Score: -2407102.000000 Penalty: 4916.794922
	Iteration 24Q: 3 clusters Score -2407102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 19889 members 
Entering Unmasked Estep 
Score: -2407102.750000 Penalty: 4916.794922
	Iteration 25Q: 3 clusters Score -2407103 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 19890 members 
Entering Unmasked Estep 
Score: -2407103.500000 Penalty: 4916.794922
	Iteration 26Q: 3 clusters Score -2407104 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 19890 members 
Entering Unmasked Estep 
Score: -2407103.500000 Penalty: 4916.794922
	Iteration 27F: 3 clusters Score -2407104 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Entering Unmasked Estep 
Score: -810604.812500 Penalty: 2203.692139
	Iteration 0F: 2 clusters Score -810604.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -804675.000000 Penalty: 4407.384277
	Iteration 0F: 3 clusters Score -804675 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -806904.625000 Penalty: 4407.384277
	Iteration 1F: 3 clusters Score -806904.6 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -807758.750000 Penalty: 4407.384277
	Iteration 2F: 3 clusters Score -807758.8 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -808497.500000 Penalty: 4407.384277
	Iteration 3F: 3 clusters Score -808497.5 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -809143.312500 Penalty: 4407.384277
	Iteration 4F: 3 clusters Score -809143.3 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -809697.875000 Penalty: 4407.384277
	Iteration 5F: 3 clusters Score -809697.9 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -810166.500000 Penalty: 4407.384277
	Iteration 6F: 3 clusters Score -810166.5 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -810508.812500 Penalty: 4407.384277
	Iteration 7Q: 3 clusters Score -810508.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -810733.312500 Penalty: 4407.384277
	Iteration 8Q: 3 clusters Score -810733.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -810848.437500 Penalty: 4407.384277
	Iteration 9Q: 3 clusters Score -810848.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -810914.312500 Penalty: 4407.384277
	Iteration 10Q: 3 clusters Score -810914.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -810942.250000 Penalty: 4407.384277
	Iteration 11Q: 3 clusters Score -810942.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -810962.750000 Penalty: 4407.384277
	Iteration 12Q: 3 clusters Score -810962.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -810975.750000 Penalty: 4407.384277
	Iteration 13Q: 3 clusters Score -810975.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -810992.625000 Penalty: 4407.384277
	Iteration 14Q: 3 clusters Score -810992.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -811004.562500 Penalty: 4407.384277
	Iteration 15Q: 3 clusters Score -811004.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -811016.750000 Penalty: 4407.384277
	Iteration 16Q: 3 clusters Score -811016.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -811019.875000 Penalty: 4407.384277
	Iteration 17Q: 3 clusters Score -811019.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -811022.562500 Penalty: 4407.384277
	Iteration 18Q: 3 clusters Score -811022.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -811028.625000 Penalty: 4407.384277
	Iteration 19Q: 3 clusters Score -811028.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -811034.437500 Penalty: 4407.384277
	Iteration 20F: 3 clusters Score -811034.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -811040.875000 Penalty: 4407.384277
	Iteration 21Q: 3 clusters Score -811040.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -811043.125000 Penalty: 4407.384277
	Iteration 22Q: 3 clusters Score -811043.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -811045.125000 Penalty: 4407.384277
	Iteration 23Q: 3 clusters Score -811045.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -811046.500000 Penalty: 4407.384277
	Iteration 24Q: 3 clusters Score -811046.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -811048.562500 Penalty: 4407.384277
	Iteration 25Q: 3 clusters Score -811048.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -811051.062500 Penalty: 4407.384277
	Iteration 26Q: 3 clusters Score -811051.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -811052.250000 Penalty: 4407.384277
	Iteration 27Q: 3 clusters Score -811052.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -811053.625000 Penalty: 4407.384277
	Iteration 28Q: 3 clusters Score -811053.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -811053.625000 Penalty: 4407.384277
	Iteration 29F: 3 clusters Score -811053.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 952 members 
Mstep: Class 3 contains 213155 members 
Mstep: Class 4 contains 12483 members 
Mstep: Class 5 contains 86803 members 
Mstep: Class 6 contains 15932 members 
Mstep: Class 7 contains 11340 members 
Mstep: Class 8 contains 20189 members 
Mstep: Class 9 contains 507 members 
Mstep: Class 10 contains 43280 members 
Mstep: Class 11 contains 7965 members 
Mstep: Class 12 contains 36816 members 
Mstep: Class 13 contains 5032 members 
Mstep: Class 14 contains 4098 members 
Mstep: Class 15 contains 9148 members 
Mstep: Class 16 contains 30304 members 
Mstep: Class 17 contains 10239 members 
Mstep: Class 18 contains 1181 members 
Mstep: Class 19 contains 35164 members 
Mstep: Class 20 contains 119056 members 
Mstep: Class 21 contains 75817 members 
Mstep: Class 22 contains 1511 members 
Mstep: Class 23 contains 1354 members 
Mstep: Class 24 contains 228808 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4185 members 
Mstep: Class 27 contains 71335 members 
Mstep: Class 28 contains 25606 members 
Mstep: Class 29 contains 4146 members 
Mstep: Class 30 contains 6537 members 
Mstep: Class 31 contains 3821 members 
Mstep: Class 32 contains 2018 members 
Mstep: Class 33 contains 5088 members 
Mstep: Class 34 contains 237907 members 
Mstep: Class 35 contains 17025 members 
Mstep: Class 36 contains 6722 members 
Entering Unmasked Estep 
Score: -155651504.000000 Penalty: 126091.726562
Splitting cluster 9 changes total score from -155652720.000000 to -155651504.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (43280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43280 members 
Entering Unmasked Estep 
Score: -5044078.500000 Penalty: 2647.510498
	Iteration 0F: 2 clusters Score -5044078 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21577 members 
Mstep: Class 2 contains 21703 members 
Entering Unmasked Estep 
Score: -5014941.500000 Penalty: 5295.020996
	Iteration 0F: 3 clusters Score -5014942 nChanged 19791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21332 members 
Mstep: Class 2 contains 21948 members 
Entering Unmasked Estep 
Score: -5026362.500000 Penalty: 5295.020996
	Iteration 1F: 3 clusters Score -5026362 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21452 members 
Mstep: Class 2 contains 21828 members 
Entering Unmasked Estep 
Score: -5027259.000000 Penalty: 5295.020996
	Iteration 2Q: 3 clusters Score -5027259 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21674 members 
Mstep: Class 2 contains 21606 members 
Entering Unmasked Estep 
Score: -5028411.000000 Penalty: 5295.020996
	Iteration 3F: 3 clusters Score -5028411 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22152 members 
Mstep: Class 2 contains 21128 members 
Entering Unmasked Estep 
Score: -5029817.500000 Penalty: 5295.020996
	Iteration 4F: 3 clusters Score -5029818 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22754 members 
Mstep: Class 2 contains 20526 members 
Entering Unmasked Estep 
Score: -5031579.500000 Penalty: 5295.020996
	Iteration 5F: 3 clusters Score -5031580 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23481 members 
Mstep: Class 2 contains 19799 members 
Entering Unmasked Estep 
Score: -5033322.000000 Penalty: 5295.020996
	Iteration 6F: 3 clusters Score -5033322 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24099 members 
Mstep: Class 2 contains 19181 members 
Entering Unmasked Estep 
Score: -5034654.500000 Penalty: 5295.020996
	Iteration 7F: 3 clusters Score -5034654 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24632 members 
Mstep: Class 2 contains 18648 members 
Entering Unmasked Estep 
Score: -5035540.500000 Penalty: 5295.020996
	Iteration 8Q: 3 clusters Score -5035540 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25115 members 
Mstep: Class 2 contains 18165 members 
Entering Unmasked Estep 
Score: -5036119.500000 Penalty: 5295.020996
	Iteration 9Q: 3 clusters Score -5036120 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25565 members 
Mstep: Class 2 contains 17715 members 
Entering Unmasked Estep 
Score: -5036451.000000 Penalty: 5295.020996
	Iteration 10Q: 3 clusters Score -5036451 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26006 members 
Mstep: Class 2 contains 17274 members 
Entering Unmasked Estep 
Score: -5036661.000000 Penalty: 5295.020996
	Iteration 11Q: 3 clusters Score -5036661 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26463 members 
Mstep: Class 2 contains 16817 members 
Entering Unmasked Estep 
Score: -5036813.500000 Penalty: 5295.020996
	Iteration 12Q: 3 clusters Score -5036814 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26943 members 
Mstep: Class 2 contains 16337 members 
Entering Unmasked Estep 
Score: -5036929.500000 Penalty: 5295.020996
	Iteration 13Q: 3 clusters Score -5036930 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27439 members 
Mstep: Class 2 contains 15841 members 
Entering Unmasked Estep 
Score: -5037015.500000 Penalty: 5295.020996
	Iteration 14Q: 3 clusters Score -5037016 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27936 members 
Mstep: Class 2 contains 15344 members 
Entering Unmasked Estep 
Score: -5037093.000000 Penalty: 5295.020996
	Iteration 15Q: 3 clusters Score -5037093 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28454 members 
Mstep: Class 2 contains 14826 members 
Entering Unmasked Estep 
Score: -5037226.000000 Penalty: 5295.020996
	Iteration 16Q: 3 clusters Score -5037226 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29018 members 
Mstep: Class 2 contains 14262 members 
Entering Unmasked Estep 
Score: -5037349.000000 Penalty: 5295.020996
	Iteration 17Q: 3 clusters Score -5037349 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29581 members 
Mstep: Class 2 contains 13699 members 
Entering Unmasked Estep 
Score: -5037457.500000 Penalty: 5295.020996
	Iteration 18Q: 3 clusters Score -5037458 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30184 members 
Mstep: Class 2 contains 13096 members 
Entering Unmasked Estep 
Score: -5037580.500000 Penalty: 5295.020996
	Iteration 19Q: 3 clusters Score -5037580 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30820 members 
Mstep: Class 2 contains 12460 members 
Entering Unmasked Estep 
Score: -5037691.000000 Penalty: 5295.020996
	Iteration 20F: 3 clusters Score -5037691 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31423 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -5037810.500000 Penalty: 5295.020996
	Iteration 21Q: 3 clusters Score -5037810 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32089 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -5037983.500000 Penalty: 5295.020996
	Iteration 22Q: 3 clusters Score -5037984 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32782 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -5038148.500000 Penalty: 5295.020996
	Iteration 23Q: 3 clusters Score -5038148 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33571 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -5038390.000000 Penalty: 5295.020996
	Iteration 24Q: 3 clusters Score -5038390 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34320 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -5038611.000000 Penalty: 5295.020996
	Iteration 25Q: 3 clusters Score -5038611 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35116 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -5038881.500000 Penalty: 5295.020996
	Iteration 26Q: 3 clusters Score -5038882 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35890 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -5039156.000000 Penalty: 5295.020996
	Iteration 27Q: 3 clusters Score -5039156 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36638 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -5039457.500000 Penalty: 5295.020996
	Iteration 28Q: 3 clusters Score -5039458 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37388 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -5039765.500000 Penalty: 5295.020996
	Iteration 29Q: 3 clusters Score -5039766 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38131 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -5040136.500000 Penalty: 5295.020996
	Iteration 30Q: 3 clusters Score -5040136 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38763 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -5040519.000000 Penalty: 5295.020996
	Iteration 31Q: 3 clusters Score -5040519 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39345 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -5040888.500000 Penalty: 5295.020996
	Iteration 32Q: 3 clusters Score -5040888 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39827 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -5041231.500000 Penalty: 5295.020996
	Iteration 33Q: 3 clusters Score -5041232 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40202 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -5041519.500000 Penalty: 5295.020996
	Iteration 34Q: 3 clusters Score -5041520 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40484 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -5041715.500000 Penalty: 5295.020996
	Iteration 35Q: 3 clusters Score -5041716 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40680 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -5041847.500000 Penalty: 5295.020996
	Iteration 36Q: 3 clusters Score -5041848 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40840 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -5041955.500000 Penalty: 5295.020996
	Iteration 37Q: 3 clusters Score -5041956 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40951 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -5042027.000000 Penalty: 5295.020996
	Iteration 38Q: 3 clusters Score -5042027 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41058 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -5042105.500000 Penalty: 5295.020996
	Iteration 39Q: 3 clusters Score -5042106 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41149 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -5042150.500000 Penalty: 5295.020996
	Iteration 40F: 3 clusters Score -5042150 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41217 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -5042191.500000 Penalty: 5295.020996
	Iteration 41Q: 3 clusters Score -5042192 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41280 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -5042222.500000 Penalty: 5295.020996
	Iteration 42Q: 3 clusters Score -5042222 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41340 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -5042263.000000 Penalty: 5295.020996
	Iteration 43Q: 3 clusters Score -5042263 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41386 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -5042263.500000 Penalty: 5295.020996
	Iteration 44Q: 3 clusters Score -5042264 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41427 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -5042284.000000 Penalty: 5295.020996
	Iteration 45Q: 3 clusters Score -5042284 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41462 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -5042294.500000 Penalty: 5295.020996
	Iteration 46Q: 3 clusters Score -5042294 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41485 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -5042309.500000 Penalty: 5295.020996
	Iteration 47Q: 3 clusters Score -5042310 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41502 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -5042317.000000 Penalty: 5295.020996
	Iteration 48Q: 3 clusters Score -5042317 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41511 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -5042320.000000 Penalty: 5295.020996
	Iteration 49Q: 3 clusters Score -5042320 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41523 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -5042328.000000 Penalty: 5295.020996
	Iteration 50Q: 3 clusters Score -5042328 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41535 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -5042330.000000 Penalty: 5295.020996
	Iteration 51Q: 3 clusters Score -5042330 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41548 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -5042343.500000 Penalty: 5295.020996
	Iteration 52Q: 3 clusters Score -5042344 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41556 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -5042341.000000 Penalty: 5295.020996
	Iteration 53Q: 3 clusters Score -5042341 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41564 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -5042345.500000 Penalty: 5295.020996
	Iteration 54Q: 3 clusters Score -5042346 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41568 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -5042340.500000 Penalty: 5295.020996
	Iteration 55Q: 3 clusters Score -5042340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41572 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -5042337.500000 Penalty: 5295.020996
	Iteration 56Q: 3 clusters Score -5042338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41576 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -5042337.000000 Penalty: 5295.020996
	Iteration 57Q: 3 clusters Score -5042337 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41579 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -5042333.500000 Penalty: 5295.020996
	Iteration 58Q: 3 clusters Score -5042334 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41579 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -5042333.500000 Penalty: 5295.020996
	Iteration 59F: 3 clusters Score -5042334 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Entering Unmasked Estep 
Score: -832551.000000 Penalty: 2227.737305
	Iteration 0F: 2 clusters Score -832551 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -826200.875000 Penalty: 4455.474609
	Iteration 0F: 3 clusters Score -826200.9 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -827927.937500 Penalty: 4455.474609
	Iteration 1F: 3 clusters Score -827927.9 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -828252.812500 Penalty: 4455.474609
	Iteration 2F: 3 clusters Score -828252.8 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -828470.062500 Penalty: 4455.474609
	Iteration 3F: 3 clusters Score -828470.1 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -828645.687500 Penalty: 4455.474609
	Iteration 4Q: 3 clusters Score -828645.7 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -828790.625000 Penalty: 4455.474609
	Iteration 5Q: 3 clusters Score -828790.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -828912.437500 Penalty: 4455.474609
	Iteration 6Q: 3 clusters Score -828912.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -829019.500000 Penalty: 4455.474609
	Iteration 7Q: 3 clusters Score -829019.5 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -829114.500000 Penalty: 4455.474609
	Iteration 8Q: 3 clusters Score -829114.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -829180.500000 Penalty: 4455.474609
	Iteration 9Q: 3 clusters Score -829180.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -829240.000000 Penalty: 4455.474609
	Iteration 10Q: 3 clusters Score -829240 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -829297.000000 Penalty: 4455.474609
	Iteration 11Q: 3 clusters Score -829297 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -829350.000000 Penalty: 4455.474609
	Iteration 12Q: 3 clusters Score -829350 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -829400.250000 Penalty: 4455.474609
	Iteration 13Q: 3 clusters Score -829400.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -829445.750000 Penalty: 4455.474609
	Iteration 14Q: 3 clusters Score -829445.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -829486.625000 Penalty: 4455.474609
	Iteration 15Q: 3 clusters Score -829486.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -829526.750000 Penalty: 4455.474609
	Iteration 16Q: 3 clusters Score -829526.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -829570.062500 Penalty: 4455.474609
	Iteration 17Q: 3 clusters Score -829570.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -829604.750000 Penalty: 4455.474609
	Iteration 18Q: 3 clusters Score -829604.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -829633.000000 Penalty: 4455.474609
	Iteration 19Q: 3 clusters Score -829633 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -829664.000000 Penalty: 4455.474609
	Iteration 20F: 3 clusters Score -829664 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -829689.625000 Penalty: 4455.474609
	Iteration 21Q: 3 clusters Score -829689.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -829701.000000 Penalty: 4455.474609
	Iteration 22Q: 3 clusters Score -829701 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -829719.625000 Penalty: 4455.474609
	Iteration 23Q: 3 clusters Score -829719.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -829745.250000 Penalty: 4455.474609
	Iteration 24Q: 3 clusters Score -829745.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -829778.562500 Penalty: 4455.474609
	Iteration 25Q: 3 clusters Score -829778.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -829817.250000 Penalty: 4455.474609
	Iteration 26Q: 3 clusters Score -829817.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -829847.187500 Penalty: 4455.474609
	Iteration 27Q: 3 clusters Score -829847.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -829879.812500 Penalty: 4455.474609
	Iteration 28Q: 3 clusters Score -829879.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -829911.687500 Penalty: 4455.474609
	Iteration 29Q: 3 clusters Score -829911.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -829946.375000 Penalty: 4455.474609
	Iteration 30Q: 3 clusters Score -829946.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -829965.875000 Penalty: 4455.474609
	Iteration 31Q: 3 clusters Score -829965.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -829987.812500 Penalty: 4455.474609
	Iteration 32Q: 3 clusters Score -829987.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -830006.500000 Penalty: 4455.474609
	Iteration 33Q: 3 clusters Score -830006.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -830026.187500 Penalty: 4455.474609
	Iteration 34Q: 3 clusters Score -830026.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -830045.125000 Penalty: 4455.474609
	Iteration 35Q: 3 clusters Score -830045.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -830062.187500 Penalty: 4455.474609
	Iteration 36Q: 3 clusters Score -830062.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -830078.625000 Penalty: 4455.474609
	Iteration 37Q: 3 clusters Score -830078.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -830091.750000 Penalty: 4455.474609
	Iteration 38Q: 3 clusters Score -830091.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -830104.500000 Penalty: 4455.474609
	Iteration 39Q: 3 clusters Score -830104.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -830120.187500 Penalty: 4455.474609
	Iteration 40F: 3 clusters Score -830120.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -830138.000000 Penalty: 4455.474609
	Iteration 41Q: 3 clusters Score -830138 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -830154.562500 Penalty: 4455.474609
	Iteration 42Q: 3 clusters Score -830154.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -830172.875000 Penalty: 4455.474609
	Iteration 43Q: 3 clusters Score -830172.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -830188.062500 Penalty: 4455.474609
	Iteration 44Q: 3 clusters Score -830188.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -830202.687500 Penalty: 4455.474609
	Iteration 45Q: 3 clusters Score -830202.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -830214.125000 Penalty: 4455.474609
	Iteration 46Q: 3 clusters Score -830214.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -830221.000000 Penalty: 4455.474609
	Iteration 47Q: 3 clusters Score -830221 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -830226.125000 Penalty: 4455.474609
	Iteration 48Q: 3 clusters Score -830226.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -830239.937500 Penalty: 4455.474609
	Iteration 49Q: 3 clusters Score -830239.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -830254.437500 Penalty: 4455.474609
	Iteration 50Q: 3 clusters Score -830254.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -830274.875000 Penalty: 4455.474609
	Iteration 51Q: 3 clusters Score -830274.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -830298.125000 Penalty: 4455.474609
	Iteration 52Q: 3 clusters Score -830298.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -830314.187500 Penalty: 4455.474609
	Iteration 53Q: 3 clusters Score -830314.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -830337.500000 Penalty: 4455.474609
	Iteration 54Q: 3 clusters Score -830337.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -830360.375000 Penalty: 4455.474609
	Iteration 55Q: 3 clusters Score -830360.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -830378.937500 Penalty: 4455.474609
	Iteration 56Q: 3 clusters Score -830378.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -830395.937500 Penalty: 4455.474609
	Iteration 57Q: 3 clusters Score -830395.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -830415.687500 Penalty: 4455.474609
	Iteration 58Q: 3 clusters Score -830415.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -830434.000000 Penalty: 4455.474609
	Iteration 59Q: 3 clusters Score -830434 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -830453.125000 Penalty: 4455.474609
	Iteration 60F: 3 clusters Score -830453.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -830466.875000 Penalty: 4455.474609
	Iteration 61Q: 3 clusters Score -830466.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -830481.062500 Penalty: 4455.474609
	Iteration 62Q: 3 clusters Score -830481.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -830498.312500 Penalty: 4455.474609
	Iteration 63Q: 3 clusters Score -830498.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -830508.812500 Penalty: 4455.474609
	Iteration 64Q: 3 clusters Score -830508.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -830527.812500 Penalty: 4455.474609
	Iteration 65Q: 3 clusters Score -830527.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -830547.375000 Penalty: 4455.474609
	Iteration 66Q: 3 clusters Score -830547.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -830573.937500 Penalty: 4455.474609
	Iteration 67Q: 3 clusters Score -830573.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -830600.562500 Penalty: 4455.474609
	Iteration 68Q: 3 clusters Score -830600.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -830619.187500 Penalty: 4455.474609
	Iteration 69Q: 3 clusters Score -830619.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -830640.125000 Penalty: 4455.474609
	Iteration 70Q: 3 clusters Score -830640.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -830657.875000 Penalty: 4455.474609
	Iteration 71Q: 3 clusters Score -830657.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -830671.750000 Penalty: 4455.474609
	Iteration 72Q: 3 clusters Score -830671.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -830684.812500 Penalty: 4455.474609
	Iteration 73Q: 3 clusters Score -830684.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -830697.875000 Penalty: 4455.474609
	Iteration 74Q: 3 clusters Score -830697.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -830705.750000 Penalty: 4455.474609
	Iteration 75Q: 3 clusters Score -830705.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -830715.750000 Penalty: 4455.474609
	Iteration 76Q: 3 clusters Score -830715.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -830726.500000 Penalty: 4455.474609
	Iteration 77Q: 3 clusters Score -830726.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -830737.687500 Penalty: 4455.474609
	Iteration 78Q: 3 clusters Score -830737.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -830744.625000 Penalty: 4455.474609
	Iteration 79Q: 3 clusters Score -830744.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -830755.750000 Penalty: 4455.474609
	Iteration 80F: 3 clusters Score -830755.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -830766.312500 Penalty: 4455.474609
	Iteration 81Q: 3 clusters Score -830766.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -830776.937500 Penalty: 4455.474609
	Iteration 82Q: 3 clusters Score -830776.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -830787.062500 Penalty: 4455.474609
	Iteration 83Q: 3 clusters Score -830787.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -830789.750000 Penalty: 4455.474609
	Iteration 84Q: 3 clusters Score -830789.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -830794.687500 Penalty: 4455.474609
	Iteration 85Q: 3 clusters Score -830794.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -830796.812500 Penalty: 4455.474609
	Iteration 86Q: 3 clusters Score -830796.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -830801.000000 Penalty: 4455.474609
	Iteration 87Q: 3 clusters Score -830801 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -830804.312500 Penalty: 4455.474609
	Iteration 88Q: 3 clusters Score -830804.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -830806.687500 Penalty: 4455.474609
	Iteration 89Q: 3 clusters Score -830806.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -830809.312500 Penalty: 4455.474609
	Iteration 90Q: 3 clusters Score -830809.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -830814.187500 Penalty: 4455.474609
	Iteration 91Q: 3 clusters Score -830814.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -830817.500000 Penalty: 4455.474609
	Iteration 92Q: 3 clusters Score -830817.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -830819.500000 Penalty: 4455.474609
	Iteration 93Q: 3 clusters Score -830819.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -830820.625000 Penalty: 4455.474609
	Iteration 94Q: 3 clusters Score -830820.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -830822.562500 Penalty: 4455.474609
	Iteration 95Q: 3 clusters Score -830822.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -830824.937500 Penalty: 4455.474609
	Iteration 96Q: 3 clusters Score -830824.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -830825.312500 Penalty: 4455.474609
	Iteration 97Q: 3 clusters Score -830825.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -830826.625000 Penalty: 4455.474609
	Iteration 98Q: 3 clusters Score -830826.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -830827.000000 Penalty: 4455.474609
	Iteration 99Q: 3 clusters Score -830827 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -830829.562500 Penalty: 4455.474609
	Iteration 100F: 3 clusters Score -830829.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -830832.062500 Penalty: 4455.474609
	Iteration 101Q: 3 clusters Score -830832.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -830833.312500 Penalty: 4455.474609
	Iteration 102Q: 3 clusters Score -830833.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -830835.312500 Penalty: 4455.474609
	Iteration 103Q: 3 clusters Score -830835.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -830837.875000 Penalty: 4455.474609
	Iteration 104Q: 3 clusters Score -830837.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -830839.687500 Penalty: 4455.474609
	Iteration 105Q: 3 clusters Score -830839.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -830843.375000 Penalty: 4455.474609
	Iteration 106Q: 3 clusters Score -830843.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -830847.062500 Penalty: 4455.474609
	Iteration 107Q: 3 clusters Score -830847.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -830850.687500 Penalty: 4455.474609
	Iteration 108Q: 3 clusters Score -830850.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -830853.187500 Penalty: 4455.474609
	Iteration 109Q: 3 clusters Score -830853.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -830853.937500 Penalty: 4455.474609
	Iteration 110Q: 3 clusters Score -830853.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -830856.000000 Penalty: 4455.474609
	Iteration 111Q: 3 clusters Score -830856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -830855.250000 Penalty: 4455.474609
	Iteration 112Q: 3 clusters Score -830855.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -830855.250000 Penalty: 4455.474609
	Iteration 113F: 3 clusters Score -830855.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (36816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36816 members 
Entering Unmasked Estep 
Score: -4278584.000000 Penalty: 2607.394531
	Iteration 0F: 2 clusters Score -4278584 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18273 members 
Mstep: Class 2 contains 18543 members 
Entering Unmasked Estep 
Score: -4253414.500000 Penalty: 5214.789062
	Iteration 0F: 3 clusters Score -4253414 nChanged 16844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17843 members 
Mstep: Class 2 contains 18973 members 
Entering Unmasked Estep 
Score: -4262642.000000 Penalty: 5214.789062
	Iteration 1F: 3 clusters Score -4262642 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17681 members 
Mstep: Class 2 contains 19135 members 
Entering Unmasked Estep 
Score: -4263216.500000 Penalty: 5214.789062
	Iteration 2Q: 3 clusters Score -4263216 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17535 members 
Mstep: Class 2 contains 19281 members 
Entering Unmasked Estep 
Score: -4263775.500000 Penalty: 5214.789062
	Iteration 3Q: 3 clusters Score -4263776 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17348 members 
Mstep: Class 2 contains 19468 members 
Entering Unmasked Estep 
Score: -4264339.500000 Penalty: 5214.789062
	Iteration 4Q: 3 clusters Score -4264340 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17124 members 
Mstep: Class 2 contains 19692 members 
Entering Unmasked Estep 
Score: -4265026.000000 Penalty: 5214.789062
	Iteration 5Q: 3 clusters Score -4265026 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16779 members 
Mstep: Class 2 contains 20037 members 
Entering Unmasked Estep 
Score: -4265864.500000 Penalty: 5214.789062
	Iteration 6Q: 3 clusters Score -4265864 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16273 members 
Mstep: Class 2 contains 20543 members 
Entering Unmasked Estep 
Score: -4266767.500000 Penalty: 5214.789062
	Iteration 7Q: 3 clusters Score -4266768 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15635 members 
Mstep: Class 2 contains 21181 members 
Entering Unmasked Estep 
Score: -4267606.000000 Penalty: 5214.789062
	Iteration 8Q: 3 clusters Score -4267606 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14872 members 
Mstep: Class 2 contains 21944 members 
Entering Unmasked Estep 
Score: -4268407.000000 Penalty: 5214.789062
	Iteration 9Q: 3 clusters Score -4268407 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13995 members 
Mstep: Class 2 contains 22821 members 
Entering Unmasked Estep 
Score: -4269116.500000 Penalty: 5214.789062
	Iteration 10Q: 3 clusters Score -4269116 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 23754 members 
Entering Unmasked Estep 
Score: -4269690.000000 Penalty: 5214.789062
	Iteration 11Q: 3 clusters Score -4269690 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 24791 members 
Entering Unmasked Estep 
Score: -4270260.500000 Penalty: 5214.789062
	Iteration 12Q: 3 clusters Score -4270260 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 25913 members 
Entering Unmasked Estep 
Score: -4270846.000000 Penalty: 5214.789062
	Iteration 13Q: 3 clusters Score -4270846 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 27126 members 
Entering Unmasked Estep 
Score: -4271437.500000 Penalty: 5214.789062
	Iteration 14Q: 3 clusters Score -4271438 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 28399 members 
Entering Unmasked Estep 
Score: -4272063.500000 Penalty: 5214.789062
	Iteration 15Q: 3 clusters Score -4272064 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 29700 members 
Entering Unmasked Estep 
Score: -4272757.500000 Penalty: 5214.789062
	Iteration 16Q: 3 clusters Score -4272758 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 30920 members 
Entering Unmasked Estep 
Score: -4273449.000000 Penalty: 5214.789062
	Iteration 17Q: 3 clusters Score -4273449 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 32066 members 
Entering Unmasked Estep 
Score: -4274150.000000 Penalty: 5214.789062
	Iteration 18Q: 3 clusters Score -4274150 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 33031 members 
Entering Unmasked Estep 
Score: -4274727.500000 Penalty: 5214.789062
	Iteration 19Q: 3 clusters Score -4274728 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 33800 members 
Entering Unmasked Estep 
Score: -4275227.000000 Penalty: 5214.789062
	Iteration 20F: 3 clusters Score -4275227 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 34363 members 
Entering Unmasked Estep 
Score: -4275588.000000 Penalty: 5214.789062
	Iteration 21Q: 3 clusters Score -4275588 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 34765 members 
Entering Unmasked Estep 
Score: -4275866.500000 Penalty: 5214.789062
	Iteration 22Q: 3 clusters Score -4275866 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 35060 members 
Entering Unmasked Estep 
Score: -4276068.000000 Penalty: 5214.789062
	Iteration 23Q: 3 clusters Score -4276068 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 35260 members 
Entering Unmasked Estep 
Score: -4276199.000000 Penalty: 5214.789062
	Iteration 24Q: 3 clusters Score -4276199 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 35403 members 
Entering Unmasked Estep 
Score: -4276297.000000 Penalty: 5214.789062
	Iteration 25Q: 3 clusters Score -4276297 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 35512 members 
Entering Unmasked Estep 
Score: -4276380.500000 Penalty: 5214.789062
	Iteration 26Q: 3 clusters Score -4276380 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 35599 members 
Entering Unmasked Estep 
Score: -4276491.500000 Penalty: 5214.789062
	Iteration 27Q: 3 clusters Score -4276492 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 35668 members 
Entering Unmasked Estep 
Score: -4276585.500000 Penalty: 5214.789062
	Iteration 28Q: 3 clusters Score -4276586 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 35704 members 
Entering Unmasked Estep 
Score: -4276633.000000 Penalty: 5214.789062
	Iteration 29Q: 3 clusters Score -4276633 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 35733 members 
Entering Unmasked Estep 
Score: -4276660.500000 Penalty: 5214.789062
	Iteration 30Q: 3 clusters Score -4276660 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 35741 members 
Entering Unmasked Estep 
Score: -4276671.000000 Penalty: 5214.789062
	Iteration 31Q: 3 clusters Score -4276671 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 35748 members 
Entering Unmasked Estep 
Score: -4276677.000000 Penalty: 5214.789062
	Iteration 32Q: 3 clusters Score -4276677 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 35747 members 
Entering Unmasked Estep 
Score: -4276681.500000 Penalty: 5214.789062
	Iteration 33Q: 3 clusters Score -4276682 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 35745 members 
Entering Unmasked Estep 
Score: -4276687.000000 Penalty: 5214.789062
	Iteration 34Q: 3 clusters Score -4276687 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 35748 members 
Entering Unmasked Estep 
Score: -4276690.500000 Penalty: 5214.789062
	Iteration 35Q: 3 clusters Score -4276690 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 35749 members 
Entering Unmasked Estep 
Score: -4276692.500000 Penalty: 5214.789062
	Iteration 36Q: 3 clusters Score -4276692 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 35750 members 
Entering Unmasked Estep 
Score: -4276695.500000 Penalty: 5214.789062
	Iteration 37Q: 3 clusters Score -4276696 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 35748 members 
Entering Unmasked Estep 
Score: -4276701.500000 Penalty: 5214.789062
	Iteration 38Q: 3 clusters Score -4276702 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 35749 members 
Entering Unmasked Estep 
Score: -4276711.500000 Penalty: 5214.789062
	Iteration 39Q: 3 clusters Score -4276712 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 35756 members 
Entering Unmasked Estep 
Score: -4276722.000000 Penalty: 5214.789062
	Iteration 40F: 3 clusters Score -4276722 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 35758 members 
Entering Unmasked Estep 
Score: -4276724.500000 Penalty: 5214.789062
	Iteration 41Q: 3 clusters Score -4276724 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 35760 members 
Entering Unmasked Estep 
Score: -4276730.500000 Penalty: 5214.789062
	Iteration 42Q: 3 clusters Score -4276730 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 35765 members 
Entering Unmasked Estep 
Score: -4276728.500000 Penalty: 5214.789062
	Iteration 43Q: 3 clusters Score -4276728 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 35765 members 
Entering Unmasked Estep 
Score: -4276739.000000 Penalty: 5214.789062
	Iteration 44Q: 3 clusters Score -4276739 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 35769 members 
Entering Unmasked Estep 
Score: -4276744.000000 Penalty: 5214.789062
	Iteration 45Q: 3 clusters Score -4276744 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 35774 members 
Entering Unmasked Estep 
Score: -4276746.500000 Penalty: 5214.789062
	Iteration 46Q: 3 clusters Score -4276746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 35775 members 
Entering Unmasked Estep 
Score: -4276744.500000 Penalty: 5214.789062
	Iteration 47Q: 3 clusters Score -4276744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 35774 members 
Entering Unmasked Estep 
Score: -4276747.000000 Penalty: 5214.789062
	Iteration 48Q: 3 clusters Score -4276747 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 35773 members 
Entering Unmasked Estep 
Score: -4276746.000000 Penalty: 5214.789062
	Iteration 49Q: 3 clusters Score -4276746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 35775 members 
Entering Unmasked Estep 
Score: -4276748.500000 Penalty: 5214.789062
	Iteration 50Q: 3 clusters Score -4276748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 35773 members 
Entering Unmasked Estep 
Score: -4276748.500000 Penalty: 5214.789062
	Iteration 51Q: 3 clusters Score -4276748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 35772 members 
Entering Unmasked Estep 
Score: -4276749.000000 Penalty: 5214.789062
	Iteration 52Q: 3 clusters Score -4276749 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 35772 members 
Entering Unmasked Estep 
Score: -4276749.000000 Penalty: 5214.789062
	Iteration 53F: 3 clusters Score -4276749 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Entering Unmasked Estep 
Score: -560947.125000 Penalty: 2113.846191
	Iteration 0F: 2 clusters Score -560947.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -556466.187500 Penalty: 4227.692383
	Iteration 0F: 3 clusters Score -556466.2 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -557526.187500 Penalty: 4227.692383
	Iteration 1F: 3 clusters Score -557526.2 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -557748.812500 Penalty: 4227.692383
	Iteration 2F: 3 clusters Score -557748.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -557902.562500 Penalty: 4227.692383
	Iteration 3Q: 3 clusters Score -557902.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -558013.625000 Penalty: 4227.692383
	Iteration 4Q: 3 clusters Score -558013.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -558098.187500 Penalty: 4227.692383
	Iteration 5Q: 3 clusters Score -558098.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -558160.937500 Penalty: 4227.692383
	Iteration 6Q: 3 clusters Score -558160.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -558205.812500 Penalty: 4227.692383
	Iteration 7Q: 3 clusters Score -558205.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -558237.687500 Penalty: 4227.692383
	Iteration 8Q: 3 clusters Score -558237.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -558263.062500 Penalty: 4227.692383
	Iteration 9Q: 3 clusters Score -558263.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -558293.187500 Penalty: 4227.692383
	Iteration 10Q: 3 clusters Score -558293.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -558329.125000 Penalty: 4227.692383
	Iteration 11Q: 3 clusters Score -558329.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -558360.562500 Penalty: 4227.692383
	Iteration 12Q: 3 clusters Score -558360.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -558392.625000 Penalty: 4227.692383
	Iteration 13Q: 3 clusters Score -558392.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -558425.562500 Penalty: 4227.692383
	Iteration 14Q: 3 clusters Score -558425.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -558457.250000 Penalty: 4227.692383
	Iteration 15Q: 3 clusters Score -558457.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -558487.875000 Penalty: 4227.692383
	Iteration 16Q: 3 clusters Score -558487.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -558508.312500 Penalty: 4227.692383
	Iteration 17Q: 3 clusters Score -558508.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -558524.812500 Penalty: 4227.692383
	Iteration 18Q: 3 clusters Score -558524.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -558541.062500 Penalty: 4227.692383
	Iteration 19Q: 3 clusters Score -558541.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -558555.750000 Penalty: 4227.692383
	Iteration 20F: 3 clusters Score -558555.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -558573.437500 Penalty: 4227.692383
	Iteration 21Q: 3 clusters Score -558573.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -558595.437500 Penalty: 4227.692383
	Iteration 22Q: 3 clusters Score -558595.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -558613.937500 Penalty: 4227.692383
	Iteration 23Q: 3 clusters Score -558613.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -558628.000000 Penalty: 4227.692383
	Iteration 24Q: 3 clusters Score -558628 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -558635.750000 Penalty: 4227.692383
	Iteration 25Q: 3 clusters Score -558635.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -558642.562500 Penalty: 4227.692383
	Iteration 26Q: 3 clusters Score -558642.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -558650.187500 Penalty: 4227.692383
	Iteration 27Q: 3 clusters Score -558650.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -558656.750000 Penalty: 4227.692383
	Iteration 28Q: 3 clusters Score -558656.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -558663.375000 Penalty: 4227.692383
	Iteration 29Q: 3 clusters Score -558663.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -558674.250000 Penalty: 4227.692383
	Iteration 30Q: 3 clusters Score -558674.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -558688.500000 Penalty: 4227.692383
	Iteration 31Q: 3 clusters Score -558688.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -558700.437500 Penalty: 4227.692383
	Iteration 32Q: 3 clusters Score -558700.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -558713.437500 Penalty: 4227.692383
	Iteration 33Q: 3 clusters Score -558713.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -558727.500000 Penalty: 4227.692383
	Iteration 34Q: 3 clusters Score -558727.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -558737.875000 Penalty: 4227.692383
	Iteration 35Q: 3 clusters Score -558737.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -558748.625000 Penalty: 4227.692383
	Iteration 36Q: 3 clusters Score -558748.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -558757.625000 Penalty: 4227.692383
	Iteration 37Q: 3 clusters Score -558757.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -558769.312500 Penalty: 4227.692383
	Iteration 38Q: 3 clusters Score -558769.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -558777.375000 Penalty: 4227.692383
	Iteration 39Q: 3 clusters Score -558777.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -558786.437500 Penalty: 4227.692383
	Iteration 40F: 3 clusters Score -558786.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -558794.750000 Penalty: 4227.692383
	Iteration 41Q: 3 clusters Score -558794.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -558805.187500 Penalty: 4227.692383
	Iteration 42Q: 3 clusters Score -558805.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -558814.875000 Penalty: 4227.692383
	Iteration 43Q: 3 clusters Score -558814.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -558823.500000 Penalty: 4227.692383
	Iteration 44Q: 3 clusters Score -558823.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -558828.500000 Penalty: 4227.692383
	Iteration 45Q: 3 clusters Score -558828.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -558834.375000 Penalty: 4227.692383
	Iteration 46Q: 3 clusters Score -558834.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -558838.250000 Penalty: 4227.692383
	Iteration 47Q: 3 clusters Score -558838.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -558845.687500 Penalty: 4227.692383
	Iteration 48Q: 3 clusters Score -558845.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -558852.937500 Penalty: 4227.692383
	Iteration 49Q: 3 clusters Score -558852.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -558860.187500 Penalty: 4227.692383
	Iteration 50Q: 3 clusters Score -558860.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -558867.312500 Penalty: 4227.692383
	Iteration 51Q: 3 clusters Score -558867.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -558872.375000 Penalty: 4227.692383
	Iteration 52Q: 3 clusters Score -558872.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -558880.375000 Penalty: 4227.692383
	Iteration 53Q: 3 clusters Score -558880.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -558892.625000 Penalty: 4227.692383
	Iteration 54Q: 3 clusters Score -558892.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -558900.625000 Penalty: 4227.692383
	Iteration 55Q: 3 clusters Score -558900.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -558910.375000 Penalty: 4227.692383
	Iteration 56Q: 3 clusters Score -558910.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -558920.625000 Penalty: 4227.692383
	Iteration 57Q: 3 clusters Score -558920.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -558926.187500 Penalty: 4227.692383
	Iteration 58Q: 3 clusters Score -558926.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -558936.812500 Penalty: 4227.692383
	Iteration 59Q: 3 clusters Score -558936.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -558948.000000 Penalty: 4227.692383
	Iteration 60F: 3 clusters Score -558948 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -558959.125000 Penalty: 4227.692383
	Iteration 61Q: 3 clusters Score -558959.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -558967.000000 Penalty: 4227.692383
	Iteration 62Q: 3 clusters Score -558967 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -558973.625000 Penalty: 4227.692383
	Iteration 63Q: 3 clusters Score -558973.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -558978.750000 Penalty: 4227.692383
	Iteration 64Q: 3 clusters Score -558978.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -558982.875000 Penalty: 4227.692383
	Iteration 65Q: 3 clusters Score -558982.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -558985.750000 Penalty: 4227.692383
	Iteration 66Q: 3 clusters Score -558985.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -558989.187500 Penalty: 4227.692383
	Iteration 67Q: 3 clusters Score -558989.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -558993.250000 Penalty: 4227.692383
	Iteration 68Q: 3 clusters Score -558993.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -558996.625000 Penalty: 4227.692383
	Iteration 69Q: 3 clusters Score -558996.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -558997.750000 Penalty: 4227.692383
	Iteration 70Q: 3 clusters Score -558997.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -559001.875000 Penalty: 4227.692383
	Iteration 71Q: 3 clusters Score -559001.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -559005.000000 Penalty: 4227.692383
	Iteration 72Q: 3 clusters Score -559005 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -559008.500000 Penalty: 4227.692383
	Iteration 73Q: 3 clusters Score -559008.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -559014.500000 Penalty: 4227.692383
	Iteration 74Q: 3 clusters Score -559014.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -559016.062500 Penalty: 4227.692383
	Iteration 75Q: 3 clusters Score -559016.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -559021.500000 Penalty: 4227.692383
	Iteration 76Q: 3 clusters Score -559021.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -559026.000000 Penalty: 4227.692383
	Iteration 77Q: 3 clusters Score -559026 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -559030.625000 Penalty: 4227.692383
	Iteration 78Q: 3 clusters Score -559030.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -559036.937500 Penalty: 4227.692383
	Iteration 79Q: 3 clusters Score -559036.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -559040.250000 Penalty: 4227.692383
	Iteration 80F: 3 clusters Score -559040.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -559048.375000 Penalty: 4227.692383
	Iteration 81Q: 3 clusters Score -559048.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -559059.000000 Penalty: 4227.692383
	Iteration 82Q: 3 clusters Score -559059 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -559070.625000 Penalty: 4227.692383
	Iteration 83Q: 3 clusters Score -559070.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -559077.687500 Penalty: 4227.692383
	Iteration 84Q: 3 clusters Score -559077.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -559083.125000 Penalty: 4227.692383
	Iteration 85Q: 3 clusters Score -559083.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -559086.687500 Penalty: 4227.692383
	Iteration 86Q: 3 clusters Score -559086.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -559093.437500 Penalty: 4227.692383
	Iteration 87Q: 3 clusters Score -559093.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -559099.437500 Penalty: 4227.692383
	Iteration 88Q: 3 clusters Score -559099.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -559106.187500 Penalty: 4227.692383
	Iteration 89Q: 3 clusters Score -559106.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -559111.562500 Penalty: 4227.692383
	Iteration 90Q: 3 clusters Score -559111.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -559118.687500 Penalty: 4227.692383
	Iteration 91Q: 3 clusters Score -559118.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -559122.250000 Penalty: 4227.692383
	Iteration 92Q: 3 clusters Score -559122.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -559126.250000 Penalty: 4227.692383
	Iteration 93Q: 3 clusters Score -559126.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -559130.250000 Penalty: 4227.692383
	Iteration 94Q: 3 clusters Score -559130.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -559135.000000 Penalty: 4227.692383
	Iteration 95Q: 3 clusters Score -559135 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -559140.187500 Penalty: 4227.692383
	Iteration 96Q: 3 clusters Score -559140.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -559144.500000 Penalty: 4227.692383
	Iteration 97Q: 3 clusters Score -559144.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -559147.187500 Penalty: 4227.692383
	Iteration 98Q: 3 clusters Score -559147.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -559150.437500 Penalty: 4227.692383
	Iteration 99Q: 3 clusters Score -559150.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -559152.937500 Penalty: 4227.692383
	Iteration 100F: 3 clusters Score -559152.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -559156.250000 Penalty: 4227.692383
	Iteration 101Q: 3 clusters Score -559156.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -559159.625000 Penalty: 4227.692383
	Iteration 102Q: 3 clusters Score -559159.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -559161.625000 Penalty: 4227.692383
	Iteration 103Q: 3 clusters Score -559161.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -559164.312500 Penalty: 4227.692383
	Iteration 104Q: 3 clusters Score -559164.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -559169.250000 Penalty: 4227.692383
	Iteration 105Q: 3 clusters Score -559169.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -559174.875000 Penalty: 4227.692383
	Iteration 106Q: 3 clusters Score -559174.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -559180.625000 Penalty: 4227.692383
	Iteration 107Q: 3 clusters Score -559180.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -559188.125000 Penalty: 4227.692383
	Iteration 108Q: 3 clusters Score -559188.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -559193.937500 Penalty: 4227.692383
	Iteration 109Q: 3 clusters Score -559193.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -559202.062500 Penalty: 4227.692383
	Iteration 110Q: 3 clusters Score -559202.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -559211.062500 Penalty: 4227.692383
	Iteration 111Q: 3 clusters Score -559211.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -559224.125000 Penalty: 4227.692383
	Iteration 112Q: 3 clusters Score -559224.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -559234.187500 Penalty: 4227.692383
	Iteration 113Q: 3 clusters Score -559234.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -559245.125000 Penalty: 4227.692383
	Iteration 114Q: 3 clusters Score -559245.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -559256.875000 Penalty: 4227.692383
	Iteration 115Q: 3 clusters Score -559256.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -559263.312500 Penalty: 4227.692383
	Iteration 116Q: 3 clusters Score -559263.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -559269.562500 Penalty: 4227.692383
	Iteration 117Q: 3 clusters Score -559269.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -559275.750000 Penalty: 4227.692383
	Iteration 118Q: 3 clusters Score -559275.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -559282.812500 Penalty: 4227.692383
	Iteration 119Q: 3 clusters Score -559282.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -559286.250000 Penalty: 4227.692383
	Iteration 120F: 3 clusters Score -559286.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -559290.125000 Penalty: 4227.692383
	Iteration 121Q: 3 clusters Score -559290.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -559294.375000 Penalty: 4227.692383
	Iteration 122Q: 3 clusters Score -559294.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -559300.062500 Penalty: 4227.692383
	Iteration 123Q: 3 clusters Score -559300.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -559303.312500 Penalty: 4227.692383
	Iteration 124Q: 3 clusters Score -559303.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -559304.000000 Penalty: 4227.692383
	Iteration 125Q: 3 clusters Score -559304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -559307.187500 Penalty: 4227.692383
	Iteration 126Q: 3 clusters Score -559307.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -559308.562500 Penalty: 4227.692383
	Iteration 127Q: 3 clusters Score -559308.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -559308.562500 Penalty: 4227.692383
	Iteration 128F: 3 clusters Score -559308.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Entering Unmasked Estep 
Score: -466823.718750 Penalty: 2062.927002
	Iteration 0F: 2 clusters Score -466823.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -462879.531250 Penalty: 4125.854004
	Iteration 0F: 3 clusters Score -462879.5 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -463786.062500 Penalty: 4125.854004
	Iteration 1F: 3 clusters Score -463786.1 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -464038.687500 Penalty: 4125.854004
	Iteration 2F: 3 clusters Score -464038.7 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -464252.218750 Penalty: 4125.854004
	Iteration 3F: 3 clusters Score -464252.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -464446.718750 Penalty: 4125.854004
	Iteration 4F: 3 clusters Score -464446.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -464606.093750 Penalty: 4125.854004
	Iteration 5Q: 3 clusters Score -464606.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -464750.562500 Penalty: 4125.854004
	Iteration 6Q: 3 clusters Score -464750.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -464891.593750 Penalty: 4125.854004
	Iteration 7Q: 3 clusters Score -464891.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -465014.125000 Penalty: 4125.854004
	Iteration 8Q: 3 clusters Score -465014.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -465121.218750 Penalty: 4125.854004
	Iteration 9Q: 3 clusters Score -465121.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -465199.000000 Penalty: 4125.854004
	Iteration 10Q: 3 clusters Score -465199 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -465255.500000 Penalty: 4125.854004
	Iteration 11Q: 3 clusters Score -465255.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -465300.406250 Penalty: 4125.854004
	Iteration 12Q: 3 clusters Score -465300.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -465323.531250 Penalty: 4125.854004
	Iteration 13Q: 3 clusters Score -465323.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -465340.875000 Penalty: 4125.854004
	Iteration 14Q: 3 clusters Score -465340.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -465351.968750 Penalty: 4125.854004
	Iteration 15Q: 3 clusters Score -465352 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -465357.500000 Penalty: 4125.854004
	Iteration 16Q: 3 clusters Score -465357.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -465360.437500 Penalty: 4125.854004
	Iteration 17Q: 3 clusters Score -465360.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -465362.718750 Penalty: 4125.854004
	Iteration 18Q: 3 clusters Score -465362.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -465366.750000 Penalty: 4125.854004
	Iteration 19Q: 3 clusters Score -465366.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -465370.187500 Penalty: 4125.854004
	Iteration 20F: 3 clusters Score -465370.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -465371.593750 Penalty: 4125.854004
	Iteration 21Q: 3 clusters Score -465371.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -465373.031250 Penalty: 4125.854004
	Iteration 22Q: 3 clusters Score -465373 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -465372.937500 Penalty: 4125.854004
	Iteration 23Q: 3 clusters Score -465372.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -465372.937500 Penalty: 4125.854004
	Iteration 24F: 3 clusters Score -465372.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Entering Unmasked Estep 
Score: -1051536.625000 Penalty: 2262.080078
	Iteration 0F: 2 clusters Score -1051537 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -1044395.812500 Penalty: 4524.160156
	Iteration 0F: 3 clusters Score -1044396 nChanged 3797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -1046401.125000 Penalty: 4524.160156
	Iteration 1F: 3 clusters Score -1046401 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -1046753.500000 Penalty: 4524.160156
	Iteration 2F: 3 clusters Score -1046754 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -1047012.937500 Penalty: 4524.160156
	Iteration 3F: 3 clusters Score -1047013 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -1047230.625000 Penalty: 4524.160156
	Iteration 4Q: 3 clusters Score -1047231 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -1047470.187500 Penalty: 4524.160156
	Iteration 5Q: 3 clusters Score -1047470 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -1047710.500000 Penalty: 4524.160156
	Iteration 6Q: 3 clusters Score -1047710 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -1048017.312500 Penalty: 4524.160156
	Iteration 7Q: 3 clusters Score -1048017 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -1048370.875000 Penalty: 4524.160156
	Iteration 8F: 3 clusters Score -1048371 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1048743.250000 Penalty: 4524.160156
	Iteration 9F: 3 clusters Score -1048743 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -1049086.250000 Penalty: 4524.160156
	Iteration 10Q: 3 clusters Score -1049086 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -1049359.875000 Penalty: 4524.160156
	Iteration 11Q: 3 clusters Score -1049360 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -1049563.375000 Penalty: 4524.160156
	Iteration 12Q: 3 clusters Score -1049563 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -1049746.375000 Penalty: 4524.160156
	Iteration 13Q: 3 clusters Score -1049746 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -1049887.375000 Penalty: 4524.160156
	Iteration 14Q: 3 clusters Score -1049887 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -1049993.750000 Penalty: 4524.160156
	Iteration 15Q: 3 clusters Score -1049994 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -1050059.500000 Penalty: 4524.160156
	Iteration 16Q: 3 clusters Score -1050060 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -1050101.375000 Penalty: 4524.160156
	Iteration 17Q: 3 clusters Score -1050101 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -1050130.875000 Penalty: 4524.160156
	Iteration 18Q: 3 clusters Score -1050131 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -1050158.000000 Penalty: 4524.160156
	Iteration 19Q: 3 clusters Score -1050158 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -1050172.875000 Penalty: 4524.160156
	Iteration 20F: 3 clusters Score -1050173 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -1050183.125000 Penalty: 4524.160156
	Iteration 21Q: 3 clusters Score -1050183 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -1050188.500000 Penalty: 4524.160156
	Iteration 22Q: 3 clusters Score -1050188 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -1050194.875000 Penalty: 4524.160156
	Iteration 23Q: 3 clusters Score -1050195 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -1050198.375000 Penalty: 4524.160156
	Iteration 24Q: 3 clusters Score -1050198 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -1050199.750000 Penalty: 4524.160156
	Iteration 25Q: 3 clusters Score -1050200 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -1050201.375000 Penalty: 4524.160156
	Iteration 26Q: 3 clusters Score -1050201 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -1050201.875000 Penalty: 4524.160156
	Iteration 27Q: 3 clusters Score -1050202 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -1050207.250000 Penalty: 4524.160156
	Iteration 28Q: 3 clusters Score -1050207 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -1050211.625000 Penalty: 4524.160156
	Iteration 29Q: 3 clusters Score -1050212 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -1050217.750000 Penalty: 4524.160156
	Iteration 30Q: 3 clusters Score -1050218 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -1050219.250000 Penalty: 4524.160156
	Iteration 31Q: 3 clusters Score -1050219 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -1050225.000000 Penalty: 4524.160156
	Iteration 32Q: 3 clusters Score -1050225 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -1050226.250000 Penalty: 4524.160156
	Iteration 33Q: 3 clusters Score -1050226 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -1050226.625000 Penalty: 4524.160156
	Iteration 34Q: 3 clusters Score -1050227 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -1050229.750000 Penalty: 4524.160156
	Iteration 35Q: 3 clusters Score -1050230 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -1050231.750000 Penalty: 4524.160156
	Iteration 36Q: 3 clusters Score -1050232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -1050232.875000 Penalty: 4524.160156
	Iteration 37Q: 3 clusters Score -1050233 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -1050234.125000 Penalty: 4524.160156
	Iteration 38Q: 3 clusters Score -1050234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -1050232.750000 Penalty: 4524.160156
	Iteration 39Q: 3 clusters Score -1050233 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -1050233.375000 Penalty: 4524.160156
	Iteration 40F: 3 clusters Score -1050233 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -1050234.750000 Penalty: 4524.160156
	Iteration 41Q: 3 clusters Score -1050235 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -1050235.750000 Penalty: 4524.160156
	Iteration 42Q: 3 clusters Score -1050236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -1050235.000000 Penalty: 4524.160156
	Iteration 43Q: 3 clusters Score -1050235 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -1050236.750000 Penalty: 4524.160156
	Iteration 44Q: 3 clusters Score -1050237 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -1050236.750000 Penalty: 4524.160156
	Iteration 45F: 3 clusters Score -1050237 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (30304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30304 members 
Entering Unmasked Estep 
Score: -3458937.250000 Penalty: 2559.120605
	Iteration 0F: 2 clusters Score -3458937 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15205 members 
Mstep: Class 2 contains 15099 members 
Entering Unmasked Estep 
Score: -3438219.250000 Penalty: 5118.241211
	Iteration 0F: 3 clusters Score -3438219 nChanged 13667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15596 members 
Mstep: Class 2 contains 14708 members 
Entering Unmasked Estep 
Score: -3445614.250000 Penalty: 5118.241211
	Iteration 1F: 3 clusters Score -3445614 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15850 members 
Mstep: Class 2 contains 14454 members 
Entering Unmasked Estep 
Score: -3446051.500000 Penalty: 5118.241211
	Iteration 2Q: 3 clusters Score -3446052 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16171 members 
Mstep: Class 2 contains 14133 members 
Entering Unmasked Estep 
Score: -3446432.500000 Penalty: 5118.241211
	Iteration 3Q: 3 clusters Score -3446432 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16636 members 
Mstep: Class 2 contains 13668 members 
Entering Unmasked Estep 
Score: -3446832.250000 Penalty: 5118.241211
	Iteration 4Q: 3 clusters Score -3446832 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17259 members 
Mstep: Class 2 contains 13045 members 
Entering Unmasked Estep 
Score: -3447280.750000 Penalty: 5118.241211
	Iteration 5Q: 3 clusters Score -3447281 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18054 members 
Mstep: Class 2 contains 12250 members 
Entering Unmasked Estep 
Score: -3447825.500000 Penalty: 5118.241211
	Iteration 6Q: 3 clusters Score -3447826 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19107 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -3448471.500000 Penalty: 5118.241211
	Iteration 7Q: 3 clusters Score -3448472 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20377 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -3449297.000000 Penalty: 5118.241211
	Iteration 8Q: 3 clusters Score -3449297 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21774 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -3450201.000000 Penalty: 5118.241211
	Iteration 9F: 3 clusters Score -3450201 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23316 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -3451306.000000 Penalty: 5118.241211
	Iteration 10F: 3 clusters Score -3451306 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24913 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -3452524.250000 Penalty: 5118.241211
	Iteration 11F: 3 clusters Score -3452524 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26395 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -3453720.000000 Penalty: 5118.241211
	Iteration 12Q: 3 clusters Score -3453720 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27602 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -3454743.500000 Penalty: 5118.241211
	Iteration 13Q: 3 clusters Score -3454744 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28486 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -3455512.250000 Penalty: 5118.241211
	Iteration 14Q: 3 clusters Score -3455512 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29027 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -3456011.500000 Penalty: 5118.241211
	Iteration 15Q: 3 clusters Score -3456012 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29335 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -3456330.750000 Penalty: 5118.241211
	Iteration 16Q: 3 clusters Score -3456331 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29508 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -3456511.250000 Penalty: 5118.241211
	Iteration 17Q: 3 clusters Score -3456511 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29598 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -3456611.250000 Penalty: 5118.241211
	Iteration 18Q: 3 clusters Score -3456611 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29661 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -3456679.000000 Penalty: 5118.241211
	Iteration 19Q: 3 clusters Score -3456679 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29712 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -3456733.000000 Penalty: 5118.241211
	Iteration 20F: 3 clusters Score -3456733 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29744 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -3456784.000000 Penalty: 5118.241211
	Iteration 21Q: 3 clusters Score -3456784 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29767 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -3456818.500000 Penalty: 5118.241211
	Iteration 22Q: 3 clusters Score -3456818 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29782 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -3456841.000000 Penalty: 5118.241211
	Iteration 23Q: 3 clusters Score -3456841 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29790 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -3456859.750000 Penalty: 5118.241211
	Iteration 24Q: 3 clusters Score -3456860 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29798 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -3456870.750000 Penalty: 5118.241211
	Iteration 25Q: 3 clusters Score -3456871 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29803 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -3456883.250000 Penalty: 5118.241211
	Iteration 26Q: 3 clusters Score -3456883 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29805 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -3456895.000000 Penalty: 5118.241211
	Iteration 27Q: 3 clusters Score -3456895 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29807 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -3456895.750000 Penalty: 5118.241211
	Iteration 28Q: 3 clusters Score -3456896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29809 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -3456896.500000 Penalty: 5118.241211
	Iteration 29Q: 3 clusters Score -3456896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29811 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -3456895.500000 Penalty: 5118.241211
	Iteration 30Q: 3 clusters Score -3456896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29809 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -3456895.000000 Penalty: 5118.241211
	Iteration 31Q: 3 clusters Score -3456895 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29808 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -3456898.750000 Penalty: 5118.241211
	Iteration 32Q: 3 clusters Score -3456899 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29807 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -3456899.000000 Penalty: 5118.241211
	Iteration 33Q: 3 clusters Score -3456899 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29807 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -3456899.000000 Penalty: 5118.241211
	Iteration 34F: 3 clusters Score -3456899 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (10239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Entering Unmasked Estep 
Score: -1180542.375000 Penalty: 2290.021973
	Iteration 0F: 2 clusters Score -1180542 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -1172686.250000 Penalty: 4580.043945
	Iteration 0F: 3 clusters Score -1172686 nChanged 4241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -1174945.625000 Penalty: 4580.043945
	Iteration 1F: 3 clusters Score -1174946 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -1175242.750000 Penalty: 4580.043945
	Iteration 2F: 3 clusters Score -1175243 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -1175496.750000 Penalty: 4580.043945
	Iteration 3F: 3 clusters Score -1175497 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -1175737.750000 Penalty: 4580.043945
	Iteration 4Q: 3 clusters Score -1175738 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -1175989.875000 Penalty: 4580.043945
	Iteration 5Q: 3 clusters Score -1175990 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -1176244.000000 Penalty: 4580.043945
	Iteration 6Q: 3 clusters Score -1176244 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -1176495.375000 Penalty: 4580.043945
	Iteration 7Q: 3 clusters Score -1176495 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -1176745.750000 Penalty: 4580.043945
	Iteration 8Q: 3 clusters Score -1176746 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -1177030.125000 Penalty: 4580.043945
	Iteration 9Q: 3 clusters Score -1177030 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -1177313.875000 Penalty: 4580.043945
	Iteration 10Q: 3 clusters Score -1177314 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -1177565.375000 Penalty: 4580.043945
	Iteration 11Q: 3 clusters Score -1177565 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -1177787.875000 Penalty: 4580.043945
	Iteration 12Q: 3 clusters Score -1177788 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -1177932.375000 Penalty: 4580.043945
	Iteration 13Q: 3 clusters Score -1177932 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -1178027.000000 Penalty: 4580.043945
	Iteration 14Q: 3 clusters Score -1178027 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -1178095.500000 Penalty: 4580.043945
	Iteration 15Q: 3 clusters Score -1178096 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -1178145.125000 Penalty: 4580.043945
	Iteration 16Q: 3 clusters Score -1178145 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -1178175.500000 Penalty: 4580.043945
	Iteration 17Q: 3 clusters Score -1178176 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -1178191.125000 Penalty: 4580.043945
	Iteration 18Q: 3 clusters Score -1178191 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -1178206.125000 Penalty: 4580.043945
	Iteration 19Q: 3 clusters Score -1178206 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -1178216.625000 Penalty: 4580.043945
	Iteration 20F: 3 clusters Score -1178217 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -1178224.750000 Penalty: 4580.043945
	Iteration 21Q: 3 clusters Score -1178225 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -1178224.625000 Penalty: 4580.043945
	Iteration 22Q: 3 clusters Score -1178225 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -1178230.000000 Penalty: 4580.043945
	Iteration 23Q: 3 clusters Score -1178230 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -1178230.125000 Penalty: 4580.043945
	Iteration 24Q: 3 clusters Score -1178230 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -1178231.375000 Penalty: 4580.043945
	Iteration 25Q: 3 clusters Score -1178231 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -1178233.125000 Penalty: 4580.043945
	Iteration 26Q: 3 clusters Score -1178233 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -1178232.000000 Penalty: 4580.043945
	Iteration 27Q: 3 clusters Score -1178232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -1178232.250000 Penalty: 4580.043945
	Iteration 28Q: 3 clusters Score -1178232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -1178231.625000 Penalty: 4580.043945
	Iteration 29Q: 3 clusters Score -1178232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -1178231.625000 Penalty: 4580.043945
	Iteration 30Q: 3 clusters Score -1178232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -1178230.625000 Penalty: 4580.043945
	Iteration 31Q: 3 clusters Score -1178231 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -1178231.875000 Penalty: 4580.043945
	Iteration 32Q: 3 clusters Score -1178232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -1178232.875000 Penalty: 4580.043945
	Iteration 33Q: 3 clusters Score -1178233 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -1178232.625000 Penalty: 4580.043945
	Iteration 34Q: 3 clusters Score -1178233 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -1178232.500000 Penalty: 4580.043945
	Iteration 35Q: 3 clusters Score -1178232 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -1178234.500000 Penalty: 4580.043945
	Iteration 36Q: 3 clusters Score -1178234 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -1178238.875000 Penalty: 4580.043945
	Iteration 37Q: 3 clusters Score -1178239 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -1178238.375000 Penalty: 4580.043945
	Iteration 38Q: 3 clusters Score -1178238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -1178238.875000 Penalty: 4580.043945
	Iteration 39Q: 3 clusters Score -1178239 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -1178238.875000 Penalty: 4580.043945
	Iteration 40F: 3 clusters Score -1178239 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Entering Unmasked Estep 
Score: -124095.835938 Penalty: 1754.380981
	Iteration 0F: 2 clusters Score -124095.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -122069.093750 Penalty: 3508.761963
	Iteration 0F: 3 clusters Score -122069.1 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -122494.484375 Penalty: 3508.761963
	Iteration 1F: 3 clusters Score -122494.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -122767.882812 Penalty: 3508.761963
	Iteration 2F: 3 clusters Score -122767.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -123109.984375 Penalty: 3508.761963
	Iteration 3F: 3 clusters Score -123110 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -123476.890625 Penalty: 3508.761963
	Iteration 4F: 3 clusters Score -123476.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -123723.890625 Penalty: 3508.761963
	Iteration 5F: 3 clusters Score -123723.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -123999.937500 Penalty: 3508.761963
	Iteration 6Q: 3 clusters Score -123999.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -124097.960938 Penalty: 3508.761963
	Iteration 7Q: 3 clusters Score -124098 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -124138.093750 Penalty: 3508.761963
	Iteration 8Q: 3 clusters Score -124138.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -124170.382812 Penalty: 3508.761963
	Iteration 9Q: 3 clusters Score -124170.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -124182.351562 Penalty: 3508.761963
	Iteration 10Q: 3 clusters Score -124182.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -124185.781250 Penalty: 3508.761963
	Iteration 11Q: 3 clusters Score -124185.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -124187.101562 Penalty: 3508.761963
	Iteration 12Q: 3 clusters Score -124187.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -124187.101562 Penalty: 3508.761963
	Iteration 13F: 3 clusters Score -124187.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 952 members 
Mstep: Class 3 contains 213155 members 
Mstep: Class 4 contains 12483 members 
Mstep: Class 5 contains 86803 members 
Mstep: Class 6 contains 15932 members 
Mstep: Class 7 contains 11340 members 
Mstep: Class 8 contains 20189 members 
Mstep: Class 9 contains 7229 members 
Mstep: Class 10 contains 43280 members 
Mstep: Class 11 contains 7965 members 
Mstep: Class 12 contains 36816 members 
Mstep: Class 13 contains 5032 members 
Mstep: Class 14 contains 4098 members 
Mstep: Class 15 contains 9148 members 
Mstep: Class 16 contains 30304 members 
Mstep: Class 17 contains 10239 members 
Mstep: Class 18 contains 706 members 
Mstep: Class 19 contains 35164 members 
Mstep: Class 20 contains 119056 members 
Mstep: Class 21 contains 75817 members 
Mstep: Class 22 contains 1511 members 
Mstep: Class 23 contains 1354 members 
Mstep: Class 24 contains 228808 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4185 members 
Mstep: Class 27 contains 71335 members 
Mstep: Class 28 contains 25606 members 
Mstep: Class 29 contains 4146 members 
Mstep: Class 30 contains 6537 members 
Mstep: Class 31 contains 3821 members 
Mstep: Class 32 contains 2018 members 
Mstep: Class 33 contains 5088 members 
Mstep: Class 34 contains 237907 members 
Mstep: Class 35 contains 17025 members 
Mstep: Class 36 contains 475 members 
Entering Unmasked Estep 
Score: -155650960.000000 Penalty: 126091.726562
Splitting cluster 18 changes total score from -155652720.000000 to -155650960.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (35164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35164 members 
Entering Unmasked Estep 
Score: -3868898.750000 Penalty: 2596.009033
	Iteration 0F: 2 clusters Score -3868899 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17481 members 
Mstep: Class 2 contains 17683 members 
Entering Unmasked Estep 
Score: -3844947.500000 Penalty: 5192.018066
	Iteration 0F: 3 clusters Score -3844948 nChanged 15922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16593 members 
Mstep: Class 2 contains 18571 members 
Entering Unmasked Estep 
Score: -3853744.250000 Penalty: 5192.018066
	Iteration 1F: 3 clusters Score -3853744 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16052 members 
Mstep: Class 2 contains 19112 members 
Entering Unmasked Estep 
Score: -3854330.500000 Penalty: 5192.018066
	Iteration 2Q: 3 clusters Score -3854330 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15395 members 
Mstep: Class 2 contains 19769 members 
Entering Unmasked Estep 
Score: -3854895.750000 Penalty: 5192.018066
	Iteration 3Q: 3 clusters Score -3854896 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14571 members 
Mstep: Class 2 contains 20593 members 
Entering Unmasked Estep 
Score: -3855493.500000 Penalty: 5192.018066
	Iteration 4Q: 3 clusters Score -3855494 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13525 members 
Mstep: Class 2 contains 21639 members 
Entering Unmasked Estep 
Score: -3856200.000000 Penalty: 5192.018066
	Iteration 5Q: 3 clusters Score -3856200 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 23039 members 
Entering Unmasked Estep 
Score: -3857119.000000 Penalty: 5192.018066
	Iteration 6Q: 3 clusters Score -3857119 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 24700 members 
Entering Unmasked Estep 
Score: -3858347.250000 Penalty: 5192.018066
	Iteration 7F: 3 clusters Score -3858347 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 26669 members 
Entering Unmasked Estep 
Score: -3859892.750000 Penalty: 5192.018066
	Iteration 8F: 3 clusters Score -3859893 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 28722 members 
Entering Unmasked Estep 
Score: -3861600.500000 Penalty: 5192.018066
	Iteration 9F: 3 clusters Score -3861600 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 30576 members 
Entering Unmasked Estep 
Score: -3863203.750000 Penalty: 5192.018066
	Iteration 10F: 3 clusters Score -3863204 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 32012 members 
Entering Unmasked Estep 
Score: -3864406.500000 Penalty: 5192.018066
	Iteration 11Q: 3 clusters Score -3864406 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 33014 members 
Entering Unmasked Estep 
Score: -3865182.000000 Penalty: 5192.018066
	Iteration 12Q: 3 clusters Score -3865182 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 33654 members 
Entering Unmasked Estep 
Score: -3865680.750000 Penalty: 5192.018066
	Iteration 13Q: 3 clusters Score -3865681 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 34062 members 
Entering Unmasked Estep 
Score: -3866007.500000 Penalty: 5192.018066
	Iteration 14Q: 3 clusters Score -3866008 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 34315 members 
Entering Unmasked Estep 
Score: -3866218.500000 Penalty: 5192.018066
	Iteration 15Q: 3 clusters Score -3866218 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 34472 members 
Entering Unmasked Estep 
Score: -3866360.000000 Penalty: 5192.018066
	Iteration 16Q: 3 clusters Score -3866360 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 34567 members 
Entering Unmasked Estep 
Score: -3866445.250000 Penalty: 5192.018066
	Iteration 17Q: 3 clusters Score -3866445 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 34624 members 
Entering Unmasked Estep 
Score: -3866508.250000 Penalty: 5192.018066
	Iteration 18Q: 3 clusters Score -3866508 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 34662 members 
Entering Unmasked Estep 
Score: -3866558.750000 Penalty: 5192.018066
	Iteration 19Q: 3 clusters Score -3866559 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 34695 members 
Entering Unmasked Estep 
Score: -3866599.500000 Penalty: 5192.018066
	Iteration 20F: 3 clusters Score -3866600 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 34719 members 
Entering Unmasked Estep 
Score: -3866625.250000 Penalty: 5192.018066
	Iteration 21Q: 3 clusters Score -3866625 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 34742 members 
Entering Unmasked Estep 
Score: -3866646.000000 Penalty: 5192.018066
	Iteration 22Q: 3 clusters Score -3866646 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 34756 members 
Entering Unmasked Estep 
Score: -3866665.250000 Penalty: 5192.018066
	Iteration 23Q: 3 clusters Score -3866665 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 34766 members 
Entering Unmasked Estep 
Score: -3866677.250000 Penalty: 5192.018066
	Iteration 24Q: 3 clusters Score -3866677 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 34769 members 
Entering Unmasked Estep 
Score: -3866673.500000 Penalty: 5192.018066
	Iteration 25Q: 3 clusters Score -3866674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 34771 members 
Entering Unmasked Estep 
Score: -3866678.750000 Penalty: 5192.018066
	Iteration 26Q: 3 clusters Score -3866679 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 34775 members 
Entering Unmasked Estep 
Score: -3866679.750000 Penalty: 5192.018066
	Iteration 27Q: 3 clusters Score -3866680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 34778 members 
Entering Unmasked Estep 
Score: -3866686.500000 Penalty: 5192.018066
	Iteration 28Q: 3 clusters Score -3866686 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 34785 members 
Entering Unmasked Estep 
Score: -3866702.500000 Penalty: 5192.018066
	Iteration 29Q: 3 clusters Score -3866702 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 34787 members 
Entering Unmasked Estep 
Score: -3866708.500000 Penalty: 5192.018066
	Iteration 30Q: 3 clusters Score -3866708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 34791 members 
Entering Unmasked Estep 
Score: -3866708.250000 Penalty: 5192.018066
	Iteration 31Q: 3 clusters Score -3866708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 34792 members 
Entering Unmasked Estep 
Score: -3866715.000000 Penalty: 5192.018066
	Iteration 32Q: 3 clusters Score -3866715 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 34794 members 
Entering Unmasked Estep 
Score: -3866716.750000 Penalty: 5192.018066
	Iteration 33Q: 3 clusters Score -3866717 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 34795 members 
Entering Unmasked Estep 
Score: -3866713.500000 Penalty: 5192.018066
	Iteration 34Q: 3 clusters Score -3866714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 34797 members 
Entering Unmasked Estep 
Score: -3866717.750000 Penalty: 5192.018066
	Iteration 35Q: 3 clusters Score -3866718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 34798 members 
Entering Unmasked Estep 
Score: -3866714.000000 Penalty: 5192.018066
	Iteration 36Q: 3 clusters Score -3866714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 34799 members 
Entering Unmasked Estep 
Score: -3866719.750000 Penalty: 5192.018066
	Iteration 37Q: 3 clusters Score -3866720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 34801 members 
Entering Unmasked Estep 
Score: -3866722.250000 Penalty: 5192.018066
	Iteration 38Q: 3 clusters Score -3866722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 34802 members 
Entering Unmasked Estep 
Score: -3866726.250000 Penalty: 5192.018066
	Iteration 39Q: 3 clusters Score -3866726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 34805 members 
Entering Unmasked Estep 
Score: -3866727.250000 Penalty: 5192.018066
	Iteration 40F: 3 clusters Score -3866727 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 34805 members 
Entering Unmasked Estep 
Score: -3866728.000000 Penalty: 5192.018066
	Iteration 41Q: 3 clusters Score -3866728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 34807 members 
Entering Unmasked Estep 
Score: -3866731.500000 Penalty: 5192.018066
	Iteration 42Q: 3 clusters Score -3866732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 34808 members 
Entering Unmasked Estep 
Score: -3866728.000000 Penalty: 5192.018066
	Iteration 43Q: 3 clusters Score -3866728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 34809 members 
Entering Unmasked Estep 
Score: -3866729.500000 Penalty: 5192.018066
	Iteration 44Q: 3 clusters Score -3866730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 34810 members 
Entering Unmasked Estep 
Score: -3866730.000000 Penalty: 5192.018066
	Iteration 45Q: 3 clusters Score -3866730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 34811 members 
Entering Unmasked Estep 
Score: -3866730.500000 Penalty: 5192.018066
	Iteration 46Q: 3 clusters Score -3866730 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 34811 members 
Entering Unmasked Estep 
Score: -3866730.500000 Penalty: 5192.018066
	Iteration 47F: 3 clusters Score -3866730 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (119056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119056 members 
Entering Unmasked Estep 
Score: -14147681.000000 Penalty: 2898.462646
	Iteration 0F: 2 clusters Score -1.414768e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59453 members 
Mstep: Class 2 contains 59603 members 
Entering Unmasked Estep 
Score: -14067962.000000 Penalty: 5796.925293
	Iteration 0F: 3 clusters Score -1.406796e+07 nChanged 56348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56389 members 
Mstep: Class 2 contains 62667 members 
Entering Unmasked Estep 
Score: -14101501.000000 Penalty: 5796.925293
	Iteration 1F: 3 clusters Score -1.41015e+07 nChanged 4366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54579 members 
Mstep: Class 2 contains 64477 members 
Entering Unmasked Estep 
Score: -14102785.000000 Penalty: 5796.925293
	Iteration 2Q: 3 clusters Score -1.410278e+07 nChanged 4896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51981 members 
Mstep: Class 2 contains 67075 members 
Entering Unmasked Estep 
Score: -14104484.000000 Penalty: 5796.925293
	Iteration 3Q: 3 clusters Score -1.410448e+07 nChanged 5688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48221 members 
Mstep: Class 2 contains 70835 members 
Entering Unmasked Estep 
Score: -14106786.000000 Penalty: 5796.925293
	Iteration 4Q: 3 clusters Score -1.410679e+07 nChanged 6696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43027 members 
Mstep: Class 2 contains 76029 members 
Entering Unmasked Estep 
Score: -14110142.000000 Penalty: 5796.925293
	Iteration 5F: 3 clusters Score -1.411014e+07 nChanged 7541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36522 members 
Mstep: Class 2 contains 82534 members 
Entering Unmasked Estep 
Score: -14114747.000000 Penalty: 5796.925293
	Iteration 6F: 3 clusters Score -1.411475e+07 nChanged 8203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28935 members 
Mstep: Class 2 contains 90121 members 
Entering Unmasked Estep 
Score: -14120451.000000 Penalty: 5796.925293
	Iteration 7F: 3 clusters Score -1.412045e+07 nChanged 8331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20862 members 
Mstep: Class 2 contains 98194 members 
Entering Unmasked Estep 
Score: -14127210.000000 Penalty: 5796.925293
	Iteration 8F: 3 clusters Score -1.412721e+07 nChanged 7340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13598 members 
Mstep: Class 2 contains 105458 members 
Entering Unmasked Estep 
Score: -14133453.000000 Penalty: 5796.925293
	Iteration 9F: 3 clusters Score -1.413345e+07 nChanged 5781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 111211 members 
Entering Unmasked Estep 
Score: -14138551.000000 Penalty: 5796.925293
	Iteration 10Q: 3 clusters Score -1.413855e+07 nChanged 3691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 114888 members 
Entering Unmasked Estep 
Score: -14141867.000000 Penalty: 5796.925293
	Iteration 11Q: 3 clusters Score -1.414187e+07 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 116831 members 
Entering Unmasked Estep 
Score: -14143609.000000 Penalty: 5796.925293
	Iteration 12Q: 3 clusters Score -1.414361e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 117734 members 
Entering Unmasked Estep 
Score: -14144383.000000 Penalty: 5796.925293
	Iteration 13Q: 3 clusters Score -1.414438e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 118155 members 
Entering Unmasked Estep 
Score: -14144745.000000 Penalty: 5796.925293
	Iteration 14Q: 3 clusters Score -1.414474e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 118334 members 
Entering Unmasked Estep 
Score: -14144886.000000 Penalty: 5796.925293
	Iteration 15Q: 3 clusters Score -1.414489e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 118442 members 
Entering Unmasked Estep 
Score: -14144979.000000 Penalty: 5796.925293
	Iteration 16Q: 3 clusters Score -1.414498e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 118504 members 
Entering Unmasked Estep 
Score: -14145050.000000 Penalty: 5796.925293
	Iteration 17Q: 3 clusters Score -1.414505e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 118535 members 
Entering Unmasked Estep 
Score: -14145110.000000 Penalty: 5796.925293
	Iteration 18Q: 3 clusters Score -1.414511e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 118560 members 
Entering Unmasked Estep 
Score: -14145144.000000 Penalty: 5796.925293
	Iteration 19Q: 3 clusters Score -1.414514e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 118574 members 
Entering Unmasked Estep 
Score: -14145151.000000 Penalty: 5796.925293
	Iteration 20F: 3 clusters Score -1.414515e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 118587 members 
Entering Unmasked Estep 
Score: -14145164.000000 Penalty: 5796.925293
	Iteration 21Q: 3 clusters Score -1.414516e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 118601 members 
Entering Unmasked Estep 
Score: -14145179.000000 Penalty: 5796.925293
	Iteration 22Q: 3 clusters Score -1.414518e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 118610 members 
Entering Unmasked Estep 
Score: -14145178.000000 Penalty: 5796.925293
	Iteration 23Q: 3 clusters Score -1.414518e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 118616 members 
Entering Unmasked Estep 
Score: -14145183.000000 Penalty: 5796.925293
	Iteration 24Q: 3 clusters Score -1.414518e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 118620 members 
Entering Unmasked Estep 
Score: -14145189.000000 Penalty: 5796.925293
	Iteration 25Q: 3 clusters Score -1.414519e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 118621 members 
Entering Unmasked Estep 
Score: -14145195.000000 Penalty: 5796.925293
	Iteration 26Q: 3 clusters Score -1.41452e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 118623 members 
Entering Unmasked Estep 
Score: -14145192.000000 Penalty: 5796.925293
	Iteration 27Q: 3 clusters Score -1.414519e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 118624 members 
Entering Unmasked Estep 
Score: -14145191.000000 Penalty: 5796.925293
	Iteration 28Q: 3 clusters Score -1.414519e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 118624 members 
Entering Unmasked Estep 
Score: -14145191.000000 Penalty: 5796.925293
	Iteration 29F: 3 clusters Score -1.414519e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (75817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75817 members 
Entering Unmasked Estep 
Score: -8944155.000000 Penalty: 2786.547363
	Iteration 0F: 2 clusters Score -8944155 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38131 members 
Mstep: Class 2 contains 37686 members 
Entering Unmasked Estep 
Score: -8893295.000000 Penalty: 5573.094727
	Iteration 0F: 3 clusters Score -8893295 nChanged 35701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39944 members 
Mstep: Class 2 contains 35873 members 
Entering Unmasked Estep 
Score: -8913564.000000 Penalty: 5573.094727
	Iteration 1F: 3 clusters Score -8913564 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41065 members 
Mstep: Class 2 contains 34752 members 
Entering Unmasked Estep 
Score: -8914175.000000 Penalty: 5573.094727
	Iteration 2Q: 3 clusters Score -8914175 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42681 members 
Mstep: Class 2 contains 33136 members 
Entering Unmasked Estep 
Score: -8914901.000000 Penalty: 5573.094727
	Iteration 3Q: 3 clusters Score -8914901 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45150 members 
Mstep: Class 2 contains 30667 members 
Entering Unmasked Estep 
Score: -8916105.000000 Penalty: 5573.094727
	Iteration 4Q: 3 clusters Score -8916105 nChanged 3928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48854 members 
Mstep: Class 2 contains 26963 members 
Entering Unmasked Estep 
Score: -8918066.000000 Penalty: 5573.094727
	Iteration 5F: 3 clusters Score -8918066 nChanged 5144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53930 members 
Mstep: Class 2 contains 21887 members 
Entering Unmasked Estep 
Score: -8921535.000000 Penalty: 5573.094727
	Iteration 6F: 3 clusters Score -8921535 nChanged 6435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60327 members 
Mstep: Class 2 contains 15490 members 
Entering Unmasked Estep 
Score: -8926892.000000 Penalty: 5573.094727
	Iteration 7F: 3 clusters Score -8926892 nChanged 6429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66740 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -8933058.000000 Penalty: 5573.094727
	Iteration 8F: 3 clusters Score -8933058 nChanged 4769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71501 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -8937748.000000 Penalty: 5573.094727
	Iteration 9F: 3 clusters Score -8937748 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73991 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -8940206.000000 Penalty: 5573.094727
	Iteration 10Q: 3 clusters Score -8940206 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74929 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -8941128.000000 Penalty: 5573.094727
	Iteration 11Q: 3 clusters Score -8941128 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75249 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -8941439.000000 Penalty: 5573.094727
	Iteration 12Q: 3 clusters Score -8941439 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75369 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -8941586.000000 Penalty: 5573.094727
	Iteration 13Q: 3 clusters Score -8941586 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75428 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -8941662.000000 Penalty: 5573.094727
	Iteration 14Q: 3 clusters Score -8941662 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75453 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -8941724.000000 Penalty: 5573.094727
	Iteration 15Q: 3 clusters Score -8941724 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75471 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -8941732.000000 Penalty: 5573.094727
	Iteration 16Q: 3 clusters Score -8941732 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75482 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -8941747.000000 Penalty: 5573.094727
	Iteration 17Q: 3 clusters Score -8941747 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75485 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -8941754.000000 Penalty: 5573.094727
	Iteration 18Q: 3 clusters Score -8941754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75487 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -8941760.000000 Penalty: 5573.094727
	Iteration 19Q: 3 clusters Score -8941760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75491 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -8941761.000000 Penalty: 5573.094727
	Iteration 20F: 3 clusters Score -8941761 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75495 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -8941769.000000 Penalty: 5573.094727
	Iteration 21Q: 3 clusters Score -8941769 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75498 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -8941780.000000 Penalty: 5573.094727
	Iteration 22Q: 3 clusters Score -8941780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75500 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -8941780.000000 Penalty: 5573.094727
	Iteration 23Q: 3 clusters Score -8941780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75501 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -8941784.000000 Penalty: 5573.094727
	Iteration 24Q: 3 clusters Score -8941784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75502 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -8941784.000000 Penalty: 5573.094727
	Iteration 25Q: 3 clusters Score -8941784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75502 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -8941786.000000 Penalty: 5573.094727
	Iteration 26Q: 3 clusters Score -8941786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75503 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -8941791.000000 Penalty: 5573.094727
	Iteration 27Q: 3 clusters Score -8941791 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75505 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -8941788.000000 Penalty: 5573.094727
	Iteration 28Q: 3 clusters Score -8941788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75503 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -8941790.000000 Penalty: 5573.094727
	Iteration 29Q: 3 clusters Score -8941790 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75503 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -8941790.000000 Penalty: 5573.094727
	Iteration 30F: 3 clusters Score -8941790 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Entering Unmasked Estep 
Score: -163994.906250 Penalty: 1815.490723
	Iteration 0F: 2 clusters Score -163994.9 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 732 members 
Entering Unmasked Estep 
Score: -161854.671875 Penalty: 3630.981445
	Iteration 0F: 3 clusters Score -161854.7 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -162406.343750 Penalty: 3630.981445
	Iteration 1F: 3 clusters Score -162406.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -162573.859375 Penalty: 3630.981445
	Iteration 2F: 3 clusters Score -162573.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -162701.203125 Penalty: 3630.981445
	Iteration 3F: 3 clusters Score -162701.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -162797.781250 Penalty: 3630.981445
	Iteration 4Q: 3 clusters Score -162797.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -162926.312500 Penalty: 3630.981445
	Iteration 5Q: 3 clusters Score -162926.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -163063.734375 Penalty: 3630.981445
	Iteration 6Q: 3 clusters Score -163063.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -163241.562500 Penalty: 3630.981445
	Iteration 7Q: 3 clusters Score -163241.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -163409.250000 Penalty: 3630.981445
	Iteration 8Q: 3 clusters Score -163409.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -163506.328125 Penalty: 3630.981445
	Iteration 9Q: 3 clusters Score -163506.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -163552.265625 Penalty: 3630.981445
	Iteration 10Q: 3 clusters Score -163552.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -163583.171875 Penalty: 3630.981445
	Iteration 11Q: 3 clusters Score -163583.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -163605.203125 Penalty: 3630.981445
	Iteration 12Q: 3 clusters Score -163605.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -163622.406250 Penalty: 3630.981445
	Iteration 13Q: 3 clusters Score -163622.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -163635.203125 Penalty: 3630.981445
	Iteration 14Q: 3 clusters Score -163635.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -163655.390625 Penalty: 3630.981445
	Iteration 15Q: 3 clusters Score -163655.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -163677.171875 Penalty: 3630.981445
	Iteration 16Q: 3 clusters Score -163677.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -163704.546875 Penalty: 3630.981445
	Iteration 17Q: 3 clusters Score -163704.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -163725.125000 Penalty: 3630.981445
	Iteration 18Q: 3 clusters Score -163725.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -163757.078125 Penalty: 3630.981445
	Iteration 19Q: 3 clusters Score -163757.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -163811.109375 Penalty: 3630.981445
	Iteration 20F: 3 clusters Score -163811.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -163865.484375 Penalty: 3630.981445
	Iteration 21Q: 3 clusters Score -163865.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -163900.906250 Penalty: 3630.981445
	Iteration 22Q: 3 clusters Score -163900.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -163931.609375 Penalty: 3630.981445
	Iteration 23Q: 3 clusters Score -163931.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -163968.750000 Penalty: 3630.981445
	Iteration 24Q: 3 clusters Score -163968.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -163992.390625 Penalty: 3630.981445
	Iteration 25Q: 3 clusters Score -163992.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -164008.218750 Penalty: 3630.981445
	Iteration 26Q: 3 clusters Score -164008.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -164012.531250 Penalty: 3630.981445
	Iteration 27Q: 3 clusters Score -164012.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -164014.750000 Penalty: 3630.981445
	Iteration 28Q: 3 clusters Score -164014.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -164015.718750 Penalty: 3630.981445
	Iteration 29Q: 3 clusters Score -164015.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -164017.406250 Penalty: 3630.981445
	Iteration 30Q: 3 clusters Score -164017.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -164021.640625 Penalty: 3630.981445
	Iteration 31Q: 3 clusters Score -164021.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -164026.625000 Penalty: 3630.981445
	Iteration 32Q: 3 clusters Score -164026.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -164040.187500 Penalty: 3630.981445
	Iteration 33Q: 3 clusters Score -164040.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -164045.625000 Penalty: 3630.981445
	Iteration 34Q: 3 clusters Score -164045.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -164053.890625 Penalty: 3630.981445
	Iteration 35Q: 3 clusters Score -164053.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -164065.828125 Penalty: 3630.981445
	Iteration 36Q: 3 clusters Score -164065.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -164073.781250 Penalty: 3630.981445
	Iteration 37Q: 3 clusters Score -164073.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -164080.031250 Penalty: 3630.981445
	Iteration 38Q: 3 clusters Score -164080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -164082.640625 Penalty: 3630.981445
	Iteration 39Q: 3 clusters Score -164082.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -164082.828125 Penalty: 3630.981445
	Iteration 40F: 3 clusters Score -164082.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 952 members 
Mstep: Class 3 contains 213155 members 
Mstep: Class 4 contains 12483 members 
Mstep: Class 5 contains 86803 members 
Mstep: Class 6 contains 15932 members 
Mstep: Class 7 contains 11340 members 
Mstep: Class 8 contains 20189 members 
Mstep: Class 9 contains 7229 members 
Mstep: Class 10 contains 43280 members 
Mstep: Class 11 contains 7965 members 
Mstep: Class 12 contains 36816 members 
Mstep: Class 13 contains 5032 members 
Mstep: Class 14 contains 4098 members 
Mstep: Class 15 contains 9148 members 
Mstep: Class 16 contains 30304 members 
Mstep: Class 17 contains 10239 members 
Mstep: Class 18 contains 1181 members 
Mstep: Class 19 contains 35164 members 
Mstep: Class 20 contains 119056 members 
Mstep: Class 21 contains 75817 members 
Mstep: Class 22 contains 604 members 
Mstep: Class 23 contains 1354 members 
Mstep: Class 24 contains 228808 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4185 members 
Mstep: Class 27 contains 71335 members 
Mstep: Class 28 contains 25606 members 
Mstep: Class 29 contains 4146 members 
Mstep: Class 30 contains 6537 members 
Mstep: Class 31 contains 3821 members 
Mstep: Class 32 contains 2018 members 
Mstep: Class 33 contains 5088 members 
Mstep: Class 34 contains 237907 members 
Mstep: Class 35 contains 17025 members 
Mstep: Class 36 contains 907 members 
Entering Unmasked Estep 
Score: -155651136.000000 Penalty: 126091.726562
Splitting cluster 22 changes total score from -155652720.000000 to -155651136.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (1354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Entering Unmasked Estep 
Score: -133521.359375 Penalty: 1788.282959
	Iteration 0F: 2 clusters Score -133521.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -131340.625000 Penalty: 3576.565918
	Iteration 0F: 3 clusters Score -131340.6 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -131679.906250 Penalty: 3576.565918
	Iteration 1F: 3 clusters Score -131679.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -131779.031250 Penalty: 3576.565918
	Iteration 2F: 3 clusters Score -131779 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -131843.859375 Penalty: 3576.565918
	Iteration 3Q: 3 clusters Score -131843.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -131890.984375 Penalty: 3576.565918
	Iteration 4Q: 3 clusters Score -131891 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -131918.015625 Penalty: 3576.565918
	Iteration 5Q: 3 clusters Score -131918 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -131934.234375 Penalty: 3576.565918
	Iteration 6Q: 3 clusters Score -131934.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -131957.140625 Penalty: 3576.565918
	Iteration 7Q: 3 clusters Score -131957.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -131977.859375 Penalty: 3576.565918
	Iteration 8Q: 3 clusters Score -131977.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -132007.546875 Penalty: 3576.565918
	Iteration 9Q: 3 clusters Score -132007.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -132031.921875 Penalty: 3576.565918
	Iteration 10Q: 3 clusters Score -132031.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -132047.171875 Penalty: 3576.565918
	Iteration 11Q: 3 clusters Score -132047.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -132066.437500 Penalty: 3576.565918
	Iteration 12Q: 3 clusters Score -132066.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -132096.906250 Penalty: 3576.565918
	Iteration 13Q: 3 clusters Score -132096.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -132124.359375 Penalty: 3576.565918
	Iteration 14Q: 3 clusters Score -132124.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -132146.046875 Penalty: 3576.565918
	Iteration 15Q: 3 clusters Score -132146 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -132170.031250 Penalty: 3576.565918
	Iteration 16Q: 3 clusters Score -132170 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -132192.437500 Penalty: 3576.565918
	Iteration 17Q: 3 clusters Score -132192.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -132210.828125 Penalty: 3576.565918
	Iteration 18Q: 3 clusters Score -132210.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -132219.500000 Penalty: 3576.565918
	Iteration 19Q: 3 clusters Score -132219.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -132230.156250 Penalty: 3576.565918
	Iteration 20F: 3 clusters Score -132230.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -132249.453125 Penalty: 3576.565918
	Iteration 21Q: 3 clusters Score -132249.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -132262.921875 Penalty: 3576.565918
	Iteration 22Q: 3 clusters Score -132262.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -132276.437500 Penalty: 3576.565918
	Iteration 23Q: 3 clusters Score -132276.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -132295.171875 Penalty: 3576.565918
	Iteration 24Q: 3 clusters Score -132295.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -132306.609375 Penalty: 3576.565918
	Iteration 25Q: 3 clusters Score -132306.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -132319.859375 Penalty: 3576.565918
	Iteration 26Q: 3 clusters Score -132319.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -132340.828125 Penalty: 3576.565918
	Iteration 27Q: 3 clusters Score -132340.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -132355.296875 Penalty: 3576.565918
	Iteration 28Q: 3 clusters Score -132355.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -132361.531250 Penalty: 3576.565918
	Iteration 29Q: 3 clusters Score -132361.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -132371.656250 Penalty: 3576.565918
	Iteration 30Q: 3 clusters Score -132371.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -132378.937500 Penalty: 3576.565918
	Iteration 31Q: 3 clusters Score -132378.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -132386.453125 Penalty: 3576.565918
	Iteration 32Q: 3 clusters Score -132386.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -132396.312500 Penalty: 3576.565918
	Iteration 33Q: 3 clusters Score -132396.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -132400.890625 Penalty: 3576.565918
	Iteration 34Q: 3 clusters Score -132400.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -132408.187500 Penalty: 3576.565918
	Iteration 35Q: 3 clusters Score -132408.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -132412.156250 Penalty: 3576.565918
	Iteration 36Q: 3 clusters Score -132412.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -132413.046875 Penalty: 3576.565918
	Iteration 37Q: 3 clusters Score -132413 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -132413.484375 Penalty: 3576.565918
	Iteration 38Q: 3 clusters Score -132413.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -132413.890625 Penalty: 3576.565918
	Iteration 39Q: 3 clusters Score -132413.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -132413.890625 Penalty: 3576.565918
	Iteration 40F: 3 clusters Score -132413.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (228808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228808 members 
Entering Unmasked Estep 
Score: -27088818.000000 Penalty: 3060.478271
	Iteration 0F: 2 clusters Score -2.708882e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114801 members 
Mstep: Class 2 contains 114007 members 
Entering Unmasked Estep 
Score: -26936246.000000 Penalty: 6120.956543
	Iteration 0F: 3 clusters Score -2.693625e+07 nChanged 110368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124015 members 
Mstep: Class 2 contains 104793 members 
Entering Unmasked Estep 
Score: -27001662.000000 Penalty: 6120.956543
	Iteration 1F: 3 clusters Score -2.700166e+07 nChanged 8170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130015 members 
Mstep: Class 2 contains 98793 members 
Entering Unmasked Estep 
Score: -27004332.000000 Penalty: 6120.956543
	Iteration 2Q: 3 clusters Score -2.700433e+07 nChanged 10424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139067 members 
Mstep: Class 2 contains 89741 members 
Entering Unmasked Estep 
Score: -27008598.000000 Penalty: 6120.956543
	Iteration 3Q: 3 clusters Score -2.70086e+07 nChanged 13787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152140 members 
Mstep: Class 2 contains 76668 members 
Entering Unmasked Estep 
Score: -27016776.000000 Penalty: 6120.956543
	Iteration 4F: 3 clusters Score -2.701678e+07 nChanged 17756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169556 members 
Mstep: Class 2 contains 59252 members 
Entering Unmasked Estep 
Score: -27029764.000000 Penalty: 6120.956543
	Iteration 5F: 3 clusters Score -2.702976e+07 nChanged 20691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190119 members 
Mstep: Class 2 contains 38689 members 
Entering Unmasked Estep 
Score: -27048530.000000 Penalty: 6120.956543
	Iteration 6F: 3 clusters Score -2.704853e+07 nChanged 19100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209205 members 
Mstep: Class 2 contains 19603 members 
Entering Unmasked Estep 
Score: -27067216.000000 Penalty: 6120.956543
	Iteration 7F: 3 clusters Score -2.706722e+07 nChanged 12181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221376 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -27079300.000000 Penalty: 6120.956543
	Iteration 8F: 3 clusters Score -2.70793e+07 nChanged 5066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226442 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -27083946.000000 Penalty: 6120.956543
	Iteration 9Q: 3 clusters Score -2.708395e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228033 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -27085368.000000 Penalty: 6120.956543
	Iteration 10Q: 3 clusters Score -2.708537e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228437 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -27085718.000000 Penalty: 6120.956543
	Iteration 11Q: 3 clusters Score -2.708572e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228524 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -27085844.000000 Penalty: 6120.956543
	Iteration 12Q: 3 clusters Score -2.708584e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228563 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -27085930.000000 Penalty: 6120.956543
	Iteration 13Q: 3 clusters Score -2.708593e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228570 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -27085960.000000 Penalty: 6120.956543
	Iteration 14Q: 3 clusters Score -2.708596e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228577 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -27085978.000000 Penalty: 6120.956543
	Iteration 15Q: 3 clusters Score -2.708598e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228582 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -27086000.000000 Penalty: 6120.956543
	Iteration 16Q: 3 clusters Score -2.7086e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228585 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -27086008.000000 Penalty: 6120.956543
	Iteration 17Q: 3 clusters Score -2.708601e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228590 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -27086022.000000 Penalty: 6120.956543
	Iteration 18Q: 3 clusters Score -2.708602e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228590 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -27086020.000000 Penalty: 6120.956543
	Iteration 19Q: 3 clusters Score -2.708602e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228591 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -27086016.000000 Penalty: 6120.956543
	Iteration 20F: 3 clusters Score -2.708602e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228593 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -27086020.000000 Penalty: 6120.956543
	Iteration 21Q: 3 clusters Score -2.708602e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228593 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -27086020.000000 Penalty: 6120.956543
	Iteration 22F: 3 clusters Score -2.708602e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Entering Unmasked Estep 
Score: -147350.109375 Penalty: 1793.896973
	Iteration 0F: 2 clusters Score -147350.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -145141.687500 Penalty: 3587.793945
	Iteration 0F: 3 clusters Score -145141.7 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -145455.250000 Penalty: 3587.793945
	Iteration 1F: 3 clusters Score -145455.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -145581.531250 Penalty: 3587.793945
	Iteration 2F: 3 clusters Score -145581.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -145650.718750 Penalty: 3587.793945
	Iteration 3Q: 3 clusters Score -145650.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -145685.406250 Penalty: 3587.793945
	Iteration 4Q: 3 clusters Score -145685.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -145704.625000 Penalty: 3587.793945
	Iteration 5Q: 3 clusters Score -145704.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -145722.625000 Penalty: 3587.793945
	Iteration 6Q: 3 clusters Score -145722.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -145737.640625 Penalty: 3587.793945
	Iteration 7Q: 3 clusters Score -145737.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -145748.703125 Penalty: 3587.793945
	Iteration 8Q: 3 clusters Score -145748.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -145763.796875 Penalty: 3587.793945
	Iteration 9Q: 3 clusters Score -145763.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -145776.140625 Penalty: 3587.793945
	Iteration 10Q: 3 clusters Score -145776.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -145833.421875 Penalty: 3587.793945
	Iteration 11Q: 3 clusters Score -145833.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -145896.343750 Penalty: 3587.793945
	Iteration 12Q: 3 clusters Score -145896.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -145925.218750 Penalty: 3587.793945
	Iteration 13Q: 3 clusters Score -145925.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -145954.734375 Penalty: 3587.793945
	Iteration 14Q: 3 clusters Score -145954.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -145980.890625 Penalty: 3587.793945
	Iteration 15Q: 3 clusters Score -145980.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -145996.218750 Penalty: 3587.793945
	Iteration 16Q: 3 clusters Score -145996.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -146015.062500 Penalty: 3587.793945
	Iteration 17Q: 3 clusters Score -146015.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -146025.750000 Penalty: 3587.793945
	Iteration 18Q: 3 clusters Score -146025.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -146043.875000 Penalty: 3587.793945
	Iteration 19Q: 3 clusters Score -146043.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -146059.421875 Penalty: 3587.793945
	Iteration 20F: 3 clusters Score -146059.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -146068.781250 Penalty: 3587.793945
	Iteration 21Q: 3 clusters Score -146068.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -146074.000000 Penalty: 3587.793945
	Iteration 22Q: 3 clusters Score -146074 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -146081.046875 Penalty: 3587.793945
	Iteration 23Q: 3 clusters Score -146081 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -146087.265625 Penalty: 3587.793945
	Iteration 24Q: 3 clusters Score -146087.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -146096.640625 Penalty: 3587.793945
	Iteration 25Q: 3 clusters Score -146096.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -146103.593750 Penalty: 3587.793945
	Iteration 26Q: 3 clusters Score -146103.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -146108.265625 Penalty: 3587.793945
	Iteration 27Q: 3 clusters Score -146108.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -146112.359375 Penalty: 3587.793945
	Iteration 28Q: 3 clusters Score -146112.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -146112.687500 Penalty: 3587.793945
	Iteration 29Q: 3 clusters Score -146112.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -146112.687500 Penalty: 3587.793945
	Iteration 30F: 3 clusters Score -146112.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Entering Unmasked Estep 
Score: -458369.437500 Penalty: 2068.136963
	Iteration 0F: 2 clusters Score -458369.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -454376.250000 Penalty: 4136.273926
	Iteration 0F: 3 clusters Score -454376.2 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -455305.468750 Penalty: 4136.273926
	Iteration 1F: 3 clusters Score -455305.5 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -455528.406250 Penalty: 4136.273926
	Iteration 2F: 3 clusters Score -455528.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -455683.125000 Penalty: 4136.273926
	Iteration 3F: 3 clusters Score -455683.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -455813.125000 Penalty: 4136.273926
	Iteration 4Q: 3 clusters Score -455813.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -455921.500000 Penalty: 4136.273926
	Iteration 5Q: 3 clusters Score -455921.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -456042.875000 Penalty: 4136.273926
	Iteration 6Q: 3 clusters Score -456042.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -456154.437500 Penalty: 4136.273926
	Iteration 7Q: 3 clusters Score -456154.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -456242.000000 Penalty: 4136.273926
	Iteration 8Q: 3 clusters Score -456242 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -456312.625000 Penalty: 4136.273926
	Iteration 9Q: 3 clusters Score -456312.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -456371.656250 Penalty: 4136.273926
	Iteration 10Q: 3 clusters Score -456371.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -456418.562500 Penalty: 4136.273926
	Iteration 11Q: 3 clusters Score -456418.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -456456.406250 Penalty: 4136.273926
	Iteration 12Q: 3 clusters Score -456456.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -456488.843750 Penalty: 4136.273926
	Iteration 13Q: 3 clusters Score -456488.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -456530.968750 Penalty: 4136.273926
	Iteration 14Q: 3 clusters Score -456531 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -456565.843750 Penalty: 4136.273926
	Iteration 15Q: 3 clusters Score -456565.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -456606.281250 Penalty: 4136.273926
	Iteration 16Q: 3 clusters Score -456606.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -456634.343750 Penalty: 4136.273926
	Iteration 17Q: 3 clusters Score -456634.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -456661.750000 Penalty: 4136.273926
	Iteration 18Q: 3 clusters Score -456661.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -456691.968750 Penalty: 4136.273926
	Iteration 19Q: 3 clusters Score -456692 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -456717.656250 Penalty: 4136.273926
	Iteration 20F: 3 clusters Score -456717.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -456735.843750 Penalty: 4136.273926
	Iteration 21Q: 3 clusters Score -456735.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -456751.656250 Penalty: 4136.273926
	Iteration 22Q: 3 clusters Score -456751.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -456769.531250 Penalty: 4136.273926
	Iteration 23Q: 3 clusters Score -456769.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -456785.000000 Penalty: 4136.273926
	Iteration 24Q: 3 clusters Score -456785 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -456801.406250 Penalty: 4136.273926
	Iteration 25Q: 3 clusters Score -456801.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -456812.812500 Penalty: 4136.273926
	Iteration 26Q: 3 clusters Score -456812.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -456819.281250 Penalty: 4136.273926
	Iteration 27Q: 3 clusters Score -456819.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -456826.625000 Penalty: 4136.273926
	Iteration 28Q: 3 clusters Score -456826.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -456838.718750 Penalty: 4136.273926
	Iteration 29Q: 3 clusters Score -456838.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -456843.968750 Penalty: 4136.273926
	Iteration 30Q: 3 clusters Score -456844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -456847.843750 Penalty: 4136.273926
	Iteration 31Q: 3 clusters Score -456847.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -456850.187500 Penalty: 4136.273926
	Iteration 32Q: 3 clusters Score -456850.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -456853.156250 Penalty: 4136.273926
	Iteration 33Q: 3 clusters Score -456853.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -456852.687500 Penalty: 4136.273926
	Iteration 34Q: 3 clusters Score -456852.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -456855.031250 Penalty: 4136.273926
	Iteration 35Q: 3 clusters Score -456855 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -456856.625000 Penalty: 4136.273926
	Iteration 36Q: 3 clusters Score -456856.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -456857.812500 Penalty: 4136.273926
	Iteration 37Q: 3 clusters Score -456857.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -456859.906250 Penalty: 4136.273926
	Iteration 38Q: 3 clusters Score -456859.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -456859.375000 Penalty: 4136.273926
	Iteration 39Q: 3 clusters Score -456859.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -456861.156250 Penalty: 4136.273926
	Iteration 40F: 3 clusters Score -456861.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -456861.750000 Penalty: 4136.273926
	Iteration 41Q: 3 clusters Score -456861.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -456861.750000 Penalty: 4136.273926
	Iteration 42F: 3 clusters Score -456861.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (71335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71335 members 
Entering Unmasked Estep 
Score: -7762637.000000 Penalty: 2771.435303
	Iteration 0F: 2 clusters Score -7762637 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35809 members 
Mstep: Class 2 contains 35526 members 
Entering Unmasked Estep 
Score: -7714677.000000 Penalty: 5542.870605
	Iteration 0F: 3 clusters Score -7714677 nChanged 33574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37001 members 
Mstep: Class 2 contains 34334 members 
Entering Unmasked Estep 
Score: -7733998.000000 Penalty: 5542.870605
	Iteration 1F: 3 clusters Score -7733998 nChanged 3442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37745 members 
Mstep: Class 2 contains 33590 members 
Entering Unmasked Estep 
Score: -7735386.000000 Penalty: 5542.870605
	Iteration 2Q: 3 clusters Score -7735386 nChanged 3787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38808 members 
Mstep: Class 2 contains 32527 members 
Entering Unmasked Estep 
Score: -7737322.000000 Penalty: 5542.870605
	Iteration 3F: 3 clusters Score -7737322 nChanged 4138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40140 members 
Mstep: Class 2 contains 31195 members 
Entering Unmasked Estep 
Score: -7739551.500000 Penalty: 5542.870605
	Iteration 4F: 3 clusters Score -7739552 nChanged 4215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41723 members 
Mstep: Class 2 contains 29612 members 
Entering Unmasked Estep 
Score: -7741869.000000 Penalty: 5542.870605
	Iteration 5F: 3 clusters Score -7741869 nChanged 4109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43500 members 
Mstep: Class 2 contains 27835 members 
Entering Unmasked Estep 
Score: -7744167.000000 Penalty: 5542.870605
	Iteration 6F: 3 clusters Score -7744167 nChanged 3803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45473 members 
Mstep: Class 2 contains 25862 members 
Entering Unmasked Estep 
Score: -7746270.000000 Penalty: 5542.870605
	Iteration 7F: 3 clusters Score -7746270 nChanged 3407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47474 members 
Mstep: Class 2 contains 23861 members 
Entering Unmasked Estep 
Score: -7748059.000000 Penalty: 5542.870605
	Iteration 8Q: 3 clusters Score -7748059 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49400 members 
Mstep: Class 2 contains 21935 members 
Entering Unmasked Estep 
Score: -7749742.500000 Penalty: 5542.870605
	Iteration 9Q: 3 clusters Score -7749742 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51245 members 
Mstep: Class 2 contains 20090 members 
Entering Unmasked Estep 
Score: -7751073.000000 Penalty: 5542.870605
	Iteration 10Q: 3 clusters Score -7751073 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52937 members 
Mstep: Class 2 contains 18398 members 
Entering Unmasked Estep 
Score: -7752178.000000 Penalty: 5542.870605
	Iteration 11Q: 3 clusters Score -7752178 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54513 members 
Mstep: Class 2 contains 16822 members 
Entering Unmasked Estep 
Score: -7752994.500000 Penalty: 5542.870605
	Iteration 12Q: 3 clusters Score -7752994 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55975 members 
Mstep: Class 2 contains 15360 members 
Entering Unmasked Estep 
Score: -7753694.000000 Penalty: 5542.870605
	Iteration 13Q: 3 clusters Score -7753694 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57441 members 
Mstep: Class 2 contains 13894 members 
Entering Unmasked Estep 
Score: -7754422.000000 Penalty: 5542.870605
	Iteration 14Q: 3 clusters Score -7754422 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58863 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -7755127.500000 Penalty: 5542.870605
	Iteration 15Q: 3 clusters Score -7755128 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60299 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -7755829.500000 Penalty: 5542.870605
	Iteration 16Q: 3 clusters Score -7755830 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61655 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -7756519.000000 Penalty: 5542.870605
	Iteration 17Q: 3 clusters Score -7756519 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62962 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -7757250.000000 Penalty: 5542.870605
	Iteration 18Q: 3 clusters Score -7757250 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64165 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -7757987.000000 Penalty: 5542.870605
	Iteration 19Q: 3 clusters Score -7757987 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65274 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -7758578.500000 Penalty: 5542.870605
	Iteration 20F: 3 clusters Score -7758578 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66238 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -7759197.500000 Penalty: 5542.870605
	Iteration 21Q: 3 clusters Score -7759198 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67033 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -7759695.000000 Penalty: 5542.870605
	Iteration 22Q: 3 clusters Score -7759695 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67664 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -7760022.500000 Penalty: 5542.870605
	Iteration 23Q: 3 clusters Score -7760022 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68173 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -7760349.000000 Penalty: 5542.870605
	Iteration 24Q: 3 clusters Score -7760349 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68589 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -7760567.000000 Penalty: 5542.870605
	Iteration 25Q: 3 clusters Score -7760567 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68892 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -7760693.000000 Penalty: 5542.870605
	Iteration 26Q: 3 clusters Score -7760693 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69094 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -7760802.500000 Penalty: 5542.870605
	Iteration 27Q: 3 clusters Score -7760802 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69243 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -7760860.500000 Penalty: 5542.870605
	Iteration 28Q: 3 clusters Score -7760860 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69367 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -7760926.500000 Penalty: 5542.870605
	Iteration 29Q: 3 clusters Score -7760926 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69459 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -7760958.500000 Penalty: 5542.870605
	Iteration 30Q: 3 clusters Score -7760958 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69531 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -7760996.000000 Penalty: 5542.870605
	Iteration 31Q: 3 clusters Score -7760996 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69590 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -7761001.000000 Penalty: 5542.870605
	Iteration 32Q: 3 clusters Score -7761001 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69645 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -7761004.000000 Penalty: 5542.870605
	Iteration 33Q: 3 clusters Score -7761004 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69680 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -7761019.500000 Penalty: 5542.870605
	Iteration 34Q: 3 clusters Score -7761020 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69716 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -7761034.500000 Penalty: 5542.870605
	Iteration 35Q: 3 clusters Score -7761034 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69746 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -7761043.500000 Penalty: 5542.870605
	Iteration 36Q: 3 clusters Score -7761044 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69774 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -7761058.500000 Penalty: 5542.870605
	Iteration 37Q: 3 clusters Score -7761058 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69798 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -7761069.500000 Penalty: 5542.870605
	Iteration 38Q: 3 clusters Score -7761070 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69813 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -7761063.500000 Penalty: 5542.870605
	Iteration 39Q: 3 clusters Score -7761064 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69830 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -7761076.000000 Penalty: 5542.870605
	Iteration 40F: 3 clusters Score -7761076 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69851 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -7761072.500000 Penalty: 5542.870605
	Iteration 41Q: 3 clusters Score -7761072 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69868 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -7761087.000000 Penalty: 5542.870605
	Iteration 42Q: 3 clusters Score -7761087 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69886 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -7761087.500000 Penalty: 5542.870605
	Iteration 43Q: 3 clusters Score -7761088 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69901 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -7761083.500000 Penalty: 5542.870605
	Iteration 44Q: 3 clusters Score -7761084 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69920 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -7761087.500000 Penalty: 5542.870605
	Iteration 45Q: 3 clusters Score -7761088 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69932 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -7761095.000000 Penalty: 5542.870605
	Iteration 46Q: 3 clusters Score -7761095 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69941 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -7761096.500000 Penalty: 5542.870605
	Iteration 47Q: 3 clusters Score -7761096 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69950 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -7761097.000000 Penalty: 5542.870605
	Iteration 48Q: 3 clusters Score -7761097 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69955 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -7761098.000000 Penalty: 5542.870605
	Iteration 49Q: 3 clusters Score -7761098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69959 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -7761095.000000 Penalty: 5542.870605
	Iteration 50Q: 3 clusters Score -7761095 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69960 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -7761098.000000 Penalty: 5542.870605
	Iteration 51Q: 3 clusters Score -7761098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69964 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -7761093.500000 Penalty: 5542.870605
	Iteration 52Q: 3 clusters Score -7761094 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69969 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -7761100.500000 Penalty: 5542.870605
	Iteration 53Q: 3 clusters Score -7761100 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69978 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -7761116.000000 Penalty: 5542.870605
	Iteration 54Q: 3 clusters Score -7761116 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69983 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -7761116.000000 Penalty: 5542.870605
	Iteration 55Q: 3 clusters Score -7761116 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69989 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -7761119.000000 Penalty: 5542.870605
	Iteration 56Q: 3 clusters Score -7761119 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69993 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -7761116.000000 Penalty: 5542.870605
	Iteration 57Q: 3 clusters Score -7761116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69993 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -7761110.500000 Penalty: 5542.870605
	Iteration 58Q: 3 clusters Score -7761110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69994 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -7761117.000000 Penalty: 5542.870605
	Iteration 59Q: 3 clusters Score -7761117 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69996 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -7761118.000000 Penalty: 5542.870605
	Iteration 60F: 3 clusters Score -7761118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70001 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -7761114.500000 Penalty: 5542.870605
	Iteration 61Q: 3 clusters Score -7761114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70003 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -7761112.000000 Penalty: 5542.870605
	Iteration 62Q: 3 clusters Score -7761112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70006 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -7761117.500000 Penalty: 5542.870605
	Iteration 63Q: 3 clusters Score -7761118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70007 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -7761118.000000 Penalty: 5542.870605
	Iteration 64Q: 3 clusters Score -7761118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70008 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -7761116.500000 Penalty: 5542.870605
	Iteration 65Q: 3 clusters Score -7761116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70008 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -7761114.500000 Penalty: 5542.870605
	Iteration 66Q: 3 clusters Score -7761114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70008 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -7761117.000000 Penalty: 5542.870605
	Iteration 67Q: 3 clusters Score -7761117 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70008 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -7761123.000000 Penalty: 5542.870605
	Iteration 68Q: 3 clusters Score -7761123 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70009 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -7761122.000000 Penalty: 5542.870605
	Iteration 69Q: 3 clusters Score -7761122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70012 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -7761117.500000 Penalty: 5542.870605
	Iteration 70Q: 3 clusters Score -7761118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70013 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -7761112.500000 Penalty: 5542.870605
	Iteration 71Q: 3 clusters Score -7761112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70014 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -7761118.000000 Penalty: 5542.870605
	Iteration 72Q: 3 clusters Score -7761118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70017 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -7761123.000000 Penalty: 5542.870605
	Iteration 73Q: 3 clusters Score -7761123 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70018 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -7761123.000000 Penalty: 5542.870605
	Iteration 74Q: 3 clusters Score -7761123 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70019 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -7761120.500000 Penalty: 5542.870605
	Iteration 75Q: 3 clusters Score -7761120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70020 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -7761121.000000 Penalty: 5542.870605
	Iteration 76Q: 3 clusters Score -7761121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70021 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -7761116.000000 Penalty: 5542.870605
	Iteration 77Q: 3 clusters Score -7761116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70022 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -7761121.500000 Penalty: 5542.870605
	Iteration 78Q: 3 clusters Score -7761122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70023 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -7761122.500000 Penalty: 5542.870605
	Iteration 79Q: 3 clusters Score -7761122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70024 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -7761126.000000 Penalty: 5542.870605
	Iteration 80F: 3 clusters Score -7761126 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (25606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25606 members 
Entering Unmasked Estep 
Score: -2980614.000000 Penalty: 2517.344482
	Iteration 0F: 2 clusters Score -2980614 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12789 members 
Mstep: Class 2 contains 12817 members 
Entering Unmasked Estep 
Score: -2963023.500000 Penalty: 5034.688965
	Iteration 0F: 3 clusters Score -2963024 nChanged 11468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12529 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
Score: -2969063.750000 Penalty: 5034.688965
	Iteration 1F: 3 clusters Score -2969064 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12409 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
Score: -2969508.250000 Penalty: 5034.688965
	Iteration 2F: 3 clusters Score -2969508 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12221 members 
Mstep: Class 2 contains 13385 members 
Entering Unmasked Estep 
Score: -2969880.750000 Penalty: 5034.688965
	Iteration 3Q: 3 clusters Score -2969881 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 13684 members 
Entering Unmasked Estep 
Score: -2970237.500000 Penalty: 5034.688965
	Iteration 4Q: 3 clusters Score -2970238 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 14067 members 
Entering Unmasked Estep 
Score: -2970603.500000 Penalty: 5034.688965
	Iteration 5Q: 3 clusters Score -2970604 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 14548 members 
Entering Unmasked Estep 
Score: -2970997.000000 Penalty: 5034.688965
	Iteration 6Q: 3 clusters Score -2970997 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 15114 members 
Entering Unmasked Estep 
Score: -2971513.250000 Penalty: 5034.688965
	Iteration 7Q: 3 clusters Score -2971513 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 15827 members 
Entering Unmasked Estep 
Score: -2972073.000000 Penalty: 5034.688965
	Iteration 8Q: 3 clusters Score -2972073 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 16617 members 
Entering Unmasked Estep 
Score: -2972618.250000 Penalty: 5034.688965
	Iteration 9Q: 3 clusters Score -2972618 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 17485 members 
Entering Unmasked Estep 
Score: -2973210.750000 Penalty: 5034.688965
	Iteration 10Q: 3 clusters Score -2973211 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 18380 members 
Entering Unmasked Estep 
Score: -2973767.750000 Penalty: 5034.688965
	Iteration 11Q: 3 clusters Score -2973768 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 19255 members 
Entering Unmasked Estep 
Score: -2974327.500000 Penalty: 5034.688965
	Iteration 12Q: 3 clusters Score -2974328 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 20135 members 
Entering Unmasked Estep 
Score: -2974893.000000 Penalty: 5034.688965
	Iteration 13Q: 3 clusters Score -2974893 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 20942 members 
Entering Unmasked Estep 
Score: -2975507.000000 Penalty: 5034.688965
	Iteration 14Q: 3 clusters Score -2975507 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 21650 members 
Entering Unmasked Estep 
Score: -2976257.500000 Penalty: 5034.688965
	Iteration 15Q: 3 clusters Score -2976258 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 22201 members 
Entering Unmasked Estep 
Score: -2977005.000000 Penalty: 5034.688965
	Iteration 16Q: 3 clusters Score -2977005 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 22572 members 
Entering Unmasked Estep 
Score: -2977518.000000 Penalty: 5034.688965
	Iteration 17Q: 3 clusters Score -2977518 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 22816 members 
Entering Unmasked Estep 
Score: -2977824.750000 Penalty: 5034.688965
	Iteration 18Q: 3 clusters Score -2977825 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 22973 members 
Entering Unmasked Estep 
Score: -2977981.500000 Penalty: 5034.688965
	Iteration 19Q: 3 clusters Score -2977982 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 23126 members 
Entering Unmasked Estep 
Score: -2978123.500000 Penalty: 5034.688965
	Iteration 20F: 3 clusters Score -2978124 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 23255 members 
Entering Unmasked Estep 
Score: -2978215.000000 Penalty: 5034.688965
	Iteration 21Q: 3 clusters Score -2978215 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 23350 members 
Entering Unmasked Estep 
Score: -2978276.750000 Penalty: 5034.688965
	Iteration 22Q: 3 clusters Score -2978277 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 23429 members 
Entering Unmasked Estep 
Score: -2978318.000000 Penalty: 5034.688965
	Iteration 23Q: 3 clusters Score -2978318 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 23489 members 
Entering Unmasked Estep 
Score: -2978348.500000 Penalty: 5034.688965
	Iteration 24Q: 3 clusters Score -2978348 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 23539 members 
Entering Unmasked Estep 
Score: -2978369.250000 Penalty: 5034.688965
	Iteration 25Q: 3 clusters Score -2978369 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 23591 members 
Entering Unmasked Estep 
Score: -2978389.000000 Penalty: 5034.688965
	Iteration 26Q: 3 clusters Score -2978389 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 23638 members 
Entering Unmasked Estep 
Score: -2978413.750000 Penalty: 5034.688965
	Iteration 27Q: 3 clusters Score -2978414 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 23683 members 
Entering Unmasked Estep 
Score: -2978429.500000 Penalty: 5034.688965
	Iteration 28Q: 3 clusters Score -2978430 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 23720 members 
Entering Unmasked Estep 
Score: -2978451.250000 Penalty: 5034.688965
	Iteration 29Q: 3 clusters Score -2978451 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 23760 members 
Entering Unmasked Estep 
Score: -2978472.750000 Penalty: 5034.688965
	Iteration 30Q: 3 clusters Score -2978473 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 23794 members 
Entering Unmasked Estep 
Score: -2978482.000000 Penalty: 5034.688965
	Iteration 31Q: 3 clusters Score -2978482 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 23823 members 
Entering Unmasked Estep 
Score: -2978497.250000 Penalty: 5034.688965
	Iteration 32Q: 3 clusters Score -2978497 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 23850 members 
Entering Unmasked Estep 
Score: -2978507.500000 Penalty: 5034.688965
	Iteration 33Q: 3 clusters Score -2978508 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 23881 members 
Entering Unmasked Estep 
Score: -2978515.750000 Penalty: 5034.688965
	Iteration 34Q: 3 clusters Score -2978516 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 23915 members 
Entering Unmasked Estep 
Score: -2978518.750000 Penalty: 5034.688965
	Iteration 35Q: 3 clusters Score -2978519 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 23948 members 
Entering Unmasked Estep 
Score: -2978531.750000 Penalty: 5034.688965
	Iteration 36Q: 3 clusters Score -2978532 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 23966 members 
Entering Unmasked Estep 
Score: -2978539.000000 Penalty: 5034.688965
	Iteration 37Q: 3 clusters Score -2978539 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 23982 members 
Entering Unmasked Estep 
Score: -2978546.500000 Penalty: 5034.688965
	Iteration 38Q: 3 clusters Score -2978546 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 23997 members 
Entering Unmasked Estep 
Score: -2978544.750000 Penalty: 5034.688965
	Iteration 39Q: 3 clusters Score -2978545 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 24007 members 
Entering Unmasked Estep 
Score: -2978552.250000 Penalty: 5034.688965
	Iteration 40F: 3 clusters Score -2978552 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 24026 members 
Entering Unmasked Estep 
Score: -2978554.250000 Penalty: 5034.688965
	Iteration 41Q: 3 clusters Score -2978554 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 24041 members 
Entering Unmasked Estep 
Score: -2978562.750000 Penalty: 5034.688965
	Iteration 42Q: 3 clusters Score -2978563 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 24054 members 
Entering Unmasked Estep 
Score: -2978574.000000 Penalty: 5034.688965
	Iteration 43Q: 3 clusters Score -2978574 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 24067 members 
Entering Unmasked Estep 
Score: -2978582.500000 Penalty: 5034.688965
	Iteration 44Q: 3 clusters Score -2978582 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 24077 members 
Entering Unmasked Estep 
Score: -2978581.750000 Penalty: 5034.688965
	Iteration 45Q: 3 clusters Score -2978582 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 24083 members 
Entering Unmasked Estep 
Score: -2978587.500000 Penalty: 5034.688965
	Iteration 46Q: 3 clusters Score -2978588 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 24090 members 
Entering Unmasked Estep 
Score: -2978593.250000 Penalty: 5034.688965
	Iteration 47Q: 3 clusters Score -2978593 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 24096 members 
Entering Unmasked Estep 
Score: -2978585.750000 Penalty: 5034.688965
	Iteration 48Q: 3 clusters Score -2978586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 24099 members 
Entering Unmasked Estep 
Score: -2978591.250000 Penalty: 5034.688965
	Iteration 49Q: 3 clusters Score -2978591 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 24101 members 
Entering Unmasked Estep 
Score: -2978594.000000 Penalty: 5034.688965
	Iteration 50Q: 3 clusters Score -2978594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 24103 members 
Entering Unmasked Estep 
Score: -2978591.500000 Penalty: 5034.688965
	Iteration 51Q: 3 clusters Score -2978592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 24104 members 
Entering Unmasked Estep 
Score: -2978594.000000 Penalty: 5034.688965
	Iteration 52Q: 3 clusters Score -2978594 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 24104 members 
Entering Unmasked Estep 
Score: -2978594.000000 Penalty: 5034.688965
	Iteration 53F: 3 clusters Score -2978594 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (4146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Entering Unmasked Estep 
Score: -452140.062500 Penalty: 2065.814941
	Iteration 0F: 2 clusters Score -452140.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -448141.218750 Penalty: 4131.629883
	Iteration 0F: 3 clusters Score -448141.2 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -449099.093750 Penalty: 4131.629883
	Iteration 1F: 3 clusters Score -449099.1 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -449336.000000 Penalty: 4131.629883
	Iteration 2F: 3 clusters Score -449336 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -449474.718750 Penalty: 4131.629883
	Iteration 3F: 3 clusters Score -449474.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -449569.875000 Penalty: 4131.629883
	Iteration 4Q: 3 clusters Score -449569.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -449641.281250 Penalty: 4131.629883
	Iteration 5Q: 3 clusters Score -449641.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -449706.656250 Penalty: 4131.629883
	Iteration 6Q: 3 clusters Score -449706.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -449760.250000 Penalty: 4131.629883
	Iteration 7Q: 3 clusters Score -449760.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -449806.968750 Penalty: 4131.629883
	Iteration 8Q: 3 clusters Score -449807 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -449847.093750 Penalty: 4131.629883
	Iteration 9Q: 3 clusters Score -449847.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -449882.843750 Penalty: 4131.629883
	Iteration 10Q: 3 clusters Score -449882.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -449923.812500 Penalty: 4131.629883
	Iteration 11Q: 3 clusters Score -449923.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -449964.593750 Penalty: 4131.629883
	Iteration 12Q: 3 clusters Score -449964.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -450004.687500 Penalty: 4131.629883
	Iteration 13Q: 3 clusters Score -450004.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -450032.656250 Penalty: 4131.629883
	Iteration 14Q: 3 clusters Score -450032.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -450051.250000 Penalty: 4131.629883
	Iteration 15Q: 3 clusters Score -450051.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -450071.906250 Penalty: 4131.629883
	Iteration 16Q: 3 clusters Score -450071.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -450095.218750 Penalty: 4131.629883
	Iteration 17Q: 3 clusters Score -450095.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -450115.125000 Penalty: 4131.629883
	Iteration 18Q: 3 clusters Score -450115.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -450132.593750 Penalty: 4131.629883
	Iteration 19Q: 3 clusters Score -450132.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -450144.625000 Penalty: 4131.629883
	Iteration 20F: 3 clusters Score -450144.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -450155.250000 Penalty: 4131.629883
	Iteration 21Q: 3 clusters Score -450155.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -450163.000000 Penalty: 4131.629883
	Iteration 22Q: 3 clusters Score -450163 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -450170.125000 Penalty: 4131.629883
	Iteration 23Q: 3 clusters Score -450170.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -450173.593750 Penalty: 4131.629883
	Iteration 24Q: 3 clusters Score -450173.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -450176.968750 Penalty: 4131.629883
	Iteration 25Q: 3 clusters Score -450177 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -450180.718750 Penalty: 4131.629883
	Iteration 26Q: 3 clusters Score -450180.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -450185.093750 Penalty: 4131.629883
	Iteration 27Q: 3 clusters Score -450185.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -450189.531250 Penalty: 4131.629883
	Iteration 28Q: 3 clusters Score -450189.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -450189.906250 Penalty: 4131.629883
	Iteration 29Q: 3 clusters Score -450189.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -450189.718750 Penalty: 4131.629883
	Iteration 30Q: 3 clusters Score -450189.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -450189.718750 Penalty: 4131.629883
	Iteration 31F: 3 clusters Score -450189.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (6537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Entering Unmasked Estep 
Score: -750987.750000 Penalty: 2178.737793
	Iteration 0F: 2 clusters Score -750987.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -745616.375000 Penalty: 4357.475586
	Iteration 0F: 3 clusters Score -745616.4 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -747102.125000 Penalty: 4357.475586
	Iteration 1F: 3 clusters Score -747102.1 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -747327.375000 Penalty: 4357.475586
	Iteration 2F: 3 clusters Score -747327.4 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -747490.000000 Penalty: 4357.475586
	Iteration 3Q: 3 clusters Score -747490 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -747596.312500 Penalty: 4357.475586
	Iteration 4Q: 3 clusters Score -747596.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -747683.750000 Penalty: 4357.475586
	Iteration 5Q: 3 clusters Score -747683.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -747765.625000 Penalty: 4357.475586
	Iteration 6Q: 3 clusters Score -747765.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -747866.875000 Penalty: 4357.475586
	Iteration 7Q: 3 clusters Score -747866.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -747989.687500 Penalty: 4357.475586
	Iteration 8Q: 3 clusters Score -747989.7 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -748140.625000 Penalty: 4357.475586
	Iteration 9Q: 3 clusters Score -748140.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -748314.375000 Penalty: 4357.475586
	Iteration 10Q: 3 clusters Score -748314.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -748475.000000 Penalty: 4357.475586
	Iteration 11Q: 3 clusters Score -748475 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -748665.500000 Penalty: 4357.475586
	Iteration 12Q: 3 clusters Score -748665.5 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -748843.312500 Penalty: 4357.475586
	Iteration 13Q: 3 clusters Score -748843.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -748985.125000 Penalty: 4357.475586
	Iteration 14Q: 3 clusters Score -748985.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -749108.187500 Penalty: 4357.475586
	Iteration 15Q: 3 clusters Score -749108.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -749236.687500 Penalty: 4357.475586
	Iteration 16Q: 3 clusters Score -749236.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -749350.125000 Penalty: 4357.475586
	Iteration 17Q: 3 clusters Score -749350.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -749423.625000 Penalty: 4357.475586
	Iteration 18Q: 3 clusters Score -749423.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -749479.937500 Penalty: 4357.475586
	Iteration 19Q: 3 clusters Score -749479.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -749530.500000 Penalty: 4357.475586
	Iteration 20F: 3 clusters Score -749530.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -749566.812500 Penalty: 4357.475586
	Iteration 21Q: 3 clusters Score -749566.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -749597.062500 Penalty: 4357.475586
	Iteration 22Q: 3 clusters Score -749597.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -749625.000000 Penalty: 4357.475586
	Iteration 23Q: 3 clusters Score -749625 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -749648.187500 Penalty: 4357.475586
	Iteration 24Q: 3 clusters Score -749648.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -749658.000000 Penalty: 4357.475586
	Iteration 25Q: 3 clusters Score -749658 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -749664.750000 Penalty: 4357.475586
	Iteration 26Q: 3 clusters Score -749664.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -749670.062500 Penalty: 4357.475586
	Iteration 27Q: 3 clusters Score -749670.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -749676.687500 Penalty: 4357.475586
	Iteration 28Q: 3 clusters Score -749676.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -749680.875000 Penalty: 4357.475586
	Iteration 29Q: 3 clusters Score -749680.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -749685.375000 Penalty: 4357.475586
	Iteration 30Q: 3 clusters Score -749685.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -749691.750000 Penalty: 4357.475586
	Iteration 31Q: 3 clusters Score -749691.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -749696.562500 Penalty: 4357.475586
	Iteration 32Q: 3 clusters Score -749696.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -749696.812500 Penalty: 4357.475586
	Iteration 33Q: 3 clusters Score -749696.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -749698.125000 Penalty: 4357.475586
	Iteration 34Q: 3 clusters Score -749698.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -749698.812500 Penalty: 4357.475586
	Iteration 35Q: 3 clusters Score -749698.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -749698.812500 Penalty: 4357.475586
	Iteration 36F: 3 clusters Score -749698.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (3821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Entering Unmasked Estep 
Score: -445502.500000 Penalty: 2045.570312
	Iteration 0F: 2 clusters Score -445502.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -441683.281250 Penalty: 4091.140625
	Iteration 0F: 3 clusters Score -441683.3 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -442430.562500 Penalty: 4091.140625
	Iteration 1F: 3 clusters Score -442430.6 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -442616.718750 Penalty: 4091.140625
	Iteration 2F: 3 clusters Score -442616.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -442720.656250 Penalty: 4091.140625
	Iteration 3Q: 3 clusters Score -442720.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -442792.656250 Penalty: 4091.140625
	Iteration 4Q: 3 clusters Score -442792.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -442852.718750 Penalty: 4091.140625
	Iteration 5Q: 3 clusters Score -442852.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -442893.625000 Penalty: 4091.140625
	Iteration 6Q: 3 clusters Score -442893.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -442933.906250 Penalty: 4091.140625
	Iteration 7Q: 3 clusters Score -442933.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -442975.125000 Penalty: 4091.140625
	Iteration 8Q: 3 clusters Score -442975.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -443019.093750 Penalty: 4091.140625
	Iteration 9Q: 3 clusters Score -443019.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -443052.406250 Penalty: 4091.140625
	Iteration 10Q: 3 clusters Score -443052.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -443078.156250 Penalty: 4091.140625
	Iteration 11Q: 3 clusters Score -443078.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -443104.125000 Penalty: 4091.140625
	Iteration 12Q: 3 clusters Score -443104.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -443126.656250 Penalty: 4091.140625
	Iteration 13Q: 3 clusters Score -443126.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -443143.687500 Penalty: 4091.140625
	Iteration 14Q: 3 clusters Score -443143.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -443158.031250 Penalty: 4091.140625
	Iteration 15Q: 3 clusters Score -443158 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -443175.531250 Penalty: 4091.140625
	Iteration 16Q: 3 clusters Score -443175.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -443189.156250 Penalty: 4091.140625
	Iteration 17Q: 3 clusters Score -443189.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -443197.093750 Penalty: 4091.140625
	Iteration 18Q: 3 clusters Score -443197.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -443202.531250 Penalty: 4091.140625
	Iteration 19Q: 3 clusters Score -443202.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -443211.437500 Penalty: 4091.140625
	Iteration 20F: 3 clusters Score -443211.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -443220.187500 Penalty: 4091.140625
	Iteration 21Q: 3 clusters Score -443220.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -443228.312500 Penalty: 4091.140625
	Iteration 22Q: 3 clusters Score -443228.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -443238.218750 Penalty: 4091.140625
	Iteration 23Q: 3 clusters Score -443238.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -443245.093750 Penalty: 4091.140625
	Iteration 24Q: 3 clusters Score -443245.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -443254.468750 Penalty: 4091.140625
	Iteration 25Q: 3 clusters Score -443254.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -443258.343750 Penalty: 4091.140625
	Iteration 26Q: 3 clusters Score -443258.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -443267.375000 Penalty: 4091.140625
	Iteration 27Q: 3 clusters Score -443267.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -443278.812500 Penalty: 4091.140625
	Iteration 28Q: 3 clusters Score -443278.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -443288.187500 Penalty: 4091.140625
	Iteration 29Q: 3 clusters Score -443288.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -443299.375000 Penalty: 4091.140625
	Iteration 30Q: 3 clusters Score -443299.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -443306.718750 Penalty: 4091.140625
	Iteration 31Q: 3 clusters Score -443306.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -443317.968750 Penalty: 4091.140625
	Iteration 32Q: 3 clusters Score -443318 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -443322.937500 Penalty: 4091.140625
	Iteration 33Q: 3 clusters Score -443322.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -443329.156250 Penalty: 4091.140625
	Iteration 34Q: 3 clusters Score -443329.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -443336.406250 Penalty: 4091.140625
	Iteration 35Q: 3 clusters Score -443336.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -443341.437500 Penalty: 4091.140625
	Iteration 36Q: 3 clusters Score -443341.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -443351.718750 Penalty: 4091.140625
	Iteration 37Q: 3 clusters Score -443351.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -443359.718750 Penalty: 4091.140625
	Iteration 38Q: 3 clusters Score -443359.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -443369.312500 Penalty: 4091.140625
	Iteration 39Q: 3 clusters Score -443369.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -443377.343750 Penalty: 4091.140625
	Iteration 40F: 3 clusters Score -443377.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -443383.375000 Penalty: 4091.140625
	Iteration 41Q: 3 clusters Score -443383.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -443394.437500 Penalty: 4091.140625
	Iteration 42Q: 3 clusters Score -443394.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -443404.812500 Penalty: 4091.140625
	Iteration 43Q: 3 clusters Score -443404.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -443411.406250 Penalty: 4091.140625
	Iteration 44Q: 3 clusters Score -443411.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -443417.968750 Penalty: 4091.140625
	Iteration 45Q: 3 clusters Score -443418 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -443421.500000 Penalty: 4091.140625
	Iteration 46Q: 3 clusters Score -443421.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -443429.125000 Penalty: 4091.140625
	Iteration 47Q: 3 clusters Score -443429.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -443433.781250 Penalty: 4091.140625
	Iteration 48Q: 3 clusters Score -443433.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -443439.000000 Penalty: 4091.140625
	Iteration 49Q: 3 clusters Score -443439 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -443445.218750 Penalty: 4091.140625
	Iteration 50Q: 3 clusters Score -443445.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -443458.281250 Penalty: 4091.140625
	Iteration 51Q: 3 clusters Score -443458.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -443471.625000 Penalty: 4091.140625
	Iteration 52Q: 3 clusters Score -443471.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -443483.500000 Penalty: 4091.140625
	Iteration 53Q: 3 clusters Score -443483.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -443493.062500 Penalty: 4091.140625
	Iteration 54Q: 3 clusters Score -443493.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -443505.812500 Penalty: 4091.140625
	Iteration 55Q: 3 clusters Score -443505.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -443515.500000 Penalty: 4091.140625
	Iteration 56Q: 3 clusters Score -443515.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -443522.781250 Penalty: 4091.140625
	Iteration 57Q: 3 clusters Score -443522.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -443531.125000 Penalty: 4091.140625
	Iteration 58Q: 3 clusters Score -443531.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -443540.406250 Penalty: 4091.140625
	Iteration 59Q: 3 clusters Score -443540.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -443552.687500 Penalty: 4091.140625
	Iteration 60F: 3 clusters Score -443552.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -443560.937500 Penalty: 4091.140625
	Iteration 61Q: 3 clusters Score -443560.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -443572.750000 Penalty: 4091.140625
	Iteration 62Q: 3 clusters Score -443572.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -443583.968750 Penalty: 4091.140625
	Iteration 63Q: 3 clusters Score -443584 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -443591.375000 Penalty: 4091.140625
	Iteration 64Q: 3 clusters Score -443591.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -443600.718750 Penalty: 4091.140625
	Iteration 65Q: 3 clusters Score -443600.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -443602.750000 Penalty: 4091.140625
	Iteration 66Q: 3 clusters Score -443602.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -443605.968750 Penalty: 4091.140625
	Iteration 67Q: 3 clusters Score -443606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -443608.718750 Penalty: 4091.140625
	Iteration 68Q: 3 clusters Score -443608.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -443609.593750 Penalty: 4091.140625
	Iteration 69Q: 3 clusters Score -443609.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -443610.843750 Penalty: 4091.140625
	Iteration 70Q: 3 clusters Score -443610.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -443611.406250 Penalty: 4091.140625
	Iteration 71Q: 3 clusters Score -443611.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -443611.843750 Penalty: 4091.140625
	Iteration 72Q: 3 clusters Score -443611.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -443611.593750 Penalty: 4091.140625
	Iteration 73Q: 3 clusters Score -443611.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -443612.187500 Penalty: 4091.140625
	Iteration 74Q: 3 clusters Score -443612.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -443614.031250 Penalty: 4091.140625
	Iteration 75Q: 3 clusters Score -443614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -443614.937500 Penalty: 4091.140625
	Iteration 76Q: 3 clusters Score -443614.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -443617.593750 Penalty: 4091.140625
	Iteration 77Q: 3 clusters Score -443617.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -443619.562500 Penalty: 4091.140625
	Iteration 78Q: 3 clusters Score -443619.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -443622.312500 Penalty: 4091.140625
	Iteration 79Q: 3 clusters Score -443622.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -443622.406250 Penalty: 4091.140625
	Iteration 80F: 3 clusters Score -443622.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -443623.437500 Penalty: 4091.140625
	Iteration 81Q: 3 clusters Score -443623.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -443624.968750 Penalty: 4091.140625
	Iteration 82Q: 3 clusters Score -443625 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -443626.750000 Penalty: 4091.140625
	Iteration 83Q: 3 clusters Score -443626.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -443627.781250 Penalty: 4091.140625
	Iteration 84Q: 3 clusters Score -443627.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -443628.406250 Penalty: 4091.140625
	Iteration 85Q: 3 clusters Score -443628.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -443628.406250 Penalty: 4091.140625
	Iteration 86F: 3 clusters Score -443628.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Entering Unmasked Estep 
Score: -196102.921875 Penalty: 1887.245850
	Iteration 0F: 2 clusters Score -196102.9 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 1016 members 
Entering Unmasked Estep 
Score: -193509.328125 Penalty: 3774.491699
	Iteration 0F: 3 clusters Score -193509.3 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -194077.953125 Penalty: 3774.491699
	Iteration 1F: 3 clusters Score -194078 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -194306.328125 Penalty: 3774.491699
	Iteration 2F: 3 clusters Score -194306.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -194476.390625 Penalty: 3774.491699
	Iteration 3F: 3 clusters Score -194476.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -194618.281250 Penalty: 3774.491699
	Iteration 4F: 3 clusters Score -194618.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -194772.125000 Penalty: 3774.491699
	Iteration 5F: 3 clusters Score -194772.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -194948.234375 Penalty: 3774.491699
	Iteration 6F: 3 clusters Score -194948.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -195159.437500 Penalty: 3774.491699
	Iteration 7F: 3 clusters Score -195159.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -195325.093750 Penalty: 3774.491699
	Iteration 8Q: 3 clusters Score -195325.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -195424.593750 Penalty: 3774.491699
	Iteration 9Q: 3 clusters Score -195424.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -195501.609375 Penalty: 3774.491699
	Iteration 10Q: 3 clusters Score -195501.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -195538.375000 Penalty: 3774.491699
	Iteration 11Q: 3 clusters Score -195538.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -195564.625000 Penalty: 3774.491699
	Iteration 12Q: 3 clusters Score -195564.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -195586.062500 Penalty: 3774.491699
	Iteration 13Q: 3 clusters Score -195586.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -195603.703125 Penalty: 3774.491699
	Iteration 14Q: 3 clusters Score -195603.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -195618.578125 Penalty: 3774.491699
	Iteration 15Q: 3 clusters Score -195618.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -195629.781250 Penalty: 3774.491699
	Iteration 16Q: 3 clusters Score -195629.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -195639.125000 Penalty: 3774.491699
	Iteration 17Q: 3 clusters Score -195639.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -195647.796875 Penalty: 3774.491699
	Iteration 18Q: 3 clusters Score -195647.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -195658.937500 Penalty: 3774.491699
	Iteration 19Q: 3 clusters Score -195658.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -195670.406250 Penalty: 3774.491699
	Iteration 20F: 3 clusters Score -195670.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -195683.296875 Penalty: 3774.491699
	Iteration 21Q: 3 clusters Score -195683.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -195693.156250 Penalty: 3774.491699
	Iteration 22Q: 3 clusters Score -195693.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -195699.203125 Penalty: 3774.491699
	Iteration 23Q: 3 clusters Score -195699.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -195705.343750 Penalty: 3774.491699
	Iteration 24Q: 3 clusters Score -195705.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -195710.046875 Penalty: 3774.491699
	Iteration 25Q: 3 clusters Score -195710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -195713.343750 Penalty: 3774.491699
	Iteration 26Q: 3 clusters Score -195713.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -195714.265625 Penalty: 3774.491699
	Iteration 27Q: 3 clusters Score -195714.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -195715.187500 Penalty: 3774.491699
	Iteration 28Q: 3 clusters Score -195715.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -195715.187500 Penalty: 3774.491699
	Iteration 29F: 3 clusters Score -195715.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (5088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Entering Unmasked Estep 
Score: -536656.187500 Penalty: 2116.590820
	Iteration 0F: 2 clusters Score -536656.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -532166.312500 Penalty: 4233.181641
	Iteration 0F: 3 clusters Score -532166.3 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -533322.000000 Penalty: 4233.181641
	Iteration 1F: 3 clusters Score -533322 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -533606.750000 Penalty: 4233.181641
	Iteration 2F: 3 clusters Score -533606.8 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -533894.500000 Penalty: 4233.181641
	Iteration 3F: 3 clusters Score -533894.5 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -534194.437500 Penalty: 4233.181641
	Iteration 4F: 3 clusters Score -534194.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -534463.562500 Penalty: 4233.181641
	Iteration 5F: 3 clusters Score -534463.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -534678.687500 Penalty: 4233.181641
	Iteration 6Q: 3 clusters Score -534678.7 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -534856.312500 Penalty: 4233.181641
	Iteration 7Q: 3 clusters Score -534856.3 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -535049.437500 Penalty: 4233.181641
	Iteration 8Q: 3 clusters Score -535049.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -535191.875000 Penalty: 4233.181641
	Iteration 9Q: 3 clusters Score -535191.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -535317.062500 Penalty: 4233.181641
	Iteration 10Q: 3 clusters Score -535317.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -535415.750000 Penalty: 4233.181641
	Iteration 11Q: 3 clusters Score -535415.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -535513.375000 Penalty: 4233.181641
	Iteration 12Q: 3 clusters Score -535513.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -535592.125000 Penalty: 4233.181641
	Iteration 13Q: 3 clusters Score -535592.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -535655.187500 Penalty: 4233.181641
	Iteration 14Q: 3 clusters Score -535655.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -535706.250000 Penalty: 4233.181641
	Iteration 15Q: 3 clusters Score -535706.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -535761.750000 Penalty: 4233.181641
	Iteration 16Q: 3 clusters Score -535761.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -535831.687500 Penalty: 4233.181641
	Iteration 17Q: 3 clusters Score -535831.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -535884.375000 Penalty: 4233.181641
	Iteration 18Q: 3 clusters Score -535884.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -535935.375000 Penalty: 4233.181641
	Iteration 19Q: 3 clusters Score -535935.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -535996.937500 Penalty: 4233.181641
	Iteration 20F: 3 clusters Score -535996.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -536061.125000 Penalty: 4233.181641
	Iteration 21Q: 3 clusters Score -536061.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -536152.500000 Penalty: 4233.181641
	Iteration 22Q: 3 clusters Score -536152.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -536218.812500 Penalty: 4233.181641
	Iteration 23Q: 3 clusters Score -536218.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -536252.562500 Penalty: 4233.181641
	Iteration 24Q: 3 clusters Score -536252.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -536277.062500 Penalty: 4233.181641
	Iteration 25Q: 3 clusters Score -536277.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -536295.750000 Penalty: 4233.181641
	Iteration 26Q: 3 clusters Score -536295.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -536315.937500 Penalty: 4233.181641
	Iteration 27Q: 3 clusters Score -536315.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -536332.562500 Penalty: 4233.181641
	Iteration 28Q: 3 clusters Score -536332.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -536343.562500 Penalty: 4233.181641
	Iteration 29Q: 3 clusters Score -536343.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -536345.625000 Penalty: 4233.181641
	Iteration 30Q: 3 clusters Score -536345.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -536348.937500 Penalty: 4233.181641
	Iteration 31Q: 3 clusters Score -536348.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -536350.000000 Penalty: 4233.181641
	Iteration 32Q: 3 clusters Score -536350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -536352.187500 Penalty: 4233.181641
	Iteration 33Q: 3 clusters Score -536352.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -536353.875000 Penalty: 4233.181641
	Iteration 34Q: 3 clusters Score -536353.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -536355.062500 Penalty: 4233.181641
	Iteration 35Q: 3 clusters Score -536355.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -536355.062500 Penalty: 4233.181641
	Iteration 36F: 3 clusters Score -536355.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (237907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237907 members 
Entering Unmasked Estep 
Score: -28100236.000000 Penalty: 3070.149414
	Iteration 0F: 2 clusters Score -2.810024e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119028 members 
Mstep: Class 2 contains 118879 members 
Entering Unmasked Estep 
Score: -27949044.000000 Penalty: 6140.298828
	Iteration 0F: 3 clusters Score -2.794904e+07 nChanged 114898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116192 members 
Mstep: Class 2 contains 121715 members 
Entering Unmasked Estep 
Score: -28017016.000000 Penalty: 6140.298828
	Iteration 1F: 3 clusters Score -2.801702e+07 nChanged 6862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113976 members 
Mstep: Class 2 contains 123931 members 
Entering Unmasked Estep 
Score: -28018488.000000 Penalty: 6140.298828
	Iteration 2Q: 3 clusters Score -2.801849e+07 nChanged 7782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110642 members 
Mstep: Class 2 contains 127265 members 
Entering Unmasked Estep 
Score: -28020174.000000 Penalty: 6140.298828
	Iteration 3Q: 3 clusters Score -2.802017e+07 nChanged 9070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105810 members 
Mstep: Class 2 contains 132097 members 
Entering Unmasked Estep 
Score: -28023008.000000 Penalty: 6140.298828
	Iteration 4Q: 3 clusters Score -2.802301e+07 nChanged 10584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98998 members 
Mstep: Class 2 contains 138909 members 
Entering Unmasked Estep 
Score: -28026754.000000 Penalty: 6140.298828
	Iteration 5Q: 3 clusters Score -2.802675e+07 nChanged 11958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90034 members 
Mstep: Class 2 contains 147873 members 
Entering Unmasked Estep 
Score: -28031656.000000 Penalty: 6140.298828
	Iteration 6F: 3 clusters Score -2.803166e+07 nChanged 13546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78574 members 
Mstep: Class 2 contains 159333 members 
Entering Unmasked Estep 
Score: -28037782.000000 Penalty: 6140.298828
	Iteration 7F: 3 clusters Score -2.803778e+07 nChanged 14998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64626 members 
Mstep: Class 2 contains 173281 members 
Entering Unmasked Estep 
Score: -28046022.000000 Penalty: 6140.298828
	Iteration 8F: 3 clusters Score -2.804602e+07 nChanged 15777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49189 members 
Mstep: Class 2 contains 188718 members 
Entering Unmasked Estep 
Score: -28055082.000000 Penalty: 6140.298828
	Iteration 9F: 3 clusters Score -2.805508e+07 nChanged 15520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33757 members 
Mstep: Class 2 contains 204150 members 
Entering Unmasked Estep 
Score: -28065870.000000 Penalty: 6140.298828
	Iteration 10F: 3 clusters Score -2.806587e+07 nChanged 13622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20137 members 
Mstep: Class 2 contains 217770 members 
Entering Unmasked Estep 
Score: -28077248.000000 Penalty: 6140.298828
	Iteration 11F: 3 clusters Score -2.807725e+07 nChanged 10167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 227937 members 
Entering Unmasked Estep 
Score: -28086938.000000 Penalty: 6140.298828
	Iteration 12Q: 3 clusters Score -2.808694e+07 nChanged 5705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 233642 members 
Entering Unmasked Estep 
Score: -28092748.000000 Penalty: 6140.298828
	Iteration 13Q: 3 clusters Score -2.809275e+07 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 236139 members 
Entering Unmasked Estep 
Score: -28095542.000000 Penalty: 6140.298828
	Iteration 14Q: 3 clusters Score -2.809554e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 237018 members 
Entering Unmasked Estep 
Score: -28096662.000000 Penalty: 6140.298828
	Iteration 15Q: 3 clusters Score -2.809666e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 237306 members 
Entering Unmasked Estep 
Score: -28097076.000000 Penalty: 6140.298828
	Iteration 16Q: 3 clusters Score -2.809708e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 237407 members 
Entering Unmasked Estep 
Score: -28097220.000000 Penalty: 6140.298828
	Iteration 17Q: 3 clusters Score -2.809722e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 237442 members 
Entering Unmasked Estep 
Score: -28097318.000000 Penalty: 6140.298828
	Iteration 18Q: 3 clusters Score -2.809732e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 237469 members 
Entering Unmasked Estep 
Score: -28097332.000000 Penalty: 6140.298828
	Iteration 19Q: 3 clusters Score -2.809733e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 237479 members 
Entering Unmasked Estep 
Score: -28097352.000000 Penalty: 6140.298828
	Iteration 20F: 3 clusters Score -2.809735e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 237484 members 
Entering Unmasked Estep 
Score: -28097376.000000 Penalty: 6140.298828
	Iteration 21Q: 3 clusters Score -2.809738e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 237488 members 
Entering Unmasked Estep 
Score: -28097388.000000 Penalty: 6140.298828
	Iteration 22Q: 3 clusters Score -2.809739e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 237491 members 
Entering Unmasked Estep 
Score: -28097402.000000 Penalty: 6140.298828
	Iteration 23Q: 3 clusters Score -2.80974e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 237500 members 
Entering Unmasked Estep 
Score: -28097404.000000 Penalty: 6140.298828
	Iteration 24Q: 3 clusters Score -2.80974e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 237504 members 
Entering Unmasked Estep 
Score: -28097422.000000 Penalty: 6140.298828
	Iteration 25Q: 3 clusters Score -2.809742e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 237506 members 
Entering Unmasked Estep 
Score: -28097436.000000 Penalty: 6140.298828
	Iteration 26Q: 3 clusters Score -2.809744e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 237508 members 
Entering Unmasked Estep 
Score: -28097442.000000 Penalty: 6140.298828
	Iteration 27Q: 3 clusters Score -2.809744e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 237507 members 
Entering Unmasked Estep 
Score: -28097448.000000 Penalty: 6140.298828
	Iteration 28Q: 3 clusters Score -2.809745e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 237507 members 
Entering Unmasked Estep 
Score: -28097452.000000 Penalty: 6140.298828
	Iteration 29Q: 3 clusters Score -2.809745e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 237508 members 
Entering Unmasked Estep 
Score: -28097440.000000 Penalty: 6140.298828
	Iteration 30Q: 3 clusters Score -2.809744e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 237506 members 
Entering Unmasked Estep 
Score: -28097454.000000 Penalty: 6140.298828
	Iteration 31Q: 3 clusters Score -2.809745e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 237506 members 
Entering Unmasked Estep 
Score: -28097454.000000 Penalty: 6140.298828
	Iteration 32F: 3 clusters Score -2.809745e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (17025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17025 members 
Entering Unmasked Estep 
Score: -1956134.250000 Penalty: 2416.124756
	Iteration 0F: 2 clusters Score -1956134 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -1944017.000000 Penalty: 4832.249512
	Iteration 0F: 3 clusters Score -1944017 nChanged 7408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -1948234.000000 Penalty: 4832.249512
	Iteration 1F: 3 clusters Score -1948234 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -1949089.375000 Penalty: 4832.249512
	Iteration 2F: 3 clusters Score -1949089 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -1949933.000000 Penalty: 4832.249512
	Iteration 3F: 3 clusters Score -1949933 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -1950736.375000 Penalty: 4832.249512
	Iteration 4F: 3 clusters Score -1950736 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -1951439.250000 Penalty: 4832.249512
	Iteration 5F: 3 clusters Score -1951439 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -1952034.375000 Penalty: 4832.249512
	Iteration 6F: 3 clusters Score -1952034 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -1952543.375000 Penalty: 4832.249512
	Iteration 7Q: 3 clusters Score -1952543 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 12309 members 
Entering Unmasked Estep 
Score: -1952968.875000 Penalty: 4832.249512
	Iteration 8Q: 3 clusters Score -1952969 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 12579 members 
Entering Unmasked Estep 
Score: -1953342.375000 Penalty: 4832.249512
	Iteration 9Q: 3 clusters Score -1953342 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 12764 members 
Entering Unmasked Estep 
Score: -1953623.500000 Penalty: 4832.249512
	Iteration 10Q: 3 clusters Score -1953624 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 12870 members 
Entering Unmasked Estep 
Score: -1953854.625000 Penalty: 4832.249512
	Iteration 11Q: 3 clusters Score -1953855 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 12933 members 
Entering Unmasked Estep 
Score: -1954014.250000 Penalty: 4832.249512
	Iteration 12Q: 3 clusters Score -1954014 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 12971 members 
Entering Unmasked Estep 
Score: -1954126.375000 Penalty: 4832.249512
	Iteration 13Q: 3 clusters Score -1954126 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 12981 members 
Entering Unmasked Estep 
Score: -1954233.250000 Penalty: 4832.249512
	Iteration 14Q: 3 clusters Score -1954233 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 13016 members 
Entering Unmasked Estep 
Score: -1954309.500000 Penalty: 4832.249512
	Iteration 15Q: 3 clusters Score -1954310 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 13050 members 
Entering Unmasked Estep 
Score: -1954365.625000 Penalty: 4832.249512
	Iteration 16Q: 3 clusters Score -1954366 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 13055 members 
Entering Unmasked Estep 
Score: -1954393.125000 Penalty: 4832.249512
	Iteration 17Q: 3 clusters Score -1954393 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 13067 members 
Entering Unmasked Estep 
Score: -1954427.250000 Penalty: 4832.249512
	Iteration 18Q: 3 clusters Score -1954427 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 13090 members 
Entering Unmasked Estep 
Score: -1954461.750000 Penalty: 4832.249512
	Iteration 19Q: 3 clusters Score -1954462 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 13120 members 
Entering Unmasked Estep 
Score: -1954490.000000 Penalty: 4832.249512
	Iteration 20F: 3 clusters Score -1954490 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 13145 members 
Entering Unmasked Estep 
Score: -1954520.750000 Penalty: 4832.249512
	Iteration 21Q: 3 clusters Score -1954521 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 13166 members 
Entering Unmasked Estep 
Score: -1954533.875000 Penalty: 4832.249512
	Iteration 22Q: 3 clusters Score -1954534 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 13193 members 
Entering Unmasked Estep 
Score: -1954546.375000 Penalty: 4832.249512
	Iteration 23Q: 3 clusters Score -1954546 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 13222 members 
Entering Unmasked Estep 
Score: -1954565.750000 Penalty: 4832.249512
	Iteration 24Q: 3 clusters Score -1954566 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 13243 members 
Entering Unmasked Estep 
Score: -1954584.625000 Penalty: 4832.249512
	Iteration 25Q: 3 clusters Score -1954585 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 13247 members 
Entering Unmasked Estep 
Score: -1954596.750000 Penalty: 4832.249512
	Iteration 26Q: 3 clusters Score -1954597 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 13252 members 
Entering Unmasked Estep 
Score: -1954604.750000 Penalty: 4832.249512
	Iteration 27Q: 3 clusters Score -1954605 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 13258 members 
Entering Unmasked Estep 
Score: -1954615.500000 Penalty: 4832.249512
	Iteration 28Q: 3 clusters Score -1954616 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 13264 members 
Entering Unmasked Estep 
Score: -1954618.625000 Penalty: 4832.249512
	Iteration 29Q: 3 clusters Score -1954619 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 13261 members 
Entering Unmasked Estep 
Score: -1954627.875000 Penalty: 4832.249512
	Iteration 30Q: 3 clusters Score -1954628 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 13261 members 
Entering Unmasked Estep 
Score: -1954625.250000 Penalty: 4832.249512
	Iteration 31Q: 3 clusters Score -1954625 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 13257 members 
Entering Unmasked Estep 
Score: -1954622.625000 Penalty: 4832.249512
	Iteration 32Q: 3 clusters Score -1954623 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 13265 members 
Entering Unmasked Estep 
Score: -1954631.250000 Penalty: 4832.249512
	Iteration 33Q: 3 clusters Score -1954631 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 13271 members 
Entering Unmasked Estep 
Score: -1954634.125000 Penalty: 4832.249512
	Iteration 34Q: 3 clusters Score -1954634 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 13273 members 
Entering Unmasked Estep 
Score: -1954634.000000 Penalty: 4832.249512
	Iteration 35Q: 3 clusters Score -1954634 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 13278 members 
Entering Unmasked Estep 
Score: -1954632.500000 Penalty: 4832.249512
	Iteration 36Q: 3 clusters Score -1954632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 13282 members 
Entering Unmasked Estep 
Score: -1954638.500000 Penalty: 4832.249512
	Iteration 37Q: 3 clusters Score -1954638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 13283 members 
Entering Unmasked Estep 
Score: -1954638.750000 Penalty: 4832.249512
	Iteration 38Q: 3 clusters Score -1954639 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 13280 members 
Entering Unmasked Estep 
Score: -1954636.625000 Penalty: 4832.249512
	Iteration 39Q: 3 clusters Score -1954637 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 13277 members 
Entering Unmasked Estep 
Score: -1954638.500000 Penalty: 4832.249512
	Iteration 40F: 3 clusters Score -1954638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 13276 members 
Entering Unmasked Estep 
Score: -1954640.375000 Penalty: 4832.249512
	Iteration 41Q: 3 clusters Score -1954640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 13275 members 
Entering Unmasked Estep 
Score: -1954639.750000 Penalty: 4832.249512
	Iteration 42Q: 3 clusters Score -1954640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 13274 members 
Entering Unmasked Estep 
Score: -1954641.750000 Penalty: 4832.249512
	Iteration 43Q: 3 clusters Score -1954642 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 13274 members 
Entering Unmasked Estep 
Score: -1954641.750000 Penalty: 4832.249512
	Iteration 44F: 3 clusters Score -1954642 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 952 members 
Mstep: Class 3 contains 213155 members 
Mstep: Class 4 contains 12483 members 
Mstep: Class 5 contains 86803 members 
Mstep: Class 6 contains 15932 members 
Mstep: Class 7 contains 11340 members 
Mstep: Class 8 contains 20189 members 
Mstep: Class 9 contains 7229 members 
Mstep: Class 10 contains 43280 members 
Mstep: Class 11 contains 7965 members 
Mstep: Class 12 contains 36816 members 
Mstep: Class 13 contains 5032 members 
Mstep: Class 14 contains 4098 members 
Mstep: Class 15 contains 9148 members 
Mstep: Class 16 contains 30304 members 
Mstep: Class 17 contains 10239 members 
Mstep: Class 18 contains 1181 members 
Mstep: Class 19 contains 35164 members 
Mstep: Class 20 contains 119056 members 
Mstep: Class 21 contains 75817 members 
Mstep: Class 22 contains 1511 members 
Mstep: Class 23 contains 1354 members 
Mstep: Class 24 contains 228808 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4185 members 
Mstep: Class 27 contains 71335 members 
Mstep: Class 28 contains 25606 members 
Mstep: Class 29 contains 4146 members 
Mstep: Class 30 contains 6537 members 
Mstep: Class 31 contains 3821 members 
Mstep: Class 32 contains 2018 members 
Mstep: Class 33 contains 5088 members 
Mstep: Class 34 contains 237907 members 
Mstep: Class 35 contains 17025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155652752.000000 Penalty: 122589.179688
Iteration 119Q: 36 clusters Score -1.556528e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 952 members 
Mstep: Class 3 contains 213158 members 
Mstep: Class 4 contains 12482 members 
Mstep: Class 5 contains 86795 members 
Mstep: Class 6 contains 15932 members 
Mstep: Class 7 contains 11340 members 
Mstep: Class 8 contains 20188 members 
Mstep: Class 9 contains 7229 members 
Mstep: Class 10 contains 43280 members 
Mstep: Class 11 contains 7965 members 
Mstep: Class 12 contains 36816 members 
Mstep: Class 13 contains 5029 members 
Mstep: Class 14 contains 4097 members 
Mstep: Class 15 contains 9148 members 
Mstep: Class 16 contains 30305 members 
Mstep: Class 17 contains 10241 members 
Mstep: Class 18 contains 1181 members 
Mstep: Class 19 contains 35166 members 
Mstep: Class 20 contains 119057 members 
Mstep: Class 21 contains 75817 members 
Mstep: Class 22 contains 1511 members 
Mstep: Class 23 contains 1354 members 
Mstep: Class 24 contains 228812 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4184 members 
Mstep: Class 27 contains 71335 members 
Mstep: Class 28 contains 25606 members 
Mstep: Class 29 contains 4146 members 
Mstep: Class 30 contains 6538 members 
Mstep: Class 31 contains 3821 members 
Mstep: Class 32 contains 2018 members 
Mstep: Class 33 contains 5089 members 
Mstep: Class 34 contains 237907 members 
Mstep: Class 35 contains 17025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155652736.000000 Penalty: 122589.179688
Iteration 120F: 36 clusters Score -1.556527e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 952 members 
Mstep: Class 3 contains 213159 members 
Mstep: Class 4 contains 12482 members 
Mstep: Class 5 contains 86790 members 
Mstep: Class 6 contains 15932 members 
Mstep: Class 7 contains 11340 members 
Mstep: Class 8 contains 20188 members 
Mstep: Class 9 contains 7229 members 
Mstep: Class 10 contains 43278 members 
Mstep: Class 11 contains 7965 members 
Mstep: Class 12 contains 36816 members 
Mstep: Class 13 contains 5029 members 
Mstep: Class 14 contains 4097 members 
Mstep: Class 15 contains 9148 members 
Mstep: Class 16 contains 30305 members 
Mstep: Class 17 contains 10241 members 
Mstep: Class 18 contains 1181 members 
Mstep: Class 19 contains 35170 members 
Mstep: Class 20 contains 119057 members 
Mstep: Class 21 contains 75817 members 
Mstep: Class 22 contains 1511 members 
Mstep: Class 23 contains 1354 members 
Mstep: Class 24 contains 228812 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4184 members 
Mstep: Class 27 contains 71334 members 
Mstep: Class 28 contains 25605 members 
Mstep: Class 29 contains 4146 members 
Mstep: Class 30 contains 6538 members 
Mstep: Class 31 contains 3821 members 
Mstep: Class 32 contains 2018 members 
Mstep: Class 33 contains 5091 members 
Mstep: Class 34 contains 237909 members 
Mstep: Class 35 contains 17025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155652672.000000 Penalty: 122589.179688
Iteration 121Q: 36 clusters Score -1.556527e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 952 members 
Mstep: Class 3 contains 213158 members 
Mstep: Class 4 contains 12482 members 
Mstep: Class 5 contains 86789 members 
Mstep: Class 6 contains 15932 members 
Mstep: Class 7 contains 11340 members 
Mstep: Class 8 contains 20188 members 
Mstep: Class 9 contains 7229 members 
Mstep: Class 10 contains 43277 members 
Mstep: Class 11 contains 7965 members 
Mstep: Class 12 contains 36816 members 
Mstep: Class 13 contains 5030 members 
Mstep: Class 14 contains 4097 members 
Mstep: Class 15 contains 9148 members 
Mstep: Class 16 contains 30305 members 
Mstep: Class 17 contains 10241 members 
Mstep: Class 18 contains 1181 members 
Mstep: Class 19 contains 35170 members 
Mstep: Class 20 contains 119056 members 
Mstep: Class 21 contains 75817 members 
Mstep: Class 22 contains 1511 members 
Mstep: Class 23 contains 1354 members 
Mstep: Class 24 contains 228811 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4184 members 
Mstep: Class 27 contains 71335 members 
Mstep: Class 28 contains 25606 members 
Mstep: Class 29 contains 4146 members 
Mstep: Class 30 contains 6539 members 
Mstep: Class 31 contains 3821 members 
Mstep: Class 32 contains 2018 members 
Mstep: Class 33 contains 5091 members 
Mstep: Class 34 contains 237910 members 
Mstep: Class 35 contains 17025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155652768.000000 Penalty: 122589.179688
Iteration 122Q: 36 clusters Score -1.556528e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 952 members 
Mstep: Class 3 contains 213158 members 
Mstep: Class 4 contains 12482 members 
Mstep: Class 5 contains 86787 members 
Mstep: Class 6 contains 15932 members 
Mstep: Class 7 contains 11340 members 
Mstep: Class 8 contains 20188 members 
Mstep: Class 9 contains 7229 members 
Mstep: Class 10 contains 43277 members 
Mstep: Class 11 contains 7965 members 
Mstep: Class 12 contains 36816 members 
Mstep: Class 13 contains 5028 members 
Mstep: Class 14 contains 4097 members 
Mstep: Class 15 contains 9148 members 
Mstep: Class 16 contains 30305 members 
Mstep: Class 17 contains 10241 members 
Mstep: Class 18 contains 1181 members 
Mstep: Class 19 contains 35172 members 
Mstep: Class 20 contains 119056 members 
Mstep: Class 21 contains 75818 members 
Mstep: Class 22 contains 1511 members 
Mstep: Class 23 contains 1354 members 
Mstep: Class 24 contains 228810 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4184 members 
Mstep: Class 27 contains 71334 members 
Mstep: Class 28 contains 25609 members 
Mstep: Class 29 contains 4146 members 
Mstep: Class 30 contains 6538 members 
Mstep: Class 31 contains 3821 members 
Mstep: Class 32 contains 2018 members 
Mstep: Class 33 contains 5092 members 
Mstep: Class 34 contains 237910 members 
Mstep: Class 35 contains 17025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155652672.000000 Penalty: 122589.179688
Iteration 123Q: 36 clusters Score -1.556527e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 952 members 
Mstep: Class 3 contains 213156 members 
Mstep: Class 4 contains 12482 members 
Mstep: Class 5 contains 86785 members 
Mstep: Class 6 contains 15932 members 
Mstep: Class 7 contains 11340 members 
Mstep: Class 8 contains 20189 members 
Mstep: Class 9 contains 7229 members 
Mstep: Class 10 contains 43275 members 
Mstep: Class 11 contains 7965 members 
Mstep: Class 12 contains 36816 members 
Mstep: Class 13 contains 5028 members 
Mstep: Class 14 contains 4098 members 
Mstep: Class 15 contains 9148 members 
Mstep: Class 16 contains 30305 members 
Mstep: Class 17 contains 10241 members 
Mstep: Class 18 contains 1181 members 
Mstep: Class 19 contains 35176 members 
Mstep: Class 20 contains 119057 members 
Mstep: Class 21 contains 75821 members 
Mstep: Class 22 contains 1511 members 
Mstep: Class 23 contains 1352 members 
Mstep: Class 24 contains 228810 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4184 members 
Mstep: Class 27 contains 71330 members 
Mstep: Class 28 contains 25606 members 
Mstep: Class 29 contains 4146 members 
Mstep: Class 30 contains 6537 members 
Mstep: Class 31 contains 3821 members 
Mstep: Class 32 contains 2018 members 
Mstep: Class 33 contains 5097 members 
Mstep: Class 34 contains 237911 members 
Mstep: Class 35 contains 17025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155652672.000000 Penalty: 122589.179688
Iteration 124Q: 36 clusters Score -1.556527e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 952 members 
Mstep: Class 3 contains 213158 members 
Mstep: Class 4 contains 12483 members 
Mstep: Class 5 contains 86783 members 
Mstep: Class 6 contains 15932 members 
Mstep: Class 7 contains 11340 members 
Mstep: Class 8 contains 20188 members 
Mstep: Class 9 contains 7229 members 
Mstep: Class 10 contains 43272 members 
Mstep: Class 11 contains 7965 members 
Mstep: Class 12 contains 36815 members 
Mstep: Class 13 contains 5028 members 
Mstep: Class 14 contains 4098 members 
Mstep: Class 15 contains 9148 members 
Mstep: Class 16 contains 30305 members 
Mstep: Class 17 contains 10242 members 
Mstep: Class 18 contains 1181 members 
Mstep: Class 19 contains 35177 members 
Mstep: Class 20 contains 119056 members 
Mstep: Class 21 contains 75822 members 
Mstep: Class 22 contains 1511 members 
Mstep: Class 23 contains 1352 members 
Mstep: Class 24 contains 228814 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4184 members 
Mstep: Class 27 contains 71331 members 
Mstep: Class 28 contains 25601 members 
Mstep: Class 29 contains 4146 members 
Mstep: Class 30 contains 6535 members 
Mstep: Class 31 contains 3821 members 
Mstep: Class 32 contains 2018 members 
Mstep: Class 33 contains 5100 members 
Mstep: Class 34 contains 237912 members 
Mstep: Class 35 contains 17025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155652720.000000 Penalty: 122589.179688
Iteration 125Q: 36 clusters Score -1.556527e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 952 members 
Mstep: Class 3 contains 213162 members 
Mstep: Class 4 contains 12484 members 
Mstep: Class 5 contains 86780 members 
Mstep: Class 6 contains 15932 members 
Mstep: Class 7 contains 11340 members 
Mstep: Class 8 contains 20184 members 
Mstep: Class 9 contains 7229 members 
Mstep: Class 10 contains 43272 members 
Mstep: Class 11 contains 7965 members 
Mstep: Class 12 contains 36815 members 
Mstep: Class 13 contains 5028 members 
Mstep: Class 14 contains 4097 members 
Mstep: Class 15 contains 9148 members 
Mstep: Class 16 contains 30305 members 
Mstep: Class 17 contains 10243 members 
Mstep: Class 18 contains 1181 members 
Mstep: Class 19 contains 35179 members 
Mstep: Class 20 contains 119056 members 
Mstep: Class 21 contains 75823 members 
Mstep: Class 22 contains 1511 members 
Mstep: Class 23 contains 1352 members 
Mstep: Class 24 contains 228818 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4184 members 
Mstep: Class 27 contains 71331 members 
Mstep: Class 28 contains 25597 members 
Mstep: Class 29 contains 4146 members 
Mstep: Class 30 contains 6534 members 
Mstep: Class 31 contains 3821 members 
Mstep: Class 32 contains 2017 members 
Mstep: Class 33 contains 5102 members 
Mstep: Class 34 contains 237911 members 
Mstep: Class 35 contains 17025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155652736.000000 Penalty: 122589.179688
Iteration 126Q: 36 clusters Score -1.556527e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 952 members 
Mstep: Class 3 contains 213163 members 
Mstep: Class 4 contains 12484 members 
Mstep: Class 5 contains 86774 members 
Mstep: Class 6 contains 15932 members 
Mstep: Class 7 contains 11340 members 
Mstep: Class 8 contains 20180 members 
Mstep: Class 9 contains 7229 members 
Mstep: Class 10 contains 43270 members 
Mstep: Class 11 contains 7965 members 
Mstep: Class 12 contains 36815 members 
Mstep: Class 13 contains 5027 members 
Mstep: Class 14 contains 4096 members 
Mstep: Class 15 contains 9148 members 
Mstep: Class 16 contains 30305 members 
Mstep: Class 17 contains 10243 members 
Mstep: Class 18 contains 1181 members 
Mstep: Class 19 contains 35185 members 
Mstep: Class 20 contains 119058 members 
Mstep: Class 21 contains 75825 members 
Mstep: Class 22 contains 1511 members 
Mstep: Class 23 contains 1352 members 
Mstep: Class 24 contains 228818 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4184 members 
Mstep: Class 27 contains 71331 members 
Mstep: Class 28 contains 25596 members 
Mstep: Class 29 contains 4146 members 
Mstep: Class 30 contains 6533 members 
Mstep: Class 31 contains 3821 members 
Mstep: Class 32 contains 2017 members 
Mstep: Class 33 contains 5106 members 
Mstep: Class 34 contains 237912 members 
Mstep: Class 35 contains 17025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155652784.000000 Penalty: 122589.179688
Iteration 127Q: 36 clusters Score -1.556528e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 952 members 
Mstep: Class 3 contains 213165 members 
Mstep: Class 4 contains 12484 members 
Mstep: Class 5 contains 86771 members 
Mstep: Class 6 contains 15932 members 
Mstep: Class 7 contains 11340 members 
Mstep: Class 8 contains 20179 members 
Mstep: Class 9 contains 7229 members 
Mstep: Class 10 contains 43269 members 
Mstep: Class 11 contains 7965 members 
Mstep: Class 12 contains 36815 members 
Mstep: Class 13 contains 5026 members 
Mstep: Class 14 contains 4097 members 
Mstep: Class 15 contains 9148 members 
Mstep: Class 16 contains 30305 members 
Mstep: Class 17 contains 10243 members 
Mstep: Class 18 contains 1181 members 
Mstep: Class 19 contains 35187 members 
Mstep: Class 20 contains 119058 members 
Mstep: Class 21 contains 75826 members 
Mstep: Class 22 contains 1511 members 
Mstep: Class 23 contains 1351 members 
Mstep: Class 24 contains 228820 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4184 members 
Mstep: Class 27 contains 71330 members 
Mstep: Class 28 contains 25595 members 
Mstep: Class 29 contains 4146 members 
Mstep: Class 30 contains 6532 members 
Mstep: Class 31 contains 3821 members 
Mstep: Class 32 contains 2017 members 
Mstep: Class 33 contains 5108 members 
Mstep: Class 34 contains 237912 members 
Mstep: Class 35 contains 17025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155652736.000000 Penalty: 122589.179688
Iteration 128Q: 36 clusters Score -1.556527e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 952 members 
Mstep: Class 3 contains 213166 members 
Mstep: Class 4 contains 12484 members 
Mstep: Class 5 contains 86768 members 
Mstep: Class 6 contains 15932 members 
Mstep: Class 7 contains 11340 members 
Mstep: Class 8 contains 20179 members 
Mstep: Class 9 contains 7229 members 
Mstep: Class 10 contains 43268 members 
Mstep: Class 11 contains 7965 members 
Mstep: Class 12 contains 36815 members 
Mstep: Class 13 contains 5025 members 
Mstep: Class 14 contains 4099 members 
Mstep: Class 15 contains 9148 members 
Mstep: Class 16 contains 30305 members 
Mstep: Class 17 contains 10243 members 
Mstep: Class 18 contains 1181 members 
Mstep: Class 19 contains 35187 members 
Mstep: Class 20 contains 119060 members 
Mstep: Class 21 contains 75826 members 
Mstep: Class 22 contains 1511 members 
Mstep: Class 23 contains 1349 members 
Mstep: Class 24 contains 228820 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4184 members 
Mstep: Class 27 contains 71330 members 
Mstep: Class 28 contains 25594 members 
Mstep: Class 29 contains 4146 members 
Mstep: Class 30 contains 6530 members 
Mstep: Class 31 contains 3821 members 
Mstep: Class 32 contains 2017 members 
Mstep: Class 33 contains 5112 members 
Mstep: Class 34 contains 237913 members 
Mstep: Class 35 contains 17025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155652752.000000 Penalty: 122589.179688
Iteration 129Q: 36 clusters Score -1.556528e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 952 members 
Mstep: Class 3 contains 213166 members 
Mstep: Class 4 contains 12484 members 
Mstep: Class 5 contains 86765 members 
Mstep: Class 6 contains 15932 members 
Mstep: Class 7 contains 11340 members 
Mstep: Class 8 contains 20178 members 
Mstep: Class 9 contains 7229 members 
Mstep: Class 10 contains 43267 members 
Mstep: Class 11 contains 7965 members 
Mstep: Class 12 contains 36815 members 
Mstep: Class 13 contains 5026 members 
Mstep: Class 14 contains 4101 members 
Mstep: Class 15 contains 9148 members 
Mstep: Class 16 contains 30305 members 
Mstep: Class 17 contains 10244 members 
Mstep: Class 18 contains 1181 members 
Mstep: Class 19 contains 35191 members 
Mstep: Class 20 contains 119063 members 
Mstep: Class 21 contains 75827 members 
Mstep: Class 22 contains 1511 members 
Mstep: Class 23 contains 1348 members 
Mstep: Class 24 contains 228821 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4184 members 
Mstep: Class 27 contains 71329 members 
Mstep: Class 28 contains 25590 members 
Mstep: Class 29 contains 4146 members 
Mstep: Class 30 contains 6527 members 
Mstep: Class 31 contains 3821 members 
Mstep: Class 32 contains 2017 members 
Mstep: Class 33 contains 5113 members 
Mstep: Class 34 contains 237913 members 
Mstep: Class 35 contains 17025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155652784.000000 Penalty: 122589.179688
Iteration 130Q: 36 clusters Score -1.556528e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 952 members 
Mstep: Class 3 contains 213167 members 
Mstep: Class 4 contains 12484 members 
Mstep: Class 5 contains 86762 members 
Mstep: Class 6 contains 15932 members 
Mstep: Class 7 contains 11340 members 
Mstep: Class 8 contains 20177 members 
Mstep: Class 9 contains 7229 members 
Mstep: Class 10 contains 43267 members 
Mstep: Class 11 contains 7965 members 
Mstep: Class 12 contains 36815 members 
Mstep: Class 13 contains 5026 members 
Mstep: Class 14 contains 4100 members 
Mstep: Class 15 contains 9148 members 
Mstep: Class 16 contains 30305 members 
Mstep: Class 17 contains 10245 members 
Mstep: Class 18 contains 1181 members 
Mstep: Class 19 contains 35196 members 
Mstep: Class 20 contains 119064 members 
Mstep: Class 21 contains 75828 members 
Mstep: Class 22 contains 1511 members 
Mstep: Class 23 contains 1348 members 
Mstep: Class 24 contains 228823 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4184 members 
Mstep: Class 27 contains 71328 members 
Mstep: Class 28 contains 25587 members 
Mstep: Class 29 contains 4146 members 
Mstep: Class 30 contains 6526 members 
Mstep: Class 31 contains 3821 members 
Mstep: Class 32 contains 2017 members 
Mstep: Class 33 contains 5111 members 
Mstep: Class 34 contains 237914 members 
Mstep: Class 35 contains 17025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155652768.000000 Penalty: 122589.179688
Iteration 131Q: 36 clusters Score -1.556528e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 952 members 
Mstep: Class 3 contains 213168 members 
Mstep: Class 4 contains 12484 members 
Mstep: Class 5 contains 86761 members 
Mstep: Class 6 contains 15932 members 
Mstep: Class 7 contains 11340 members 
Mstep: Class 8 contains 20176 members 
Mstep: Class 9 contains 7229 members 
Mstep: Class 10 contains 43266 members 
Mstep: Class 11 contains 7965 members 
Mstep: Class 12 contains 36815 members 
Mstep: Class 13 contains 5026 members 
Mstep: Class 14 contains 4100 members 
Mstep: Class 15 contains 9148 members 
Mstep: Class 16 contains 30305 members 
Mstep: Class 17 contains 10245 members 
Mstep: Class 18 contains 1181 members 
Mstep: Class 19 contains 35197 members 
Mstep: Class 20 contains 119065 members 
Mstep: Class 21 contains 75829 members 
Mstep: Class 22 contains 1511 members 
Mstep: Class 23 contains 1348 members 
Mstep: Class 24 contains 228826 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4184 members 
Mstep: Class 27 contains 71327 members 
Mstep: Class 28 contains 25584 members 
Mstep: Class 29 contains 4146 members 
Mstep: Class 30 contains 6525 members 
Mstep: Class 31 contains 3821 members 
Mstep: Class 32 contains 2017 members 
Mstep: Class 33 contains 5112 members 
Mstep: Class 34 contains 237914 members 
Mstep: Class 35 contains 17025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155652720.000000 Penalty: 122589.179688
Iteration 132Q: 36 clusters Score -1.556527e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 952 members 
Mstep: Class 3 contains 213167 members 
Mstep: Class 4 contains 12483 members 
Mstep: Class 5 contains 86760 members 
Mstep: Class 6 contains 15932 members 
Mstep: Class 7 contains 11340 members 
Mstep: Class 8 contains 20177 members 
Mstep: Class 9 contains 7229 members 
Mstep: Class 10 contains 43266 members 
Mstep: Class 11 contains 7965 members 
Mstep: Class 12 contains 36815 members 
Mstep: Class 13 contains 5026 members 
Mstep: Class 14 contains 4100 members 
Mstep: Class 15 contains 9148 members 
Mstep: Class 16 contains 30305 members 
Mstep: Class 17 contains 10245 members 
Mstep: Class 18 contains 1181 members 
Mstep: Class 19 contains 35197 members 
Mstep: Class 20 contains 119063 members 
Mstep: Class 21 contains 75829 members 
Mstep: Class 22 contains 1511 members 
Mstep: Class 23 contains 1348 members 
Mstep: Class 24 contains 228831 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4184 members 
Mstep: Class 27 contains 71326 members 
Mstep: Class 28 contains 25581 members 
Mstep: Class 29 contains 4146 members 
Mstep: Class 30 contains 6528 members 
Mstep: Class 31 contains 3821 members 
Mstep: Class 32 contains 2017 members 
Mstep: Class 33 contains 5112 members 
Mstep: Class 34 contains 237914 members 
Mstep: Class 35 contains 17025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155652720.000000 Penalty: 122589.179688
Iteration 133Q: 36 clusters Score -1.556527e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 952 members 
Mstep: Class 3 contains 213167 members 
Mstep: Class 4 contains 12484 members 
Mstep: Class 5 contains 86759 members 
Mstep: Class 6 contains 15933 members 
Mstep: Class 7 contains 11340 members 
Mstep: Class 8 contains 20177 members 
Mstep: Class 9 contains 7229 members 
Mstep: Class 10 contains 43266 members 
Mstep: Class 11 contains 7965 members 
Mstep: Class 12 contains 36815 members 
Mstep: Class 13 contains 5025 members 
Mstep: Class 14 contains 4100 members 
Mstep: Class 15 contains 9148 members 
Mstep: Class 16 contains 30305 members 
Mstep: Class 17 contains 10245 members 
Mstep: Class 18 contains 1181 members 
Mstep: Class 19 contains 35198 members 
Mstep: Class 20 contains 119062 members 
Mstep: Class 21 contains 75829 members 
Mstep: Class 22 contains 1511 members 
Mstep: Class 23 contains 1348 members 
Mstep: Class 24 contains 228832 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4184 members 
Mstep: Class 27 contains 71326 members 
Mstep: Class 28 contains 25580 members 
Mstep: Class 29 contains 4146 members 
Mstep: Class 30 contains 6528 members 
Mstep: Class 31 contains 3821 members 
Mstep: Class 32 contains 2017 members 
Mstep: Class 33 contains 5112 members 
Mstep: Class 34 contains 237914 members 
Mstep: Class 35 contains 17025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155652720.000000 Penalty: 122589.179688
Iteration 134Q: 36 clusters Score -1.556527e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 952 members 
Mstep: Class 3 contains 213167 members 
Mstep: Class 4 contains 12484 members 
Mstep: Class 5 contains 86755 members 
Mstep: Class 6 contains 15934 members 
Mstep: Class 7 contains 11340 members 
Mstep: Class 8 contains 20177 members 
Mstep: Class 9 contains 7229 members 
Mstep: Class 10 contains 43266 members 
Mstep: Class 11 contains 7965 members 
Mstep: Class 12 contains 36815 members 
Mstep: Class 13 contains 5025 members 
Mstep: Class 14 contains 4100 members 
Mstep: Class 15 contains 9148 members 
Mstep: Class 16 contains 30305 members 
Mstep: Class 17 contains 10245 members 
Mstep: Class 18 contains 1181 members 
Mstep: Class 19 contains 35202 members 
Mstep: Class 20 contains 119062 members 
Mstep: Class 21 contains 75829 members 
Mstep: Class 22 contains 1511 members 
Mstep: Class 23 contains 1348 members 
Mstep: Class 24 contains 228833 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4184 members 
Mstep: Class 27 contains 71325 members 
Mstep: Class 28 contains 25579 members 
Mstep: Class 29 contains 4146 members 
Mstep: Class 30 contains 6528 members 
Mstep: Class 31 contains 3821 members 
Mstep: Class 32 contains 2017 members 
Mstep: Class 33 contains 5112 members 
Mstep: Class 34 contains 237914 members 
Mstep: Class 35 contains 17025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155652784.000000 Penalty: 122589.179688
Iteration 135Q: 36 clusters Score -1.556528e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 952 members 
Mstep: Class 3 contains 213167 members 
Mstep: Class 4 contains 12484 members 
Mstep: Class 5 contains 86753 members 
Mstep: Class 6 contains 15934 members 
Mstep: Class 7 contains 11340 members 
Mstep: Class 8 contains 20177 members 
Mstep: Class 9 contains 7229 members 
Mstep: Class 10 contains 43266 members 
Mstep: Class 11 contains 7965 members 
Mstep: Class 12 contains 36815 members 
Mstep: Class 13 contains 5025 members 
Mstep: Class 14 contains 4100 members 
Mstep: Class 15 contains 9148 members 
Mstep: Class 16 contains 30305 members 
Mstep: Class 17 contains 10245 members 
Mstep: Class 18 contains 1181 members 
Mstep: Class 19 contains 35204 members 
Mstep: Class 20 contains 119062 members 
Mstep: Class 21 contains 75830 members 
Mstep: Class 22 contains 1511 members 
Mstep: Class 23 contains 1348 members 
Mstep: Class 24 contains 228834 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4184 members 
Mstep: Class 27 contains 71324 members 
Mstep: Class 28 contains 25578 members 
Mstep: Class 29 contains 4146 members 
Mstep: Class 30 contains 6528 members 
Mstep: Class 31 contains 3821 members 
Mstep: Class 32 contains 2017 members 
Mstep: Class 33 contains 5112 members 
Mstep: Class 34 contains 237914 members 
Mstep: Class 35 contains 17025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155652784.000000 Penalty: 122589.179688
Iteration 136Q: 36 clusters Score -1.556528e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 952 members 
Mstep: Class 3 contains 213167 members 
Mstep: Class 4 contains 12484 members 
Mstep: Class 5 contains 86752 members 
Mstep: Class 6 contains 15934 members 
Mstep: Class 7 contains 11340 members 
Mstep: Class 8 contains 20177 members 
Mstep: Class 9 contains 7229 members 
Mstep: Class 10 contains 43266 members 
Mstep: Class 11 contains 7965 members 
Mstep: Class 12 contains 36815 members 
Mstep: Class 13 contains 5025 members 
Mstep: Class 14 contains 4100 members 
Mstep: Class 15 contains 9148 members 
Mstep: Class 16 contains 30305 members 
Mstep: Class 17 contains 10245 members 
Mstep: Class 18 contains 1181 members 
Mstep: Class 19 contains 35205 members 
Mstep: Class 20 contains 119062 members 
Mstep: Class 21 contains 75830 members 
Mstep: Class 22 contains 1511 members 
Mstep: Class 23 contains 1348 members 
Mstep: Class 24 contains 228834 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4184 members 
Mstep: Class 27 contains 71323 members 
Mstep: Class 28 contains 25578 members 
Mstep: Class 29 contains 4146 members 
Mstep: Class 30 contains 6528 members 
Mstep: Class 31 contains 3821 members 
Mstep: Class 32 contains 2017 members 
Mstep: Class 33 contains 5112 members 
Mstep: Class 34 contains 237915 members 
Mstep: Class 35 contains 17025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155652784.000000 Penalty: 122589.179688
Iteration 137Q: 36 clusters Score -1.556528e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 952 members 
Mstep: Class 3 contains 213167 members 
Mstep: Class 4 contains 12484 members 
Mstep: Class 5 contains 86752 members 
Mstep: Class 6 contains 15934 members 
Mstep: Class 7 contains 11340 members 
Mstep: Class 8 contains 20177 members 
Mstep: Class 9 contains 7229 members 
Mstep: Class 10 contains 43266 members 
Mstep: Class 11 contains 7965 members 
Mstep: Class 12 contains 36815 members 
Mstep: Class 13 contains 5025 members 
Mstep: Class 14 contains 4100 members 
Mstep: Class 15 contains 9148 members 
Mstep: Class 16 contains 30305 members 
Mstep: Class 17 contains 10245 members 
Mstep: Class 18 contains 1181 members 
Mstep: Class 19 contains 35205 members 
Mstep: Class 20 contains 119062 members 
Mstep: Class 21 contains 75830 members 
Mstep: Class 22 contains 1511 members 
Mstep: Class 23 contains 1348 members 
Mstep: Class 24 contains 228834 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4184 members 
Mstep: Class 27 contains 71322 members 
Mstep: Class 28 contains 25578 members 
Mstep: Class 29 contains 4146 members 
Mstep: Class 30 contains 6528 members 
Mstep: Class 31 contains 3821 members 
Mstep: Class 32 contains 2017 members 
Mstep: Class 33 contains 5112 members 
Mstep: Class 34 contains 237916 members 
Mstep: Class 35 contains 17025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155652784.000000 Penalty: 122589.179688
Iteration 138Q: 36 clusters Score -1.556528e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 952 members 
Mstep: Class 3 contains 213167 members 
Mstep: Class 4 contains 12484 members 
Mstep: Class 5 contains 86752 members 
Mstep: Class 6 contains 15934 members 
Mstep: Class 7 contains 11340 members 
Mstep: Class 8 contains 20177 members 
Mstep: Class 9 contains 7229 members 
Mstep: Class 10 contains 43266 members 
Mstep: Class 11 contains 7965 members 
Mstep: Class 12 contains 36815 members 
Mstep: Class 13 contains 5025 members 
Mstep: Class 14 contains 4100 members 
Mstep: Class 15 contains 9148 members 
Mstep: Class 16 contains 30305 members 
Mstep: Class 17 contains 10245 members 
Mstep: Class 18 contains 1181 members 
Mstep: Class 19 contains 35205 members 
Mstep: Class 20 contains 119062 members 
Mstep: Class 21 contains 75830 members 
Mstep: Class 22 contains 1511 members 
Mstep: Class 23 contains 1348 members 
Mstep: Class 24 contains 228835 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4184 members 
Mstep: Class 27 contains 71322 members 
Mstep: Class 28 contains 25578 members 
Mstep: Class 29 contains 4146 members 
Mstep: Class 30 contains 6528 members 
Mstep: Class 31 contains 3821 members 
Mstep: Class 32 contains 2017 members 
Mstep: Class 33 contains 5112 members 
Mstep: Class 34 contains 237915 members 
Mstep: Class 35 contains 17025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155652768.000000 Penalty: 122589.179688
Iteration 139Q: 36 clusters Score -1.556528e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 952 members 
Mstep: Class 3 contains 213167 members 
Mstep: Class 4 contains 12484 members 
Mstep: Class 5 contains 86752 members 
Mstep: Class 6 contains 15934 members 
Mstep: Class 7 contains 11340 members 
Mstep: Class 8 contains 20177 members 
Mstep: Class 9 contains 7229 members 
Mstep: Class 10 contains 43266 members 
Mstep: Class 11 contains 7965 members 
Mstep: Class 12 contains 36815 members 
Mstep: Class 13 contains 5025 members 
Mstep: Class 14 contains 4100 members 
Mstep: Class 15 contains 9148 members 
Mstep: Class 16 contains 30305 members 
Mstep: Class 17 contains 10245 members 
Mstep: Class 18 contains 1181 members 
Mstep: Class 19 contains 35205 members 
Mstep: Class 20 contains 119063 members 
Mstep: Class 21 contains 75830 members 
Mstep: Class 22 contains 1511 members 
Mstep: Class 23 contains 1348 members 
Mstep: Class 24 contains 228835 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4184 members 
Mstep: Class 27 contains 71321 members 
Mstep: Class 28 contains 25578 members 
Mstep: Class 29 contains 4146 members 
Mstep: Class 30 contains 6528 members 
Mstep: Class 31 contains 3821 members 
Mstep: Class 32 contains 2017 members 
Mstep: Class 33 contains 5112 members 
Mstep: Class 34 contains 237915 members 
Mstep: Class 35 contains 17025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155652752.000000 Penalty: 122589.179688
Iteration 140F: 36 clusters Score -1.556528e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 952 members 
Mstep: Class 3 contains 213167 members 
Mstep: Class 4 contains 12484 members 
Mstep: Class 5 contains 86752 members 
Mstep: Class 6 contains 15934 members 
Mstep: Class 7 contains 11340 members 
Mstep: Class 8 contains 20177 members 
Mstep: Class 9 contains 7229 members 
Mstep: Class 10 contains 43266 members 
Mstep: Class 11 contains 7965 members 
Mstep: Class 12 contains 36815 members 
Mstep: Class 13 contains 5025 members 
Mstep: Class 14 contains 4100 members 
Mstep: Class 15 contains 9148 members 
Mstep: Class 16 contains 30305 members 
Mstep: Class 17 contains 10245 members 
Mstep: Class 18 contains 1181 members 
Mstep: Class 19 contains 35205 members 
Mstep: Class 20 contains 119063 members 
Mstep: Class 21 contains 75830 members 
Mstep: Class 22 contains 1511 members 
Mstep: Class 23 contains 1348 members 
Mstep: Class 24 contains 228835 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4184 members 
Mstep: Class 27 contains 71322 members 
Mstep: Class 28 contains 25578 members 
Mstep: Class 29 contains 4146 members 
Mstep: Class 30 contains 6528 members 
Mstep: Class 31 contains 3821 members 
Mstep: Class 32 contains 2017 members 
Mstep: Class 33 contains 5112 members 
Mstep: Class 34 contains 237914 members 
Mstep: Class 35 contains 17025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155652768.000000 Penalty: 122589.179688
Iteration 141Q: 36 clusters Score -1.556528e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 952 members 
Mstep: Class 3 contains 213167 members 
Mstep: Class 4 contains 12484 members 
Mstep: Class 5 contains 86752 members 
Mstep: Class 6 contains 15934 members 
Mstep: Class 7 contains 11340 members 
Mstep: Class 8 contains 20177 members 
Mstep: Class 9 contains 7229 members 
Mstep: Class 10 contains 43266 members 
Mstep: Class 11 contains 7965 members 
Mstep: Class 12 contains 36815 members 
Mstep: Class 13 contains 5025 members 
Mstep: Class 14 contains 4100 members 
Mstep: Class 15 contains 9148 members 
Mstep: Class 16 contains 30305 members 
Mstep: Class 17 contains 10245 members 
Mstep: Class 18 contains 1181 members 
Mstep: Class 19 contains 35205 members 
Mstep: Class 20 contains 119063 members 
Mstep: Class 21 contains 75830 members 
Mstep: Class 22 contains 1511 members 
Mstep: Class 23 contains 1348 members 
Mstep: Class 24 contains 228835 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4184 members 
Mstep: Class 27 contains 71322 members 
Mstep: Class 28 contains 25578 members 
Mstep: Class 29 contains 4146 members 
Mstep: Class 30 contains 6528 members 
Mstep: Class 31 contains 3821 members 
Mstep: Class 32 contains 2017 members 
Mstep: Class 33 contains 5112 members 
Mstep: Class 34 contains 237914 members 
Mstep: Class 35 contains 17025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155652768.000000 Penalty: 122589.179688
Iteration 142F: 36 clusters Score -1.556528e+08 nChanged 0
Entering ConstructFrom: 
Score: -155652768.000000 Penalty: 122589.179688
Entering ConstructFrom: 
Trying to split cluster 1 (3336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Entering Unmasked Estep 
Score: -381273.562500 Penalty: 2011.906860
	Iteration 0F: 2 clusters Score -381273.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -377827.750000 Penalty: 4023.813721
	Iteration 0F: 3 clusters Score -377827.8 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -378553.562500 Penalty: 4023.813721
	Iteration 1F: 3 clusters Score -378553.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -378725.437500 Penalty: 4023.813721
	Iteration 2F: 3 clusters Score -378725.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -378813.375000 Penalty: 4023.813721
	Iteration 3Q: 3 clusters Score -378813.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -378878.437500 Penalty: 4023.813721
	Iteration 4Q: 3 clusters Score -378878.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -378946.312500 Penalty: 4023.813721
	Iteration 5Q: 3 clusters Score -378946.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -379028.406250 Penalty: 4023.813721
	Iteration 6Q: 3 clusters Score -379028.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -379118.937500 Penalty: 4023.813721
	Iteration 7Q: 3 clusters Score -379118.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -379192.500000 Penalty: 4023.813721
	Iteration 8Q: 3 clusters Score -379192.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -379256.593750 Penalty: 4023.813721
	Iteration 9Q: 3 clusters Score -379256.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -379328.093750 Penalty: 4023.813721
	Iteration 10Q: 3 clusters Score -379328.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -379409.781250 Penalty: 4023.813721
	Iteration 11Q: 3 clusters Score -379409.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -379482.375000 Penalty: 4023.813721
	Iteration 12Q: 3 clusters Score -379482.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -379541.718750 Penalty: 4023.813721
	Iteration 13Q: 3 clusters Score -379541.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -379591.468750 Penalty: 4023.813721
	Iteration 14Q: 3 clusters Score -379591.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -379634.218750 Penalty: 4023.813721
	Iteration 15Q: 3 clusters Score -379634.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -379671.375000 Penalty: 4023.813721
	Iteration 16Q: 3 clusters Score -379671.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -379698.875000 Penalty: 4023.813721
	Iteration 17Q: 3 clusters Score -379698.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -379717.718750 Penalty: 4023.813721
	Iteration 18Q: 3 clusters Score -379717.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -379739.125000 Penalty: 4023.813721
	Iteration 19Q: 3 clusters Score -379739.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -379753.250000 Penalty: 4023.813721
	Iteration 20F: 3 clusters Score -379753.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -379767.750000 Penalty: 4023.813721
	Iteration 21Q: 3 clusters Score -379767.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -379791.875000 Penalty: 4023.813721
	Iteration 22Q: 3 clusters Score -379791.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -379808.937500 Penalty: 4023.813721
	Iteration 23Q: 3 clusters Score -379808.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -379822.968750 Penalty: 4023.813721
	Iteration 24Q: 3 clusters Score -379823 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -379835.281250 Penalty: 4023.813721
	Iteration 25Q: 3 clusters Score -379835.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -379850.125000 Penalty: 4023.813721
	Iteration 26Q: 3 clusters Score -379850.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -379855.687500 Penalty: 4023.813721
	Iteration 27Q: 3 clusters Score -379855.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -379862.250000 Penalty: 4023.813721
	Iteration 28Q: 3 clusters Score -379862.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -379867.406250 Penalty: 4023.813721
	Iteration 29Q: 3 clusters Score -379867.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -379871.406250 Penalty: 4023.813721
	Iteration 30Q: 3 clusters Score -379871.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -379879.437500 Penalty: 4023.813721
	Iteration 31Q: 3 clusters Score -379879.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -379889.437500 Penalty: 4023.813721
	Iteration 32Q: 3 clusters Score -379889.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -379901.750000 Penalty: 4023.813721
	Iteration 33Q: 3 clusters Score -379901.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -379908.093750 Penalty: 4023.813721
	Iteration 34Q: 3 clusters Score -379908.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -379911.625000 Penalty: 4023.813721
	Iteration 35Q: 3 clusters Score -379911.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -379912.281250 Penalty: 4023.813721
	Iteration 36Q: 3 clusters Score -379912.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -379914.250000 Penalty: 4023.813721
	Iteration 37Q: 3 clusters Score -379914.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -379914.250000 Penalty: 4023.813721
	Iteration 38F: 3 clusters Score -379914.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Entering Unmasked Estep 
Score: -102529.398438 Penalty: 1700.924072
	Iteration 0F: 2 clusters Score -102529.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -100717.367188 Penalty: 3401.848145
	Iteration 0F: 3 clusters Score -100717.4 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -101107.632812 Penalty: 3401.848145
	Iteration 1F: 3 clusters Score -101107.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -101259.023438 Penalty: 3401.848145
	Iteration 2F: 3 clusters Score -101259 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -101332.437500 Penalty: 3401.848145
	Iteration 3Q: 3 clusters Score -101332.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -101394.492188 Penalty: 3401.848145
	Iteration 4Q: 3 clusters Score -101394.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -101433.125000 Penalty: 3401.848145
	Iteration 5Q: 3 clusters Score -101433.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -101459.968750 Penalty: 3401.848145
	Iteration 6Q: 3 clusters Score -101460 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -101484.468750 Penalty: 3401.848145
	Iteration 7Q: 3 clusters Score -101484.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -101492.390625 Penalty: 3401.848145
	Iteration 8Q: 3 clusters Score -101492.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -101501.304688 Penalty: 3401.848145
	Iteration 9Q: 3 clusters Score -101501.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -101503.937500 Penalty: 3401.848145
	Iteration 10Q: 3 clusters Score -101503.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -101505.046875 Penalty: 3401.848145
	Iteration 11Q: 3 clusters Score -101505 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -101505.046875 Penalty: 3401.848145
	Iteration 12F: 3 clusters Score -101505 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (213167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213167 members 
Entering Unmasked Estep 
Score: -25749790.000000 Penalty: 3042.917969
	Iteration 0F: 2 clusters Score -2.574979e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106502 members 
Mstep: Class 2 contains 106665 members 
Entering Unmasked Estep 
Score: -25619560.000000 Penalty: 6085.835938
	Iteration 0F: 3 clusters Score -2.561956e+07 nChanged 102599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104763 members 
Mstep: Class 2 contains 108404 members 
Entering Unmasked Estep 
Score: -25679494.000000 Penalty: 6085.835938
	Iteration 1F: 3 clusters Score -2.567949e+07 nChanged 6383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102726 members 
Mstep: Class 2 contains 110441 members 
Entering Unmasked Estep 
Score: -25681132.000000 Penalty: 6085.835938
	Iteration 2Q: 3 clusters Score -2.568113e+07 nChanged 7909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99287 members 
Mstep: Class 2 contains 113880 members 
Entering Unmasked Estep 
Score: -25683620.000000 Penalty: 6085.835938
	Iteration 3Q: 3 clusters Score -2.568362e+07 nChanged 10206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93697 members 
Mstep: Class 2 contains 119470 members 
Entering Unmasked Estep 
Score: -25687946.000000 Penalty: 6085.835938
	Iteration 4Q: 3 clusters Score -2.568795e+07 nChanged 12823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85428 members 
Mstep: Class 2 contains 127739 members 
Entering Unmasked Estep 
Score: -25694540.000000 Penalty: 6085.835938
	Iteration 5F: 3 clusters Score -2.569454e+07 nChanged 14844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74942 members 
Mstep: Class 2 contains 138225 members 
Entering Unmasked Estep 
Score: -25703032.000000 Penalty: 6085.835938
	Iteration 6F: 3 clusters Score -2.570303e+07 nChanged 14983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63267 members 
Mstep: Class 2 contains 149900 members 
Entering Unmasked Estep 
Score: -25711624.000000 Penalty: 6085.835938
	Iteration 7F: 3 clusters Score -2.571162e+07 nChanged 13950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51095 members 
Mstep: Class 2 contains 162072 members 
Entering Unmasked Estep 
Score: -25718654.000000 Penalty: 6085.835938
	Iteration 8F: 3 clusters Score -2.571865e+07 nChanged 12534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39289 members 
Mstep: Class 2 contains 173878 members 
Entering Unmasked Estep 
Score: -25723618.000000 Penalty: 6085.835938
	Iteration 9F: 3 clusters Score -2.572362e+07 nChanged 10833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28630 members 
Mstep: Class 2 contains 184537 members 
Entering Unmasked Estep 
Score: -25727962.000000 Penalty: 6085.835938
	Iteration 10F: 3 clusters Score -2.572796e+07 nChanged 9284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19362 members 
Mstep: Class 2 contains 193805 members 
Entering Unmasked Estep 
Score: -25732278.000000 Penalty: 6085.835938
	Iteration 11Q: 3 clusters Score -2.573228e+07 nChanged 7587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11777 members 
Mstep: Class 2 contains 201390 members 
Entering Unmasked Estep 
Score: -25737154.000000 Penalty: 6085.835938
	Iteration 12Q: 3 clusters Score -2.573715e+07 nChanged 5584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 206974 members 
Entering Unmasked Estep 
Score: -25741426.000000 Penalty: 6085.835938
	Iteration 13Q: 3 clusters Score -2.574143e+07 nChanged 3318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 210290 members 
Entering Unmasked Estep 
Score: -25744400.000000 Penalty: 6085.835938
	Iteration 14Q: 3 clusters Score -2.57444e+07 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 211917 members 
Entering Unmasked Estep 
Score: -25745964.000000 Penalty: 6085.835938
	Iteration 15Q: 3 clusters Score -2.574596e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 212482 members 
Entering Unmasked Estep 
Score: -25746526.000000 Penalty: 6085.835938
	Iteration 16Q: 3 clusters Score -2.574653e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 212684 members 
Entering Unmasked Estep 
Score: -25746776.000000 Penalty: 6085.835938
	Iteration 17Q: 3 clusters Score -2.574678e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 212764 members 
Entering Unmasked Estep 
Score: -25746910.000000 Penalty: 6085.835938
	Iteration 18Q: 3 clusters Score -2.574691e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 212816 members 
Entering Unmasked Estep 
Score: -25747012.000000 Penalty: 6085.835938
	Iteration 19Q: 3 clusters Score -2.574701e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 212836 members 
Entering Unmasked Estep 
Score: -25747056.000000 Penalty: 6085.835938
	Iteration 20F: 3 clusters Score -2.574706e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 212844 members 
Entering Unmasked Estep 
Score: -25747088.000000 Penalty: 6085.835938
	Iteration 21Q: 3 clusters Score -2.574709e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 212851 members 
Entering Unmasked Estep 
Score: -25747104.000000 Penalty: 6085.835938
	Iteration 22Q: 3 clusters Score -2.57471e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 212857 members 
Entering Unmasked Estep 
Score: -25747124.000000 Penalty: 6085.835938
	Iteration 23Q: 3 clusters Score -2.574712e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 212861 members 
Entering Unmasked Estep 
Score: -25747116.000000 Penalty: 6085.835938
	Iteration 24Q: 3 clusters Score -2.574712e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 212863 members 
Entering Unmasked Estep 
Score: -25747122.000000 Penalty: 6085.835938
	Iteration 25Q: 3 clusters Score -2.574712e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 212866 members 
Entering Unmasked Estep 
Score: -25747132.000000 Penalty: 6085.835938
	Iteration 26Q: 3 clusters Score -2.574713e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 212870 members 
Entering Unmasked Estep 
Score: -25747128.000000 Penalty: 6085.835938
	Iteration 27Q: 3 clusters Score -2.574713e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 212872 members 
Entering Unmasked Estep 
Score: -25747126.000000 Penalty: 6085.835938
	Iteration 28Q: 3 clusters Score -2.574713e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 212872 members 
Entering Unmasked Estep 
Score: -25747126.000000 Penalty: 6085.835938
	Iteration 29F: 3 clusters Score -2.574713e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (12484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12484 members 
Entering Unmasked Estep 
Score: -1483723.625000 Penalty: 2339.186523
	Iteration 0F: 2 clusters Score -1483724 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -1474521.500000 Penalty: 4678.373047
	Iteration 0F: 3 clusters Score -1474522 nChanged 5235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -1477661.625000 Penalty: 4678.373047
	Iteration 1F: 3 clusters Score -1477662 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -1478286.125000 Penalty: 4678.373047
	Iteration 2F: 3 clusters Score -1478286 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -1478915.750000 Penalty: 4678.373047
	Iteration 3F: 3 clusters Score -1478916 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -1479460.750000 Penalty: 4678.373047
	Iteration 4F: 3 clusters Score -1479461 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -1479879.250000 Penalty: 4678.373047
	Iteration 5F: 3 clusters Score -1479879 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -1480243.875000 Penalty: 4678.373047
	Iteration 6Q: 3 clusters Score -1480244 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -1480530.625000 Penalty: 4678.373047
	Iteration 7Q: 3 clusters Score -1480531 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -1480780.250000 Penalty: 4678.373047
	Iteration 8Q: 3 clusters Score -1480780 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -1481001.250000 Penalty: 4678.373047
	Iteration 9Q: 3 clusters Score -1481001 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -1481216.500000 Penalty: 4678.373047
	Iteration 10Q: 3 clusters Score -1481216 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -1481402.250000 Penalty: 4678.373047
	Iteration 11Q: 3 clusters Score -1481402 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -1481563.500000 Penalty: 4678.373047
	Iteration 12Q: 3 clusters Score -1481564 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -1481694.375000 Penalty: 4678.373047
	Iteration 13Q: 3 clusters Score -1481694 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -1481798.625000 Penalty: 4678.373047
	Iteration 14Q: 3 clusters Score -1481799 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -1481876.500000 Penalty: 4678.373047
	Iteration 15Q: 3 clusters Score -1481876 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -1481932.500000 Penalty: 4678.373047
	Iteration 16Q: 3 clusters Score -1481932 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -1481978.250000 Penalty: 4678.373047
	Iteration 17Q: 3 clusters Score -1481978 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -1482002.625000 Penalty: 4678.373047
	Iteration 18Q: 3 clusters Score -1482003 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -1482025.000000 Penalty: 4678.373047
	Iteration 19Q: 3 clusters Score -1482025 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -1482035.250000 Penalty: 4678.373047
	Iteration 20F: 3 clusters Score -1482035 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -1482047.875000 Penalty: 4678.373047
	Iteration 21Q: 3 clusters Score -1482048 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -1482062.000000 Penalty: 4678.373047
	Iteration 22Q: 3 clusters Score -1482062 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 11618 members 
Entering Unmasked Estep 
Score: -1482065.625000 Penalty: 4678.373047
	Iteration 23Q: 3 clusters Score -1482066 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -1482067.000000 Penalty: 4678.373047
	Iteration 24Q: 3 clusters Score -1482067 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
Score: -1482075.250000 Penalty: 4678.373047
	Iteration 25Q: 3 clusters Score -1482075 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -1482077.625000 Penalty: 4678.373047
	Iteration 26Q: 3 clusters Score -1482078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -1482080.500000 Penalty: 4678.373047
	Iteration 27Q: 3 clusters Score -1482080 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 11655 members 
Entering Unmasked Estep 
Score: -1482087.500000 Penalty: 4678.373047
	Iteration 28Q: 3 clusters Score -1482088 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -1482089.375000 Penalty: 4678.373047
	Iteration 29Q: 3 clusters Score -1482089 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 11664 members 
Entering Unmasked Estep 
Score: -1482090.000000 Penalty: 4678.373047
	Iteration 30Q: 3 clusters Score -1482090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -1482094.125000 Penalty: 4678.373047
	Iteration 31Q: 3 clusters Score -1482094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 11667 members 
Entering Unmasked Estep 
Score: -1482092.125000 Penalty: 4678.373047
	Iteration 32Q: 3 clusters Score -1482092 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 11667 members 
Entering Unmasked Estep 
Score: -1482092.125000 Penalty: 4678.373047
	Iteration 33F: 3 clusters Score -1482092 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (86752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86752 members 
Entering Unmasked Estep 
Score: -10238532.000000 Penalty: 2819.960449
	Iteration 0F: 2 clusters Score -1.023853e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43347 members 
Mstep: Class 2 contains 43405 members 
Entering Unmasked Estep 
Score: -10180719.000000 Penalty: 5639.920898
	Iteration 0F: 3 clusters Score -1.018072e+07 nChanged 40828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43459 members 
Mstep: Class 2 contains 43293 members 
Entering Unmasked Estep 
Score: -10203724.000000 Penalty: 5639.920898
	Iteration 1F: 3 clusters Score -1.020372e+07 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43596 members 
Mstep: Class 2 contains 43156 members 
Entering Unmasked Estep 
Score: -10204390.000000 Penalty: 5639.920898
	Iteration 2Q: 3 clusters Score -1.020439e+07 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43967 members 
Mstep: Class 2 contains 42785 members 
Entering Unmasked Estep 
Score: -10205084.000000 Penalty: 5639.920898
	Iteration 3Q: 3 clusters Score -1.020508e+07 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44600 members 
Mstep: Class 2 contains 42152 members 
Entering Unmasked Estep 
Score: -10205867.000000 Penalty: 5639.920898
	Iteration 4Q: 3 clusters Score -1.020587e+07 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45535 members 
Mstep: Class 2 contains 41217 members 
Entering Unmasked Estep 
Score: -10206577.000000 Penalty: 5639.920898
	Iteration 5Q: 3 clusters Score -1.020658e+07 nChanged 3208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46869 members 
Mstep: Class 2 contains 39883 members 
Entering Unmasked Estep 
Score: -10207545.000000 Penalty: 5639.920898
	Iteration 6Q: 3 clusters Score -1.020754e+07 nChanged 3504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48649 members 
Mstep: Class 2 contains 38103 members 
Entering Unmasked Estep 
Score: -10208785.000000 Penalty: 5639.920898
	Iteration 7Q: 3 clusters Score -1.020878e+07 nChanged 3904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50997 members 
Mstep: Class 2 contains 35755 members 
Entering Unmasked Estep 
Score: -10210290.000000 Penalty: 5639.920898
	Iteration 8Q: 3 clusters Score -1.021029e+07 nChanged 4117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53852 members 
Mstep: Class 2 contains 32900 members 
Entering Unmasked Estep 
Score: -10212035.000000 Penalty: 5639.920898
	Iteration 9Q: 3 clusters Score -1.021204e+07 nChanged 4360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57280 members 
Mstep: Class 2 contains 29472 members 
Entering Unmasked Estep 
Score: -10214525.000000 Penalty: 5639.920898
	Iteration 10F: 3 clusters Score -1.021452e+07 nChanged 4578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61246 members 
Mstep: Class 2 contains 25506 members 
Entering Unmasked Estep 
Score: -10217611.000000 Penalty: 5639.920898
	Iteration 11F: 3 clusters Score -1.021761e+07 nChanged 4685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65469 members 
Mstep: Class 2 contains 21283 members 
Entering Unmasked Estep 
Score: -10221241.000000 Penalty: 5639.920898
	Iteration 12F: 3 clusters Score -1.022124e+07 nChanged 4275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69304 members 
Mstep: Class 2 contains 17448 members 
Entering Unmasked Estep 
Score: -10224912.000000 Penalty: 5639.920898
	Iteration 13Q: 3 clusters Score -1.022491e+07 nChanged 3317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72131 members 
Mstep: Class 2 contains 14621 members 
Entering Unmasked Estep 
Score: -10227901.000000 Penalty: 5639.920898
	Iteration 14Q: 3 clusters Score -1.02279e+07 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74066 members 
Mstep: Class 2 contains 12686 members 
Entering Unmasked Estep 
Score: -10229670.000000 Penalty: 5639.920898
	Iteration 15Q: 3 clusters Score -1.022967e+07 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75527 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -10230699.000000 Penalty: 5639.920898
	Iteration 16Q: 3 clusters Score -1.02307e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76813 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -10231456.000000 Penalty: 5639.920898
	Iteration 17Q: 3 clusters Score -1.023146e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77963 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -10232074.000000 Penalty: 5639.920898
	Iteration 18Q: 3 clusters Score -1.023207e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78970 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -10232555.000000 Penalty: 5639.920898
	Iteration 19Q: 3 clusters Score -1.023256e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79858 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -10233014.000000 Penalty: 5639.920898
	Iteration 20F: 3 clusters Score -1.023301e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80679 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -10233425.000000 Penalty: 5639.920898
	Iteration 21Q: 3 clusters Score -1.023342e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81396 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -10233739.000000 Penalty: 5639.920898
	Iteration 22Q: 3 clusters Score -1.023374e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82045 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -10234038.000000 Penalty: 5639.920898
	Iteration 23Q: 3 clusters Score -1.023404e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82628 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -10234296.000000 Penalty: 5639.920898
	Iteration 24Q: 3 clusters Score -1.02343e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83133 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -10234548.000000 Penalty: 5639.920898
	Iteration 25Q: 3 clusters Score -1.023455e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83565 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -10234719.000000 Penalty: 5639.920898
	Iteration 26Q: 3 clusters Score -1.023472e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83967 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -10234946.000000 Penalty: 5639.920898
	Iteration 27Q: 3 clusters Score -1.023495e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84328 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -10235127.000000 Penalty: 5639.920898
	Iteration 28Q: 3 clusters Score -1.023513e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84609 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -10235248.000000 Penalty: 5639.920898
	Iteration 29Q: 3 clusters Score -1.023525e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84837 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -10235361.000000 Penalty: 5639.920898
	Iteration 30Q: 3 clusters Score -1.023536e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85046 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -10235472.000000 Penalty: 5639.920898
	Iteration 31Q: 3 clusters Score -1.023547e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85223 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -10235560.000000 Penalty: 5639.920898
	Iteration 32Q: 3 clusters Score -1.023556e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85388 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -10235631.000000 Penalty: 5639.920898
	Iteration 33Q: 3 clusters Score -1.023563e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85525 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -10235694.000000 Penalty: 5639.920898
	Iteration 34Q: 3 clusters Score -1.023569e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85631 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -10235772.000000 Penalty: 5639.920898
	Iteration 35Q: 3 clusters Score -1.023577e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85705 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -10235813.000000 Penalty: 5639.920898
	Iteration 36Q: 3 clusters Score -1.023581e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85782 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -10235880.000000 Penalty: 5639.920898
	Iteration 37Q: 3 clusters Score -1.023588e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85847 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -10235885.000000 Penalty: 5639.920898
	Iteration 38Q: 3 clusters Score -1.023588e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85883 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -10235915.000000 Penalty: 5639.920898
	Iteration 39Q: 3 clusters Score -1.023592e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85914 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -10235929.000000 Penalty: 5639.920898
	Iteration 40F: 3 clusters Score -1.023593e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85945 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -10235946.000000 Penalty: 5639.920898
	Iteration 41Q: 3 clusters Score -1.023595e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85972 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -10235955.000000 Penalty: 5639.920898
	Iteration 42Q: 3 clusters Score -1.023596e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85994 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -10235971.000000 Penalty: 5639.920898
	Iteration 43Q: 3 clusters Score -1.023597e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86013 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -10235976.000000 Penalty: 5639.920898
	Iteration 44Q: 3 clusters Score -1.023598e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86033 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -10235995.000000 Penalty: 5639.920898
	Iteration 45Q: 3 clusters Score -1.0236e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86052 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -10236000.000000 Penalty: 5639.920898
	Iteration 46Q: 3 clusters Score -1.0236e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86064 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -10236011.000000 Penalty: 5639.920898
	Iteration 47Q: 3 clusters Score -1.023601e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86080 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -10236015.000000 Penalty: 5639.920898
	Iteration 48Q: 3 clusters Score -1.023602e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86096 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -10236042.000000 Penalty: 5639.920898
	Iteration 49Q: 3 clusters Score -1.023604e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86102 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -10236044.000000 Penalty: 5639.920898
	Iteration 50Q: 3 clusters Score -1.023604e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86114 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -10236047.000000 Penalty: 5639.920898
	Iteration 51Q: 3 clusters Score -1.023605e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86121 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -10236045.000000 Penalty: 5639.920898
	Iteration 52Q: 3 clusters Score -1.023604e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86126 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -10236058.000000 Penalty: 5639.920898
	Iteration 53Q: 3 clusters Score -1.023606e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86129 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -10236054.000000 Penalty: 5639.920898
	Iteration 54Q: 3 clusters Score -1.023605e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86130 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -10236061.000000 Penalty: 5639.920898
	Iteration 55Q: 3 clusters Score -1.023606e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86132 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -10236054.000000 Penalty: 5639.920898
	Iteration 56Q: 3 clusters Score -1.023605e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86136 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -10236058.000000 Penalty: 5639.920898
	Iteration 57Q: 3 clusters Score -1.023606e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86139 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -10236058.000000 Penalty: 5639.920898
	Iteration 58Q: 3 clusters Score -1.023606e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86141 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -10236051.000000 Penalty: 5639.920898
	Iteration 59Q: 3 clusters Score -1.023605e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86142 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -10236055.000000 Penalty: 5639.920898
	Iteration 60F: 3 clusters Score -1.023606e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86144 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -10236062.000000 Penalty: 5639.920898
	Iteration 61Q: 3 clusters Score -1.023606e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86145 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -10236057.000000 Penalty: 5639.920898
	Iteration 62Q: 3 clusters Score -1.023606e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86145 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -10236057.000000 Penalty: 5639.920898
	Iteration 63F: 3 clusters Score -1.023606e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (15934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15934 members 
Entering Unmasked Estep 
Score: -1846441.750000 Penalty: 2399.700195
	Iteration 0F: 2 clusters Score -1846442 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -1835010.750000 Penalty: 4799.400391
	Iteration 0F: 3 clusters Score -1835011 nChanged 6996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -1838708.000000 Penalty: 4799.400391
	Iteration 1F: 3 clusters Score -1838708 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -1839092.250000 Penalty: 4799.400391
	Iteration 2F: 3 clusters Score -1839092 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -1839494.250000 Penalty: 4799.400391
	Iteration 3F: 3 clusters Score -1839494 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -1839886.750000 Penalty: 4799.400391
	Iteration 4Q: 3 clusters Score -1839887 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -1840343.250000 Penalty: 4799.400391
	Iteration 5F: 3 clusters Score -1840343 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -1840890.125000 Penalty: 4799.400391
	Iteration 6F: 3 clusters Score -1840890 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -1841433.375000 Penalty: 4799.400391
	Iteration 7F: 3 clusters Score -1841433 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -1841961.125000 Penalty: 4799.400391
	Iteration 8F: 3 clusters Score -1841961 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -1842399.750000 Penalty: 4799.400391
	Iteration 9Q: 3 clusters Score -1842400 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -1842801.250000 Penalty: 4799.400391
	Iteration 10Q: 3 clusters Score -1842801 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -1843160.000000 Penalty: 4799.400391
	Iteration 11Q: 3 clusters Score -1843160 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -1843479.625000 Penalty: 4799.400391
	Iteration 12Q: 3 clusters Score -1843480 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -1843760.375000 Penalty: 4799.400391
	Iteration 13Q: 3 clusters Score -1843760 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -1843948.250000 Penalty: 4799.400391
	Iteration 14Q: 3 clusters Score -1843948 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -1844064.875000 Penalty: 4799.400391
	Iteration 15Q: 3 clusters Score -1844065 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -1844126.750000 Penalty: 4799.400391
	Iteration 16Q: 3 clusters Score -1844127 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -1844183.875000 Penalty: 4799.400391
	Iteration 17Q: 3 clusters Score -1844184 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -1844222.000000 Penalty: 4799.400391
	Iteration 18Q: 3 clusters Score -1844222 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -1844246.875000 Penalty: 4799.400391
	Iteration 19Q: 3 clusters Score -1844247 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -1844268.375000 Penalty: 4799.400391
	Iteration 20F: 3 clusters Score -1844268 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -1844286.625000 Penalty: 4799.400391
	Iteration 21Q: 3 clusters Score -1844287 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -1844303.375000 Penalty: 4799.400391
	Iteration 22Q: 3 clusters Score -1844303 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -1844305.375000 Penalty: 4799.400391
	Iteration 23Q: 3 clusters Score -1844305 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -1844310.375000 Penalty: 4799.400391
	Iteration 24Q: 3 clusters Score -1844310 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1844328.750000 Penalty: 4799.400391
	Iteration 25Q: 3 clusters Score -1844329 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -1844328.000000 Penalty: 4799.400391
	Iteration 26Q: 3 clusters Score -1844328 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1844336.750000 Penalty: 4799.400391
	Iteration 27Q: 3 clusters Score -1844337 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -1844341.500000 Penalty: 4799.400391
	Iteration 28Q: 3 clusters Score -1844342 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -1844343.250000 Penalty: 4799.400391
	Iteration 29Q: 3 clusters Score -1844343 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -1844348.750000 Penalty: 4799.400391
	Iteration 30Q: 3 clusters Score -1844349 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -1844350.875000 Penalty: 4799.400391
	Iteration 31Q: 3 clusters Score -1844351 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -1844355.500000 Penalty: 4799.400391
	Iteration 32Q: 3 clusters Score -1844356 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -1844368.375000 Penalty: 4799.400391
	Iteration 33Q: 3 clusters Score -1844368 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -1844371.625000 Penalty: 4799.400391
	Iteration 34Q: 3 clusters Score -1844372 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -1844368.500000 Penalty: 4799.400391
	Iteration 35Q: 3 clusters Score -1844368 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1844373.125000 Penalty: 4799.400391
	Iteration 36Q: 3 clusters Score -1844373 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1844374.750000 Penalty: 4799.400391
	Iteration 37Q: 3 clusters Score -1844375 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -1844376.625000 Penalty: 4799.400391
	Iteration 38Q: 3 clusters Score -1844377 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -1844374.125000 Penalty: 4799.400391
	Iteration 39Q: 3 clusters Score -1844374 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -1844377.125000 Penalty: 4799.400391
	Iteration 40F: 3 clusters Score -1844377 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -1844381.375000 Penalty: 4799.400391
	Iteration 41Q: 3 clusters Score -1844381 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -1844381.500000 Penalty: 4799.400391
	Iteration 42Q: 3 clusters Score -1844382 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -1844388.250000 Penalty: 4799.400391
	Iteration 43Q: 3 clusters Score -1844388 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -1844385.500000 Penalty: 4799.400391
	Iteration 44Q: 3 clusters Score -1844386 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -1844395.375000 Penalty: 4799.400391
	Iteration 45Q: 3 clusters Score -1844395 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -1844395.125000 Penalty: 4799.400391
	Iteration 46Q: 3 clusters Score -1844395 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -1844391.375000 Penalty: 4799.400391
	Iteration 47Q: 3 clusters Score -1844391 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -1844397.250000 Penalty: 4799.400391
	Iteration 48Q: 3 clusters Score -1844397 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -1844398.250000 Penalty: 4799.400391
	Iteration 49Q: 3 clusters Score -1844398 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -1844399.750000 Penalty: 4799.400391
	Iteration 50Q: 3 clusters Score -1844400 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11228 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -1844405.625000 Penalty: 4799.400391
	Iteration 51Q: 3 clusters Score -1844406 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -1844406.000000 Penalty: 4799.400391
	Iteration 52Q: 3 clusters Score -1844406 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -1844412.000000 Penalty: 4799.400391
	Iteration 53Q: 3 clusters Score -1844412 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -1844412.000000 Penalty: 4799.400391
	Iteration 54Q: 3 clusters Score -1844412 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -1844418.500000 Penalty: 4799.400391
	Iteration 55Q: 3 clusters Score -1844418 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -1844419.000000 Penalty: 4799.400391
	Iteration 56Q: 3 clusters Score -1844419 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -1844426.500000 Penalty: 4799.400391
	Iteration 57Q: 3 clusters Score -1844426 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -1844431.000000 Penalty: 4799.400391
	Iteration 58Q: 3 clusters Score -1844431 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -1844428.500000 Penalty: 4799.400391
	Iteration 59Q: 3 clusters Score -1844428 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -1844431.125000 Penalty: 4799.400391
	Iteration 60F: 3 clusters Score -1844431 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -1844430.375000 Penalty: 4799.400391
	Iteration 61Q: 3 clusters Score -1844430 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -1844431.000000 Penalty: 4799.400391
	Iteration 62Q: 3 clusters Score -1844431 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -1844431.875000 Penalty: 4799.400391
	Iteration 63Q: 3 clusters Score -1844432 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -1844440.625000 Penalty: 4799.400391
	Iteration 64Q: 3 clusters Score -1844441 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -1844443.250000 Penalty: 4799.400391
	Iteration 65Q: 3 clusters Score -1844443 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -1844440.500000 Penalty: 4799.400391
	Iteration 66Q: 3 clusters Score -1844440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -1844445.875000 Penalty: 4799.400391
	Iteration 67Q: 3 clusters Score -1844446 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -1844443.500000 Penalty: 4799.400391
	Iteration 68Q: 3 clusters Score -1844444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -1844444.875000 Penalty: 4799.400391
	Iteration 69Q: 3 clusters Score -1844445 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -1844443.375000 Penalty: 4799.400391
	Iteration 70Q: 3 clusters Score -1844443 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -1844444.000000 Penalty: 4799.400391
	Iteration 71Q: 3 clusters Score -1844444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -1844445.000000 Penalty: 4799.400391
	Iteration 72Q: 3 clusters Score -1844445 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -1844441.875000 Penalty: 4799.400391
	Iteration 73Q: 3 clusters Score -1844442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -1844442.500000 Penalty: 4799.400391
	Iteration 74Q: 3 clusters Score -1844442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -1844442.250000 Penalty: 4799.400391
	Iteration 75Q: 3 clusters Score -1844442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -1844443.000000 Penalty: 4799.400391
	Iteration 76Q: 3 clusters Score -1844443 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -1844443.000000 Penalty: 4799.400391
	Iteration 77F: 3 clusters Score -1844443 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (11340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Entering Unmasked Estep 
Score: -1241031.125000 Penalty: 2315.350830
	Iteration 0F: 2 clusters Score -1241031 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -1232585.500000 Penalty: 4630.701660
	Iteration 0F: 3 clusters Score -1232586 nChanged 4727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -1235730.750000 Penalty: 4630.701660
	Iteration 1F: 3 clusters Score -1235731 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -1237117.750000 Penalty: 4630.701660
	Iteration 2F: 3 clusters Score -1237118 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -1238519.875000 Penalty: 4630.701660
	Iteration 3F: 3 clusters Score -1238520 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -1239617.000000 Penalty: 4630.701660
	Iteration 4F: 3 clusters Score -1239617 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -1240235.625000 Penalty: 4630.701660
	Iteration 5F: 3 clusters Score -1240236 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -1240469.000000 Penalty: 4630.701660
	Iteration 6Q: 3 clusters Score -1240469 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -1240546.250000 Penalty: 4630.701660
	Iteration 7Q: 3 clusters Score -1240546 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -1240573.500000 Penalty: 4630.701660
	Iteration 8Q: 3 clusters Score -1240574 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -1240587.250000 Penalty: 4630.701660
	Iteration 9Q: 3 clusters Score -1240587 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -1240593.375000 Penalty: 4630.701660
	Iteration 10Q: 3 clusters Score -1240593 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -1240597.875000 Penalty: 4630.701660
	Iteration 11Q: 3 clusters Score -1240598 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -1240599.750000 Penalty: 4630.701660
	Iteration 12Q: 3 clusters Score -1240600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -1240596.875000 Penalty: 4630.701660
	Iteration 13Q: 3 clusters Score -1240597 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -1240599.125000 Penalty: 4630.701660
	Iteration 14Q: 3 clusters Score -1240599 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -1240599.000000 Penalty: 4630.701660
	Iteration 15Q: 3 clusters Score -1240599 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -1240599.250000 Penalty: 4630.701660
	Iteration 16Q: 3 clusters Score -1240599 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -1240600.750000 Penalty: 4630.701660
	Iteration 17Q: 3 clusters Score -1240601 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -1240601.125000 Penalty: 4630.701660
	Iteration 18Q: 3 clusters Score -1240601 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -1240602.125000 Penalty: 4630.701660
	Iteration 19Q: 3 clusters Score -1240602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -1240601.875000 Penalty: 4630.701660
	Iteration 20F: 3 clusters Score -1240602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -1240601.000000 Penalty: 4630.701660
	Iteration 21Q: 3 clusters Score -1240601 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -1240602.625000 Penalty: 4630.701660
	Iteration 22Q: 3 clusters Score -1240603 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -1240600.500000 Penalty: 4630.701660
	Iteration 23Q: 3 clusters Score -1240600 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -1240600.500000 Penalty: 4630.701660
	Iteration 24F: 3 clusters Score -1240600 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (20177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20177 members 
Entering Unmasked Estep 
Score: -2407808.250000 Penalty: 2458.250000
	Iteration 0F: 2 clusters Score -2407808 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -2393666.500000 Penalty: 4916.500000
	Iteration 0F: 3 clusters Score -2393666 nChanged 8901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -2398363.250000 Penalty: 4916.500000
	Iteration 1F: 3 clusters Score -2398363 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -2398798.750000 Penalty: 4916.500000
	Iteration 2F: 3 clusters Score -2398799 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -2399240.750000 Penalty: 4916.500000
	Iteration 3F: 3 clusters Score -2399241 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 12286 members 
Entering Unmasked Estep 
Score: -2399736.000000 Penalty: 4916.500000
	Iteration 4F: 3 clusters Score -2399736 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 13047 members 
Entering Unmasked Estep 
Score: -2400293.500000 Penalty: 4916.500000
	Iteration 5F: 3 clusters Score -2400294 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 13902 members 
Entering Unmasked Estep 
Score: -2400946.750000 Penalty: 4916.500000
	Iteration 6F: 3 clusters Score -2400947 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 14841 members 
Entering Unmasked Estep 
Score: -2401680.250000 Penalty: 4916.500000
	Iteration 7F: 3 clusters Score -2401680 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 15729 members 
Entering Unmasked Estep 
Score: -2402336.000000 Penalty: 4916.500000
	Iteration 8F: 3 clusters Score -2402336 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 16561 members 
Entering Unmasked Estep 
Score: -2402943.000000 Penalty: 4916.500000
	Iteration 9Q: 3 clusters Score -2402943 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 17319 members 
Entering Unmasked Estep 
Score: -2403493.000000 Penalty: 4916.500000
	Iteration 10Q: 3 clusters Score -2403493 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 18007 members 
Entering Unmasked Estep 
Score: -2404031.500000 Penalty: 4916.500000
	Iteration 11Q: 3 clusters Score -2404032 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 18582 members 
Entering Unmasked Estep 
Score: -2404500.750000 Penalty: 4916.500000
	Iteration 12Q: 3 clusters Score -2404501 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 19014 members 
Entering Unmasked Estep 
Score: -2404857.750000 Penalty: 4916.500000
	Iteration 13Q: 3 clusters Score -2404858 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 19299 members 
Entering Unmasked Estep 
Score: -2405114.250000 Penalty: 4916.500000
	Iteration 14Q: 3 clusters Score -2405114 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 19494 members 
Entering Unmasked Estep 
Score: -2405295.500000 Penalty: 4916.500000
	Iteration 15Q: 3 clusters Score -2405296 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 19608 members 
Entering Unmasked Estep 
Score: -2405405.500000 Penalty: 4916.500000
	Iteration 16Q: 3 clusters Score -2405406 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 19676 members 
Entering Unmasked Estep 
Score: -2405472.750000 Penalty: 4916.500000
	Iteration 17Q: 3 clusters Score -2405473 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 19717 members 
Entering Unmasked Estep 
Score: -2405507.000000 Penalty: 4916.500000
	Iteration 18Q: 3 clusters Score -2405507 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 19742 members 
Entering Unmasked Estep 
Score: -2405541.750000 Penalty: 4916.500000
	Iteration 19Q: 3 clusters Score -2405542 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 19761 members 
Entering Unmasked Estep 
Score: -2405559.000000 Penalty: 4916.500000
	Iteration 20F: 3 clusters Score -2405559 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 19770 members 
Entering Unmasked Estep 
Score: -2405576.250000 Penalty: 4916.500000
	Iteration 21Q: 3 clusters Score -2405576 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 19781 members 
Entering Unmasked Estep 
Score: -2405592.000000 Penalty: 4916.500000
	Iteration 22Q: 3 clusters Score -2405592 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 19791 members 
Entering Unmasked Estep 
Score: -2405604.750000 Penalty: 4916.500000
	Iteration 23Q: 3 clusters Score -2405605 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 19797 members 
Entering Unmasked Estep 
Score: -2405609.750000 Penalty: 4916.500000
	Iteration 24Q: 3 clusters Score -2405610 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 19801 members 
Entering Unmasked Estep 
Score: -2405619.000000 Penalty: 4916.500000
	Iteration 25Q: 3 clusters Score -2405619 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 19805 members 
Entering Unmasked Estep 
Score: -2405628.500000 Penalty: 4916.500000
	Iteration 26Q: 3 clusters Score -2405628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 19810 members 
Entering Unmasked Estep 
Score: -2405636.000000 Penalty: 4916.500000
	Iteration 27Q: 3 clusters Score -2405636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 19813 members 
Entering Unmasked Estep 
Score: -2405641.250000 Penalty: 4916.500000
	Iteration 28Q: 3 clusters Score -2405641 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 19819 members 
Entering Unmasked Estep 
Score: -2405645.250000 Penalty: 4916.500000
	Iteration 29Q: 3 clusters Score -2405645 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 19822 members 
Entering Unmasked Estep 
Score: -2405649.500000 Penalty: 4916.500000
	Iteration 30Q: 3 clusters Score -2405650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 19823 members 
Entering Unmasked Estep 
Score: -2405652.000000 Penalty: 4916.500000
	Iteration 31Q: 3 clusters Score -2405652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 19824 members 
Entering Unmasked Estep 
Score: -2405652.750000 Penalty: 4916.500000
	Iteration 32Q: 3 clusters Score -2405653 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 19825 members 
Entering Unmasked Estep 
Score: -2405652.250000 Penalty: 4916.500000
	Iteration 33Q: 3 clusters Score -2405652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 19827 members 
Entering Unmasked Estep 
Score: -2405651.000000 Penalty: 4916.500000
	Iteration 34Q: 3 clusters Score -2405651 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 19827 members 
Entering Unmasked Estep 
Score: -2405651.000000 Penalty: 4916.500000
	Iteration 35F: 3 clusters Score -2405651 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Entering Unmasked Estep 
Score: -810604.812500 Penalty: 2203.692139
	Iteration 0F: 2 clusters Score -810604.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -804753.437500 Penalty: 4407.384277
	Iteration 0F: 3 clusters Score -804753.4 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -806448.500000 Penalty: 4407.384277
	Iteration 1F: 3 clusters Score -806448.5 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -807398.812500 Penalty: 4407.384277
	Iteration 2F: 3 clusters Score -807398.8 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -808082.750000 Penalty: 4407.384277
	Iteration 3F: 3 clusters Score -808082.8 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -808667.500000 Penalty: 4407.384277
	Iteration 4F: 3 clusters Score -808667.5 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -809179.250000 Penalty: 4407.384277
	Iteration 5F: 3 clusters Score -809179.2 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -809634.875000 Penalty: 4407.384277
	Iteration 6F: 3 clusters Score -809634.9 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -810029.875000 Penalty: 4407.384277
	Iteration 7F: 3 clusters Score -810029.9 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -810325.375000 Penalty: 4407.384277
	Iteration 8Q: 3 clusters Score -810325.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -810529.500000 Penalty: 4407.384277
	Iteration 9Q: 3 clusters Score -810529.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -810689.375000 Penalty: 4407.384277
	Iteration 10Q: 3 clusters Score -810689.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -810793.187500 Penalty: 4407.384277
	Iteration 11Q: 3 clusters Score -810793.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -810856.625000 Penalty: 4407.384277
	Iteration 12Q: 3 clusters Score -810856.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -810897.312500 Penalty: 4407.384277
	Iteration 13Q: 3 clusters Score -810897.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -810919.062500 Penalty: 4407.384277
	Iteration 14Q: 3 clusters Score -810919.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -810935.312500 Penalty: 4407.384277
	Iteration 15Q: 3 clusters Score -810935.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -810953.687500 Penalty: 4407.384277
	Iteration 16Q: 3 clusters Score -810953.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -810976.687500 Penalty: 4407.384277
	Iteration 17Q: 3 clusters Score -810976.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -810993.062500 Penalty: 4407.384277
	Iteration 18Q: 3 clusters Score -810993.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -811004.812500 Penalty: 4407.384277
	Iteration 19Q: 3 clusters Score -811004.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -811015.187500 Penalty: 4407.384277
	Iteration 20F: 3 clusters Score -811015.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -811024.562500 Penalty: 4407.384277
	Iteration 21Q: 3 clusters Score -811024.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -811029.687500 Penalty: 4407.384277
	Iteration 22Q: 3 clusters Score -811029.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -811033.687500 Penalty: 4407.384277
	Iteration 23Q: 3 clusters Score -811033.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -811033.125000 Penalty: 4407.384277
	Iteration 24Q: 3 clusters Score -811033.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -811037.250000 Penalty: 4407.384277
	Iteration 25Q: 3 clusters Score -811037.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -811040.000000 Penalty: 4407.384277
	Iteration 26Q: 3 clusters Score -811040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -811039.500000 Penalty: 4407.384277
	Iteration 27Q: 3 clusters Score -811039.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -811042.375000 Penalty: 4407.384277
	Iteration 28Q: 3 clusters Score -811042.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -811042.312500 Penalty: 4407.384277
	Iteration 29Q: 3 clusters Score -811042.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -811042.625000 Penalty: 4407.384277
	Iteration 30Q: 3 clusters Score -811042.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -811043.062500 Penalty: 4407.384277
	Iteration 31Q: 3 clusters Score -811043.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -811043.875000 Penalty: 4407.384277
	Iteration 32Q: 3 clusters Score -811043.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -811044.125000 Penalty: 4407.384277
	Iteration 33Q: 3 clusters Score -811044.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -811044.125000 Penalty: 4407.384277
	Iteration 34F: 3 clusters Score -811044.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 952 members 
Mstep: Class 3 contains 213167 members 
Mstep: Class 4 contains 12484 members 
Mstep: Class 5 contains 86752 members 
Mstep: Class 6 contains 15934 members 
Mstep: Class 7 contains 11340 members 
Mstep: Class 8 contains 20177 members 
Mstep: Class 9 contains 532 members 
Mstep: Class 10 contains 43266 members 
Mstep: Class 11 contains 7965 members 
Mstep: Class 12 contains 36815 members 
Mstep: Class 13 contains 5025 members 
Mstep: Class 14 contains 4100 members 
Mstep: Class 15 contains 9148 members 
Mstep: Class 16 contains 30305 members 
Mstep: Class 17 contains 10245 members 
Mstep: Class 18 contains 1181 members 
Mstep: Class 19 contains 35205 members 
Mstep: Class 20 contains 119063 members 
Mstep: Class 21 contains 75830 members 
Mstep: Class 22 contains 1511 members 
Mstep: Class 23 contains 1348 members 
Mstep: Class 24 contains 228835 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4184 members 
Mstep: Class 27 contains 71322 members 
Mstep: Class 28 contains 25578 members 
Mstep: Class 29 contains 4146 members 
Mstep: Class 30 contains 6528 members 
Mstep: Class 31 contains 3821 members 
Mstep: Class 32 contains 2017 members 
Mstep: Class 33 contains 5112 members 
Mstep: Class 34 contains 237914 members 
Mstep: Class 35 contains 17025 members 
Mstep: Class 36 contains 6697 members 
Entering Unmasked Estep 
Score: -155651584.000000 Penalty: 126091.726562
Splitting cluster 9 changes total score from -155652768.000000 to -155651584.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (43266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43266 members 
Entering Unmasked Estep 
Score: -5042573.000000 Penalty: 2647.430420
	Iteration 0F: 2 clusters Score -5042573 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21556 members 
Mstep: Class 2 contains 21710 members 
Entering Unmasked Estep 
Score: -5013437.500000 Penalty: 5294.860840
	Iteration 0F: 3 clusters Score -5013438 nChanged 19801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21259 members 
Mstep: Class 2 contains 22007 members 
Entering Unmasked Estep 
Score: -5024311.000000 Penalty: 5294.860840
	Iteration 1F: 3 clusters Score -5024311 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21231 members 
Mstep: Class 2 contains 22035 members 
Entering Unmasked Estep 
Score: -5025038.000000 Penalty: 5294.860840
	Iteration 2Q: 3 clusters Score -5025038 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21294 members 
Mstep: Class 2 contains 21972 members 
Entering Unmasked Estep 
Score: -5025906.000000 Penalty: 5294.860840
	Iteration 3Q: 3 clusters Score -5025906 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21442 members 
Mstep: Class 2 contains 21824 members 
Entering Unmasked Estep 
Score: -5027220.000000 Penalty: 5294.860840
	Iteration 4F: 3 clusters Score -5027220 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21743 members 
Mstep: Class 2 contains 21523 members 
Entering Unmasked Estep 
Score: -5029056.000000 Penalty: 5294.860840
	Iteration 5F: 3 clusters Score -5029056 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22173 members 
Mstep: Class 2 contains 21093 members 
Entering Unmasked Estep 
Score: -5031049.500000 Penalty: 5294.860840
	Iteration 6F: 3 clusters Score -5031050 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22624 members 
Mstep: Class 2 contains 20642 members 
Entering Unmasked Estep 
Score: -5032836.000000 Penalty: 5294.860840
	Iteration 7F: 3 clusters Score -5032836 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23020 members 
Mstep: Class 2 contains 20246 members 
Entering Unmasked Estep 
Score: -5033989.500000 Penalty: 5294.860840
	Iteration 8F: 3 clusters Score -5033990 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23319 members 
Mstep: Class 2 contains 19947 members 
Entering Unmasked Estep 
Score: -5034623.000000 Penalty: 5294.860840
	Iteration 9Q: 3 clusters Score -5034623 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23545 members 
Mstep: Class 2 contains 19721 members 
Entering Unmasked Estep 
Score: -5034935.500000 Penalty: 5294.860840
	Iteration 10Q: 3 clusters Score -5034936 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23727 members 
Mstep: Class 2 contains 19539 members 
Entering Unmasked Estep 
Score: -5035070.500000 Penalty: 5294.860840
	Iteration 11Q: 3 clusters Score -5035070 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23927 members 
Mstep: Class 2 contains 19339 members 
Entering Unmasked Estep 
Score: -5035141.500000 Penalty: 5294.860840
	Iteration 12Q: 3 clusters Score -5035142 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24114 members 
Mstep: Class 2 contains 19152 members 
Entering Unmasked Estep 
Score: -5035171.500000 Penalty: 5294.860840
	Iteration 13Q: 3 clusters Score -5035172 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24313 members 
Mstep: Class 2 contains 18953 members 
Entering Unmasked Estep 
Score: -5035233.500000 Penalty: 5294.860840
	Iteration 14Q: 3 clusters Score -5035234 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24519 members 
Mstep: Class 2 contains 18747 members 
Entering Unmasked Estep 
Score: -5035258.000000 Penalty: 5294.860840
	Iteration 15Q: 3 clusters Score -5035258 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24723 members 
Mstep: Class 2 contains 18543 members 
Entering Unmasked Estep 
Score: -5035271.500000 Penalty: 5294.860840
	Iteration 16Q: 3 clusters Score -5035272 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24911 members 
Mstep: Class 2 contains 18355 members 
Entering Unmasked Estep 
Score: -5035303.500000 Penalty: 5294.860840
	Iteration 17Q: 3 clusters Score -5035304 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25129 members 
Mstep: Class 2 contains 18137 members 
Entering Unmasked Estep 
Score: -5035329.000000 Penalty: 5294.860840
	Iteration 18Q: 3 clusters Score -5035329 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25347 members 
Mstep: Class 2 contains 17919 members 
Entering Unmasked Estep 
Score: -5035345.000000 Penalty: 5294.860840
	Iteration 19Q: 3 clusters Score -5035345 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25594 members 
Mstep: Class 2 contains 17672 members 
Entering Unmasked Estep 
Score: -5035373.000000 Penalty: 5294.860840
	Iteration 20F: 3 clusters Score -5035373 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25858 members 
Mstep: Class 2 contains 17408 members 
Entering Unmasked Estep 
Score: -5035414.000000 Penalty: 5294.860840
	Iteration 21Q: 3 clusters Score -5035414 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26114 members 
Mstep: Class 2 contains 17152 members 
Entering Unmasked Estep 
Score: -5035433.500000 Penalty: 5294.860840
	Iteration 22Q: 3 clusters Score -5035434 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26382 members 
Mstep: Class 2 contains 16884 members 
Entering Unmasked Estep 
Score: -5035452.000000 Penalty: 5294.860840
	Iteration 23Q: 3 clusters Score -5035452 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26678 members 
Mstep: Class 2 contains 16588 members 
Entering Unmasked Estep 
Score: -5035496.500000 Penalty: 5294.860840
	Iteration 24Q: 3 clusters Score -5035496 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26970 members 
Mstep: Class 2 contains 16296 members 
Entering Unmasked Estep 
Score: -5035525.000000 Penalty: 5294.860840
	Iteration 25Q: 3 clusters Score -5035525 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27269 members 
Mstep: Class 2 contains 15997 members 
Entering Unmasked Estep 
Score: -5035572.000000 Penalty: 5294.860840
	Iteration 26Q: 3 clusters Score -5035572 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27615 members 
Mstep: Class 2 contains 15651 members 
Entering Unmasked Estep 
Score: -5035620.500000 Penalty: 5294.860840
	Iteration 27Q: 3 clusters Score -5035620 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27969 members 
Mstep: Class 2 contains 15297 members 
Entering Unmasked Estep 
Score: -5035659.500000 Penalty: 5294.860840
	Iteration 28Q: 3 clusters Score -5035660 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28347 members 
Mstep: Class 2 contains 14919 members 
Entering Unmasked Estep 
Score: -5035725.000000 Penalty: 5294.860840
	Iteration 29Q: 3 clusters Score -5035725 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28765 members 
Mstep: Class 2 contains 14501 members 
Entering Unmasked Estep 
Score: -5035809.500000 Penalty: 5294.860840
	Iteration 30Q: 3 clusters Score -5035810 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29226 members 
Mstep: Class 2 contains 14040 members 
Entering Unmasked Estep 
Score: -5035875.500000 Penalty: 5294.860840
	Iteration 31Q: 3 clusters Score -5035876 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29710 members 
Mstep: Class 2 contains 13556 members 
Entering Unmasked Estep 
Score: -5035958.000000 Penalty: 5294.860840
	Iteration 32Q: 3 clusters Score -5035958 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30245 members 
Mstep: Class 2 contains 13021 members 
Entering Unmasked Estep 
Score: -5036046.000000 Penalty: 5294.860840
	Iteration 33Q: 3 clusters Score -5036046 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30803 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
Score: -5036136.500000 Penalty: 5294.860840
	Iteration 34Q: 3 clusters Score -5036136 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31416 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
Score: -5036296.500000 Penalty: 5294.860840
	Iteration 35Q: 3 clusters Score -5036296 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32068 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -5036443.000000 Penalty: 5294.860840
	Iteration 36Q: 3 clusters Score -5036443 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32740 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -5036578.000000 Penalty: 5294.860840
	Iteration 37Q: 3 clusters Score -5036578 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33455 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -5036797.500000 Penalty: 5294.860840
	Iteration 38Q: 3 clusters Score -5036798 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34210 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -5037020.500000 Penalty: 5294.860840
	Iteration 39Q: 3 clusters Score -5037020 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34968 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -5037287.000000 Penalty: 5294.860840
	Iteration 40F: 3 clusters Score -5037287 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35748 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -5037559.500000 Penalty: 5294.860840
	Iteration 41Q: 3 clusters Score -5037560 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36506 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -5037842.000000 Penalty: 5294.860840
	Iteration 42Q: 3 clusters Score -5037842 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37271 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -5038152.000000 Penalty: 5294.860840
	Iteration 43Q: 3 clusters Score -5038152 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37982 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -5038456.500000 Penalty: 5294.860840
	Iteration 44Q: 3 clusters Score -5038456 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38631 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -5038822.000000 Penalty: 5294.860840
	Iteration 45Q: 3 clusters Score -5038822 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39226 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -5039189.500000 Penalty: 5294.860840
	Iteration 46Q: 3 clusters Score -5039190 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39744 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -5039542.500000 Penalty: 5294.860840
	Iteration 47Q: 3 clusters Score -5039542 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40185 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -5039857.000000 Penalty: 5294.860840
	Iteration 48Q: 3 clusters Score -5039857 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40492 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -5040099.000000 Penalty: 5294.860840
	Iteration 49Q: 3 clusters Score -5040099 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40718 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -5040268.000000 Penalty: 5294.860840
	Iteration 50Q: 3 clusters Score -5040268 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40876 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -5040382.500000 Penalty: 5294.860840
	Iteration 51Q: 3 clusters Score -5040382 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41019 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -5040506.000000 Penalty: 5294.860840
	Iteration 52Q: 3 clusters Score -5040506 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41140 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -5040589.500000 Penalty: 5294.860840
	Iteration 53Q: 3 clusters Score -5040590 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41234 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -5040663.500000 Penalty: 5294.860840
	Iteration 54Q: 3 clusters Score -5040664 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41298 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -5040695.000000 Penalty: 5294.860840
	Iteration 55Q: 3 clusters Score -5040695 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41341 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -5040716.500000 Penalty: 5294.860840
	Iteration 56Q: 3 clusters Score -5040716 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41375 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -5040737.000000 Penalty: 5294.860840
	Iteration 57Q: 3 clusters Score -5040737 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41408 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -5040751.000000 Penalty: 5294.860840
	Iteration 58Q: 3 clusters Score -5040751 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41431 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -5040764.500000 Penalty: 5294.860840
	Iteration 59Q: 3 clusters Score -5040764 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41447 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -5040772.500000 Penalty: 5294.860840
	Iteration 60F: 3 clusters Score -5040772 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41471 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -5040797.500000 Penalty: 5294.860840
	Iteration 61Q: 3 clusters Score -5040798 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41490 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -5040816.000000 Penalty: 5294.860840
	Iteration 62Q: 3 clusters Score -5040816 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41504 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -5040815.500000 Penalty: 5294.860840
	Iteration 63Q: 3 clusters Score -5040816 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41516 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -5040820.000000 Penalty: 5294.860840
	Iteration 64Q: 3 clusters Score -5040820 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41529 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -5040827.500000 Penalty: 5294.860840
	Iteration 65Q: 3 clusters Score -5040828 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41538 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -5040817.500000 Penalty: 5294.860840
	Iteration 66Q: 3 clusters Score -5040818 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41545 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -5040822.000000 Penalty: 5294.860840
	Iteration 67Q: 3 clusters Score -5040822 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41558 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -5040830.500000 Penalty: 5294.860840
	Iteration 68Q: 3 clusters Score -5040830 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41569 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -5040832.000000 Penalty: 5294.860840
	Iteration 69Q: 3 clusters Score -5040832 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41578 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -5040832.500000 Penalty: 5294.860840
	Iteration 70Q: 3 clusters Score -5040832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41582 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -5040838.000000 Penalty: 5294.860840
	Iteration 71Q: 3 clusters Score -5040838 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41589 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -5040840.000000 Penalty: 5294.860840
	Iteration 72Q: 3 clusters Score -5040840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41593 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -5040835.000000 Penalty: 5294.860840
	Iteration 73Q: 3 clusters Score -5040835 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41594 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -5040837.000000 Penalty: 5294.860840
	Iteration 74Q: 3 clusters Score -5040837 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41595 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -5040837.500000 Penalty: 5294.860840
	Iteration 75Q: 3 clusters Score -5040838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41599 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -5040832.500000 Penalty: 5294.860840
	Iteration 76Q: 3 clusters Score -5040832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41603 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -5040840.500000 Penalty: 5294.860840
	Iteration 77Q: 3 clusters Score -5040840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41605 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -5040839.000000 Penalty: 5294.860840
	Iteration 78Q: 3 clusters Score -5040839 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41609 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -5040839.000000 Penalty: 5294.860840
	Iteration 79Q: 3 clusters Score -5040839 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41612 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -5040834.000000 Penalty: 5294.860840
	Iteration 80F: 3 clusters Score -5040834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41612 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -5040835.500000 Penalty: 5294.860840
	Iteration 81Q: 3 clusters Score -5040836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41615 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -5040835.500000 Penalty: 5294.860840
	Iteration 82Q: 3 clusters Score -5040836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41618 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -5040837.000000 Penalty: 5294.860840
	Iteration 83Q: 3 clusters Score -5040837 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41618 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -5040837.000000 Penalty: 5294.860840
	Iteration 84F: 3 clusters Score -5040837 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Entering Unmasked Estep 
Score: -832551.000000 Penalty: 2227.737305
	Iteration 0F: 2 clusters Score -832551 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -826108.250000 Penalty: 4455.474609
	Iteration 0F: 3 clusters Score -826108.2 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -827922.312500 Penalty: 4455.474609
	Iteration 1F: 3 clusters Score -827922.3 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -828240.687500 Penalty: 4455.474609
	Iteration 2F: 3 clusters Score -828240.7 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -828449.375000 Penalty: 4455.474609
	Iteration 3F: 3 clusters Score -828449.4 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -828611.125000 Penalty: 4455.474609
	Iteration 4Q: 3 clusters Score -828611.1 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -828738.875000 Penalty: 4455.474609
	Iteration 5Q: 3 clusters Score -828738.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -828842.312500 Penalty: 4455.474609
	Iteration 6Q: 3 clusters Score -828842.3 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -828915.250000 Penalty: 4455.474609
	Iteration 7Q: 3 clusters Score -828915.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -828980.812500 Penalty: 4455.474609
	Iteration 8Q: 3 clusters Score -828980.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -829053.000000 Penalty: 4455.474609
	Iteration 9Q: 3 clusters Score -829053 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -829115.937500 Penalty: 4455.474609
	Iteration 10Q: 3 clusters Score -829115.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -829174.625000 Penalty: 4455.474609
	Iteration 11Q: 3 clusters Score -829174.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -829230.125000 Penalty: 4455.474609
	Iteration 12Q: 3 clusters Score -829230.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -829288.812500 Penalty: 4455.474609
	Iteration 13Q: 3 clusters Score -829288.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -829336.812500 Penalty: 4455.474609
	Iteration 14Q: 3 clusters Score -829336.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -829386.812500 Penalty: 4455.474609
	Iteration 15Q: 3 clusters Score -829386.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -829438.250000 Penalty: 4455.474609
	Iteration 16Q: 3 clusters Score -829438.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -829483.750000 Penalty: 4455.474609
	Iteration 17Q: 3 clusters Score -829483.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -829537.562500 Penalty: 4455.474609
	Iteration 18Q: 3 clusters Score -829537.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -829584.187500 Penalty: 4455.474609
	Iteration 19Q: 3 clusters Score -829584.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -829627.187500 Penalty: 4455.474609
	Iteration 20F: 3 clusters Score -829627.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -829669.812500 Penalty: 4455.474609
	Iteration 21Q: 3 clusters Score -829669.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -829714.937500 Penalty: 4455.474609
	Iteration 22Q: 3 clusters Score -829714.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -829763.250000 Penalty: 4455.474609
	Iteration 23Q: 3 clusters Score -829763.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -829822.687500 Penalty: 4455.474609
	Iteration 24Q: 3 clusters Score -829822.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -829875.187500 Penalty: 4455.474609
	Iteration 25Q: 3 clusters Score -829875.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -829933.312500 Penalty: 4455.474609
	Iteration 26Q: 3 clusters Score -829933.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -829986.187500 Penalty: 4455.474609
	Iteration 27Q: 3 clusters Score -829986.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -830034.125000 Penalty: 4455.474609
	Iteration 28Q: 3 clusters Score -830034.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -830085.875000 Penalty: 4455.474609
	Iteration 29Q: 3 clusters Score -830085.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -830123.437500 Penalty: 4455.474609
	Iteration 30Q: 3 clusters Score -830123.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -830161.187500 Penalty: 4455.474609
	Iteration 31Q: 3 clusters Score -830161.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -830206.187500 Penalty: 4455.474609
	Iteration 32Q: 3 clusters Score -830206.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -830244.250000 Penalty: 4455.474609
	Iteration 33Q: 3 clusters Score -830244.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -830283.562500 Penalty: 4455.474609
	Iteration 34Q: 3 clusters Score -830283.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -830319.250000 Penalty: 4455.474609
	Iteration 35Q: 3 clusters Score -830319.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -830361.625000 Penalty: 4455.474609
	Iteration 36Q: 3 clusters Score -830361.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -830388.750000 Penalty: 4455.474609
	Iteration 37Q: 3 clusters Score -830388.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -830408.437500 Penalty: 4455.474609
	Iteration 38Q: 3 clusters Score -830408.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -830430.875000 Penalty: 4455.474609
	Iteration 39Q: 3 clusters Score -830430.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -830452.500000 Penalty: 4455.474609
	Iteration 40F: 3 clusters Score -830452.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -830471.687500 Penalty: 4455.474609
	Iteration 41Q: 3 clusters Score -830471.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -830485.187500 Penalty: 4455.474609
	Iteration 42Q: 3 clusters Score -830485.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -830499.312500 Penalty: 4455.474609
	Iteration 43Q: 3 clusters Score -830499.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -830518.937500 Penalty: 4455.474609
	Iteration 44Q: 3 clusters Score -830518.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -830533.250000 Penalty: 4455.474609
	Iteration 45Q: 3 clusters Score -830533.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -830549.875000 Penalty: 4455.474609
	Iteration 46Q: 3 clusters Score -830549.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -830564.500000 Penalty: 4455.474609
	Iteration 47Q: 3 clusters Score -830564.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -830584.187500 Penalty: 4455.474609
	Iteration 48Q: 3 clusters Score -830584.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -830609.687500 Penalty: 4455.474609
	Iteration 49Q: 3 clusters Score -830609.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -830625.500000 Penalty: 4455.474609
	Iteration 50Q: 3 clusters Score -830625.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -830641.250000 Penalty: 4455.474609
	Iteration 51Q: 3 clusters Score -830641.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -830650.125000 Penalty: 4455.474609
	Iteration 52Q: 3 clusters Score -830650.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -830661.250000 Penalty: 4455.474609
	Iteration 53Q: 3 clusters Score -830661.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -830674.625000 Penalty: 4455.474609
	Iteration 54Q: 3 clusters Score -830674.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -830686.625000 Penalty: 4455.474609
	Iteration 55Q: 3 clusters Score -830686.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -830694.625000 Penalty: 4455.474609
	Iteration 56Q: 3 clusters Score -830694.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -830703.875000 Penalty: 4455.474609
	Iteration 57Q: 3 clusters Score -830703.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -830712.187500 Penalty: 4455.474609
	Iteration 58Q: 3 clusters Score -830712.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -830720.812500 Penalty: 4455.474609
	Iteration 59Q: 3 clusters Score -830720.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -830727.812500 Penalty: 4455.474609
	Iteration 60F: 3 clusters Score -830727.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -830738.187500 Penalty: 4455.474609
	Iteration 61Q: 3 clusters Score -830738.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -830744.437500 Penalty: 4455.474609
	Iteration 62Q: 3 clusters Score -830744.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -830755.875000 Penalty: 4455.474609
	Iteration 63Q: 3 clusters Score -830755.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -830765.937500 Penalty: 4455.474609
	Iteration 64Q: 3 clusters Score -830765.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -830772.812500 Penalty: 4455.474609
	Iteration 65Q: 3 clusters Score -830772.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -830787.312500 Penalty: 4455.474609
	Iteration 66Q: 3 clusters Score -830787.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -830801.437500 Penalty: 4455.474609
	Iteration 67Q: 3 clusters Score -830801.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -830804.375000 Penalty: 4455.474609
	Iteration 68Q: 3 clusters Score -830804.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -830806.375000 Penalty: 4455.474609
	Iteration 69Q: 3 clusters Score -830806.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -830807.500000 Penalty: 4455.474609
	Iteration 70Q: 3 clusters Score -830807.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -830808.875000 Penalty: 4455.474609
	Iteration 71Q: 3 clusters Score -830808.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -830808.937500 Penalty: 4455.474609
	Iteration 72Q: 3 clusters Score -830808.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -830810.187500 Penalty: 4455.474609
	Iteration 73Q: 3 clusters Score -830810.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -830810.812500 Penalty: 4455.474609
	Iteration 74Q: 3 clusters Score -830810.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -830810.812500 Penalty: 4455.474609
	Iteration 75F: 3 clusters Score -830810.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (36815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36815 members 
Entering Unmasked Estep 
Score: -4278465.000000 Penalty: 2607.387695
	Iteration 0F: 2 clusters Score -4278465 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18557 members 
Mstep: Class 2 contains 18258 members 
Entering Unmasked Estep 
Score: -4253350.500000 Penalty: 5214.775391
	Iteration 0F: 3 clusters Score -4253350 nChanged 16860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19091 members 
Mstep: Class 2 contains 17724 members 
Entering Unmasked Estep 
Score: -4262653.000000 Penalty: 5214.775391
	Iteration 1F: 3 clusters Score -4262653 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19304 members 
Mstep: Class 2 contains 17511 members 
Entering Unmasked Estep 
Score: -4263339.000000 Penalty: 5214.775391
	Iteration 2Q: 3 clusters Score -4263339 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19687 members 
Mstep: Class 2 contains 17128 members 
Entering Unmasked Estep 
Score: -4264225.500000 Penalty: 5214.775391
	Iteration 3Q: 3 clusters Score -4264226 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20176 members 
Mstep: Class 2 contains 16639 members 
Entering Unmasked Estep 
Score: -4265302.500000 Penalty: 5214.775391
	Iteration 4F: 3 clusters Score -4265302 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20793 members 
Mstep: Class 2 contains 16022 members 
Entering Unmasked Estep 
Score: -4266566.000000 Penalty: 5214.775391
	Iteration 5F: 3 clusters Score -4266566 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21455 members 
Mstep: Class 2 contains 15360 members 
Entering Unmasked Estep 
Score: -4267846.000000 Penalty: 5214.775391
	Iteration 6F: 3 clusters Score -4267846 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22046 members 
Mstep: Class 2 contains 14769 members 
Entering Unmasked Estep 
Score: -4269063.500000 Penalty: 5214.775391
	Iteration 7F: 3 clusters Score -4269064 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22519 members 
Mstep: Class 2 contains 14296 members 
Entering Unmasked Estep 
Score: -4270127.000000 Penalty: 5214.775391
	Iteration 8Q: 3 clusters Score -4270127 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22907 members 
Mstep: Class 2 contains 13908 members 
Entering Unmasked Estep 
Score: -4271010.000000 Penalty: 5214.775391
	Iteration 9Q: 3 clusters Score -4271010 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23204 members 
Mstep: Class 2 contains 13611 members 
Entering Unmasked Estep 
Score: -4271659.500000 Penalty: 5214.775391
	Iteration 10Q: 3 clusters Score -4271660 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23445 members 
Mstep: Class 2 contains 13370 members 
Entering Unmasked Estep 
Score: -4272172.000000 Penalty: 5214.775391
	Iteration 11Q: 3 clusters Score -4272172 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23629 members 
Mstep: Class 2 contains 13186 members 
Entering Unmasked Estep 
Score: -4272536.000000 Penalty: 5214.775391
	Iteration 12Q: 3 clusters Score -4272536 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23736 members 
Mstep: Class 2 contains 13079 members 
Entering Unmasked Estep 
Score: -4272776.500000 Penalty: 5214.775391
	Iteration 13Q: 3 clusters Score -4272776 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23757 members 
Mstep: Class 2 contains 13058 members 
Entering Unmasked Estep 
Score: -4272940.500000 Penalty: 5214.775391
	Iteration 14Q: 3 clusters Score -4272940 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23778 members 
Mstep: Class 2 contains 13037 members 
Entering Unmasked Estep 
Score: -4273107.500000 Penalty: 5214.775391
	Iteration 15Q: 3 clusters Score -4273108 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23755 members 
Mstep: Class 2 contains 13060 members 
Entering Unmasked Estep 
Score: -4273241.000000 Penalty: 5214.775391
	Iteration 16Q: 3 clusters Score -4273241 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23686 members 
Mstep: Class 2 contains 13129 members 
Entering Unmasked Estep 
Score: -4273403.000000 Penalty: 5214.775391
	Iteration 17Q: 3 clusters Score -4273403 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23590 members 
Mstep: Class 2 contains 13225 members 
Entering Unmasked Estep 
Score: -4273518.500000 Penalty: 5214.775391
	Iteration 18Q: 3 clusters Score -4273518 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23459 members 
Mstep: Class 2 contains 13356 members 
Entering Unmasked Estep 
Score: -4273641.000000 Penalty: 5214.775391
	Iteration 19Q: 3 clusters Score -4273641 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23349 members 
Mstep: Class 2 contains 13466 members 
Entering Unmasked Estep 
Score: -4273735.500000 Penalty: 5214.775391
	Iteration 20F: 3 clusters Score -4273736 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23243 members 
Mstep: Class 2 contains 13572 members 
Entering Unmasked Estep 
Score: -4273834.000000 Penalty: 5214.775391
	Iteration 21Q: 3 clusters Score -4273834 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23121 members 
Mstep: Class 2 contains 13694 members 
Entering Unmasked Estep 
Score: -4273923.000000 Penalty: 5214.775391
	Iteration 22Q: 3 clusters Score -4273923 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23005 members 
Mstep: Class 2 contains 13810 members 
Entering Unmasked Estep 
Score: -4274004.000000 Penalty: 5214.775391
	Iteration 23Q: 3 clusters Score -4274004 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22877 members 
Mstep: Class 2 contains 13938 members 
Entering Unmasked Estep 
Score: -4274064.000000 Penalty: 5214.775391
	Iteration 24Q: 3 clusters Score -4274064 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22744 members 
Mstep: Class 2 contains 14071 members 
Entering Unmasked Estep 
Score: -4274128.000000 Penalty: 5214.775391
	Iteration 25Q: 3 clusters Score -4274128 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22594 members 
Mstep: Class 2 contains 14221 members 
Entering Unmasked Estep 
Score: -4274208.500000 Penalty: 5214.775391
	Iteration 26Q: 3 clusters Score -4274208 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22472 members 
Mstep: Class 2 contains 14343 members 
Entering Unmasked Estep 
Score: -4274262.000000 Penalty: 5214.775391
	Iteration 27Q: 3 clusters Score -4274262 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22346 members 
Mstep: Class 2 contains 14469 members 
Entering Unmasked Estep 
Score: -4274303.500000 Penalty: 5214.775391
	Iteration 28Q: 3 clusters Score -4274304 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22221 members 
Mstep: Class 2 contains 14594 members 
Entering Unmasked Estep 
Score: -4274361.500000 Penalty: 5214.775391
	Iteration 29Q: 3 clusters Score -4274362 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22078 members 
Mstep: Class 2 contains 14737 members 
Entering Unmasked Estep 
Score: -4274420.500000 Penalty: 5214.775391
	Iteration 30Q: 3 clusters Score -4274420 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21924 members 
Mstep: Class 2 contains 14891 members 
Entering Unmasked Estep 
Score: -4274461.500000 Penalty: 5214.775391
	Iteration 31Q: 3 clusters Score -4274462 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21778 members 
Mstep: Class 2 contains 15037 members 
Entering Unmasked Estep 
Score: -4274501.500000 Penalty: 5214.775391
	Iteration 32Q: 3 clusters Score -4274502 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21646 members 
Mstep: Class 2 contains 15169 members 
Entering Unmasked Estep 
Score: -4274555.000000 Penalty: 5214.775391
	Iteration 33Q: 3 clusters Score -4274555 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21522 members 
Mstep: Class 2 contains 15293 members 
Entering Unmasked Estep 
Score: -4274591.000000 Penalty: 5214.775391
	Iteration 34Q: 3 clusters Score -4274591 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21414 members 
Mstep: Class 2 contains 15401 members 
Entering Unmasked Estep 
Score: -4274619.000000 Penalty: 5214.775391
	Iteration 35Q: 3 clusters Score -4274619 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21326 members 
Mstep: Class 2 contains 15489 members 
Entering Unmasked Estep 
Score: -4274639.000000 Penalty: 5214.775391
	Iteration 36Q: 3 clusters Score -4274639 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21243 members 
Mstep: Class 2 contains 15572 members 
Entering Unmasked Estep 
Score: -4274657.500000 Penalty: 5214.775391
	Iteration 37Q: 3 clusters Score -4274658 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21170 members 
Mstep: Class 2 contains 15645 members 
Entering Unmasked Estep 
Score: -4274688.000000 Penalty: 5214.775391
	Iteration 38Q: 3 clusters Score -4274688 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21090 members 
Mstep: Class 2 contains 15725 members 
Entering Unmasked Estep 
Score: -4274694.500000 Penalty: 5214.775391
	Iteration 39Q: 3 clusters Score -4274694 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21032 members 
Mstep: Class 2 contains 15783 members 
Entering Unmasked Estep 
Score: -4274699.000000 Penalty: 5214.775391
	Iteration 40F: 3 clusters Score -4274699 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20957 members 
Mstep: Class 2 contains 15858 members 
Entering Unmasked Estep 
Score: -4274706.000000 Penalty: 5214.775391
	Iteration 41Q: 3 clusters Score -4274706 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20893 members 
Mstep: Class 2 contains 15922 members 
Entering Unmasked Estep 
Score: -4274709.500000 Penalty: 5214.775391
	Iteration 42Q: 3 clusters Score -4274710 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20831 members 
Mstep: Class 2 contains 15984 members 
Entering Unmasked Estep 
Score: -4274722.500000 Penalty: 5214.775391
	Iteration 43Q: 3 clusters Score -4274722 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20775 members 
Mstep: Class 2 contains 16040 members 
Entering Unmasked Estep 
Score: -4274733.500000 Penalty: 5214.775391
	Iteration 44Q: 3 clusters Score -4274734 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20713 members 
Mstep: Class 2 contains 16102 members 
Entering Unmasked Estep 
Score: -4274726.000000 Penalty: 5214.775391
	Iteration 45Q: 3 clusters Score -4274726 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20651 members 
Mstep: Class 2 contains 16164 members 
Entering Unmasked Estep 
Score: -4274731.500000 Penalty: 5214.775391
	Iteration 46Q: 3 clusters Score -4274732 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20596 members 
Mstep: Class 2 contains 16219 members 
Entering Unmasked Estep 
Score: -4274737.500000 Penalty: 5214.775391
	Iteration 47Q: 3 clusters Score -4274738 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20551 members 
Mstep: Class 2 contains 16264 members 
Entering Unmasked Estep 
Score: -4274753.000000 Penalty: 5214.775391
	Iteration 48Q: 3 clusters Score -4274753 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20514 members 
Mstep: Class 2 contains 16301 members 
Entering Unmasked Estep 
Score: -4274759.500000 Penalty: 5214.775391
	Iteration 49Q: 3 clusters Score -4274760 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20470 members 
Mstep: Class 2 contains 16345 members 
Entering Unmasked Estep 
Score: -4274765.000000 Penalty: 5214.775391
	Iteration 50Q: 3 clusters Score -4274765 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20432 members 
Mstep: Class 2 contains 16383 members 
Entering Unmasked Estep 
Score: -4274772.000000 Penalty: 5214.775391
	Iteration 51Q: 3 clusters Score -4274772 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20395 members 
Mstep: Class 2 contains 16420 members 
Entering Unmasked Estep 
Score: -4274773.500000 Penalty: 5214.775391
	Iteration 52Q: 3 clusters Score -4274774 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20356 members 
Mstep: Class 2 contains 16459 members 
Entering Unmasked Estep 
Score: -4274787.000000 Penalty: 5214.775391
	Iteration 53Q: 3 clusters Score -4274787 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20326 members 
Mstep: Class 2 contains 16489 members 
Entering Unmasked Estep 
Score: -4274795.500000 Penalty: 5214.775391
	Iteration 54Q: 3 clusters Score -4274796 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20293 members 
Mstep: Class 2 contains 16522 members 
Entering Unmasked Estep 
Score: -4274790.500000 Penalty: 5214.775391
	Iteration 55Q: 3 clusters Score -4274790 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20264 members 
Mstep: Class 2 contains 16551 members 
Entering Unmasked Estep 
Score: -4274786.000000 Penalty: 5214.775391
	Iteration 56Q: 3 clusters Score -4274786 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20235 members 
Mstep: Class 2 contains 16580 members 
Entering Unmasked Estep 
Score: -4274783.000000 Penalty: 5214.775391
	Iteration 57Q: 3 clusters Score -4274783 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20201 members 
Mstep: Class 2 contains 16614 members 
Entering Unmasked Estep 
Score: -4274793.500000 Penalty: 5214.775391
	Iteration 58Q: 3 clusters Score -4274794 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20165 members 
Mstep: Class 2 contains 16650 members 
Entering Unmasked Estep 
Score: -4274794.000000 Penalty: 5214.775391
	Iteration 59Q: 3 clusters Score -4274794 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20132 members 
Mstep: Class 2 contains 16683 members 
Entering Unmasked Estep 
Score: -4274802.000000 Penalty: 5214.775391
	Iteration 60F: 3 clusters Score -4274802 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20094 members 
Mstep: Class 2 contains 16721 members 
Entering Unmasked Estep 
Score: -4274804.500000 Penalty: 5214.775391
	Iteration 61Q: 3 clusters Score -4274804 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20053 members 
Mstep: Class 2 contains 16762 members 
Entering Unmasked Estep 
Score: -4274813.000000 Penalty: 5214.775391
	Iteration 62Q: 3 clusters Score -4274813 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20013 members 
Mstep: Class 2 contains 16802 members 
Entering Unmasked Estep 
Score: -4274809.500000 Penalty: 5214.775391
	Iteration 63Q: 3 clusters Score -4274810 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19973 members 
Mstep: Class 2 contains 16842 members 
Entering Unmasked Estep 
Score: -4274802.500000 Penalty: 5214.775391
	Iteration 64Q: 3 clusters Score -4274802 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19924 members 
Mstep: Class 2 contains 16891 members 
Entering Unmasked Estep 
Score: -4274800.500000 Penalty: 5214.775391
	Iteration 65Q: 3 clusters Score -4274800 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19867 members 
Mstep: Class 2 contains 16948 members 
Entering Unmasked Estep 
Score: -4274815.000000 Penalty: 5214.775391
	Iteration 66Q: 3 clusters Score -4274815 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19812 members 
Mstep: Class 2 contains 17003 members 
Entering Unmasked Estep 
Score: -4274819.000000 Penalty: 5214.775391
	Iteration 67Q: 3 clusters Score -4274819 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19758 members 
Mstep: Class 2 contains 17057 members 
Entering Unmasked Estep 
Score: -4274823.500000 Penalty: 5214.775391
	Iteration 68Q: 3 clusters Score -4274824 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19712 members 
Mstep: Class 2 contains 17103 members 
Entering Unmasked Estep 
Score: -4274824.000000 Penalty: 5214.775391
	Iteration 69Q: 3 clusters Score -4274824 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19656 members 
Mstep: Class 2 contains 17159 members 
Entering Unmasked Estep 
Score: -4274844.000000 Penalty: 5214.775391
	Iteration 70Q: 3 clusters Score -4274844 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19605 members 
Mstep: Class 2 contains 17210 members 
Entering Unmasked Estep 
Score: -4274843.500000 Penalty: 5214.775391
	Iteration 71Q: 3 clusters Score -4274844 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19554 members 
Mstep: Class 2 contains 17261 members 
Entering Unmasked Estep 
Score: -4274847.000000 Penalty: 5214.775391
	Iteration 72Q: 3 clusters Score -4274847 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19489 members 
Mstep: Class 2 contains 17326 members 
Entering Unmasked Estep 
Score: -4274858.000000 Penalty: 5214.775391
	Iteration 73Q: 3 clusters Score -4274858 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19419 members 
Mstep: Class 2 contains 17396 members 
Entering Unmasked Estep 
Score: -4274853.000000 Penalty: 5214.775391
	Iteration 74Q: 3 clusters Score -4274853 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19353 members 
Mstep: Class 2 contains 17462 members 
Entering Unmasked Estep 
Score: -4274857.000000 Penalty: 5214.775391
	Iteration 75Q: 3 clusters Score -4274857 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19287 members 
Mstep: Class 2 contains 17528 members 
Entering Unmasked Estep 
Score: -4274863.500000 Penalty: 5214.775391
	Iteration 76Q: 3 clusters Score -4274864 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19225 members 
Mstep: Class 2 contains 17590 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -4274864 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 2 contains 17651 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -4274871 nChanged 59
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -4274868 nChanged 56
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Mstep: Class 2 contains 17764 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -4274878 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 2 contains 17820 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -4274873 nChanged 58
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Mstep: Class 1 contains 18939 members 
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -4274896 nChanged 75
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Mstep: Class 1 contains 18866 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -4274896 nChanged 64
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -4274946 nChanged 66
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -4274954 nChanged 56
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -4274950 nChanged 50
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 18346 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -4274958 nChanged 38
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Mstep: Class 1 contains 18252 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -4274956 nChanged 36
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Mstep: Class 1 contains 18218 members 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -4274965 nChanged 40
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Mstep: Class 1 contains 18180 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -4274966 nChanged 36
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Mstep: Class 1 contains 18148 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -4274971 nChanged 32
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Mstep: Class 1 contains 18116 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -4274978 nChanged 28
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Mstep: Class 1 contains 18088 members 
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -4274971 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18046 members 
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -4274982 nChanged 48
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Entering Unmasked Estep 
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Mstep: Class 1 contains 17964 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -4274991 nChanged 41
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -4274982 nChanged 46
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	Iteration 108Q: 3 clusters Score -4274987 nChanged 56
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	Iteration 109Q: 3 clusters Score -4274986 nChanged 45
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -4274985 nChanged 54
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	Iteration 111Q: 3 clusters Score -4274996 nChanged 55
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -4275012 nChanged 78
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -4275022 nChanged 86
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -4275032 nChanged 97
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	Iteration 117Q: 3 clusters Score -4275046 nChanged 86
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	Iteration 118Q: 3 clusters Score -4275048 nChanged 100
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Mstep: Class 1 contains 16997 members 
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	Iteration 119Q: 3 clusters Score -4275046 nChanged 105
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Mstep: Class 1 contains 16892 members 
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Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -4275060 nChanged 101
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Mstep: Class 1 contains 16791 members 
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	Iteration 121Q: 3 clusters Score -4275073 nChanged 109
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Mstep: Class 1 contains 16682 members 
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	Iteration 122Q: 3 clusters Score -4275071 nChanged 114
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Mstep: Class 1 contains 16572 members 
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	Iteration 123Q: 3 clusters Score -4275098 nChanged 109
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Mstep: Class 1 contains 16463 members 
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	Iteration 124Q: 3 clusters Score -4275098 nChanged 95
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	Iteration 125Q: 3 clusters Score -4275108 nChanged 83
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	Iteration 126Q: 3 clusters Score -4275111 nChanged 85
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	Iteration 127Q: 3 clusters Score -4275114 nChanged 78
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	Iteration 128Q: 3 clusters Score -4275132 nChanged 96
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	Iteration 129Q: 3 clusters Score -4275143 nChanged 106
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	Iteration 130Q: 3 clusters Score -4275167 nChanged 111
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	Iteration 131Q: 3 clusters Score -4275179 nChanged 113
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	Iteration 132Q: 3 clusters Score -4275187 nChanged 101
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Mstep: Class 1 contains 15605 members 
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	Iteration 133Q: 3 clusters Score -4275211 nChanged 93
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	Iteration 134Q: 3 clusters Score -4275228 nChanged 92
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	Iteration 135Q: 3 clusters Score -4275228 nChanged 108
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	Iteration 136Q: 3 clusters Score -4275246 nChanged 94
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	Iteration 137Q: 3 clusters Score -4275250 nChanged 123
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	Iteration 138Q: 3 clusters Score -4275262 nChanged 149
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	Iteration 139Q: 3 clusters Score -4275268 nChanged 155
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Mstep: Class 1 contains 14809 members 
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Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -4275292 nChanged 162
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	Iteration 141Q: 3 clusters Score -4275312 nChanged 151
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	Iteration 142Q: 3 clusters Score -4275336 nChanged 193
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	Iteration 143Q: 3 clusters Score -4275374 nChanged 177
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	Iteration 144Q: 3 clusters Score -4275418 nChanged 183
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Mstep: Class 1 contains 13967 members 
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	Iteration 147Q: 3 clusters Score -4275511 nChanged 152
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	Iteration 148Q: 3 clusters Score -4275524 nChanged 130
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	Iteration 149Q: 3 clusters Score -4275526 nChanged 144
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	Iteration 150Q: 3 clusters Score -4275556 nChanged 146
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	Iteration 151Q: 3 clusters Score -4275570 nChanged 142
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	Iteration 153Q: 3 clusters Score -4275614 nChanged 142
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	Iteration 154Q: 3 clusters Score -4275636 nChanged 128
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	Iteration 157Q: 3 clusters Score -4275680 nChanged 111
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	Iteration 158Q: 3 clusters Score -4275696 nChanged 104
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	Iteration 159Q: 3 clusters Score -4275691 nChanged 89
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	Iteration 160F: 3 clusters Score -4275707 nChanged 85
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	Iteration 161Q: 3 clusters Score -4275707 nChanged 75
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	Iteration 162Q: 3 clusters Score -4275726 nChanged 79
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	Iteration 163Q: 3 clusters Score -4275744 nChanged 77
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	Iteration 164Q: 3 clusters Score -4275746 nChanged 90
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	Iteration 165Q: 3 clusters Score -4275756 nChanged 90
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	Iteration 166Q: 3 clusters Score -4275754 nChanged 93
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	Iteration 167Q: 3 clusters Score -4275772 nChanged 91
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	Iteration 168Q: 3 clusters Score -4275801 nChanged 95
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	Iteration 169Q: 3 clusters Score -4275814 nChanged 115
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	Iteration 170Q: 3 clusters Score -4275806 nChanged 107
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Mstep: Class 2 contains 25753 members 
Entering Unmasked Estep 
Score: -4275820.000000 Penalty: 5214.775391
	Iteration 171Q: 3 clusters Score -4275820 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 25860 members 
Entering Unmasked Estep 
Score: -4275828.000000 Penalty: 5214.775391
	Iteration 172Q: 3 clusters Score -4275828 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 25946 members 
Entering Unmasked Estep 
Score: -4275855.000000 Penalty: 5214.775391
	Iteration 173Q: 3 clusters Score -4275855 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 26030 members 
Entering Unmasked Estep 
Score: -4275881.000000 Penalty: 5214.775391
	Iteration 174Q: 3 clusters Score -4275881 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 26116 members 
Entering Unmasked Estep 
Score: -4275887.500000 Penalty: 5214.775391
	Iteration 175Q: 3 clusters Score -4275888 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 26190 members 
Entering Unmasked Estep 
Score: -4275891.500000 Penalty: 5214.775391
	Iteration 176Q: 3 clusters Score -4275892 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 26274 members 
Entering Unmasked Estep 
Score: -4275899.000000 Penalty: 5214.775391
	Iteration 177Q: 3 clusters Score -4275899 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 26346 members 
Entering Unmasked Estep 
Score: -4275909.000000 Penalty: 5214.775391
	Iteration 178Q: 3 clusters Score -4275909 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 26415 members 
Entering Unmasked Estep 
Score: -4275911.500000 Penalty: 5214.775391
	Iteration 179Q: 3 clusters Score -4275912 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 26482 members 
Entering Unmasked Estep 
Score: -4275907.000000 Penalty: 5214.775391
	Iteration 180F: 3 clusters Score -4275907 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 26540 members 
Entering Unmasked Estep 
Score: -4275913.000000 Penalty: 5214.775391
	Iteration 181Q: 3 clusters Score -4275913 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 26598 members 
Entering Unmasked Estep 
Score: -4275925.000000 Penalty: 5214.775391
	Iteration 182Q: 3 clusters Score -4275925 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 26656 members 
Entering Unmasked Estep 
Score: -4275927.500000 Penalty: 5214.775391
	Iteration 183Q: 3 clusters Score -4275928 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 26709 members 
Entering Unmasked Estep 
Score: -4275926.500000 Penalty: 5214.775391
	Iteration 184Q: 3 clusters Score -4275926 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 26763 members 
Entering Unmasked Estep 
Score: -4275930.500000 Penalty: 5214.775391
	Iteration 185Q: 3 clusters Score -4275930 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 26806 members 
Entering Unmasked Estep 
Score: -4275937.000000 Penalty: 5214.775391
	Iteration 186Q: 3 clusters Score -4275937 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 26842 members 
Entering Unmasked Estep 
Score: -4275927.000000 Penalty: 5214.775391
	Iteration 187Q: 3 clusters Score -4275927 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 26883 members 
Entering Unmasked Estep 
Score: -4275938.000000 Penalty: 5214.775391
	Iteration 188Q: 3 clusters Score -4275938 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 26923 members 
Entering Unmasked Estep 
Score: -4275940.500000 Penalty: 5214.775391
	Iteration 189Q: 3 clusters Score -4275940 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 26957 members 
Entering Unmasked Estep 
Score: -4275942.500000 Penalty: 5214.775391
	Iteration 190Q: 3 clusters Score -4275942 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 26987 members 
Entering Unmasked Estep 
Score: -4275940.500000 Penalty: 5214.775391
	Iteration 191Q: 3 clusters Score -4275940 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 27015 members 
Entering Unmasked Estep 
Score: -4275942.500000 Penalty: 5214.775391
	Iteration 192Q: 3 clusters Score -4275942 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 27042 members 
Entering Unmasked Estep 
Score: -4275952.000000 Penalty: 5214.775391
	Iteration 193Q: 3 clusters Score -4275952 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 27080 members 
Entering Unmasked Estep 
Score: -4275961.000000 Penalty: 5214.775391
	Iteration 194Q: 3 clusters Score -4275961 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 27109 members 
Entering Unmasked Estep 
Score: -4275966.500000 Penalty: 5214.775391
	Iteration 195Q: 3 clusters Score -4275966 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 27132 members 
Entering Unmasked Estep 
Score: -4275974.500000 Penalty: 5214.775391
	Iteration 196Q: 3 clusters Score -4275974 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 27153 members 
Entering Unmasked Estep 
Score: -4275970.000000 Penalty: 5214.775391
	Iteration 197Q: 3 clusters Score -4275970 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 27169 members 
Entering Unmasked Estep 
Score: -4275971.000000 Penalty: 5214.775391
	Iteration 198Q: 3 clusters Score -4275971 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 27188 members 
Entering Unmasked Estep 
Score: -4275974.500000 Penalty: 5214.775391
	Iteration 199Q: 3 clusters Score -4275974 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 27200 members 
Entering Unmasked Estep 
Score: -4275973.000000 Penalty: 5214.775391
	Iteration 200F: 3 clusters Score -4275973 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 27210 members 
Entering Unmasked Estep 
Score: -4275978.500000 Penalty: 5214.775391
	Iteration 201Q: 3 clusters Score -4275978 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 27222 members 
Entering Unmasked Estep 
Score: -4275989.500000 Penalty: 5214.775391
	Iteration 202Q: 3 clusters Score -4275990 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 27232 members 
Entering Unmasked Estep 
Score: -4275983.000000 Penalty: 5214.775391
	Iteration 203Q: 3 clusters Score -4275983 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 27246 members 
Entering Unmasked Estep 
Score: -4275977.500000 Penalty: 5214.775391
	Iteration 204Q: 3 clusters Score -4275978 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 27263 members 
Entering Unmasked Estep 
Score: -4275982.500000 Penalty: 5214.775391
	Iteration 205Q: 3 clusters Score -4275982 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 27288 members 
Entering Unmasked Estep 
Score: -4275980.500000 Penalty: 5214.775391
	Iteration 206Q: 3 clusters Score -4275980 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 27305 members 
Entering Unmasked Estep 
Score: -4275986.000000 Penalty: 5214.775391
	Iteration 207Q: 3 clusters Score -4275986 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 27323 members 
Entering Unmasked Estep 
Score: -4275994.500000 Penalty: 5214.775391
	Iteration 208Q: 3 clusters Score -4275994 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 27347 members 
Entering Unmasked Estep 
Score: -4275994.500000 Penalty: 5214.775391
	Iteration 209Q: 3 clusters Score -4275994 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 27366 members 
Entering Unmasked Estep 
Score: -4276002.000000 Penalty: 5214.775391
	Iteration 210Q: 3 clusters Score -4276002 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 27386 members 
Entering Unmasked Estep 
Score: -4276009.500000 Penalty: 5214.775391
	Iteration 211Q: 3 clusters Score -4276010 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 27399 members 
Entering Unmasked Estep 
Score: -4276009.000000 Penalty: 5214.775391
	Iteration 212Q: 3 clusters Score -4276009 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 27421 members 
Entering Unmasked Estep 
Score: -4276007.000000 Penalty: 5214.775391
	Iteration 213Q: 3 clusters Score -4276007 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 27436 members 
Entering Unmasked Estep 
Score: -4276009.000000 Penalty: 5214.775391
	Iteration 214Q: 3 clusters Score -4276009 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 27449 members 
Entering Unmasked Estep 
Score: -4275994.000000 Penalty: 5214.775391
	Iteration 215Q: 3 clusters Score -4275994 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 27464 members 
Entering Unmasked Estep 
Score: -4276004.500000 Penalty: 5214.775391
	Iteration 216Q: 3 clusters Score -4276004 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 27478 members 
Entering Unmasked Estep 
Score: -4276010.500000 Penalty: 5214.775391
	Iteration 217Q: 3 clusters Score -4276010 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 27495 members 
Entering Unmasked Estep 
Score: -4276008.000000 Penalty: 5214.775391
	Iteration 218Q: 3 clusters Score -4276008 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 27507 members 
Entering Unmasked Estep 
Score: -4276001.000000 Penalty: 5214.775391
	Iteration 219Q: 3 clusters Score -4276001 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 27517 members 
Entering Unmasked Estep 
Score: -4276005.500000 Penalty: 5214.775391
	Iteration 220F: 3 clusters Score -4276006 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 27530 members 
Entering Unmasked Estep 
Score: -4276007.500000 Penalty: 5214.775391
	Iteration 221Q: 3 clusters Score -4276008 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 27544 members 
Entering Unmasked Estep 
Score: -4276003.500000 Penalty: 5214.775391
	Iteration 222Q: 3 clusters Score -4276004 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 27561 members 
Entering Unmasked Estep 
Score: -4276006.000000 Penalty: 5214.775391
	Iteration 223Q: 3 clusters Score -4276006 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 27579 members 
Entering Unmasked Estep 
Score: -4276006.500000 Penalty: 5214.775391
	Iteration 224Q: 3 clusters Score -4276006 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 27594 members 
Entering Unmasked Estep 
Score: -4276015.500000 Penalty: 5214.775391
	Iteration 225Q: 3 clusters Score -4276016 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 27602 members 
Entering Unmasked Estep 
Score: -4276010.500000 Penalty: 5214.775391
	Iteration 226Q: 3 clusters Score -4276010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 27606 members 
Entering Unmasked Estep 
Score: -4276014.000000 Penalty: 5214.775391
	Iteration 227Q: 3 clusters Score -4276014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 27611 members 
Entering Unmasked Estep 
Score: -4276017.500000 Penalty: 5214.775391
	Iteration 228Q: 3 clusters Score -4276018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 27614 members 
Entering Unmasked Estep 
Score: -4276016.000000 Penalty: 5214.775391
	Iteration 229Q: 3 clusters Score -4276016 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 27614 members 
Entering Unmasked Estep 
Score: -4276016.000000 Penalty: 5214.775391
	Iteration 230F: 3 clusters Score -4276016 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Entering Unmasked Estep 
Score: -560143.062500 Penalty: 2113.500732
	Iteration 0F: 2 clusters Score -560143.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -555618.937500 Penalty: 4227.001465
	Iteration 0F: 3 clusters Score -555618.9 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -556776.437500 Penalty: 4227.001465
	Iteration 1F: 3 clusters Score -556776.4 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -557012.375000 Penalty: 4227.001465
	Iteration 2F: 3 clusters Score -557012.4 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -557197.250000 Penalty: 4227.001465
	Iteration 3F: 3 clusters Score -557197.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -557344.312500 Penalty: 4227.001465
	Iteration 4Q: 3 clusters Score -557344.3 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -557483.187500 Penalty: 4227.001465
	Iteration 5Q: 3 clusters Score -557483.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -557606.125000 Penalty: 4227.001465
	Iteration 6Q: 3 clusters Score -557606.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -557731.562500 Penalty: 4227.001465
	Iteration 7Q: 3 clusters Score -557731.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -557847.000000 Penalty: 4227.001465
	Iteration 8Q: 3 clusters Score -557847 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -557958.437500 Penalty: 4227.001465
	Iteration 9Q: 3 clusters Score -557958.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -558045.562500 Penalty: 4227.001465
	Iteration 10Q: 3 clusters Score -558045.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -558123.875000 Penalty: 4227.001465
	Iteration 11Q: 3 clusters Score -558123.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -558200.187500 Penalty: 4227.001465
	Iteration 12Q: 3 clusters Score -558200.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -558271.687500 Penalty: 4227.001465
	Iteration 13Q: 3 clusters Score -558271.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -558343.812500 Penalty: 4227.001465
	Iteration 14Q: 3 clusters Score -558343.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -558424.625000 Penalty: 4227.001465
	Iteration 15Q: 3 clusters Score -558424.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -558496.500000 Penalty: 4227.001465
	Iteration 16Q: 3 clusters Score -558496.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -558553.625000 Penalty: 4227.001465
	Iteration 17Q: 3 clusters Score -558553.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -558603.937500 Penalty: 4227.001465
	Iteration 18Q: 3 clusters Score -558603.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -558634.812500 Penalty: 4227.001465
	Iteration 19Q: 3 clusters Score -558634.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -558655.687500 Penalty: 4227.001465
	Iteration 20F: 3 clusters Score -558655.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -558673.937500 Penalty: 4227.001465
	Iteration 21Q: 3 clusters Score -558673.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -558681.062500 Penalty: 4227.001465
	Iteration 22Q: 3 clusters Score -558681.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -558688.312500 Penalty: 4227.001465
	Iteration 23Q: 3 clusters Score -558688.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -558693.000000 Penalty: 4227.001465
	Iteration 24Q: 3 clusters Score -558693 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -558696.875000 Penalty: 4227.001465
	Iteration 25Q: 3 clusters Score -558696.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -558700.625000 Penalty: 4227.001465
	Iteration 26Q: 3 clusters Score -558700.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -558704.875000 Penalty: 4227.001465
	Iteration 27Q: 3 clusters Score -558704.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -558709.187500 Penalty: 4227.001465
	Iteration 28Q: 3 clusters Score -558709.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -558711.625000 Penalty: 4227.001465
	Iteration 29Q: 3 clusters Score -558711.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -558714.625000 Penalty: 4227.001465
	Iteration 30Q: 3 clusters Score -558714.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -558715.750000 Penalty: 4227.001465
	Iteration 31Q: 3 clusters Score -558715.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -558717.875000 Penalty: 4227.001465
	Iteration 32Q: 3 clusters Score -558717.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -558717.875000 Penalty: 4227.001465
	Iteration 33F: 3 clusters Score -558717.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Entering Unmasked Estep 
Score: -467073.500000 Penalty: 2063.047852
	Iteration 0F: 2 clusters Score -467073.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -463136.125000 Penalty: 4126.095703
	Iteration 0F: 3 clusters Score -463136.1 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -464054.218750 Penalty: 4126.095703
	Iteration 1F: 3 clusters Score -464054.2 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -464225.218750 Penalty: 4126.095703
	Iteration 2F: 3 clusters Score -464225.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -464309.000000 Penalty: 4126.095703
	Iteration 3Q: 3 clusters Score -464309 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -464365.218750 Penalty: 4126.095703
	Iteration 4Q: 3 clusters Score -464365.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -464419.156250 Penalty: 4126.095703
	Iteration 5Q: 3 clusters Score -464419.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -464463.312500 Penalty: 4126.095703
	Iteration 6Q: 3 clusters Score -464463.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -464493.593750 Penalty: 4126.095703
	Iteration 7Q: 3 clusters Score -464493.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -464522.562500 Penalty: 4126.095703
	Iteration 8Q: 3 clusters Score -464522.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -464544.593750 Penalty: 4126.095703
	Iteration 9Q: 3 clusters Score -464544.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -464572.781250 Penalty: 4126.095703
	Iteration 10Q: 3 clusters Score -464572.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -464600.656250 Penalty: 4126.095703
	Iteration 11Q: 3 clusters Score -464600.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -464639.000000 Penalty: 4126.095703
	Iteration 12Q: 3 clusters Score -464639 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -464686.062500 Penalty: 4126.095703
	Iteration 13Q: 3 clusters Score -464686.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -464741.906250 Penalty: 4126.095703
	Iteration 14Q: 3 clusters Score -464741.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -464800.625000 Penalty: 4126.095703
	Iteration 15Q: 3 clusters Score -464800.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -464875.375000 Penalty: 4126.095703
	Iteration 16Q: 3 clusters Score -464875.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -464948.812500 Penalty: 4126.095703
	Iteration 17Q: 3 clusters Score -464948.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -465038.031250 Penalty: 4126.095703
	Iteration 18Q: 3 clusters Score -465038 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -465122.937500 Penalty: 4126.095703
	Iteration 19Q: 3 clusters Score -465122.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -465212.218750 Penalty: 4126.095703
	Iteration 20F: 3 clusters Score -465212.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -465289.375000 Penalty: 4126.095703
	Iteration 21Q: 3 clusters Score -465289.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -465352.812500 Penalty: 4126.095703
	Iteration 22Q: 3 clusters Score -465352.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -465415.250000 Penalty: 4126.095703
	Iteration 23Q: 3 clusters Score -465415.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -465467.687500 Penalty: 4126.095703
	Iteration 24Q: 3 clusters Score -465467.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -465514.093750 Penalty: 4126.095703
	Iteration 25Q: 3 clusters Score -465514.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -465558.687500 Penalty: 4126.095703
	Iteration 26Q: 3 clusters Score -465558.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -465596.406250 Penalty: 4126.095703
	Iteration 27Q: 3 clusters Score -465596.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -465626.781250 Penalty: 4126.095703
	Iteration 28Q: 3 clusters Score -465626.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -465643.937500 Penalty: 4126.095703
	Iteration 29Q: 3 clusters Score -465643.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -465658.031250 Penalty: 4126.095703
	Iteration 30Q: 3 clusters Score -465658 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -465670.937500 Penalty: 4126.095703
	Iteration 31Q: 3 clusters Score -465670.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -465684.281250 Penalty: 4126.095703
	Iteration 32Q: 3 clusters Score -465684.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -465694.468750 Penalty: 4126.095703
	Iteration 33Q: 3 clusters Score -465694.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -465700.218750 Penalty: 4126.095703
	Iteration 34Q: 3 clusters Score -465700.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -465706.187500 Penalty: 4126.095703
	Iteration 35Q: 3 clusters Score -465706.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -465712.375000 Penalty: 4126.095703
	Iteration 36Q: 3 clusters Score -465712.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -465714.875000 Penalty: 4126.095703
	Iteration 37Q: 3 clusters Score -465714.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -465716.843750 Penalty: 4126.095703
	Iteration 38Q: 3 clusters Score -465716.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -465717.687500 Penalty: 4126.095703
	Iteration 39Q: 3 clusters Score -465717.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -465726.500000 Penalty: 4126.095703
	Iteration 40F: 3 clusters Score -465726.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -465729.937500 Penalty: 4126.095703
	Iteration 41Q: 3 clusters Score -465729.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -465731.031250 Penalty: 4126.095703
	Iteration 42Q: 3 clusters Score -465731 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -465731.031250 Penalty: 4126.095703
	Iteration 43F: 3 clusters Score -465731 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Entering Unmasked Estep 
Score: -1051536.625000 Penalty: 2262.080078
	Iteration 0F: 2 clusters Score -1051537 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -1044359.812500 Penalty: 4524.160156
	Iteration 0F: 3 clusters Score -1044360 nChanged 3776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -1046495.375000 Penalty: 4524.160156
	Iteration 1F: 3 clusters Score -1046495 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -1046812.125000 Penalty: 4524.160156
	Iteration 2F: 3 clusters Score -1046812 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -1047021.812500 Penalty: 4524.160156
	Iteration 3Q: 3 clusters Score -1047022 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -1047196.125000 Penalty: 4524.160156
	Iteration 4Q: 3 clusters Score -1047196 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -1047359.375000 Penalty: 4524.160156
	Iteration 5Q: 3 clusters Score -1047359 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -1047537.687500 Penalty: 4524.160156
	Iteration 6Q: 3 clusters Score -1047538 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -1047746.562500 Penalty: 4524.160156
	Iteration 7Q: 3 clusters Score -1047747 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -1048012.437500 Penalty: 4524.160156
	Iteration 8Q: 3 clusters Score -1048012 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -1048388.312500 Penalty: 4524.160156
	Iteration 9F: 3 clusters Score -1048388 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1048827.125000 Penalty: 4524.160156
	Iteration 10F: 3 clusters Score -1048827 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -1049238.125000 Penalty: 4524.160156
	Iteration 11Q: 3 clusters Score -1049238 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1049554.875000 Penalty: 4524.160156
	Iteration 12Q: 3 clusters Score -1049555 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1049813.750000 Penalty: 4524.160156
	Iteration 13Q: 3 clusters Score -1049814 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1049974.375000 Penalty: 4524.160156
	Iteration 14Q: 3 clusters Score -1049974 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1050074.375000 Penalty: 4524.160156
	Iteration 15Q: 3 clusters Score -1050074 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1050123.625000 Penalty: 4524.160156
	Iteration 16Q: 3 clusters Score -1050124 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1050150.250000 Penalty: 4524.160156
	Iteration 17Q: 3 clusters Score -1050150 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1050168.250000 Penalty: 4524.160156
	Iteration 18Q: 3 clusters Score -1050168 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1050176.250000 Penalty: 4524.160156
	Iteration 19Q: 3 clusters Score -1050176 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1050188.250000 Penalty: 4524.160156
	Iteration 20F: 3 clusters Score -1050188 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1050202.625000 Penalty: 4524.160156
	Iteration 21Q: 3 clusters Score -1050203 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1050212.625000 Penalty: 4524.160156
	Iteration 22Q: 3 clusters Score -1050213 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1050218.500000 Penalty: 4524.160156
	Iteration 23Q: 3 clusters Score -1050218 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1050224.500000 Penalty: 4524.160156
	Iteration 24Q: 3 clusters Score -1050224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1050225.000000 Penalty: 4524.160156
	Iteration 25Q: 3 clusters Score -1050225 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1050225.125000 Penalty: 4524.160156
	Iteration 26Q: 3 clusters Score -1050225 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1050228.000000 Penalty: 4524.160156
	Iteration 27Q: 3 clusters Score -1050228 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1050228.000000 Penalty: 4524.160156
	Iteration 28F: 3 clusters Score -1050228 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (30305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30305 members 
Entering Unmasked Estep 
Score: -3459054.750000 Penalty: 2559.128906
	Iteration 0F: 2 clusters Score -3459055 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15062 members 
Mstep: Class 2 contains 15243 members 
Entering Unmasked Estep 
Score: -3438219.000000 Penalty: 5118.257812
	Iteration 0F: 3 clusters Score -3438219 nChanged 13707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14617 members 
Mstep: Class 2 contains 15688 members 
Entering Unmasked Estep 
Score: -3445715.750000 Penalty: 5118.257812
	Iteration 1F: 3 clusters Score -3445716 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14295 members 
Mstep: Class 2 contains 16010 members 
Entering Unmasked Estep 
Score: -3446227.250000 Penalty: 5118.257812
	Iteration 2Q: 3 clusters Score -3446227 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13825 members 
Mstep: Class 2 contains 16480 members 
Entering Unmasked Estep 
Score: -3446733.750000 Penalty: 5118.257812
	Iteration 3Q: 3 clusters Score -3446734 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 17139 members 
Entering Unmasked Estep 
Score: -3447286.750000 Penalty: 5118.257812
	Iteration 4Q: 3 clusters Score -3447287 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 18039 members 
Entering Unmasked Estep 
Score: -3447965.250000 Penalty: 5118.257812
	Iteration 5Q: 3 clusters Score -3447965 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 19232 members 
Entering Unmasked Estep 
Score: -3448918.500000 Penalty: 5118.257812
	Iteration 6F: 3 clusters Score -3448918 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 20592 members 
Entering Unmasked Estep 
Score: -3450166.500000 Penalty: 5118.257812
	Iteration 7F: 3 clusters Score -3450166 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 22069 members 
Entering Unmasked Estep 
Score: -3451716.750000 Penalty: 5118.257812
	Iteration 8F: 3 clusters Score -3451717 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 23369 members 
Entering Unmasked Estep 
Score: -3453233.250000 Penalty: 5118.257812
	Iteration 9F: 3 clusters Score -3453233 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 24283 members 
Entering Unmasked Estep 
Score: -3454291.500000 Penalty: 5118.257812
	Iteration 10Q: 3 clusters Score -3454292 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 24887 members 
Entering Unmasked Estep 
Score: -3455022.000000 Penalty: 5118.257812
	Iteration 11Q: 3 clusters Score -3455022 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 25336 members 
Entering Unmasked Estep 
Score: -3455494.000000 Penalty: 5118.257812
	Iteration 12Q: 3 clusters Score -3455494 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 25666 members 
Entering Unmasked Estep 
Score: -3455758.750000 Penalty: 5118.257812
	Iteration 13Q: 3 clusters Score -3455759 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 25932 members 
Entering Unmasked Estep 
Score: -3455927.500000 Penalty: 5118.257812
	Iteration 14Q: 3 clusters Score -3455928 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 26147 members 
Entering Unmasked Estep 
Score: -3456030.750000 Penalty: 5118.257812
	Iteration 15Q: 3 clusters Score -3456031 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 26327 members 
Entering Unmasked Estep 
Score: -3456105.250000 Penalty: 5118.257812
	Iteration 16Q: 3 clusters Score -3456105 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 26486 members 
Entering Unmasked Estep 
Score: -3456179.500000 Penalty: 5118.257812
	Iteration 17Q: 3 clusters Score -3456180 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 26622 members 
Entering Unmasked Estep 
Score: -3456238.250000 Penalty: 5118.257812
	Iteration 18Q: 3 clusters Score -3456238 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 26753 members 
Entering Unmasked Estep 
Score: -3456299.500000 Penalty: 5118.257812
	Iteration 19Q: 3 clusters Score -3456300 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 26869 members 
Entering Unmasked Estep 
Score: -3456347.750000 Penalty: 5118.257812
	Iteration 20F: 3 clusters Score -3456348 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 26970 members 
Entering Unmasked Estep 
Score: -3456388.750000 Penalty: 5118.257812
	Iteration 21Q: 3 clusters Score -3456389 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 27072 members 
Entering Unmasked Estep 
Score: -3456438.000000 Penalty: 5118.257812
	Iteration 22Q: 3 clusters Score -3456438 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 27162 members 
Entering Unmasked Estep 
Score: -3456463.500000 Penalty: 5118.257812
	Iteration 23Q: 3 clusters Score -3456464 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 27251 members 
Entering Unmasked Estep 
Score: -3456499.750000 Penalty: 5118.257812
	Iteration 24Q: 3 clusters Score -3456500 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 27323 members 
Entering Unmasked Estep 
Score: -3456505.000000 Penalty: 5118.257812
	Iteration 25Q: 3 clusters Score -3456505 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 27381 members 
Entering Unmasked Estep 
Score: -3456520.500000 Penalty: 5118.257812
	Iteration 26Q: 3 clusters Score -3456520 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 27433 members 
Entering Unmasked Estep 
Score: -3456537.500000 Penalty: 5118.257812
	Iteration 27Q: 3 clusters Score -3456538 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 27489 members 
Entering Unmasked Estep 
Score: -3456545.250000 Penalty: 5118.257812
	Iteration 28Q: 3 clusters Score -3456545 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 27538 members 
Entering Unmasked Estep 
Score: -3456567.000000 Penalty: 5118.257812
	Iteration 29Q: 3 clusters Score -3456567 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 27581 members 
Entering Unmasked Estep 
Score: -3456573.500000 Penalty: 5118.257812
	Iteration 30Q: 3 clusters Score -3456574 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 27619 members 
Entering Unmasked Estep 
Score: -3456599.000000 Penalty: 5118.257812
	Iteration 31Q: 3 clusters Score -3456599 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 27660 members 
Entering Unmasked Estep 
Score: -3456617.750000 Penalty: 5118.257812
	Iteration 32Q: 3 clusters Score -3456618 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 27725 members 
Entering Unmasked Estep 
Score: -3456636.000000 Penalty: 5118.257812
	Iteration 33Q: 3 clusters Score -3456636 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 27779 members 
Entering Unmasked Estep 
Score: -3456653.000000 Penalty: 5118.257812
	Iteration 34Q: 3 clusters Score -3456653 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 27840 members 
Entering Unmasked Estep 
Score: -3456666.500000 Penalty: 5118.257812
	Iteration 35Q: 3 clusters Score -3456666 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 27892 members 
Entering Unmasked Estep 
Score: -3456692.250000 Penalty: 5118.257812
	Iteration 36Q: 3 clusters Score -3456692 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 27923 members 
Entering Unmasked Estep 
Score: -3456709.500000 Penalty: 5118.257812
	Iteration 37Q: 3 clusters Score -3456710 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 27953 members 
Entering Unmasked Estep 
Score: -3456729.750000 Penalty: 5118.257812
	Iteration 38Q: 3 clusters Score -3456730 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 28000 members 
Entering Unmasked Estep 
Score: -3456745.500000 Penalty: 5118.257812
	Iteration 39Q: 3 clusters Score -3456746 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 28041 members 
Entering Unmasked Estep 
Score: -3456767.250000 Penalty: 5118.257812
	Iteration 40F: 3 clusters Score -3456767 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 28086 members 
Entering Unmasked Estep 
Score: -3456792.250000 Penalty: 5118.257812
	Iteration 41Q: 3 clusters Score -3456792 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 28122 members 
Entering Unmasked Estep 
Score: -3456807.000000 Penalty: 5118.257812
	Iteration 42Q: 3 clusters Score -3456807 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 28148 members 
Entering Unmasked Estep 
Score: -3456834.000000 Penalty: 5118.257812
	Iteration 43Q: 3 clusters Score -3456834 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 28184 members 
Entering Unmasked Estep 
Score: -3456851.750000 Penalty: 5118.257812
	Iteration 44Q: 3 clusters Score -3456852 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 28215 members 
Entering Unmasked Estep 
Score: -3456858.750000 Penalty: 5118.257812
	Iteration 45Q: 3 clusters Score -3456859 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 28227 members 
Entering Unmasked Estep 
Score: -3456877.000000 Penalty: 5118.257812
	Iteration 46Q: 3 clusters Score -3456877 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 28242 members 
Entering Unmasked Estep 
Score: -3456892.000000 Penalty: 5118.257812
	Iteration 47Q: 3 clusters Score -3456892 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 28262 members 
Entering Unmasked Estep 
Score: -3456907.250000 Penalty: 5118.257812
	Iteration 48Q: 3 clusters Score -3456907 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 28281 members 
Entering Unmasked Estep 
Score: -3456925.250000 Penalty: 5118.257812
	Iteration 49Q: 3 clusters Score -3456925 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 28304 members 
Entering Unmasked Estep 
Score: -3456926.250000 Penalty: 5118.257812
	Iteration 50Q: 3 clusters Score -3456926 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 28324 members 
Entering Unmasked Estep 
Score: -3456944.500000 Penalty: 5118.257812
	Iteration 51Q: 3 clusters Score -3456944 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 28338 members 
Entering Unmasked Estep 
Score: -3456948.750000 Penalty: 5118.257812
	Iteration 52Q: 3 clusters Score -3456949 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 28357 members 
Entering Unmasked Estep 
Score: -3456958.000000 Penalty: 5118.257812
	Iteration 53Q: 3 clusters Score -3456958 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 28373 members 
Entering Unmasked Estep 
Score: -3456976.000000 Penalty: 5118.257812
	Iteration 54Q: 3 clusters Score -3456976 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 28383 members 
Entering Unmasked Estep 
Score: -3456975.250000 Penalty: 5118.257812
	Iteration 55Q: 3 clusters Score -3456975 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 28396 members 
Entering Unmasked Estep 
Score: -3456985.750000 Penalty: 5118.257812
	Iteration 56Q: 3 clusters Score -3456986 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 28402 members 
Entering Unmasked Estep 
Score: -3456988.500000 Penalty: 5118.257812
	Iteration 57Q: 3 clusters Score -3456988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 28402 members 
Entering Unmasked Estep 
Score: -3456983.250000 Penalty: 5118.257812
	Iteration 58Q: 3 clusters Score -3456983 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 28407 members 
Entering Unmasked Estep 
Score: -3456984.250000 Penalty: 5118.257812
	Iteration 59Q: 3 clusters Score -3456984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 28413 members 
Entering Unmasked Estep 
Score: -3456981.000000 Penalty: 5118.257812
	Iteration 60F: 3 clusters Score -3456981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 28415 members 
Entering Unmasked Estep 
Score: -3456983.250000 Penalty: 5118.257812
	Iteration 61Q: 3 clusters Score -3456983 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 28420 members 
Entering Unmasked Estep 
Score: -3456985.750000 Penalty: 5118.257812
	Iteration 62Q: 3 clusters Score -3456986 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 28425 members 
Entering Unmasked Estep 
Score: -3456988.500000 Penalty: 5118.257812
	Iteration 63Q: 3 clusters Score -3456988 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 28432 members 
Entering Unmasked Estep 
Score: -3456992.500000 Penalty: 5118.257812
	Iteration 64Q: 3 clusters Score -3456992 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 28436 members 
Entering Unmasked Estep 
Score: -3456995.250000 Penalty: 5118.257812
	Iteration 65Q: 3 clusters Score -3456995 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 28439 members 
Entering Unmasked Estep 
Score: -3456994.000000 Penalty: 5118.257812
	Iteration 66Q: 3 clusters Score -3456994 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 28442 members 
Entering Unmasked Estep 
Score: -3456997.750000 Penalty: 5118.257812
	Iteration 67Q: 3 clusters Score -3456998 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 28445 members 
Entering Unmasked Estep 
Score: -3457003.000000 Penalty: 5118.257812
	Iteration 68Q: 3 clusters Score -3457003 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 28447 members 
Entering Unmasked Estep 
Score: -3457002.250000 Penalty: 5118.257812
	Iteration 69Q: 3 clusters Score -3457002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 28444 members 
Entering Unmasked Estep 
Score: -3456996.000000 Penalty: 5118.257812
	Iteration 70Q: 3 clusters Score -3456996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 28444 members 
Entering Unmasked Estep 
Score: -3456995.250000 Penalty: 5118.257812
	Iteration 71Q: 3 clusters Score -3456995 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 28444 members 
Entering Unmasked Estep 
Score: -3456999.250000 Penalty: 5118.257812
	Iteration 72Q: 3 clusters Score -3456999 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 28448 members 
Entering Unmasked Estep 
Score: -3457007.500000 Penalty: 5118.257812
	Iteration 73Q: 3 clusters Score -3457008 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 28451 members 
Entering Unmasked Estep 
Score: -3457010.500000 Penalty: 5118.257812
	Iteration 74Q: 3 clusters Score -3457010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 28452 members 
Entering Unmasked Estep 
Score: -3457010.250000 Penalty: 5118.257812
	Iteration 75Q: 3 clusters Score -3457010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 28454 members 
Entering Unmasked Estep 
Score: -3457010.750000 Penalty: 5118.257812
	Iteration 76Q: 3 clusters Score -3457011 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 28455 members 
Entering Unmasked Estep 
Score: -3457011.500000 Penalty: 5118.257812
	Iteration 77Q: 3 clusters Score -3457012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 28455 members 
Entering Unmasked Estep 
Score: -3457011.000000 Penalty: 5118.257812
	Iteration 78Q: 3 clusters Score -3457011 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 28454 members 
Entering Unmasked Estep 
Score: -3457009.000000 Penalty: 5118.257812
	Iteration 79Q: 3 clusters Score -3457009 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 28454 members 
Entering Unmasked Estep 
Score: -3457009.000000 Penalty: 5118.257812
	Iteration 80F: 3 clusters Score -3457009 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (10245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Entering Unmasked Estep 
Score: -1181168.750000 Penalty: 2290.166992
	Iteration 0F: 2 clusters Score -1181169 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -1173304.125000 Penalty: 4580.333984
	Iteration 0F: 3 clusters Score -1173304 nChanged 4244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -1175521.125000 Penalty: 4580.333984
	Iteration 1F: 3 clusters Score -1175521 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1175833.125000 Penalty: 4580.333984
	Iteration 2F: 3 clusters Score -1175833 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -1176070.375000 Penalty: 4580.333984
	Iteration 3F: 3 clusters Score -1176070 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -1176232.125000 Penalty: 4580.333984
	Iteration 4Q: 3 clusters Score -1176232 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -1176365.000000 Penalty: 4580.333984
	Iteration 5Q: 3 clusters Score -1176365 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -1176458.375000 Penalty: 4580.333984
	Iteration 6Q: 3 clusters Score -1176458 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -1176523.250000 Penalty: 4580.333984
	Iteration 7Q: 3 clusters Score -1176523 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -1176582.000000 Penalty: 4580.333984
	Iteration 8Q: 3 clusters Score -1176582 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -1176623.250000 Penalty: 4580.333984
	Iteration 9Q: 3 clusters Score -1176623 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -1176662.625000 Penalty: 4580.333984
	Iteration 10Q: 3 clusters Score -1176663 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -1176705.500000 Penalty: 4580.333984
	Iteration 11Q: 3 clusters Score -1176706 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -1176747.125000 Penalty: 4580.333984
	Iteration 12Q: 3 clusters Score -1176747 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -1176783.125000 Penalty: 4580.333984
	Iteration 13Q: 3 clusters Score -1176783 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -1176819.375000 Penalty: 4580.333984
	Iteration 14Q: 3 clusters Score -1176819 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -1176850.500000 Penalty: 4580.333984
	Iteration 15Q: 3 clusters Score -1176850 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -1176883.250000 Penalty: 4580.333984
	Iteration 16Q: 3 clusters Score -1176883 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -1176914.625000 Penalty: 4580.333984
	Iteration 17Q: 3 clusters Score -1176915 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -1176935.500000 Penalty: 4580.333984
	Iteration 18Q: 3 clusters Score -1176936 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -1176955.500000 Penalty: 4580.333984
	Iteration 19Q: 3 clusters Score -1176956 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -1176975.500000 Penalty: 4580.333984
	Iteration 20F: 3 clusters Score -1176976 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -1176987.250000 Penalty: 4580.333984
	Iteration 21Q: 3 clusters Score -1176987 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -1177002.000000 Penalty: 4580.333984
	Iteration 22Q: 3 clusters Score -1177002 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -1177012.250000 Penalty: 4580.333984
	Iteration 23Q: 3 clusters Score -1177012 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -1177024.125000 Penalty: 4580.333984
	Iteration 24Q: 3 clusters Score -1177024 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -1177040.750000 Penalty: 4580.333984
	Iteration 25Q: 3 clusters Score -1177041 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -1177051.250000 Penalty: 4580.333984
	Iteration 26Q: 3 clusters Score -1177051 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -1177072.125000 Penalty: 4580.333984
	Iteration 27Q: 3 clusters Score -1177072 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -1177083.500000 Penalty: 4580.333984
	Iteration 28Q: 3 clusters Score -1177084 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -1177103.875000 Penalty: 4580.333984
	Iteration 29Q: 3 clusters Score -1177104 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -1177137.375000 Penalty: 4580.333984
	Iteration 30Q: 3 clusters Score -1177137 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -1177177.875000 Penalty: 4580.333984
	Iteration 31Q: 3 clusters Score -1177178 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -1177222.125000 Penalty: 4580.333984
	Iteration 32Q: 3 clusters Score -1177222 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -1177276.750000 Penalty: 4580.333984
	Iteration 33Q: 3 clusters Score -1177277 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -1177337.625000 Penalty: 4580.333984
	Iteration 34Q: 3 clusters Score -1177338 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -1177408.000000 Penalty: 4580.333984
	Iteration 35Q: 3 clusters Score -1177408 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -1177484.375000 Penalty: 4580.333984
	Iteration 36Q: 3 clusters Score -1177484 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -1177600.875000 Penalty: 4580.333984
	Iteration 37Q: 3 clusters Score -1177601 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -1177719.750000 Penalty: 4580.333984
	Iteration 38Q: 3 clusters Score -1177720 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -1177841.875000 Penalty: 4580.333984
	Iteration 39Q: 3 clusters Score -1177842 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -1177963.875000 Penalty: 4580.333984
	Iteration 40F: 3 clusters Score -1177964 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -1178083.250000 Penalty: 4580.333984
	Iteration 41Q: 3 clusters Score -1178083 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -1178179.250000 Penalty: 4580.333984
	Iteration 42Q: 3 clusters Score -1178179 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -1178235.750000 Penalty: 4580.333984
	Iteration 43Q: 3 clusters Score -1178236 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -1178270.875000 Penalty: 4580.333984
	Iteration 44Q: 3 clusters Score -1178271 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -1178303.375000 Penalty: 4580.333984
	Iteration 45Q: 3 clusters Score -1178303 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -1178322.625000 Penalty: 4580.333984
	Iteration 46Q: 3 clusters Score -1178323 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -1178347.250000 Penalty: 4580.333984
	Iteration 47Q: 3 clusters Score -1178347 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -1178376.500000 Penalty: 4580.333984
	Iteration 48Q: 3 clusters Score -1178376 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -1178399.000000 Penalty: 4580.333984
	Iteration 49Q: 3 clusters Score -1178399 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -1178421.125000 Penalty: 4580.333984
	Iteration 50Q: 3 clusters Score -1178421 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -1178440.125000 Penalty: 4580.333984
	Iteration 51Q: 3 clusters Score -1178440 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -1178459.500000 Penalty: 4580.333984
	Iteration 52Q: 3 clusters Score -1178460 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -1178475.125000 Penalty: 4580.333984
	Iteration 53Q: 3 clusters Score -1178475 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -1178491.625000 Penalty: 4580.333984
	Iteration 54Q: 3 clusters Score -1178492 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -1178502.750000 Penalty: 4580.333984
	Iteration 55Q: 3 clusters Score -1178503 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -1178515.250000 Penalty: 4580.333984
	Iteration 56Q: 3 clusters Score -1178515 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -1178534.250000 Penalty: 4580.333984
	Iteration 57Q: 3 clusters Score -1178534 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -1178555.000000 Penalty: 4580.333984
	Iteration 58Q: 3 clusters Score -1178555 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -1178573.125000 Penalty: 4580.333984
	Iteration 59Q: 3 clusters Score -1178573 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -1178589.000000 Penalty: 4580.333984
	Iteration 60F: 3 clusters Score -1178589 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -1178604.500000 Penalty: 4580.333984
	Iteration 61Q: 3 clusters Score -1178604 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -1178622.875000 Penalty: 4580.333984
	Iteration 62Q: 3 clusters Score -1178623 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -1178648.875000 Penalty: 4580.333984
	Iteration 63Q: 3 clusters Score -1178649 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -1178682.250000 Penalty: 4580.333984
	Iteration 64Q: 3 clusters Score -1178682 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -1178710.625000 Penalty: 4580.333984
	Iteration 65Q: 3 clusters Score -1178711 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -1178741.250000 Penalty: 4580.333984
	Iteration 66Q: 3 clusters Score -1178741 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -1178776.125000 Penalty: 4580.333984
	Iteration 67Q: 3 clusters Score -1178776 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -1178811.125000 Penalty: 4580.333984
	Iteration 68Q: 3 clusters Score -1178811 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -1178847.500000 Penalty: 4580.333984
	Iteration 69Q: 3 clusters Score -1178848 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -1178882.000000 Penalty: 4580.333984
	Iteration 70Q: 3 clusters Score -1178882 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -1178921.250000 Penalty: 4580.333984
	Iteration 71Q: 3 clusters Score -1178921 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -1178954.125000 Penalty: 4580.333984
	Iteration 72Q: 3 clusters Score -1178954 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -1178981.000000 Penalty: 4580.333984
	Iteration 73Q: 3 clusters Score -1178981 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -1179014.375000 Penalty: 4580.333984
	Iteration 74Q: 3 clusters Score -1179014 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -1179047.750000 Penalty: 4580.333984
	Iteration 75Q: 3 clusters Score -1179048 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -1179090.250000 Penalty: 4580.333984
	Iteration 76Q: 3 clusters Score -1179090 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -1179125.375000 Penalty: 4580.333984
	Iteration 77Q: 3 clusters Score -1179125 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -1179175.250000 Penalty: 4580.333984
	Iteration 78Q: 3 clusters Score -1179175 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -1179220.250000 Penalty: 4580.333984
	Iteration 79Q: 3 clusters Score -1179220 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -1179270.125000 Penalty: 4580.333984
	Iteration 80F: 3 clusters Score -1179270 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -1179319.625000 Penalty: 4580.333984
	Iteration 81Q: 3 clusters Score -1179320 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -1179357.125000 Penalty: 4580.333984
	Iteration 82Q: 3 clusters Score -1179357 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -1179392.750000 Penalty: 4580.333984
	Iteration 83Q: 3 clusters Score -1179393 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -1179410.625000 Penalty: 4580.333984
	Iteration 84Q: 3 clusters Score -1179411 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -1179426.125000 Penalty: 4580.333984
	Iteration 85Q: 3 clusters Score -1179426 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -1179431.375000 Penalty: 4580.333984
	Iteration 86Q: 3 clusters Score -1179431 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -1179436.375000 Penalty: 4580.333984
	Iteration 87Q: 3 clusters Score -1179436 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -1179443.250000 Penalty: 4580.333984
	Iteration 88Q: 3 clusters Score -1179443 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -1179445.750000 Penalty: 4580.333984
	Iteration 89Q: 3 clusters Score -1179446 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -1179449.375000 Penalty: 4580.333984
	Iteration 90Q: 3 clusters Score -1179449 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -1179450.250000 Penalty: 4580.333984
	Iteration 91Q: 3 clusters Score -1179450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -1179450.000000 Penalty: 4580.333984
	Iteration 92Q: 3 clusters Score -1179450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -1179451.250000 Penalty: 4580.333984
	Iteration 93Q: 3 clusters Score -1179451 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -1179451.250000 Penalty: 4580.333984
	Iteration 94F: 3 clusters Score -1179451 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Entering Unmasked Estep 
Score: -124095.835938 Penalty: 1754.380981
	Iteration 0F: 2 clusters Score -124095.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -122064.578125 Penalty: 3508.761963
	Iteration 0F: 3 clusters Score -122064.6 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -122579.726562 Penalty: 3508.761963
	Iteration 1F: 3 clusters Score -122579.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -122827.859375 Penalty: 3508.761963
	Iteration 2F: 3 clusters Score -122827.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -122992.679688 Penalty: 3508.761963
	Iteration 3F: 3 clusters Score -122992.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -123144.945312 Penalty: 3508.761963
	Iteration 4F: 3 clusters Score -123144.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -123323.117188 Penalty: 3508.761963
	Iteration 5Q: 3 clusters Score -123323.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -123406.937500 Penalty: 3508.761963
	Iteration 6Q: 3 clusters Score -123406.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -123448.726562 Penalty: 3508.761963
	Iteration 7Q: 3 clusters Score -123448.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -123490.335938 Penalty: 3508.761963
	Iteration 8Q: 3 clusters Score -123490.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -123547.882812 Penalty: 3508.761963
	Iteration 9Q: 3 clusters Score -123547.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -123616.976562 Penalty: 3508.761963
	Iteration 10Q: 3 clusters Score -123617 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -123671.929688 Penalty: 3508.761963
	Iteration 11Q: 3 clusters Score -123671.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -123719.687500 Penalty: 3508.761963
	Iteration 12Q: 3 clusters Score -123719.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -123755.679688 Penalty: 3508.761963
	Iteration 13Q: 3 clusters Score -123755.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -123779.507812 Penalty: 3508.761963
	Iteration 14Q: 3 clusters Score -123779.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -123799.453125 Penalty: 3508.761963
	Iteration 15Q: 3 clusters Score -123799.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -123821.945312 Penalty: 3508.761963
	Iteration 16Q: 3 clusters Score -123821.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -123838.562500 Penalty: 3508.761963
	Iteration 17Q: 3 clusters Score -123838.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -123863.023438 Penalty: 3508.761963
	Iteration 18Q: 3 clusters Score -123863 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -123877.539062 Penalty: 3508.761963
	Iteration 19Q: 3 clusters Score -123877.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -123890.007812 Penalty: 3508.761963
	Iteration 20F: 3 clusters Score -123890 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -123910.578125 Penalty: 3508.761963
	Iteration 21Q: 3 clusters Score -123910.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -123923.835938 Penalty: 3508.761963
	Iteration 22Q: 3 clusters Score -123923.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -123943.812500 Penalty: 3508.761963
	Iteration 23Q: 3 clusters Score -123943.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -123951.484375 Penalty: 3508.761963
	Iteration 24Q: 3 clusters Score -123951.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -123953.242188 Penalty: 3508.761963
	Iteration 25Q: 3 clusters Score -123953.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -123954.390625 Penalty: 3508.761963
	Iteration 26Q: 3 clusters Score -123954.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -123954.390625 Penalty: 3508.761963
	Iteration 27F: 3 clusters Score -123954.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (35205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35205 members 
Entering Unmasked Estep 
Score: -3873634.000000 Penalty: 2596.298096
	Iteration 0F: 2 clusters Score -3873634 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17747 members 
Mstep: Class 2 contains 17458 members 
Entering Unmasked Estep 
Score: -3849461.750000 Penalty: 5192.596191
	Iteration 0F: 3 clusters Score -3849462 nChanged 16113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18832 members 
Mstep: Class 2 contains 16373 members 
Entering Unmasked Estep 
Score: -3858854.750000 Penalty: 5192.596191
	Iteration 1F: 3 clusters Score -3858855 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19530 members 
Mstep: Class 2 contains 15675 members 
Entering Unmasked Estep 
Score: -3859665.000000 Penalty: 5192.596191
	Iteration 2F: 3 clusters Score -3859665 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20421 members 
Mstep: Class 2 contains 14784 members 
Entering Unmasked Estep 
Score: -3860440.500000 Penalty: 5192.596191
	Iteration 3F: 3 clusters Score -3860440 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21607 members 
Mstep: Class 2 contains 13598 members 
Entering Unmasked Estep 
Score: -3861319.000000 Penalty: 5192.596191
	Iteration 4F: 3 clusters Score -3861319 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23215 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -3862444.000000 Penalty: 5192.596191
	Iteration 5F: 3 clusters Score -3862444 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25145 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -3863888.000000 Penalty: 5192.596191
	Iteration 6F: 3 clusters Score -3863888 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27326 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -3865713.250000 Penalty: 5192.596191
	Iteration 7F: 3 clusters Score -3865713 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29513 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -3867639.500000 Penalty: 5192.596191
	Iteration 8F: 3 clusters Score -3867640 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31355 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -3869319.000000 Penalty: 5192.596191
	Iteration 9F: 3 clusters Score -3869319 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32657 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -3870540.750000 Penalty: 5192.596191
	Iteration 10Q: 3 clusters Score -3870541 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33400 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -3871223.000000 Penalty: 5192.596191
	Iteration 11Q: 3 clusters Score -3871223 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33768 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -3871608.500000 Penalty: 5192.596191
	Iteration 12Q: 3 clusters Score -3871608 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33963 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -3871830.750000 Penalty: 5192.596191
	Iteration 13Q: 3 clusters Score -3871831 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34052 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -3871951.500000 Penalty: 5192.596191
	Iteration 14Q: 3 clusters Score -3871952 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34102 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -3872024.250000 Penalty: 5192.596191
	Iteration 15Q: 3 clusters Score -3872024 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34142 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -3872072.500000 Penalty: 5192.596191
	Iteration 16Q: 3 clusters Score -3872072 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34178 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -3872093.250000 Penalty: 5192.596191
	Iteration 17Q: 3 clusters Score -3872093 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34204 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -3872117.500000 Penalty: 5192.596191
	Iteration 18Q: 3 clusters Score -3872118 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34213 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -3872125.750000 Penalty: 5192.596191
	Iteration 19Q: 3 clusters Score -3872126 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34213 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -3872132.500000 Penalty: 5192.596191
	Iteration 20F: 3 clusters Score -3872132 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34215 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -3872135.500000 Penalty: 5192.596191
	Iteration 21Q: 3 clusters Score -3872136 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34210 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -3872138.500000 Penalty: 5192.596191
	Iteration 22Q: 3 clusters Score -3872138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34212 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -3872141.500000 Penalty: 5192.596191
	Iteration 23Q: 3 clusters Score -3872142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34213 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -3872141.250000 Penalty: 5192.596191
	Iteration 24Q: 3 clusters Score -3872141 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34213 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -3872144.000000 Penalty: 5192.596191
	Iteration 25Q: 3 clusters Score -3872144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34215 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -3872144.750000 Penalty: 5192.596191
	Iteration 26Q: 3 clusters Score -3872145 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34214 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -3872146.000000 Penalty: 5192.596191
	Iteration 27Q: 3 clusters Score -3872146 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34214 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -3872146.000000 Penalty: 5192.596191
	Iteration 28F: 3 clusters Score -3872146 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (119063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119063 members 
Entering Unmasked Estep 
Score: -14148446.000000 Penalty: 2898.477295
	Iteration 0F: 2 clusters Score -1.414845e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59265 members 
Mstep: Class 2 contains 59798 members 
Entering Unmasked Estep 
Score: -14068644.000000 Penalty: 5796.954590
	Iteration 0F: 3 clusters Score -1.406864e+07 nChanged 56529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55484 members 
Mstep: Class 2 contains 63579 members 
Entering Unmasked Estep 
Score: -14102119.000000 Penalty: 5796.954590
	Iteration 1F: 3 clusters Score -1.410212e+07 nChanged 4747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52729 members 
Mstep: Class 2 contains 66334 members 
Entering Unmasked Estep 
Score: -14103717.000000 Penalty: 5796.954590
	Iteration 2Q: 3 clusters Score -1.410372e+07 nChanged 5942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48543 members 
Mstep: Class 2 contains 70520 members 
Entering Unmasked Estep 
Score: -14106461.000000 Penalty: 5796.954590
	Iteration 3Q: 3 clusters Score -1.410646e+07 nChanged 7773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42464 members 
Mstep: Class 2 contains 76599 members 
Entering Unmasked Estep 
Score: -14111266.000000 Penalty: 5796.954590
	Iteration 4F: 3 clusters Score -1.411127e+07 nChanged 9366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34888 members 
Mstep: Class 2 contains 84175 members 
Entering Unmasked Estep 
Score: -14118362.000000 Penalty: 5796.954590
	Iteration 5F: 3 clusters Score -1.411836e+07 nChanged 9454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27042 members 
Mstep: Class 2 contains 92021 members 
Entering Unmasked Estep 
Score: -14126120.000000 Penalty: 5796.954590
	Iteration 6F: 3 clusters Score -1.412612e+07 nChanged 7902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20338 members 
Mstep: Class 2 contains 98725 members 
Entering Unmasked Estep 
Score: -14132747.000000 Penalty: 5796.954590
	Iteration 7F: 3 clusters Score -1.413275e+07 nChanged 5567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15495 members 
Mstep: Class 2 contains 103568 members 
Entering Unmasked Estep 
Score: -14137397.000000 Penalty: 5796.954590
	Iteration 8Q: 3 clusters Score -1.41374e+07 nChanged 3686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12287 members 
Mstep: Class 2 contains 106776 members 
Entering Unmasked Estep 
Score: -14140639.000000 Penalty: 5796.954590
	Iteration 9Q: 3 clusters Score -1.414064e+07 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 108735 members 
Entering Unmasked Estep 
Score: -14142627.000000 Penalty: 5796.954590
	Iteration 10Q: 3 clusters Score -1.414263e+07 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 110073 members 
Entering Unmasked Estep 
Score: -14143937.000000 Penalty: 5796.954590
	Iteration 11Q: 3 clusters Score -1.414394e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 111003 members 
Entering Unmasked Estep 
Score: -14144711.000000 Penalty: 5796.954590
	Iteration 12Q: 3 clusters Score -1.414471e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 111704 members 
Entering Unmasked Estep 
Score: -14145139.000000 Penalty: 5796.954590
	Iteration 13Q: 3 clusters Score -1.414514e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 112265 members 
Entering Unmasked Estep 
Score: -14145448.000000 Penalty: 5796.954590
	Iteration 14Q: 3 clusters Score -1.414545e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 112758 members 
Entering Unmasked Estep 
Score: -14145743.000000 Penalty: 5796.954590
	Iteration 15Q: 3 clusters Score -1.414574e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 113153 members 
Entering Unmasked Estep 
Score: -14146023.000000 Penalty: 5796.954590
	Iteration 16Q: 3 clusters Score -1.414602e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 113469 members 
Entering Unmasked Estep 
Score: -14146211.000000 Penalty: 5796.954590
	Iteration 17Q: 3 clusters Score -1.414621e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 113714 members 
Entering Unmasked Estep 
Score: -14146339.000000 Penalty: 5796.954590
	Iteration 18Q: 3 clusters Score -1.414634e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 113934 members 
Entering Unmasked Estep 
Score: -14146453.000000 Penalty: 5796.954590
	Iteration 19Q: 3 clusters Score -1.414645e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 114133 members 
Entering Unmasked Estep 
Score: -14146584.000000 Penalty: 5796.954590
	Iteration 20F: 3 clusters Score -1.414658e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 114279 members 
Entering Unmasked Estep 
Score: -14146660.000000 Penalty: 5796.954590
	Iteration 21Q: 3 clusters Score -1.414666e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 114371 members 
Entering Unmasked Estep 
Score: -14146735.000000 Penalty: 5796.954590
	Iteration 22Q: 3 clusters Score -1.414674e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 114432 members 
Entering Unmasked Estep 
Score: -14146737.000000 Penalty: 5796.954590
	Iteration 23Q: 3 clusters Score -1.414674e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 114479 members 
Entering Unmasked Estep 
Score: -14146770.000000 Penalty: 5796.954590
	Iteration 24Q: 3 clusters Score -1.414677e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 114512 members 
Entering Unmasked Estep 
Score: -14146774.000000 Penalty: 5796.954590
	Iteration 25Q: 3 clusters Score -1.414677e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 114551 members 
Entering Unmasked Estep 
Score: -14146789.000000 Penalty: 5796.954590
	Iteration 26Q: 3 clusters Score -1.414679e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 114585 members 
Entering Unmasked Estep 
Score: -14146804.000000 Penalty: 5796.954590
	Iteration 27Q: 3 clusters Score -1.41468e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 114626 members 
Entering Unmasked Estep 
Score: -14146804.000000 Penalty: 5796.954590
	Iteration 28Q: 3 clusters Score -1.41468e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 114662 members 
Entering Unmasked Estep 
Score: -14146841.000000 Penalty: 5796.954590
	Iteration 29Q: 3 clusters Score -1.414684e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 114706 members 
Entering Unmasked Estep 
Score: -14146841.000000 Penalty: 5796.954590
	Iteration 30Q: 3 clusters Score -1.414684e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 114727 members 
Entering Unmasked Estep 
Score: -14146860.000000 Penalty: 5796.954590
	Iteration 31Q: 3 clusters Score -1.414686e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 114739 members 
Entering Unmasked Estep 
Score: -14146833.000000 Penalty: 5796.954590
	Iteration 32Q: 3 clusters Score -1.414683e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 114747 members 
Entering Unmasked Estep 
Score: -14146832.000000 Penalty: 5796.954590
	Iteration 33Q: 3 clusters Score -1.414683e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 114760 members 
Entering Unmasked Estep 
Score: -14146862.000000 Penalty: 5796.954590
	Iteration 34Q: 3 clusters Score -1.414686e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 114763 members 
Entering Unmasked Estep 
Score: -14146855.000000 Penalty: 5796.954590
	Iteration 35Q: 3 clusters Score -1.414686e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 114766 members 
Entering Unmasked Estep 
Score: -14146862.000000 Penalty: 5796.954590
	Iteration 36Q: 3 clusters Score -1.414686e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 114764 members 
Entering Unmasked Estep 
Score: -14146860.000000 Penalty: 5796.954590
	Iteration 37Q: 3 clusters Score -1.414686e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 114759 members 
Entering Unmasked Estep 
Score: -14146848.000000 Penalty: 5796.954590
	Iteration 38Q: 3 clusters Score -1.414685e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 114761 members 
Entering Unmasked Estep 
Score: -14146844.000000 Penalty: 5796.954590
	Iteration 39Q: 3 clusters Score -1.414684e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 114760 members 
Entering Unmasked Estep 
Score: -14146862.000000 Penalty: 5796.954590
	Iteration 40F: 3 clusters Score -1.414686e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 114764 members 
Entering Unmasked Estep 
Score: -14146884.000000 Penalty: 5796.954590
	Iteration 41Q: 3 clusters Score -1.414688e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 114764 members 
Entering Unmasked Estep 
Score: -14146915.000000 Penalty: 5796.954590
	Iteration 42Q: 3 clusters Score -1.414692e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 114766 members 
Entering Unmasked Estep 
Score: -14146909.000000 Penalty: 5796.954590
	Iteration 43Q: 3 clusters Score -1.414691e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 114766 members 
Entering Unmasked Estep 
Score: -14146914.000000 Penalty: 5796.954590
	Iteration 44Q: 3 clusters Score -1.414691e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 114768 members 
Entering Unmasked Estep 
Score: -14146906.000000 Penalty: 5796.954590
	Iteration 45Q: 3 clusters Score -1.414691e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 114774 members 
Entering Unmasked Estep 
Score: -14146906.000000 Penalty: 5796.954590
	Iteration 46Q: 3 clusters Score -1.414691e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 114776 members 
Entering Unmasked Estep 
Score: -14146912.000000 Penalty: 5796.954590
	Iteration 47Q: 3 clusters Score -1.414691e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 114778 members 
Entering Unmasked Estep 
Score: -14146908.000000 Penalty: 5796.954590
	Iteration 48Q: 3 clusters Score -1.414691e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 114778 members 
Entering Unmasked Estep 
Score: -14146906.000000 Penalty: 5796.954590
	Iteration 49Q: 3 clusters Score -1.414691e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 114777 members 
Entering Unmasked Estep 
Score: -14146906.000000 Penalty: 5796.954590
	Iteration 50Q: 3 clusters Score -1.414691e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 114775 members 
Entering Unmasked Estep 
Score: -14146902.000000 Penalty: 5796.954590
	Iteration 51Q: 3 clusters Score -1.41469e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 114774 members 
Entering Unmasked Estep 
Score: -14146898.000000 Penalty: 5796.954590
	Iteration 52Q: 3 clusters Score -1.41469e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 114773 members 
Entering Unmasked Estep 
Score: -14146896.000000 Penalty: 5796.954590
	Iteration 53Q: 3 clusters Score -1.41469e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 114774 members 
Entering Unmasked Estep 
Score: -14146909.000000 Penalty: 5796.954590
	Iteration 54Q: 3 clusters Score -1.414691e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 114773 members 
Entering Unmasked Estep 
Score: -14146908.000000 Penalty: 5796.954590
	Iteration 55Q: 3 clusters Score -1.414691e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 114775 members 
Entering Unmasked Estep 
Score: -14146908.000000 Penalty: 5796.954590
	Iteration 56Q: 3 clusters Score -1.414691e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 114777 members 
Entering Unmasked Estep 
Score: -14146909.000000 Penalty: 5796.954590
	Iteration 57Q: 3 clusters Score -1.414691e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 114778 members 
Entering Unmasked Estep 
Score: -14146908.000000 Penalty: 5796.954590
	Iteration 58Q: 3 clusters Score -1.414691e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 114778 members 
Entering Unmasked Estep 
Score: -14146908.000000 Penalty: 5796.954590
	Iteration 59Q: 3 clusters Score -1.414691e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 114778 members 
Entering Unmasked Estep 
Score: -14146908.000000 Penalty: 5796.954590
	Iteration 60F: 3 clusters Score -1.414691e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (75830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75830 members 
Entering Unmasked Estep 
Score: -8945664.000000 Penalty: 2786.589844
	Iteration 0F: 2 clusters Score -8945664 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37847 members 
Mstep: Class 2 contains 37983 members 
Entering Unmasked Estep 
Score: -8895028.000000 Penalty: 5573.179688
	Iteration 0F: 3 clusters Score -8895028 nChanged 35456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37653 members 
Mstep: Class 2 contains 38177 members 
Entering Unmasked Estep 
Score: -8914627.000000 Penalty: 5573.179688
	Iteration 1F: 3 clusters Score -8914627 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37662 members 
Mstep: Class 2 contains 38168 members 
Entering Unmasked Estep 
Score: -8915137.000000 Penalty: 5573.179688
	Iteration 2Q: 3 clusters Score -8915137 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37587 members 
Mstep: Class 2 contains 38243 members 
Entering Unmasked Estep 
Score: -8915550.000000 Penalty: 5573.179688
	Iteration 3Q: 3 clusters Score -8915550 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37434 members 
Mstep: Class 2 contains 38396 members 
Entering Unmasked Estep 
Score: -8915962.000000 Penalty: 5573.179688
	Iteration 4Q: 3 clusters Score -8915962 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37313 members 
Mstep: Class 2 contains 38517 members 
Entering Unmasked Estep 
Score: -8916460.000000 Penalty: 5573.179688
	Iteration 5Q: 3 clusters Score -8916460 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37151 members 
Mstep: Class 2 contains 38679 members 
Entering Unmasked Estep 
Score: -8917010.000000 Penalty: 5573.179688
	Iteration 6Q: 3 clusters Score -8917010 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36915 members 
Mstep: Class 2 contains 38915 members 
Entering Unmasked Estep 
Score: -8917684.000000 Penalty: 5573.179688
	Iteration 7Q: 3 clusters Score -8917684 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36493 members 
Mstep: Class 2 contains 39337 members 
Entering Unmasked Estep 
Score: -8918612.000000 Penalty: 5573.179688
	Iteration 8Q: 3 clusters Score -8918612 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35789 members 
Mstep: Class 2 contains 40041 members 
Entering Unmasked Estep 
Score: -8919792.000000 Penalty: 5573.179688
	Iteration 9Q: 3 clusters Score -8919792 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34877 members 
Mstep: Class 2 contains 40953 members 
Entering Unmasked Estep 
Score: -8921237.000000 Penalty: 5573.179688
	Iteration 10Q: 3 clusters Score -8921237 nChanged 3448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33675 members 
Mstep: Class 2 contains 42155 members 
Entering Unmasked Estep 
Score: -8923004.000000 Penalty: 5573.179688
	Iteration 11Q: 3 clusters Score -8923004 nChanged 3677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32238 members 
Mstep: Class 2 contains 43592 members 
Entering Unmasked Estep 
Score: -8925015.000000 Penalty: 5573.179688
	Iteration 12Q: 3 clusters Score -8925015 nChanged 3630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30806 members 
Mstep: Class 2 contains 45024 members 
Entering Unmasked Estep 
Score: -8926939.000000 Penalty: 5573.179688
	Iteration 13Q: 3 clusters Score -8926939 nChanged 3441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29559 members 
Mstep: Class 2 contains 46271 members 
Entering Unmasked Estep 
Score: -8928738.000000 Penalty: 5573.179688
	Iteration 14Q: 3 clusters Score -8928738 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28468 members 
Mstep: Class 2 contains 47362 members 
Entering Unmasked Estep 
Score: -8930125.000000 Penalty: 5573.179688
	Iteration 15Q: 3 clusters Score -8930125 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27502 members 
Mstep: Class 2 contains 48328 members 
Entering Unmasked Estep 
Score: -8931037.000000 Penalty: 5573.179688
	Iteration 16Q: 3 clusters Score -8931037 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26626 members 
Mstep: Class 2 contains 49204 members 
Entering Unmasked Estep 
Score: -8931575.000000 Penalty: 5573.179688
	Iteration 17Q: 3 clusters Score -8931575 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25774 members 
Mstep: Class 2 contains 50056 members 
Entering Unmasked Estep 
Score: -8931943.000000 Penalty: 5573.179688
	Iteration 18Q: 3 clusters Score -8931943 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24926 members 
Mstep: Class 2 contains 50904 members 
Entering Unmasked Estep 
Score: -8932187.000000 Penalty: 5573.179688
	Iteration 19Q: 3 clusters Score -8932187 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24079 members 
Mstep: Class 2 contains 51751 members 
Entering Unmasked Estep 
Score: -8932383.000000 Penalty: 5573.179688
	Iteration 20F: 3 clusters Score -8932383 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23170 members 
Mstep: Class 2 contains 52660 members 
Entering Unmasked Estep 
Score: -8932688.000000 Penalty: 5573.179688
	Iteration 21Q: 3 clusters Score -8932688 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22212 members 
Mstep: Class 2 contains 53618 members 
Entering Unmasked Estep 
Score: -8932972.000000 Penalty: 5573.179688
	Iteration 22Q: 3 clusters Score -8932972 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21228 members 
Mstep: Class 2 contains 54602 members 
Entering Unmasked Estep 
Score: -8933213.000000 Penalty: 5573.179688
	Iteration 23Q: 3 clusters Score -8933213 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20173 members 
Mstep: Class 2 contains 55657 members 
Entering Unmasked Estep 
Score: -8933522.000000 Penalty: 5573.179688
	Iteration 24Q: 3 clusters Score -8933522 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19081 members 
Mstep: Class 2 contains 56749 members 
Entering Unmasked Estep 
Score: -8933877.000000 Penalty: 5573.179688
	Iteration 25Q: 3 clusters Score -8933877 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17913 members 
Mstep: Class 2 contains 57917 members 
Entering Unmasked Estep 
Score: -8934223.000000 Penalty: 5573.179688
	Iteration 26Q: 3 clusters Score -8934223 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16741 members 
Mstep: Class 2 contains 59089 members 
Entering Unmasked Estep 
Score: -8934591.000000 Penalty: 5573.179688
	Iteration 27Q: 3 clusters Score -8934591 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15481 members 
Mstep: Class 2 contains 60349 members 
Entering Unmasked Estep 
Score: -8935024.000000 Penalty: 5573.179688
	Iteration 28Q: 3 clusters Score -8935024 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 61691 members 
Entering Unmasked Estep 
Score: -8935511.000000 Penalty: 5573.179688
	Iteration 29Q: 3 clusters Score -8935511 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 63032 members 
Entering Unmasked Estep 
Score: -8936070.000000 Penalty: 5573.179688
	Iteration 30Q: 3 clusters Score -8936070 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 64450 members 
Entering Unmasked Estep 
Score: -8936696.000000 Penalty: 5573.179688
	Iteration 31Q: 3 clusters Score -8936696 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 65846 members 
Entering Unmasked Estep 
Score: -8937304.000000 Penalty: 5573.179688
	Iteration 32Q: 3 clusters Score -8937304 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 67234 members 
Entering Unmasked Estep 
Score: -8937969.000000 Penalty: 5573.179688
	Iteration 33Q: 3 clusters Score -8937969 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 68593 members 
Entering Unmasked Estep 
Score: -8938698.000000 Penalty: 5573.179688
	Iteration 34Q: 3 clusters Score -8938698 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 69909 members 
Entering Unmasked Estep 
Score: -8939454.000000 Penalty: 5573.179688
	Iteration 35Q: 3 clusters Score -8939454 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 71139 members 
Entering Unmasked Estep 
Score: -8940224.000000 Penalty: 5573.179688
	Iteration 36Q: 3 clusters Score -8940224 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 72231 members 
Entering Unmasked Estep 
Score: -8940907.000000 Penalty: 5573.179688
	Iteration 37Q: 3 clusters Score -8940907 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 73164 members 
Entering Unmasked Estep 
Score: -8941578.000000 Penalty: 5573.179688
	Iteration 38Q: 3 clusters Score -8941578 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 73924 members 
Entering Unmasked Estep 
Score: -8942117.000000 Penalty: 5573.179688
	Iteration 39Q: 3 clusters Score -8942117 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 74429 members 
Entering Unmasked Estep 
Score: -8942462.000000 Penalty: 5573.179688
	Iteration 40F: 3 clusters Score -8942462 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 74750 members 
Entering Unmasked Estep 
Score: -8942697.000000 Penalty: 5573.179688
	Iteration 41Q: 3 clusters Score -8942697 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 74962 members 
Entering Unmasked Estep 
Score: -8942879.000000 Penalty: 5573.179688
	Iteration 42Q: 3 clusters Score -8942879 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 75081 members 
Entering Unmasked Estep 
Score: -8942938.000000 Penalty: 5573.179688
	Iteration 43Q: 3 clusters Score -8942938 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 75147 members 
Entering Unmasked Estep 
Score: -8943003.000000 Penalty: 5573.179688
	Iteration 44Q: 3 clusters Score -8943003 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 75201 members 
Entering Unmasked Estep 
Score: -8943054.000000 Penalty: 5573.179688
	Iteration 45Q: 3 clusters Score -8943054 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 75239 members 
Entering Unmasked Estep 
Score: -8943079.000000 Penalty: 5573.179688
	Iteration 46Q: 3 clusters Score -8943079 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 75272 members 
Entering Unmasked Estep 
Score: -8943099.000000 Penalty: 5573.179688
	Iteration 47Q: 3 clusters Score -8943099 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 75291 members 
Entering Unmasked Estep 
Score: -8943113.000000 Penalty: 5573.179688
	Iteration 48Q: 3 clusters Score -8943113 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 75298 members 
Entering Unmasked Estep 
Score: -8943113.000000 Penalty: 5573.179688
	Iteration 49Q: 3 clusters Score -8943113 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 75308 members 
Entering Unmasked Estep 
Score: -8943121.000000 Penalty: 5573.179688
	Iteration 50Q: 3 clusters Score -8943121 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 75315 members 
Entering Unmasked Estep 
Score: -8943130.000000 Penalty: 5573.179688
	Iteration 51Q: 3 clusters Score -8943130 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 75322 members 
Entering Unmasked Estep 
Score: -8943138.000000 Penalty: 5573.179688
	Iteration 52Q: 3 clusters Score -8943138 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 75331 members 
Entering Unmasked Estep 
Score: -8943148.000000 Penalty: 5573.179688
	Iteration 53Q: 3 clusters Score -8943148 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 75338 members 
Entering Unmasked Estep 
Score: -8943160.000000 Penalty: 5573.179688
	Iteration 54Q: 3 clusters Score -8943160 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 75344 members 
Entering Unmasked Estep 
Score: -8943170.000000 Penalty: 5573.179688
	Iteration 55Q: 3 clusters Score -8943170 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 75349 members 
Entering Unmasked Estep 
Score: -8943178.000000 Penalty: 5573.179688
	Iteration 56Q: 3 clusters Score -8943178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 75353 members 
Entering Unmasked Estep 
Score: -8943183.000000 Penalty: 5573.179688
	Iteration 57Q: 3 clusters Score -8943183 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 75356 members 
Entering Unmasked Estep 
Score: -8943189.000000 Penalty: 5573.179688
	Iteration 58Q: 3 clusters Score -8943189 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 75357 members 
Entering Unmasked Estep 
Score: -8943182.000000 Penalty: 5573.179688
	Iteration 59Q: 3 clusters Score -8943182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 75358 members 
Entering Unmasked Estep 
Score: -8943182.000000 Penalty: 5573.179688
	Iteration 60F: 3 clusters Score -8943182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 75359 members 
Entering Unmasked Estep 
Score: -8943189.000000 Penalty: 5573.179688
	Iteration 61Q: 3 clusters Score -8943189 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 75359 members 
Entering Unmasked Estep 
Score: -8943189.000000 Penalty: 5573.179688
	Iteration 62F: 3 clusters Score -8943189 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Entering Unmasked Estep 
Score: -163994.906250 Penalty: 1815.490723
	Iteration 0F: 2 clusters Score -163994.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -161778.390625 Penalty: 3630.981445
	Iteration 0F: 3 clusters Score -161778.4 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -162517.906250 Penalty: 3630.981445
	Iteration 1F: 3 clusters Score -162517.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -163054.937500 Penalty: 3630.981445
	Iteration 2F: 3 clusters Score -163054.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -163405.984375 Penalty: 3630.981445
	Iteration 3F: 3 clusters Score -163406 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -163644.218750 Penalty: 3630.981445
	Iteration 4F: 3 clusters Score -163644.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -163819.968750 Penalty: 3630.981445
	Iteration 5F: 3 clusters Score -163820 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -163889.000000 Penalty: 3630.981445
	Iteration 6Q: 3 clusters Score -163889 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -163917.906250 Penalty: 3630.981445
	Iteration 7Q: 3 clusters Score -163917.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -163939.500000 Penalty: 3630.981445
	Iteration 8Q: 3 clusters Score -163939.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -163953.703125 Penalty: 3630.981445
	Iteration 9Q: 3 clusters Score -163953.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -163956.218750 Penalty: 3630.981445
	Iteration 10Q: 3 clusters Score -163956.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -163956.218750 Penalty: 3630.981445
	Iteration 11F: 3 clusters Score -163956.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Entering Unmasked Estep 
Score: -132924.156250 Penalty: 1787.181641
	Iteration 0F: 2 clusters Score -132924.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -130811.390625 Penalty: 3574.363281
	Iteration 0F: 3 clusters Score -130811.4 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -131202.046875 Penalty: 3574.363281
	Iteration 1F: 3 clusters Score -131202 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -131308.437500 Penalty: 3574.363281
	Iteration 2F: 3 clusters Score -131308.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -131402.656250 Penalty: 3574.363281
	Iteration 3Q: 3 clusters Score -131402.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -131471.296875 Penalty: 3574.363281
	Iteration 4Q: 3 clusters Score -131471.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -131522.125000 Penalty: 3574.363281
	Iteration 5Q: 3 clusters Score -131522.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -131547.140625 Penalty: 3574.363281
	Iteration 6Q: 3 clusters Score -131547.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -131574.265625 Penalty: 3574.363281
	Iteration 7Q: 3 clusters Score -131574.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -131608.125000 Penalty: 3574.363281
	Iteration 8Q: 3 clusters Score -131608.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -131633.015625 Penalty: 3574.363281
	Iteration 9Q: 3 clusters Score -131633 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -131643.109375 Penalty: 3574.363281
	Iteration 10Q: 3 clusters Score -131643.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -131655.375000 Penalty: 3574.363281
	Iteration 11Q: 3 clusters Score -131655.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -131675.406250 Penalty: 3574.363281
	Iteration 12Q: 3 clusters Score -131675.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -131702.046875 Penalty: 3574.363281
	Iteration 13Q: 3 clusters Score -131702 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -131727.500000 Penalty: 3574.363281
	Iteration 14Q: 3 clusters Score -131727.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -131747.203125 Penalty: 3574.363281
	Iteration 15Q: 3 clusters Score -131747.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -131763.703125 Penalty: 3574.363281
	Iteration 16Q: 3 clusters Score -131763.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -131790.531250 Penalty: 3574.363281
	Iteration 17Q: 3 clusters Score -131790.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -131801.640625 Penalty: 3574.363281
	Iteration 18Q: 3 clusters Score -131801.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -131808.515625 Penalty: 3574.363281
	Iteration 19Q: 3 clusters Score -131808.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -131814.312500 Penalty: 3574.363281
	Iteration 20F: 3 clusters Score -131814.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -131816.671875 Penalty: 3574.363281
	Iteration 21Q: 3 clusters Score -131816.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -131818.250000 Penalty: 3574.363281
	Iteration 22Q: 3 clusters Score -131818.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -131819.046875 Penalty: 3574.363281
	Iteration 23Q: 3 clusters Score -131819 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -131821.281250 Penalty: 3574.363281
	Iteration 24Q: 3 clusters Score -131821.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -131823.015625 Penalty: 3574.363281
	Iteration 25Q: 3 clusters Score -131823 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -131824.218750 Penalty: 3574.363281
	Iteration 26Q: 3 clusters Score -131824.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -131825.046875 Penalty: 3574.363281
	Iteration 27Q: 3 clusters Score -131825 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -131827.781250 Penalty: 3574.363281
	Iteration 28Q: 3 clusters Score -131827.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -131831.437500 Penalty: 3574.363281
	Iteration 29Q: 3 clusters Score -131831.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -131834.109375 Penalty: 3574.363281
	Iteration 30Q: 3 clusters Score -131834.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -131836.968750 Penalty: 3574.363281
	Iteration 31Q: 3 clusters Score -131837 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -131838.140625 Penalty: 3574.363281
	Iteration 32Q: 3 clusters Score -131838.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -131841.046875 Penalty: 3574.363281
	Iteration 33Q: 3 clusters Score -131841 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -131847.593750 Penalty: 3574.363281
	Iteration 34Q: 3 clusters Score -131847.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -131849.000000 Penalty: 3574.363281
	Iteration 35Q: 3 clusters Score -131849 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -131850.765625 Penalty: 3574.363281
	Iteration 36Q: 3 clusters Score -131850.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -131851.468750 Penalty: 3574.363281
	Iteration 37Q: 3 clusters Score -131851.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -131851.468750 Penalty: 3574.363281
	Iteration 38F: 3 clusters Score -131851.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (228835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228835 members 
Entering Unmasked Estep 
Score: -27091946.000000 Penalty: 3060.507568
	Iteration 0F: 2 clusters Score -2.709195e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114548 members 
Mstep: Class 2 contains 114287 members 
Entering Unmasked Estep 
Score: -26939612.000000 Penalty: 6121.015137
	Iteration 0F: 3 clusters Score -2.693961e+07 nChanged 110409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117913 members 
Mstep: Class 2 contains 110922 members 
Entering Unmasked Estep 
Score: -27003378.000000 Penalty: 6121.015137
	Iteration 1F: 3 clusters Score -2.700338e+07 nChanged 6101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119500 members 
Mstep: Class 2 contains 109335 members 
Entering Unmasked Estep 
Score: -27004528.000000 Penalty: 6121.015137
	Iteration 2Q: 3 clusters Score -2.700453e+07 nChanged 6548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121912 members 
Mstep: Class 2 contains 106923 members 
Entering Unmasked Estep 
Score: -27006250.000000 Penalty: 6121.015137
	Iteration 3Q: 3 clusters Score -2.700625e+07 nChanged 7540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125748 members 
Mstep: Class 2 contains 103087 members 
Entering Unmasked Estep 
Score: -27008922.000000 Penalty: 6121.015137
	Iteration 4Q: 3 clusters Score -2.700892e+07 nChanged 8854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131550 members 
Mstep: Class 2 contains 97285 members 
Entering Unmasked Estep 
Score: -27012278.000000 Penalty: 6121.015137
	Iteration 5Q: 3 clusters Score -2.701228e+07 nChanged 10500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139636 members 
Mstep: Class 2 contains 89199 members 
Entering Unmasked Estep 
Score: -27017378.000000 Penalty: 6121.015137
	Iteration 6Q: 3 clusters Score -2.701738e+07 nChanged 12678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150550 members 
Mstep: Class 2 contains 78285 members 
Entering Unmasked Estep 
Score: -27025322.000000 Penalty: 6121.015137
	Iteration 7F: 3 clusters Score -2.702532e+07 nChanged 14758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164160 members 
Mstep: Class 2 contains 64675 members 
Entering Unmasked Estep 
Score: -27035984.000000 Penalty: 6121.015137
	Iteration 8F: 3 clusters Score -2.703598e+07 nChanged 15550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179220 members 
Mstep: Class 2 contains 49615 members 
Entering Unmasked Estep 
Score: -27047900.000000 Penalty: 6121.015137
	Iteration 9F: 3 clusters Score -2.70479e+07 nChanged 15038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194140 members 
Mstep: Class 2 contains 34695 members 
Entering Unmasked Estep 
Score: -27059830.000000 Penalty: 6121.015137
	Iteration 10F: 3 clusters Score -2.705983e+07 nChanged 12897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207017 members 
Mstep: Class 2 contains 21818 members 
Entering Unmasked Estep 
Score: -27070766.000000 Penalty: 6121.015137
	Iteration 11F: 3 clusters Score -2.707077e+07 nChanged 9915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216932 members 
Mstep: Class 2 contains 11903 members 
Entering Unmasked Estep 
Score: -27079130.000000 Penalty: 6121.015137
	Iteration 12Q: 3 clusters Score -2.707913e+07 nChanged 6336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223268 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -27084538.000000 Penalty: 6121.015137
	Iteration 13Q: 3 clusters Score -2.708454e+07 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226420 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -27087276.000000 Penalty: 6121.015137
	Iteration 14Q: 3 clusters Score -2.708728e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227740 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -27088346.000000 Penalty: 6121.015137
	Iteration 15Q: 3 clusters Score -2.708835e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228218 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -27088818.000000 Penalty: 6121.015137
	Iteration 16Q: 3 clusters Score -2.708882e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228371 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -27088974.000000 Penalty: 6121.015137
	Iteration 17Q: 3 clusters Score -2.708897e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228426 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -27089100.000000 Penalty: 6121.015137
	Iteration 18Q: 3 clusters Score -2.70891e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228466 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -27089160.000000 Penalty: 6121.015137
	Iteration 19Q: 3 clusters Score -2.708916e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228488 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -27089174.000000 Penalty: 6121.015137
	Iteration 20F: 3 clusters Score -2.708917e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228503 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -27089206.000000 Penalty: 6121.015137
	Iteration 21Q: 3 clusters Score -2.708921e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228518 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -27089222.000000 Penalty: 6121.015137
	Iteration 22Q: 3 clusters Score -2.708922e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228524 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -27089258.000000 Penalty: 6121.015137
	Iteration 23Q: 3 clusters Score -2.708926e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228525 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -27089260.000000 Penalty: 6121.015137
	Iteration 24Q: 3 clusters Score -2.708926e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228526 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -27089264.000000 Penalty: 6121.015137
	Iteration 25Q: 3 clusters Score -2.708926e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228527 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -27089276.000000 Penalty: 6121.015137
	Iteration 26Q: 3 clusters Score -2.708928e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228528 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -27089272.000000 Penalty: 6121.015137
	Iteration 27Q: 3 clusters Score -2.708927e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228528 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -27089272.000000 Penalty: 6121.015137
	Iteration 28F: 3 clusters Score -2.708927e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Entering Unmasked Estep 
Score: -147350.109375 Penalty: 1793.896973
	Iteration 0F: 2 clusters Score -147350.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -145187.265625 Penalty: 3587.793945
	Iteration 0F: 3 clusters Score -145187.3 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -145544.703125 Penalty: 3587.793945
	Iteration 1F: 3 clusters Score -145544.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -145640.062500 Penalty: 3587.793945
	Iteration 2F: 3 clusters Score -145640.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -145692.046875 Penalty: 3587.793945
	Iteration 3Q: 3 clusters Score -145692 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -145727.375000 Penalty: 3587.793945
	Iteration 4Q: 3 clusters Score -145727.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -145746.750000 Penalty: 3587.793945
	Iteration 5Q: 3 clusters Score -145746.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -145763.000000 Penalty: 3587.793945
	Iteration 6Q: 3 clusters Score -145763 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -145782.546875 Penalty: 3587.793945
	Iteration 7Q: 3 clusters Score -145782.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -145794.093750 Penalty: 3587.793945
	Iteration 8Q: 3 clusters Score -145794.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -145805.484375 Penalty: 3587.793945
	Iteration 9Q: 3 clusters Score -145805.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -145814.859375 Penalty: 3587.793945
	Iteration 10Q: 3 clusters Score -145814.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -145824.593750 Penalty: 3587.793945
	Iteration 11Q: 3 clusters Score -145824.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -145834.218750 Penalty: 3587.793945
	Iteration 12Q: 3 clusters Score -145834.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -145841.343750 Penalty: 3587.793945
	Iteration 13Q: 3 clusters Score -145841.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -145847.687500 Penalty: 3587.793945
	Iteration 14Q: 3 clusters Score -145847.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -145855.375000 Penalty: 3587.793945
	Iteration 15Q: 3 clusters Score -145855.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -145861.281250 Penalty: 3587.793945
	Iteration 16Q: 3 clusters Score -145861.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -145868.125000 Penalty: 3587.793945
	Iteration 17Q: 3 clusters Score -145868.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -145870.906250 Penalty: 3587.793945
	Iteration 18Q: 3 clusters Score -145870.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -145872.281250 Penalty: 3587.793945
	Iteration 19Q: 3 clusters Score -145872.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -145874.015625 Penalty: 3587.793945
	Iteration 20F: 3 clusters Score -145874 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -145877.750000 Penalty: 3587.793945
	Iteration 21Q: 3 clusters Score -145877.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -145885.296875 Penalty: 3587.793945
	Iteration 22Q: 3 clusters Score -145885.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -145894.562500 Penalty: 3587.793945
	Iteration 23Q: 3 clusters Score -145894.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -145904.031250 Penalty: 3587.793945
	Iteration 24Q: 3 clusters Score -145904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -145906.765625 Penalty: 3587.793945
	Iteration 25Q: 3 clusters Score -145906.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -145909.359375 Penalty: 3587.793945
	Iteration 26Q: 3 clusters Score -145909.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -145912.656250 Penalty: 3587.793945
	Iteration 27Q: 3 clusters Score -145912.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -145915.765625 Penalty: 3587.793945
	Iteration 28Q: 3 clusters Score -145915.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -145920.406250 Penalty: 3587.793945
	Iteration 29Q: 3 clusters Score -145920.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -145921.906250 Penalty: 3587.793945
	Iteration 30Q: 3 clusters Score -145921.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -145922.765625 Penalty: 3587.793945
	Iteration 31Q: 3 clusters Score -145922.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -145923.921875 Penalty: 3587.793945
	Iteration 32Q: 3 clusters Score -145923.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -145926.296875 Penalty: 3587.793945
	Iteration 33Q: 3 clusters Score -145926.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -145929.828125 Penalty: 3587.793945
	Iteration 34Q: 3 clusters Score -145929.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -145930.765625 Penalty: 3587.793945
	Iteration 35Q: 3 clusters Score -145930.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -145932.359375 Penalty: 3587.793945
	Iteration 36Q: 3 clusters Score -145932.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -145933.046875 Penalty: 3587.793945
	Iteration 37Q: 3 clusters Score -145933 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -145935.750000 Penalty: 3587.793945
	Iteration 38Q: 3 clusters Score -145935.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -145939.031250 Penalty: 3587.793945
	Iteration 39Q: 3 clusters Score -145939 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -145940.078125 Penalty: 3587.793945
	Iteration 40F: 3 clusters Score -145940.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Entering Unmasked Estep 
Score: -458252.375000 Penalty: 2068.077637
	Iteration 0F: 2 clusters Score -458252.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -454235.000000 Penalty: 4136.155273
	Iteration 0F: 3 clusters Score -454235 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -455134.843750 Penalty: 4136.155273
	Iteration 1F: 3 clusters Score -455134.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -455360.750000 Penalty: 4136.155273
	Iteration 2F: 3 clusters Score -455360.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -455538.656250 Penalty: 4136.155273
	Iteration 3F: 3 clusters Score -455538.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -455679.437500 Penalty: 4136.155273
	Iteration 4Q: 3 clusters Score -455679.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -455775.843750 Penalty: 4136.155273
	Iteration 5Q: 3 clusters Score -455775.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -455844.906250 Penalty: 4136.155273
	Iteration 6Q: 3 clusters Score -455844.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -455904.437500 Penalty: 4136.155273
	Iteration 7Q: 3 clusters Score -455904.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -455954.781250 Penalty: 4136.155273
	Iteration 8Q: 3 clusters Score -455954.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -455992.312500 Penalty: 4136.155273
	Iteration 9Q: 3 clusters Score -455992.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -456021.406250 Penalty: 4136.155273
	Iteration 10Q: 3 clusters Score -456021.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -456051.000000 Penalty: 4136.155273
	Iteration 11Q: 3 clusters Score -456051 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -456072.906250 Penalty: 4136.155273
	Iteration 12Q: 3 clusters Score -456072.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -456095.906250 Penalty: 4136.155273
	Iteration 13Q: 3 clusters Score -456095.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -456119.093750 Penalty: 4136.155273
	Iteration 14Q: 3 clusters Score -456119.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -456141.062500 Penalty: 4136.155273
	Iteration 15Q: 3 clusters Score -456141.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -456160.093750 Penalty: 4136.155273
	Iteration 16Q: 3 clusters Score -456160.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -456170.312500 Penalty: 4136.155273
	Iteration 17Q: 3 clusters Score -456170.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -456175.281250 Penalty: 4136.155273
	Iteration 18Q: 3 clusters Score -456175.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -456181.625000 Penalty: 4136.155273
	Iteration 19Q: 3 clusters Score -456181.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -456185.656250 Penalty: 4136.155273
	Iteration 20F: 3 clusters Score -456185.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -456189.281250 Penalty: 4136.155273
	Iteration 21Q: 3 clusters Score -456189.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -456193.250000 Penalty: 4136.155273
	Iteration 22Q: 3 clusters Score -456193.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -456194.656250 Penalty: 4136.155273
	Iteration 23Q: 3 clusters Score -456194.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -456197.531250 Penalty: 4136.155273
	Iteration 24Q: 3 clusters Score -456197.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -456198.031250 Penalty: 4136.155273
	Iteration 25Q: 3 clusters Score -456198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -456200.093750 Penalty: 4136.155273
	Iteration 26Q: 3 clusters Score -456200.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -456200.531250 Penalty: 4136.155273
	Iteration 27Q: 3 clusters Score -456200.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -456200.843750 Penalty: 4136.155273
	Iteration 28Q: 3 clusters Score -456200.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -456201.093750 Penalty: 4136.155273
	Iteration 29Q: 3 clusters Score -456201.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -456201.750000 Penalty: 4136.155273
	Iteration 30Q: 3 clusters Score -456201.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -456202.250000 Penalty: 4136.155273
	Iteration 31Q: 3 clusters Score -456202.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -456201.968750 Penalty: 4136.155273
	Iteration 32Q: 3 clusters Score -456202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -456203.937500 Penalty: 4136.155273
	Iteration 33Q: 3 clusters Score -456203.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -456205.718750 Penalty: 4136.155273
	Iteration 34Q: 3 clusters Score -456205.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -456206.031250 Penalty: 4136.155273
	Iteration 35Q: 3 clusters Score -456206 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -456209.562500 Penalty: 4136.155273
	Iteration 36Q: 3 clusters Score -456209.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -456209.125000 Penalty: 4136.155273
	Iteration 37Q: 3 clusters Score -456209.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -456210.531250 Penalty: 4136.155273
	Iteration 38Q: 3 clusters Score -456210.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -456211.687500 Penalty: 4136.155273
	Iteration 39Q: 3 clusters Score -456211.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -456212.093750 Penalty: 4136.155273
	Iteration 40F: 3 clusters Score -456212.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -456213.781250 Penalty: 4136.155273
	Iteration 41Q: 3 clusters Score -456213.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -456214.656250 Penalty: 4136.155273
	Iteration 42Q: 3 clusters Score -456214.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -456215.500000 Penalty: 4136.155273
	Iteration 43Q: 3 clusters Score -456215.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -456215.218750 Penalty: 4136.155273
	Iteration 44Q: 3 clusters Score -456215.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -456216.218750 Penalty: 4136.155273
	Iteration 45Q: 3 clusters Score -456216.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -456216.062500 Penalty: 4136.155273
	Iteration 46Q: 3 clusters Score -456216.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -456216.062500 Penalty: 4136.155273
	Iteration 47F: 3 clusters Score -456216.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (71322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71322 members 
Entering Unmasked Estep 
Score: -7761195.000000 Penalty: 2771.390137
	Iteration 0F: 2 clusters Score -7761195 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35795 members 
Mstep: Class 2 contains 35527 members 
Entering Unmasked Estep 
Score: -7713419.000000 Penalty: 5542.780273
	Iteration 0F: 3 clusters Score -7713419 nChanged 33319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36846 members 
Mstep: Class 2 contains 34476 members 
Entering Unmasked Estep 
Score: -7733061.000000 Penalty: 5542.780273
	Iteration 1F: 3 clusters Score -7733061 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37365 members 
Mstep: Class 2 contains 33957 members 
Entering Unmasked Estep 
Score: -7734283.500000 Penalty: 5542.780273
	Iteration 2Q: 3 clusters Score -7734284 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38061 members 
Mstep: Class 2 contains 33261 members 
Entering Unmasked Estep 
Score: -7735531.000000 Penalty: 5542.780273
	Iteration 3Q: 3 clusters Score -7735531 nChanged 3280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39023 members 
Mstep: Class 2 contains 32299 members 
Entering Unmasked Estep 
Score: -7736839.500000 Penalty: 5542.780273
	Iteration 4Q: 3 clusters Score -7736840 nChanged 3332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40279 members 
Mstep: Class 2 contains 31043 members 
Entering Unmasked Estep 
Score: -7738193.000000 Penalty: 5542.780273
	Iteration 5Q: 3 clusters Score -7738193 nChanged 3529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41902 members 
Mstep: Class 2 contains 29420 members 
Entering Unmasked Estep 
Score: -7739970.500000 Penalty: 5542.780273
	Iteration 6Q: 3 clusters Score -7739970 nChanged 3722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43848 members 
Mstep: Class 2 contains 27474 members 
Entering Unmasked Estep 
Score: -7741959.000000 Penalty: 5542.780273
	Iteration 7F: 3 clusters Score -7741959 nChanged 3678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45962 members 
Mstep: Class 2 contains 25360 members 
Entering Unmasked Estep 
Score: -7743898.500000 Penalty: 5542.780273
	Iteration 8F: 3 clusters Score -7743898 nChanged 3518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48050 members 
Mstep: Class 2 contains 23272 members 
Entering Unmasked Estep 
Score: -7745896.500000 Penalty: 5542.780273
	Iteration 9Q: 3 clusters Score -7745896 nChanged 3233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50091 members 
Mstep: Class 2 contains 21231 members 
Entering Unmasked Estep 
Score: -7747800.000000 Penalty: 5542.780273
	Iteration 10Q: 3 clusters Score -7747800 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51889 members 
Mstep: Class 2 contains 19433 members 
Entering Unmasked Estep 
Score: -7749433.500000 Penalty: 5542.780273
	Iteration 11Q: 3 clusters Score -7749434 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53445 members 
Mstep: Class 2 contains 17877 members 
Entering Unmasked Estep 
Score: -7750688.000000 Penalty: 5542.780273
	Iteration 12Q: 3 clusters Score -7750688 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54768 members 
Mstep: Class 2 contains 16554 members 
Entering Unmasked Estep 
Score: -7751632.500000 Penalty: 5542.780273
	Iteration 13Q: 3 clusters Score -7751632 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55966 members 
Mstep: Class 2 contains 15356 members 
Entering Unmasked Estep 
Score: -7752427.500000 Penalty: 5542.780273
	Iteration 14Q: 3 clusters Score -7752428 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57123 members 
Mstep: Class 2 contains 14199 members 
Entering Unmasked Estep 
Score: -7753124.500000 Penalty: 5542.780273
	Iteration 15Q: 3 clusters Score -7753124 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58130 members 
Mstep: Class 2 contains 13192 members 
Entering Unmasked Estep 
Score: -7753632.500000 Penalty: 5542.780273
	Iteration 16Q: 3 clusters Score -7753632 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59071 members 
Mstep: Class 2 contains 12251 members 
Entering Unmasked Estep 
Score: -7754058.000000 Penalty: 5542.780273
	Iteration 17Q: 3 clusters Score -7754058 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59948 members 
Mstep: Class 2 contains 11374 members 
Entering Unmasked Estep 
Score: -7754461.000000 Penalty: 5542.780273
	Iteration 18Q: 3 clusters Score -7754461 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60753 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -7754857.000000 Penalty: 5542.780273
	Iteration 19Q: 3 clusters Score -7754857 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61498 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -7755201.500000 Penalty: 5542.780273
	Iteration 20F: 3 clusters Score -7755202 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62266 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -7755522.500000 Penalty: 5542.780273
	Iteration 21Q: 3 clusters Score -7755522 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63034 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -7755832.000000 Penalty: 5542.780273
	Iteration 22Q: 3 clusters Score -7755832 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63756 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -7756130.000000 Penalty: 5542.780273
	Iteration 23Q: 3 clusters Score -7756130 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64445 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -7756421.500000 Penalty: 5542.780273
	Iteration 24Q: 3 clusters Score -7756422 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65098 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -7756697.500000 Penalty: 5542.780273
	Iteration 25Q: 3 clusters Score -7756698 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65726 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -7756946.500000 Penalty: 5542.780273
	Iteration 26Q: 3 clusters Score -7756946 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66284 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -7757215.000000 Penalty: 5542.780273
	Iteration 27Q: 3 clusters Score -7757215 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66820 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -7757413.500000 Penalty: 5542.780273
	Iteration 28Q: 3 clusters Score -7757414 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67271 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -7757600.000000 Penalty: 5542.780273
	Iteration 29Q: 3 clusters Score -7757600 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67698 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -7757779.500000 Penalty: 5542.780273
	Iteration 30Q: 3 clusters Score -7757780 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68096 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -7757981.000000 Penalty: 5542.780273
	Iteration 31Q: 3 clusters Score -7757981 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68462 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -7758139.500000 Penalty: 5542.780273
	Iteration 32Q: 3 clusters Score -7758140 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68763 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -7758324.500000 Penalty: 5542.780273
	Iteration 33Q: 3 clusters Score -7758324 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69021 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -7758413.500000 Penalty: 5542.780273
	Iteration 34Q: 3 clusters Score -7758414 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69230 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -7758506.500000 Penalty: 5542.780273
	Iteration 35Q: 3 clusters Score -7758506 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69397 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -7758632.500000 Penalty: 5542.780273
	Iteration 36Q: 3 clusters Score -7758632 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69544 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -7758716.500000 Penalty: 5542.780273
	Iteration 37Q: 3 clusters Score -7758716 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69666 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -7758795.500000 Penalty: 5542.780273
	Iteration 38Q: 3 clusters Score -7758796 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69757 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -7758833.500000 Penalty: 5542.780273
	Iteration 39Q: 3 clusters Score -7758834 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69834 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -7758891.500000 Penalty: 5542.780273
	Iteration 40F: 3 clusters Score -7758892 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69892 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -7758910.500000 Penalty: 5542.780273
	Iteration 41Q: 3 clusters Score -7758910 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69945 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -7758939.500000 Penalty: 5542.780273
	Iteration 42Q: 3 clusters Score -7758940 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69986 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -7758965.500000 Penalty: 5542.780273
	Iteration 43Q: 3 clusters Score -7758966 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70023 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -7758988.000000 Penalty: 5542.780273
	Iteration 44Q: 3 clusters Score -7758988 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70062 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -7759003.500000 Penalty: 5542.780273
	Iteration 45Q: 3 clusters Score -7759004 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70099 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -7759019.000000 Penalty: 5542.780273
	Iteration 46Q: 3 clusters Score -7759019 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70121 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -7759022.500000 Penalty: 5542.780273
	Iteration 47Q: 3 clusters Score -7759022 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70140 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -7759020.000000 Penalty: 5542.780273
	Iteration 48Q: 3 clusters Score -7759020 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70153 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -7759036.500000 Penalty: 5542.780273
	Iteration 49Q: 3 clusters Score -7759036 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70170 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -7759037.000000 Penalty: 5542.780273
	Iteration 50Q: 3 clusters Score -7759037 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70177 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -7759050.000000 Penalty: 5542.780273
	Iteration 51Q: 3 clusters Score -7759050 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70189 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -7759057.500000 Penalty: 5542.780273
	Iteration 52Q: 3 clusters Score -7759058 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70195 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -7759061.500000 Penalty: 5542.780273
	Iteration 53Q: 3 clusters Score -7759062 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70205 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -7759066.000000 Penalty: 5542.780273
	Iteration 54Q: 3 clusters Score -7759066 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70218 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -7759062.000000 Penalty: 5542.780273
	Iteration 55Q: 3 clusters Score -7759062 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70224 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -7759070.500000 Penalty: 5542.780273
	Iteration 56Q: 3 clusters Score -7759070 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70226 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -7759071.000000 Penalty: 5542.780273
	Iteration 57Q: 3 clusters Score -7759071 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70231 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -7759084.000000 Penalty: 5542.780273
	Iteration 58Q: 3 clusters Score -7759084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70233 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -7759087.500000 Penalty: 5542.780273
	Iteration 59Q: 3 clusters Score -7759088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70235 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -7759092.500000 Penalty: 5542.780273
	Iteration 60F: 3 clusters Score -7759092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70236 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -7759092.500000 Penalty: 5542.780273
	Iteration 61Q: 3 clusters Score -7759092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70237 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -7759096.000000 Penalty: 5542.780273
	Iteration 62Q: 3 clusters Score -7759096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70237 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -7759096.000000 Penalty: 5542.780273
	Iteration 63F: 3 clusters Score -7759096 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (25578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25578 members 
Entering Unmasked Estep 
Score: -2977211.250000 Penalty: 2517.072998
	Iteration 0F: 2 clusters Score -2977211 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12835 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -2959607.000000 Penalty: 5034.145996
	Iteration 0F: 3 clusters Score -2959607 nChanged 11410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13081 members 
Mstep: Class 2 contains 12497 members 
Entering Unmasked Estep 
Score: -2965701.750000 Penalty: 5034.145996
	Iteration 1F: 3 clusters Score -2965702 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13173 members 
Mstep: Class 2 contains 12405 members 
Entering Unmasked Estep 
Score: -2966068.750000 Penalty: 5034.145996
	Iteration 2Q: 3 clusters Score -2966069 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13283 members 
Mstep: Class 2 contains 12295 members 
Entering Unmasked Estep 
Score: -2966382.000000 Penalty: 5034.145996
	Iteration 3Q: 3 clusters Score -2966382 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13408 members 
Mstep: Class 2 contains 12170 members 
Entering Unmasked Estep 
Score: -2966658.750000 Penalty: 5034.145996
	Iteration 4Q: 3 clusters Score -2966659 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -2966873.750000 Penalty: 5034.145996
	Iteration 5Q: 3 clusters Score -2966874 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13926 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -2967090.000000 Penalty: 5034.145996
	Iteration 6Q: 3 clusters Score -2967090 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14310 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -2967291.250000 Penalty: 5034.145996
	Iteration 7Q: 3 clusters Score -2967291 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14777 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -2967544.000000 Penalty: 5034.145996
	Iteration 8Q: 3 clusters Score -2967544 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15374 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -2967823.000000 Penalty: 5034.145996
	Iteration 9Q: 3 clusters Score -2967823 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16193 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -2968268.250000 Penalty: 5034.145996
	Iteration 10Q: 3 clusters Score -2968268 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17248 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -2968859.250000 Penalty: 5034.145996
	Iteration 11Q: 3 clusters Score -2968859 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18505 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -2969706.250000 Penalty: 5034.145996
	Iteration 12F: 3 clusters Score -2969706 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19872 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -2970665.500000 Penalty: 5034.145996
	Iteration 13F: 3 clusters Score -2970666 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21249 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -2971685.750000 Penalty: 5034.145996
	Iteration 14F: 3 clusters Score -2971686 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22465 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -2972638.000000 Penalty: 5034.145996
	Iteration 15Q: 3 clusters Score -2972638 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23432 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -2973479.250000 Penalty: 5034.145996
	Iteration 16Q: 3 clusters Score -2973479 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24108 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -2974099.250000 Penalty: 5034.145996
	Iteration 17Q: 3 clusters Score -2974099 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24525 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -2974523.750000 Penalty: 5034.145996
	Iteration 18Q: 3 clusters Score -2974524 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24719 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -2974762.000000 Penalty: 5034.145996
	Iteration 19Q: 3 clusters Score -2974762 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24807 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -2974898.000000 Penalty: 5034.145996
	Iteration 20F: 3 clusters Score -2974898 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24870 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -2974993.500000 Penalty: 5034.145996
	Iteration 21Q: 3 clusters Score -2974994 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24909 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -2975069.750000 Penalty: 5034.145996
	Iteration 22Q: 3 clusters Score -2975070 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24929 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -2975113.000000 Penalty: 5034.145996
	Iteration 23Q: 3 clusters Score -2975113 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24939 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -2975141.250000 Penalty: 5034.145996
	Iteration 24Q: 3 clusters Score -2975141 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24946 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -2975157.250000 Penalty: 5034.145996
	Iteration 25Q: 3 clusters Score -2975157 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24952 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -2975173.750000 Penalty: 5034.145996
	Iteration 26Q: 3 clusters Score -2975174 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24959 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -2975191.250000 Penalty: 5034.145996
	Iteration 27Q: 3 clusters Score -2975191 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24964 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -2975193.500000 Penalty: 5034.145996
	Iteration 28Q: 3 clusters Score -2975194 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24968 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -2975206.000000 Penalty: 5034.145996
	Iteration 29Q: 3 clusters Score -2975206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24971 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -2975202.750000 Penalty: 5034.145996
	Iteration 30Q: 3 clusters Score -2975203 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24972 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -2975203.750000 Penalty: 5034.145996
	Iteration 31Q: 3 clusters Score -2975204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24973 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -2975207.000000 Penalty: 5034.145996
	Iteration 32Q: 3 clusters Score -2975207 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24973 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -2975207.500000 Penalty: 5034.145996
	Iteration 33Q: 3 clusters Score -2975208 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24973 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -2975207.500000 Penalty: 5034.145996
	Iteration 34F: 3 clusters Score -2975208 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (4146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Entering Unmasked Estep 
Score: -452140.062500 Penalty: 2065.814941
	Iteration 0F: 2 clusters Score -452140.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -448155.406250 Penalty: 4131.629883
	Iteration 0F: 3 clusters Score -448155.4 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -449068.718750 Penalty: 4131.629883
	Iteration 1F: 3 clusters Score -449068.7 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -449264.343750 Penalty: 4131.629883
	Iteration 2F: 3 clusters Score -449264.3 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -449378.312500 Penalty: 4131.629883
	Iteration 3Q: 3 clusters Score -449378.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -449467.875000 Penalty: 4131.629883
	Iteration 4Q: 3 clusters Score -449467.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -449538.437500 Penalty: 4131.629883
	Iteration 5Q: 3 clusters Score -449538.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -449588.218750 Penalty: 4131.629883
	Iteration 6Q: 3 clusters Score -449588.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -449633.656250 Penalty: 4131.629883
	Iteration 7Q: 3 clusters Score -449633.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -449672.156250 Penalty: 4131.629883
	Iteration 8Q: 3 clusters Score -449672.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -449715.687500 Penalty: 4131.629883
	Iteration 9Q: 3 clusters Score -449715.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -449765.843750 Penalty: 4131.629883
	Iteration 10Q: 3 clusters Score -449765.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -449804.968750 Penalty: 4131.629883
	Iteration 11Q: 3 clusters Score -449805 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -449832.687500 Penalty: 4131.629883
	Iteration 12Q: 3 clusters Score -449832.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -449855.062500 Penalty: 4131.629883
	Iteration 13Q: 3 clusters Score -449855.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -449872.812500 Penalty: 4131.629883
	Iteration 14Q: 3 clusters Score -449872.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -449891.625000 Penalty: 4131.629883
	Iteration 15Q: 3 clusters Score -449891.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -449909.093750 Penalty: 4131.629883
	Iteration 16Q: 3 clusters Score -449909.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -449924.375000 Penalty: 4131.629883
	Iteration 17Q: 3 clusters Score -449924.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -449940.562500 Penalty: 4131.629883
	Iteration 18Q: 3 clusters Score -449940.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -449959.687500 Penalty: 4131.629883
	Iteration 19Q: 3 clusters Score -449959.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -449975.343750 Penalty: 4131.629883
	Iteration 20F: 3 clusters Score -449975.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -449991.437500 Penalty: 4131.629883
	Iteration 21Q: 3 clusters Score -449991.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -450007.781250 Penalty: 4131.629883
	Iteration 22Q: 3 clusters Score -450007.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -450019.312500 Penalty: 4131.629883
	Iteration 23Q: 3 clusters Score -450019.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -450029.375000 Penalty: 4131.629883
	Iteration 24Q: 3 clusters Score -450029.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -450037.812500 Penalty: 4131.629883
	Iteration 25Q: 3 clusters Score -450037.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -450046.062500 Penalty: 4131.629883
	Iteration 26Q: 3 clusters Score -450046.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -450054.468750 Penalty: 4131.629883
	Iteration 27Q: 3 clusters Score -450054.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -450058.312500 Penalty: 4131.629883
	Iteration 28Q: 3 clusters Score -450058.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -450060.812500 Penalty: 4131.629883
	Iteration 29Q: 3 clusters Score -450060.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -450065.656250 Penalty: 4131.629883
	Iteration 30Q: 3 clusters Score -450065.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -450068.875000 Penalty: 4131.629883
	Iteration 31Q: 3 clusters Score -450068.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -450074.687500 Penalty: 4131.629883
	Iteration 32Q: 3 clusters Score -450074.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -450078.843750 Penalty: 4131.629883
	Iteration 33Q: 3 clusters Score -450078.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -450082.562500 Penalty: 4131.629883
	Iteration 34Q: 3 clusters Score -450082.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -450087.593750 Penalty: 4131.629883
	Iteration 35Q: 3 clusters Score -450087.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -450091.250000 Penalty: 4131.629883
	Iteration 36Q: 3 clusters Score -450091.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -450095.812500 Penalty: 4131.629883
	Iteration 37Q: 3 clusters Score -450095.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -450100.093750 Penalty: 4131.629883
	Iteration 38Q: 3 clusters Score -450100.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -450106.031250 Penalty: 4131.629883
	Iteration 39Q: 3 clusters Score -450106 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -450111.250000 Penalty: 4131.629883
	Iteration 40F: 3 clusters Score -450111.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -450114.500000 Penalty: 4131.629883
	Iteration 41Q: 3 clusters Score -450114.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -450119.562500 Penalty: 4131.629883
	Iteration 42Q: 3 clusters Score -450119.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -450123.187500 Penalty: 4131.629883
	Iteration 43Q: 3 clusters Score -450123.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -450126.906250 Penalty: 4131.629883
	Iteration 44Q: 3 clusters Score -450126.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -450131.125000 Penalty: 4131.629883
	Iteration 45Q: 3 clusters Score -450131.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -450136.437500 Penalty: 4131.629883
	Iteration 46Q: 3 clusters Score -450136.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -450140.875000 Penalty: 4131.629883
	Iteration 47Q: 3 clusters Score -450140.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -450145.406250 Penalty: 4131.629883
	Iteration 48Q: 3 clusters Score -450145.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -450151.687500 Penalty: 4131.629883
	Iteration 49Q: 3 clusters Score -450151.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -450158.031250 Penalty: 4131.629883
	Iteration 50Q: 3 clusters Score -450158 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -450163.656250 Penalty: 4131.629883
	Iteration 51Q: 3 clusters Score -450163.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -450172.281250 Penalty: 4131.629883
	Iteration 52Q: 3 clusters Score -450172.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -450177.625000 Penalty: 4131.629883
	Iteration 53Q: 3 clusters Score -450177.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -450183.250000 Penalty: 4131.629883
	Iteration 54Q: 3 clusters Score -450183.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -450189.343750 Penalty: 4131.629883
	Iteration 55Q: 3 clusters Score -450189.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -450190.218750 Penalty: 4131.629883
	Iteration 56Q: 3 clusters Score -450190.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -450191.562500 Penalty: 4131.629883
	Iteration 57Q: 3 clusters Score -450191.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -450191.593750 Penalty: 4131.629883
	Iteration 58Q: 3 clusters Score -450191.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -450192.187500 Penalty: 4131.629883
	Iteration 59Q: 3 clusters Score -450192.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -450192.187500 Penalty: 4131.629883
	Iteration 60F: 3 clusters Score -450192.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (6528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Entering Unmasked Estep 
Score: -749933.500000 Penalty: 2178.396240
	Iteration 0F: 2 clusters Score -749933.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -744488.062500 Penalty: 4356.792480
	Iteration 0F: 3 clusters Score -744488.1 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -745993.250000 Penalty: 4356.792480
	Iteration 1F: 3 clusters Score -745993.2 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -746322.687500 Penalty: 4356.792480
	Iteration 2F: 3 clusters Score -746322.7 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -746585.187500 Penalty: 4356.792480
	Iteration 3F: 3 clusters Score -746585.2 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -746843.812500 Penalty: 4356.792480
	Iteration 4F: 3 clusters Score -746843.8 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -747092.812500 Penalty: 4356.792480
	Iteration 5F: 3 clusters Score -747092.8 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -747322.625000 Penalty: 4356.792480
	Iteration 6Q: 3 clusters Score -747322.6 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -747512.000000 Penalty: 4356.792480
	Iteration 7Q: 3 clusters Score -747512 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -747699.687500 Penalty: 4356.792480
	Iteration 8Q: 3 clusters Score -747699.7 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -747844.375000 Penalty: 4356.792480
	Iteration 9Q: 3 clusters Score -747844.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -747943.750000 Penalty: 4356.792480
	Iteration 10Q: 3 clusters Score -747943.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -748024.250000 Penalty: 4356.792480
	Iteration 11Q: 3 clusters Score -748024.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -748087.437500 Penalty: 4356.792480
	Iteration 12Q: 3 clusters Score -748087.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -748136.312500 Penalty: 4356.792480
	Iteration 13Q: 3 clusters Score -748136.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -748175.937500 Penalty: 4356.792480
	Iteration 14Q: 3 clusters Score -748175.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -748221.562500 Penalty: 4356.792480
	Iteration 15Q: 3 clusters Score -748221.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -748268.875000 Penalty: 4356.792480
	Iteration 16Q: 3 clusters Score -748268.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -748314.250000 Penalty: 4356.792480
	Iteration 17Q: 3 clusters Score -748314.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -748348.500000 Penalty: 4356.792480
	Iteration 18Q: 3 clusters Score -748348.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -748377.687500 Penalty: 4356.792480
	Iteration 19Q: 3 clusters Score -748377.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -748391.750000 Penalty: 4356.792480
	Iteration 20F: 3 clusters Score -748391.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -748404.812500 Penalty: 4356.792480
	Iteration 21Q: 3 clusters Score -748404.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -748415.687500 Penalty: 4356.792480
	Iteration 22Q: 3 clusters Score -748415.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -748429.750000 Penalty: 4356.792480
	Iteration 23Q: 3 clusters Score -748429.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -748445.375000 Penalty: 4356.792480
	Iteration 24Q: 3 clusters Score -748445.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -748456.812500 Penalty: 4356.792480
	Iteration 25Q: 3 clusters Score -748456.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -748470.750000 Penalty: 4356.792480
	Iteration 26Q: 3 clusters Score -748470.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -748480.812500 Penalty: 4356.792480
	Iteration 27Q: 3 clusters Score -748480.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -748486.687500 Penalty: 4356.792480
	Iteration 28Q: 3 clusters Score -748486.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -748488.375000 Penalty: 4356.792480
	Iteration 29Q: 3 clusters Score -748488.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -748489.000000 Penalty: 4356.792480
	Iteration 30Q: 3 clusters Score -748489 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -748490.562500 Penalty: 4356.792480
	Iteration 31Q: 3 clusters Score -748490.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -748492.750000 Penalty: 4356.792480
	Iteration 32Q: 3 clusters Score -748492.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -748493.250000 Penalty: 4356.792480
	Iteration 33Q: 3 clusters Score -748493.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -748493.062500 Penalty: 4356.792480
	Iteration 34Q: 3 clusters Score -748493.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -748493.750000 Penalty: 4356.792480
	Iteration 35Q: 3 clusters Score -748493.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -748492.750000 Penalty: 4356.792480
	Iteration 36Q: 3 clusters Score -748492.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -748492.500000 Penalty: 4356.792480
	Iteration 37Q: 3 clusters Score -748492.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -748492.625000 Penalty: 4356.792480
	Iteration 38Q: 3 clusters Score -748492.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -748492.625000 Penalty: 4356.792480
	Iteration 39F: 3 clusters Score -748492.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (3821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Entering Unmasked Estep 
Score: -445502.500000 Penalty: 2045.570312
	Iteration 0F: 2 clusters Score -445502.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -441697.687500 Penalty: 4091.140625
	Iteration 0F: 3 clusters Score -441697.7 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -442519.093750 Penalty: 4091.140625
	Iteration 1F: 3 clusters Score -442519.1 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -442676.218750 Penalty: 4091.140625
	Iteration 2F: 3 clusters Score -442676.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -442765.531250 Penalty: 4091.140625
	Iteration 3Q: 3 clusters Score -442765.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -442820.250000 Penalty: 4091.140625
	Iteration 4Q: 3 clusters Score -442820.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -442857.093750 Penalty: 4091.140625
	Iteration 5Q: 3 clusters Score -442857.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -442886.406250 Penalty: 4091.140625
	Iteration 6Q: 3 clusters Score -442886.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -442910.187500 Penalty: 4091.140625
	Iteration 7Q: 3 clusters Score -442910.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -442927.468750 Penalty: 4091.140625
	Iteration 8Q: 3 clusters Score -442927.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -442948.156250 Penalty: 4091.140625
	Iteration 9Q: 3 clusters Score -442948.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -442967.093750 Penalty: 4091.140625
	Iteration 10Q: 3 clusters Score -442967.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -442986.093750 Penalty: 4091.140625
	Iteration 11Q: 3 clusters Score -442986.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -443003.687500 Penalty: 4091.140625
	Iteration 12Q: 3 clusters Score -443003.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -443014.812500 Penalty: 4091.140625
	Iteration 13Q: 3 clusters Score -443014.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -443028.843750 Penalty: 4091.140625
	Iteration 14Q: 3 clusters Score -443028.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -443043.156250 Penalty: 4091.140625
	Iteration 15Q: 3 clusters Score -443043.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -443056.156250 Penalty: 4091.140625
	Iteration 16Q: 3 clusters Score -443056.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -443066.562500 Penalty: 4091.140625
	Iteration 17Q: 3 clusters Score -443066.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -443084.562500 Penalty: 4091.140625
	Iteration 18Q: 3 clusters Score -443084.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -443100.437500 Penalty: 4091.140625
	Iteration 19Q: 3 clusters Score -443100.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -443120.781250 Penalty: 4091.140625
	Iteration 20F: 3 clusters Score -443120.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -443137.312500 Penalty: 4091.140625
	Iteration 21Q: 3 clusters Score -443137.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -443152.437500 Penalty: 4091.140625
	Iteration 22Q: 3 clusters Score -443152.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -443162.343750 Penalty: 4091.140625
	Iteration 23Q: 3 clusters Score -443162.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -443173.062500 Penalty: 4091.140625
	Iteration 24Q: 3 clusters Score -443173.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -443185.062500 Penalty: 4091.140625
	Iteration 25Q: 3 clusters Score -443185.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -443197.156250 Penalty: 4091.140625
	Iteration 26Q: 3 clusters Score -443197.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -443204.468750 Penalty: 4091.140625
	Iteration 27Q: 3 clusters Score -443204.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -443212.750000 Penalty: 4091.140625
	Iteration 28Q: 3 clusters Score -443212.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -443228.875000 Penalty: 4091.140625
	Iteration 29Q: 3 clusters Score -443228.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -443245.500000 Penalty: 4091.140625
	Iteration 30Q: 3 clusters Score -443245.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -443257.500000 Penalty: 4091.140625
	Iteration 31Q: 3 clusters Score -443257.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -443266.812500 Penalty: 4091.140625
	Iteration 32Q: 3 clusters Score -443266.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -443275.187500 Penalty: 4091.140625
	Iteration 33Q: 3 clusters Score -443275.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -443288.562500 Penalty: 4091.140625
	Iteration 34Q: 3 clusters Score -443288.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -443300.281250 Penalty: 4091.140625
	Iteration 35Q: 3 clusters Score -443300.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -443310.031250 Penalty: 4091.140625
	Iteration 36Q: 3 clusters Score -443310 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -443321.250000 Penalty: 4091.140625
	Iteration 37Q: 3 clusters Score -443321.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -443338.406250 Penalty: 4091.140625
	Iteration 38Q: 3 clusters Score -443338.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -443361.250000 Penalty: 4091.140625
	Iteration 39Q: 3 clusters Score -443361.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -443390.937500 Penalty: 4091.140625
	Iteration 40F: 3 clusters Score -443390.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -443430.000000 Penalty: 4091.140625
	Iteration 41Q: 3 clusters Score -443430 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -443473.781250 Penalty: 4091.140625
	Iteration 42Q: 3 clusters Score -443473.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -443515.437500 Penalty: 4091.140625
	Iteration 43Q: 3 clusters Score -443515.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -443549.093750 Penalty: 4091.140625
	Iteration 44Q: 3 clusters Score -443549.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -443580.843750 Penalty: 4091.140625
	Iteration 45Q: 3 clusters Score -443580.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -443609.562500 Penalty: 4091.140625
	Iteration 46Q: 3 clusters Score -443609.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -443638.281250 Penalty: 4091.140625
	Iteration 47Q: 3 clusters Score -443638.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -443670.093750 Penalty: 4091.140625
	Iteration 48Q: 3 clusters Score -443670.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -443698.593750 Penalty: 4091.140625
	Iteration 49Q: 3 clusters Score -443698.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -443724.187500 Penalty: 4091.140625
	Iteration 50Q: 3 clusters Score -443724.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -443756.875000 Penalty: 4091.140625
	Iteration 51Q: 3 clusters Score -443756.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -443795.500000 Penalty: 4091.140625
	Iteration 52Q: 3 clusters Score -443795.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -443836.468750 Penalty: 4091.140625
	Iteration 53Q: 3 clusters Score -443836.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -443889.062500 Penalty: 4091.140625
	Iteration 54Q: 3 clusters Score -443889.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -443926.343750 Penalty: 4091.140625
	Iteration 55Q: 3 clusters Score -443926.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -443962.125000 Penalty: 4091.140625
	Iteration 56Q: 3 clusters Score -443962.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -443986.500000 Penalty: 4091.140625
	Iteration 57Q: 3 clusters Score -443986.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -444013.625000 Penalty: 4091.140625
	Iteration 58Q: 3 clusters Score -444013.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -444037.437500 Penalty: 4091.140625
	Iteration 59Q: 3 clusters Score -444037.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -444055.000000 Penalty: 4091.140625
	Iteration 60F: 3 clusters Score -444055 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -444066.031250 Penalty: 4091.140625
	Iteration 61Q: 3 clusters Score -444066 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -444072.000000 Penalty: 4091.140625
	Iteration 62Q: 3 clusters Score -444072 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -444075.281250 Penalty: 4091.140625
	Iteration 63Q: 3 clusters Score -444075.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -444080.968750 Penalty: 4091.140625
	Iteration 64Q: 3 clusters Score -444081 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -444084.343750 Penalty: 4091.140625
	Iteration 65Q: 3 clusters Score -444084.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -444087.500000 Penalty: 4091.140625
	Iteration 66Q: 3 clusters Score -444087.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -444093.375000 Penalty: 4091.140625
	Iteration 67Q: 3 clusters Score -444093.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -444100.625000 Penalty: 4091.140625
	Iteration 68Q: 3 clusters Score -444100.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -444103.593750 Penalty: 4091.140625
	Iteration 69Q: 3 clusters Score -444103.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -444107.000000 Penalty: 4091.140625
	Iteration 70Q: 3 clusters Score -444107 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -444109.968750 Penalty: 4091.140625
	Iteration 71Q: 3 clusters Score -444110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -444111.031250 Penalty: 4091.140625
	Iteration 72Q: 3 clusters Score -444111 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -444111.625000 Penalty: 4091.140625
	Iteration 73Q: 3 clusters Score -444111.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -444113.062500 Penalty: 4091.140625
	Iteration 74Q: 3 clusters Score -444113.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -444112.937500 Penalty: 4091.140625
	Iteration 75Q: 3 clusters Score -444112.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -444114.343750 Penalty: 4091.140625
	Iteration 76Q: 3 clusters Score -444114.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -444114.937500 Penalty: 4091.140625
	Iteration 77Q: 3 clusters Score -444114.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -444114.937500 Penalty: 4091.140625
	Iteration 78F: 3 clusters Score -444114.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Entering Unmasked Estep 
Score: -196012.671875 Penalty: 1887.122925
	Iteration 0F: 2 clusters Score -196012.7 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 1011 members 
Entering Unmasked Estep 
Score: -193418.937500 Penalty: 3774.245850
	Iteration 0F: 3 clusters Score -193418.9 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -193926.031250 Penalty: 3774.245850
	Iteration 1F: 3 clusters Score -193926 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -194138.687500 Penalty: 3774.245850
	Iteration 2F: 3 clusters Score -194138.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -194302.875000 Penalty: 3774.245850
	Iteration 3F: 3 clusters Score -194302.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -194493.609375 Penalty: 3774.245850
	Iteration 4F: 3 clusters Score -194493.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -194748.406250 Penalty: 3774.245850
	Iteration 5F: 3 clusters Score -194748.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -195085.625000 Penalty: 3774.245850
	Iteration 6F: 3 clusters Score -195085.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -195259.171875 Penalty: 3774.245850
	Iteration 7F: 3 clusters Score -195259.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -195374.796875 Penalty: 3774.245850
	Iteration 8Q: 3 clusters Score -195374.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -195431.343750 Penalty: 3774.245850
	Iteration 9Q: 3 clusters Score -195431.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -195465.343750 Penalty: 3774.245850
	Iteration 10Q: 3 clusters Score -195465.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -195494.421875 Penalty: 3774.245850
	Iteration 11Q: 3 clusters Score -195494.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -195534.859375 Penalty: 3774.245850
	Iteration 12Q: 3 clusters Score -195534.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -195583.437500 Penalty: 3774.245850
	Iteration 13Q: 3 clusters Score -195583.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -195664.578125 Penalty: 3774.245850
	Iteration 14Q: 3 clusters Score -195664.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -195798.531250 Penalty: 3774.245850
	Iteration 15Q: 3 clusters Score -195798.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -196010.765625 Penalty: 3774.245850
	Iteration 16Q: 3 clusters Score -196010.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -196183.468750 Penalty: 3774.245850
	Iteration 17Q: 3 clusters Score -196183.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -196213.031250 Penalty: 3774.245850
	Iteration 18Q: 3 clusters Score -196213 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -196225.031250 Penalty: 3774.245850
	Iteration 19Q: 3 clusters Score -196225 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -196238.437500 Penalty: 3774.245850
	Iteration 20F: 3 clusters Score -196238.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -196256.656250 Penalty: 3774.245850
	Iteration 21Q: 3 clusters Score -196256.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -196264.265625 Penalty: 3774.245850
	Iteration 22Q: 3 clusters Score -196264.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -196271.609375 Penalty: 3774.245850
	Iteration 23Q: 3 clusters Score -196271.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -196287.812500 Penalty: 3774.245850
	Iteration 24Q: 3 clusters Score -196287.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -196300.687500 Penalty: 3774.245850
	Iteration 25Q: 3 clusters Score -196300.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -196318.234375 Penalty: 3774.245850
	Iteration 26Q: 3 clusters Score -196318.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -196337.062500 Penalty: 3774.245850
	Iteration 27Q: 3 clusters Score -196337.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -196363.640625 Penalty: 3774.245850
	Iteration 28Q: 3 clusters Score -196363.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -196380.484375 Penalty: 3774.245850
	Iteration 29Q: 3 clusters Score -196380.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -196392.203125 Penalty: 3774.245850
	Iteration 30Q: 3 clusters Score -196392.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -196400.515625 Penalty: 3774.245850
	Iteration 31Q: 3 clusters Score -196400.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -196406.140625 Penalty: 3774.245850
	Iteration 32Q: 3 clusters Score -196406.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -196412.000000 Penalty: 3774.245850
	Iteration 33Q: 3 clusters Score -196412 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -196412.218750 Penalty: 3774.245850
	Iteration 34F: 3 clusters Score -196412.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -196415.343750 Penalty: 3774.245850
	Iteration 35Q: 3 clusters Score -196415.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -196418.281250 Penalty: 3774.245850
	Iteration 36Q: 3 clusters Score -196418.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -196419.953125 Penalty: 3774.245850
	Iteration 37Q: 3 clusters Score -196420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -196421.578125 Penalty: 3774.245850
	Iteration 38Q: 3 clusters Score -196421.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -196422.937500 Penalty: 3774.245850
	Iteration 39Q: 3 clusters Score -196422.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -196431.296875 Penalty: 3774.245850
	Iteration 40F: 3 clusters Score -196431.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -196438.171875 Penalty: 3774.245850
	Iteration 41Q: 3 clusters Score -196438.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -196438.171875 Penalty: 3774.245850
	Iteration 42F: 3 clusters Score -196438.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 952 members 
Mstep: Class 3 contains 213167 members 
Mstep: Class 4 contains 12484 members 
Mstep: Class 5 contains 86752 members 
Mstep: Class 6 contains 15934 members 
Mstep: Class 7 contains 11340 members 
Mstep: Class 8 contains 20177 members 
Mstep: Class 9 contains 7229 members 
Mstep: Class 10 contains 43266 members 
Mstep: Class 11 contains 7965 members 
Mstep: Class 12 contains 36815 members 
Mstep: Class 13 contains 5025 members 
Mstep: Class 14 contains 4100 members 
Mstep: Class 15 contains 9148 members 
Mstep: Class 16 contains 30305 members 
Mstep: Class 17 contains 10245 members 
Mstep: Class 18 contains 1181 members 
Mstep: Class 19 contains 35205 members 
Mstep: Class 20 contains 119063 members 
Mstep: Class 21 contains 75830 members 
Mstep: Class 22 contains 1511 members 
Mstep: Class 23 contains 1348 members 
Mstep: Class 24 contains 228835 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 4184 members 
Mstep: Class 27 contains 71322 members 
Mstep: Class 28 contains 25578 members 
Mstep: Class 29 contains 4146 members 
Mstep: Class 30 contains 6528 members 
Mstep: Class 31 contains 3821 members 
Mstep: Class 32 contains 710 members 
Mstep: Class 33 contains 5112 members 
Mstep: Class 34 contains 237914 members 
Mstep: Class 35 contains 17025 members 
Mstep: Class 36 contains 1307 members 
Entering Unmasked Estep 
Score: -155651296.000000 Penalty: 126091.726562
Splitting cluster 32 changes total score from -155652768.000000 to -155651296.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (5112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Entering Unmasked Estep 
Score: -539182.500000 Penalty: 2117.757812
	Iteration 0F: 2 clusters Score -539182.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -534620.937500 Penalty: 4235.515625
	Iteration 0F: 3 clusters Score -534620.9 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -536020.250000 Penalty: 4235.515625
	Iteration 1F: 3 clusters Score -536020.2 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -536503.937500 Penalty: 4235.515625
	Iteration 2F: 3 clusters Score -536503.9 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -536869.187500 Penalty: 4235.515625
	Iteration 3F: 3 clusters Score -536869.2 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -537205.000000 Penalty: 4235.515625
	Iteration 4F: 3 clusters Score -537205 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -537546.437500 Penalty: 4235.515625
	Iteration 5F: 3 clusters Score -537546.4 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -537833.000000 Penalty: 4235.515625
	Iteration 6F: 3 clusters Score -537833 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -538042.375000 Penalty: 4235.515625
	Iteration 7Q: 3 clusters Score -538042.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -538215.312500 Penalty: 4235.515625
	Iteration 8Q: 3 clusters Score -538215.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -538355.062500 Penalty: 4235.515625
	Iteration 9Q: 3 clusters Score -538355.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -538480.312500 Penalty: 4235.515625
	Iteration 10Q: 3 clusters Score -538480.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -538610.437500 Penalty: 4235.515625
	Iteration 11Q: 3 clusters Score -538610.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -538721.875000 Penalty: 4235.515625
	Iteration 12Q: 3 clusters Score -538721.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -538791.750000 Penalty: 4235.515625
	Iteration 13Q: 3 clusters Score -538791.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -538827.500000 Penalty: 4235.515625
	Iteration 14Q: 3 clusters Score -538827.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -538860.312500 Penalty: 4235.515625
	Iteration 15Q: 3 clusters Score -538860.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -538880.625000 Penalty: 4235.515625
	Iteration 16Q: 3 clusters Score -538880.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -538896.312500 Penalty: 4235.515625
	Iteration 17Q: 3 clusters Score -538896.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -538913.875000 Penalty: 4235.515625
	Iteration 18Q: 3 clusters Score -538913.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -538927.812500 Penalty: 4235.515625
	Iteration 19Q: 3 clusters Score -538927.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -538936.875000 Penalty: 4235.515625
	Iteration 20F: 3 clusters Score -538936.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -538943.562500 Penalty: 4235.515625
	Iteration 21Q: 3 clusters Score -538943.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -538948.187500 Penalty: 4235.515625
	Iteration 22Q: 3 clusters Score -538948.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -538949.312500 Penalty: 4235.515625
	Iteration 23Q: 3 clusters Score -538949.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -538950.312500 Penalty: 4235.515625
	Iteration 24Q: 3 clusters Score -538950.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -538950.312500 Penalty: 4235.515625
	Iteration 25F: 3 clusters Score -538950.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (237914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237914 members 
Entering Unmasked Estep 
Score: -28101024.000000 Penalty: 3070.156738
	Iteration 0F: 2 clusters Score -2.810102e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118780 members 
Mstep: Class 2 contains 119134 members 
Entering Unmasked Estep 
Score: -27949532.000000 Penalty: 6140.313477
	Iteration 0F: 3 clusters Score -2.794953e+07 nChanged 114953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112509 members 
Mstep: Class 2 contains 125405 members 
Entering Unmasked Estep 
Score: -28017882.000000 Penalty: 6140.313477
	Iteration 1F: 3 clusters Score -2.801788e+07 nChanged 7058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108337 members 
Mstep: Class 2 contains 129577 members 
Entering Unmasked Estep 
Score: -28019532.000000 Penalty: 6140.313477
	Iteration 2Q: 3 clusters Score -2.801953e+07 nChanged 9056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101717 members 
Mstep: Class 2 contains 136197 members 
Entering Unmasked Estep 
Score: -28022470.000000 Penalty: 6140.313477
	Iteration 3Q: 3 clusters Score -2.802247e+07 nChanged 11965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91774 members 
Mstep: Class 2 contains 146140 members 
Entering Unmasked Estep 
Score: -28027830.000000 Penalty: 6140.313477
	Iteration 4F: 3 clusters Score -2.802783e+07 nChanged 15596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77844 members 
Mstep: Class 2 contains 160070 members 
Entering Unmasked Estep 
Score: -28036788.000000 Penalty: 6140.313477
	Iteration 5F: 3 clusters Score -2.803679e+07 nChanged 18867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60253 members 
Mstep: Class 2 contains 177661 members 
Entering Unmasked Estep 
Score: -28049536.000000 Penalty: 6140.313477
	Iteration 6F: 3 clusters Score -2.804954e+07 nChanged 19507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41408 members 
Mstep: Class 2 contains 196506 members 
Entering Unmasked Estep 
Score: -28063660.000000 Penalty: 6140.313477
	Iteration 7F: 3 clusters Score -2.806366e+07 nChanged 16480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25102 members 
Mstep: Class 2 contains 212812 members 
Entering Unmasked Estep 
Score: -28077548.000000 Penalty: 6140.313477
	Iteration 8F: 3 clusters Score -2.807755e+07 nChanged 11319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13821 members 
Mstep: Class 2 contains 224093 members 
Entering Unmasked Estep 
Score: -28087806.000000 Penalty: 6140.313477
	Iteration 9Q: 3 clusters Score -2.808781e+07 nChanged 6077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 230136 members 
Entering Unmasked Estep 
Score: -28093602.000000 Penalty: 6140.313477
	Iteration 10Q: 3 clusters Score -2.80936e+07 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 232704 members 
Entering Unmasked Estep 
Score: -28096646.000000 Penalty: 6140.313477
	Iteration 11Q: 3 clusters Score -2.809665e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 233605 members 
Entering Unmasked Estep 
Score: -28098022.000000 Penalty: 6140.313477
	Iteration 12Q: 3 clusters Score -2.809802e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 233982 members 
Entering Unmasked Estep 
Score: -28098702.000000 Penalty: 6140.313477
	Iteration 13Q: 3 clusters Score -2.80987e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 234206 members 
Entering Unmasked Estep 
Score: -28099006.000000 Penalty: 6140.313477
	Iteration 14Q: 3 clusters Score -2.809901e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 234362 members 
Entering Unmasked Estep 
Score: -28099112.000000 Penalty: 6140.313477
	Iteration 15Q: 3 clusters Score -2.809911e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 234507 members 
Entering Unmasked Estep 
Score: -28099178.000000 Penalty: 6140.313477
	Iteration 16Q: 3 clusters Score -2.809918e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 234623 members 
Entering Unmasked Estep 
Score: -28099264.000000 Penalty: 6140.313477
	Iteration 17Q: 3 clusters Score -2.809926e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 234709 members 
Entering Unmasked Estep 
Score: -28099300.000000 Penalty: 6140.313477
	Iteration 18Q: 3 clusters Score -2.80993e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 234770 members 
Entering Unmasked Estep 
Score: -28099300.000000 Penalty: 6140.313477
	Iteration 19Q: 3 clusters Score -2.80993e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 234826 members 
Entering Unmasked Estep 
Score: -28099344.000000 Penalty: 6140.313477
	Iteration 20F: 3 clusters Score -2.809934e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 234865 members 
Entering Unmasked Estep 
Score: -28099390.000000 Penalty: 6140.313477
	Iteration 21Q: 3 clusters Score -2.809939e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 234904 members 
Entering Unmasked Estep 
Score: -28099340.000000 Penalty: 6140.313477
	Iteration 22Q: 3 clusters Score -2.809934e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 234941 members 
Entering Unmasked Estep 
Score: -28099344.000000 Penalty: 6140.313477
	Iteration 23Q: 3 clusters Score -2.809934e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 234973 members 
Entering Unmasked Estep 
Score: -28099384.000000 Penalty: 6140.313477
	Iteration 24Q: 3 clusters Score -2.809938e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 234988 members 
Entering Unmasked Estep 
Score: -28099398.000000 Penalty: 6140.313477
	Iteration 25Q: 3 clusters Score -2.80994e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 235009 members 
Entering Unmasked Estep 
Score: -28099396.000000 Penalty: 6140.313477
	Iteration 26Q: 3 clusters Score -2.80994e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 235018 members 
Entering Unmasked Estep 
Score: -28099384.000000 Penalty: 6140.313477
	Iteration 27Q: 3 clusters Score -2.809938e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 235033 members 
Entering Unmasked Estep 
Score: -28099370.000000 Penalty: 6140.313477
	Iteration 28Q: 3 clusters Score -2.809937e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 235041 members 
Entering Unmasked Estep 
Score: -28099356.000000 Penalty: 6140.313477
	Iteration 29Q: 3 clusters Score -2.809936e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 235046 members 
Entering Unmasked Estep 
Score: -28099354.000000 Penalty: 6140.313477
	Iteration 30Q: 3 clusters Score -2.809935e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 235049 members 
Entering Unmasked Estep 
Score: -28099364.000000 Penalty: 6140.313477
	Iteration 31Q: 3 clusters Score -2.809936e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 235052 members 
Entering Unmasked Estep 
Score: -28099360.000000 Penalty: 6140.313477
	Iteration 32Q: 3 clusters Score -2.809936e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 235052 members 
Entering Unmasked Estep 
Score: -28099360.000000 Penalty: 6140.313477
	Iteration 33F: 3 clusters Score -2.809936e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (17025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17025 members 
Entering Unmasked Estep 
Score: -1956134.250000 Penalty: 2416.124756
	Iteration 0F: 2 clusters Score -1956134 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -1944034.125000 Penalty: 4832.249512
	Iteration 0F: 3 clusters Score -1944034 nChanged 7386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -1948062.500000 Penalty: 4832.249512
	Iteration 1F: 3 clusters Score -1948062 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -1948484.000000 Penalty: 4832.249512
	Iteration 2F: 3 clusters Score -1948484 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -1948858.000000 Penalty: 4832.249512
	Iteration 3Q: 3 clusters Score -1948858 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -1949188.375000 Penalty: 4832.249512
	Iteration 4Q: 3 clusters Score -1949188 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -1949542.250000 Penalty: 4832.249512
	Iteration 5Q: 3 clusters Score -1949542 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -1949883.375000 Penalty: 4832.249512
	Iteration 6Q: 3 clusters Score -1949883 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -1950262.500000 Penalty: 4832.249512
	Iteration 7Q: 3 clusters Score -1950262 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -1950639.750000 Penalty: 4832.249512
	Iteration 8Q: 3 clusters Score -1950640 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12182 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -1951013.625000 Penalty: 4832.249512
	Iteration 9Q: 3 clusters Score -1951014 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12751 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -1951448.000000 Penalty: 4832.249512
	Iteration 10Q: 3 clusters Score -1951448 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13351 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -1951915.875000 Penalty: 4832.249512
	Iteration 11Q: 3 clusters Score -1951916 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13923 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -1952394.500000 Penalty: 4832.249512
	Iteration 12Q: 3 clusters Score -1952394 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14444 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -1952870.125000 Penalty: 4832.249512
	Iteration 13Q: 3 clusters Score -1952870 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14859 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -1953237.375000 Penalty: 4832.249512
	Iteration 14Q: 3 clusters Score -1953237 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15151 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -1953480.000000 Penalty: 4832.249512
	Iteration 15Q: 3 clusters Score -1953480 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15357 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1953636.750000 Penalty: 4832.249512
	Iteration 16Q: 3 clusters Score -1953637 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15532 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1953766.625000 Penalty: 4832.249512
	Iteration 17Q: 3 clusters Score -1953767 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15666 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1953858.875000 Penalty: 4832.249512
	Iteration 18Q: 3 clusters Score -1953859 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15763 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1953937.625000 Penalty: 4832.249512
	Iteration 19Q: 3 clusters Score -1953938 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15836 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1954003.000000 Penalty: 4832.249512
	Iteration 20F: 3 clusters Score -1954003 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15895 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1954052.750000 Penalty: 4832.249512
	Iteration 21Q: 3 clusters Score -1954053 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15946 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1954085.125000 Penalty: 4832.249512
	Iteration 22Q: 3 clusters Score -1954085 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15980 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1954109.750000 Penalty: 4832.249512
	Iteration 23Q: 3 clusters Score -1954110 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15998 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1954132.875000 Penalty: 4832.249512
	Iteration 24Q: 3 clusters Score -1954133 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16015 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1954146.625000 Penalty: 4832.249512
	Iteration 25Q: 3 clusters Score -1954147 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16035 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1954162.500000 Penalty: 4832.249512
	Iteration 26Q: 3 clusters Score -1954162 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16047 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1954167.250000 Penalty: 4832.249512
	Iteration 27Q: 3 clusters Score -1954167 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16054 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1954170.750000 Penalty: 4832.249512
	Iteration 28Q: 3 clusters Score -1954171 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16063 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1954178.875000 Penalty: 4832.249512
	Iteration 29Q: 3 clusters Score -1954179 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16069 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1954183.250000 Penalty: 4832.249512
	Iteration 30Q: 3 clusters Score -1954183 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16074 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1954183.500000 Penalty: 4832.249512
	Iteration 31Q: 3 clusters Score -1954184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16075 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1954185.250000 Penalty: 4832.249512
	Iteration 32Q: 3 clusters Score -1954185 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1954185.875000 Penalty: 4832.249512
	Iteration 33Q: 3 clusters Score -1954186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16080 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1954189.125000 Penalty: 4832.249512
	Iteration 34Q: 3 clusters Score -1954189 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16087 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1954192.625000 Penalty: 4832.249512
	Iteration 35Q: 3 clusters Score -1954193 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16093 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1954192.875000 Penalty: 4832.249512
	Iteration 36Q: 3 clusters Score -1954193 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16094 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1954192.125000 Penalty: 4832.249512
	Iteration 37Q: 3 clusters Score -1954192 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16094 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1954192.125000 Penalty: 4832.249512
	Iteration 38F: 3 clusters Score -1954192 nChanged 0
--- Evaluating fit on full set of 4080746 points ---
Entering Unmasked Estep 
Score: -474492416.000000 Penalty: 132125.140625
23->36 Clusters: Score -474492416.000000, best is -474469920.000000
THE BEST YET!

Starting from 24 clusters...
Entering ConstructFrom: 
--- Running on subset of 1360248 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59116 members 
Mstep: Class 2 contains 59129 members 
Mstep: Class 3 contains 58867 members 
Mstep: Class 4 contains 58883 members 
Mstep: Class 5 contains 58962 members 
Mstep: Class 6 contains 59123 members 
Mstep: Class 7 contains 59049 members 
Mstep: Class 8 contains 59176 members 
Mstep: Class 9 contains 59193 members 
Mstep: Class 10 contains 59342 members 
Mstep: Class 11 contains 59296 members 
Mstep: Class 12 contains 58849 members 
Mstep: Class 13 contains 59503 members 
Mstep: Class 14 contains 59323 members 
Mstep: Class 15 contains 59071 members 
Mstep: Class 16 contains 58961 members 
Mstep: Class 17 contains 59228 members 
Mstep: Class 18 contains 59027 members 
Mstep: Class 19 contains 59015 members 
Mstep: Class 20 contains 59563 members 
Mstep: Class 21 contains 58938 members 
Mstep: Class 22 contains 59118 members 
Mstep: Class 23 contains 59516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 1101.104126 but Gain 3502.546875
Score: -146545936.000000 Penalty: 77056.054688
Iteration 0F: 23 clusters Score -1.465459e+08 nChanged 1293910
Entering Unmasked Mstep 
Mstep: Class 0 contains 1698 members 
Mstep: Class 1 contains 47908 members 
Mstep: Class 2 contains 72913 members 
Mstep: Class 4 contains 112844 members 
Mstep: Class 5 contains 36119 members 
Mstep: Class 6 contains 56582 members 
Mstep: Class 7 contains 118706 members 
Mstep: Class 8 contains 72202 members 
Mstep: Class 9 contains 55414 members 
Mstep: Class 10 contains 146957 members 
Mstep: Class 11 contains 64692 members 
Mstep: Class 12 contains 49122 members 
Mstep: Class 13 contains 38594 members 
Mstep: Class 14 contains 44576 members 
Mstep: Class 15 contains 40142 members 
Mstep: Class 16 contains 39104 members 
Mstep: Class 17 contains 70041 members 
Mstep: Class 18 contains 27996 members 
Mstep: Class 19 contains 32140 members 
Mstep: Class 20 contains 56228 members 
Mstep: Class 21 contains 24943 members 
Mstep: Class 22 contains 43562 members 
Mstep: Class 23 contains 107765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151966016.000000 Penalty: 77056.054688
Iteration 1F: 23 clusters Score -1.51966e+08 nChanged 567814
Entering Unmasked Mstep 
Mstep: Class 0 contains 1233 members 
Mstep: Class 1 contains 22647 members 
Mstep: Class 2 contains 76584 members 
Mstep: Class 4 contains 213734 members 
Mstep: Class 5 contains 26810 members 
Mstep: Class 6 contains 50638 members 
Mstep: Class 7 contains 85718 members 
Mstep: Class 8 contains 77332 members 
Mstep: Class 9 contains 64647 members 
Mstep: Class 10 contains 268972 members 
Mstep: Class 11 contains 58083 members 
Mstep: Class 12 contains 42023 members 
Mstep: Class 13 contains 16131 members 
Mstep: Class 14 contains 47421 members 
Mstep: Class 15 contains 26258 members 
Mstep: Class 16 contains 19095 members 
Mstep: Class 17 contains 42245 members 
Mstep: Class 18 contains 22571 members 
Mstep: Class 19 contains 23603 members 
Mstep: Class 20 contains 23623 members 
Mstep: Class 21 contains 15918 members 
Mstep: Class 22 contains 17741 members 
Mstep: Class 23 contains 117221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153233440.000000 Penalty: 77056.054688
Iteration 2F: 23 clusters Score -1.532334e+08 nChanged 364123
Entering Unmasked Mstep 
Mstep: Class 0 contains 1109 members 
Mstep: Class 1 contains 13040 members 
Mstep: Class 2 contains 88729 members 
Mstep: Class 4 contains 260339 members 
Mstep: Class 5 contains 21013 members 
Mstep: Class 6 contains 56899 members 
Mstep: Class 7 contains 60069 members 
Mstep: Class 8 contains 77677 members 
Mstep: Class 9 contains 68249 members 
Mstep: Class 10 contains 307726 members 
Mstep: Class 11 contains 44211 members 
Mstep: Class 12 contains 25960 members 
Mstep: Class 13 contains 10199 members 
Mstep: Class 14 contains 43039 members 
Mstep: Class 15 contains 17765 members 
Mstep: Class 16 contains 11418 members 
Mstep: Class 17 contains 26273 members 
Mstep: Class 18 contains 20615 members 
Mstep: Class 19 contains 41604 members 
Mstep: Class 20 contains 14697 members 
Mstep: Class 21 contains 13699 members 
Mstep: Class 22 contains 6437 members 
Mstep: Class 23 contains 129481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153855136.000000 Penalty: 77056.054688
Iteration 3F: 23 clusters Score -1.538551e+08 nChanged 303676
Entering Unmasked Mstep 
Mstep: Class 0 contains 663 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 116402 members 
Mstep: Class 4 contains 280961 members 
Mstep: Class 5 contains 16819 members 
Mstep: Class 6 contains 62414 members 
Mstep: Class 7 contains 37020 members 
Mstep: Class 8 contains 87038 members 
Mstep: Class 9 contains 66792 members 
Mstep: Class 10 contains 301573 members 
Mstep: Class 11 contains 28466 members 
Mstep: Class 12 contains 12462 members 
Mstep: Class 13 contains 6290 members 
Mstep: Class 14 contains 43732 members 
Mstep: Class 15 contains 11527 members 
Mstep: Class 16 contains 9300 members 
Mstep: Class 17 contains 18619 members 
Mstep: Class 18 contains 17726 members 
Mstep: Class 19 contains 77079 members 
Mstep: Class 20 contains 8763 members 
Mstep: Class 21 contains 11206 members 
Mstep: Class 22 contains 2497 members 
Mstep: Class 23 contains 136397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 22. Lose 2757.977539 but Gain 3502.546875
Score: -154386176.000000 Penalty: 73553.507812
Iteration 4F: 22 clusters Score -1.543862e+08 nChanged 238976
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 139327 members 
Mstep: Class 4 contains 279122 members 
Mstep: Class 5 contains 14239 members 
Mstep: Class 6 contains 65448 members 
Mstep: Class 7 contains 21741 members 
Mstep: Class 8 contains 99119 members 
Mstep: Class 9 contains 63398 members 
Mstep: Class 10 contains 287654 members 
Mstep: Class 11 contains 16323 members 
Mstep: Class 12 contains 4489 members 
Mstep: Class 13 contains 4106 members 
Mstep: Class 14 contains 46401 members 
Mstep: Class 15 contains 8387 members 
Mstep: Class 16 contains 9242 members 
Mstep: Class 17 contains 14595 members 
Mstep: Class 18 contains 15432 members 
Mstep: Class 19 contains 113638 members 
Mstep: Class 20 contains 5245 members 
Mstep: Class 21 contains 8826 members 
Mstep: Class 23 contains 140229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 2997.246826 but Gain 3502.546875
Score: -154746896.000000 Penalty: 70050.960938
Iteration 5F: 21 clusters Score -1.547469e+08 nChanged 172455
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 147332 members 
Mstep: Class 4 contains 263873 members 
Mstep: Class 5 contains 12831 members 
Mstep: Class 6 contains 66616 members 
Mstep: Class 7 contains 15211 members 
Mstep: Class 8 contains 105121 members 
Mstep: Class 9 contains 59480 members 
Mstep: Class 10 contains 290569 members 
Mstep: Class 11 contains 9095 members 
Mstep: Class 12 contains 1988 members 
Mstep: Class 13 contains 3444 members 
Mstep: Class 14 contains 46345 members 
Mstep: Class 15 contains 7269 members 
Mstep: Class 16 contains 10496 members 
Mstep: Class 17 contains 14655 members 
Mstep: Class 18 contains 13663 members 
Mstep: Class 19 contains 141250 members 
Mstep: Class 21 contains 6879 members 
Mstep: Class 23 contains 141810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154964544.000000 Penalty: 70050.960938
Iteration 6F: 21 clusters Score -1.549645e+08 nChanged 122247
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 145583 members 
Mstep: Class 4 contains 243947 members 
Mstep: Class 5 contains 12870 members 
Mstep: Class 6 contains 66725 members 
Mstep: Class 7 contains 13021 members 
Mstep: Class 8 contains 107220 members 
Mstep: Class 9 contains 56373 members 
Mstep: Class 10 contains 297009 members 
Mstep: Class 11 contains 5465 members 
Mstep: Class 12 contains 1508 members 
Mstep: Class 13 contains 3678 members 
Mstep: Class 14 contains 45627 members 
Mstep: Class 15 contains 6923 members 
Mstep: Class 16 contains 11724 members 
Mstep: Class 17 contains 15889 members 
Mstep: Class 18 contains 12599 members 
Mstep: Class 19 contains 162635 members 
Mstep: Class 21 contains 5324 members 
Mstep: Class 23 contains 142957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155083968.000000 Penalty: 70050.960938
Iteration 7F: 21 clusters Score -1.55084e+08 nChanged 93485
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 143661 members 
Mstep: Class 4 contains 226786 members 
Mstep: Class 5 contains 13675 members 
Mstep: Class 6 contains 66302 members 
Mstep: Class 7 contains 12517 members 
Mstep: Class 8 contains 108324 members 
Mstep: Class 9 contains 54471 members 
Mstep: Class 10 contains 297229 members 
Mstep: Class 11 contains 3550 members 
Mstep: Class 12 contains 1405 members 
Mstep: Class 13 contains 4517 members 
Mstep: Class 14 contains 45892 members 
Mstep: Class 15 contains 6951 members 
Mstep: Class 16 contains 13184 members 
Mstep: Class 17 contains 17332 members 
Mstep: Class 18 contains 11760 members 
Mstep: Class 19 contains 181181 members 
Mstep: Class 21 contains 4313 members 
Mstep: Class 23 contains 143058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 2864.549805 but Gain 3502.546875
Score: -155175984.000000 Penalty: 66548.414062
Iteration 8F: 20 clusters Score -1.55176e+08 nChanged 76070
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 143471 members 
Mstep: Class 4 contains 216129 members 
Mstep: Class 5 contains 14689 members 
Mstep: Class 6 contains 65734 members 
Mstep: Class 7 contains 12695 members 
Mstep: Class 8 contains 108945 members 
Mstep: Class 9 contains 53220 members 
Mstep: Class 10 contains 294691 members 
Mstep: Class 12 contains 1380 members 
Mstep: Class 13 contains 5429 members 
Mstep: Class 14 contains 46791 members 
Mstep: Class 15 contains 7234 members 
Mstep: Class 16 contains 14728 members 
Mstep: Class 17 contains 18475 members 
Mstep: Class 18 contains 11036 members 
Mstep: Class 19 contains 194695 members 
Mstep: Class 21 contains 3809 members 
Mstep: Class 23 contains 142198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155243104.000000 Penalty: 66548.414062
Iteration 9F: 20 clusters Score -1.552431e+08 nChanged 56941
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 142999 members 
Mstep: Class 4 contains 210381 members 
Mstep: Class 5 contains 15662 members 
Mstep: Class 6 contains 65085 members 
Mstep: Class 7 contains 13101 members 
Mstep: Class 8 contains 107817 members 
Mstep: Class 9 contains 52284 members 
Mstep: Class 10 contains 291759 members 
Mstep: Class 12 contains 1358 members 
Mstep: Class 13 contains 5867 members 
Mstep: Class 14 contains 47592 members 
Mstep: Class 15 contains 7586 members 
Mstep: Class 16 contains 15868 members 
Mstep: Class 17 contains 19079 members 
Mstep: Class 18 contains 10799 members 
Mstep: Class 19 contains 202601 members 
Mstep: Class 21 contains 3598 members 
Mstep: Class 23 contains 141320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155281344.000000 Penalty: 66548.414062
Iteration 10Q: 20 clusters Score -1.552813e+08 nChanged 44393
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 142684 members 
Mstep: Class 4 contains 207133 members 
Mstep: Class 5 contains 16495 members 
Mstep: Class 6 contains 64199 members 
Mstep: Class 7 contains 13508 members 
Mstep: Class 8 contains 106606 members 
Mstep: Class 9 contains 51525 members 
Mstep: Class 10 contains 289668 members 
Mstep: Class 12 contains 1383 members 
Mstep: Class 13 contains 6032 members 
Mstep: Class 14 contains 48068 members 
Mstep: Class 15 contains 7871 members 
Mstep: Class 16 contains 16673 members 
Mstep: Class 17 contains 19285 members 
Mstep: Class 18 contains 11103 members 
Mstep: Class 19 contains 207441 members 
Mstep: Class 21 contains 3490 members 
Mstep: Class 23 contains 141055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155307408.000000 Penalty: 66548.414062
Iteration 11Q: 20 clusters Score -1.553074e+08 nChanged 35493
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 142295 members 
Mstep: Class 4 contains 204916 members 
Mstep: Class 5 contains 17187 members 
Mstep: Class 6 contains 62976 members 
Mstep: Class 7 contains 13789 members 
Mstep: Class 8 contains 105630 members 
Mstep: Class 9 contains 50929 members 
Mstep: Class 10 contains 288369 members 
Mstep: Class 12 contains 1446 members 
Mstep: Class 13 contains 6012 members 
Mstep: Class 14 contains 48350 members 
Mstep: Class 15 contains 8116 members 
Mstep: Class 16 contains 17230 members 
Mstep: Class 17 contains 19257 members 
Mstep: Class 18 contains 12020 members 
Mstep: Class 19 contains 210821 members 
Mstep: Class 21 contains 3460 members 
Mstep: Class 23 contains 141072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155323392.000000 Penalty: 66548.414062
Iteration 12Q: 20 clusters Score -1.553234e+08 nChanged 29119
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 141550 members 
Mstep: Class 4 contains 203342 members 
Mstep: Class 5 contains 17738 members 
Mstep: Class 6 contains 61883 members 
Mstep: Class 7 contains 14041 members 
Mstep: Class 8 contains 105056 members 
Mstep: Class 9 contains 50429 members 
Mstep: Class 10 contains 287664 members 
Mstep: Class 12 contains 1527 members 
Mstep: Class 13 contains 5950 members 
Mstep: Class 14 contains 48431 members 
Mstep: Class 15 contains 8349 members 
Mstep: Class 16 contains 17631 members 
Mstep: Class 17 contains 19145 members 
Mstep: Class 18 contains 12903 members 
Mstep: Class 19 contains 213358 members 
Mstep: Class 21 contains 3462 members 
Mstep: Class 23 contains 141124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155334848.000000 Penalty: 66548.414062
Iteration 13Q: 20 clusters Score -1.553348e+08 nChanged 24701
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 140520 members 
Mstep: Class 4 contains 202190 members 
Mstep: Class 5 contains 18039 members 
Mstep: Class 6 contains 60990 members 
Mstep: Class 7 contains 14274 members 
Mstep: Class 8 contains 104715 members 
Mstep: Class 9 contains 50015 members 
Mstep: Class 10 contains 287469 members 
Mstep: Class 12 contains 1584 members 
Mstep: Class 13 contains 5942 members 
Mstep: Class 14 contains 48457 members 
Mstep: Class 15 contains 8645 members 
Mstep: Class 16 contains 17884 members 
Mstep: Class 17 contains 18905 members 
Mstep: Class 18 contains 13658 members 
Mstep: Class 19 contains 215426 members 
Mstep: Class 21 contains 3478 members 
Mstep: Class 23 contains 141180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155344064.000000 Penalty: 66548.414062
Iteration 14Q: 20 clusters Score -1.553441e+08 nChanged 21639
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 139283 members 
Mstep: Class 4 contains 201138 members 
Mstep: Class 5 contains 18176 members 
Mstep: Class 6 contains 60244 members 
Mstep: Class 7 contains 14513 members 
Mstep: Class 8 contains 104606 members 
Mstep: Class 9 contains 49702 members 
Mstep: Class 10 contains 287762 members 
Mstep: Class 12 contains 1634 members 
Mstep: Class 13 contains 5943 members 
Mstep: Class 14 contains 48338 members 
Mstep: Class 15 contains 8967 members 
Mstep: Class 16 contains 18074 members 
Mstep: Class 17 contains 18568 members 
Mstep: Class 18 contains 14316 members 
Mstep: Class 19 contains 217152 members 
Mstep: Class 21 contains 3518 members 
Mstep: Class 23 contains 141301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155352592.000000 Penalty: 66548.414062
Iteration 15Q: 20 clusters Score -1.553526e+08 nChanged 19500
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 137961 members 
Mstep: Class 4 contains 200282 members 
Mstep: Class 5 contains 18168 members 
Mstep: Class 6 contains 59671 members 
Mstep: Class 7 contains 14838 members 
Mstep: Class 8 contains 104806 members 
Mstep: Class 9 contains 49481 members 
Mstep: Class 10 contains 288387 members 
Mstep: Class 12 contains 1677 members 
Mstep: Class 13 contains 5907 members 
Mstep: Class 14 contains 48081 members 
Mstep: Class 15 contains 9338 members 
Mstep: Class 16 contains 18037 members 
Mstep: Class 17 contains 18253 members 
Mstep: Class 18 contains 14819 members 
Mstep: Class 19 contains 218417 members 
Mstep: Class 21 contains 3552 members 
Mstep: Class 23 contains 141449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155360688.000000 Penalty: 66548.414062
Iteration 16Q: 20 clusters Score -1.553607e+08 nChanged 17919
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 136245 members 
Mstep: Class 4 contains 199530 members 
Mstep: Class 5 contains 17953 members 
Mstep: Class 6 contains 59216 members 
Mstep: Class 7 contains 15268 members 
Mstep: Class 8 contains 105254 members 
Mstep: Class 9 contains 49324 members 
Mstep: Class 10 contains 289322 members 
Mstep: Class 12 contains 1703 members 
Mstep: Class 13 contains 5893 members 
Mstep: Class 14 contains 47841 members 
Mstep: Class 15 contains 9753 members 
Mstep: Class 16 contains 17747 members 
Mstep: Class 17 contains 17884 members 
Mstep: Class 18 contains 15202 members 
Mstep: Class 19 contains 219690 members 
Mstep: Class 21 contains 3595 members 
Mstep: Class 23 contains 141620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155367744.000000 Penalty: 66548.414062
Iteration 17Q: 20 clusters Score -1.553677e+08 nChanged 16594
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 134465 members 
Mstep: Class 4 contains 198896 members 
Mstep: Class 5 contains 17592 members 
Mstep: Class 6 contains 58785 members 
Mstep: Class 7 contains 15690 members 
Mstep: Class 8 contains 105644 members 
Mstep: Class 9 contains 49218 members 
Mstep: Class 10 contains 290583 members 
Mstep: Class 12 contains 1727 members 
Mstep: Class 13 contains 5881 members 
Mstep: Class 14 contains 47611 members 
Mstep: Class 15 contains 10236 members 
Mstep: Class 16 contains 17329 members 
Mstep: Class 17 contains 17531 members 
Mstep: Class 18 contains 15560 members 
Mstep: Class 19 contains 220833 members 
Mstep: Class 21 contains 3653 members 
Mstep: Class 23 contains 141743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155373344.000000 Penalty: 66548.414062
Iteration 18Q: 20 clusters Score -1.553733e+08 nChanged 15715
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 132743 members 
Mstep: Class 4 contains 198377 members 
Mstep: Class 5 contains 17122 members 
Mstep: Class 6 contains 58447 members 
Mstep: Class 7 contains 16071 members 
Mstep: Class 8 contains 105967 members 
Mstep: Class 9 contains 49140 members 
Mstep: Class 10 contains 292057 members 
Mstep: Class 12 contains 1744 members 
Mstep: Class 13 contains 5877 members 
Mstep: Class 14 contains 47306 members 
Mstep: Class 15 contains 10748 members 
Mstep: Class 16 contains 16920 members 
Mstep: Class 17 contains 17180 members 
Mstep: Class 18 contains 15833 members 
Mstep: Class 19 contains 221895 members 
Mstep: Class 21 contains 3710 members 
Mstep: Class 23 contains 141792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155378608.000000 Penalty: 66548.414062
Iteration 19Q: 20 clusters Score -1.553786e+08 nChanged 15409
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 130974 members 
Mstep: Class 4 contains 197949 members 
Mstep: Class 5 contains 16672 members 
Mstep: Class 6 contains 58163 members 
Mstep: Class 7 contains 16397 members 
Mstep: Class 8 contains 106287 members 
Mstep: Class 9 contains 49074 members 
Mstep: Class 10 contains 293552 members 
Mstep: Class 12 contains 1765 members 
Mstep: Class 13 contains 5872 members 
Mstep: Class 14 contains 47069 members 
Mstep: Class 15 contains 11275 members 
Mstep: Class 16 contains 16482 members 
Mstep: Class 17 contains 16781 members 
Mstep: Class 18 contains 16066 members 
Mstep: Class 19 contains 222978 members 
Mstep: Class 21 contains 3756 members 
Mstep: Class 23 contains 141772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155385376.000000 Penalty: 66548.414062
Iteration 20F: 20 clusters Score -1.553854e+08 nChanged 15424
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 129361 members 
Mstep: Class 4 contains 197576 members 
Mstep: Class 5 contains 16287 members 
Mstep: Class 6 contains 57968 members 
Mstep: Class 7 contains 16615 members 
Mstep: Class 8 contains 106424 members 
Mstep: Class 9 contains 49043 members 
Mstep: Class 10 contains 294882 members 
Mstep: Class 12 contains 1843 members 
Mstep: Class 13 contains 5896 members 
Mstep: Class 14 contains 46882 members 
Mstep: Class 15 contains 11799 members 
Mstep: Class 16 contains 16052 members 
Mstep: Class 17 contains 16418 members 
Mstep: Class 18 contains 16226 members 
Mstep: Class 19 contains 224090 members 
Mstep: Class 21 contains 3791 members 
Mstep: Class 23 contains 141704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155391584.000000 Penalty: 66548.414062
Iteration 21Q: 20 clusters Score -1.553916e+08 nChanged 15550
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 127917 members 
Mstep: Class 4 contains 197320 members 
Mstep: Class 5 contains 15936 members 
Mstep: Class 6 contains 57811 members 
Mstep: Class 7 contains 16860 members 
Mstep: Class 8 contains 106388 members 
Mstep: Class 9 contains 49039 members 
Mstep: Class 10 contains 296004 members 
Mstep: Class 12 contains 1868 members 
Mstep: Class 13 contains 5922 members 
Mstep: Class 14 contains 46877 members 
Mstep: Class 15 contains 12306 members 
Mstep: Class 16 contains 15606 members 
Mstep: Class 17 contains 16100 members 
Mstep: Class 18 contains 16362 members 
Mstep: Class 19 contains 225165 members 
Mstep: Class 21 contains 3810 members 
Mstep: Class 23 contains 141532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155397664.000000 Penalty: 66548.414062
Iteration 22Q: 20 clusters Score -1.553977e+08 nChanged 15673
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 126758 members 
Mstep: Class 4 contains 197130 members 
Mstep: Class 5 contains 15646 members 
Mstep: Class 6 contains 57687 members 
Mstep: Class 7 contains 17105 members 
Mstep: Class 8 contains 106190 members 
Mstep: Class 9 contains 49041 members 
Mstep: Class 10 contains 296782 members 
Mstep: Class 12 contains 1877 members 
Mstep: Class 13 contains 5959 members 
Mstep: Class 14 contains 47124 members 
Mstep: Class 15 contains 12759 members 
Mstep: Class 16 contains 15144 members 
Mstep: Class 17 contains 15814 members 
Mstep: Class 18 contains 16471 members 
Mstep: Class 19 contains 226184 members 
Mstep: Class 21 contains 3822 members 
Mstep: Class 23 contains 141294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155403264.000000 Penalty: 66548.414062
Iteration 23Q: 20 clusters Score -1.554033e+08 nChanged 15907
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 125931 members 
Mstep: Class 4 contains 197019 members 
Mstep: Class 5 contains 15432 members 
Mstep: Class 6 contains 57601 members 
Mstep: Class 7 contains 17293 members 
Mstep: Class 8 contains 105675 members 
Mstep: Class 9 contains 49067 members 
Mstep: Class 10 contains 297020 members 
Mstep: Class 12 contains 1881 members 
Mstep: Class 13 contains 5981 members 
Mstep: Class 14 contains 47858 members 
Mstep: Class 15 contains 13158 members 
Mstep: Class 16 contains 14716 members 
Mstep: Class 17 contains 15587 members 
Mstep: Class 18 contains 16548 members 
Mstep: Class 19 contains 227220 members 
Mstep: Class 21 contains 3828 members 
Mstep: Class 23 contains 140948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155408944.000000 Penalty: 66548.414062
Iteration 24Q: 20 clusters Score -1.554089e+08 nChanged 16258
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 125343 members 
Mstep: Class 4 contains 196942 members 
Mstep: Class 5 contains 15355 members 
Mstep: Class 6 contains 57512 members 
Mstep: Class 7 contains 17441 members 
Mstep: Class 8 contains 104867 members 
Mstep: Class 9 contains 49107 members 
Mstep: Class 10 contains 296543 members 
Mstep: Class 12 contains 1885 members 
Mstep: Class 13 contains 6003 members 
Mstep: Class 14 contains 49351 members 
Mstep: Class 15 contains 13575 members 
Mstep: Class 16 contains 14296 members 
Mstep: Class 17 contains 15361 members 
Mstep: Class 18 contains 16630 members 
Mstep: Class 19 contains 228182 members 
Mstep: Class 21 contains 3832 members 
Mstep: Class 23 contains 140525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155415312.000000 Penalty: 66548.414062
Iteration 25Q: 20 clusters Score -1.554153e+08 nChanged 16431
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 125077 members 
Mstep: Class 4 contains 196927 members 
Mstep: Class 5 contains 15418 members 
Mstep: Class 6 contains 57440 members 
Mstep: Class 7 contains 17557 members 
Mstep: Class 8 contains 103664 members 
Mstep: Class 9 contains 49152 members 
Mstep: Class 10 contains 295165 members 
Mstep: Class 12 contains 1887 members 
Mstep: Class 13 contains 6010 members 
Mstep: Class 14 contains 51846 members 
Mstep: Class 15 contains 13970 members 
Mstep: Class 16 contains 13857 members 
Mstep: Class 17 contains 15145 members 
Mstep: Class 18 contains 16698 members 
Mstep: Class 19 contains 229064 members 
Mstep: Class 21 contains 3833 members 
Mstep: Class 23 contains 140032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155423184.000000 Penalty: 66548.414062
Iteration 26Q: 20 clusters Score -1.554232e+08 nChanged 16697
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 125116 members 
Mstep: Class 4 contains 196962 members 
Mstep: Class 5 contains 15624 members 
Mstep: Class 6 contains 57378 members 
Mstep: Class 7 contains 17662 members 
Mstep: Class 8 contains 102210 members 
Mstep: Class 9 contains 49214 members 
Mstep: Class 10 contains 292883 members 
Mstep: Class 12 contains 1885 members 
Mstep: Class 13 contains 6007 members 
Mstep: Class 14 contains 55227 members 
Mstep: Class 15 contains 14350 members 
Mstep: Class 16 contains 13404 members 
Mstep: Class 17 contains 14910 members 
Mstep: Class 18 contains 16749 members 
Mstep: Class 19 contains 229836 members 
Mstep: Class 21 contains 3833 members 
Mstep: Class 23 contains 139482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155431120.000000 Penalty: 66548.414062
Iteration 27Q: 20 clusters Score -1.554311e+08 nChanged 16692
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 125357 members 
Mstep: Class 4 contains 197031 members 
Mstep: Class 5 contains 15864 members 
Mstep: Class 6 contains 57324 members 
Mstep: Class 7 contains 17713 members 
Mstep: Class 8 contains 100435 members 
Mstep: Class 9 contains 49287 members 
Mstep: Class 10 contains 289639 members 
Mstep: Class 12 contains 1887 members 
Mstep: Class 13 contains 6028 members 
Mstep: Class 14 contains 59612 members 
Mstep: Class 15 contains 14762 members 
Mstep: Class 16 contains 13001 members 
Mstep: Class 17 contains 14702 members 
Mstep: Class 18 contains 16793 members 
Mstep: Class 19 contains 230550 members 
Mstep: Class 21 contains 3836 members 
Mstep: Class 23 contains 138910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155440512.000000 Penalty: 66548.414062
Iteration 28Q: 20 clusters Score -1.554405e+08 nChanged 16621
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 125741 members 
Mstep: Class 4 contains 197162 members 
Mstep: Class 5 contains 16066 members 
Mstep: Class 6 contains 57285 members 
Mstep: Class 7 contains 17757 members 
Mstep: Class 8 contains 98591 members 
Mstep: Class 9 contains 49368 members 
Mstep: Class 10 contains 285474 members 
Mstep: Class 12 contains 1892 members 
Mstep: Class 13 contains 6051 members 
Mstep: Class 14 contains 64805 members 
Mstep: Class 15 contains 15152 members 
Mstep: Class 16 contains 12648 members 
Mstep: Class 17 contains 14541 members 
Mstep: Class 18 contains 16826 members 
Mstep: Class 19 contains 231208 members 
Mstep: Class 21 contains 3835 members 
Mstep: Class 23 contains 138334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155446624.000000 Penalty: 66548.414062
Iteration 29Q: 20 clusters Score -1.554466e+08 nChanged 16152
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 126183 members 
Mstep: Class 4 contains 197333 members 
Mstep: Class 5 contains 16216 members 
Mstep: Class 6 contains 57249 members 
Mstep: Class 7 contains 17799 members 
Mstep: Class 8 contains 96743 members 
Mstep: Class 9 contains 49448 members 
Mstep: Class 10 contains 280797 members 
Mstep: Class 12 contains 1893 members 
Mstep: Class 13 contains 6034 members 
Mstep: Class 14 contains 70368 members 
Mstep: Class 15 contains 15539 members 
Mstep: Class 16 contains 12418 members 
Mstep: Class 17 contains 14398 members 
Mstep: Class 18 contains 16853 members 
Mstep: Class 19 contains 231920 members 
Mstep: Class 21 contains 3836 members 
Mstep: Class 23 contains 137713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155453760.000000 Penalty: 66548.414062
Iteration 30Q: 20 clusters Score -1.554538e+08 nChanged 15203
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 126690 members 
Mstep: Class 4 contains 197545 members 
Mstep: Class 5 contains 16385 members 
Mstep: Class 6 contains 57226 members 
Mstep: Class 7 contains 17831 members 
Mstep: Class 8 contains 94847 members 
Mstep: Class 9 contains 49523 members 
Mstep: Class 10 contains 276035 members 
Mstep: Class 12 contains 1891 members 
Mstep: Class 13 contains 6028 members 
Mstep: Class 14 contains 75983 members 
Mstep: Class 15 contains 15883 members 
Mstep: Class 16 contains 12222 members 
Mstep: Class 17 contains 14279 members 
Mstep: Class 18 contains 16874 members 
Mstep: Class 19 contains 232611 members 
Mstep: Class 21 contains 3839 members 
Mstep: Class 23 contains 137045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155460992.000000 Penalty: 66548.414062
Iteration 31Q: 20 clusters Score -1.55461e+08 nChanged 13930
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 127119 members 
Mstep: Class 4 contains 197777 members 
Mstep: Class 5 contains 16552 members 
Mstep: Class 6 contains 57202 members 
Mstep: Class 7 contains 17857 members 
Mstep: Class 8 contains 92972 members 
Mstep: Class 9 contains 49588 members 
Mstep: Class 10 contains 271729 members 
Mstep: Class 12 contains 1893 members 
Mstep: Class 13 contains 6009 members 
Mstep: Class 14 contains 81186 members 
Mstep: Class 15 contains 16236 members 
Mstep: Class 16 contains 12109 members 
Mstep: Class 17 contains 14193 members 
Mstep: Class 18 contains 16895 members 
Mstep: Class 19 contains 233251 members 
Mstep: Class 21 contains 3844 members 
Mstep: Class 23 contains 136322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155467024.000000 Penalty: 66548.414062
Iteration 32Q: 20 clusters Score -1.55467e+08 nChanged 12152
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 127554 members 
Mstep: Class 4 contains 198092 members 
Mstep: Class 5 contains 16611 members 
Mstep: Class 6 contains 57190 members 
Mstep: Class 7 contains 17878 members 
Mstep: Class 8 contains 91357 members 
Mstep: Class 9 contains 49635 members 
Mstep: Class 10 contains 268018 members 
Mstep: Class 12 contains 1893 members 
Mstep: Class 13 contains 5999 members 
Mstep: Class 14 contains 85624 members 
Mstep: Class 15 contains 16560 members 
Mstep: Class 16 contains 12037 members 
Mstep: Class 17 contains 14121 members 
Mstep: Class 18 contains 16904 members 
Mstep: Class 19 contains 233838 members 
Mstep: Class 21 contains 3844 members 
Mstep: Class 23 contains 135578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155472048.000000 Penalty: 66548.414062
Iteration 33Q: 20 clusters Score -1.55472e+08 nChanged 10476
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 127892 members 
Mstep: Class 4 contains 198450 members 
Mstep: Class 5 contains 16618 members 
Mstep: Class 6 contains 57179 members 
Mstep: Class 7 contains 17899 members 
Mstep: Class 8 contains 89823 members 
Mstep: Class 9 contains 49682 members 
Mstep: Class 10 contains 265229 members 
Mstep: Class 12 contains 1894 members 
Mstep: Class 13 contains 5982 members 
Mstep: Class 14 contains 89216 members 
Mstep: Class 15 contains 16865 members 
Mstep: Class 16 contains 11986 members 
Mstep: Class 17 contains 14076 members 
Mstep: Class 18 contains 16911 members 
Mstep: Class 19 contains 234383 members 
Mstep: Class 21 contains 3845 members 
Mstep: Class 23 contains 134807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155475792.000000 Penalty: 66548.414062
Iteration 34Q: 20 clusters Score -1.554758e+08 nChanged 8832
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 128129 members 
Mstep: Class 4 contains 198888 members 
Mstep: Class 5 contains 16600 members 
Mstep: Class 6 contains 57168 members 
Mstep: Class 7 contains 17930 members 
Mstep: Class 8 contains 88390 members 
Mstep: Class 9 contains 49731 members 
Mstep: Class 10 contains 263224 members 
Mstep: Class 12 contains 1896 members 
Mstep: Class 13 contains 5962 members 
Mstep: Class 14 contains 92025 members 
Mstep: Class 15 contains 17159 members 
Mstep: Class 16 contains 11962 members 
Mstep: Class 17 contains 14049 members 
Mstep: Class 18 contains 16918 members 
Mstep: Class 19 contains 234900 members 
Mstep: Class 21 contains 3848 members 
Mstep: Class 23 contains 133968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155477872.000000 Penalty: 66548.414062
Iteration 35Q: 20 clusters Score -1.554779e+08 nChanged 7382
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 128418 members 
Mstep: Class 4 contains 199384 members 
Mstep: Class 5 contains 16540 members 
Mstep: Class 6 contains 57156 members 
Mstep: Class 7 contains 17961 members 
Mstep: Class 8 contains 87119 members 
Mstep: Class 9 contains 49774 members 
Mstep: Class 10 contains 261860 members 
Mstep: Class 12 contains 1895 members 
Mstep: Class 13 contains 5955 members 
Mstep: Class 14 contains 94186 members 
Mstep: Class 15 contains 17449 members 
Mstep: Class 16 contains 11961 members 
Mstep: Class 17 contains 14020 members 
Mstep: Class 18 contains 16925 members 
Mstep: Class 19 contains 235225 members 
Mstep: Class 21 contains 3855 members 
Mstep: Class 23 contains 133072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155478576.000000 Penalty: 66548.414062
Iteration 36Q: 20 clusters Score -1.554786e+08 nChanged 5987
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 128631 members 
Mstep: Class 4 contains 199911 members 
Mstep: Class 5 contains 16453 members 
Mstep: Class 6 contains 57147 members 
Mstep: Class 7 contains 17991 members 
Mstep: Class 8 contains 86001 members 
Mstep: Class 9 contains 49798 members 
Mstep: Class 10 contains 261028 members 
Mstep: Class 12 contains 1895 members 
Mstep: Class 13 contains 5952 members 
Mstep: Class 14 contains 95758 members 
Mstep: Class 15 contains 17758 members 
Mstep: Class 16 contains 11958 members 
Mstep: Class 17 contains 14011 members 
Mstep: Class 18 contains 16931 members 
Mstep: Class 19 contains 235515 members 
Mstep: Class 21 contains 3858 members 
Mstep: Class 23 contains 132160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155479744.000000 Penalty: 66548.414062
Iteration 37Q: 20 clusters Score -1.554797e+08 nChanged 4961
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 128742 members 
Mstep: Class 4 contains 200514 members 
Mstep: Class 5 contains 16383 members 
Mstep: Class 6 contains 57140 members 
Mstep: Class 7 contains 18016 members 
Mstep: Class 8 contains 85088 members 
Mstep: Class 9 contains 49845 members 
Mstep: Class 10 contains 260474 members 
Mstep: Class 12 contains 1895 members 
Mstep: Class 13 contains 5942 members 
Mstep: Class 14 contains 96882 members 
Mstep: Class 15 contains 18077 members 
Mstep: Class 16 contains 11978 members 
Mstep: Class 17 contains 14003 members 
Mstep: Class 18 contains 16936 members 
Mstep: Class 19 contains 235817 members 
Mstep: Class 21 contains 3862 members 
Mstep: Class 23 contains 131175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155480560.000000 Penalty: 66548.414062
Iteration 38Q: 20 clusters Score -1.554806e+08 nChanged 4018
Entering ConstructFrom: 
Score: -155480560.000000 Penalty: 66548.414062
Entering ConstructFrom: 
Trying to split cluster 1 (7440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Entering Unmasked Estep 
Score: -739389.062500 Penalty: 2210.827393
	Iteration 0F: 2 clusters Score -739389.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -733449.937500 Penalty: 4421.654785
	Iteration 0F: 3 clusters Score -733449.9 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -735932.187500 Penalty: 4421.654785
	Iteration 1F: 3 clusters Score -735932.2 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -738102.187500 Penalty: 4421.654785
	Iteration 2F: 3 clusters Score -738102.2 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -740438.812500 Penalty: 4421.654785
	Iteration 3F: 3 clusters Score -740438.8 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -742777.437500 Penalty: 4421.654785
	Iteration 4F: 3 clusters Score -742777.4 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -744608.812500 Penalty: 4421.654785
	Iteration 5F: 3 clusters Score -744608.8 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -745535.187500 Penalty: 4421.654785
	Iteration 6F: 3 clusters Score -745535.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -746024.687500 Penalty: 4421.654785
	Iteration 7Q: 3 clusters Score -746024.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -746301.000000 Penalty: 4421.654785
	Iteration 8Q: 3 clusters Score -746301 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -746451.500000 Penalty: 4421.654785
	Iteration 9Q: 3 clusters Score -746451.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -746548.500000 Penalty: 4421.654785
	Iteration 10Q: 3 clusters Score -746548.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -746626.000000 Penalty: 4421.654785
	Iteration 11Q: 3 clusters Score -746626 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -746690.437500 Penalty: 4421.654785
	Iteration 12Q: 3 clusters Score -746690.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -746746.687500 Penalty: 4421.654785
	Iteration 13Q: 3 clusters Score -746746.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -746796.312500 Penalty: 4421.654785
	Iteration 14Q: 3 clusters Score -746796.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -746805.562500 Penalty: 4421.654785
	Iteration 15Q: 3 clusters Score -746805.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -746811.687500 Penalty: 4421.654785
	Iteration 16Q: 3 clusters Score -746811.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -746821.562500 Penalty: 4421.654785
	Iteration 17Q: 3 clusters Score -746821.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -746827.812500 Penalty: 4421.654785
	Iteration 18Q: 3 clusters Score -746827.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -746832.687500 Penalty: 4421.654785
	Iteration 19Q: 3 clusters Score -746832.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -747097.687500 Penalty: 4421.654785
	Iteration 20F: 3 clusters Score -747097.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -749063.562500 Penalty: 4421.654785
	Iteration 21Q: 3 clusters Score -749063.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -751836.437500 Penalty: 4421.654785
	Iteration 22Q: 3 clusters Score -751836.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -751858.375000 Penalty: 4421.654785
	Iteration 23Q: 3 clusters Score -751858.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -751859.562500 Penalty: 4421.654785
	Iteration 24Q: 3 clusters Score -751859.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -751861.062500 Penalty: 4421.654785
	Iteration 25Q: 3 clusters Score -751861.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -751861.062500 Penalty: 4421.654785
	Iteration 26F: 3 clusters Score -751861.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 128860 members 
Mstep: Class 3 contains 2756 members 
Mstep: Class 4 contains 201119 members 
Mstep: Class 5 contains 16340 members 
Mstep: Class 6 contains 57130 members 
Mstep: Class 7 contains 18045 members 
Mstep: Class 8 contains 84297 members 
Mstep: Class 9 contains 49878 members 
Mstep: Class 10 contains 260161 members 
Mstep: Class 12 contains 1895 members 
Mstep: Class 13 contains 5933 members 
Mstep: Class 14 contains 97673 members 
Mstep: Class 15 contains 18386 members 
Mstep: Class 16 contains 12018 members 
Mstep: Class 17 contains 13987 members 
Mstep: Class 18 contains 16943 members 
Mstep: Class 19 contains 236066 members 
Mstep: Class 21 contains 3865 members 
Mstep: Class 23 contains 130190 members 
Entering Unmasked Estep 
Score: -155491936.000000 Penalty: 70050.960938
Splitting cluster 1 changes total score from -155480560.000000 to -155491936.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 2 (128860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128860 members 
Entering Unmasked Estep 
Score: -15052930.000000 Penalty: 2918.087402
	Iteration 0F: 2 clusters Score -1.505293e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64819 members 
Mstep: Class 2 contains 64041 members 
Entering Unmasked Estep 
Score: -14966807.000000 Penalty: 5836.174805
	Iteration 0F: 3 clusters Score -1.496681e+07 nChanged 61490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69523 members 
Mstep: Class 2 contains 59337 members 
Entering Unmasked Estep 
Score: -15003415.000000 Penalty: 5836.174805
	Iteration 1F: 3 clusters Score -1.500342e+07 nChanged 5205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72162 members 
Mstep: Class 2 contains 56698 members 
Entering Unmasked Estep 
Score: -15005698.000000 Penalty: 5836.174805
	Iteration 2Q: 3 clusters Score -1.50057e+07 nChanged 5789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75599 members 
Mstep: Class 2 contains 53261 members 
Entering Unmasked Estep 
Score: -15008540.000000 Penalty: 5836.174805
	Iteration 3Q: 3 clusters Score -1.500854e+07 nChanged 6368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80027 members 
Mstep: Class 2 contains 48833 members 
Entering Unmasked Estep 
Score: -15012109.000000 Penalty: 5836.174805
	Iteration 4Q: 3 clusters Score -1.501211e+07 nChanged 7133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85790 members 
Mstep: Class 2 contains 43070 members 
Entering Unmasked Estep 
Score: -15016551.000000 Penalty: 5836.174805
	Iteration 5F: 3 clusters Score -1.501655e+07 nChanged 7750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92678 members 
Mstep: Class 2 contains 36182 members 
Entering Unmasked Estep 
Score: -15021747.000000 Penalty: 5836.174805
	Iteration 6F: 3 clusters Score -1.502175e+07 nChanged 8029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100281 members 
Mstep: Class 2 contains 28579 members 
Entering Unmasked Estep 
Score: -15027823.000000 Penalty: 5836.174805
	Iteration 7F: 3 clusters Score -1.502782e+07 nChanged 7945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108050 members 
Mstep: Class 2 contains 20810 members 
Entering Unmasked Estep 
Score: -15034203.000000 Penalty: 5836.174805
	Iteration 8F: 3 clusters Score -1.50342e+07 nChanged 6876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114854 members 
Mstep: Class 2 contains 14006 members 
Entering Unmasked Estep 
Score: -15039923.000000 Penalty: 5836.174805
	Iteration 9F: 3 clusters Score -1.503992e+07 nChanged 5182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120008 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -15044118.000000 Penalty: 5836.174805
	Iteration 10Q: 3 clusters Score -1.504412e+07 nChanged 3502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123486 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -15046982.000000 Penalty: 5836.174805
	Iteration 11Q: 3 clusters Score -1.504698e+07 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125518 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -15048533.000000 Penalty: 5836.174805
	Iteration 12Q: 3 clusters Score -1.504853e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126643 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -15049443.000000 Penalty: 5836.174805
	Iteration 13Q: 3 clusters Score -1.504944e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127271 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -15049993.000000 Penalty: 5836.174805
	Iteration 14Q: 3 clusters Score -1.504999e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127572 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -15050282.000000 Penalty: 5836.174805
	Iteration 15Q: 3 clusters Score -1.505028e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127756 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -15050504.000000 Penalty: 5836.174805
	Iteration 16Q: 3 clusters Score -1.50505e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127848 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -15050601.000000 Penalty: 5836.174805
	Iteration 17Q: 3 clusters Score -1.50506e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127900 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -15050702.000000 Penalty: 5836.174805
	Iteration 18Q: 3 clusters Score -1.50507e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127937 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -15050777.000000 Penalty: 5836.174805
	Iteration 19Q: 3 clusters Score -1.505078e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127969 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -15050836.000000 Penalty: 5836.174805
	Iteration 20F: 3 clusters Score -1.505084e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127992 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -15050924.000000 Penalty: 5836.174805
	Iteration 21Q: 3 clusters Score -1.505092e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127999 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -15050977.000000 Penalty: 5836.174805
	Iteration 22Q: 3 clusters Score -1.505098e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127996 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -15051008.000000 Penalty: 5836.174805
	Iteration 23Q: 3 clusters Score -1.505101e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127984 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -15051055.000000 Penalty: 5836.174805
	Iteration 24Q: 3 clusters Score -1.505106e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127978 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -15051083.000000 Penalty: 5836.174805
	Iteration 25Q: 3 clusters Score -1.505108e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127979 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -15051092.000000 Penalty: 5836.174805
	Iteration 26Q: 3 clusters Score -1.505109e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127969 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -15051108.000000 Penalty: 5836.174805
	Iteration 27Q: 3 clusters Score -1.505111e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127971 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -15051108.000000 Penalty: 5836.174805
	Iteration 28Q: 3 clusters Score -1.505111e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127973 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -15051124.000000 Penalty: 5836.174805
	Iteration 29Q: 3 clusters Score -1.505112e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127973 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -15051126.000000 Penalty: 5836.174805
	Iteration 30Q: 3 clusters Score -1.505113e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127972 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -15051131.000000 Penalty: 5836.174805
	Iteration 31Q: 3 clusters Score -1.505113e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127969 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -15051121.000000 Penalty: 5836.174805
	Iteration 32Q: 3 clusters Score -1.505112e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127966 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -15051130.000000 Penalty: 5836.174805
	Iteration 33Q: 3 clusters Score -1.505113e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127964 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -15051128.000000 Penalty: 5836.174805
	Iteration 34Q: 3 clusters Score -1.505113e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127963 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -15051129.000000 Penalty: 5836.174805
	Iteration 35Q: 3 clusters Score -1.505113e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127961 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -15051134.000000 Penalty: 5836.174805
	Iteration 36Q: 3 clusters Score -1.505113e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127960 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -15051125.000000 Penalty: 5836.174805
	Iteration 37Q: 3 clusters Score -1.505112e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127960 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -15051125.000000 Penalty: 5836.174805
	Iteration 38F: 3 clusters Score -1.505112e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (201119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201119 members 
Entering Unmasked Estep 
Score: -24337856.000000 Penalty: 3028.489746
	Iteration 0F: 2 clusters Score -2.433786e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100902 members 
Mstep: Class 2 contains 100217 members 
Entering Unmasked Estep 
Score: -24213910.000000 Penalty: 6056.979492
	Iteration 0F: 3 clusters Score -2.421391e+07 nChanged 96675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108047 members 
Mstep: Class 2 contains 93072 members 
Entering Unmasked Estep 
Score: -24271096.000000 Penalty: 6056.979492
	Iteration 1F: 3 clusters Score -2.42711e+07 nChanged 7422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113131 members 
Mstep: Class 2 contains 87988 members 
Entering Unmasked Estep 
Score: -24273630.000000 Penalty: 6056.979492
	Iteration 2Q: 3 clusters Score -2.427363e+07 nChanged 10065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121182 members 
Mstep: Class 2 contains 79937 members 
Entering Unmasked Estep 
Score: -24278326.000000 Penalty: 6056.979492
	Iteration 3F: 3 clusters Score -2.427833e+07 nChanged 13428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132754 members 
Mstep: Class 2 contains 68365 members 
Entering Unmasked Estep 
Score: -24286752.000000 Penalty: 6056.979492
	Iteration 4F: 3 clusters Score -2.428675e+07 nChanged 16393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147751 members 
Mstep: Class 2 contains 53368 members 
Entering Unmasked Estep 
Score: -24299190.000000 Penalty: 6056.979492
	Iteration 5F: 3 clusters Score -2.429919e+07 nChanged 17584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164447 members 
Mstep: Class 2 contains 36672 members 
Entering Unmasked Estep 
Score: -24312728.000000 Penalty: 6056.979492
	Iteration 6F: 3 clusters Score -2.431273e+07 nChanged 14957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179048 members 
Mstep: Class 2 contains 22071 members 
Entering Unmasked Estep 
Score: -24322706.000000 Penalty: 6056.979492
	Iteration 7F: 3 clusters Score -2.432271e+07 nChanged 10032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188958 members 
Mstep: Class 2 contains 12161 members 
Entering Unmasked Estep 
Score: -24328870.000000 Penalty: 6056.979492
	Iteration 8Q: 3 clusters Score -2.432887e+07 nChanged 5681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194625 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -24332012.000000 Penalty: 6056.979492
	Iteration 9Q: 3 clusters Score -2.433201e+07 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197615 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -24333730.000000 Penalty: 6056.979492
	Iteration 10Q: 3 clusters Score -2.433373e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199027 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -24334542.000000 Penalty: 6056.979492
	Iteration 11Q: 3 clusters Score -2.433454e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199692 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -24334980.000000 Penalty: 6056.979492
	Iteration 12Q: 3 clusters Score -2.433498e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200005 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -24335190.000000 Penalty: 6056.979492
	Iteration 13Q: 3 clusters Score -2.433519e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200146 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -24335358.000000 Penalty: 6056.979492
	Iteration 14Q: 3 clusters Score -2.433536e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200225 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -24335508.000000 Penalty: 6056.979492
	Iteration 15Q: 3 clusters Score -2.433551e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200277 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -24335608.000000 Penalty: 6056.979492
	Iteration 16Q: 3 clusters Score -2.433561e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200299 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -24335700.000000 Penalty: 6056.979492
	Iteration 17Q: 3 clusters Score -2.43357e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200310 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -24335752.000000 Penalty: 6056.979492
	Iteration 18Q: 3 clusters Score -2.433575e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200310 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -24335780.000000 Penalty: 6056.979492
	Iteration 19Q: 3 clusters Score -2.433578e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200312 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -24335800.000000 Penalty: 6056.979492
	Iteration 20F: 3 clusters Score -2.43358e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200300 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -24335832.000000 Penalty: 6056.979492
	Iteration 21Q: 3 clusters Score -2.433583e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200301 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -24335850.000000 Penalty: 6056.979492
	Iteration 22Q: 3 clusters Score -2.433585e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200303 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -24335860.000000 Penalty: 6056.979492
	Iteration 23Q: 3 clusters Score -2.433586e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200302 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -24335866.000000 Penalty: 6056.979492
	Iteration 24Q: 3 clusters Score -2.433587e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200293 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -24335906.000000 Penalty: 6056.979492
	Iteration 25Q: 3 clusters Score -2.433591e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200293 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -24335918.000000 Penalty: 6056.979492
	Iteration 26Q: 3 clusters Score -2.433592e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200284 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -24335944.000000 Penalty: 6056.979492
	Iteration 27Q: 3 clusters Score -2.433594e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200282 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -24335950.000000 Penalty: 6056.979492
	Iteration 28Q: 3 clusters Score -2.433595e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200279 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -24335966.000000 Penalty: 6056.979492
	Iteration 29Q: 3 clusters Score -2.433597e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200276 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -24335948.000000 Penalty: 6056.979492
	Iteration 30Q: 3 clusters Score -2.433595e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200273 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -24335944.000000 Penalty: 6056.979492
	Iteration 31Q: 3 clusters Score -2.433594e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200270 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -24335946.000000 Penalty: 6056.979492
	Iteration 32Q: 3 clusters Score -2.433595e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200266 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -24335952.000000 Penalty: 6056.979492
	Iteration 33Q: 3 clusters Score -2.433595e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200263 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -24335960.000000 Penalty: 6056.979492
	Iteration 34Q: 3 clusters Score -2.433596e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200256 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -24335942.000000 Penalty: 6056.979492
	Iteration 35Q: 3 clusters Score -2.433594e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200258 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -24335950.000000 Penalty: 6056.979492
	Iteration 36Q: 3 clusters Score -2.433595e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200259 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -24335952.000000 Penalty: 6056.979492
	Iteration 37Q: 3 clusters Score -2.433595e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200259 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -24335966.000000 Penalty: 6056.979492
	Iteration 38Q: 3 clusters Score -2.433597e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200258 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -24335960.000000 Penalty: 6056.979492
	Iteration 39Q: 3 clusters Score -2.433596e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200256 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -24335966.000000 Penalty: 6056.979492
	Iteration 40F: 3 clusters Score -2.433597e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200254 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -24335962.000000 Penalty: 6056.979492
	Iteration 41Q: 3 clusters Score -2.433596e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200254 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -24335968.000000 Penalty: 6056.979492
	Iteration 42Q: 3 clusters Score -2.433597e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200254 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -24335968.000000 Penalty: 6056.979492
	Iteration 43F: 3 clusters Score -2.433597e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (16340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16340 members 
Entering Unmasked Estep 
Score: -1852988.750000 Penalty: 2405.939941
	Iteration 0F: 2 clusters Score -1852989 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -1841254.375000 Penalty: 4811.879883
	Iteration 0F: 3 clusters Score -1841254 nChanged 7071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -1845069.125000 Penalty: 4811.879883
	Iteration 1F: 3 clusters Score -1845069 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -1845514.250000 Penalty: 4811.879883
	Iteration 2F: 3 clusters Score -1845514 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -1845952.250000 Penalty: 4811.879883
	Iteration 3F: 3 clusters Score -1845952 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -1846442.125000 Penalty: 4811.879883
	Iteration 4F: 3 clusters Score -1846442 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -1847174.125000 Penalty: 4811.879883
	Iteration 5F: 3 clusters Score -1847174 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -1848123.875000 Penalty: 4811.879883
	Iteration 6F: 3 clusters Score -1848124 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -1849091.750000 Penalty: 4811.879883
	Iteration 7F: 3 clusters Score -1849092 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -1849908.750000 Penalty: 4811.879883
	Iteration 8F: 3 clusters Score -1849909 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 11807 members 
Entering Unmasked Estep 
Score: -1850546.500000 Penalty: 4811.879883
	Iteration 9F: 3 clusters Score -1850546 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 12358 members 
Entering Unmasked Estep 
Score: -1851043.375000 Penalty: 4811.879883
	Iteration 10Q: 3 clusters Score -1851043 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 12882 members 
Entering Unmasked Estep 
Score: -1851438.625000 Penalty: 4811.879883
	Iteration 11Q: 3 clusters Score -1851439 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 13324 members 
Entering Unmasked Estep 
Score: -1851727.125000 Penalty: 4811.879883
	Iteration 12Q: 3 clusters Score -1851727 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 13677 members 
Entering Unmasked Estep 
Score: -1851933.500000 Penalty: 4811.879883
	Iteration 13Q: 3 clusters Score -1851934 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 13967 members 
Entering Unmasked Estep 
Score: -1852091.000000 Penalty: 4811.879883
	Iteration 14Q: 3 clusters Score -1852091 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 14200 members 
Entering Unmasked Estep 
Score: -1852198.500000 Penalty: 4811.879883
	Iteration 15Q: 3 clusters Score -1852198 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 14359 members 
Entering Unmasked Estep 
Score: -1852264.125000 Penalty: 4811.879883
	Iteration 16Q: 3 clusters Score -1852264 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 14498 members 
Entering Unmasked Estep 
Score: -1852316.750000 Penalty: 4811.879883
	Iteration 17Q: 3 clusters Score -1852317 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 14611 members 
Entering Unmasked Estep 
Score: -1852353.250000 Penalty: 4811.879883
	Iteration 18Q: 3 clusters Score -1852353 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 14692 members 
Entering Unmasked Estep 
Score: -1852382.625000 Penalty: 4811.879883
	Iteration 19Q: 3 clusters Score -1852383 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 14754 members 
Entering Unmasked Estep 
Score: -1852396.750000 Penalty: 4811.879883
	Iteration 20F: 3 clusters Score -1852397 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 14797 members 
Entering Unmasked Estep 
Score: -1852407.625000 Penalty: 4811.879883
	Iteration 21Q: 3 clusters Score -1852408 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 14825 members 
Entering Unmasked Estep 
Score: -1852413.750000 Penalty: 4811.879883
	Iteration 22Q: 3 clusters Score -1852414 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 14853 members 
Entering Unmasked Estep 
Score: -1852418.000000 Penalty: 4811.879883
	Iteration 23Q: 3 clusters Score -1852418 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 14875 members 
Entering Unmasked Estep 
Score: -1852429.750000 Penalty: 4811.879883
	Iteration 24Q: 3 clusters Score -1852430 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 14898 members 
Entering Unmasked Estep 
Score: -1852429.500000 Penalty: 4811.879883
	Iteration 25Q: 3 clusters Score -1852430 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 14914 members 
Entering Unmasked Estep 
Score: -1852432.500000 Penalty: 4811.879883
	Iteration 26Q: 3 clusters Score -1852432 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 14925 members 
Entering Unmasked Estep 
Score: -1852437.000000 Penalty: 4811.879883
	Iteration 27Q: 3 clusters Score -1852437 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 14931 members 
Entering Unmasked Estep 
Score: -1852438.375000 Penalty: 4811.879883
	Iteration 28Q: 3 clusters Score -1852438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 14935 members 
Entering Unmasked Estep 
Score: -1852441.125000 Penalty: 4811.879883
	Iteration 29Q: 3 clusters Score -1852441 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 14942 members 
Entering Unmasked Estep 
Score: -1852439.125000 Penalty: 4811.879883
	Iteration 30Q: 3 clusters Score -1852439 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 14946 members 
Entering Unmasked Estep 
Score: -1852439.250000 Penalty: 4811.879883
	Iteration 31Q: 3 clusters Score -1852439 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 14946 members 
Entering Unmasked Estep 
Score: -1852439.250000 Penalty: 4811.879883
	Iteration 32F: 3 clusters Score -1852439 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (57130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57130 members 
Entering Unmasked Estep 
Score: -6465814.500000 Penalty: 2716.364990
	Iteration 0F: 2 clusters Score -6465814 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28483 members 
Mstep: Class 2 contains 28647 members 
Entering Unmasked Estep 
Score: -6427525.500000 Penalty: 5432.729980
	Iteration 0F: 3 clusters Score -6427526 nChanged 26525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27730 members 
Mstep: Class 2 contains 29400 members 
Entering Unmasked Estep 
Score: -6442790.500000 Penalty: 5432.729980
	Iteration 1F: 3 clusters Score -6442790 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27231 members 
Mstep: Class 2 contains 29899 members 
Entering Unmasked Estep 
Score: -6444573.500000 Penalty: 5432.729980
	Iteration 2F: 3 clusters Score -6444574 nChanged 3568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26557 members 
Mstep: Class 2 contains 30573 members 
Entering Unmasked Estep 
Score: -6447316.500000 Penalty: 5432.729980
	Iteration 3F: 3 clusters Score -6447316 nChanged 4052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25583 members 
Mstep: Class 2 contains 31547 members 
Entering Unmasked Estep 
Score: -6450371.000000 Penalty: 5432.729980
	Iteration 4F: 3 clusters Score -6450371 nChanged 4029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24382 members 
Mstep: Class 2 contains 32748 members 
Entering Unmasked Estep 
Score: -6453148.000000 Penalty: 5432.729980
	Iteration 5F: 3 clusters Score -6453148 nChanged 3669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23255 members 
Mstep: Class 2 contains 33875 members 
Entering Unmasked Estep 
Score: -6455629.500000 Penalty: 5432.729980
	Iteration 6F: 3 clusters Score -6455630 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22545 members 
Mstep: Class 2 contains 34585 members 
Entering Unmasked Estep 
Score: -6457480.000000 Penalty: 5432.729980
	Iteration 7F: 3 clusters Score -6457480 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22199 members 
Mstep: Class 2 contains 34931 members 
Entering Unmasked Estep 
Score: -6458925.500000 Penalty: 5432.729980
	Iteration 8Q: 3 clusters Score -6458926 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22044 members 
Mstep: Class 2 contains 35086 members 
Entering Unmasked Estep 
Score: -6459842.000000 Penalty: 5432.729980
	Iteration 9Q: 3 clusters Score -6459842 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22097 members 
Mstep: Class 2 contains 35033 members 
Entering Unmasked Estep 
Score: -6460431.500000 Penalty: 5432.729980
	Iteration 10Q: 3 clusters Score -6460432 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22234 members 
Mstep: Class 2 contains 34896 members 
Entering Unmasked Estep 
Score: -6460788.500000 Penalty: 5432.729980
	Iteration 11Q: 3 clusters Score -6460788 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22402 members 
Mstep: Class 2 contains 34728 members 
Entering Unmasked Estep 
Score: -6461071.000000 Penalty: 5432.729980
	Iteration 12Q: 3 clusters Score -6461071 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22591 members 
Mstep: Class 2 contains 34539 members 
Entering Unmasked Estep 
Score: -6461341.000000 Penalty: 5432.729980
	Iteration 13Q: 3 clusters Score -6461341 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22802 members 
Mstep: Class 2 contains 34328 members 
Entering Unmasked Estep 
Score: -6461705.500000 Penalty: 5432.729980
	Iteration 14Q: 3 clusters Score -6461706 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23050 members 
Mstep: Class 2 contains 34080 members 
Entering Unmasked Estep 
Score: -6462003.500000 Penalty: 5432.729980
	Iteration 15Q: 3 clusters Score -6462004 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23240 members 
Mstep: Class 2 contains 33890 members 
Entering Unmasked Estep 
Score: -6462336.500000 Penalty: 5432.729980
	Iteration 16Q: 3 clusters Score -6462336 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23414 members 
Mstep: Class 2 contains 33716 members 
Entering Unmasked Estep 
Score: -6462636.500000 Penalty: 5432.729980
	Iteration 17Q: 3 clusters Score -6462636 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23500 members 
Mstep: Class 2 contains 33630 members 
Entering Unmasked Estep 
Score: -6463009.500000 Penalty: 5432.729980
	Iteration 18Q: 3 clusters Score -6463010 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23522 members 
Mstep: Class 2 contains 33608 members 
Entering Unmasked Estep 
Score: -6463455.500000 Penalty: 5432.729980
	Iteration 19Q: 3 clusters Score -6463456 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23488 members 
Mstep: Class 2 contains 33642 members 
Entering Unmasked Estep 
Score: -6463996.000000 Penalty: 5432.729980
	Iteration 20F: 3 clusters Score -6463996 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23436 members 
Mstep: Class 2 contains 33694 members 
Entering Unmasked Estep 
Score: -6464542.500000 Penalty: 5432.729980
	Iteration 21Q: 3 clusters Score -6464542 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23395 members 
Mstep: Class 2 contains 33735 members 
Entering Unmasked Estep 
Score: -6464983.500000 Penalty: 5432.729980
	Iteration 22Q: 3 clusters Score -6464984 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23373 members 
Mstep: Class 2 contains 33757 members 
Entering Unmasked Estep 
Score: -6465201.000000 Penalty: 5432.729980
	Iteration 23Q: 3 clusters Score -6465201 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23379 members 
Mstep: Class 2 contains 33751 members 
Entering Unmasked Estep 
Score: -6465311.500000 Penalty: 5432.729980
	Iteration 24Q: 3 clusters Score -6465312 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23408 members 
Mstep: Class 2 contains 33722 members 
Entering Unmasked Estep 
Score: -6465373.500000 Penalty: 5432.729980
	Iteration 25Q: 3 clusters Score -6465374 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23472 members 
Mstep: Class 2 contains 33658 members 
Entering Unmasked Estep 
Score: -6465451.500000 Penalty: 5432.729980
	Iteration 26Q: 3 clusters Score -6465452 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23583 members 
Mstep: Class 2 contains 33547 members 
Entering Unmasked Estep 
Score: -6465481.500000 Penalty: 5432.729980
	Iteration 27Q: 3 clusters Score -6465482 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23718 members 
Mstep: Class 2 contains 33412 members 
Entering Unmasked Estep 
Score: -6465490.500000 Penalty: 5432.729980
	Iteration 28Q: 3 clusters Score -6465490 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23871 members 
Mstep: Class 2 contains 33259 members 
Entering Unmasked Estep 
Score: -6465527.000000 Penalty: 5432.729980
	Iteration 29Q: 3 clusters Score -6465527 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24017 members 
Mstep: Class 2 contains 33113 members 
Entering Unmasked Estep 
Score: -6465554.500000 Penalty: 5432.729980
	Iteration 30Q: 3 clusters Score -6465554 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24153 members 
Mstep: Class 2 contains 32977 members 
Entering Unmasked Estep 
Score: -6465572.000000 Penalty: 5432.729980
	Iteration 31Q: 3 clusters Score -6465572 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24292 members 
Mstep: Class 2 contains 32838 members 
Entering Unmasked Estep 
Score: -6465572.500000 Penalty: 5432.729980
	Iteration 32Q: 3 clusters Score -6465572 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24436 members 
Mstep: Class 2 contains 32694 members 
Entering Unmasked Estep 
Score: -6465625.500000 Penalty: 5432.729980
	Iteration 33Q: 3 clusters Score -6465626 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24600 members 
Mstep: Class 2 contains 32530 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -6465667 nChanged 212
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24792 members 
Mstep: Class 2 contains 32338 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -6465708 nChanged 238
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25014 members 
Mstep: Class 2 contains 32116 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -6465788 nChanged 259
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25251 members 
Mstep: Class 2 contains 31879 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -6465858 nChanged 277
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25512 members 
Mstep: Class 2 contains 31618 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -6465938 nChanged 303
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25795 members 
Mstep: Class 2 contains 31335 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -6466040 nChanged 348
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26117 members 
Mstep: Class 2 contains 31013 members 
Entering Unmasked Estep 
Score: -6466150.500000 Penalty: 5432.729980
	Iteration 40F: 3 clusters Score -6466150 nChanged 377
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26460 members 
Mstep: Class 2 contains 30670 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -6466290 nChanged 454
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26876 members 
Mstep: Class 2 contains 30254 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -6466534 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27336 members 
Mstep: Class 2 contains 29794 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -6466764 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27806 members 
Mstep: Class 2 contains 29324 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -6466974 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28297 members 
Mstep: Class 2 contains 28833 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -6467239 nChanged 496
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28759 members 
Mstep: Class 2 contains 28371 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -6467401 nChanged 447
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29192 members 
Mstep: Class 2 contains 27938 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -6467544 nChanged 386
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29562 members 
Mstep: Class 2 contains 27568 members 
Entering Unmasked Estep 
Score: -6467651.500000 Penalty: 5432.729980
	Iteration 48Q: 3 clusters Score -6467652 nChanged 344
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29892 members 
Mstep: Class 2 contains 27238 members 
Entering Unmasked Estep 
Score: -6467718.000000 Penalty: 5432.729980
	Iteration 49Q: 3 clusters Score -6467718 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30145 members 
Mstep: Class 2 contains 26985 members 
Entering Unmasked Estep 
Score: -6467751.500000 Penalty: 5432.729980
	Iteration 50Q: 3 clusters Score -6467752 nChanged 235
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30380 members 
Mstep: Class 2 contains 26750 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -6467772 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30601 members 
Mstep: Class 2 contains 26529 members 
Entering Unmasked Estep 
Score: -6467801.500000 Penalty: 5432.729980
	Iteration 52Q: 3 clusters Score -6467802 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30799 members 
Mstep: Class 2 contains 26331 members 
Entering Unmasked Estep 
Score: -6467817.500000 Penalty: 5432.729980
	Iteration 53Q: 3 clusters Score -6467818 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30969 members 
Mstep: Class 2 contains 26161 members 
Entering Unmasked Estep 
Score: -6467854.500000 Penalty: 5432.729980
	Iteration 54Q: 3 clusters Score -6467854 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31122 members 
Mstep: Class 2 contains 26008 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -6467854 nChanged 116
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31238 members 
Mstep: Class 2 contains 25892 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -6467867 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31333 members 
Mstep: Class 2 contains 25797 members 
Entering Unmasked Estep 
Score: -6467865.000000 Penalty: 5432.729980
	Iteration 57Q: 3 clusters Score -6467865 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31428 members 
Mstep: Class 2 contains 25702 members 
Entering Unmasked Estep 
Score: -6467873.000000 Penalty: 5432.729980
	Iteration 58Q: 3 clusters Score -6467873 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31529 members 
Mstep: Class 2 contains 25601 members 
Entering Unmasked Estep 
Score: -6467881.000000 Penalty: 5432.729980
	Iteration 59Q: 3 clusters Score -6467881 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31620 members 
Mstep: Class 2 contains 25510 members 
Entering Unmasked Estep 
Score: -6467885.500000 Penalty: 5432.729980
	Iteration 60F: 3 clusters Score -6467886 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31727 members 
Mstep: Class 2 contains 25403 members 
Entering Unmasked Estep 
Score: -6467873.000000 Penalty: 5432.729980
	Iteration 61Q: 3 clusters Score -6467873 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31824 members 
Mstep: Class 2 contains 25306 members 
Entering Unmasked Estep 
Score: -6467878.000000 Penalty: 5432.729980
	Iteration 62Q: 3 clusters Score -6467878 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31917 members 
Mstep: Class 2 contains 25213 members 
Entering Unmasked Estep 
Score: -6467907.500000 Penalty: 5432.729980
	Iteration 63Q: 3 clusters Score -6467908 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31999 members 
Mstep: Class 2 contains 25131 members 
Entering Unmasked Estep 
Score: -6467932.500000 Penalty: 5432.729980
	Iteration 64Q: 3 clusters Score -6467932 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32070 members 
Mstep: Class 2 contains 25060 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -6467936 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32142 members 
Mstep: Class 2 contains 24988 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -6467944 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32212 members 
Mstep: Class 2 contains 24918 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -6467950 nChanged 76
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32288 members 
Mstep: Class 2 contains 24842 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -6467955 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32357 members 
Mstep: Class 2 contains 24773 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -6467936 nChanged 84
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32439 members 
Mstep: Class 2 contains 24691 members 
Entering Unmasked Estep 
Score: -6467948.500000 Penalty: 5432.729980
	Iteration 70Q: 3 clusters Score -6467948 nChanged 99
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32536 members 
Mstep: Class 2 contains 24594 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -6467968 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32625 members 
Mstep: Class 2 contains 24505 members 
Entering Unmasked Estep 
Score: -6468002.000000 Penalty: 5432.729980
	Iteration 72Q: 3 clusters Score -6468002 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32701 members 
Mstep: Class 2 contains 24429 members 
Entering Unmasked Estep 
Score: -6468017.500000 Penalty: 5432.729980
	Iteration 73Q: 3 clusters Score -6468018 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32789 members 
Mstep: Class 2 contains 24341 members 
Entering Unmasked Estep 
Score: -6468040.500000 Penalty: 5432.729980
	Iteration 74Q: 3 clusters Score -6468040 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32878 members 
Mstep: Class 2 contains 24252 members 
Entering Unmasked Estep 
Score: -6468064.500000 Penalty: 5432.729980
	Iteration 75Q: 3 clusters Score -6468064 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32964 members 
Mstep: Class 2 contains 24166 members 
Entering Unmasked Estep 
Score: -6468062.000000 Penalty: 5432.729980
	Iteration 76Q: 3 clusters Score -6468062 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33050 members 
Mstep: Class 2 contains 24080 members 
Entering Unmasked Estep 
Score: -6468057.000000 Penalty: 5432.729980
	Iteration 77Q: 3 clusters Score -6468057 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33141 members 
Mstep: Class 2 contains 23989 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -6468064 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33254 members 
Mstep: Class 2 contains 23876 members 
Entering Unmasked Estep 
Score: -6468124.500000 Penalty: 5432.729980
	Iteration 79Q: 3 clusters Score -6468124 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33360 members 
Mstep: Class 2 contains 23770 members 
Entering Unmasked Estep 
Score: -6468148.500000 Penalty: 5432.729980
	Iteration 80F: 3 clusters Score -6468148 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33483 members 
Mstep: Class 2 contains 23647 members 
Entering Unmasked Estep 
Score: -6468182.500000 Penalty: 5432.729980
	Iteration 81Q: 3 clusters Score -6468182 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33623 members 
Mstep: Class 2 contains 23507 members 
Entering Unmasked Estep 
Score: -6468235.500000 Penalty: 5432.729980
	Iteration 82Q: 3 clusters Score -6468236 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33817 members 
Mstep: Class 2 contains 23313 members 
Entering Unmasked Estep 
Score: -6468295.500000 Penalty: 5432.729980
	Iteration 83Q: 3 clusters Score -6468296 nChanged 257
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34050 members 
Mstep: Class 2 contains 23080 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -6468467 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34343 members 
Mstep: Class 2 contains 22787 members 
Entering Unmasked Estep 
Score: -6468697.000000 Penalty: 5432.729980
	Iteration 85Q: 3 clusters Score -6468697 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34679 members 
Mstep: Class 2 contains 22451 members 
Entering Unmasked Estep 
Score: -6468981.500000 Penalty: 5432.729980
	Iteration 86Q: 3 clusters Score -6468982 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35062 members 
Mstep: Class 2 contains 22068 members 
Entering Unmasked Estep 
Score: -6469245.000000 Penalty: 5432.729980
	Iteration 87Q: 3 clusters Score -6469245 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35397 members 
Mstep: Class 2 contains 21733 members 
Entering Unmasked Estep 
Score: -6469414.000000 Penalty: 5432.729980
	Iteration 88Q: 3 clusters Score -6469414 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35716 members 
Mstep: Class 2 contains 21414 members 
Entering Unmasked Estep 
Score: -6469555.000000 Penalty: 5432.729980
	Iteration 89Q: 3 clusters Score -6469555 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35975 members 
Mstep: Class 2 contains 21155 members 
Entering Unmasked Estep 
Score: -6469626.000000 Penalty: 5432.729980
	Iteration 90Q: 3 clusters Score -6469626 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36213 members 
Mstep: Class 2 contains 20917 members 
Entering Unmasked Estep 
Score: -6469659.500000 Penalty: 5432.729980
	Iteration 91Q: 3 clusters Score -6469660 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36435 members 
Mstep: Class 2 contains 20695 members 
Entering Unmasked Estep 
Score: -6469717.000000 Penalty: 5432.729980
	Iteration 92Q: 3 clusters Score -6469717 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36625 members 
Mstep: Class 2 contains 20505 members 
Entering Unmasked Estep 
Score: -6469753.500000 Penalty: 5432.729980
	Iteration 93Q: 3 clusters Score -6469754 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36775 members 
Mstep: Class 2 contains 20355 members 
Entering Unmasked Estep 
Score: -6469784.000000 Penalty: 5432.729980
	Iteration 94Q: 3 clusters Score -6469784 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36918 members 
Mstep: Class 2 contains 20212 members 
Entering Unmasked Estep 
Score: -6469807.500000 Penalty: 5432.729980
	Iteration 95Q: 3 clusters Score -6469808 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37013 members 
Mstep: Class 2 contains 20117 members 
Entering Unmasked Estep 
Score: -6469823.500000 Penalty: 5432.729980
	Iteration 96Q: 3 clusters Score -6469824 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37094 members 
Mstep: Class 2 contains 20036 members 
Entering Unmasked Estep 
Score: -6469827.500000 Penalty: 5432.729980
	Iteration 97Q: 3 clusters Score -6469828 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37157 members 
Mstep: Class 2 contains 19973 members 
Entering Unmasked Estep 
Score: -6469821.500000 Penalty: 5432.729980
	Iteration 98Q: 3 clusters Score -6469822 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37208 members 
Mstep: Class 2 contains 19922 members 
Entering Unmasked Estep 
Score: -6469824.500000 Penalty: 5432.729980
	Iteration 99Q: 3 clusters Score -6469824 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37254 members 
Mstep: Class 2 contains 19876 members 
Entering Unmasked Estep 
Score: -6469826.500000 Penalty: 5432.729980
	Iteration 100F: 3 clusters Score -6469826 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37292 members 
Mstep: Class 2 contains 19838 members 
Entering Unmasked Estep 
Score: -6469842.500000 Penalty: 5432.729980
	Iteration 101Q: 3 clusters Score -6469842 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37326 members 
Mstep: Class 2 contains 19804 members 
Entering Unmasked Estep 
Score: -6469841.500000 Penalty: 5432.729980
	Iteration 102Q: 3 clusters Score -6469842 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37350 members 
Mstep: Class 2 contains 19780 members 
Entering Unmasked Estep 
Score: -6469836.000000 Penalty: 5432.729980
	Iteration 103Q: 3 clusters Score -6469836 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37370 members 
Mstep: Class 2 contains 19760 members 
Entering Unmasked Estep 
Score: -6469838.000000 Penalty: 5432.729980
	Iteration 104Q: 3 clusters Score -6469838 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37392 members 
Mstep: Class 2 contains 19738 members 
Entering Unmasked Estep 
Score: -6469844.000000 Penalty: 5432.729980
	Iteration 105Q: 3 clusters Score -6469844 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37408 members 
Mstep: Class 2 contains 19722 members 
Entering Unmasked Estep 
Score: -6469839.000000 Penalty: 5432.729980
	Iteration 106Q: 3 clusters Score -6469839 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37418 members 
Mstep: Class 2 contains 19712 members 
Entering Unmasked Estep 
Score: -6469840.500000 Penalty: 5432.729980
	Iteration 107Q: 3 clusters Score -6469840 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37426 members 
Mstep: Class 2 contains 19704 members 
Entering Unmasked Estep 
Score: -6469842.500000 Penalty: 5432.729980
	Iteration 108Q: 3 clusters Score -6469842 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37433 members 
Mstep: Class 2 contains 19697 members 
Entering Unmasked Estep 
Score: -6469833.500000 Penalty: 5432.729980
	Iteration 109Q: 3 clusters Score -6469834 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37443 members 
Mstep: Class 2 contains 19687 members 
Entering Unmasked Estep 
Score: -6469838.500000 Penalty: 5432.729980
	Iteration 110Q: 3 clusters Score -6469838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37446 members 
Mstep: Class 2 contains 19684 members 
Entering Unmasked Estep 
Score: -6469832.500000 Penalty: 5432.729980
	Iteration 111Q: 3 clusters Score -6469832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37451 members 
Mstep: Class 2 contains 19679 members 
Entering Unmasked Estep 
Score: -6469823.000000 Penalty: 5432.729980
	Iteration 112Q: 3 clusters Score -6469823 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37455 members 
Mstep: Class 2 contains 19675 members 
Entering Unmasked Estep 
Score: -6469830.500000 Penalty: 5432.729980
	Iteration 113Q: 3 clusters Score -6469830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37458 members 
Mstep: Class 2 contains 19672 members 
Entering Unmasked Estep 
Score: -6469836.500000 Penalty: 5432.729980
	Iteration 114Q: 3 clusters Score -6469836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37460 members 
Mstep: Class 2 contains 19670 members 
Entering Unmasked Estep 
Score: -6469836.000000 Penalty: 5432.729980
	Iteration 115Q: 3 clusters Score -6469836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37463 members 
Mstep: Class 2 contains 19667 members 
Entering Unmasked Estep 
Score: -6469844.000000 Penalty: 5432.729980
	Iteration 116Q: 3 clusters Score -6469844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37465 members 
Mstep: Class 2 contains 19665 members 
Entering Unmasked Estep 
Score: -6469838.500000 Penalty: 5432.729980
	Iteration 117Q: 3 clusters Score -6469838 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37465 members 
Mstep: Class 2 contains 19665 members 
Entering Unmasked Estep 
Score: -6469838.500000 Penalty: 5432.729980
	Iteration 118F: 3 clusters Score -6469838 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 128860 members 
Mstep: Class 3 contains 2756 members 
Mstep: Class 4 contains 201119 members 
Mstep: Class 5 contains 16340 members 
Mstep: Class 6 contains 37465 members 
Mstep: Class 7 contains 18045 members 
Mstep: Class 8 contains 84297 members 
Mstep: Class 9 contains 49878 members 
Mstep: Class 10 contains 260161 members 
Mstep: Class 11 contains 19665 members 
Mstep: Class 12 contains 1895 members 
Mstep: Class 13 contains 5933 members 
Mstep: Class 14 contains 97673 members 
Mstep: Class 15 contains 18386 members 
Mstep: Class 16 contains 12018 members 
Mstep: Class 17 contains 13987 members 
Mstep: Class 18 contains 16943 members 
Mstep: Class 19 contains 236066 members 
Mstep: Class 21 contains 3865 members 
Mstep: Class 23 contains 130190 members 
Entering Unmasked Estep 
Score: -155494304.000000 Penalty: 73553.507812
Splitting cluster 6 changes total score from -155480560.000000 to -155494304.000000
So it's getting split into cluster 11.
Entering ConstructFrom: 
Trying to split cluster 7 (18045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18045 members 
Entering Unmasked Estep 
Score: -2028680.875000 Penalty: 2430.554688
	Iteration 0F: 2 clusters Score -2028681 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -2016384.375000 Penalty: 4861.109375
	Iteration 0F: 3 clusters Score -2016384 nChanged 7958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -2030414.875000 Penalty: 4861.109375
	Iteration 1F: 3 clusters Score -2030415 nChanged 4016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 13588 members 
Entering Unmasked Estep 
Score: -2046367.500000 Penalty: 4861.109375
	Iteration 2F: 3 clusters Score -2046368 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 15937 members 
Entering Unmasked Estep 
Score: -2051857.250000 Penalty: 4861.109375
	Iteration 3F: 3 clusters Score -2051857 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 16473 members 
Entering Unmasked Estep 
Score: -2053497.750000 Penalty: 4861.109375
	Iteration 4Q: 3 clusters Score -2053498 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 16614 members 
Entering Unmasked Estep 
Score: -2054297.625000 Penalty: 4861.109375
	Iteration 5Q: 3 clusters Score -2054298 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 16674 members 
Entering Unmasked Estep 
Score: -2054510.875000 Penalty: 4861.109375
	Iteration 6Q: 3 clusters Score -2054511 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 16697 members 
Entering Unmasked Estep 
Score: -2054534.250000 Penalty: 4861.109375
	Iteration 7Q: 3 clusters Score -2054534 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 16705 members 
Entering Unmasked Estep 
Score: -2054540.625000 Penalty: 4861.109375
	Iteration 8Q: 3 clusters Score -2054541 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 16707 members 
Entering Unmasked Estep 
Score: -2054540.250000 Penalty: 4861.109375
	Iteration 9Q: 3 clusters Score -2054540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 16709 members 
Entering Unmasked Estep 
Score: -2054540.750000 Penalty: 4861.109375
	Iteration 10Q: 3 clusters Score -2054541 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 16710 members 
Entering Unmasked Estep 
Score: -2054538.125000 Penalty: 4861.109375
	Iteration 11Q: 3 clusters Score -2054538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 16711 members 
Entering Unmasked Estep 
Score: -2054543.000000 Penalty: 4861.109375
	Iteration 12Q: 3 clusters Score -2054543 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 16716 members 
Entering Unmasked Estep 
Score: -2054548.250000 Penalty: 4861.109375
	Iteration 13Q: 3 clusters Score -2054548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 16721 members 
Entering Unmasked Estep 
Score: -2054551.000000 Penalty: 4861.109375
	Iteration 14Q: 3 clusters Score -2054551 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 16728 members 
Entering Unmasked Estep 
Score: -2054560.500000 Penalty: 4861.109375
	Iteration 15Q: 3 clusters Score -2054560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 16730 members 
Entering Unmasked Estep 
Score: -2054558.625000 Penalty: 4861.109375
	Iteration 16Q: 3 clusters Score -2054559 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 16730 members 
Entering Unmasked Estep 
Score: -2054558.625000 Penalty: 4861.109375
	Iteration 17F: 3 clusters Score -2054559 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 128860 members 
Mstep: Class 3 contains 2756 members 
Mstep: Class 4 contains 201119 members 
Mstep: Class 5 contains 16340 members 
Mstep: Class 6 contains 37465 members 
Mstep: Class 7 contains 1315 members 
Mstep: Class 8 contains 84297 members 
Mstep: Class 9 contains 49878 members 
Mstep: Class 10 contains 260161 members 
Mstep: Class 11 contains 19665 members 
Mstep: Class 12 contains 1895 members 
Mstep: Class 13 contains 5933 members 
Mstep: Class 14 contains 97673 members 
Mstep: Class 15 contains 18386 members 
Mstep: Class 16 contains 12018 members 
Mstep: Class 17 contains 13987 members 
Mstep: Class 18 contains 16943 members 
Mstep: Class 19 contains 236066 members 
Mstep: Class 20 contains 16730 members 
Mstep: Class 21 contains 3865 members 
Mstep: Class 23 contains 130190 members 
Entering Unmasked Estep 
Score: -155516608.000000 Penalty: 77056.054688
Splitting cluster 7 changes total score from -155480560.000000 to -155516608.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 8 (84297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84297 members 
Entering Unmasked Estep 
Score: -9193271.000000 Penalty: 2812.841064
	Iteration 0F: 2 clusters Score -9193271 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42467 members 
Mstep: Class 2 contains 41830 members 
Entering Unmasked Estep 
Score: -9136806.000000 Penalty: 5625.682129
	Iteration 0F: 3 clusters Score -9136806 nChanged 39678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46157 members 
Mstep: Class 2 contains 38140 members 
Entering Unmasked Estep 
Score: -9160093.000000 Penalty: 5625.682129
	Iteration 1F: 3 clusters Score -9160093 nChanged 4588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48735 members 
Mstep: Class 2 contains 35562 members 
Entering Unmasked Estep 
Score: -9162455.000000 Penalty: 5625.682129
	Iteration 2F: 3 clusters Score -9162455 nChanged 5568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52255 members 
Mstep: Class 2 contains 32042 members 
Entering Unmasked Estep 
Score: -9166127.000000 Penalty: 5625.682129
	Iteration 3F: 3 clusters Score -9166127 nChanged 6597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56858 members 
Mstep: Class 2 contains 27439 members 
Entering Unmasked Estep 
Score: -9171327.000000 Penalty: 5625.682129
	Iteration 4F: 3 clusters Score -9171327 nChanged 6845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61909 members 
Mstep: Class 2 contains 22388 members 
Entering Unmasked Estep 
Score: -9177511.000000 Penalty: 5625.682129
	Iteration 5F: 3 clusters Score -9177511 nChanged 6197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66310 members 
Mstep: Class 2 contains 17987 members 
Entering Unmasked Estep 
Score: -9184019.000000 Penalty: 5625.682129
	Iteration 6F: 3 clusters Score -9184019 nChanged 4866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69180 members 
Mstep: Class 2 contains 15117 members 
Entering Unmasked Estep 
Score: -9189073.000000 Penalty: 5625.682129
	Iteration 7F: 3 clusters Score -9189073 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70830 members 
Mstep: Class 2 contains 13467 members 
Entering Unmasked Estep 
Score: -9191944.000000 Penalty: 5625.682129
	Iteration 8Q: 3 clusters Score -9191944 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71921 members 
Mstep: Class 2 contains 12376 members 
Entering Unmasked Estep 
Score: -9193356.000000 Penalty: 5625.682129
	Iteration 9Q: 3 clusters Score -9193356 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72762 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -9194223.000000 Penalty: 5625.682129
	Iteration 10Q: 3 clusters Score -9194223 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73417 members 
Mstep: Class 2 contains 10880 members 
Entering Unmasked Estep 
Score: -9194641.000000 Penalty: 5625.682129
	Iteration 11Q: 3 clusters Score -9194641 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74021 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -9195048.000000 Penalty: 5625.682129
	Iteration 12Q: 3 clusters Score -9195048 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74605 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -9195436.000000 Penalty: 5625.682129
	Iteration 13Q: 3 clusters Score -9195436 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75125 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -9195769.000000 Penalty: 5625.682129
	Iteration 14Q: 3 clusters Score -9195769 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75584 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -9196021.000000 Penalty: 5625.682129
	Iteration 15Q: 3 clusters Score -9196021 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75945 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -9196200.000000 Penalty: 5625.682129
	Iteration 16Q: 3 clusters Score -9196200 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76229 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -9196334.000000 Penalty: 5625.682129
	Iteration 17Q: 3 clusters Score -9196334 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76471 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -9196433.000000 Penalty: 5625.682129
	Iteration 18Q: 3 clusters Score -9196433 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76694 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -9196548.000000 Penalty: 5625.682129
	Iteration 19Q: 3 clusters Score -9196548 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76887 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -9196629.000000 Penalty: 5625.682129
	Iteration 20F: 3 clusters Score -9196629 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77053 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -9196688.000000 Penalty: 5625.682129
	Iteration 21Q: 3 clusters Score -9196688 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77204 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -9196744.000000 Penalty: 5625.682129
	Iteration 22Q: 3 clusters Score -9196744 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77359 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -9196839.000000 Penalty: 5625.682129
	Iteration 23Q: 3 clusters Score -9196839 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77513 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -9196947.000000 Penalty: 5625.682129
	Iteration 24Q: 3 clusters Score -9196947 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77668 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -9197022.000000 Penalty: 5625.682129
	Iteration 25Q: 3 clusters Score -9197022 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77794 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -9197067.000000 Penalty: 5625.682129
	Iteration 26Q: 3 clusters Score -9197067 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77895 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -9197081.000000 Penalty: 5625.682129
	Iteration 27Q: 3 clusters Score -9197081 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77986 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -9197134.000000 Penalty: 5625.682129
	Iteration 28Q: 3 clusters Score -9197134 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78066 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -9197208.000000 Penalty: 5625.682129
	Iteration 29Q: 3 clusters Score -9197208 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78146 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -9197209.000000 Penalty: 5625.682129
	Iteration 30Q: 3 clusters Score -9197209 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78229 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -9197232.000000 Penalty: 5625.682129
	Iteration 31Q: 3 clusters Score -9197232 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78298 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -9197263.000000 Penalty: 5625.682129
	Iteration 32Q: 3 clusters Score -9197263 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78361 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -9197269.000000 Penalty: 5625.682129
	Iteration 33Q: 3 clusters Score -9197269 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78420 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -9197298.000000 Penalty: 5625.682129
	Iteration 34Q: 3 clusters Score -9197298 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78478 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -9197317.000000 Penalty: 5625.682129
	Iteration 35Q: 3 clusters Score -9197317 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78528 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -9197346.000000 Penalty: 5625.682129
	Iteration 36Q: 3 clusters Score -9197346 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78583 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -9197362.000000 Penalty: 5625.682129
	Iteration 37Q: 3 clusters Score -9197362 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78633 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -9197359.000000 Penalty: 5625.682129
	Iteration 38Q: 3 clusters Score -9197359 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78683 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -9197368.000000 Penalty: 5625.682129
	Iteration 39Q: 3 clusters Score -9197368 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78737 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -9197398.000000 Penalty: 5625.682129
	Iteration 40F: 3 clusters Score -9197398 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78781 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -9197437.000000 Penalty: 5625.682129
	Iteration 41Q: 3 clusters Score -9197437 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78843 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -9197462.000000 Penalty: 5625.682129
	Iteration 42Q: 3 clusters Score -9197462 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78903 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -9197480.000000 Penalty: 5625.682129
	Iteration 43Q: 3 clusters Score -9197480 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78968 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -9197519.000000 Penalty: 5625.682129
	Iteration 44Q: 3 clusters Score -9197519 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79023 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -9197534.000000 Penalty: 5625.682129
	Iteration 45Q: 3 clusters Score -9197534 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79096 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -9197605.000000 Penalty: 5625.682129
	Iteration 46Q: 3 clusters Score -9197605 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79183 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -9197655.000000 Penalty: 5625.682129
	Iteration 47Q: 3 clusters Score -9197655 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79268 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -9197722.000000 Penalty: 5625.682129
	Iteration 48Q: 3 clusters Score -9197722 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79345 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -9197798.000000 Penalty: 5625.682129
	Iteration 49Q: 3 clusters Score -9197798 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79433 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -9197886.000000 Penalty: 5625.682129
	Iteration 50Q: 3 clusters Score -9197886 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79494 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -9197960.000000 Penalty: 5625.682129
	Iteration 51Q: 3 clusters Score -9197960 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79533 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -9197992.000000 Penalty: 5625.682129
	Iteration 52Q: 3 clusters Score -9197992 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79582 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -9198011.000000 Penalty: 5625.682129
	Iteration 53Q: 3 clusters Score -9198011 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79612 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -9198024.000000 Penalty: 5625.682129
	Iteration 54Q: 3 clusters Score -9198024 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79633 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -9198056.000000 Penalty: 5625.682129
	Iteration 55Q: 3 clusters Score -9198056 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79655 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -9198055.000000 Penalty: 5625.682129
	Iteration 56Q: 3 clusters Score -9198055 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79674 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -9198062.000000 Penalty: 5625.682129
	Iteration 57Q: 3 clusters Score -9198062 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79695 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -9198053.000000 Penalty: 5625.682129
	Iteration 58Q: 3 clusters Score -9198053 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79710 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -9198051.000000 Penalty: 5625.682129
	Iteration 59Q: 3 clusters Score -9198051 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79720 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -9198047.000000 Penalty: 5625.682129
	Iteration 60F: 3 clusters Score -9198047 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79727 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -9198043.000000 Penalty: 5625.682129
	Iteration 61Q: 3 clusters Score -9198043 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79730 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -9198042.000000 Penalty: 5625.682129
	Iteration 62Q: 3 clusters Score -9198042 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79730 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -9198048.000000 Penalty: 5625.682129
	Iteration 63Q: 3 clusters Score -9198048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79728 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -9198050.000000 Penalty: 5625.682129
	Iteration 64Q: 3 clusters Score -9198050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79728 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -9198054.000000 Penalty: 5625.682129
	Iteration 65Q: 3 clusters Score -9198054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79727 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -9198051.000000 Penalty: 5625.682129
	Iteration 66Q: 3 clusters Score -9198051 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79728 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -9198053.000000 Penalty: 5625.682129
	Iteration 67Q: 3 clusters Score -9198053 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79729 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -9198052.000000 Penalty: 5625.682129
	Iteration 68Q: 3 clusters Score -9198052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79730 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -9198057.000000 Penalty: 5625.682129
	Iteration 69Q: 3 clusters Score -9198057 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79732 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -9198054.000000 Penalty: 5625.682129
	Iteration 70Q: 3 clusters Score -9198054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79733 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -9198055.000000 Penalty: 5625.682129
	Iteration 71Q: 3 clusters Score -9198055 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79736 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -9198056.000000 Penalty: 5625.682129
	Iteration 72Q: 3 clusters Score -9198056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79738 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -9198051.000000 Penalty: 5625.682129
	Iteration 73Q: 3 clusters Score -9198051 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79739 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -9198049.000000 Penalty: 5625.682129
	Iteration 74Q: 3 clusters Score -9198049 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79739 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -9198049.000000 Penalty: 5625.682129
	Iteration 75F: 3 clusters Score -9198049 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 128860 members 
Mstep: Class 3 contains 2756 members 
Mstep: Class 4 contains 201119 members 
Mstep: Class 5 contains 16340 members 
Mstep: Class 6 contains 37465 members 
Mstep: Class 7 contains 1315 members 
Mstep: Class 8 contains 79739 members 
Mstep: Class 9 contains 49878 members 
Mstep: Class 10 contains 260161 members 
Mstep: Class 11 contains 19665 members 
Mstep: Class 12 contains 1895 members 
Mstep: Class 13 contains 5933 members 
Mstep: Class 14 contains 97673 members 
Mstep: Class 15 contains 18386 members 
Mstep: Class 16 contains 12018 members 
Mstep: Class 17 contains 13987 members 
Mstep: Class 18 contains 16943 members 
Mstep: Class 19 contains 236066 members 
Mstep: Class 20 contains 16730 members 
Mstep: Class 21 contains 3865 members 
Mstep: Class 22 contains 4558 members 
Mstep: Class 23 contains 130190 members 
Entering Unmasked Estep 
Score: -155519072.000000 Penalty: 80558.601562
Splitting cluster 8 changes total score from -155480560.000000 to -155519072.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 9 (49878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49878 members 
Entering Unmasked Estep 
Score: -5722522.000000 Penalty: 2682.699219
	Iteration 0F: 2 clusters Score -5722522 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25094 members 
Mstep: Class 2 contains 24784 members 
Entering Unmasked Estep 
Score: -5688953.000000 Penalty: 5365.398438
	Iteration 0F: 3 clusters Score -5688953 nChanged 22941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26605 members 
Mstep: Class 2 contains 23273 members 
Entering Unmasked Estep 
Score: -5702351.000000 Penalty: 5365.398438
	Iteration 1F: 3 clusters Score -5702351 nChanged 3847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28332 members 
Mstep: Class 2 contains 21546 members 
Entering Unmasked Estep 
Score: -5709323.500000 Penalty: 5365.398438
	Iteration 2F: 3 clusters Score -5709324 nChanged 7384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31976 members 
Mstep: Class 2 contains 17902 members 
Entering Unmasked Estep 
Score: -5734888.000000 Penalty: 5365.398438
	Iteration 3F: 3 clusters Score -5734888 nChanged 8095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37433 members 
Mstep: Class 2 contains 12445 members 
Entering Unmasked Estep 
Score: -5756320.500000 Penalty: 5365.398438
	Iteration 4F: 3 clusters Score -5756320 nChanged 3397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40022 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -5759327.500000 Penalty: 5365.398438
	Iteration 5F: 3 clusters Score -5759328 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41075 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -5760392.500000 Penalty: 5365.398438
	Iteration 6Q: 3 clusters Score -5760392 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41720 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -5761366.500000 Penalty: 5365.398438
	Iteration 7Q: 3 clusters Score -5761366 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42201 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -5762574.500000 Penalty: 5365.398438
	Iteration 8Q: 3 clusters Score -5762574 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42518 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -5763570.000000 Penalty: 5365.398438
	Iteration 9Q: 3 clusters Score -5763570 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42634 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -5763892.000000 Penalty: 5365.398438
	Iteration 10Q: 3 clusters Score -5763892 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42665 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -5763980.500000 Penalty: 5365.398438
	Iteration 11Q: 3 clusters Score -5763980 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42673 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -5763972.500000 Penalty: 5365.398438
	Iteration 12Q: 3 clusters Score -5763972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42674 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -5763973.000000 Penalty: 5365.398438
	Iteration 13Q: 3 clusters Score -5763973 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42674 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -5763973.000000 Penalty: 5365.398438
	Iteration 14F: 3 clusters Score -5763973 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 128860 members 
Mstep: Class 3 contains 2756 members 
Mstep: Class 4 contains 201119 members 
Mstep: Class 5 contains 16340 members 
Mstep: Class 6 contains 37465 members 
Mstep: Class 7 contains 1315 members 
Mstep: Class 8 contains 79739 members 
Mstep: Class 9 contains 42674 members 
Mstep: Class 10 contains 260161 members 
Mstep: Class 11 contains 19665 members 
Mstep: Class 12 contains 1895 members 
Mstep: Class 13 contains 5933 members 
Mstep: Class 14 contains 97673 members 
Mstep: Class 15 contains 18386 members 
Mstep: Class 16 contains 12018 members 
Mstep: Class 17 contains 13987 members 
Mstep: Class 18 contains 16943 members 
Mstep: Class 19 contains 236066 members 
Mstep: Class 20 contains 16730 members 
Mstep: Class 21 contains 3865 members 
Mstep: Class 22 contains 4558 members 
Mstep: Class 23 contains 130190 members 
Mstep: Class 24 contains 7204 members 
Entering Unmasked Estep 
Score: -155558896.000000 Penalty: 84061.156250
Splitting cluster 9 changes total score from -155480560.000000 to -155558896.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 10 (260161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260161 members 
Entering Unmasked Estep 
Score: -30703882.000000 Penalty: 3092.325928
	Iteration 0F: 2 clusters Score -3.070388e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129964 members 
Mstep: Class 2 contains 130197 members 
Entering Unmasked Estep 
Score: -30543542.000000 Penalty: 6184.651855
	Iteration 0F: 3 clusters Score -3.054354e+07 nChanged 125237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124269 members 
Mstep: Class 2 contains 135892 members 
Entering Unmasked Estep 
Score: -30619766.000000 Penalty: 6184.651855
	Iteration 1F: 3 clusters Score -3.061977e+07 nChanged 10547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119962 members 
Mstep: Class 2 contains 140199 members 
Entering Unmasked Estep 
Score: -30623664.000000 Penalty: 6184.651855
	Iteration 2Q: 3 clusters Score -3.062366e+07 nChanged 13101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113423 members 
Mstep: Class 2 contains 146738 members 
Entering Unmasked Estep 
Score: -30629536.000000 Penalty: 6184.651855
	Iteration 3F: 3 clusters Score -3.062954e+07 nChanged 15552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104225 members 
Mstep: Class 2 contains 155936 members 
Entering Unmasked Estep 
Score: -30637080.000000 Penalty: 6184.651855
	Iteration 4F: 3 clusters Score -3.063708e+07 nChanged 16734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93013 members 
Mstep: Class 2 contains 167148 members 
Entering Unmasked Estep 
Score: -30645818.000000 Penalty: 6184.651855
	Iteration 5F: 3 clusters Score -3.064582e+07 nChanged 16451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80482 members 
Mstep: Class 2 contains 179679 members 
Entering Unmasked Estep 
Score: -30654010.000000 Penalty: 6184.651855
	Iteration 6F: 3 clusters Score -3.065401e+07 nChanged 15384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67508 members 
Mstep: Class 2 contains 192653 members 
Entering Unmasked Estep 
Score: -30662456.000000 Penalty: 6184.651855
	Iteration 7F: 3 clusters Score -3.066246e+07 nChanged 13463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55339 members 
Mstep: Class 2 contains 204822 members 
Entering Unmasked Estep 
Score: -30670814.000000 Penalty: 6184.651855
	Iteration 8F: 3 clusters Score -3.067081e+07 nChanged 11350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44801 members 
Mstep: Class 2 contains 215360 members 
Entering Unmasked Estep 
Score: -30679490.000000 Penalty: 6184.651855
	Iteration 9Q: 3 clusters Score -3.067949e+07 nChanged 9063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36678 members 
Mstep: Class 2 contains 223483 members 
Entering Unmasked Estep 
Score: -30686244.000000 Penalty: 6184.651855
	Iteration 10Q: 3 clusters Score -3.068624e+07 nChanged 6862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30918 members 
Mstep: Class 2 contains 229243 members 
Entering Unmasked Estep 
Score: -30690726.000000 Penalty: 6184.651855
	Iteration 11Q: 3 clusters Score -3.069073e+07 nChanged 4896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26684 members 
Mstep: Class 2 contains 233477 members 
Entering Unmasked Estep 
Score: -30693530.000000 Penalty: 6184.651855
	Iteration 12Q: 3 clusters Score -3.069353e+07 nChanged 3714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23166 members 
Mstep: Class 2 contains 236995 members 
Entering Unmasked Estep 
Score: -30695046.000000 Penalty: 6184.651855
	Iteration 13Q: 3 clusters Score -3.069505e+07 nChanged 3055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20151 members 
Mstep: Class 2 contains 240010 members 
Entering Unmasked Estep 
Score: -30696100.000000 Penalty: 6184.651855
	Iteration 14Q: 3 clusters Score -3.06961e+07 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17474 members 
Mstep: Class 2 contains 242687 members 
Entering Unmasked Estep 
Score: -30697224.000000 Penalty: 6184.651855
	Iteration 15Q: 3 clusters Score -3.069722e+07 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15169 members 
Mstep: Class 2 contains 244992 members 
Entering Unmasked Estep 
Score: -30698076.000000 Penalty: 6184.651855
	Iteration 16Q: 3 clusters Score -3.069808e+07 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 246996 members 
Entering Unmasked Estep 
Score: -30698786.000000 Penalty: 6184.651855
	Iteration 17Q: 3 clusters Score -3.069879e+07 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 248655 members 
Entering Unmasked Estep 
Score: -30699492.000000 Penalty: 6184.651855
	Iteration 18Q: 3 clusters Score -3.069949e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 250085 members 
Entering Unmasked Estep 
Score: -30700030.000000 Penalty: 6184.651855
	Iteration 19Q: 3 clusters Score -3.070003e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 251288 members 
Entering Unmasked Estep 
Score: -30700510.000000 Penalty: 6184.651855
	Iteration 20F: 3 clusters Score -3.070051e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 252315 members 
Entering Unmasked Estep 
Score: -30700928.000000 Penalty: 6184.651855
	Iteration 21Q: 3 clusters Score -3.070093e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 253149 members 
Entering Unmasked Estep 
Score: -30701286.000000 Penalty: 6184.651855
	Iteration 22Q: 3 clusters Score -3.070129e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 253841 members 
Entering Unmasked Estep 
Score: -30701630.000000 Penalty: 6184.651855
	Iteration 23Q: 3 clusters Score -3.070163e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 254400 members 
Entering Unmasked Estep 
Score: -30701902.000000 Penalty: 6184.651855
	Iteration 24Q: 3 clusters Score -3.07019e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 254876 members 
Entering Unmasked Estep 
Score: -30702178.000000 Penalty: 6184.651855
	Iteration 25Q: 3 clusters Score -3.070218e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 255300 members 
Entering Unmasked Estep 
Score: -30702260.000000 Penalty: 6184.651855
	Iteration 26Q: 3 clusters Score -3.070226e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 255631 members 
Entering Unmasked Estep 
Score: -30702354.000000 Penalty: 6184.651855
	Iteration 27Q: 3 clusters Score -3.070235e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 255932 members 
Entering Unmasked Estep 
Score: -30702440.000000 Penalty: 6184.651855
	Iteration 28Q: 3 clusters Score -3.070244e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 256190 members 
Entering Unmasked Estep 
Score: -30702478.000000 Penalty: 6184.651855
	Iteration 29Q: 3 clusters Score -3.070248e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 256399 members 
Entering Unmasked Estep 
Score: -30702546.000000 Penalty: 6184.651855
	Iteration 30Q: 3 clusters Score -3.070255e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 256581 members 
Entering Unmasked Estep 
Score: -30702544.000000 Penalty: 6184.651855
	Iteration 31Q: 3 clusters Score -3.070254e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 256729 members 
Entering Unmasked Estep 
Score: -30702594.000000 Penalty: 6184.651855
	Iteration 32Q: 3 clusters Score -3.070259e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 256861 members 
Entering Unmasked Estep 
Score: -30702622.000000 Penalty: 6184.651855
	Iteration 33Q: 3 clusters Score -3.070262e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 256958 members 
Entering Unmasked Estep 
Score: -30702598.000000 Penalty: 6184.651855
	Iteration 34Q: 3 clusters Score -3.07026e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 257037 members 
Entering Unmasked Estep 
Score: -30702544.000000 Penalty: 6184.651855
	Iteration 35Q: 3 clusters Score -3.070254e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 257100 members 
Entering Unmasked Estep 
Score: -30702578.000000 Penalty: 6184.651855
	Iteration 36Q: 3 clusters Score -3.070258e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 257158 members 
Entering Unmasked Estep 
Score: -30702588.000000 Penalty: 6184.651855
	Iteration 37Q: 3 clusters Score -3.070259e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 257215 members 
Entering Unmasked Estep 
Score: -30702570.000000 Penalty: 6184.651855
	Iteration 38Q: 3 clusters Score -3.070257e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 257268 members 
Entering Unmasked Estep 
Score: -30702560.000000 Penalty: 6184.651855
	Iteration 39Q: 3 clusters Score -3.070256e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 257323 members 
Entering Unmasked Estep 
Score: -30702596.000000 Penalty: 6184.651855
	Iteration 40F: 3 clusters Score -3.07026e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 257360 members 
Entering Unmasked Estep 
Score: -30702584.000000 Penalty: 6184.651855
	Iteration 41Q: 3 clusters Score -3.070258e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 257389 members 
Entering Unmasked Estep 
Score: -30702568.000000 Penalty: 6184.651855
	Iteration 42Q: 3 clusters Score -3.070257e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 257421 members 
Entering Unmasked Estep 
Score: -30702596.000000 Penalty: 6184.651855
	Iteration 43Q: 3 clusters Score -3.07026e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 257458 members 
Entering Unmasked Estep 
Score: -30702642.000000 Penalty: 6184.651855
	Iteration 44Q: 3 clusters Score -3.070264e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 257497 members 
Entering Unmasked Estep 
Score: -30702630.000000 Penalty: 6184.651855
	Iteration 45Q: 3 clusters Score -3.070263e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 257534 members 
Entering Unmasked Estep 
Score: -30702636.000000 Penalty: 6184.651855
	Iteration 46Q: 3 clusters Score -3.070264e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 257566 members 
Entering Unmasked Estep 
Score: -30702616.000000 Penalty: 6184.651855
	Iteration 47Q: 3 clusters Score -3.070262e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 257588 members 
Entering Unmasked Estep 
Score: -30702634.000000 Penalty: 6184.651855
	Iteration 48Q: 3 clusters Score -3.070263e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 257607 members 
Entering Unmasked Estep 
Score: -30702636.000000 Penalty: 6184.651855
	Iteration 49Q: 3 clusters Score -3.070264e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 257619 members 
Entering Unmasked Estep 
Score: -30702628.000000 Penalty: 6184.651855
	Iteration 50Q: 3 clusters Score -3.070263e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 257632 members 
Entering Unmasked Estep 
Score: -30702630.000000 Penalty: 6184.651855
	Iteration 51Q: 3 clusters Score -3.070263e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 257643 members 
Entering Unmasked Estep 
Score: -30702640.000000 Penalty: 6184.651855
	Iteration 52Q: 3 clusters Score -3.070264e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 257652 members 
Entering Unmasked Estep 
Score: -30702640.000000 Penalty: 6184.651855
	Iteration 53Q: 3 clusters Score -3.070264e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 257663 members 
Entering Unmasked Estep 
Score: -30702626.000000 Penalty: 6184.651855
	Iteration 54Q: 3 clusters Score -3.070263e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 257673 members 
Entering Unmasked Estep 
Score: -30702616.000000 Penalty: 6184.651855
	Iteration 55Q: 3 clusters Score -3.070262e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 257686 members 
Entering Unmasked Estep 
Score: -30702620.000000 Penalty: 6184.651855
	Iteration 56Q: 3 clusters Score -3.070262e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 257692 members 
Entering Unmasked Estep 
Score: -30702620.000000 Penalty: 6184.651855
	Iteration 57Q: 3 clusters Score -3.070262e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 257702 members 
Entering Unmasked Estep 
Score: -30702626.000000 Penalty: 6184.651855
	Iteration 58Q: 3 clusters Score -3.070263e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 257713 members 
Entering Unmasked Estep 
Score: -30702648.000000 Penalty: 6184.651855
	Iteration 59Q: 3 clusters Score -3.070265e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 257724 members 
Entering Unmasked Estep 
Score: -30702636.000000 Penalty: 6184.651855
	Iteration 60F: 3 clusters Score -3.070264e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 257729 members 
Entering Unmasked Estep 
Score: -30702660.000000 Penalty: 6184.651855
	Iteration 61Q: 3 clusters Score -3.070266e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 257736 members 
Entering Unmasked Estep 
Score: -30702668.000000 Penalty: 6184.651855
	Iteration 62Q: 3 clusters Score -3.070267e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 257738 members 
Entering Unmasked Estep 
Score: -30702654.000000 Penalty: 6184.651855
	Iteration 63Q: 3 clusters Score -3.070265e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 257740 members 
Entering Unmasked Estep 
Score: -30702660.000000 Penalty: 6184.651855
	Iteration 64Q: 3 clusters Score -3.070266e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 257742 members 
Entering Unmasked Estep 
Score: -30702664.000000 Penalty: 6184.651855
	Iteration 65Q: 3 clusters Score -3.070266e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 257744 members 
Entering Unmasked Estep 
Score: -30702652.000000 Penalty: 6184.651855
	Iteration 66Q: 3 clusters Score -3.070265e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 257746 members 
Entering Unmasked Estep 
Score: -30702654.000000 Penalty: 6184.651855
	Iteration 67Q: 3 clusters Score -3.070265e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 257746 members 
Entering Unmasked Estep 
Score: -30702658.000000 Penalty: 6184.651855
	Iteration 68Q: 3 clusters Score -3.070266e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 257748 members 
Entering Unmasked Estep 
Score: -30702662.000000 Penalty: 6184.651855
	Iteration 69Q: 3 clusters Score -3.070266e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 257749 members 
Entering Unmasked Estep 
Score: -30702666.000000 Penalty: 6184.651855
	Iteration 70Q: 3 clusters Score -3.070267e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 257750 members 
Entering Unmasked Estep 
Score: -30702652.000000 Penalty: 6184.651855
	Iteration 71Q: 3 clusters Score -3.070265e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 257752 members 
Entering Unmasked Estep 
Score: -30702662.000000 Penalty: 6184.651855
	Iteration 72Q: 3 clusters Score -3.070266e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 257756 members 
Entering Unmasked Estep 
Score: -30702646.000000 Penalty: 6184.651855
	Iteration 73Q: 3 clusters Score -3.070265e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 257759 members 
Entering Unmasked Estep 
Score: -30702642.000000 Penalty: 6184.651855
	Iteration 74Q: 3 clusters Score -3.070264e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 257763 members 
Entering Unmasked Estep 
Score: -30702634.000000 Penalty: 6184.651855
	Iteration 75Q: 3 clusters Score -3.070263e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 257763 members 
Entering Unmasked Estep 
Score: -30702634.000000 Penalty: 6184.651855
	Iteration 76F: 3 clusters Score -3.070263e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Entering Unmasked Estep 
Score: -194039.484375 Penalty: 1871.649658
	Iteration 0F: 2 clusters Score -194039.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -191701.015625 Penalty: 3743.299316
	Iteration 0F: 3 clusters Score -191701 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -192677.359375 Penalty: 3743.299316
	Iteration 1F: 3 clusters Score -192677.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -193043.281250 Penalty: 3743.299316
	Iteration 2F: 3 clusters Score -193043.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -193321.015625 Penalty: 3743.299316
	Iteration 3F: 3 clusters Score -193321 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -193628.296875 Penalty: 3743.299316
	Iteration 4F: 3 clusters Score -193628.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -193867.468750 Penalty: 3743.299316
	Iteration 5F: 3 clusters Score -193867.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -194209.953125 Penalty: 3743.299316
	Iteration 6F: 3 clusters Score -194210 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -194918.906250 Penalty: 3743.299316
	Iteration 7F: 3 clusters Score -194918.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -195762.750000 Penalty: 3743.299316
	Iteration 8F: 3 clusters Score -195762.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -196249.500000 Penalty: 3743.299316
	Iteration 9F: 3 clusters Score -196249.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -196557.343750 Penalty: 3743.299316
	Iteration 10Q: 3 clusters Score -196557.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -196763.265625 Penalty: 3743.299316
	Iteration 11Q: 3 clusters Score -196763.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -196882.968750 Penalty: 3743.299316
	Iteration 12Q: 3 clusters Score -196883 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -196920.281250 Penalty: 3743.299316
	Iteration 13Q: 3 clusters Score -196920.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -196952.031250 Penalty: 3743.299316
	Iteration 14Q: 3 clusters Score -196952 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -197029.906250 Penalty: 3743.299316
	Iteration 15Q: 3 clusters Score -197029.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -197108.921875 Penalty: 3743.299316
	Iteration 16Q: 3 clusters Score -197108.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -197183.437500 Penalty: 3743.299316
	Iteration 17Q: 3 clusters Score -197183.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -197229.125000 Penalty: 3743.299316
	Iteration 18Q: 3 clusters Score -197229.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -197255.734375 Penalty: 3743.299316
	Iteration 19Q: 3 clusters Score -197255.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -197269.546875 Penalty: 3743.299316
	Iteration 20F: 3 clusters Score -197269.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -197286.921875 Penalty: 3743.299316
	Iteration 21Q: 3 clusters Score -197286.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -197287.625000 Penalty: 3743.299316
	Iteration 22Q: 3 clusters Score -197287.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -197287.625000 Penalty: 3743.299316
	Iteration 23F: 3 clusters Score -197287.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 128860 members 
Mstep: Class 3 contains 2756 members 
Mstep: Class 4 contains 201119 members 
Mstep: Class 5 contains 16340 members 
Mstep: Class 6 contains 37465 members 
Mstep: Class 7 contains 1315 members 
Mstep: Class 8 contains 79739 members 
Mstep: Class 9 contains 42674 members 
Mstep: Class 10 contains 260161 members 
Mstep: Class 11 contains 19665 members 
Mstep: Class 12 contains 1171 members 
Mstep: Class 13 contains 5933 members 
Mstep: Class 14 contains 97673 members 
Mstep: Class 15 contains 18386 members 
Mstep: Class 16 contains 12018 members 
Mstep: Class 17 contains 13987 members 
Mstep: Class 18 contains 16943 members 
Mstep: Class 19 contains 236066 members 
Mstep: Class 20 contains 16730 members 
Mstep: Class 21 contains 3865 members 
Mstep: Class 22 contains 4558 members 
Mstep: Class 23 contains 130190 members 
Mstep: Class 24 contains 7204 members 
Mstep: Class 25 contains 724 members 
Entering Unmasked Estep 
Score: -155560624.000000 Penalty: 87563.703125
Splitting cluster 12 changes total score from -155480560.000000 to -155560624.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 13 (5933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Entering Unmasked Estep 
Score: -668965.937500 Penalty: 2154.694580
	Iteration 0F: 2 clusters Score -668965.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -663859.812500 Penalty: 4309.389160
	Iteration 0F: 3 clusters Score -663859.8 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -665175.250000 Penalty: 4309.389160
	Iteration 1F: 3 clusters Score -665175.2 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -665510.562500 Penalty: 4309.389160
	Iteration 2F: 3 clusters Score -665510.6 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -665729.500000 Penalty: 4309.389160
	Iteration 3F: 3 clusters Score -665729.5 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -665916.000000 Penalty: 4309.389160
	Iteration 4Q: 3 clusters Score -665916 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -666072.687500 Penalty: 4309.389160
	Iteration 5Q: 3 clusters Score -666072.7 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -666230.937500 Penalty: 4309.389160
	Iteration 6Q: 3 clusters Score -666230.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -666408.812500 Penalty: 4309.389160
	Iteration 7Q: 3 clusters Score -666408.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -666583.062500 Penalty: 4309.389160
	Iteration 8Q: 3 clusters Score -666583.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -666763.187500 Penalty: 4309.389160
	Iteration 9Q: 3 clusters Score -666763.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -666909.875000 Penalty: 4309.389160
	Iteration 10Q: 3 clusters Score -666909.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -667032.562500 Penalty: 4309.389160
	Iteration 11Q: 3 clusters Score -667032.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -667127.750000 Penalty: 4309.389160
	Iteration 12Q: 3 clusters Score -667127.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -667225.937500 Penalty: 4309.389160
	Iteration 13Q: 3 clusters Score -667225.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -667300.750000 Penalty: 4309.389160
	Iteration 14Q: 3 clusters Score -667300.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -667357.000000 Penalty: 4309.389160
	Iteration 15Q: 3 clusters Score -667357 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -667394.437500 Penalty: 4309.389160
	Iteration 16Q: 3 clusters Score -667394.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -667429.500000 Penalty: 4309.389160
	Iteration 17Q: 3 clusters Score -667429.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -667462.250000 Penalty: 4309.389160
	Iteration 18Q: 3 clusters Score -667462.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -667482.875000 Penalty: 4309.389160
	Iteration 19Q: 3 clusters Score -667482.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -667497.562500 Penalty: 4309.389160
	Iteration 20F: 3 clusters Score -667497.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -667513.187500 Penalty: 4309.389160
	Iteration 21Q: 3 clusters Score -667513.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -667525.437500 Penalty: 4309.389160
	Iteration 22Q: 3 clusters Score -667525.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -667537.312500 Penalty: 4309.389160
	Iteration 23Q: 3 clusters Score -667537.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -667550.687500 Penalty: 4309.389160
	Iteration 24Q: 3 clusters Score -667550.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -667569.250000 Penalty: 4309.389160
	Iteration 25Q: 3 clusters Score -667569.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -667581.625000 Penalty: 4309.389160
	Iteration 26Q: 3 clusters Score -667581.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -667595.750000 Penalty: 4309.389160
	Iteration 27Q: 3 clusters Score -667595.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -667619.000000 Penalty: 4309.389160
	Iteration 28Q: 3 clusters Score -667619 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -667649.812500 Penalty: 4309.389160
	Iteration 29Q: 3 clusters Score -667649.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -667679.375000 Penalty: 4309.389160
	Iteration 30Q: 3 clusters Score -667679.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -667712.187500 Penalty: 4309.389160
	Iteration 31Q: 3 clusters Score -667712.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -667754.437500 Penalty: 4309.389160
	Iteration 32Q: 3 clusters Score -667754.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -667803.750000 Penalty: 4309.389160
	Iteration 33Q: 3 clusters Score -667803.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -667875.812500 Penalty: 4309.389160
	Iteration 34Q: 3 clusters Score -667875.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -668023.125000 Penalty: 4309.389160
	Iteration 35Q: 3 clusters Score -668023.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -668351.937500 Penalty: 4309.389160
	Iteration 36Q: 3 clusters Score -668351.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -668740.625000 Penalty: 4309.389160
	Iteration 37Q: 3 clusters Score -668740.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -668921.812500 Penalty: 4309.389160
	Iteration 38Q: 3 clusters Score -668921.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -668993.562500 Penalty: 4309.389160
	Iteration 39Q: 3 clusters Score -668993.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -669013.812500 Penalty: 4309.389160
	Iteration 40F: 3 clusters Score -669013.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -669021.000000 Penalty: 4309.389160
	Iteration 41Q: 3 clusters Score -669021 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -669022.937500 Penalty: 4309.389160
	Iteration 42Q: 3 clusters Score -669022.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -669024.250000 Penalty: 4309.389160
	Iteration 43Q: 3 clusters Score -669024.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -669023.937500 Penalty: 4309.389160
	Iteration 44Q: 3 clusters Score -669023.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -669023.937500 Penalty: 4309.389160
	Iteration 45F: 3 clusters Score -669023.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 128860 members 
Mstep: Class 3 contains 2756 members 
Mstep: Class 4 contains 201119 members 
Mstep: Class 5 contains 16340 members 
Mstep: Class 6 contains 37465 members 
Mstep: Class 7 contains 1315 members 
Mstep: Class 8 contains 79739 members 
Mstep: Class 9 contains 42674 members 
Mstep: Class 10 contains 260161 members 
Mstep: Class 11 contains 19665 members 
Mstep: Class 12 contains 1171 members 
Mstep: Class 13 contains 1713 members 
Mstep: Class 14 contains 97673 members 
Mstep: Class 15 contains 18386 members 
Mstep: Class 16 contains 12018 members 
Mstep: Class 17 contains 13987 members 
Mstep: Class 18 contains 16943 members 
Mstep: Class 19 contains 236066 members 
Mstep: Class 20 contains 16730 members 
Mstep: Class 21 contains 3865 members 
Mstep: Class 22 contains 4558 members 
Mstep: Class 23 contains 130190 members 
Mstep: Class 24 contains 7204 members 
Mstep: Class 25 contains 724 members 
Mstep: Class 26 contains 4220 members 
Entering Unmasked Estep 
Score: -155559072.000000 Penalty: 91066.250000
Splitting cluster 13 changes total score from -155480560.000000 to -155559072.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 14 (97673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97673 members 
Entering Unmasked Estep 
Score: -11620307.000000 Penalty: 2849.366455
	Iteration 0F: 2 clusters Score -1.162031e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48873 members 
Mstep: Class 2 contains 48800 members 
Entering Unmasked Estep 
Score: -11554908.000000 Penalty: 5698.732910
	Iteration 0F: 3 clusters Score -1.155491e+07 nChanged 46225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49116 members 
Mstep: Class 2 contains 48557 members 
Entering Unmasked Estep 
Score: -11582559.000000 Penalty: 5698.732910
	Iteration 1F: 3 clusters Score -1.158256e+07 nChanged 4613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48523 members 
Mstep: Class 2 contains 49150 members 
Entering Unmasked Estep 
Score: -11584560.000000 Penalty: 5698.732910
	Iteration 2Q: 3 clusters Score -1.158456e+07 nChanged 5271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47174 members 
Mstep: Class 2 contains 50499 members 
Entering Unmasked Estep 
Score: -11587372.000000 Penalty: 5698.732910
	Iteration 3F: 3 clusters Score -1.158737e+07 nChanged 6242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44694 members 
Mstep: Class 2 contains 52979 members 
Entering Unmasked Estep 
Score: -11591123.000000 Penalty: 5698.732910
	Iteration 4F: 3 clusters Score -1.159112e+07 nChanged 7155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41255 members 
Mstep: Class 2 contains 56418 members 
Entering Unmasked Estep 
Score: -11596060.000000 Penalty: 5698.732910
	Iteration 5F: 3 clusters Score -1.159606e+07 nChanged 7247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37616 members 
Mstep: Class 2 contains 60057 members 
Entering Unmasked Estep 
Score: -11600952.000000 Penalty: 5698.732910
	Iteration 6F: 3 clusters Score -1.160095e+07 nChanged 6299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34439 members 
Mstep: Class 2 contains 63234 members 
Entering Unmasked Estep 
Score: -11604778.000000 Penalty: 5698.732910
	Iteration 7F: 3 clusters Score -1.160478e+07 nChanged 4785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31986 members 
Mstep: Class 2 contains 65687 members 
Entering Unmasked Estep 
Score: -11607550.000000 Penalty: 5698.732910
	Iteration 8Q: 3 clusters Score -1.160755e+07 nChanged 3522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29870 members 
Mstep: Class 2 contains 67803 members 
Entering Unmasked Estep 
Score: -11609660.000000 Penalty: 5698.732910
	Iteration 9Q: 3 clusters Score -1.160966e+07 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27972 members 
Mstep: Class 2 contains 69701 members 
Entering Unmasked Estep 
Score: -11611572.000000 Penalty: 5698.732910
	Iteration 10Q: 3 clusters Score -1.161157e+07 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26235 members 
Mstep: Class 2 contains 71438 members 
Entering Unmasked Estep 
Score: -11612707.000000 Penalty: 5698.732910
	Iteration 11Q: 3 clusters Score -1.161271e+07 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24675 members 
Mstep: Class 2 contains 72998 members 
Entering Unmasked Estep 
Score: -11613380.000000 Penalty: 5698.732910
	Iteration 12Q: 3 clusters Score -1.161338e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23272 members 
Mstep: Class 2 contains 74401 members 
Entering Unmasked Estep 
Score: -11613863.000000 Penalty: 5698.732910
	Iteration 13Q: 3 clusters Score -1.161386e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21968 members 
Mstep: Class 2 contains 75705 members 
Entering Unmasked Estep 
Score: -11614237.000000 Penalty: 5698.732910
	Iteration 14Q: 3 clusters Score -1.161424e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20717 members 
Mstep: Class 2 contains 76956 members 
Entering Unmasked Estep 
Score: -11614580.000000 Penalty: 5698.732910
	Iteration 15Q: 3 clusters Score -1.161458e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19531 members 
Mstep: Class 2 contains 78142 members 
Entering Unmasked Estep 
Score: -11614901.000000 Penalty: 5698.732910
	Iteration 16Q: 3 clusters Score -1.16149e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18374 members 
Mstep: Class 2 contains 79299 members 
Entering Unmasked Estep 
Score: -11615327.000000 Penalty: 5698.732910
	Iteration 17Q: 3 clusters Score -1.161533e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17246 members 
Mstep: Class 2 contains 80427 members 
Entering Unmasked Estep 
Score: -11615658.000000 Penalty: 5698.732910
	Iteration 18Q: 3 clusters Score -1.161566e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16205 members 
Mstep: Class 2 contains 81468 members 
Entering Unmasked Estep 
Score: -11616017.000000 Penalty: 5698.732910
	Iteration 19Q: 3 clusters Score -1.161602e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15200 members 
Mstep: Class 2 contains 82473 members 
Entering Unmasked Estep 
Score: -11616314.000000 Penalty: 5698.732910
	Iteration 20F: 3 clusters Score -1.161631e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14272 members 
Mstep: Class 2 contains 83401 members 
Entering Unmasked Estep 
Score: -11616610.000000 Penalty: 5698.732910
	Iteration 21Q: 3 clusters Score -1.161661e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13425 members 
Mstep: Class 2 contains 84248 members 
Entering Unmasked Estep 
Score: -11616825.000000 Penalty: 5698.732910
	Iteration 22Q: 3 clusters Score -1.161682e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12650 members 
Mstep: Class 2 contains 85023 members 
Entering Unmasked Estep 
Score: -11617070.000000 Penalty: 5698.732910
	Iteration 23Q: 3 clusters Score -1.161707e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 85738 members 
Entering Unmasked Estep 
Score: -11617229.000000 Penalty: 5698.732910
	Iteration 24Q: 3 clusters Score -1.161723e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 86357 members 
Entering Unmasked Estep 
Score: -11617390.000000 Penalty: 5698.732910
	Iteration 25Q: 3 clusters Score -1.161739e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 86921 members 
Entering Unmasked Estep 
Score: -11617620.000000 Penalty: 5698.732910
	Iteration 26Q: 3 clusters Score -1.161762e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 87452 members 
Entering Unmasked Estep 
Score: -11617760.000000 Penalty: 5698.732910
	Iteration 27Q: 3 clusters Score -1.161776e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 87932 members 
Entering Unmasked Estep 
Score: -11617932.000000 Penalty: 5698.732910
	Iteration 28Q: 3 clusters Score -1.161793e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 88322 members 
Entering Unmasked Estep 
Score: -11617976.000000 Penalty: 5698.732910
	Iteration 29Q: 3 clusters Score -1.161798e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 88713 members 
Entering Unmasked Estep 
Score: -11618124.000000 Penalty: 5698.732910
	Iteration 30Q: 3 clusters Score -1.161812e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 89071 members 
Entering Unmasked Estep 
Score: -11618230.000000 Penalty: 5698.732910
	Iteration 31Q: 3 clusters Score -1.161823e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 89385 members 
Entering Unmasked Estep 
Score: -11618315.000000 Penalty: 5698.732910
	Iteration 32Q: 3 clusters Score -1.161832e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 89669 members 
Entering Unmasked Estep 
Score: -11618364.000000 Penalty: 5698.732910
	Iteration 33Q: 3 clusters Score -1.161836e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 89947 members 
Entering Unmasked Estep 
Score: -11618459.000000 Penalty: 5698.732910
	Iteration 34Q: 3 clusters Score -1.161846e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 90232 members 
Entering Unmasked Estep 
Score: -11618536.000000 Penalty: 5698.732910
	Iteration 35Q: 3 clusters Score -1.161854e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 90484 members 
Entering Unmasked Estep 
Score: -11618604.000000 Penalty: 5698.732910
	Iteration 36Q: 3 clusters Score -1.16186e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 90725 members 
Entering Unmasked Estep 
Score: -11618713.000000 Penalty: 5698.732910
	Iteration 37Q: 3 clusters Score -1.161871e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 90943 members 
Entering Unmasked Estep 
Score: -11618744.000000 Penalty: 5698.732910
	Iteration 38Q: 3 clusters Score -1.161874e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 91155 members 
Entering Unmasked Estep 
Score: -11618792.000000 Penalty: 5698.732910
	Iteration 39Q: 3 clusters Score -1.161879e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 91328 members 
Entering Unmasked Estep 
Score: -11618812.000000 Penalty: 5698.732910
	Iteration 40F: 3 clusters Score -1.161881e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 91490 members 
Entering Unmasked Estep 
Score: -11618837.000000 Penalty: 5698.732910
	Iteration 41Q: 3 clusters Score -1.161884e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 91618 members 
Entering Unmasked Estep 
Score: -11618866.000000 Penalty: 5698.732910
	Iteration 42Q: 3 clusters Score -1.161887e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 91724 members 
Entering Unmasked Estep 
Score: -11618916.000000 Penalty: 5698.732910
	Iteration 43Q: 3 clusters Score -1.161892e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 91818 members 
Entering Unmasked Estep 
Score: -11618926.000000 Penalty: 5698.732910
	Iteration 44Q: 3 clusters Score -1.161893e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 91900 members 
Entering Unmasked Estep 
Score: -11618968.000000 Penalty: 5698.732910
	Iteration 45Q: 3 clusters Score -1.161897e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 91954 members 
Entering Unmasked Estep 
Score: -11618972.000000 Penalty: 5698.732910
	Iteration 46Q: 3 clusters Score -1.161897e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 92013 members 
Entering Unmasked Estep 
Score: -11618986.000000 Penalty: 5698.732910
	Iteration 47Q: 3 clusters Score -1.161899e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 92066 members 
Entering Unmasked Estep 
Score: -11618999.000000 Penalty: 5698.732910
	Iteration 48Q: 3 clusters Score -1.1619e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 92098 members 
Entering Unmasked Estep 
Score: -11618965.000000 Penalty: 5698.732910
	Iteration 49Q: 3 clusters Score -1.161896e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 92129 members 
Entering Unmasked Estep 
Score: -11618953.000000 Penalty: 5698.732910
	Iteration 50Q: 3 clusters Score -1.161895e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 92158 members 
Entering Unmasked Estep 
Score: -11618972.000000 Penalty: 5698.732910
	Iteration 51Q: 3 clusters Score -1.161897e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 92189 members 
Entering Unmasked Estep 
Score: -11618984.000000 Penalty: 5698.732910
	Iteration 52Q: 3 clusters Score -1.161898e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 92214 members 
Entering Unmasked Estep 
Score: -11618997.000000 Penalty: 5698.732910
	Iteration 53Q: 3 clusters Score -1.1619e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 92232 members 
Entering Unmasked Estep 
Score: -11618987.000000 Penalty: 5698.732910
	Iteration 54Q: 3 clusters Score -1.161899e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 92255 members 
Entering Unmasked Estep 
Score: -11618988.000000 Penalty: 5698.732910
	Iteration 55Q: 3 clusters Score -1.161899e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 92278 members 
Entering Unmasked Estep 
Score: -11618983.000000 Penalty: 5698.732910
	Iteration 56Q: 3 clusters Score -1.161898e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 92296 members 
Entering Unmasked Estep 
Score: -11618986.000000 Penalty: 5698.732910
	Iteration 57Q: 3 clusters Score -1.161899e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 92313 members 
Entering Unmasked Estep 
Score: -11618970.000000 Penalty: 5698.732910
	Iteration 58Q: 3 clusters Score -1.161897e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 92330 members 
Entering Unmasked Estep 
Score: -11618973.000000 Penalty: 5698.732910
	Iteration 59Q: 3 clusters Score -1.161897e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 92346 members 
Entering Unmasked Estep 
Score: -11618984.000000 Penalty: 5698.732910
	Iteration 60F: 3 clusters Score -1.161898e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 92367 members 
Entering Unmasked Estep 
Score: -11618975.000000 Penalty: 5698.732910
	Iteration 61Q: 3 clusters Score -1.161898e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 92394 members 
Entering Unmasked Estep 
Score: -11618975.000000 Penalty: 5698.732910
	Iteration 62Q: 3 clusters Score -1.161898e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 92417 members 
Entering Unmasked Estep 
Score: -11618973.000000 Penalty: 5698.732910
	Iteration 63Q: 3 clusters Score -1.161897e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 92446 members 
Entering Unmasked Estep 
Score: -11618973.000000 Penalty: 5698.732910
	Iteration 64Q: 3 clusters Score -1.161897e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 92460 members 
Entering Unmasked Estep 
Score: -11618974.000000 Penalty: 5698.732910
	Iteration 65Q: 3 clusters Score -1.161897e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 92473 members 
Entering Unmasked Estep 
Score: -11618991.000000 Penalty: 5698.732910
	Iteration 66Q: 3 clusters Score -1.161899e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 92497 members 
Entering Unmasked Estep 
Score: -11618988.000000 Penalty: 5698.732910
	Iteration 67Q: 3 clusters Score -1.161899e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 92511 members 
Entering Unmasked Estep 
Score: -11618987.000000 Penalty: 5698.732910
	Iteration 68Q: 3 clusters Score -1.161899e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 92523 members 
Entering Unmasked Estep 
Score: -11619011.000000 Penalty: 5698.732910
	Iteration 69Q: 3 clusters Score -1.161901e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 92527 members 
Entering Unmasked Estep 
Score: -11619011.000000 Penalty: 5698.732910
	Iteration 70Q: 3 clusters Score -1.161901e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 92531 members 
Entering Unmasked Estep 
Score: -11619013.000000 Penalty: 5698.732910
	Iteration 71Q: 3 clusters Score -1.161901e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 92540 members 
Entering Unmasked Estep 
Score: -11619023.000000 Penalty: 5698.732910
	Iteration 72Q: 3 clusters Score -1.161902e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 92548 members 
Entering Unmasked Estep 
Score: -11619020.000000 Penalty: 5698.732910
	Iteration 73Q: 3 clusters Score -1.161902e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 92551 members 
Entering Unmasked Estep 
Score: -11619017.000000 Penalty: 5698.732910
	Iteration 74Q: 3 clusters Score -1.161902e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 92555 members 
Entering Unmasked Estep 
Score: -11619018.000000 Penalty: 5698.732910
	Iteration 75Q: 3 clusters Score -1.161902e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 92560 members 
Entering Unmasked Estep 
Score: -11619025.000000 Penalty: 5698.732910
	Iteration 76Q: 3 clusters Score -1.161902e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 92566 members 
Entering Unmasked Estep 
Score: -11619034.000000 Penalty: 5698.732910
	Iteration 77Q: 3 clusters Score -1.161903e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 92574 members 
Entering Unmasked Estep 
Score: -11619028.000000 Penalty: 5698.732910
	Iteration 78Q: 3 clusters Score -1.161903e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 92578 members 
Entering Unmasked Estep 
Score: -11619043.000000 Penalty: 5698.732910
	Iteration 79Q: 3 clusters Score -1.161904e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 92580 members 
Entering Unmasked Estep 
Score: -11619033.000000 Penalty: 5698.732910
	Iteration 80F: 3 clusters Score -1.161903e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 92582 members 
Entering Unmasked Estep 
Score: -11619050.000000 Penalty: 5698.732910
	Iteration 81Q: 3 clusters Score -1.161905e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 92586 members 
Entering Unmasked Estep 
Score: -11619041.000000 Penalty: 5698.732910
	Iteration 82Q: 3 clusters Score -1.161904e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 92588 members 
Entering Unmasked Estep 
Score: -11619047.000000 Penalty: 5698.732910
	Iteration 83Q: 3 clusters Score -1.161905e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 92588 members 
Entering Unmasked Estep 
Score: -11619047.000000 Penalty: 5698.732910
	Iteration 84F: 3 clusters Score -1.161905e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (18386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18386 members 
Entering Unmasked Estep 
Score: -1992931.000000 Penalty: 2435.197510
	Iteration 0F: 2 clusters Score -1992931 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -1979847.875000 Penalty: 4870.395020
	Iteration 0F: 3 clusters Score -1979848 nChanged 8071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -1984150.625000 Penalty: 4870.395020
	Iteration 1F: 3 clusters Score -1984151 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -1984594.750000 Penalty: 4870.395020
	Iteration 2F: 3 clusters Score -1984595 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -1984930.125000 Penalty: 4870.395020
	Iteration 3Q: 3 clusters Score -1984930 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -1985204.500000 Penalty: 4870.395020
	Iteration 4Q: 3 clusters Score -1985204 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -1985459.875000 Penalty: 4870.395020
	Iteration 5Q: 3 clusters Score -1985460 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -1985704.250000 Penalty: 4870.395020
	Iteration 6Q: 3 clusters Score -1985704 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -1985951.875000 Penalty: 4870.395020
	Iteration 7Q: 3 clusters Score -1985952 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -1986251.125000 Penalty: 4870.395020
	Iteration 8Q: 3 clusters Score -1986251 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -1986594.500000 Penalty: 4870.395020
	Iteration 9Q: 3 clusters Score -1986594 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -1986922.875000 Penalty: 4870.395020
	Iteration 10Q: 3 clusters Score -1986923 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -1987261.875000 Penalty: 4870.395020
	Iteration 11Q: 3 clusters Score -1987262 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -1987592.125000 Penalty: 4870.395020
	Iteration 12Q: 3 clusters Score -1987592 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -1987880.750000 Penalty: 4870.395020
	Iteration 13Q: 3 clusters Score -1987881 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -1988228.875000 Penalty: 4870.395020
	Iteration 14Q: 3 clusters Score -1988229 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -1988540.125000 Penalty: 4870.395020
	Iteration 15Q: 3 clusters Score -1988540 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -1988815.000000 Penalty: 4870.395020
	Iteration 16Q: 3 clusters Score -1988815 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -1989022.000000 Penalty: 4870.395020
	Iteration 17Q: 3 clusters Score -1989022 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -1989171.875000 Penalty: 4870.395020
	Iteration 18Q: 3 clusters Score -1989172 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12585 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -1989292.375000 Penalty: 4870.395020
	Iteration 19Q: 3 clusters Score -1989292 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -1989385.625000 Penalty: 4870.395020
	Iteration 20F: 3 clusters Score -1989386 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13076 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -1989483.625000 Penalty: 4870.395020
	Iteration 21Q: 3 clusters Score -1989484 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13303 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -1989555.000000 Penalty: 4870.395020
	Iteration 22Q: 3 clusters Score -1989555 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13490 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -1989632.750000 Penalty: 4870.395020
	Iteration 23Q: 3 clusters Score -1989633 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13698 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -1989713.250000 Penalty: 4870.395020
	Iteration 24Q: 3 clusters Score -1989713 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13915 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -1989780.750000 Penalty: 4870.395020
	Iteration 25Q: 3 clusters Score -1989781 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14120 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -1989866.000000 Penalty: 4870.395020
	Iteration 26Q: 3 clusters Score -1989866 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14314 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -1989934.125000 Penalty: 4870.395020
	Iteration 27Q: 3 clusters Score -1989934 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14523 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -1990027.000000 Penalty: 4870.395020
	Iteration 28Q: 3 clusters Score -1990027 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14722 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -1990113.750000 Penalty: 4870.395020
	Iteration 29Q: 3 clusters Score -1990114 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14946 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -1990231.500000 Penalty: 4870.395020
	Iteration 30Q: 3 clusters Score -1990232 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15172 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -1990333.875000 Penalty: 4870.395020
	Iteration 31Q: 3 clusters Score -1990334 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15388 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -1990437.000000 Penalty: 4870.395020
	Iteration 32Q: 3 clusters Score -1990437 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15588 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -1990542.750000 Penalty: 4870.395020
	Iteration 33Q: 3 clusters Score -1990543 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15792 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1990646.250000 Penalty: 4870.395020
	Iteration 34Q: 3 clusters Score -1990646 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15975 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -1990759.875000 Penalty: 4870.395020
	Iteration 35Q: 3 clusters Score -1990760 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16127 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -1990847.875000 Penalty: 4870.395020
	Iteration 36Q: 3 clusters Score -1990848 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16280 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -1990942.000000 Penalty: 4870.395020
	Iteration 37Q: 3 clusters Score -1990942 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16433 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -1991028.250000 Penalty: 4870.395020
	Iteration 38Q: 3 clusters Score -1991028 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16548 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -1991083.625000 Penalty: 4870.395020
	Iteration 39Q: 3 clusters Score -1991084 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16649 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -1991140.500000 Penalty: 4870.395020
	Iteration 40F: 3 clusters Score -1991140 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16730 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -1991173.250000 Penalty: 4870.395020
	Iteration 41Q: 3 clusters Score -1991173 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16797 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -1991206.625000 Penalty: 4870.395020
	Iteration 42Q: 3 clusters Score -1991207 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16853 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1991235.875000 Penalty: 4870.395020
	Iteration 43Q: 3 clusters Score -1991236 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16904 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1991258.500000 Penalty: 4870.395020
	Iteration 44Q: 3 clusters Score -1991258 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16947 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1991284.625000 Penalty: 4870.395020
	Iteration 45Q: 3 clusters Score -1991285 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16987 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1991302.500000 Penalty: 4870.395020
	Iteration 46Q: 3 clusters Score -1991302 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17019 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1991311.250000 Penalty: 4870.395020
	Iteration 47Q: 3 clusters Score -1991311 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17035 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1991319.875000 Penalty: 4870.395020
	Iteration 48Q: 3 clusters Score -1991320 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17047 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1991324.875000 Penalty: 4870.395020
	Iteration 49Q: 3 clusters Score -1991325 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17067 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1991336.125000 Penalty: 4870.395020
	Iteration 50Q: 3 clusters Score -1991336 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17083 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1991343.125000 Penalty: 4870.395020
	Iteration 51Q: 3 clusters Score -1991343 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17102 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1991350.750000 Penalty: 4870.395020
	Iteration 52Q: 3 clusters Score -1991351 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17121 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1991359.000000 Penalty: 4870.395020
	Iteration 53Q: 3 clusters Score -1991359 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17140 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1991367.250000 Penalty: 4870.395020
	Iteration 54Q: 3 clusters Score -1991367 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17156 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1991382.125000 Penalty: 4870.395020
	Iteration 55Q: 3 clusters Score -1991382 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17170 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1991389.625000 Penalty: 4870.395020
	Iteration 56Q: 3 clusters Score -1991390 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17186 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1991397.500000 Penalty: 4870.395020
	Iteration 57Q: 3 clusters Score -1991398 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17197 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1991409.625000 Penalty: 4870.395020
	Iteration 58Q: 3 clusters Score -1991410 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17215 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1991415.625000 Penalty: 4870.395020
	Iteration 59Q: 3 clusters Score -1991416 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17225 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1991420.625000 Penalty: 4870.395020
	Iteration 60F: 3 clusters Score -1991421 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17237 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1991425.750000 Penalty: 4870.395020
	Iteration 61Q: 3 clusters Score -1991426 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17245 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1991433.250000 Penalty: 4870.395020
	Iteration 62Q: 3 clusters Score -1991433 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17253 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1991434.250000 Penalty: 4870.395020
	Iteration 63Q: 3 clusters Score -1991434 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17261 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1991441.375000 Penalty: 4870.395020
	Iteration 64Q: 3 clusters Score -1991441 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17265 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1991441.125000 Penalty: 4870.395020
	Iteration 65Q: 3 clusters Score -1991441 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17270 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1991447.125000 Penalty: 4870.395020
	Iteration 66Q: 3 clusters Score -1991447 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17273 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1991451.125000 Penalty: 4870.395020
	Iteration 67Q: 3 clusters Score -1991451 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17279 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1991456.000000 Penalty: 4870.395020
	Iteration 68Q: 3 clusters Score -1991456 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17284 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1991458.750000 Penalty: 4870.395020
	Iteration 69Q: 3 clusters Score -1991459 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17285 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1991461.250000 Penalty: 4870.395020
	Iteration 70Q: 3 clusters Score -1991461 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17287 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1991461.625000 Penalty: 4870.395020
	Iteration 71Q: 3 clusters Score -1991462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17288 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1991464.125000 Penalty: 4870.395020
	Iteration 72Q: 3 clusters Score -1991464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17292 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1991464.625000 Penalty: 4870.395020
	Iteration 73Q: 3 clusters Score -1991465 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17295 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1991468.500000 Penalty: 4870.395020
	Iteration 74Q: 3 clusters Score -1991468 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17302 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1991471.500000 Penalty: 4870.395020
	Iteration 75Q: 3 clusters Score -1991472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17303 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1991473.500000 Penalty: 4870.395020
	Iteration 76Q: 3 clusters Score -1991474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17304 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1991474.375000 Penalty: 4870.395020
	Iteration 77Q: 3 clusters Score -1991474 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17304 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1991474.375000 Penalty: 4870.395020
	Iteration 78F: 3 clusters Score -1991474 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (12018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Entering Unmasked Estep 
Score: -1308003.125000 Penalty: 2329.751953
	Iteration 0F: 2 clusters Score -1308003 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -1299005.250000 Penalty: 4659.503906
	Iteration 0F: 3 clusters Score -1299005 nChanged 5098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -1302058.250000 Penalty: 4659.503906
	Iteration 1F: 3 clusters Score -1302058 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -1303139.000000 Penalty: 4659.503906
	Iteration 2F: 3 clusters Score -1303139 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -1304753.375000 Penalty: 4659.503906
	Iteration 3F: 3 clusters Score -1304753 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -1306216.875000 Penalty: 4659.503906
	Iteration 4F: 3 clusters Score -1306217 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -1306944.625000 Penalty: 4659.503906
	Iteration 5F: 3 clusters Score -1306945 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -1307254.250000 Penalty: 4659.503906
	Iteration 6Q: 3 clusters Score -1307254 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -1307385.750000 Penalty: 4659.503906
	Iteration 7Q: 3 clusters Score -1307386 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -1307461.500000 Penalty: 4659.503906
	Iteration 8Q: 3 clusters Score -1307462 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -1307520.625000 Penalty: 4659.503906
	Iteration 9Q: 3 clusters Score -1307521 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -1307565.125000 Penalty: 4659.503906
	Iteration 10Q: 3 clusters Score -1307565 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -1307616.125000 Penalty: 4659.503906
	Iteration 11Q: 3 clusters Score -1307616 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -1307659.250000 Penalty: 4659.503906
	Iteration 12Q: 3 clusters Score -1307659 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -1307706.375000 Penalty: 4659.503906
	Iteration 13Q: 3 clusters Score -1307706 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -1307763.000000 Penalty: 4659.503906
	Iteration 14Q: 3 clusters Score -1307763 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -1307835.000000 Penalty: 4659.503906
	Iteration 15Q: 3 clusters Score -1307835 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -1307928.875000 Penalty: 4659.503906
	Iteration 16Q: 3 clusters Score -1307929 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -1308016.875000 Penalty: 4659.503906
	Iteration 17Q: 3 clusters Score -1308017 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -1308100.500000 Penalty: 4659.503906
	Iteration 18Q: 3 clusters Score -1308100 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -1308155.000000 Penalty: 4659.503906
	Iteration 19Q: 3 clusters Score -1308155 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -1308198.375000 Penalty: 4659.503906
	Iteration 20F: 3 clusters Score -1308198 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -1308223.750000 Penalty: 4659.503906
	Iteration 21Q: 3 clusters Score -1308224 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -1308251.625000 Penalty: 4659.503906
	Iteration 22Q: 3 clusters Score -1308252 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -1308277.750000 Penalty: 4659.503906
	Iteration 23Q: 3 clusters Score -1308278 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -1308291.125000 Penalty: 4659.503906
	Iteration 24Q: 3 clusters Score -1308291 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -1308305.750000 Penalty: 4659.503906
	Iteration 25Q: 3 clusters Score -1308306 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -1308313.500000 Penalty: 4659.503906
	Iteration 26Q: 3 clusters Score -1308314 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -1308322.250000 Penalty: 4659.503906
	Iteration 27Q: 3 clusters Score -1308322 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -1308325.125000 Penalty: 4659.503906
	Iteration 28Q: 3 clusters Score -1308325 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -1308332.000000 Penalty: 4659.503906
	Iteration 29Q: 3 clusters Score -1308332 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -1308342.500000 Penalty: 4659.503906
	Iteration 30Q: 3 clusters Score -1308342 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -1308351.125000 Penalty: 4659.503906
	Iteration 31Q: 3 clusters Score -1308351 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -1308350.000000 Penalty: 4659.503906
	Iteration 32Q: 3 clusters Score -1308350 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1308353.750000 Penalty: 4659.503906
	Iteration 33Q: 3 clusters Score -1308354 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -1308359.125000 Penalty: 4659.503906
	Iteration 34Q: 3 clusters Score -1308359 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -1308364.625000 Penalty: 4659.503906
	Iteration 35Q: 3 clusters Score -1308365 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -1308366.125000 Penalty: 4659.503906
	Iteration 36Q: 3 clusters Score -1308366 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -1308370.375000 Penalty: 4659.503906
	Iteration 37Q: 3 clusters Score -1308370 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -1308368.750000 Penalty: 4659.503906
	Iteration 38Q: 3 clusters Score -1308369 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -1308376.375000 Penalty: 4659.503906
	Iteration 39Q: 3 clusters Score -1308376 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -1308378.625000 Penalty: 4659.503906
	Iteration 40F: 3 clusters Score -1308379 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -1308379.625000 Penalty: 4659.503906
	Iteration 41Q: 3 clusters Score -1308380 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -1308381.750000 Penalty: 4659.503906
	Iteration 42Q: 3 clusters Score -1308382 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -1308385.125000 Penalty: 4659.503906
	Iteration 43Q: 3 clusters Score -1308385 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1308384.250000 Penalty: 4659.503906
	Iteration 44Q: 3 clusters Score -1308384 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1308390.375000 Penalty: 4659.503906
	Iteration 45Q: 3 clusters Score -1308390 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -1308386.250000 Penalty: 4659.503906
	Iteration 46Q: 3 clusters Score -1308386 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -1308389.250000 Penalty: 4659.503906
	Iteration 47Q: 3 clusters Score -1308389 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -1308388.375000 Penalty: 4659.503906
	Iteration 48Q: 3 clusters Score -1308388 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -1308389.125000 Penalty: 4659.503906
	Iteration 49Q: 3 clusters Score -1308389 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -1308388.000000 Penalty: 4659.503906
	Iteration 50Q: 3 clusters Score -1308388 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -1308389.250000 Penalty: 4659.503906
	Iteration 51Q: 3 clusters Score -1308389 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -1308391.375000 Penalty: 4659.503906
	Iteration 52Q: 3 clusters Score -1308391 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -1308392.125000 Penalty: 4659.503906
	Iteration 53Q: 3 clusters Score -1308392 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -1308396.500000 Penalty: 4659.503906
	Iteration 54Q: 3 clusters Score -1308396 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -1308398.250000 Penalty: 4659.503906
	Iteration 55Q: 3 clusters Score -1308398 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1308398.375000 Penalty: 4659.503906
	Iteration 56Q: 3 clusters Score -1308398 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -1308404.750000 Penalty: 4659.503906
	Iteration 57Q: 3 clusters Score -1308405 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -1308401.500000 Penalty: 4659.503906
	Iteration 58Q: 3 clusters Score -1308402 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -1308405.750000 Penalty: 4659.503906
	Iteration 59Q: 3 clusters Score -1308406 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -1308406.250000 Penalty: 4659.503906
	Iteration 60F: 3 clusters Score -1308406 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -1308407.125000 Penalty: 4659.503906
	Iteration 61Q: 3 clusters Score -1308407 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -1308405.875000 Penalty: 4659.503906
	Iteration 62Q: 3 clusters Score -1308406 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -1308407.000000 Penalty: 4659.503906
	Iteration 63Q: 3 clusters Score -1308407 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1308406.250000 Penalty: 4659.503906
	Iteration 64Q: 3 clusters Score -1308406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -1308404.375000 Penalty: 4659.503906
	Iteration 65Q: 3 clusters Score -1308404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -1308409.125000 Penalty: 4659.503906
	Iteration 66Q: 3 clusters Score -1308409 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -1308407.500000 Penalty: 4659.503906
	Iteration 67Q: 3 clusters Score -1308408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1308409.125000 Penalty: 4659.503906
	Iteration 68Q: 3 clusters Score -1308409 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -1308409.250000 Penalty: 4659.503906
	Iteration 69Q: 3 clusters Score -1308409 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -1308408.250000 Penalty: 4659.503906
	Iteration 70Q: 3 clusters Score -1308408 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -1308408.250000 Penalty: 4659.503906
	Iteration 71F: 3 clusters Score -1308408 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 128860 members 
Mstep: Class 3 contains 2756 members 
Mstep: Class 4 contains 201119 members 
Mstep: Class 5 contains 16340 members 
Mstep: Class 6 contains 37465 members 
Mstep: Class 7 contains 1315 members 
Mstep: Class 8 contains 79739 members 
Mstep: Class 9 contains 42674 members 
Mstep: Class 10 contains 260161 members 
Mstep: Class 11 contains 19665 members 
Mstep: Class 12 contains 1171 members 
Mstep: Class 13 contains 1713 members 
Mstep: Class 14 contains 97673 members 
Mstep: Class 15 contains 18386 members 
Mstep: Class 16 contains 7148 members 
Mstep: Class 17 contains 13987 members 
Mstep: Class 18 contains 16943 members 
Mstep: Class 19 contains 236066 members 
Mstep: Class 20 contains 16730 members 
Mstep: Class 21 contains 3865 members 
Mstep: Class 22 contains 4558 members 
Mstep: Class 23 contains 130190 members 
Mstep: Class 24 contains 7204 members 
Mstep: Class 25 contains 724 members 
Mstep: Class 26 contains 4220 members 
Mstep: Class 27 contains 4870 members 
Entering Unmasked Estep 
Score: -155557840.000000 Penalty: 94568.796875
Splitting cluster 16 changes total score from -155480560.000000 to -155557840.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 17 (13987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13987 members 
Entering Unmasked Estep 
Score: -1661995.625000 Penalty: 2367.378906
	Iteration 0F: 2 clusters Score -1661996 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -1651742.500000 Penalty: 4734.757812
	Iteration 0F: 3 clusters Score -1651742 nChanged 6037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -1655027.625000 Penalty: 4734.757812
	Iteration 1F: 3 clusters Score -1655028 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -1655589.625000 Penalty: 4734.757812
	Iteration 2F: 3 clusters Score -1655590 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -1656199.625000 Penalty: 4734.757812
	Iteration 3F: 3 clusters Score -1656200 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -1656802.000000 Penalty: 4734.757812
	Iteration 4F: 3 clusters Score -1656802 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -1657352.125000 Penalty: 4734.757812
	Iteration 5F: 3 clusters Score -1657352 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -1657839.375000 Penalty: 4734.757812
	Iteration 6F: 3 clusters Score -1657839 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -1658251.000000 Penalty: 4734.757812
	Iteration 7F: 3 clusters Score -1658251 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -1658571.750000 Penalty: 4734.757812
	Iteration 8Q: 3 clusters Score -1658572 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -1658820.125000 Penalty: 4734.757812
	Iteration 9Q: 3 clusters Score -1658820 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -1659009.250000 Penalty: 4734.757812
	Iteration 10Q: 3 clusters Score -1659009 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -1659177.125000 Penalty: 4734.757812
	Iteration 11Q: 3 clusters Score -1659177 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -1659319.500000 Penalty: 4734.757812
	Iteration 12Q: 3 clusters Score -1659320 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -1659445.875000 Penalty: 4734.757812
	Iteration 13Q: 3 clusters Score -1659446 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 11609 members 
Entering Unmasked Estep 
Score: -1659552.000000 Penalty: 4734.757812
	Iteration 14Q: 3 clusters Score -1659552 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -1659659.750000 Penalty: 4734.757812
	Iteration 15Q: 3 clusters Score -1659660 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
Score: -1659765.250000 Penalty: 4734.757812
	Iteration 16Q: 3 clusters Score -1659765 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -1659877.375000 Penalty: 4734.757812
	Iteration 17Q: 3 clusters Score -1659877 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -1659971.250000 Penalty: 4734.757812
	Iteration 18Q: 3 clusters Score -1659971 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
Score: -1660034.500000 Penalty: 4734.757812
	Iteration 19Q: 3 clusters Score -1660034 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 12688 members 
Entering Unmasked Estep 
Score: -1660091.625000 Penalty: 4734.757812
	Iteration 20F: 3 clusters Score -1660092 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 12799 members 
Entering Unmasked Estep 
Score: -1660155.750000 Penalty: 4734.757812
	Iteration 21Q: 3 clusters Score -1660156 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 12900 members 
Entering Unmasked Estep 
Score: -1660212.625000 Penalty: 4734.757812
	Iteration 22Q: 3 clusters Score -1660213 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 12979 members 
Entering Unmasked Estep 
Score: -1660260.750000 Penalty: 4734.757812
	Iteration 23Q: 3 clusters Score -1660261 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 13033 members 
Entering Unmasked Estep 
Score: -1660296.000000 Penalty: 4734.757812
	Iteration 24Q: 3 clusters Score -1660296 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -1660320.250000 Penalty: 4734.757812
	Iteration 25Q: 3 clusters Score -1660320 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 13109 members 
Entering Unmasked Estep 
Score: -1660342.625000 Penalty: 4734.757812
	Iteration 26Q: 3 clusters Score -1660343 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -1660362.625000 Penalty: 4734.757812
	Iteration 27Q: 3 clusters Score -1660363 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 13174 members 
Entering Unmasked Estep 
Score: -1660392.125000 Penalty: 4734.757812
	Iteration 28Q: 3 clusters Score -1660392 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 13194 members 
Entering Unmasked Estep 
Score: -1660412.375000 Penalty: 4734.757812
	Iteration 29Q: 3 clusters Score -1660412 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 13212 members 
Entering Unmasked Estep 
Score: -1660421.750000 Penalty: 4734.757812
	Iteration 30Q: 3 clusters Score -1660422 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 13231 members 
Entering Unmasked Estep 
Score: -1660437.000000 Penalty: 4734.757812
	Iteration 31Q: 3 clusters Score -1660437 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 13241 members 
Entering Unmasked Estep 
Score: -1660438.875000 Penalty: 4734.757812
	Iteration 32Q: 3 clusters Score -1660439 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 13249 members 
Entering Unmasked Estep 
Score: -1660446.125000 Penalty: 4734.757812
	Iteration 33Q: 3 clusters Score -1660446 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 13261 members 
Entering Unmasked Estep 
Score: -1660455.500000 Penalty: 4734.757812
	Iteration 34Q: 3 clusters Score -1660456 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 13269 members 
Entering Unmasked Estep 
Score: -1660461.250000 Penalty: 4734.757812
	Iteration 35Q: 3 clusters Score -1660461 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 13275 members 
Entering Unmasked Estep 
Score: -1660463.500000 Penalty: 4734.757812
	Iteration 36Q: 3 clusters Score -1660464 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 13282 members 
Entering Unmasked Estep 
Score: -1660469.875000 Penalty: 4734.757812
	Iteration 37Q: 3 clusters Score -1660470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 13285 members 
Entering Unmasked Estep 
Score: -1660471.000000 Penalty: 4734.757812
	Iteration 38Q: 3 clusters Score -1660471 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 13291 members 
Entering Unmasked Estep 
Score: -1660475.875000 Penalty: 4734.757812
	Iteration 39Q: 3 clusters Score -1660476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 13293 members 
Entering Unmasked Estep 
Score: -1660477.375000 Penalty: 4734.757812
	Iteration 40F: 3 clusters Score -1660477 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 13296 members 
Entering Unmasked Estep 
Score: -1660476.625000 Penalty: 4734.757812
	Iteration 41Q: 3 clusters Score -1660477 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 13299 members 
Entering Unmasked Estep 
Score: -1660476.875000 Penalty: 4734.757812
	Iteration 42Q: 3 clusters Score -1660477 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 13303 members 
Entering Unmasked Estep 
Score: -1660479.750000 Penalty: 4734.757812
	Iteration 43Q: 3 clusters Score -1660480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 13306 members 
Entering Unmasked Estep 
Score: -1660482.500000 Penalty: 4734.757812
	Iteration 44Q: 3 clusters Score -1660482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 13307 members 
Entering Unmasked Estep 
Score: -1660484.375000 Penalty: 4734.757812
	Iteration 45Q: 3 clusters Score -1660484 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 13307 members 
Entering Unmasked Estep 
Score: -1660484.375000 Penalty: 4734.757812
	Iteration 46F: 3 clusters Score -1660484 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (16943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16943 members 
Entering Unmasked Estep 
Score: -1776500.625000 Penalty: 2414.927246
	Iteration 0F: 2 clusters Score -1776501 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -1764466.250000 Penalty: 4829.854492
	Iteration 0F: 3 clusters Score -1764466 nChanged 7411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -1769160.375000 Penalty: 4829.854492
	Iteration 1F: 3 clusters Score -1769160 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -1770361.875000 Penalty: 4829.854492
	Iteration 2F: 3 clusters Score -1770362 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -1772083.750000 Penalty: 4829.854492
	Iteration 3F: 3 clusters Score -1772084 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -1774208.250000 Penalty: 4829.854492
	Iteration 4F: 3 clusters Score -1774208 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -1775866.750000 Penalty: 4829.854492
	Iteration 5F: 3 clusters Score -1775867 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -1776804.500000 Penalty: 4829.854492
	Iteration 6F: 3 clusters Score -1776804 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -1777345.250000 Penalty: 4829.854492
	Iteration 7Q: 3 clusters Score -1777345 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -1777808.875000 Penalty: 4829.854492
	Iteration 8Q: 3 clusters Score -1777809 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -1778272.625000 Penalty: 4829.854492
	Iteration 9Q: 3 clusters Score -1778273 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -1778828.000000 Penalty: 4829.854492
	Iteration 10Q: 3 clusters Score -1778828 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -1779340.500000 Penalty: 4829.854492
	Iteration 11Q: 3 clusters Score -1779340 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -1779735.875000 Penalty: 4829.854492
	Iteration 12Q: 3 clusters Score -1779736 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -1779874.875000 Penalty: 4829.854492
	Iteration 13Q: 3 clusters Score -1779875 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -1779970.375000 Penalty: 4829.854492
	Iteration 14Q: 3 clusters Score -1779970 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -1780013.875000 Penalty: 4829.854492
	Iteration 15Q: 3 clusters Score -1780014 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -1780044.250000 Penalty: 4829.854492
	Iteration 16Q: 3 clusters Score -1780044 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -1780061.625000 Penalty: 4829.854492
	Iteration 17Q: 3 clusters Score -1780062 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -1780071.625000 Penalty: 4829.854492
	Iteration 18Q: 3 clusters Score -1780072 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -1780084.625000 Penalty: 4829.854492
	Iteration 19Q: 3 clusters Score -1780085 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -1780098.500000 Penalty: 4829.854492
	Iteration 20F: 3 clusters Score -1780098 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -1780101.500000 Penalty: 4829.854492
	Iteration 21Q: 3 clusters Score -1780102 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -1780107.125000 Penalty: 4829.854492
	Iteration 22Q: 3 clusters Score -1780107 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -1780114.000000 Penalty: 4829.854492
	Iteration 23Q: 3 clusters Score -1780114 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -1780117.750000 Penalty: 4829.854492
	Iteration 24Q: 3 clusters Score -1780118 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -1780127.000000 Penalty: 4829.854492
	Iteration 25Q: 3 clusters Score -1780127 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -1780126.875000 Penalty: 4829.854492
	Iteration 26Q: 3 clusters Score -1780127 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -1780130.375000 Penalty: 4829.854492
	Iteration 27Q: 3 clusters Score -1780130 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -1780128.750000 Penalty: 4829.854492
	Iteration 28Q: 3 clusters Score -1780129 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1780134.500000 Penalty: 4829.854492
	Iteration 29Q: 3 clusters Score -1780134 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -1780136.250000 Penalty: 4829.854492
	Iteration 30Q: 3 clusters Score -1780136 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1780138.000000 Penalty: 4829.854492
	Iteration 31Q: 3 clusters Score -1780138 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1780139.000000 Penalty: 4829.854492
	Iteration 32Q: 3 clusters Score -1780139 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -1780144.500000 Penalty: 4829.854492
	Iteration 33Q: 3 clusters Score -1780144 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -1780150.125000 Penalty: 4829.854492
	Iteration 34Q: 3 clusters Score -1780150 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -1780148.750000 Penalty: 4829.854492
	Iteration 35Q: 3 clusters Score -1780149 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -1780150.875000 Penalty: 4829.854492
	Iteration 36Q: 3 clusters Score -1780151 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -1780152.000000 Penalty: 4829.854492
	Iteration 37Q: 3 clusters Score -1780152 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -1780154.625000 Penalty: 4829.854492
	Iteration 38Q: 3 clusters Score -1780155 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -1780153.250000 Penalty: 4829.854492
	Iteration 39Q: 3 clusters Score -1780153 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -1780160.000000 Penalty: 4829.854492
	Iteration 40F: 3 clusters Score -1780160 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -1780157.250000 Penalty: 4829.854492
	Iteration 41Q: 3 clusters Score -1780157 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11498 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -1780160.125000 Penalty: 4829.854492
	Iteration 42Q: 3 clusters Score -1780160 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1780165.000000 Penalty: 4829.854492
	Iteration 43Q: 3 clusters Score -1780165 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -1780163.250000 Penalty: 4829.854492
	Iteration 44Q: 3 clusters Score -1780163 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -1780167.125000 Penalty: 4829.854492
	Iteration 45Q: 3 clusters Score -1780167 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11562 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -1780166.750000 Penalty: 4829.854492
	Iteration 46Q: 3 clusters Score -1780167 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -1780172.500000 Penalty: 4829.854492
	Iteration 47Q: 3 clusters Score -1780172 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -1780171.625000 Penalty: 4829.854492
	Iteration 48Q: 3 clusters Score -1780172 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -1780178.125000 Penalty: 4829.854492
	Iteration 49Q: 3 clusters Score -1780178 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -1780184.125000 Penalty: 4829.854492
	Iteration 50Q: 3 clusters Score -1780184 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -1780187.250000 Penalty: 4829.854492
	Iteration 51Q: 3 clusters Score -1780187 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -1780195.500000 Penalty: 4829.854492
	Iteration 52Q: 3 clusters Score -1780196 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -1780201.125000 Penalty: 4829.854492
	Iteration 53Q: 3 clusters Score -1780201 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -1780211.500000 Penalty: 4829.854492
	Iteration 54Q: 3 clusters Score -1780212 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -1780213.625000 Penalty: 4829.854492
	Iteration 55Q: 3 clusters Score -1780214 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -1780221.625000 Penalty: 4829.854492
	Iteration 56Q: 3 clusters Score -1780222 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11798 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -1780231.250000 Penalty: 4829.854492
	Iteration 57Q: 3 clusters Score -1780231 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -1780242.375000 Penalty: 4829.854492
	Iteration 58Q: 3 clusters Score -1780242 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11875 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -1780257.000000 Penalty: 4829.854492
	Iteration 59Q: 3 clusters Score -1780257 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -1780274.375000 Penalty: 4829.854492
	Iteration 60F: 3 clusters Score -1780274 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -1780275.625000 Penalty: 4829.854492
	Iteration 61Q: 3 clusters Score -1780276 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -1780283.125000 Penalty: 4829.854492
	Iteration 62Q: 3 clusters Score -1780283 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -1780291.125000 Penalty: 4829.854492
	Iteration 63Q: 3 clusters Score -1780291 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12013 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -1780288.375000 Penalty: 4829.854492
	Iteration 64Q: 3 clusters Score -1780288 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -1780290.750000 Penalty: 4829.854492
	Iteration 65Q: 3 clusters Score -1780291 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -1780290.750000 Penalty: 4829.854492
	Iteration 66Q: 3 clusters Score -1780291 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -1780286.875000 Penalty: 4829.854492
	Iteration 67Q: 3 clusters Score -1780287 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -1780290.500000 Penalty: 4829.854492
	Iteration 68Q: 3 clusters Score -1780290 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -1780293.250000 Penalty: 4829.854492
	Iteration 69Q: 3 clusters Score -1780293 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -1780289.875000 Penalty: 4829.854492
	Iteration 70Q: 3 clusters Score -1780290 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -1780292.000000 Penalty: 4829.854492
	Iteration 71Q: 3 clusters Score -1780292 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12070 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -1780295.625000 Penalty: 4829.854492
	Iteration 72Q: 3 clusters Score -1780296 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12085 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -1780303.375000 Penalty: 4829.854492
	Iteration 73Q: 3 clusters Score -1780303 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -1780307.125000 Penalty: 4829.854492
	Iteration 74Q: 3 clusters Score -1780307 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12103 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -1780304.375000 Penalty: 4829.854492
	Iteration 75Q: 3 clusters Score -1780304 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1780316.500000 Penalty: 4829.854492
	Iteration 76Q: 3 clusters Score -1780316 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -1780319.375000 Penalty: 4829.854492
	Iteration 77Q: 3 clusters Score -1780319 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -1780324.875000 Penalty: 4829.854492
	Iteration 78Q: 3 clusters Score -1780325 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12164 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -1780323.000000 Penalty: 4829.854492
	Iteration 79Q: 3 clusters Score -1780323 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -1780325.250000 Penalty: 4829.854492
	Iteration 80F: 3 clusters Score -1780325 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12178 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -1780328.125000 Penalty: 4829.854492
	Iteration 81Q: 3 clusters Score -1780328 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12191 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -1780327.375000 Penalty: 4829.854492
	Iteration 82Q: 3 clusters Score -1780327 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -1780334.750000 Penalty: 4829.854492
	Iteration 83Q: 3 clusters Score -1780335 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -1780332.125000 Penalty: 4829.854492
	Iteration 84Q: 3 clusters Score -1780332 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12230 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -1780333.375000 Penalty: 4829.854492
	Iteration 85Q: 3 clusters Score -1780333 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12247 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -1780337.625000 Penalty: 4829.854492
	Iteration 86Q: 3 clusters Score -1780338 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -1780339.000000 Penalty: 4829.854492
	Iteration 87Q: 3 clusters Score -1780339 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -1780345.500000 Penalty: 4829.854492
	Iteration 88Q: 3 clusters Score -1780346 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -1780347.625000 Penalty: 4829.854492
	Iteration 89Q: 3 clusters Score -1780348 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -1780350.625000 Penalty: 4829.854492
	Iteration 90Q: 3 clusters Score -1780351 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -1780353.000000 Penalty: 4829.854492
	Iteration 91Q: 3 clusters Score -1780353 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -1780358.875000 Penalty: 4829.854492
	Iteration 92Q: 3 clusters Score -1780359 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -1780363.000000 Penalty: 4829.854492
	Iteration 93Q: 3 clusters Score -1780363 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12352 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -1780365.375000 Penalty: 4829.854492
	Iteration 94Q: 3 clusters Score -1780365 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -1780370.125000 Penalty: 4829.854492
	Iteration 95Q: 3 clusters Score -1780370 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -1780365.375000 Penalty: 4829.854492
	Iteration 96Q: 3 clusters Score -1780365 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12383 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -1780369.250000 Penalty: 4829.854492
	Iteration 97Q: 3 clusters Score -1780369 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -1780369.750000 Penalty: 4829.854492
	Iteration 98Q: 3 clusters Score -1780370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12393 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -1780371.625000 Penalty: 4829.854492
	Iteration 99Q: 3 clusters Score -1780372 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -1780372.250000 Penalty: 4829.854492
	Iteration 100F: 3 clusters Score -1780372 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12407 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -1780368.375000 Penalty: 4829.854492
	Iteration 101Q: 3 clusters Score -1780368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12411 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -1780372.125000 Penalty: 4829.854492
	Iteration 102Q: 3 clusters Score -1780372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12411 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -1780373.250000 Penalty: 4829.854492
	Iteration 103Q: 3 clusters Score -1780373 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -1780372.625000 Penalty: 4829.854492
	Iteration 104Q: 3 clusters Score -1780373 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12411 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -1780374.500000 Penalty: 4829.854492
	Iteration 105Q: 3 clusters Score -1780374 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12411 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -1780374.500000 Penalty: 4829.854492
	Iteration 106F: 3 clusters Score -1780374 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 128860 members 
Mstep: Class 3 contains 2756 members 
Mstep: Class 4 contains 201119 members 
Mstep: Class 5 contains 16340 members 
Mstep: Class 6 contains 37465 members 
Mstep: Class 7 contains 1315 members 
Mstep: Class 8 contains 79739 members 
Mstep: Class 9 contains 42674 members 
Mstep: Class 10 contains 260161 members 
Mstep: Class 11 contains 19665 members 
Mstep: Class 12 contains 1171 members 
Mstep: Class 13 contains 1713 members 
Mstep: Class 14 contains 97673 members 
Mstep: Class 15 contains 18386 members 
Mstep: Class 16 contains 7148 members 
Mstep: Class 17 contains 13987 members 
Mstep: Class 18 contains 12411 members 
Mstep: Class 19 contains 236066 members 
Mstep: Class 20 contains 16730 members 
Mstep: Class 21 contains 3865 members 
Mstep: Class 22 contains 4558 members 
Mstep: Class 23 contains 130190 members 
Mstep: Class 24 contains 7204 members 
Mstep: Class 25 contains 724 members 
Mstep: Class 26 contains 4220 members 
Mstep: Class 27 contains 4870 members 
Mstep: Class 28 contains 4532 members 
Entering Unmasked Estep 
Score: -155560944.000000 Penalty: 98071.343750
Splitting cluster 18 changes total score from -155480560.000000 to -155560944.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 19 (236066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236066 members 
Entering Unmasked Estep 
Score: -27892844.000000 Penalty: 3068.222900
	Iteration 0F: 2 clusters Score -2.789284e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118191 members 
Mstep: Class 2 contains 117875 members 
Entering Unmasked Estep 
Score: -27734492.000000 Penalty: 6136.445801
	Iteration 0F: 3 clusters Score -2.773449e+07 nChanged 114245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121744 members 
Mstep: Class 2 contains 114322 members 
Entering Unmasked Estep 
Score: -27802308.000000 Penalty: 6136.445801
	Iteration 1F: 3 clusters Score -2.780231e+07 nChanged 7870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123946 members 
Mstep: Class 2 contains 112120 members 
Entering Unmasked Estep 
Score: -27804652.000000 Penalty: 6136.445801
	Iteration 2Q: 3 clusters Score -2.780465e+07 nChanged 9127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127107 members 
Mstep: Class 2 contains 108959 members 
Entering Unmasked Estep 
Score: -27808140.000000 Penalty: 6136.445801
	Iteration 3Q: 3 clusters Score -2.780814e+07 nChanged 10627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131646 members 
Mstep: Class 2 contains 104420 members 
Entering Unmasked Estep 
Score: -27812722.000000 Penalty: 6136.445801
	Iteration 4Q: 3 clusters Score -2.781272e+07 nChanged 12339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137863 members 
Mstep: Class 2 contains 98203 members 
Entering Unmasked Estep 
Score: -27819352.000000 Penalty: 6136.445801
	Iteration 5F: 3 clusters Score -2.781935e+07 nChanged 13994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145829 members 
Mstep: Class 2 contains 90237 members 
Entering Unmasked Estep 
Score: -27827674.000000 Penalty: 6136.445801
	Iteration 6F: 3 clusters Score -2.782767e+07 nChanged 14733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155552 members 
Mstep: Class 2 contains 80514 members 
Entering Unmasked Estep 
Score: -27837102.000000 Penalty: 6136.445801
	Iteration 7F: 3 clusters Score -2.78371e+07 nChanged 14406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166028 members 
Mstep: Class 2 contains 70038 members 
Entering Unmasked Estep 
Score: -27847316.000000 Penalty: 6136.445801
	Iteration 8F: 3 clusters Score -2.784732e+07 nChanged 12579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175741 members 
Mstep: Class 2 contains 60325 members 
Entering Unmasked Estep 
Score: -27856400.000000 Penalty: 6136.445801
	Iteration 9F: 3 clusters Score -2.78564e+07 nChanged 10267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184010 members 
Mstep: Class 2 contains 52056 members 
Entering Unmasked Estep 
Score: -27863236.000000 Penalty: 6136.445801
	Iteration 10Q: 3 clusters Score -2.786324e+07 nChanged 8024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191062 members 
Mstep: Class 2 contains 45004 members 
Entering Unmasked Estep 
Score: -27868302.000000 Penalty: 6136.445801
	Iteration 11Q: 3 clusters Score -2.78683e+07 nChanged 6587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197371 members 
Mstep: Class 2 contains 38695 members 
Entering Unmasked Estep 
Score: -27872270.000000 Penalty: 6136.445801
	Iteration 12Q: 3 clusters Score -2.787227e+07 nChanged 5818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203145 members 
Mstep: Class 2 contains 32921 members 
Entering Unmasked Estep 
Score: -27875948.000000 Penalty: 6136.445801
	Iteration 13Q: 3 clusters Score -2.787595e+07 nChanged 5450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208583 members 
Mstep: Class 2 contains 27483 members 
Entering Unmasked Estep 
Score: -27879472.000000 Penalty: 6136.445801
	Iteration 14Q: 3 clusters Score -2.787947e+07 nChanged 4767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213328 members 
Mstep: Class 2 contains 22738 members 
Entering Unmasked Estep 
Score: -27882622.000000 Penalty: 6136.445801
	Iteration 15Q: 3 clusters Score -2.788262e+07 nChanged 3930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217212 members 
Mstep: Class 2 contains 18854 members 
Entering Unmasked Estep 
Score: -27885314.000000 Penalty: 6136.445801
	Iteration 16Q: 3 clusters Score -2.788531e+07 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220396 members 
Mstep: Class 2 contains 15670 members 
Entering Unmasked Estep 
Score: -27887794.000000 Penalty: 6136.445801
	Iteration 17Q: 3 clusters Score -2.788779e+07 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222896 members 
Mstep: Class 2 contains 13170 members 
Entering Unmasked Estep 
Score: -27890172.000000 Penalty: 6136.445801
	Iteration 18Q: 3 clusters Score -2.789017e+07 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224596 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -27891944.000000 Penalty: 6136.445801
	Iteration 19Q: 3 clusters Score -2.789194e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225787 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -27893064.000000 Penalty: 6136.445801
	Iteration 20F: 3 clusters Score -2.789306e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226627 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -27893674.000000 Penalty: 6136.445801
	Iteration 21Q: 3 clusters Score -2.789367e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227258 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -27894006.000000 Penalty: 6136.445801
	Iteration 22Q: 3 clusters Score -2.789401e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227763 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -27894262.000000 Penalty: 6136.445801
	Iteration 23Q: 3 clusters Score -2.789426e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228178 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -27894390.000000 Penalty: 6136.445801
	Iteration 24Q: 3 clusters Score -2.789439e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228507 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -27894518.000000 Penalty: 6136.445801
	Iteration 25Q: 3 clusters Score -2.789452e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228759 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -27894612.000000 Penalty: 6136.445801
	Iteration 26Q: 3 clusters Score -2.789461e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228990 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -27894692.000000 Penalty: 6136.445801
	Iteration 27Q: 3 clusters Score -2.789469e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229157 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -27894760.000000 Penalty: 6136.445801
	Iteration 28Q: 3 clusters Score -2.789476e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229291 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -27894754.000000 Penalty: 6136.445801
	Iteration 29Q: 3 clusters Score -2.789475e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229423 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -27894780.000000 Penalty: 6136.445801
	Iteration 30Q: 3 clusters Score -2.789478e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229521 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -27894810.000000 Penalty: 6136.445801
	Iteration 31Q: 3 clusters Score -2.789481e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229593 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -27894836.000000 Penalty: 6136.445801
	Iteration 32Q: 3 clusters Score -2.789484e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229658 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -27894856.000000 Penalty: 6136.445801
	Iteration 33Q: 3 clusters Score -2.789486e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229708 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -27894862.000000 Penalty: 6136.445801
	Iteration 34Q: 3 clusters Score -2.789486e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229747 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -27894852.000000 Penalty: 6136.445801
	Iteration 35Q: 3 clusters Score -2.789485e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229781 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -27894850.000000 Penalty: 6136.445801
	Iteration 36Q: 3 clusters Score -2.789485e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229803 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -27894870.000000 Penalty: 6136.445801
	Iteration 37Q: 3 clusters Score -2.789487e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229828 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -27894852.000000 Penalty: 6136.445801
	Iteration 38Q: 3 clusters Score -2.789485e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229850 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -27894828.000000 Penalty: 6136.445801
	Iteration 39Q: 3 clusters Score -2.789483e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229864 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -27894824.000000 Penalty: 6136.445801
	Iteration 40F: 3 clusters Score -2.789482e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229877 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -27894838.000000 Penalty: 6136.445801
	Iteration 41Q: 3 clusters Score -2.789484e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229884 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -27894822.000000 Penalty: 6136.445801
	Iteration 42Q: 3 clusters Score -2.789482e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229893 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -27894810.000000 Penalty: 6136.445801
	Iteration 43Q: 3 clusters Score -2.789481e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229904 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -27894822.000000 Penalty: 6136.445801
	Iteration 44Q: 3 clusters Score -2.789482e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229923 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -27894820.000000 Penalty: 6136.445801
	Iteration 45Q: 3 clusters Score -2.789482e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229932 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -27894836.000000 Penalty: 6136.445801
	Iteration 46Q: 3 clusters Score -2.789484e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229940 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -27894832.000000 Penalty: 6136.445801
	Iteration 47Q: 3 clusters Score -2.789483e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229952 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -27894834.000000 Penalty: 6136.445801
	Iteration 48Q: 3 clusters Score -2.789483e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229961 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -27894848.000000 Penalty: 6136.445801
	Iteration 49Q: 3 clusters Score -2.789485e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229967 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -27894830.000000 Penalty: 6136.445801
	Iteration 50Q: 3 clusters Score -2.789483e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229975 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -27894832.000000 Penalty: 6136.445801
	Iteration 51Q: 3 clusters Score -2.789483e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229984 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -27894824.000000 Penalty: 6136.445801
	Iteration 52Q: 3 clusters Score -2.789482e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229987 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -27894822.000000 Penalty: 6136.445801
	Iteration 53Q: 3 clusters Score -2.789482e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229994 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -27894820.000000 Penalty: 6136.445801
	Iteration 54Q: 3 clusters Score -2.789482e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229999 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -27894828.000000 Penalty: 6136.445801
	Iteration 55Q: 3 clusters Score -2.789483e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230005 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -27894832.000000 Penalty: 6136.445801
	Iteration 56Q: 3 clusters Score -2.789483e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230013 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -27894834.000000 Penalty: 6136.445801
	Iteration 57Q: 3 clusters Score -2.789483e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230016 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -27894836.000000 Penalty: 6136.445801
	Iteration 58Q: 3 clusters Score -2.789484e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230021 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -27894824.000000 Penalty: 6136.445801
	Iteration 59Q: 3 clusters Score -2.789482e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230025 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -27894814.000000 Penalty: 6136.445801
	Iteration 60F: 3 clusters Score -2.789481e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230026 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -27894810.000000 Penalty: 6136.445801
	Iteration 61Q: 3 clusters Score -2.789481e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230028 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -27894800.000000 Penalty: 6136.445801
	Iteration 62Q: 3 clusters Score -2.78948e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230029 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -27894802.000000 Penalty: 6136.445801
	Iteration 63Q: 3 clusters Score -2.78948e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230029 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -27894802.000000 Penalty: 6136.445801
	Iteration 64F: 3 clusters Score -2.78948e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 128860 members 
Mstep: Class 3 contains 2756 members 
Mstep: Class 4 contains 201119 members 
Mstep: Class 5 contains 16340 members 
Mstep: Class 6 contains 37465 members 
Mstep: Class 7 contains 1315 members 
Mstep: Class 8 contains 79739 members 
Mstep: Class 9 contains 42674 members 
Mstep: Class 10 contains 260161 members 
Mstep: Class 11 contains 19665 members 
Mstep: Class 12 contains 1171 members 
Mstep: Class 13 contains 1713 members 
Mstep: Class 14 contains 97673 members 
Mstep: Class 15 contains 18386 members 
Mstep: Class 16 contains 7148 members 
Mstep: Class 17 contains 13987 members 
Mstep: Class 18 contains 12411 members 
Mstep: Class 19 contains 230029 members 
Mstep: Class 20 contains 16730 members 
Mstep: Class 21 contains 3865 members 
Mstep: Class 22 contains 4558 members 
Mstep: Class 23 contains 130190 members 
Mstep: Class 24 contains 7204 members 
Mstep: Class 25 contains 724 members 
Mstep: Class 26 contains 4220 members 
Mstep: Class 27 contains 4870 members 
Mstep: Class 28 contains 4532 members 
Mstep: Class 29 contains 6037 members 
Entering Unmasked Estep 
Score: -155563616.000000 Penalty: 101573.890625
Splitting cluster 19 changes total score from -155480560.000000 to -155563616.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 21 (3865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Entering Unmasked Estep 
Score: -428821.343750 Penalty: 2048.409912
	Iteration 0F: 2 clusters Score -428821.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -425149.750000 Penalty: 4096.819824
	Iteration 0F: 3 clusters Score -425149.8 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -426626.156250 Penalty: 4096.819824
	Iteration 1F: 3 clusters Score -426626.2 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -427269.781250 Penalty: 4096.819824
	Iteration 2F: 3 clusters Score -427269.8 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -427791.531250 Penalty: 4096.819824
	Iteration 3F: 3 clusters Score -427791.5 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -428207.906250 Penalty: 4096.819824
	Iteration 4F: 3 clusters Score -428207.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -428500.750000 Penalty: 4096.819824
	Iteration 5F: 3 clusters Score -428500.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -428671.343750 Penalty: 4096.819824
	Iteration 6Q: 3 clusters Score -428671.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -428740.406250 Penalty: 4096.819824
	Iteration 7Q: 3 clusters Score -428740.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -428775.750000 Penalty: 4096.819824
	Iteration 8Q: 3 clusters Score -428775.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -428802.125000 Penalty: 4096.819824
	Iteration 9Q: 3 clusters Score -428802.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -428823.125000 Penalty: 4096.819824
	Iteration 10Q: 3 clusters Score -428823.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -428859.593750 Penalty: 4096.819824
	Iteration 11Q: 3 clusters Score -428859.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -428879.250000 Penalty: 4096.819824
	Iteration 12Q: 3 clusters Score -428879.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -428900.281250 Penalty: 4096.819824
	Iteration 13Q: 3 clusters Score -428900.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -428939.250000 Penalty: 4096.819824
	Iteration 14Q: 3 clusters Score -428939.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -429008.625000 Penalty: 4096.819824
	Iteration 15Q: 3 clusters Score -429008.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -429144.468750 Penalty: 4096.819824
	Iteration 16Q: 3 clusters Score -429144.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -429320.968750 Penalty: 4096.819824
	Iteration 17Q: 3 clusters Score -429321 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -429401.843750 Penalty: 4096.819824
	Iteration 18Q: 3 clusters Score -429401.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -429450.281250 Penalty: 4096.819824
	Iteration 19Q: 3 clusters Score -429450.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -429498.250000 Penalty: 4096.819824
	Iteration 20F: 3 clusters Score -429498.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -429539.468750 Penalty: 4096.819824
	Iteration 21Q: 3 clusters Score -429539.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -429570.250000 Penalty: 4096.819824
	Iteration 22Q: 3 clusters Score -429570.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -429609.593750 Penalty: 4096.819824
	Iteration 23Q: 3 clusters Score -429609.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -429645.375000 Penalty: 4096.819824
	Iteration 24Q: 3 clusters Score -429645.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -429704.218750 Penalty: 4096.819824
	Iteration 25Q: 3 clusters Score -429704.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -429757.312500 Penalty: 4096.819824
	Iteration 26Q: 3 clusters Score -429757.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -429813.625000 Penalty: 4096.819824
	Iteration 27Q: 3 clusters Score -429813.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -429874.500000 Penalty: 4096.819824
	Iteration 28Q: 3 clusters Score -429874.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -429935.000000 Penalty: 4096.819824
	Iteration 29Q: 3 clusters Score -429935 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -430004.937500 Penalty: 4096.819824
	Iteration 30Q: 3 clusters Score -430004.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -430099.562500 Penalty: 4096.819824
	Iteration 31Q: 3 clusters Score -430099.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -430231.156250 Penalty: 4096.819824
	Iteration 32Q: 3 clusters Score -430231.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -430427.562500 Penalty: 4096.819824
	Iteration 33Q: 3 clusters Score -430427.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -430988.093750 Penalty: 4096.819824
	Iteration 34Q: 3 clusters Score -430988.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -432453.281250 Penalty: 4096.819824
	Iteration 35Q: 3 clusters Score -432453.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -433073.312500 Penalty: 4096.819824
	Iteration 36Q: 3 clusters Score -433073.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -433073.312500 Penalty: 4096.819824
	Iteration 37F: 3 clusters Score -433073.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 128860 members 
Mstep: Class 3 contains 2756 members 
Mstep: Class 4 contains 201119 members 
Mstep: Class 5 contains 16340 members 
Mstep: Class 6 contains 37465 members 
Mstep: Class 7 contains 1315 members 
Mstep: Class 8 contains 79739 members 
Mstep: Class 9 contains 42674 members 
Mstep: Class 10 contains 260161 members 
Mstep: Class 11 contains 19665 members 
Mstep: Class 12 contains 1171 members 
Mstep: Class 13 contains 1713 members 
Mstep: Class 14 contains 97673 members 
Mstep: Class 15 contains 18386 members 
Mstep: Class 16 contains 7148 members 
Mstep: Class 17 contains 13987 members 
Mstep: Class 18 contains 12411 members 
Mstep: Class 19 contains 230029 members 
Mstep: Class 20 contains 16730 members 
Mstep: Class 21 contains 2074 members 
Mstep: Class 22 contains 4558 members 
Mstep: Class 23 contains 130190 members 
Mstep: Class 24 contains 7204 members 
Mstep: Class 25 contains 724 members 
Mstep: Class 26 contains 4220 members 
Mstep: Class 27 contains 4870 members 
Mstep: Class 28 contains 4532 members 
Mstep: Class 29 contains 6037 members 
Mstep: Class 30 contains 1791 members 
Entering Unmasked Estep 
Score: -155565936.000000 Penalty: 105076.437500
Splitting cluster 21 changes total score from -155480560.000000 to -155565936.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 23 (130190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130190 members 
Entering Unmasked Estep 
Score: -15182634.000000 Penalty: 2920.634033
	Iteration 0F: 2 clusters Score -1.518263e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65455 members 
Mstep: Class 2 contains 64735 members 
Entering Unmasked Estep 
Score: -15095533.000000 Penalty: 5841.268066
	Iteration 0F: 3 clusters Score -1.509553e+07 nChanged 61972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71157 members 
Mstep: Class 2 contains 59033 members 
Entering Unmasked Estep 
Score: -15131654.000000 Penalty: 5841.268066
	Iteration 1F: 3 clusters Score -1.513165e+07 nChanged 4966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74505 members 
Mstep: Class 2 contains 55685 members 
Entering Unmasked Estep 
Score: -15133120.000000 Penalty: 5841.268066
	Iteration 2Q: 3 clusters Score -1.513312e+07 nChanged 6042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79587 members 
Mstep: Class 2 contains 50603 members 
Entering Unmasked Estep 
Score: -15135792.000000 Penalty: 5841.268066
	Iteration 3Q: 3 clusters Score -1.513579e+07 nChanged 7916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87039 members 
Mstep: Class 2 contains 43151 members 
Entering Unmasked Estep 
Score: -15140382.000000 Penalty: 5841.268066
	Iteration 4F: 3 clusters Score -1.514038e+07 nChanged 10230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97089 members 
Mstep: Class 2 contains 33101 members 
Entering Unmasked Estep 
Score: -15148071.000000 Penalty: 5841.268066
	Iteration 5F: 3 clusters Score -1.514807e+07 nChanged 11764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108809 members 
Mstep: Class 2 contains 21381 members 
Entering Unmasked Estep 
Score: -15158773.000000 Penalty: 5841.268066
	Iteration 6F: 3 clusters Score -1.515877e+07 nChanged 10577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119382 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -15169372.000000 Penalty: 5841.268066
	Iteration 7F: 3 clusters Score -1.516937e+07 nChanged 6678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126060 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -15176006.000000 Penalty: 5841.268066
	Iteration 8F: 3 clusters Score -1.517601e+07 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128892 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -15178842.000000 Penalty: 5841.268066
	Iteration 9Q: 3 clusters Score -1.517884e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129691 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -15179634.000000 Penalty: 5841.268066
	Iteration 10Q: 3 clusters Score -1.517963e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129880 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -15179880.000000 Penalty: 5841.268066
	Iteration 11Q: 3 clusters Score -1.517988e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129921 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -15179973.000000 Penalty: 5841.268066
	Iteration 12Q: 3 clusters Score -1.517997e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129937 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -15180000.000000 Penalty: 5841.268066
	Iteration 13Q: 3 clusters Score -1.518e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129937 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -15180017.000000 Penalty: 5841.268066
	Iteration 14Q: 3 clusters Score -1.518002e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129941 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -15180052.000000 Penalty: 5841.268066
	Iteration 15Q: 3 clusters Score -1.518005e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129940 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -15180060.000000 Penalty: 5841.268066
	Iteration 16Q: 3 clusters Score -1.518006e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129943 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -15180070.000000 Penalty: 5841.268066
	Iteration 17Q: 3 clusters Score -1.518007e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129946 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -15180061.000000 Penalty: 5841.268066
	Iteration 18Q: 3 clusters Score -1.518006e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129947 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -15180063.000000 Penalty: 5841.268066
	Iteration 19Q: 3 clusters Score -1.518006e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129948 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -15180074.000000 Penalty: 5841.268066
	Iteration 20F: 3 clusters Score -1.518007e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129949 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -15180079.000000 Penalty: 5841.268066
	Iteration 21Q: 3 clusters Score -1.518008e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129949 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -15180065.000000 Penalty: 5841.268066
	Iteration 22Q: 3 clusters Score -1.518006e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129948 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -15180072.000000 Penalty: 5841.268066
	Iteration 23Q: 3 clusters Score -1.518007e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129948 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -15180072.000000 Penalty: 5841.268066
	Iteration 24F: 3 clusters Score -1.518007e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 128860 members 
Mstep: Class 4 contains 201119 members 
Mstep: Class 5 contains 16340 members 
Mstep: Class 6 contains 37465 members 
Mstep: Class 7 contains 1315 members 
Mstep: Class 8 contains 79739 members 
Mstep: Class 9 contains 42674 members 
Mstep: Class 10 contains 260161 members 
Mstep: Class 12 contains 1171 members 
Mstep: Class 13 contains 1713 members 
Mstep: Class 14 contains 97673 members 
Mstep: Class 15 contains 18386 members 
Mstep: Class 16 contains 7148 members 
Mstep: Class 17 contains 13987 members 
Mstep: Class 18 contains 12411 members 
Mstep: Class 19 contains 230029 members 
Mstep: Class 21 contains 2074 members 
Mstep: Class 23 contains 130190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155573456.000000 Penalty: 105076.437500
Iteration 39Q: 31 clusters Score -1.555735e+08 nChanged 14382
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 129393 members 
Mstep: Class 3 contains 2561 members 
Mstep: Class 4 contains 201854 members 
Mstep: Class 5 contains 16224 members 
Mstep: Class 6 contains 37087 members 
Mstep: Class 7 contains 1309 members 
Mstep: Class 8 contains 78773 members 
Mstep: Class 9 contains 43078 members 
Mstep: Class 10 contains 260241 members 
Mstep: Class 11 contains 19208 members 
Mstep: Class 12 contains 1166 members 
Mstep: Class 13 contains 1726 members 
Mstep: Class 14 contains 98403 members 
Mstep: Class 15 contains 18855 members 
Mstep: Class 16 contains 6644 members 
Mstep: Class 17 contains 14070 members 
Mstep: Class 18 contains 13201 members 
Mstep: Class 19 contains 230147 members 
Mstep: Class 20 contains 16420 members 
Mstep: Class 21 contains 2382 members 
Mstep: Class 22 contains 4554 members 
Mstep: Class 23 contains 129429 members 
Mstep: Class 24 contains 6903 members 
Mstep: Class 25 contains 760 members 
Mstep: Class 26 contains 4047 members 
Mstep: Class 27 contains 4700 members 
Mstep: Class 28 contains 4342 members 
Mstep: Class 29 contains 6023 members 
Mstep: Class 30 contains 1760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155589872.000000 Penalty: 105076.437500
Iteration 40F: 31 clusters Score -1.555899e+08 nChanged 21239
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 129345 members 
Mstep: Class 3 contains 2557 members 
Mstep: Class 4 contains 201889 members 
Mstep: Class 5 contains 16122 members 
Mstep: Class 6 contains 36555 members 
Mstep: Class 7 contains 1315 members 
Mstep: Class 8 contains 77235 members 
Mstep: Class 9 contains 43120 members 
Mstep: Class 10 contains 255266 members 
Mstep: Class 11 contains 19122 members 
Mstep: Class 12 contains 1156 members 
Mstep: Class 13 contains 1735 members 
Mstep: Class 14 contains 103555 members 
Mstep: Class 15 contains 19208 members 
Mstep: Class 16 contains 6280 members 
Mstep: Class 17 contains 14007 members 
Mstep: Class 18 contains 13443 members 
Mstep: Class 19 contains 226374 members 
Mstep: Class 20 contains 18898 members 
Mstep: Class 21 contains 2590 members 
Mstep: Class 22 contains 6026 members 
Mstep: Class 23 contains 126573 members 
Mstep: Class 24 contains 7151 members 
Mstep: Class 25 contains 963 members 
Mstep: Class 26 contains 4358 members 
Mstep: Class 27 contains 5851 members 
Mstep: Class 28 contains 4472 members 
Mstep: Class 29 contains 8294 members 
Mstep: Class 30 contains 2064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155604464.000000 Penalty: 105076.437500
Iteration 41Q: 31 clusters Score -1.556045e+08 nChanged 17859
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 128927 members 
Mstep: Class 3 contains 2540 members 
Mstep: Class 4 contains 202300 members 
Mstep: Class 5 contains 16047 members 
Mstep: Class 6 contains 36202 members 
Mstep: Class 7 contains 1316 members 
Mstep: Class 8 contains 76241 members 
Mstep: Class 9 contains 43152 members 
Mstep: Class 10 contains 251168 members 
Mstep: Class 11 contains 19000 members 
Mstep: Class 12 contains 1153 members 
Mstep: Class 13 contains 1746 members 
Mstep: Class 14 contains 107485 members 
Mstep: Class 15 contains 19540 members 
Mstep: Class 16 contains 6143 members 
Mstep: Class 17 contains 13886 members 
Mstep: Class 18 contains 13690 members 
Mstep: Class 19 contains 224855 members 
Mstep: Class 20 contains 20595 members 
Mstep: Class 21 contains 2741 members 
Mstep: Class 22 contains 6961 members 
Mstep: Class 23 contains 123554 members 
Mstep: Class 24 contains 7353 members 
Mstep: Class 25 contains 1031 members 
Mstep: Class 26 contains 4515 members 
Mstep: Class 27 contains 6682 members 
Mstep: Class 28 contains 4533 members 
Mstep: Class 29 contains 10110 members 
Mstep: Class 30 contains 2257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155610720.000000 Penalty: 105076.437500
Iteration 42Q: 31 clusters Score -1.556107e+08 nChanged 15112
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 128363 members 
Mstep: Class 3 contains 2536 members 
Mstep: Class 4 contains 203003 members 
Mstep: Class 5 contains 15956 members 
Mstep: Class 6 contains 35945 members 
Mstep: Class 7 contains 1317 members 
Mstep: Class 8 contains 75278 members 
Mstep: Class 9 contains 43198 members 
Mstep: Class 10 contains 247963 members 
Mstep: Class 11 contains 18914 members 
Mstep: Class 12 contains 1151 members 
Mstep: Class 13 contains 1758 members 
Mstep: Class 14 contains 110607 members 
Mstep: Class 15 contains 19962 members 
Mstep: Class 16 contains 6037 members 
Mstep: Class 17 contains 13750 members 
Mstep: Class 18 contains 13861 members 
Mstep: Class 19 contains 224142 members 
Mstep: Class 20 contains 21802 members 
Mstep: Class 21 contains 2871 members 
Mstep: Class 22 contains 7750 members 
Mstep: Class 23 contains 120459 members 
Mstep: Class 24 contains 7532 members 
Mstep: Class 25 contains 1062 members 
Mstep: Class 26 contains 4610 members 
Mstep: Class 27 contains 7309 members 
Mstep: Class 28 contains 4560 members 
Mstep: Class 29 contains 11818 members 
Mstep: Class 30 contains 2385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155615648.000000 Penalty: 105076.437500
Iteration 43Q: 31 clusters Score -1.556156e+08 nChanged 12710
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 127657 members 
Mstep: Class 3 contains 2541 members 
Mstep: Class 4 contains 203936 members 
Mstep: Class 5 contains 15865 members 
Mstep: Class 6 contains 35744 members 
Mstep: Class 7 contains 1317 members 
Mstep: Class 8 contains 74472 members 
Mstep: Class 9 contains 43243 members 
Mstep: Class 10 contains 245576 members 
Mstep: Class 11 contains 18834 members 
Mstep: Class 12 contains 1151 members 
Mstep: Class 13 contains 1771 members 
Mstep: Class 14 contains 112918 members 
Mstep: Class 15 contains 20550 members 
Mstep: Class 16 contains 5962 members 
Mstep: Class 17 contains 13615 members 
Mstep: Class 18 contains 13998 members 
Mstep: Class 19 contains 223863 members 
Mstep: Class 20 contains 22720 members 
Mstep: Class 21 contains 2977 members 
Mstep: Class 22 contains 8425 members 
Mstep: Class 23 contains 117440 members 
Mstep: Class 24 contains 7694 members 
Mstep: Class 25 contains 1076 members 
Mstep: Class 26 contains 4668 members 
Mstep: Class 27 contains 7801 members 
Mstep: Class 28 contains 4584 members 
Mstep: Class 29 contains 13192 members 
Mstep: Class 30 contains 2475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155619808.000000 Penalty: 105076.437500
Iteration 44Q: 31 clusters Score -1.556198e+08 nChanged 10710
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 126946 members 
Mstep: Class 3 contains 2542 members 
Mstep: Class 4 contains 205043 members 
Mstep: Class 5 contains 15816 members 
Mstep: Class 6 contains 35591 members 
Mstep: Class 7 contains 1317 members 
Mstep: Class 8 contains 73724 members 
Mstep: Class 9 contains 43273 members 
Mstep: Class 10 contains 243812 members 
Mstep: Class 11 contains 18770 members 
Mstep: Class 12 contains 1151 members 
Mstep: Class 13 contains 1782 members 
Mstep: Class 14 contains 114576 members 
Mstep: Class 15 contains 21253 members 
Mstep: Class 16 contains 5916 members 
Mstep: Class 17 contains 13485 members 
Mstep: Class 18 contains 14101 members 
Mstep: Class 19 contains 223849 members 
Mstep: Class 20 contains 23369 members 
Mstep: Class 21 contains 3063 members 
Mstep: Class 22 contains 9029 members 
Mstep: Class 23 contains 114537 members 
Mstep: Class 24 contains 7849 members 
Mstep: Class 25 contains 1082 members 
Mstep: Class 26 contains 4744 members 
Mstep: Class 27 contains 8251 members 
Mstep: Class 28 contains 4605 members 
Mstep: Class 29 contains 14209 members 
Mstep: Class 30 contains 2539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155622736.000000 Penalty: 105076.437500
Iteration 45Q: 31 clusters Score -1.556227e+08 nChanged 9169
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 126220 members 
Mstep: Class 3 contains 2538 members 
Mstep: Class 4 contains 206234 members 
Mstep: Class 5 contains 15762 members 
Mstep: Class 6 contains 35443 members 
Mstep: Class 7 contains 1317 members 
Mstep: Class 8 contains 73047 members 
Mstep: Class 9 contains 43319 members 
Mstep: Class 10 contains 242406 members 
Mstep: Class 11 contains 18727 members 
Mstep: Class 12 contains 1151 members 
Mstep: Class 13 contains 1785 members 
Mstep: Class 14 contains 115915 members 
Mstep: Class 15 contains 22034 members 
Mstep: Class 16 contains 5865 members 
Mstep: Class 17 contains 13379 members 
Mstep: Class 18 contains 14175 members 
Mstep: Class 19 contains 223970 members 
Mstep: Class 20 contains 23811 members 
Mstep: Class 21 contains 3161 members 
Mstep: Class 22 contains 9609 members 
Mstep: Class 23 contains 111803 members 
Mstep: Class 24 contains 7985 members 
Mstep: Class 25 contains 1087 members 
Mstep: Class 26 contains 4809 members 
Mstep: Class 27 contains 8615 members 
Mstep: Class 28 contains 4622 members 
Mstep: Class 29 contains 14979 members 
Mstep: Class 30 contains 2595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155625232.000000 Penalty: 105076.437500
Iteration 46Q: 31 clusters Score -1.556252e+08 nChanged 7939
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 125511 members 
Mstep: Class 3 contains 2532 members 
Mstep: Class 4 contains 207380 members 
Mstep: Class 5 contains 15704 members 
Mstep: Class 6 contains 35342 members 
Mstep: Class 7 contains 1316 members 
Mstep: Class 8 contains 72466 members 
Mstep: Class 9 contains 43357 members 
Mstep: Class 10 contains 241346 members 
Mstep: Class 11 contains 18677 members 
Mstep: Class 12 contains 1151 members 
Mstep: Class 13 contains 1787 members 
Mstep: Class 14 contains 116948 members 
Mstep: Class 15 contains 22942 members 
Mstep: Class 16 contains 5833 members 
Mstep: Class 17 contains 13312 members 
Mstep: Class 18 contains 14243 members 
Mstep: Class 19 contains 224106 members 
Mstep: Class 20 contains 24150 members 
Mstep: Class 21 contains 3251 members 
Mstep: Class 22 contains 10165 members 
Mstep: Class 23 contains 109206 members 
Mstep: Class 24 contains 8092 members 
Mstep: Class 25 contains 1091 members 
Mstep: Class 26 contains 4860 members 
Mstep: Class 27 contains 8901 members 
Mstep: Class 28 contains 4614 members 
Mstep: Class 29 contains 15546 members 
Mstep: Class 30 contains 2643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155626736.000000 Penalty: 105076.437500
Iteration 47Q: 31 clusters Score -1.556267e+08 nChanged 6966
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 124858 members 
Mstep: Class 3 contains 2535 members 
Mstep: Class 4 contains 208533 members 
Mstep: Class 5 contains 15637 members 
Mstep: Class 6 contains 35245 members 
Mstep: Class 7 contains 1316 members 
Mstep: Class 8 contains 71928 members 
Mstep: Class 9 contains 43389 members 
Mstep: Class 10 contains 240541 members 
Mstep: Class 11 contains 18631 members 
Mstep: Class 12 contains 1151 members 
Mstep: Class 13 contains 1788 members 
Mstep: Class 14 contains 117729 members 
Mstep: Class 15 contains 23815 members 
Mstep: Class 16 contains 5798 members 
Mstep: Class 17 contains 13271 members 
Mstep: Class 18 contains 14300 members 
Mstep: Class 19 contains 224223 members 
Mstep: Class 20 contains 24437 members 
Mstep: Class 21 contains 3326 members 
Mstep: Class 22 contains 10684 members 
Mstep: Class 23 contains 106776 members 
Mstep: Class 24 contains 8170 members 
Mstep: Class 25 contains 1096 members 
Mstep: Class 26 contains 4888 members 
Mstep: Class 27 contains 9178 members 
Mstep: Class 28 contains 4619 members 
Mstep: Class 29 contains 16006 members 
Mstep: Class 30 contains 2681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155627808.000000 Penalty: 105076.437500
Iteration 48Q: 31 clusters Score -1.556278e+08 nChanged 6261
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 124163 members 
Mstep: Class 3 contains 2538 members 
Mstep: Class 4 contains 209650 members 
Mstep: Class 5 contains 15581 members 
Mstep: Class 6 contains 35163 members 
Mstep: Class 7 contains 1316 members 
Mstep: Class 8 contains 71423 members 
Mstep: Class 9 contains 43410 members 
Mstep: Class 10 contains 239904 members 
Mstep: Class 11 contains 18596 members 
Mstep: Class 12 contains 1151 members 
Mstep: Class 13 contains 1789 members 
Mstep: Class 14 contains 118380 members 
Mstep: Class 15 contains 24720 members 
Mstep: Class 16 contains 5781 members 
Mstep: Class 17 contains 13232 members 
Mstep: Class 18 contains 14341 members 
Mstep: Class 19 contains 224475 members 
Mstep: Class 20 contains 24629 members 
Mstep: Class 21 contains 3402 members 
Mstep: Class 22 contains 11181 members 
Mstep: Class 23 contains 104457 members 
Mstep: Class 24 contains 8253 members 
Mstep: Class 25 contains 1102 members 
Mstep: Class 26 contains 4912 members 
Mstep: Class 27 contains 9398 members 
Mstep: Class 28 contains 4617 members 
Mstep: Class 29 contains 16346 members 
Mstep: Class 30 contains 2722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155629200.000000 Penalty: 105076.437500
Iteration 49Q: 31 clusters Score -1.556292e+08 nChanged 5637
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 123499 members 
Mstep: Class 3 contains 2536 members 
Mstep: Class 4 contains 210722 members 
Mstep: Class 5 contains 15528 members 
Mstep: Class 6 contains 35096 members 
Mstep: Class 7 contains 1315 members 
Mstep: Class 8 contains 70991 members 
Mstep: Class 9 contains 43439 members 
Mstep: Class 10 contains 239404 members 
Mstep: Class 11 contains 18571 members 
Mstep: Class 12 contains 1151 members 
Mstep: Class 13 contains 1790 members 
Mstep: Class 14 contains 118936 members 
Mstep: Class 15 contains 25610 members 
Mstep: Class 16 contains 5763 members 
Mstep: Class 17 contains 13190 members 
Mstep: Class 18 contains 14372 members 
Mstep: Class 19 contains 224728 members 
Mstep: Class 20 contains 24803 members 
Mstep: Class 21 contains 3463 members 
Mstep: Class 22 contains 11630 members 
Mstep: Class 23 contains 102268 members 
Mstep: Class 24 contains 8330 members 
Mstep: Class 25 contains 1104 members 
Mstep: Class 26 contains 4922 members 
Mstep: Class 27 contains 9567 members 
Mstep: Class 28 contains 4617 members 
Mstep: Class 29 contains 16610 members 
Mstep: Class 30 contains 2755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155630400.000000 Penalty: 105076.437500
Iteration 50Q: 31 clusters Score -1.556304e+08 nChanged 5034
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 122941 members 
Mstep: Class 3 contains 2539 members 
Mstep: Class 4 contains 211639 members 
Mstep: Class 5 contains 15489 members 
Mstep: Class 6 contains 35035 members 
Mstep: Class 7 contains 1315 members 
Mstep: Class 8 contains 70615 members 
Mstep: Class 9 contains 43456 members 
Mstep: Class 10 contains 239006 members 
Mstep: Class 11 contains 18553 members 
Mstep: Class 12 contains 1151 members 
Mstep: Class 13 contains 1792 members 
Mstep: Class 14 contains 119350 members 
Mstep: Class 15 contains 26504 members 
Mstep: Class 16 contains 5753 members 
Mstep: Class 17 contains 13152 members 
Mstep: Class 18 contains 14402 members 
Mstep: Class 19 contains 224963 members 
Mstep: Class 20 contains 24943 members 
Mstep: Class 21 contains 3510 members 
Mstep: Class 22 contains 12027 members 
Mstep: Class 23 contains 100260 members 
Mstep: Class 24 contains 8397 members 
Mstep: Class 25 contains 1102 members 
Mstep: Class 26 contains 4935 members 
Mstep: Class 27 contains 9726 members 
Mstep: Class 28 contains 4617 members 
Mstep: Class 29 contains 16822 members 
Mstep: Class 30 contains 2783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155631776.000000 Penalty: 105076.437500
Iteration 51Q: 31 clusters Score -1.556318e+08 nChanged 4495
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 122376 members 
Mstep: Class 3 contains 2541 members 
Mstep: Class 4 contains 212450 members 
Mstep: Class 5 contains 15442 members 
Mstep: Class 6 contains 34990 members 
Mstep: Class 7 contains 1315 members 
Mstep: Class 8 contains 70308 members 
Mstep: Class 9 contains 43473 members 
Mstep: Class 10 contains 238642 members 
Mstep: Class 11 contains 18531 members 
Mstep: Class 12 contains 1151 members 
Mstep: Class 13 contains 1794 members 
Mstep: Class 14 contains 119726 members 
Mstep: Class 15 contains 27315 members 
Mstep: Class 16 contains 5751 members 
Mstep: Class 17 contains 13118 members 
Mstep: Class 18 contains 14432 members 
Mstep: Class 19 contains 225161 members 
Mstep: Class 20 contains 25072 members 
Mstep: Class 21 contains 3555 members 
Mstep: Class 22 contains 12397 members 
Mstep: Class 23 contains 98476 members 
Mstep: Class 24 contains 8453 members 
Mstep: Class 25 contains 1102 members 
Mstep: Class 26 contains 4944 members 
Mstep: Class 27 contains 9856 members 
Mstep: Class 28 contains 4607 members 
Mstep: Class 29 contains 17038 members 
Mstep: Class 30 contains 2817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155632720.000000 Penalty: 105076.437500
Iteration 52Q: 31 clusters Score -1.556327e+08 nChanged 4040
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 121857 members 
Mstep: Class 3 contains 2542 members 
Mstep: Class 4 contains 213126 members 
Mstep: Class 5 contains 15416 members 
Mstep: Class 6 contains 34938 members 
Mstep: Class 7 contains 1315 members 
Mstep: Class 8 contains 70049 members 
Mstep: Class 9 contains 43489 members 
Mstep: Class 10 contains 238353 members 
Mstep: Class 11 contains 18517 members 
Mstep: Class 12 contains 1151 members 
Mstep: Class 13 contains 1795 members 
Mstep: Class 14 contains 120010 members 
Mstep: Class 15 contains 28093 members 
Mstep: Class 16 contains 5733 members 
Mstep: Class 17 contains 13080 members 
Mstep: Class 18 contains 14455 members 
Mstep: Class 19 contains 225411 members 
Mstep: Class 20 contains 25189 members 
Mstep: Class 21 contains 3602 members 
Mstep: Class 22 contains 12707 members 
Mstep: Class 23 contains 96895 members 
Mstep: Class 24 contains 8498 members 
Mstep: Class 25 contains 1102 members 
Mstep: Class 26 contains 4937 members 
Mstep: Class 27 contains 9941 members 
Mstep: Class 28 contains 4602 members 
Mstep: Class 29 contains 17237 members 
Mstep: Class 30 contains 2839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155633296.000000 Penalty: 105076.437500
Iteration 53Q: 31 clusters Score -1.556333e+08 nChanged 3571
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 121350 members 
Mstep: Class 3 contains 2546 members 
Mstep: Class 4 contains 213682 members 
Mstep: Class 5 contains 15390 members 
Mstep: Class 6 contains 34892 members 
Mstep: Class 7 contains 1315 members 
Mstep: Class 8 contains 69803 members 
Mstep: Class 9 contains 43502 members 
Mstep: Class 10 contains 238140 members 
Mstep: Class 11 contains 18499 members 
Mstep: Class 12 contains 1151 members 
Mstep: Class 13 contains 1795 members 
Mstep: Class 14 contains 120257 members 
Mstep: Class 15 contains 28833 members 
Mstep: Class 16 contains 5716 members 
Mstep: Class 17 contains 13058 members 
Mstep: Class 18 contains 14476 members 
Mstep: Class 19 contains 225648 members 
Mstep: Class 20 contains 25285 members 
Mstep: Class 21 contains 3645 members 
Mstep: Class 22 contains 12992 members 
Mstep: Class 23 contains 95477 members 
Mstep: Class 24 contains 8537 members 
Mstep: Class 25 contains 1102 members 
Mstep: Class 26 contains 4931 members 
Mstep: Class 27 contains 10024 members 
Mstep: Class 28 contains 4599 members 
Mstep: Class 29 contains 17410 members 
Mstep: Class 30 contains 2862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155634016.000000 Penalty: 105076.437500
Iteration 54Q: 31 clusters Score -1.55634e+08 nChanged 3228
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 120849 members 
Mstep: Class 3 contains 2548 members 
Mstep: Class 4 contains 214160 members 
Mstep: Class 5 contains 15377 members 
Mstep: Class 6 contains 34841 members 
Mstep: Class 7 contains 1315 members 
Mstep: Class 8 contains 69604 members 
Mstep: Class 9 contains 43515 members 
Mstep: Class 10 contains 237957 members 
Mstep: Class 11 contains 18484 members 
Mstep: Class 12 contains 1151 members 
Mstep: Class 13 contains 1795 members 
Mstep: Class 14 contains 120484 members 
Mstep: Class 15 contains 29494 members 
Mstep: Class 16 contains 5692 members 
Mstep: Class 17 contains 13042 members 
Mstep: Class 18 contains 14496 members 
Mstep: Class 19 contains 225891 members 
Mstep: Class 20 contains 25376 members 
Mstep: Class 21 contains 3698 members 
Mstep: Class 22 contains 13227 members 
Mstep: Class 23 contains 94249 members 
Mstep: Class 24 contains 8571 members 
Mstep: Class 25 contains 1102 members 
Mstep: Class 26 contains 4932 members 
Mstep: Class 27 contains 10084 members 
Mstep: Class 28 contains 4591 members 
Mstep: Class 29 contains 17544 members 
Mstep: Class 30 contains 2881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155634144.000000 Penalty: 105076.437500
Iteration 55Q: 31 clusters Score -1.556341e+08 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 120449 members 
Mstep: Class 3 contains 2548 members 
Mstep: Class 4 contains 214538 members 
Mstep: Class 5 contains 15360 members 
Mstep: Class 6 contains 34773 members 
Mstep: Class 7 contains 1315 members 
Mstep: Class 8 contains 69443 members 
Mstep: Class 9 contains 43527 members 
Mstep: Class 10 contains 237817 members 
Mstep: Class 11 contains 18471 members 
Mstep: Class 12 contains 1151 members 
Mstep: Class 13 contains 1797 members 
Mstep: Class 14 contains 120666 members 
Mstep: Class 15 contains 30063 members 
Mstep: Class 16 contains 5684 members 
Mstep: Class 17 contains 13032 members 
Mstep: Class 18 contains 14526 members 
Mstep: Class 19 contains 226083 members 
Mstep: Class 20 contains 25443 members 
Mstep: Class 21 contains 3758 members 
Mstep: Class 22 contains 13432 members 
Mstep: Class 23 contains 93222 members 
Mstep: Class 24 contains 8604 members 
Mstep: Class 25 contains 1102 members 
Mstep: Class 26 contains 4937 members 
Mstep: Class 27 contains 10123 members 
Mstep: Class 28 contains 4582 members 
Mstep: Class 29 contains 17642 members 
Mstep: Class 30 contains 2895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155634608.000000 Penalty: 105076.437500
Iteration 56Q: 31 clusters Score -1.556346e+08 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 120147 members 
Mstep: Class 3 contains 2549 members 
Mstep: Class 4 contains 214871 members 
Mstep: Class 5 contains 15348 members 
Mstep: Class 6 contains 34714 members 
Mstep: Class 7 contains 1315 members 
Mstep: Class 8 contains 69321 members 
Mstep: Class 9 contains 43530 members 
Mstep: Class 10 contains 237681 members 
Mstep: Class 11 contains 18462 members 
Mstep: Class 12 contains 1151 members 
Mstep: Class 13 contains 1797 members 
Mstep: Class 14 contains 120827 members 
Mstep: Class 15 contains 30578 members 
Mstep: Class 16 contains 5665 members 
Mstep: Class 17 contains 13021 members 
Mstep: Class 18 contains 14549 members 
Mstep: Class 19 contains 226230 members 
Mstep: Class 20 contains 25511 members 
Mstep: Class 21 contains 3809 members 
Mstep: Class 22 contains 13601 members 
Mstep: Class 23 contains 92297 members 
Mstep: Class 24 contains 8640 members 
Mstep: Class 25 contains 1102 members 
Mstep: Class 26 contains 4939 members 
Mstep: Class 27 contains 10155 members 
Mstep: Class 28 contains 4575 members 
Mstep: Class 29 contains 17735 members 
Mstep: Class 30 contains 2900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155634960.000000 Penalty: 105076.437500
Iteration 57Q: 31 clusters Score -1.55635e+08 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 119931 members 
Mstep: Class 3 contains 2551 members 
Mstep: Class 4 contains 215140 members 
Mstep: Class 5 contains 15334 members 
Mstep: Class 6 contains 34661 members 
Mstep: Class 7 contains 1315 members 
Mstep: Class 8 contains 69212 members 
Mstep: Class 9 contains 43536 members 
Mstep: Class 10 contains 237580 members 
Mstep: Class 11 contains 18450 members 
Mstep: Class 12 contains 1151 members 
Mstep: Class 13 contains 1797 members 
Mstep: Class 14 contains 120951 members 
Mstep: Class 15 contains 31047 members 
Mstep: Class 16 contains 5655 members 
Mstep: Class 17 contains 13008 members 
Mstep: Class 18 contains 14572 members 
Mstep: Class 19 contains 226340 members 
Mstep: Class 20 contains 25563 members 
Mstep: Class 21 contains 3855 members 
Mstep: Class 22 contains 13749 members 
Mstep: Class 23 contains 91480 members 
Mstep: Class 24 contains 8666 members 
Mstep: Class 25 contains 1102 members 
Mstep: Class 26 contains 4945 members 
Mstep: Class 27 contains 10176 members 
Mstep: Class 28 contains 4570 members 
Mstep: Class 29 contains 17805 members 
Mstep: Class 30 contains 2904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155635392.000000 Penalty: 105076.437500
Iteration 58Q: 31 clusters Score -1.556354e+08 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 119744 members 
Mstep: Class 3 contains 2551 members 
Mstep: Class 4 contains 215376 members 
Mstep: Class 5 contains 15321 members 
Mstep: Class 6 contains 34595 members 
Mstep: Class 7 contains 1315 members 
Mstep: Class 8 contains 69125 members 
Mstep: Class 9 contains 43532 members 
Mstep: Class 10 contains 237503 members 
Mstep: Class 11 contains 18440 members 
Mstep: Class 12 contains 1151 members 
Mstep: Class 13 contains 1797 members 
Mstep: Class 14 contains 121054 members 
Mstep: Class 15 contains 31469 members 
Mstep: Class 16 contains 5647 members 
Mstep: Class 17 contains 13002 members 
Mstep: Class 18 contains 14604 members 
Mstep: Class 19 contains 226417 members 
Mstep: Class 20 contains 25613 members 
Mstep: Class 21 contains 3901 members 
Mstep: Class 22 contains 13878 members 
Mstep: Class 23 contains 90765 members 
Mstep: Class 24 contains 8691 members 
Mstep: Class 25 contains 1103 members 
Mstep: Class 26 contains 4943 members 
Mstep: Class 27 contains 10200 members 
Mstep: Class 28 contains 4568 members 
Mstep: Class 29 contains 17859 members 
Mstep: Class 30 contains 2908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155635664.000000 Penalty: 105076.437500
Iteration 59Q: 31 clusters Score -1.556357e+08 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 119593 members 
Mstep: Class 3 contains 2551 members 
Mstep: Class 4 contains 215550 members 
Mstep: Class 5 contains 15317 members 
Mstep: Class 6 contains 34528 members 
Mstep: Class 7 contains 1315 members 
Mstep: Class 8 contains 69047 members 
Mstep: Class 9 contains 43536 members 
Mstep: Class 10 contains 237435 members 
Mstep: Class 11 contains 18431 members 
Mstep: Class 12 contains 1151 members 
Mstep: Class 13 contains 1797 members 
Mstep: Class 14 contains 121155 members 
Mstep: Class 15 contains 31846 members 
Mstep: Class 16 contains 5632 members 
Mstep: Class 17 contains 12994 members 
Mstep: Class 18 contains 14623 members 
Mstep: Class 19 contains 226492 members 
Mstep: Class 20 contains 25661 members 
Mstep: Class 21 contains 3963 members 
Mstep: Class 22 contains 13968 members 
Mstep: Class 23 contains 90158 members 
Mstep: Class 24 contains 8714 members 
Mstep: Class 25 contains 1104 members 
Mstep: Class 26 contains 4941 members 
Mstep: Class 27 contains 10218 members 
Mstep: Class 28 contains 4563 members 
Mstep: Class 29 contains 17900 members 
Mstep: Class 30 contains 2913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155636496.000000 Penalty: 105076.437500
Iteration 60F: 31 clusters Score -1.556365e+08 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 119330 members 
Mstep: Class 3 contains 2552 members 
Mstep: Class 4 contains 215598 members 
Mstep: Class 5 contains 15312 members 
Mstep: Class 6 contains 34476 members 
Mstep: Class 7 contains 1315 members 
Mstep: Class 8 contains 68849 members 
Mstep: Class 9 contains 43538 members 
Mstep: Class 10 contains 237332 members 
Mstep: Class 11 contains 18424 members 
Mstep: Class 12 contains 1151 members 
Mstep: Class 13 contains 1797 members 
Mstep: Class 14 contains 121177 members 
Mstep: Class 15 contains 32164 members 
Mstep: Class 16 contains 5617 members 
Mstep: Class 17 contains 12978 members 
Mstep: Class 18 contains 14632 members 
Mstep: Class 19 contains 226545 members 
Mstep: Class 20 contains 25706 members 
Mstep: Class 21 contains 4016 members 
Mstep: Class 22 contains 14225 members 
Mstep: Class 23 contains 89313 members 
Mstep: Class 24 contains 8736 members 
Mstep: Class 25 contains 1105 members 
Mstep: Class 26 contains 4934 members 
Mstep: Class 27 contains 10196 members 
Mstep: Class 28 contains 4559 members 
Mstep: Class 29 contains 18568 members 
Mstep: Class 30 contains 2974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155637264.000000 Penalty: 105076.437500
Iteration 61Q: 31 clusters Score -1.556373e+08 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 119072 members 
Mstep: Class 3 contains 2551 members 
Mstep: Class 4 contains 215653 members 
Mstep: Class 5 contains 15306 members 
Mstep: Class 6 contains 34414 members 
Mstep: Class 7 contains 1315 members 
Mstep: Class 8 contains 68715 members 
Mstep: Class 9 contains 43541 members 
Mstep: Class 10 contains 237261 members 
Mstep: Class 11 contains 18418 members 
Mstep: Class 12 contains 1151 members 
Mstep: Class 13 contains 1796 members 
Mstep: Class 14 contains 121205 members 
Mstep: Class 15 contains 32468 members 
Mstep: Class 16 contains 5614 members 
Mstep: Class 17 contains 12967 members 
Mstep: Class 18 contains 14644 members 
Mstep: Class 19 contains 226530 members 
Mstep: Class 20 contains 25757 members 
Mstep: Class 21 contains 4081 members 
Mstep: Class 22 contains 14535 members 
Mstep: Class 23 contains 88678 members 
Mstep: Class 24 contains 8763 members 
Mstep: Class 25 contains 1105 members 
Mstep: Class 26 contains 4936 members 
Mstep: Class 27 contains 10153 members 
Mstep: Class 28 contains 4550 members 
Mstep: Class 29 contains 18930 members 
Mstep: Class 30 contains 3038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155637488.000000 Penalty: 105076.437500
Iteration 62Q: 31 clusters Score -1.556375e+08 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 118827 members 
Mstep: Class 3 contains 2549 members 
Mstep: Class 4 contains 215648 members 
Mstep: Class 5 contains 15304 members 
Mstep: Class 6 contains 34354 members 
Mstep: Class 7 contains 1315 members 
Mstep: Class 8 contains 68594 members 
Mstep: Class 9 contains 43547 members 
Mstep: Class 10 contains 237222 members 
Mstep: Class 11 contains 18414 members 
Mstep: Class 12 contains 1151 members 
Mstep: Class 13 contains 1796 members 
Mstep: Class 14 contains 121230 members 
Mstep: Class 15 contains 32723 members 
Mstep: Class 16 contains 5614 members 
Mstep: Class 17 contains 12955 members 
Mstep: Class 18 contains 14658 members 
Mstep: Class 19 contains 226524 members 
Mstep: Class 20 contains 25815 members 
Mstep: Class 21 contains 4135 members 
Mstep: Class 22 contains 14821 members 
Mstep: Class 23 contains 88193 members 
Mstep: Class 24 contains 8785 members 
Mstep: Class 25 contains 1105 members 
Mstep: Class 26 contains 4930 members 
Mstep: Class 27 contains 10091 members 
Mstep: Class 28 contains 4546 members 
Mstep: Class 29 contains 19223 members 
Mstep: Class 30 contains 3100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155638144.000000 Penalty: 105076.437500
Iteration 63Q: 31 clusters Score -1.556381e+08 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 118598 members 
Mstep: Class 3 contains 2549 members 
Mstep: Class 4 contains 215626 members 
Mstep: Class 5 contains 15302 members 
Mstep: Class 6 contains 34303 members 
Mstep: Class 7 contains 1315 members 
Mstep: Class 8 contains 68502 members 
Mstep: Class 9 contains 43555 members 
Mstep: Class 10 contains 237219 members 
Mstep: Class 11 contains 18406 members 
Mstep: Class 12 contains 1151 members 
Mstep: Class 13 contains 1796 members 
Mstep: Class 14 contains 121228 members 
Mstep: Class 15 contains 32957 members 
Mstep: Class 16 contains 5628 members 
Mstep: Class 17 contains 12944 members 
Mstep: Class 18 contains 14676 members 
Mstep: Class 19 contains 226530 members 
Mstep: Class 20 contains 25868 members 
Mstep: Class 21 contains 4180 members 
Mstep: Class 22 contains 15086 members 
Mstep: Class 23 contains 87780 members 
Mstep: Class 24 contains 8806 members 
Mstep: Class 25 contains 1105 members 
Mstep: Class 26 contains 4924 members 
Mstep: Class 27 contains 10021 members 
Mstep: Class 28 contains 4542 members 
Mstep: Class 29 contains 19430 members 
Mstep: Class 30 contains 3164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155638096.000000 Penalty: 105076.437500
Iteration 64Q: 31 clusters Score -1.556381e+08 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 118378 members 
Mstep: Class 3 contains 2548 members 
Mstep: Class 4 contains 215576 members 
Mstep: Class 5 contains 15299 members 
Mstep: Class 6 contains 34258 members 
Mstep: Class 7 contains 1315 members 
Mstep: Class 8 contains 68463 members 
Mstep: Class 9 contains 43562 members 
Mstep: Class 10 contains 237214 members 
Mstep: Class 11 contains 18404 members 
Mstep: Class 12 contains 1151 members 
Mstep: Class 13 contains 1796 members 
Mstep: Class 14 contains 121229 members 
Mstep: Class 15 contains 33183 members 
Mstep: Class 16 contains 5647 members 
Mstep: Class 17 contains 12938 members 
Mstep: Class 18 contains 14691 members 
Mstep: Class 19 contains 226564 members 
Mstep: Class 20 contains 25933 members 
Mstep: Class 21 contains 4214 members 
Mstep: Class 22 contains 15312 members 
Mstep: Class 23 contains 87401 members 
Mstep: Class 24 contains 8827 members 
Mstep: Class 25 contains 1106 members 
Mstep: Class 26 contains 4922 members 
Mstep: Class 27 contains 9975 members 
Mstep: Class 28 contains 4539 members 
Mstep: Class 29 contains 19560 members 
Mstep: Class 30 contains 3207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155638688.000000 Penalty: 105076.437500
Iteration 65Q: 31 clusters Score -1.556387e+08 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 118199 members 
Mstep: Class 3 contains 2548 members 
Mstep: Class 4 contains 215539 members 
Mstep: Class 5 contains 15290 members 
Mstep: Class 6 contains 34204 members 
Mstep: Class 7 contains 1315 members 
Mstep: Class 8 contains 68437 members 
Mstep: Class 9 contains 43567 members 
Mstep: Class 10 contains 237202 members 
Mstep: Class 11 contains 18401 members 
Mstep: Class 12 contains 1151 members 
Mstep: Class 13 contains 1796 members 
Mstep: Class 14 contains 121228 members 
Mstep: Class 15 contains 33370 members 
Mstep: Class 16 contains 5659 members 
Mstep: Class 17 contains 12935 members 
Mstep: Class 18 contains 14705 members 
Mstep: Class 19 contains 226592 members 
Mstep: Class 20 contains 26019 members 
Mstep: Class 21 contains 4261 members 
Mstep: Class 22 contains 15522 members 
Mstep: Class 23 contains 87089 members 
Mstep: Class 24 contains 8845 members 
Mstep: Class 25 contains 1107 members 
Mstep: Class 26 contains 4920 members 
Mstep: Class 27 contains 9898 members 
Mstep: Class 28 contains 4535 members 
Mstep: Class 29 contains 19651 members 
Mstep: Class 30 contains 3245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155638912.000000 Penalty: 105076.437500
Iteration 66Q: 31 clusters Score -1.556389e+08 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 118024 members 
Mstep: Class 3 contains 2549 members 
Mstep: Class 4 contains 215466 members 
Mstep: Class 5 contains 15289 members 
Mstep: Class 6 contains 34153 members 
Mstep: Class 7 contains 1315 members 
Mstep: Class 8 contains 68424 members 
Mstep: Class 9 contains 43576 members 
Mstep: Class 10 contains 237171 members 
Mstep: Class 11 contains 18398 members 
Mstep: Class 12 contains 1151 members 
Mstep: Class 13 contains 1796 members 
Mstep: Class 14 contains 121227 members 
Mstep: Class 15 contains 33606 members 
Mstep: Class 16 contains 5671 members 
Mstep: Class 17 contains 12931 members 
Mstep: Class 18 contains 14718 members 
Mstep: Class 19 contains 226618 members 
Mstep: Class 20 contains 26121 members 
Mstep: Class 21 contains 4307 members 
Mstep: Class 22 contains 15709 members 
Mstep: Class 23 contains 86798 members 
Mstep: Class 24 contains 8858 members 
Mstep: Class 25 contains 1108 members 
Mstep: Class 26 contains 4913 members 
Mstep: Class 27 contains 9823 members 
Mstep: Class 28 contains 4530 members 
Mstep: Class 29 contains 19713 members 
Mstep: Class 30 contains 3280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155639280.000000 Penalty: 105076.437500
Iteration 67Q: 31 clusters Score -1.556393e+08 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 117823 members 
Mstep: Class 3 contains 2546 members 
Mstep: Class 4 contains 215368 members 
Mstep: Class 5 contains 15280 members 
Mstep: Class 6 contains 34106 members 
Mstep: Class 7 contains 1315 members 
Mstep: Class 8 contains 68425 members 
Mstep: Class 9 contains 43587 members 
Mstep: Class 10 contains 237126 members 
Mstep: Class 11 contains 18399 members 
Mstep: Class 12 contains 1151 members 
Mstep: Class 13 contains 1796 members 
Mstep: Class 14 contains 121220 members 
Mstep: Class 15 contains 33842 members 
Mstep: Class 16 contains 5678 members 
Mstep: Class 17 contains 12933 members 
Mstep: Class 18 contains 14730 members 
Mstep: Class 19 contains 226667 members 
Mstep: Class 20 contains 26199 members 
Mstep: Class 21 contains 4342 members 
Mstep: Class 22 contains 15894 members 
Mstep: Class 23 contains 86521 members 
Mstep: Class 24 contains 8873 members 
Mstep: Class 25 contains 1107 members 
Mstep: Class 26 contains 4911 members 
Mstep: Class 27 contains 9835 members 
Mstep: Class 28 contains 4529 members 
Mstep: Class 29 contains 19748 members 
Mstep: Class 30 contains 3307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155639264.000000 Penalty: 105076.437500
Iteration 68Q: 31 clusters Score -1.556393e+08 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 117629 members 
Mstep: Class 3 contains 2547 members 
Mstep: Class 4 contains 215263 members 
Mstep: Class 5 contains 15270 members 
Mstep: Class 6 contains 34055 members 
Mstep: Class 7 contains 1315 members 
Mstep: Class 8 contains 68426 members 
Mstep: Class 9 contains 43593 members 
Mstep: Class 10 contains 237109 members 
Mstep: Class 11 contains 18396 members 
Mstep: Class 12 contains 1151 members 
Mstep: Class 13 contains 1796 members 
Mstep: Class 14 contains 121202 members 
Mstep: Class 15 contains 34072 members 
Mstep: Class 16 contains 5673 members 
Mstep: Class 17 contains 12932 members 
Mstep: Class 18 contains 14748 members 
Mstep: Class 19 contains 226682 members 
Mstep: Class 20 contains 26288 members 
Mstep: Class 21 contains 4381 members 
Mstep: Class 22 contains 16063 members 
Mstep: Class 23 contains 86259 members 
Mstep: Class 24 contains 8888 members 
Mstep: Class 25 contains 1107 members 
Mstep: Class 26 contains 4901 members 
Mstep: Class 27 contains 9910 members 
Mstep: Class 28 contains 4525 members 
Mstep: Class 29 contains 19770 members 
Mstep: Class 30 contains 3322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155639664.000000 Penalty: 105076.437500
Iteration 69Q: 31 clusters Score -1.556397e+08 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 117475 members 
Mstep: Class 3 contains 2545 members 
Mstep: Class 4 contains 215218 members 
Mstep: Class 5 contains 15264 members 
Mstep: Class 6 contains 34007 members 
Mstep: Class 7 contains 1315 members 
Mstep: Class 8 contains 68408 members 
Mstep: Class 9 contains 43593 members 
Mstep: Class 10 contains 237092 members 
Mstep: Class 11 contains 18393 members 
Mstep: Class 12 contains 1151 members 
Mstep: Class 13 contains 1796 members 
Mstep: Class 14 contains 121186 members 
Mstep: Class 15 contains 34281 members 
Mstep: Class 16 contains 5676 members 
Mstep: Class 17 contains 12932 members 
Mstep: Class 18 contains 14757 members 
Mstep: Class 19 contains 226679 members 
Mstep: Class 20 contains 26352 members 
Mstep: Class 21 contains 4426 members 
Mstep: Class 22 contains 16206 members 
Mstep: Class 23 contains 86038 members 
Mstep: Class 24 contains 8899 members 
Mstep: Class 25 contains 1106 members 
Mstep: Class 26 contains 4894 members 
Mstep: Class 27 contains 9938 members 
Mstep: Class 28 contains 4522 members 
Mstep: Class 29 contains 19794 members 
Mstep: Class 30 contains 3341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155640016.000000 Penalty: 105076.437500
Iteration 70Q: 31 clusters Score -1.5564e+08 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 117319 members 
Mstep: Class 3 contains 2546 members 
Mstep: Class 4 contains 215195 members 
Mstep: Class 5 contains 15256 members 
Mstep: Class 6 contains 33959 members 
Mstep: Class 7 contains 1315 members 
Mstep: Class 8 contains 68397 members 
Mstep: Class 9 contains 43597 members 
Mstep: Class 10 contains 237104 members 
Mstep: Class 11 contains 18389 members 
Mstep: Class 12 contains 1151 members 
Mstep: Class 13 contains 1797 members 
Mstep: Class 14 contains 121172 members 
Mstep: Class 15 contains 34472 members 
Mstep: Class 16 contains 5678 members 
Mstep: Class 17 contains 12932 members 
Mstep: Class 18 contains 14766 members 
Mstep: Class 19 contains 226661 members 
Mstep: Class 20 contains 26407 members 
Mstep: Class 21 contains 4480 members 
Mstep: Class 22 contains 16335 members 
Mstep: Class 23 contains 85818 members 
Mstep: Class 24 contains 8907 members 
Mstep: Class 25 contains 1105 members 
Mstep: Class 26 contains 4883 members 
Mstep: Class 27 contains 9978 members 
Mstep: Class 28 contains 4511 members 
Mstep: Class 29 contains 19808 members 
Mstep: Class 30 contains 3354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155640688.000000 Penalty: 105076.437500
Iteration 71Q: 31 clusters Score -1.556407e+08 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 117201 members 
Mstep: Class 3 contains 2546 members 
Mstep: Class 4 contains 215175 members 
Mstep: Class 5 contains 15253 members 
Mstep: Class 6 contains 33904 members 
Mstep: Class 7 contains 1315 members 
Mstep: Class 8 contains 68380 members 
Mstep: Class 9 contains 43593 members 
Mstep: Class 10 contains 237103 members 
Mstep: Class 11 contains 18383 members 
Mstep: Class 12 contains 1151 members 
Mstep: Class 13 contains 1797 members 
Mstep: Class 14 contains 121158 members 
Mstep: Class 15 contains 34638 members 
Mstep: Class 16 contains 5679 members 
Mstep: Class 17 contains 12931 members 
Mstep: Class 18 contains 14772 members 
Mstep: Class 19 contains 226633 members 
Mstep: Class 20 contains 26434 members 
Mstep: Class 21 contains 4539 members 
Mstep: Class 22 contains 16468 members 
Mstep: Class 23 contains 85634 members 
Mstep: Class 24 contains 8914 members 
Mstep: Class 25 contains 1104 members 
Mstep: Class 26 contains 4878 members 
Mstep: Class 27 contains 10022 members 
Mstep: Class 28 contains 4507 members 
Mstep: Class 29 contains 19818 members 
Mstep: Class 30 contains 3369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155640816.000000 Penalty: 105076.437500
Iteration 72Q: 31 clusters Score -1.556408e+08 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 117102 members 
Mstep: Class 3 contains 2546 members 
Mstep: Class 4 contains 215159 members 
Mstep: Class 5 contains 15255 members 
Mstep: Class 6 contains 33843 members 
Mstep: Class 7 contains 1315 members 
Mstep: Class 8 contains 68367 members 
Mstep: Class 9 contains 43599 members 
Mstep: Class 10 contains 237107 members 
Mstep: Class 11 contains 18370 members 
Mstep: Class 12 contains 1151 members 
Mstep: Class 13 contains 1797 members 
Mstep: Class 14 contains 121148 members 
Mstep: Class 15 contains 34782 members 
Mstep: Class 16 contains 5673 members 
Mstep: Class 17 contains 12928 members 
Mstep: Class 18 contains 14786 members 
Mstep: Class 19 contains 226608 members 
Mstep: Class 20 contains 26452 members 
Mstep: Class 21 contains 4603 members 
Mstep: Class 22 contains 16584 members 
Mstep: Class 23 contains 85477 members 
Mstep: Class 24 contains 8918 members 
Mstep: Class 25 contains 1105 members 
Mstep: Class 26 contains 4876 members 
Mstep: Class 27 contains 10045 members 
Mstep: Class 28 contains 4503 members 
Mstep: Class 29 contains 19826 members 
Mstep: Class 30 contains 3378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155640896.000000 Penalty: 105076.437500
Iteration 73Q: 31 clusters Score -1.556409e+08 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 117013 members 
Mstep: Class 3 contains 2546 members 
Mstep: Class 4 contains 215136 members 
Mstep: Class 5 contains 15252 members 
Mstep: Class 6 contains 33768 members 
Mstep: Class 7 contains 1315 members 
Mstep: Class 8 contains 68362 members 
Mstep: Class 9 contains 43602 members 
Mstep: Class 10 contains 237117 members 
Mstep: Class 11 contains 18362 members 
Mstep: Class 12 contains 1151 members 
Mstep: Class 13 contains 1797 members 
Mstep: Class 14 contains 121144 members 
Mstep: Class 15 contains 34929 members 
Mstep: Class 16 contains 5663 members 
Mstep: Class 17 contains 12930 members 
Mstep: Class 18 contains 14799 members 
Mstep: Class 19 contains 226578 members 
Mstep: Class 20 contains 26468 members 
Mstep: Class 21 contains 4674 members 
Mstep: Class 22 contains 16674 members 
Mstep: Class 23 contains 85343 members 
Mstep: Class 24 contains 8922 members 
Mstep: Class 25 contains 1105 members 
Mstep: Class 26 contains 4873 members 
Mstep: Class 27 contains 10065 members 
Mstep: Class 28 contains 4502 members 
Mstep: Class 29 contains 19834 members 
Mstep: Class 30 contains 3383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155641104.000000 Penalty: 105076.437500
Iteration 74Q: 31 clusters Score -1.556411e+08 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 116923 members 
Mstep: Class 3 contains 2545 members 
Mstep: Class 4 contains 215123 members 
Mstep: Class 5 contains 15245 members 
Mstep: Class 6 contains 33695 members 
Mstep: Class 7 contains 1315 members 
Mstep: Class 8 contains 68371 members 
Mstep: Class 9 contains 43600 members 
Mstep: Class 10 contains 237132 members 
Mstep: Class 11 contains 18354 members 
Mstep: Class 12 contains 1151 members 
Mstep: Class 13 contains 1798 members 
Mstep: Class 14 contains 121129 members 
Mstep: Class 15 contains 35040 members 
Mstep: Class 16 contains 5661 members 
Mstep: Class 17 contains 12932 members 
Mstep: Class 18 contains 14806 members 
Mstep: Class 19 contains 226567 members 
Mstep: Class 20 contains 26479 members 
Mstep: Class 21 contains 4748 members 
Mstep: Class 22 contains 16757 members 
Mstep: Class 23 contains 85232 members 
Mstep: Class 24 contains 8929 members 
Mstep: Class 25 contains 1106 members 
Mstep: Class 26 contains 4873 members 
Mstep: Class 27 contains 10083 members 
Mstep: Class 28 contains 4502 members 
Mstep: Class 29 contains 19833 members 
Mstep: Class 30 contains 3385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155641120.000000 Penalty: 105076.437500
Iteration 75Q: 31 clusters Score -1.556411e+08 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 116819 members 
Mstep: Class 3 contains 2546 members 
Mstep: Class 4 contains 215111 members 
Mstep: Class 5 contains 15240 members 
Mstep: Class 6 contains 33622 members 
Mstep: Class 7 contains 1315 members 
Mstep: Class 8 contains 68373 members 
Mstep: Class 9 contains 43605 members 
Mstep: Class 10 contains 237140 members 
Mstep: Class 11 contains 18352 members 
Mstep: Class 12 contains 1151 members 
Mstep: Class 13 contains 1799 members 
Mstep: Class 14 contains 121127 members 
Mstep: Class 15 contains 35132 members 
Mstep: Class 16 contains 5660 members 
Mstep: Class 17 contains 12932 members 
Mstep: Class 18 contains 14824 members 
Mstep: Class 19 contains 226569 members 
Mstep: Class 20 contains 26487 members 
Mstep: Class 21 contains 4804 members 
Mstep: Class 22 contains 16833 members 
Mstep: Class 23 contains 85136 members 
Mstep: Class 24 contains 8942 members 
Mstep: Class 25 contains 1107 members 
Mstep: Class 26 contains 4872 members 
Mstep: Class 27 contains 10098 members 
Mstep: Class 28 contains 4502 members 
Mstep: Class 29 contains 19836 members 
Mstep: Class 30 contains 3393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155641152.000000 Penalty: 105076.437500
Iteration 76Q: 31 clusters Score -1.556412e+08 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 116740 members 
Mstep: Class 3 contains 2546 members 
Mstep: Class 4 contains 215099 members 
Mstep: Class 5 contains 15238 members 
Mstep: Class 6 contains 33557 members 
Mstep: Class 7 contains 1315 members 
Mstep: Class 8 contains 68363 members 
Mstep: Class 9 contains 43606 members 
Mstep: Class 10 contains 237143 members 
Mstep: Class 11 contains 18348 members 
Mstep: Class 12 contains 1151 members 
Mstep: Class 13 contains 1799 members 
Mstep: Class 14 contains 121125 members 
Mstep: Class 15 contains 35207 members 
Mstep: Class 16 contains 5662 members 
Mstep: Class 17 contains 12932 members 
Mstep: Class 18 contains 14833 members 
Mstep: Class 19 contains 226571 members 
Mstep: Class 20 contains 26493 members 
Mstep: Class 21 contains 4863 members 
Mstep: Class 22 contains 16899 members 
Mstep: Class 23 contains 85073 members 
Mstep: Class 24 contains 8953 members 
Mstep: Class 25 contains 1108 members 
Mstep: Class 26 contains 4871 members 
Mstep: Class 27 contains 10103 members 
Mstep: Class 28 contains 4503 members 
Mstep: Class 29 contains 19840 members 
Mstep: Class 30 contains 3397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155641200.000000 Penalty: 105076.437500
Iteration 77Q: 31 clusters Score -1.556412e+08 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 116665 members 
Mstep: Class 3 contains 2546 members 
Mstep: Class 4 contains 215092 members 
Mstep: Class 5 contains 15237 members 
Mstep: Class 6 contains 33500 members 
Mstep: Class 7 contains 1315 members 
Mstep: Class 8 contains 68357 members 
Mstep: Class 9 contains 43607 members 
Mstep: Class 10 contains 237148 members 
Mstep: Class 11 contains 18340 members 
Mstep: Class 12 contains 1151 members 
Mstep: Class 13 contains 1799 members 
Mstep: Class 14 contains 121126 members 
Mstep: Class 15 contains 35269 members 
Mstep: Class 16 contains 5663 members 
Mstep: Class 17 contains 12934 members 
Mstep: Class 18 contains 14839 members 
Mstep: Class 19 contains 226571 members 
Mstep: Class 20 contains 26503 members 
Mstep: Class 21 contains 4920 members 
Mstep: Class 22 contains 16959 members 
Mstep: Class 23 contains 85017 members 
Mstep: Class 24 contains 8960 members 
Mstep: Class 25 contains 1108 members 
Mstep: Class 26 contains 4865 members 
Mstep: Class 27 contains 10110 members 
Mstep: Class 28 contains 4505 members 
Mstep: Class 29 contains 19841 members 
Mstep: Class 30 contains 3399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155641248.000000 Penalty: 105076.437500
Iteration 78Q: 31 clusters Score -1.556412e+08 nChanged 354
Entering ConstructFrom: 
Score: -155641248.000000 Penalty: 105076.437500
Entering ConstructFrom: 
Trying to split cluster 1 (2885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Entering Unmasked Estep 
Score: -295955.375000 Penalty: 1975.885498
	Iteration 0F: 2 clusters Score -295955.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -292789.593750 Penalty: 3951.770996
	Iteration 0F: 3 clusters Score -292789.6 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -293560.812500 Penalty: 3951.770996
	Iteration 1F: 3 clusters Score -293560.8 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -293900.250000 Penalty: 3951.770996
	Iteration 2F: 3 clusters Score -293900.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -294214.031250 Penalty: 3951.770996
	Iteration 3F: 3 clusters Score -294214 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -294434.000000 Penalty: 3951.770996
	Iteration 4F: 3 clusters Score -294434 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -294589.906250 Penalty: 3951.770996
	Iteration 5Q: 3 clusters Score -294589.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -294695.593750 Penalty: 3951.770996
	Iteration 6Q: 3 clusters Score -294695.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -294777.031250 Penalty: 3951.770996
	Iteration 7Q: 3 clusters Score -294777 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -294815.218750 Penalty: 3951.770996
	Iteration 8Q: 3 clusters Score -294815.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -294839.406250 Penalty: 3951.770996
	Iteration 9Q: 3 clusters Score -294839.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -294857.000000 Penalty: 3951.770996
	Iteration 10Q: 3 clusters Score -294857 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -294872.187500 Penalty: 3951.770996
	Iteration 11Q: 3 clusters Score -294872.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -294881.968750 Penalty: 3951.770996
	Iteration 12Q: 3 clusters Score -294882 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -294889.187500 Penalty: 3951.770996
	Iteration 13Q: 3 clusters Score -294889.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -294894.375000 Penalty: 3951.770996
	Iteration 14Q: 3 clusters Score -294894.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -294897.687500 Penalty: 3951.770996
	Iteration 15Q: 3 clusters Score -294897.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -294898.468750 Penalty: 3951.770996
	Iteration 16Q: 3 clusters Score -294898.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -294899.312500 Penalty: 3951.770996
	Iteration 17Q: 3 clusters Score -294899.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -294899.562500 Penalty: 3951.770996
	Iteration 18Q: 3 clusters Score -294899.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -294899.562500 Penalty: 3951.770996
	Iteration 19F: 3 clusters Score -294899.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (116593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116593 members 
Entering Unmasked Estep 
Score: -13602523.000000 Penalty: 2893.278320
	Iteration 0F: 2 clusters Score -1.360252e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58432 members 
Mstep: Class 2 contains 58161 members 
Entering Unmasked Estep 
Score: -13524309.000000 Penalty: 5786.556641
	Iteration 0F: 3 clusters Score -1.352431e+07 nChanged 55563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60249 members 
Mstep: Class 2 contains 56344 members 
Entering Unmasked Estep 
Score: -13556163.000000 Penalty: 5786.556641
	Iteration 1F: 3 clusters Score -1.355616e+07 nChanged 4323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61288 members 
Mstep: Class 2 contains 55305 members 
Entering Unmasked Estep 
Score: -13557638.000000 Penalty: 5786.556641
	Iteration 2Q: 3 clusters Score -1.355764e+07 nChanged 4820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62696 members 
Mstep: Class 2 contains 53897 members 
Entering Unmasked Estep 
Score: -13559937.000000 Penalty: 5786.556641
	Iteration 3Q: 3 clusters Score -1.355994e+07 nChanged 5823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64359 members 
Mstep: Class 2 contains 52234 members 
Entering Unmasked Estep 
Score: -13563849.000000 Penalty: 5786.556641
	Iteration 4Q: 3 clusters Score -1.356385e+07 nChanged 6965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65728 members 
Mstep: Class 2 contains 50865 members 
Entering Unmasked Estep 
Score: -13568887.000000 Penalty: 5786.556641
	Iteration 5F: 3 clusters Score -1.356889e+07 nChanged 7887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66293 members 
Mstep: Class 2 contains 50300 members 
Entering Unmasked Estep 
Score: -13574791.000000 Penalty: 5786.556641
	Iteration 6F: 3 clusters Score -1.357479e+07 nChanged 8343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66190 members 
Mstep: Class 2 contains 50403 members 
Entering Unmasked Estep 
Score: -13581651.000000 Penalty: 5786.556641
	Iteration 7F: 3 clusters Score -1.358165e+07 nChanged 8326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65280 members 
Mstep: Class 2 contains 51313 members 
Entering Unmasked Estep 
Score: -13588232.000000 Penalty: 5786.556641
	Iteration 8F: 3 clusters Score -1.358823e+07 nChanged 7265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63767 members 
Mstep: Class 2 contains 52826 members 
Entering Unmasked Estep 
Score: -13592908.000000 Penalty: 5786.556641
	Iteration 9F: 3 clusters Score -1.359291e+07 nChanged 5549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61922 members 
Mstep: Class 2 contains 54671 members 
Entering Unmasked Estep 
Score: -13596002.000000 Penalty: 5786.556641
	Iteration 10Q: 3 clusters Score -1.3596e+07 nChanged 4180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59790 members 
Mstep: Class 2 contains 56803 members 
Entering Unmasked Estep 
Score: -13598223.000000 Penalty: 5786.556641
	Iteration 11Q: 3 clusters Score -1.359822e+07 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57507 members 
Mstep: Class 2 contains 59086 members 
Entering Unmasked Estep 
Score: -13599990.000000 Penalty: 5786.556641
	Iteration 12Q: 3 clusters Score -1.359999e+07 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55108 members 
Mstep: Class 2 contains 61485 members 
Entering Unmasked Estep 
Score: -13601564.000000 Penalty: 5786.556641
	Iteration 13Q: 3 clusters Score -1.360156e+07 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52759 members 
Mstep: Class 2 contains 63834 members 
Entering Unmasked Estep 
Score: -13602682.000000 Penalty: 5786.556641
	Iteration 14Q: 3 clusters Score -1.360268e+07 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50671 members 
Mstep: Class 2 contains 65922 members 
Entering Unmasked Estep 
Score: -13603462.000000 Penalty: 5786.556641
	Iteration 15Q: 3 clusters Score -1.360346e+07 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48835 members 
Mstep: Class 2 contains 67758 members 
Entering Unmasked Estep 
Score: -13604055.000000 Penalty: 5786.556641
	Iteration 16Q: 3 clusters Score -1.360406e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47190 members 
Mstep: Class 2 contains 69403 members 
Entering Unmasked Estep 
Score: -13604494.000000 Penalty: 5786.556641
	Iteration 17Q: 3 clusters Score -1.360449e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45724 members 
Mstep: Class 2 contains 70869 members 
Entering Unmasked Estep 
Score: -13604876.000000 Penalty: 5786.556641
	Iteration 18Q: 3 clusters Score -1.360488e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44506 members 
Mstep: Class 2 contains 72087 members 
Entering Unmasked Estep 
Score: -13605220.000000 Penalty: 5786.556641
	Iteration 19Q: 3 clusters Score -1.360522e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43466 members 
Mstep: Class 2 contains 73127 members 
Entering Unmasked Estep 
Score: -13605384.000000 Penalty: 5786.556641
	Iteration 20F: 3 clusters Score -1.360538e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42524 members 
Mstep: Class 2 contains 74069 members 
Entering Unmasked Estep 
Score: -13605577.000000 Penalty: 5786.556641
	Iteration 21Q: 3 clusters Score -1.360558e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41726 members 
Mstep: Class 2 contains 74867 members 
Entering Unmasked Estep 
Score: -13605716.000000 Penalty: 5786.556641
	Iteration 22Q: 3 clusters Score -1.360572e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41031 members 
Mstep: Class 2 contains 75562 members 
Entering Unmasked Estep 
Score: -13605868.000000 Penalty: 5786.556641
	Iteration 23Q: 3 clusters Score -1.360587e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40408 members 
Mstep: Class 2 contains 76185 members 
Entering Unmasked Estep 
Score: -13605869.000000 Penalty: 5786.556641
	Iteration 24Q: 3 clusters Score -1.360587e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39878 members 
Mstep: Class 2 contains 76715 members 
Entering Unmasked Estep 
Score: -13605922.000000 Penalty: 5786.556641
	Iteration 25Q: 3 clusters Score -1.360592e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39421 members 
Mstep: Class 2 contains 77172 members 
Entering Unmasked Estep 
Score: -13605935.000000 Penalty: 5786.556641
	Iteration 26Q: 3 clusters Score -1.360594e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39040 members 
Mstep: Class 2 contains 77553 members 
Entering Unmasked Estep 
Score: -13605986.000000 Penalty: 5786.556641
	Iteration 27Q: 3 clusters Score -1.360599e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38699 members 
Mstep: Class 2 contains 77894 members 
Entering Unmasked Estep 
Score: -13606023.000000 Penalty: 5786.556641
	Iteration 28Q: 3 clusters Score -1.360602e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38418 members 
Mstep: Class 2 contains 78175 members 
Entering Unmasked Estep 
Score: -13606046.000000 Penalty: 5786.556641
	Iteration 29Q: 3 clusters Score -1.360605e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38169 members 
Mstep: Class 2 contains 78424 members 
Entering Unmasked Estep 
Score: -13606034.000000 Penalty: 5786.556641
	Iteration 30Q: 3 clusters Score -1.360603e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37941 members 
Mstep: Class 2 contains 78652 members 
Entering Unmasked Estep 
Score: -13606063.000000 Penalty: 5786.556641
	Iteration 31Q: 3 clusters Score -1.360606e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37722 members 
Mstep: Class 2 contains 78871 members 
Entering Unmasked Estep 
Score: -13606053.000000 Penalty: 5786.556641
	Iteration 32Q: 3 clusters Score -1.360605e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37533 members 
Mstep: Class 2 contains 79060 members 
Entering Unmasked Estep 
Score: -13606028.000000 Penalty: 5786.556641
	Iteration 33Q: 3 clusters Score -1.360603e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37369 members 
Mstep: Class 2 contains 79224 members 
Entering Unmasked Estep 
Score: -13606064.000000 Penalty: 5786.556641
	Iteration 34Q: 3 clusters Score -1.360606e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37226 members 
Mstep: Class 2 contains 79367 members 
Entering Unmasked Estep 
Score: -13606085.000000 Penalty: 5786.556641
	Iteration 35Q: 3 clusters Score -1.360608e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37106 members 
Mstep: Class 2 contains 79487 members 
Entering Unmasked Estep 
Score: -13606081.000000 Penalty: 5786.556641
	Iteration 36Q: 3 clusters Score -1.360608e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36990 members 
Mstep: Class 2 contains 79603 members 
Entering Unmasked Estep 
Score: -13606102.000000 Penalty: 5786.556641
	Iteration 37Q: 3 clusters Score -1.36061e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36889 members 
Mstep: Class 2 contains 79704 members 
Entering Unmasked Estep 
Score: -13606109.000000 Penalty: 5786.556641
	Iteration 38Q: 3 clusters Score -1.360611e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36782 members 
Mstep: Class 2 contains 79811 members 
Entering Unmasked Estep 
Score: -13606097.000000 Penalty: 5786.556641
	Iteration 39Q: 3 clusters Score -1.36061e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36684 members 
Mstep: Class 2 contains 79909 members 
Entering Unmasked Estep 
Score: -13606118.000000 Penalty: 5786.556641
	Iteration 40F: 3 clusters Score -1.360612e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36589 members 
Mstep: Class 2 contains 80004 members 
Entering Unmasked Estep 
Score: -13606150.000000 Penalty: 5786.556641
	Iteration 41Q: 3 clusters Score -1.360615e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36514 members 
Mstep: Class 2 contains 80079 members 
Entering Unmasked Estep 
Score: -13606162.000000 Penalty: 5786.556641
	Iteration 42Q: 3 clusters Score -1.360616e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36460 members 
Mstep: Class 2 contains 80133 members 
Entering Unmasked Estep 
Score: -13606155.000000 Penalty: 5786.556641
	Iteration 43Q: 3 clusters Score -1.360616e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36405 members 
Mstep: Class 2 contains 80188 members 
Entering Unmasked Estep 
Score: -13606152.000000 Penalty: 5786.556641
	Iteration 44Q: 3 clusters Score -1.360615e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36346 members 
Mstep: Class 2 contains 80247 members 
Entering Unmasked Estep 
Score: -13606164.000000 Penalty: 5786.556641
	Iteration 45Q: 3 clusters Score -1.360616e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36287 members 
Mstep: Class 2 contains 80306 members 
Entering Unmasked Estep 
Score: -13606160.000000 Penalty: 5786.556641
	Iteration 46Q: 3 clusters Score -1.360616e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36225 members 
Mstep: Class 2 contains 80368 members 
Entering Unmasked Estep 
Score: -13606160.000000 Penalty: 5786.556641
	Iteration 47Q: 3 clusters Score -1.360616e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36177 members 
Mstep: Class 2 contains 80416 members 
Entering Unmasked Estep 
Score: -13606178.000000 Penalty: 5786.556641
	Iteration 48Q: 3 clusters Score -1.360618e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36129 members 
Mstep: Class 2 contains 80464 members 
Entering Unmasked Estep 
Score: -13606182.000000 Penalty: 5786.556641
	Iteration 49Q: 3 clusters Score -1.360618e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36093 members 
Mstep: Class 2 contains 80500 members 
Entering Unmasked Estep 
Score: -13606183.000000 Penalty: 5786.556641
	Iteration 50Q: 3 clusters Score -1.360618e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36057 members 
Mstep: Class 2 contains 80536 members 
Entering Unmasked Estep 
Score: -13606175.000000 Penalty: 5786.556641
	Iteration 51Q: 3 clusters Score -1.360618e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36035 members 
Mstep: Class 2 contains 80558 members 
Entering Unmasked Estep 
Score: -13606163.000000 Penalty: 5786.556641
	Iteration 52Q: 3 clusters Score -1.360616e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36019 members 
Mstep: Class 2 contains 80574 members 
Entering Unmasked Estep 
Score: -13606157.000000 Penalty: 5786.556641
	Iteration 53Q: 3 clusters Score -1.360616e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36002 members 
Mstep: Class 2 contains 80591 members 
Entering Unmasked Estep 
Score: -13606147.000000 Penalty: 5786.556641
	Iteration 54Q: 3 clusters Score -1.360615e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35987 members 
Mstep: Class 2 contains 80606 members 
Entering Unmasked Estep 
Score: -13606151.000000 Penalty: 5786.556641
	Iteration 55Q: 3 clusters Score -1.360615e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35966 members 
Mstep: Class 2 contains 80627 members 
Entering Unmasked Estep 
Score: -13606150.000000 Penalty: 5786.556641
	Iteration 56Q: 3 clusters Score -1.360615e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35943 members 
Mstep: Class 2 contains 80650 members 
Entering Unmasked Estep 
Score: -13606144.000000 Penalty: 5786.556641
	Iteration 57Q: 3 clusters Score -1.360614e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35927 members 
Mstep: Class 2 contains 80666 members 
Entering Unmasked Estep 
Score: -13606135.000000 Penalty: 5786.556641
	Iteration 58Q: 3 clusters Score -1.360614e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35913 members 
Mstep: Class 2 contains 80680 members 
Entering Unmasked Estep 
Score: -13606149.000000 Penalty: 5786.556641
	Iteration 59Q: 3 clusters Score -1.360615e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35892 members 
Mstep: Class 2 contains 80701 members 
Entering Unmasked Estep 
Score: -13606141.000000 Penalty: 5786.556641
	Iteration 60F: 3 clusters Score -1.360614e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35872 members 
Mstep: Class 2 contains 80721 members 
Entering Unmasked Estep 
Score: -13606156.000000 Penalty: 5786.556641
	Iteration 61Q: 3 clusters Score -1.360616e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35854 members 
Mstep: Class 2 contains 80739 members 
Entering Unmasked Estep 
Score: -13606146.000000 Penalty: 5786.556641
	Iteration 62Q: 3 clusters Score -1.360615e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35841 members 
Mstep: Class 2 contains 80752 members 
Entering Unmasked Estep 
Score: -13606139.000000 Penalty: 5786.556641
	Iteration 63Q: 3 clusters Score -1.360614e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35829 members 
Mstep: Class 2 contains 80764 members 
Entering Unmasked Estep 
Score: -13606137.000000 Penalty: 5786.556641
	Iteration 64Q: 3 clusters Score -1.360614e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35818 members 
Mstep: Class 2 contains 80775 members 
Entering Unmasked Estep 
Score: -13606141.000000 Penalty: 5786.556641
	Iteration 65Q: 3 clusters Score -1.360614e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35807 members 
Mstep: Class 2 contains 80786 members 
Entering Unmasked Estep 
Score: -13606153.000000 Penalty: 5786.556641
	Iteration 66Q: 3 clusters Score -1.360615e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35798 members 
Mstep: Class 2 contains 80795 members 
Entering Unmasked Estep 
Score: -13606153.000000 Penalty: 5786.556641
	Iteration 67Q: 3 clusters Score -1.360615e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35789 members 
Mstep: Class 2 contains 80804 members 
Entering Unmasked Estep 
Score: -13606158.000000 Penalty: 5786.556641
	Iteration 68Q: 3 clusters Score -1.360616e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35781 members 
Mstep: Class 2 contains 80812 members 
Entering Unmasked Estep 
Score: -13606163.000000 Penalty: 5786.556641
	Iteration 69Q: 3 clusters Score -1.360616e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35778 members 
Mstep: Class 2 contains 80815 members 
Entering Unmasked Estep 
Score: -13606170.000000 Penalty: 5786.556641
	Iteration 70Q: 3 clusters Score -1.360617e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35774 members 
Mstep: Class 2 contains 80819 members 
Entering Unmasked Estep 
Score: -13606166.000000 Penalty: 5786.556641
	Iteration 71Q: 3 clusters Score -1.360617e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35769 members 
Mstep: Class 2 contains 80824 members 
Entering Unmasked Estep 
Score: -13606167.000000 Penalty: 5786.556641
	Iteration 72Q: 3 clusters Score -1.360617e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35765 members 
Mstep: Class 2 contains 80828 members 
Entering Unmasked Estep 
Score: -13606153.000000 Penalty: 5786.556641
	Iteration 73Q: 3 clusters Score -1.360615e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35762 members 
Mstep: Class 2 contains 80831 members 
Entering Unmasked Estep 
Score: -13606154.000000 Penalty: 5786.556641
	Iteration 74Q: 3 clusters Score -1.360615e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35758 members 
Mstep: Class 2 contains 80835 members 
Entering Unmasked Estep 
Score: -13606159.000000 Penalty: 5786.556641
	Iteration 75Q: 3 clusters Score -1.360616e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35755 members 
Mstep: Class 2 contains 80838 members 
Entering Unmasked Estep 
Score: -13606153.000000 Penalty: 5786.556641
	Iteration 76Q: 3 clusters Score -1.360615e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35749 members 
Mstep: Class 2 contains 80844 members 
Entering Unmasked Estep 
Score: -13606160.000000 Penalty: 5786.556641
	Iteration 77Q: 3 clusters Score -1.360616e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35745 members 
Mstep: Class 2 contains 80848 members 
Entering Unmasked Estep 
Score: -13606159.000000 Penalty: 5786.556641
	Iteration 78Q: 3 clusters Score -1.360616e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35742 members 
Mstep: Class 2 contains 80851 members 
Entering Unmasked Estep 
Score: -13606153.000000 Penalty: 5786.556641
	Iteration 79Q: 3 clusters Score -1.360615e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35739 members 
Mstep: Class 2 contains 80854 members 
Entering Unmasked Estep 
Score: -13606151.000000 Penalty: 5786.556641
	Iteration 80F: 3 clusters Score -1.360615e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35738 members 
Mstep: Class 2 contains 80855 members 
Entering Unmasked Estep 
Score: -13606152.000000 Penalty: 5786.556641
	Iteration 81Q: 3 clusters Score -1.360615e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35736 members 
Mstep: Class 2 contains 80857 members 
Entering Unmasked Estep 
Score: -13606148.000000 Penalty: 5786.556641
	Iteration 82Q: 3 clusters Score -1.360615e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35732 members 
Mstep: Class 2 contains 80861 members 
Entering Unmasked Estep 
Score: -13606143.000000 Penalty: 5786.556641
	Iteration 83Q: 3 clusters Score -1.360614e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35726 members 
Mstep: Class 2 contains 80867 members 
Entering Unmasked Estep 
Score: -13606143.000000 Penalty: 5786.556641
	Iteration 84Q: 3 clusters Score -1.360614e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35719 members 
Mstep: Class 2 contains 80874 members 
Entering Unmasked Estep 
Score: -13606148.000000 Penalty: 5786.556641
	Iteration 85Q: 3 clusters Score -1.360615e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35713 members 
Mstep: Class 2 contains 80880 members 
Entering Unmasked Estep 
Score: -13606147.000000 Penalty: 5786.556641
	Iteration 86Q: 3 clusters Score -1.360615e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35709 members 
Mstep: Class 2 contains 80884 members 
Entering Unmasked Estep 
Score: -13606145.000000 Penalty: 5786.556641
	Iteration 87Q: 3 clusters Score -1.360614e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35703 members 
Mstep: Class 2 contains 80890 members 
Entering Unmasked Estep 
Score: -13606154.000000 Penalty: 5786.556641
	Iteration 88Q: 3 clusters Score -1.360615e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35696 members 
Mstep: Class 2 contains 80897 members 
Entering Unmasked Estep 
Score: -13606139.000000 Penalty: 5786.556641
	Iteration 89Q: 3 clusters Score -1.360614e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35691 members 
Mstep: Class 2 contains 80902 members 
Entering Unmasked Estep 
Score: -13606135.000000 Penalty: 5786.556641
	Iteration 90Q: 3 clusters Score -1.360614e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35690 members 
Mstep: Class 2 contains 80903 members 
Entering Unmasked Estep 
Score: -13606137.000000 Penalty: 5786.556641
	Iteration 91Q: 3 clusters Score -1.360614e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35689 members 
Mstep: Class 2 contains 80904 members 
Entering Unmasked Estep 
Score: -13606130.000000 Penalty: 5786.556641
	Iteration 92Q: 3 clusters Score -1.360613e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35689 members 
Mstep: Class 2 contains 80904 members 
Entering Unmasked Estep 
Score: -13606130.000000 Penalty: 5786.556641
	Iteration 93F: 3 clusters Score -1.360613e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 35689 members 
Mstep: Class 3 contains 2546 members 
Mstep: Class 4 contains 215077 members 
Mstep: Class 5 contains 15234 members 
Mstep: Class 6 contains 33447 members 
Mstep: Class 7 contains 1315 members 
Mstep: Class 8 contains 68349 members 
Mstep: Class 9 contains 43606 members 
Mstep: Class 10 contains 237160 members 
Mstep: Class 11 contains 18333 members 
Mstep: Class 12 contains 1151 members 
Mstep: Class 13 contains 1799 members 
Mstep: Class 14 contains 121122 members 
Mstep: Class 15 contains 35330 members 
Mstep: Class 16 contains 5664 members 
Mstep: Class 17 contains 12934 members 
Mstep: Class 18 contains 14843 members 
Mstep: Class 19 contains 226575 members 
Mstep: Class 20 contains 26509 members 
Mstep: Class 21 contains 4976 members 
Mstep: Class 22 contains 17014 members 
Mstep: Class 23 contains 84968 members 
Mstep: Class 24 contains 8971 members 
Mstep: Class 25 contains 1108 members 
Mstep: Class 26 contains 4863 members 
Mstep: Class 27 contains 10120 members 
Mstep: Class 28 contains 4505 members 
Mstep: Class 29 contains 19842 members 
Mstep: Class 30 contains 3403 members 
Mstep: Class 31 contains 80904 members 
Entering Unmasked Estep 
Score: -155643936.000000 Penalty: 108578.992188
Splitting cluster 2 changes total score from -155641248.000000 to -155643936.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 3 (2546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Entering Unmasked Estep 
Score: -248490.187500 Penalty: 1944.885132
	Iteration 0F: 2 clusters Score -248490.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -245559.203125 Penalty: 3889.770264
	Iteration 0F: 3 clusters Score -245559.2 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -246334.203125 Penalty: 3889.770264
	Iteration 1F: 3 clusters Score -246334.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -246635.078125 Penalty: 3889.770264
	Iteration 2F: 3 clusters Score -246635.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -246897.265625 Penalty: 3889.770264
	Iteration 3F: 3 clusters Score -246897.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -247164.296875 Penalty: 3889.770264
	Iteration 4F: 3 clusters Score -247164.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -247493.000000 Penalty: 3889.770264
	Iteration 5F: 3 clusters Score -247493 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -247776.453125 Penalty: 3889.770264
	Iteration 6F: 3 clusters Score -247776.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -247971.171875 Penalty: 3889.770264
	Iteration 7Q: 3 clusters Score -247971.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -248130.671875 Penalty: 3889.770264
	Iteration 8Q: 3 clusters Score -248130.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -248208.390625 Penalty: 3889.770264
	Iteration 9Q: 3 clusters Score -248208.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -248246.906250 Penalty: 3889.770264
	Iteration 10Q: 3 clusters Score -248246.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -248264.734375 Penalty: 3889.770264
	Iteration 11Q: 3 clusters Score -248264.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -248273.250000 Penalty: 3889.770264
	Iteration 12Q: 3 clusters Score -248273.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -248285.562500 Penalty: 3889.770264
	Iteration 13Q: 3 clusters Score -248285.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -248293.734375 Penalty: 3889.770264
	Iteration 14Q: 3 clusters Score -248293.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -248299.281250 Penalty: 3889.770264
	Iteration 15Q: 3 clusters Score -248299.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -248306.921875 Penalty: 3889.770264
	Iteration 16Q: 3 clusters Score -248306.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -248309.453125 Penalty: 3889.770264
	Iteration 17Q: 3 clusters Score -248309.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -248312.187500 Penalty: 3889.770264
	Iteration 18Q: 3 clusters Score -248312.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -248316.312500 Penalty: 3889.770264
	Iteration 19Q: 3 clusters Score -248316.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -248320.265625 Penalty: 3889.770264
	Iteration 20F: 3 clusters Score -248320.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -248322.296875 Penalty: 3889.770264
	Iteration 21Q: 3 clusters Score -248322.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -248322.093750 Penalty: 3889.770264
	Iteration 22Q: 3 clusters Score -248322.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -248322.093750 Penalty: 3889.770264
	Iteration 23F: 3 clusters Score -248322.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (215077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215077 members 
Entering Unmasked Estep 
Score: -25964868.000000 Penalty: 3045.130371
	Iteration 0F: 2 clusters Score -2.596487e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107659 members 
Mstep: Class 2 contains 107418 members 
Entering Unmasked Estep 
Score: -25833796.000000 Penalty: 6090.260742
	Iteration 0F: 3 clusters Score -2.58338e+07 nChanged 103455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107480 members 
Mstep: Class 2 contains 107597 members 
Entering Unmasked Estep 
Score: -25895548.000000 Penalty: 6090.260742
	Iteration 1F: 3 clusters Score -2.589555e+07 nChanged 6057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107267 members 
Mstep: Class 2 contains 107810 members 
Entering Unmasked Estep 
Score: -25896874.000000 Penalty: 6090.260742
	Iteration 2Q: 3 clusters Score -2.589687e+07 nChanged 6603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106840 members 
Mstep: Class 2 contains 108237 members 
Entering Unmasked Estep 
Score: -25898780.000000 Penalty: 6090.260742
	Iteration 3Q: 3 clusters Score -2.589878e+07 nChanged 7572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106442 members 
Mstep: Class 2 contains 108635 members 
Entering Unmasked Estep 
Score: -25901176.000000 Penalty: 6090.260742
	Iteration 4Q: 3 clusters Score -2.590118e+07 nChanged 8494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106138 members 
Mstep: Class 2 contains 108939 members 
Entering Unmasked Estep 
Score: -25904170.000000 Penalty: 6090.260742
	Iteration 5Q: 3 clusters Score -2.590417e+07 nChanged 9264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106224 members 
Mstep: Class 2 contains 108853 members 
Entering Unmasked Estep 
Score: -25907652.000000 Penalty: 6090.260742
	Iteration 6Q: 3 clusters Score -2.590765e+07 nChanged 9492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106848 members 
Mstep: Class 2 contains 108229 members 
Entering Unmasked Estep 
Score: -25911276.000000 Penalty: 6090.260742
	Iteration 7Q: 3 clusters Score -2.591128e+07 nChanged 9619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108223 members 
Mstep: Class 2 contains 106854 members 
Entering Unmasked Estep 
Score: -25915000.000000 Penalty: 6090.260742
	Iteration 8Q: 3 clusters Score -2.5915e+07 nChanged 9511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110286 members 
Mstep: Class 2 contains 104791 members 
Entering Unmasked Estep 
Score: -25918318.000000 Penalty: 6090.260742
	Iteration 9Q: 3 clusters Score -2.591832e+07 nChanged 8906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113132 members 
Mstep: Class 2 contains 101945 members 
Entering Unmasked Estep 
Score: -25921900.000000 Penalty: 6090.260742
	Iteration 10Q: 3 clusters Score -2.59219e+07 nChanged 8429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117047 members 
Mstep: Class 2 contains 98030 members 
Entering Unmasked Estep 
Score: -25924984.000000 Penalty: 6090.260742
	Iteration 11Q: 3 clusters Score -2.592498e+07 nChanged 8331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122170 members 
Mstep: Class 2 contains 92907 members 
Entering Unmasked Estep 
Score: -25928382.000000 Penalty: 6090.260742
	Iteration 12Q: 3 clusters Score -2.592838e+07 nChanged 8648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128346 members 
Mstep: Class 2 contains 86731 members 
Entering Unmasked Estep 
Score: -25932540.000000 Penalty: 6090.260742
	Iteration 13Q: 3 clusters Score -2.593254e+07 nChanged 9363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135351 members 
Mstep: Class 2 contains 79726 members 
Entering Unmasked Estep 
Score: -25937658.000000 Penalty: 6090.260742
	Iteration 14Q: 3 clusters Score -2.593766e+07 nChanged 9604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142571 members 
Mstep: Class 2 contains 72506 members 
Entering Unmasked Estep 
Score: -25943226.000000 Penalty: 6090.260742
	Iteration 15Q: 3 clusters Score -2.594323e+07 nChanged 9068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149511 members 
Mstep: Class 2 contains 65566 members 
Entering Unmasked Estep 
Score: -25947834.000000 Penalty: 6090.260742
	Iteration 16Q: 3 clusters Score -2.594783e+07 nChanged 7866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155671 members 
Mstep: Class 2 contains 59406 members 
Entering Unmasked Estep 
Score: -25951460.000000 Penalty: 6090.260742
	Iteration 17Q: 3 clusters Score -2.595146e+07 nChanged 6410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161003 members 
Mstep: Class 2 contains 54074 members 
Entering Unmasked Estep 
Score: -25954148.000000 Penalty: 6090.260742
	Iteration 18Q: 3 clusters Score -2.595415e+07 nChanged 5248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165653 members 
Mstep: Class 2 contains 49424 members 
Entering Unmasked Estep 
Score: -25956108.000000 Penalty: 6090.260742
	Iteration 19Q: 3 clusters Score -2.595611e+07 nChanged 4463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169772 members 
Mstep: Class 2 contains 45305 members 
Entering Unmasked Estep 
Score: -25957492.000000 Penalty: 6090.260742
	Iteration 20F: 3 clusters Score -2.595749e+07 nChanged 3871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173301 members 
Mstep: Class 2 contains 41776 members 
Entering Unmasked Estep 
Score: -25958594.000000 Penalty: 6090.260742
	Iteration 21Q: 3 clusters Score -2.595859e+07 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176294 members 
Mstep: Class 2 contains 38783 members 
Entering Unmasked Estep 
Score: -25959254.000000 Penalty: 6090.260742
	Iteration 22Q: 3 clusters Score -2.595925e+07 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178812 members 
Mstep: Class 2 contains 36265 members 
Entering Unmasked Estep 
Score: -25959824.000000 Penalty: 6090.260742
	Iteration 23Q: 3 clusters Score -2.595982e+07 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181113 members 
Mstep: Class 2 contains 33964 members 
Entering Unmasked Estep 
Score: -25960358.000000 Penalty: 6090.260742
	Iteration 24Q: 3 clusters Score -2.596036e+07 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183220 members 
Mstep: Class 2 contains 31857 members 
Entering Unmasked Estep 
Score: -25960536.000000 Penalty: 6090.260742
	Iteration 25Q: 3 clusters Score -2.596054e+07 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185173 members 
Mstep: Class 2 contains 29904 members 
Entering Unmasked Estep 
Score: -25960804.000000 Penalty: 6090.260742
	Iteration 26Q: 3 clusters Score -2.59608e+07 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186928 members 
Mstep: Class 2 contains 28149 members 
Entering Unmasked Estep 
Score: -25961062.000000 Penalty: 6090.260742
	Iteration 27Q: 3 clusters Score -2.596106e+07 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188563 members 
Mstep: Class 2 contains 26514 members 
Entering Unmasked Estep 
Score: -25961356.000000 Penalty: 6090.260742
	Iteration 28Q: 3 clusters Score -2.596136e+07 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190140 members 
Mstep: Class 2 contains 24937 members 
Entering Unmasked Estep 
Score: -25961438.000000 Penalty: 6090.260742
	Iteration 29Q: 3 clusters Score -2.596144e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191619 members 
Mstep: Class 2 contains 23458 members 
Entering Unmasked Estep 
Score: -25961728.000000 Penalty: 6090.260742
	Iteration 30Q: 3 clusters Score -2.596173e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192988 members 
Mstep: Class 2 contains 22089 members 
Entering Unmasked Estep 
Score: -25961888.000000 Penalty: 6090.260742
	Iteration 31Q: 3 clusters Score -2.596189e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194269 members 
Mstep: Class 2 contains 20808 members 
Entering Unmasked Estep 
Score: -25962080.000000 Penalty: 6090.260742
	Iteration 32Q: 3 clusters Score -2.596208e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195443 members 
Mstep: Class 2 contains 19634 members 
Entering Unmasked Estep 
Score: -25962344.000000 Penalty: 6090.260742
	Iteration 33Q: 3 clusters Score -2.596234e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196629 members 
Mstep: Class 2 contains 18448 members 
Entering Unmasked Estep 
Score: -25962504.000000 Penalty: 6090.260742
	Iteration 34Q: 3 clusters Score -2.59625e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197703 members 
Mstep: Class 2 contains 17374 members 
Entering Unmasked Estep 
Score: -25962756.000000 Penalty: 6090.260742
	Iteration 35Q: 3 clusters Score -2.596276e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198702 members 
Mstep: Class 2 contains 16375 members 
Entering Unmasked Estep 
Score: -25962988.000000 Penalty: 6090.260742
	Iteration 36Q: 3 clusters Score -2.596299e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199625 members 
Mstep: Class 2 contains 15452 members 
Entering Unmasked Estep 
Score: -25963196.000000 Penalty: 6090.260742
	Iteration 37Q: 3 clusters Score -2.59632e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200477 members 
Mstep: Class 2 contains 14600 members 
Entering Unmasked Estep 
Score: -25963238.000000 Penalty: 6090.260742
	Iteration 38Q: 3 clusters Score -2.596324e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201262 members 
Mstep: Class 2 contains 13815 members 
Entering Unmasked Estep 
Score: -25963326.000000 Penalty: 6090.260742
	Iteration 39Q: 3 clusters Score -2.596333e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201994 members 
Mstep: Class 2 contains 13083 members 
Entering Unmasked Estep 
Score: -25963362.000000 Penalty: 6090.260742
	Iteration 40F: 3 clusters Score -2.596336e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202691 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -25963426.000000 Penalty: 6090.260742
	Iteration 41Q: 3 clusters Score -2.596343e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203355 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -25963548.000000 Penalty: 6090.260742
	Iteration 42Q: 3 clusters Score -2.596355e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203971 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -25963652.000000 Penalty: 6090.260742
	Iteration 43Q: 3 clusters Score -2.596365e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204532 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -25963720.000000 Penalty: 6090.260742
	Iteration 44Q: 3 clusters Score -2.596372e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205035 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -25963810.000000 Penalty: 6090.260742
	Iteration 45Q: 3 clusters Score -2.596381e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205458 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -25963856.000000 Penalty: 6090.260742
	Iteration 46Q: 3 clusters Score -2.596386e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205837 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -25963934.000000 Penalty: 6090.260742
	Iteration 47Q: 3 clusters Score -2.596393e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206182 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -25964062.000000 Penalty: 6090.260742
	Iteration 48Q: 3 clusters Score -2.596406e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206516 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -25964030.000000 Penalty: 6090.260742
	Iteration 49Q: 3 clusters Score -2.596403e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206803 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -25964050.000000 Penalty: 6090.260742
	Iteration 50Q: 3 clusters Score -2.596405e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207050 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -25964090.000000 Penalty: 6090.260742
	Iteration 51Q: 3 clusters Score -2.596409e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207295 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -25964160.000000 Penalty: 6090.260742
	Iteration 52Q: 3 clusters Score -2.596416e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207530 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -25964176.000000 Penalty: 6090.260742
	Iteration 53Q: 3 clusters Score -2.596418e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207720 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -25964150.000000 Penalty: 6090.260742
	Iteration 54Q: 3 clusters Score -2.596415e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207888 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -25964132.000000 Penalty: 6090.260742
	Iteration 55Q: 3 clusters Score -2.596413e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208046 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -25964244.000000 Penalty: 6090.260742
	Iteration 56Q: 3 clusters Score -2.596424e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208180 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -25964216.000000 Penalty: 6090.260742
	Iteration 57Q: 3 clusters Score -2.596422e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208306 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -25964222.000000 Penalty: 6090.260742
	Iteration 58Q: 3 clusters Score -2.596422e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208400 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -25964162.000000 Penalty: 6090.260742
	Iteration 59Q: 3 clusters Score -2.596416e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208475 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -25964172.000000 Penalty: 6090.260742
	Iteration 60F: 3 clusters Score -2.596417e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208536 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -25964192.000000 Penalty: 6090.260742
	Iteration 61Q: 3 clusters Score -2.596419e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208595 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -25964224.000000 Penalty: 6090.260742
	Iteration 62Q: 3 clusters Score -2.596422e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208656 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -25964246.000000 Penalty: 6090.260742
	Iteration 63Q: 3 clusters Score -2.596425e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208718 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -25964232.000000 Penalty: 6090.260742
	Iteration 64Q: 3 clusters Score -2.596423e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208785 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -25964278.000000 Penalty: 6090.260742
	Iteration 65Q: 3 clusters Score -2.596428e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208838 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -25964230.000000 Penalty: 6090.260742
	Iteration 66Q: 3 clusters Score -2.596423e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208889 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -25964248.000000 Penalty: 6090.260742
	Iteration 67Q: 3 clusters Score -2.596425e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208941 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -25964242.000000 Penalty: 6090.260742
	Iteration 68Q: 3 clusters Score -2.596424e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208983 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -25964232.000000 Penalty: 6090.260742
	Iteration 69Q: 3 clusters Score -2.596423e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209020 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -25964238.000000 Penalty: 6090.260742
	Iteration 70Q: 3 clusters Score -2.596424e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209056 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -25964224.000000 Penalty: 6090.260742
	Iteration 71Q: 3 clusters Score -2.596422e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209083 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -25964212.000000 Penalty: 6090.260742
	Iteration 72Q: 3 clusters Score -2.596421e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209114 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -25964216.000000 Penalty: 6090.260742
	Iteration 73Q: 3 clusters Score -2.596422e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209143 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -25964216.000000 Penalty: 6090.260742
	Iteration 74Q: 3 clusters Score -2.596422e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209164 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -25964230.000000 Penalty: 6090.260742
	Iteration 75Q: 3 clusters Score -2.596423e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209179 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -25964228.000000 Penalty: 6090.260742
	Iteration 76Q: 3 clusters Score -2.596423e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209193 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -25964240.000000 Penalty: 6090.260742
	Iteration 77Q: 3 clusters Score -2.596424e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209206 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -25964250.000000 Penalty: 6090.260742
	Iteration 78Q: 3 clusters Score -2.596425e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209218 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -25964258.000000 Penalty: 6090.260742
	Iteration 79Q: 3 clusters Score -2.596426e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209229 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -25964242.000000 Penalty: 6090.260742
	Iteration 80F: 3 clusters Score -2.596424e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209241 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -25964264.000000 Penalty: 6090.260742
	Iteration 81Q: 3 clusters Score -2.596426e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209256 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -25964254.000000 Penalty: 6090.260742
	Iteration 82Q: 3 clusters Score -2.596425e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209269 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -25964218.000000 Penalty: 6090.260742
	Iteration 83Q: 3 clusters Score -2.596422e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209284 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -25964204.000000 Penalty: 6090.260742
	Iteration 84Q: 3 clusters Score -2.59642e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209296 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -25964206.000000 Penalty: 6090.260742
	Iteration 85Q: 3 clusters Score -2.596421e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209303 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -25964210.000000 Penalty: 6090.260742
	Iteration 86Q: 3 clusters Score -2.596421e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209312 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -25964224.000000 Penalty: 6090.260742
	Iteration 87Q: 3 clusters Score -2.596422e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209322 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -25964228.000000 Penalty: 6090.260742
	Iteration 88Q: 3 clusters Score -2.596423e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209325 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -25964240.000000 Penalty: 6090.260742
	Iteration 89Q: 3 clusters Score -2.596424e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209328 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -25964228.000000 Penalty: 6090.260742
	Iteration 90Q: 3 clusters Score -2.596423e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209330 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -25964212.000000 Penalty: 6090.260742
	Iteration 91Q: 3 clusters Score -2.596421e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209335 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -25964220.000000 Penalty: 6090.260742
	Iteration 92Q: 3 clusters Score -2.596422e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209339 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -25964228.000000 Penalty: 6090.260742
	Iteration 93Q: 3 clusters Score -2.596423e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209340 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -25964232.000000 Penalty: 6090.260742
	Iteration 94Q: 3 clusters Score -2.596423e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209341 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -25964238.000000 Penalty: 6090.260742
	Iteration 95Q: 3 clusters Score -2.596424e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209342 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -25964238.000000 Penalty: 6090.260742
	Iteration 96Q: 3 clusters Score -2.596424e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209344 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -25964248.000000 Penalty: 6090.260742
	Iteration 97Q: 3 clusters Score -2.596425e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209347 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -25964234.000000 Penalty: 6090.260742
	Iteration 98Q: 3 clusters Score -2.596423e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209350 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -25964234.000000 Penalty: 6090.260742
	Iteration 99Q: 3 clusters Score -2.596423e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209354 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -25964240.000000 Penalty: 6090.260742
	Iteration 100F: 3 clusters Score -2.596424e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209358 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -25964236.000000 Penalty: 6090.260742
	Iteration 101Q: 3 clusters Score -2.596424e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209360 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -25964226.000000 Penalty: 6090.260742
	Iteration 102Q: 3 clusters Score -2.596423e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209361 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -25964218.000000 Penalty: 6090.260742
	Iteration 103Q: 3 clusters Score -2.596422e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209361 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -25964218.000000 Penalty: 6090.260742
	Iteration 104F: 3 clusters Score -2.596422e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (15234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15234 members 
Entering Unmasked Estep 
Score: -1734632.250000 Penalty: 2388.558594
	Iteration 0F: 2 clusters Score -1734632 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -1723692.750000 Penalty: 4777.117188
	Iteration 0F: 3 clusters Score -1723693 nChanged 6623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -1727425.125000 Penalty: 4777.117188
	Iteration 1F: 3 clusters Score -1727425 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -1728053.125000 Penalty: 4777.117188
	Iteration 2F: 3 clusters Score -1728053 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -1728735.875000 Penalty: 4777.117188
	Iteration 3F: 3 clusters Score -1728736 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -1729430.125000 Penalty: 4777.117188
	Iteration 4F: 3 clusters Score -1729430 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -1730062.000000 Penalty: 4777.117188
	Iteration 5F: 3 clusters Score -1730062 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -1730683.375000 Penalty: 4777.117188
	Iteration 6F: 3 clusters Score -1730683 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -1731200.000000 Penalty: 4777.117188
	Iteration 7F: 3 clusters Score -1731200 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -1731625.750000 Penalty: 4777.117188
	Iteration 8Q: 3 clusters Score -1731626 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -1731950.125000 Penalty: 4777.117188
	Iteration 9Q: 3 clusters Score -1731950 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -1732205.875000 Penalty: 4777.117188
	Iteration 10Q: 3 clusters Score -1732206 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
Score: -1732456.250000 Penalty: 4777.117188
	Iteration 11Q: 3 clusters Score -1732456 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
Score: -1732686.625000 Penalty: 4777.117188
	Iteration 12Q: 3 clusters Score -1732687 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
Score: -1732897.375000 Penalty: 4777.117188
	Iteration 13Q: 3 clusters Score -1732897 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 12188 members 
Entering Unmasked Estep 
Score: -1733102.750000 Penalty: 4777.117188
	Iteration 14Q: 3 clusters Score -1733103 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 12483 members 
Entering Unmasked Estep 
Score: -1733283.000000 Penalty: 4777.117188
	Iteration 15Q: 3 clusters Score -1733283 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 12740 members 
Entering Unmasked Estep 
Score: -1733434.375000 Penalty: 4777.117188
	Iteration 16Q: 3 clusters Score -1733434 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 12958 members 
Entering Unmasked Estep 
Score: -1733544.750000 Penalty: 4777.117188
	Iteration 17Q: 3 clusters Score -1733545 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 13130 members 
Entering Unmasked Estep 
Score: -1733626.750000 Penalty: 4777.117188
	Iteration 18Q: 3 clusters Score -1733627 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 13258 members 
Entering Unmasked Estep 
Score: -1733690.750000 Penalty: 4777.117188
	Iteration 19Q: 3 clusters Score -1733691 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 13375 members 
Entering Unmasked Estep 
Score: -1733735.250000 Penalty: 4777.117188
	Iteration 20F: 3 clusters Score -1733735 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 13466 members 
Entering Unmasked Estep 
Score: -1733771.375000 Penalty: 4777.117188
	Iteration 21Q: 3 clusters Score -1733771 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 13539 members 
Entering Unmasked Estep 
Score: -1733791.250000 Penalty: 4777.117188
	Iteration 22Q: 3 clusters Score -1733791 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 13603 members 
Entering Unmasked Estep 
Score: -1733811.375000 Penalty: 4777.117188
	Iteration 23Q: 3 clusters Score -1733811 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
Score: -1733829.375000 Penalty: 4777.117188
	Iteration 24Q: 3 clusters Score -1733829 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 13683 members 
Entering Unmasked Estep 
Score: -1733836.625000 Penalty: 4777.117188
	Iteration 25Q: 3 clusters Score -1733837 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 13707 members 
Entering Unmasked Estep 
Score: -1733843.750000 Penalty: 4777.117188
	Iteration 26Q: 3 clusters Score -1733844 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 13724 members 
Entering Unmasked Estep 
Score: -1733848.250000 Penalty: 4777.117188
	Iteration 27Q: 3 clusters Score -1733848 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 13740 members 
Entering Unmasked Estep 
Score: -1733852.625000 Penalty: 4777.117188
	Iteration 28Q: 3 clusters Score -1733853 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 13752 members 
Entering Unmasked Estep 
Score: -1733856.000000 Penalty: 4777.117188
	Iteration 29Q: 3 clusters Score -1733856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 13759 members 
Entering Unmasked Estep 
Score: -1733855.750000 Penalty: 4777.117188
	Iteration 30Q: 3 clusters Score -1733856 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 13764 members 
Entering Unmasked Estep 
Score: -1733858.500000 Penalty: 4777.117188
	Iteration 31Q: 3 clusters Score -1733858 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 13772 members 
Entering Unmasked Estep 
Score: -1733859.875000 Penalty: 4777.117188
	Iteration 32Q: 3 clusters Score -1733860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 13777 members 
Entering Unmasked Estep 
Score: -1733865.000000 Penalty: 4777.117188
	Iteration 33Q: 3 clusters Score -1733865 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 13784 members 
Entering Unmasked Estep 
Score: -1733869.625000 Penalty: 4777.117188
	Iteration 34Q: 3 clusters Score -1733870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 13787 members 
Entering Unmasked Estep 
Score: -1733870.000000 Penalty: 4777.117188
	Iteration 35Q: 3 clusters Score -1733870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 13788 members 
Entering Unmasked Estep 
Score: -1733870.125000 Penalty: 4777.117188
	Iteration 36Q: 3 clusters Score -1733870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 13791 members 
Entering Unmasked Estep 
Score: -1733866.875000 Penalty: 4777.117188
	Iteration 37Q: 3 clusters Score -1733867 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 13792 members 
Entering Unmasked Estep 
Score: -1733870.500000 Penalty: 4777.117188
	Iteration 38Q: 3 clusters Score -1733870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 13793 members 
Entering Unmasked Estep 
Score: -1733871.875000 Penalty: 4777.117188
	Iteration 39Q: 3 clusters Score -1733872 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 13793 members 
Entering Unmasked Estep 
Score: -1733871.875000 Penalty: 4777.117188
	Iteration 40F: 3 clusters Score -1733872 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (33447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33447 members 
Entering Unmasked Estep 
Score: -3813955.250000 Penalty: 2583.593750
	Iteration 0F: 2 clusters Score -3813955 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16620 members 
Mstep: Class 2 contains 16827 members 
Entering Unmasked Estep 
Score: -3791233.500000 Penalty: 5167.187500
	Iteration 0F: 3 clusters Score -3791234 nChanged 15173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16033 members 
Mstep: Class 2 contains 17414 members 
Entering Unmasked Estep 
Score: -3799582.000000 Penalty: 5167.187500
	Iteration 1F: 3 clusters Score -3799582 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15603 members 
Mstep: Class 2 contains 17844 members 
Entering Unmasked Estep 
Score: -3800307.500000 Penalty: 5167.187500
	Iteration 2F: 3 clusters Score -3800308 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14941 members 
Mstep: Class 2 contains 18506 members 
Entering Unmasked Estep 
Score: -3801297.500000 Penalty: 5167.187500
	Iteration 3F: 3 clusters Score -3801298 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 19492 members 
Entering Unmasked Estep 
Score: -3802612.750000 Penalty: 5167.187500
	Iteration 4F: 3 clusters Score -3802613 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12586 members 
Mstep: Class 2 contains 20861 members 
Entering Unmasked Estep 
Score: -3804077.250000 Penalty: 5167.187500
	Iteration 5F: 3 clusters Score -3804077 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 22499 members 
Entering Unmasked Estep 
Score: -3805728.000000 Penalty: 5167.187500
	Iteration 6F: 3 clusters Score -3805728 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 24137 members 
Entering Unmasked Estep 
Score: -3807487.750000 Penalty: 5167.187500
	Iteration 7F: 3 clusters Score -3807488 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 25624 members 
Entering Unmasked Estep 
Score: -3809315.000000 Penalty: 5167.187500
	Iteration 8F: 3 clusters Score -3809315 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 26706 members 
Entering Unmasked Estep 
Score: -3810947.000000 Penalty: 5167.187500
	Iteration 9Q: 3 clusters Score -3810947 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 27323 members 
Entering Unmasked Estep 
Score: -3811939.500000 Penalty: 5167.187500
	Iteration 10Q: 3 clusters Score -3811940 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 27678 members 
Entering Unmasked Estep 
Score: -3812360.250000 Penalty: 5167.187500
	Iteration 11Q: 3 clusters Score -3812360 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 27925 members 
Entering Unmasked Estep 
Score: -3812576.500000 Penalty: 5167.187500
	Iteration 12Q: 3 clusters Score -3812576 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 28133 members 
Entering Unmasked Estep 
Score: -3812713.750000 Penalty: 5167.187500
	Iteration 13Q: 3 clusters Score -3812714 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 28297 members 
Entering Unmasked Estep 
Score: -3812790.500000 Penalty: 5167.187500
	Iteration 14Q: 3 clusters Score -3812790 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 28446 members 
Entering Unmasked Estep 
Score: -3812836.000000 Penalty: 5167.187500
	Iteration 15Q: 3 clusters Score -3812836 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 28559 members 
Entering Unmasked Estep 
Score: -3812877.500000 Penalty: 5167.187500
	Iteration 16Q: 3 clusters Score -3812878 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 28641 members 
Entering Unmasked Estep 
Score: -3812893.750000 Penalty: 5167.187500
	Iteration 17Q: 3 clusters Score -3812894 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 28733 members 
Entering Unmasked Estep 
Score: -3812928.000000 Penalty: 5167.187500
	Iteration 18Q: 3 clusters Score -3812928 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 28813 members 
Entering Unmasked Estep 
Score: -3812925.500000 Penalty: 5167.187500
	Iteration 19Q: 3 clusters Score -3812926 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 28888 members 
Entering Unmasked Estep 
Score: -3812951.750000 Penalty: 5167.187500
	Iteration 20F: 3 clusters Score -3812952 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 28945 members 
Entering Unmasked Estep 
Score: -3812961.000000 Penalty: 5167.187500
	Iteration 21Q: 3 clusters Score -3812961 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 29017 members 
Entering Unmasked Estep 
Score: -3812978.500000 Penalty: 5167.187500
	Iteration 22Q: 3 clusters Score -3812978 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 29079 members 
Entering Unmasked Estep 
Score: -3812974.250000 Penalty: 5167.187500
	Iteration 23Q: 3 clusters Score -3812974 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 29136 members 
Entering Unmasked Estep 
Score: -3812990.500000 Penalty: 5167.187500
	Iteration 24Q: 3 clusters Score -3812990 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 29187 members 
Entering Unmasked Estep 
Score: -3812993.500000 Penalty: 5167.187500
	Iteration 25Q: 3 clusters Score -3812994 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 29229 members 
Entering Unmasked Estep 
Score: -3813008.500000 Penalty: 5167.187500
	Iteration 26Q: 3 clusters Score -3813008 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 29261 members 
Entering Unmasked Estep 
Score: -3813018.000000 Penalty: 5167.187500
	Iteration 27Q: 3 clusters Score -3813018 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 29284 members 
Entering Unmasked Estep 
Score: -3813015.500000 Penalty: 5167.187500
	Iteration 28Q: 3 clusters Score -3813016 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 29301 members 
Entering Unmasked Estep 
Score: -3813017.750000 Penalty: 5167.187500
	Iteration 29Q: 3 clusters Score -3813018 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 29318 members 
Entering Unmasked Estep 
Score: -3813018.250000 Penalty: 5167.187500
	Iteration 30Q: 3 clusters Score -3813018 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 29329 members 
Entering Unmasked Estep 
Score: -3813023.750000 Penalty: 5167.187500
	Iteration 31Q: 3 clusters Score -3813024 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 29347 members 
Entering Unmasked Estep 
Score: -3813026.000000 Penalty: 5167.187500
	Iteration 32Q: 3 clusters Score -3813026 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 29362 members 
Entering Unmasked Estep 
Score: -3813029.500000 Penalty: 5167.187500
	Iteration 33Q: 3 clusters Score -3813030 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 29374 members 
Entering Unmasked Estep 
Score: -3813031.750000 Penalty: 5167.187500
	Iteration 34Q: 3 clusters Score -3813032 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 29387 members 
Entering Unmasked Estep 
Score: -3813039.000000 Penalty: 5167.187500
	Iteration 35Q: 3 clusters Score -3813039 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 29402 members 
Entering Unmasked Estep 
Score: -3813038.250000 Penalty: 5167.187500
	Iteration 36Q: 3 clusters Score -3813038 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 29415 members 
Entering Unmasked Estep 
Score: -3813038.750000 Penalty: 5167.187500
	Iteration 37Q: 3 clusters Score -3813039 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 29427 members 
Entering Unmasked Estep 
Score: -3813035.750000 Penalty: 5167.187500
	Iteration 38Q: 3 clusters Score -3813036 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 29438 members 
Entering Unmasked Estep 
Score: -3813033.750000 Penalty: 5167.187500
	Iteration 39Q: 3 clusters Score -3813034 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 29450 members 
Entering Unmasked Estep 
Score: -3813035.000000 Penalty: 5167.187500
	Iteration 40F: 3 clusters Score -3813035 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 29457 members 
Entering Unmasked Estep 
Score: -3813036.500000 Penalty: 5167.187500
	Iteration 41Q: 3 clusters Score -3813036 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 29465 members 
Entering Unmasked Estep 
Score: -3813034.750000 Penalty: 5167.187500
	Iteration 42Q: 3 clusters Score -3813035 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 29471 members 
Entering Unmasked Estep 
Score: -3813031.500000 Penalty: 5167.187500
	Iteration 43Q: 3 clusters Score -3813032 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 29477 members 
Entering Unmasked Estep 
Score: -3813029.000000 Penalty: 5167.187500
	Iteration 44Q: 3 clusters Score -3813029 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 29483 members 
Entering Unmasked Estep 
Score: -3813032.750000 Penalty: 5167.187500
	Iteration 45Q: 3 clusters Score -3813033 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 29488 members 
Entering Unmasked Estep 
Score: -3813041.500000 Penalty: 5167.187500
	Iteration 46Q: 3 clusters Score -3813042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 29491 members 
Entering Unmasked Estep 
Score: -3813045.250000 Penalty: 5167.187500
	Iteration 47Q: 3 clusters Score -3813045 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 29494 members 
Entering Unmasked Estep 
Score: -3813044.500000 Penalty: 5167.187500
	Iteration 48Q: 3 clusters Score -3813044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 29496 members 
Entering Unmasked Estep 
Score: -3813044.750000 Penalty: 5167.187500
	Iteration 49Q: 3 clusters Score -3813045 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 29498 members 
Entering Unmasked Estep 
Score: -3813050.250000 Penalty: 5167.187500
	Iteration 50Q: 3 clusters Score -3813050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 29500 members 
Entering Unmasked Estep 
Score: -3813050.000000 Penalty: 5167.187500
	Iteration 51Q: 3 clusters Score -3813050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 29502 members 
Entering Unmasked Estep 
Score: -3813054.750000 Penalty: 5167.187500
	Iteration 52Q: 3 clusters Score -3813055 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 29503 members 
Entering Unmasked Estep 
Score: -3813056.250000 Penalty: 5167.187500
	Iteration 53Q: 3 clusters Score -3813056 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 29503 members 
Entering Unmasked Estep 
Score: -3813056.250000 Penalty: 5167.187500
	Iteration 54F: 3 clusters Score -3813056 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Entering Unmasked Estep 
Score: -143311.000000 Penalty: 1781.034790
	Iteration 0F: 2 clusters Score -143311 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 647 members 
Entering Unmasked Estep 
Score: -141298.453125 Penalty: 3562.069580
	Iteration 0F: 3 clusters Score -141298.5 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -141931.703125 Penalty: 3562.069580
	Iteration 1F: 3 clusters Score -141931.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -142321.187500 Penalty: 3562.069580
	Iteration 2F: 3 clusters Score -142321.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -142621.250000 Penalty: 3562.069580
	Iteration 3F: 3 clusters Score -142621.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -142817.828125 Penalty: 3562.069580
	Iteration 4F: 3 clusters Score -142817.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -143008.546875 Penalty: 3562.069580
	Iteration 5Q: 3 clusters Score -143008.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -143083.796875 Penalty: 3562.069580
	Iteration 6Q: 3 clusters Score -143083.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -143121.578125 Penalty: 3562.069580
	Iteration 7Q: 3 clusters Score -143121.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -143136.203125 Penalty: 3562.069580
	Iteration 8Q: 3 clusters Score -143136.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -143147.531250 Penalty: 3562.069580
	Iteration 9Q: 3 clusters Score -143147.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -143154.718750 Penalty: 3562.069580
	Iteration 10Q: 3 clusters Score -143154.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -143162.140625 Penalty: 3562.069580
	Iteration 11Q: 3 clusters Score -143162.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -143167.640625 Penalty: 3562.069580
	Iteration 12Q: 3 clusters Score -143167.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -143169.062500 Penalty: 3562.069580
	Iteration 13Q: 3 clusters Score -143169.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -143185.390625 Penalty: 3562.069580
	Iteration 14F: 3 clusters Score -143185.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -143206.546875 Penalty: 3562.069580
	Iteration 15Q: 3 clusters Score -143206.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -143217.359375 Penalty: 3562.069580
	Iteration 16Q: 3 clusters Score -143217.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -143219.328125 Penalty: 3562.069580
	Iteration 17Q: 3 clusters Score -143219.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -143220.562500 Penalty: 3562.069580
	Iteration 18Q: 3 clusters Score -143220.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -143221.843750 Penalty: 3562.069580
	Iteration 19Q: 3 clusters Score -143221.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -143223.406250 Penalty: 3562.069580
	Iteration 20F: 3 clusters Score -143223.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -143224.843750 Penalty: 3562.069580
	Iteration 21Q: 3 clusters Score -143224.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -143225.375000 Penalty: 3562.069580
	Iteration 22Q: 3 clusters Score -143225.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -143225.375000 Penalty: 3562.069580
	Iteration 23F: 3 clusters Score -143225.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (68349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68349 members 
Entering Unmasked Estep 
Score: -7429931.500000 Penalty: 2760.830811
	Iteration 0F: 2 clusters Score -7429932 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34503 members 
Mstep: Class 2 contains 33846 members 
Entering Unmasked Estep 
Score: -7384236.500000 Penalty: 5521.661621
	Iteration 0F: 3 clusters Score -7384236 nChanged 31822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37743 members 
Mstep: Class 2 contains 30606 members 
Entering Unmasked Estep 
Score: -7402540.000000 Penalty: 5521.661621
	Iteration 1F: 3 clusters Score -7402540 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39816 members 
Mstep: Class 2 contains 28533 members 
Entering Unmasked Estep 
Score: -7403955.000000 Penalty: 5521.661621
	Iteration 2Q: 3 clusters Score -7403955 nChanged 3748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42666 members 
Mstep: Class 2 contains 25683 members 
Entering Unmasked Estep 
Score: -7405943.000000 Penalty: 5521.661621
	Iteration 3F: 3 clusters Score -7405943 nChanged 4493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46463 members 
Mstep: Class 2 contains 21886 members 
Entering Unmasked Estep 
Score: -7408983.500000 Penalty: 5521.661621
	Iteration 4F: 3 clusters Score -7408984 nChanged 5079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51066 members 
Mstep: Class 2 contains 17283 members 
Entering Unmasked Estep 
Score: -7413176.500000 Penalty: 5521.661621
	Iteration 5F: 3 clusters Score -7413176 nChanged 5047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55815 members 
Mstep: Class 2 contains 12534 members 
Entering Unmasked Estep 
Score: -7417787.000000 Penalty: 5521.661621
	Iteration 6F: 3 clusters Score -7417787 nChanged 4217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59828 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -7421541.500000 Penalty: 5521.661621
	Iteration 7F: 3 clusters Score -7421542 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62706 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -7424116.000000 Penalty: 5521.661621
	Iteration 8Q: 3 clusters Score -7424116 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64545 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -7425601.000000 Penalty: 5521.661621
	Iteration 9Q: 3 clusters Score -7425601 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65655 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -7426419.500000 Penalty: 5521.661621
	Iteration 10Q: 3 clusters Score -7426420 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66320 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -7426887.500000 Penalty: 5521.661621
	Iteration 11Q: 3 clusters Score -7426888 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66702 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -7427159.500000 Penalty: 5521.661621
	Iteration 12Q: 3 clusters Score -7427160 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66928 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -7427318.000000 Penalty: 5521.661621
	Iteration 13Q: 3 clusters Score -7427318 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67084 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -7427441.000000 Penalty: 5521.661621
	Iteration 14Q: 3 clusters Score -7427441 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67193 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -7427518.000000 Penalty: 5521.661621
	Iteration 15Q: 3 clusters Score -7427518 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67266 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -7427589.500000 Penalty: 5521.661621
	Iteration 16Q: 3 clusters Score -7427590 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67314 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -7427635.000000 Penalty: 5521.661621
	Iteration 17Q: 3 clusters Score -7427635 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67358 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -7427682.000000 Penalty: 5521.661621
	Iteration 18Q: 3 clusters Score -7427682 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67387 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -7427700.500000 Penalty: 5521.661621
	Iteration 19Q: 3 clusters Score -7427700 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67408 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -7427722.500000 Penalty: 5521.661621
	Iteration 20F: 3 clusters Score -7427722 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67425 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -7427743.000000 Penalty: 5521.661621
	Iteration 21Q: 3 clusters Score -7427743 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67432 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -7427747.500000 Penalty: 5521.661621
	Iteration 22Q: 3 clusters Score -7427748 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67446 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -7427755.000000 Penalty: 5521.661621
	Iteration 23Q: 3 clusters Score -7427755 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67452 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -7427774.000000 Penalty: 5521.661621
	Iteration 24Q: 3 clusters Score -7427774 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67457 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -7427783.000000 Penalty: 5521.661621
	Iteration 25Q: 3 clusters Score -7427783 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67463 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -7427783.000000 Penalty: 5521.661621
	Iteration 26Q: 3 clusters Score -7427783 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67466 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -7427780.500000 Penalty: 5521.661621
	Iteration 27Q: 3 clusters Score -7427780 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67467 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -7427788.000000 Penalty: 5521.661621
	Iteration 28Q: 3 clusters Score -7427788 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67473 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -7427796.000000 Penalty: 5521.661621
	Iteration 29Q: 3 clusters Score -7427796 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67481 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -7427816.500000 Penalty: 5521.661621
	Iteration 30Q: 3 clusters Score -7427816 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67485 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -7427821.000000 Penalty: 5521.661621
	Iteration 31Q: 3 clusters Score -7427821 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67488 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -7427817.000000 Penalty: 5521.661621
	Iteration 32Q: 3 clusters Score -7427817 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67489 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -7427822.000000 Penalty: 5521.661621
	Iteration 33Q: 3 clusters Score -7427822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67490 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -7427818.500000 Penalty: 5521.661621
	Iteration 34Q: 3 clusters Score -7427818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67491 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -7427814.500000 Penalty: 5521.661621
	Iteration 35Q: 3 clusters Score -7427814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67492 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -7427814.000000 Penalty: 5521.661621
	Iteration 36Q: 3 clusters Score -7427814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67495 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -7427824.500000 Penalty: 5521.661621
	Iteration 37Q: 3 clusters Score -7427824 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67495 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -7427827.500000 Penalty: 5521.661621
	Iteration 38Q: 3 clusters Score -7427828 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67496 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -7427835.000000 Penalty: 5521.661621
	Iteration 39Q: 3 clusters Score -7427835 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67500 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -7427832.500000 Penalty: 5521.661621
	Iteration 40F: 3 clusters Score -7427832 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67500 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -7427837.500000 Penalty: 5521.661621
	Iteration 41Q: 3 clusters Score -7427838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67505 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -7427842.000000 Penalty: 5521.661621
	Iteration 42Q: 3 clusters Score -7427842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67509 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -7427838.000000 Penalty: 5521.661621
	Iteration 43Q: 3 clusters Score -7427838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67510 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -7427836.000000 Penalty: 5521.661621
	Iteration 44Q: 3 clusters Score -7427836 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67513 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -7427848.500000 Penalty: 5521.661621
	Iteration 45Q: 3 clusters Score -7427848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67513 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -7427855.500000 Penalty: 5521.661621
	Iteration 46Q: 3 clusters Score -7427856 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67513 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -7427855.500000 Penalty: 5521.661621
	Iteration 47F: 3 clusters Score -7427856 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (43606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43606 members 
Entering Unmasked Estep 
Score: -5082514.500000 Penalty: 2649.371582
	Iteration 0F: 2 clusters Score -5082514 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21851 members 
Mstep: Class 2 contains 21755 members 
Entering Unmasked Estep 
Score: -5052989.500000 Penalty: 5298.743164
	Iteration 0F: 3 clusters Score -5052990 nChanged 20039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22566 members 
Mstep: Class 2 contains 21040 members 
Entering Unmasked Estep 
Score: -5064461.000000 Penalty: 5298.743164
	Iteration 1F: 3 clusters Score -5064461 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23173 members 
Mstep: Class 2 contains 20433 members 
Entering Unmasked Estep 
Score: -5065590.000000 Penalty: 5298.743164
	Iteration 2F: 3 clusters Score -5065590 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24210 members 
Mstep: Class 2 contains 19396 members 
Entering Unmasked Estep 
Score: -5066844.000000 Penalty: 5298.743164
	Iteration 3F: 3 clusters Score -5066844 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25607 members 
Mstep: Class 2 contains 17999 members 
Entering Unmasked Estep 
Score: -5068356.000000 Penalty: 5298.743164
	Iteration 4F: 3 clusters Score -5068356 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27387 members 
Mstep: Class 2 contains 16219 members 
Entering Unmasked Estep 
Score: -5070185.000000 Penalty: 5298.743164
	Iteration 5F: 3 clusters Score -5070185 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29424 members 
Mstep: Class 2 contains 14182 members 
Entering Unmasked Estep 
Score: -5072096.500000 Penalty: 5298.743164
	Iteration 6F: 3 clusters Score -5072096 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31315 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -5073856.500000 Penalty: 5298.743164
	Iteration 7F: 3 clusters Score -5073856 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33137 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -5075375.500000 Penalty: 5298.743164
	Iteration 8F: 3 clusters Score -5075376 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34664 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -5076418.000000 Penalty: 5298.743164
	Iteration 9Q: 3 clusters Score -5076418 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36009 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -5077238.000000 Penalty: 5298.743164
	Iteration 10Q: 3 clusters Score -5077238 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37186 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -5077922.500000 Penalty: 5298.743164
	Iteration 11Q: 3 clusters Score -5077922 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38179 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -5078476.000000 Penalty: 5298.743164
	Iteration 12Q: 3 clusters Score -5078476 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39008 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -5078967.000000 Penalty: 5298.743164
	Iteration 13Q: 3 clusters Score -5078967 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39689 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -5079385.500000 Penalty: 5298.743164
	Iteration 14Q: 3 clusters Score -5079386 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40210 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -5079708.500000 Penalty: 5298.743164
	Iteration 15Q: 3 clusters Score -5079708 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40587 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -5079937.500000 Penalty: 5298.743164
	Iteration 16Q: 3 clusters Score -5079938 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40855 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -5080136.500000 Penalty: 5298.743164
	Iteration 17Q: 3 clusters Score -5080136 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41073 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -5080232.500000 Penalty: 5298.743164
	Iteration 18Q: 3 clusters Score -5080232 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41262 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -5080325.500000 Penalty: 5298.743164
	Iteration 19Q: 3 clusters Score -5080326 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41405 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -5080413.000000 Penalty: 5298.743164
	Iteration 20F: 3 clusters Score -5080413 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41524 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -5080459.500000 Penalty: 5298.743164
	Iteration 21Q: 3 clusters Score -5080460 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41612 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -5080505.000000 Penalty: 5298.743164
	Iteration 22Q: 3 clusters Score -5080505 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41683 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -5080543.500000 Penalty: 5298.743164
	Iteration 23Q: 3 clusters Score -5080544 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41741 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -5080571.000000 Penalty: 5298.743164
	Iteration 24Q: 3 clusters Score -5080571 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41792 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -5080586.500000 Penalty: 5298.743164
	Iteration 25Q: 3 clusters Score -5080586 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41833 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -5080599.500000 Penalty: 5298.743164
	Iteration 26Q: 3 clusters Score -5080600 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41861 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -5080603.500000 Penalty: 5298.743164
	Iteration 27Q: 3 clusters Score -5080604 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41881 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -5080614.000000 Penalty: 5298.743164
	Iteration 28Q: 3 clusters Score -5080614 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41904 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -5080626.000000 Penalty: 5298.743164
	Iteration 29Q: 3 clusters Score -5080626 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41924 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -5080631.500000 Penalty: 5298.743164
	Iteration 30Q: 3 clusters Score -5080632 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41936 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -5080636.500000 Penalty: 5298.743164
	Iteration 31Q: 3 clusters Score -5080636 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41946 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -5080635.500000 Penalty: 5298.743164
	Iteration 32Q: 3 clusters Score -5080636 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41958 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -5080633.000000 Penalty: 5298.743164
	Iteration 33Q: 3 clusters Score -5080633 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41967 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -5080634.500000 Penalty: 5298.743164
	Iteration 34Q: 3 clusters Score -5080634 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41981 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -5080640.000000 Penalty: 5298.743164
	Iteration 35Q: 3 clusters Score -5080640 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41990 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -5080646.000000 Penalty: 5298.743164
	Iteration 36Q: 3 clusters Score -5080646 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41999 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -5080646.500000 Penalty: 5298.743164
	Iteration 37Q: 3 clusters Score -5080646 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42007 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -5080653.500000 Penalty: 5298.743164
	Iteration 38Q: 3 clusters Score -5080654 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42014 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -5080667.500000 Penalty: 5298.743164
	Iteration 39Q: 3 clusters Score -5080668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42019 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -5080666.000000 Penalty: 5298.743164
	Iteration 40F: 3 clusters Score -5080666 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42026 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -5080669.500000 Penalty: 5298.743164
	Iteration 41Q: 3 clusters Score -5080670 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42032 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -5080673.000000 Penalty: 5298.743164
	Iteration 42Q: 3 clusters Score -5080673 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42038 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -5080675.500000 Penalty: 5298.743164
	Iteration 43Q: 3 clusters Score -5080676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42039 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -5080675.500000 Penalty: 5298.743164
	Iteration 44Q: 3 clusters Score -5080676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42040 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -5080676.000000 Penalty: 5298.743164
	Iteration 45Q: 3 clusters Score -5080676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42041 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -5080677.000000 Penalty: 5298.743164
	Iteration 46Q: 3 clusters Score -5080677 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42042 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -5080678.500000 Penalty: 5298.743164
	Iteration 47Q: 3 clusters Score -5080678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42042 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -5080676.000000 Penalty: 5298.743164
	Iteration 48Q: 3 clusters Score -5080676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42044 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -5080679.500000 Penalty: 5298.743164
	Iteration 49Q: 3 clusters Score -5080680 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42044 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -5080679.500000 Penalty: 5298.743164
	Iteration 50F: 3 clusters Score -5080680 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (237160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237160 members 
Entering Unmasked Estep 
Score: -28009588.000000 Penalty: 3069.369629
	Iteration 0F: 2 clusters Score -2.800959e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118571 members 
Mstep: Class 2 contains 118589 members 
Entering Unmasked Estep 
Score: -27859050.000000 Penalty: 6138.739258
	Iteration 0F: 3 clusters Score -2.785905e+07 nChanged 114287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118082 members 
Mstep: Class 2 contains 119078 members 
Entering Unmasked Estep 
Score: -27925260.000000 Penalty: 6138.739258
	Iteration 1F: 3 clusters Score -2.792526e+07 nChanged 5730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117414 members 
Mstep: Class 2 contains 119746 members 
Entering Unmasked Estep 
Score: -27926214.000000 Penalty: 6138.739258
	Iteration 2Q: 3 clusters Score -2.792621e+07 nChanged 6161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116231 members 
Mstep: Class 2 contains 120929 members 
Entering Unmasked Estep 
Score: -27927638.000000 Penalty: 6138.739258
	Iteration 3Q: 3 clusters Score -2.792764e+07 nChanged 6745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114462 members 
Mstep: Class 2 contains 122698 members 
Entering Unmasked Estep 
Score: -27929392.000000 Penalty: 6138.739258
	Iteration 4Q: 3 clusters Score -2.792939e+07 nChanged 7659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111955 members 
Mstep: Class 2 contains 125205 members 
Entering Unmasked Estep 
Score: -27931806.000000 Penalty: 6138.739258
	Iteration 5Q: 3 clusters Score -2.793181e+07 nChanged 8750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108499 members 
Mstep: Class 2 contains 128661 members 
Entering Unmasked Estep 
Score: -27935186.000000 Penalty: 6138.739258
	Iteration 6Q: 3 clusters Score -2.793519e+07 nChanged 9919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103918 members 
Mstep: Class 2 contains 133242 members 
Entering Unmasked Estep 
Score: -27939128.000000 Penalty: 6138.739258
	Iteration 7Q: 3 clusters Score -2.793913e+07 nChanged 11316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97852 members 
Mstep: Class 2 contains 139308 members 
Entering Unmasked Estep 
Score: -27944096.000000 Penalty: 6138.739258
	Iteration 8Q: 3 clusters Score -2.79441e+07 nChanged 12458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90360 members 
Mstep: Class 2 contains 146800 members 
Entering Unmasked Estep 
Score: -27950424.000000 Penalty: 6138.739258
	Iteration 9F: 3 clusters Score -2.795042e+07 nChanged 13073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81965 members 
Mstep: Class 2 contains 155195 members 
Entering Unmasked Estep 
Score: -27958216.000000 Penalty: 6138.739258
	Iteration 10F: 3 clusters Score -2.795822e+07 nChanged 13015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73702 members 
Mstep: Class 2 contains 163458 members 
Entering Unmasked Estep 
Score: -27966782.000000 Penalty: 6138.739258
	Iteration 11F: 3 clusters Score -2.796678e+07 nChanged 11848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66988 members 
Mstep: Class 2 contains 170172 members 
Entering Unmasked Estep 
Score: -27974362.000000 Penalty: 6138.739258
	Iteration 12Q: 3 clusters Score -2.797436e+07 nChanged 9421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62041 members 
Mstep: Class 2 contains 175119 members 
Entering Unmasked Estep 
Score: -27979210.000000 Penalty: 6138.739258
	Iteration 13Q: 3 clusters Score -2.797921e+07 nChanged 6529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58020 members 
Mstep: Class 2 contains 179140 members 
Entering Unmasked Estep 
Score: -27981838.000000 Penalty: 6138.739258
	Iteration 14Q: 3 clusters Score -2.798184e+07 nChanged 4661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54331 members 
Mstep: Class 2 contains 182829 members 
Entering Unmasked Estep 
Score: -27983122.000000 Penalty: 6138.739258
	Iteration 15Q: 3 clusters Score -2.798312e+07 nChanged 3857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50852 members 
Mstep: Class 2 contains 186308 members 
Entering Unmasked Estep 
Score: -27984206.000000 Penalty: 6138.739258
	Iteration 16Q: 3 clusters Score -2.798421e+07 nChanged 3611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47443 members 
Mstep: Class 2 contains 189717 members 
Entering Unmasked Estep 
Score: -27985252.000000 Penalty: 6138.739258
	Iteration 17Q: 3 clusters Score -2.798525e+07 nChanged 3446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44177 members 
Mstep: Class 2 contains 192983 members 
Entering Unmasked Estep 
Score: -27986160.000000 Penalty: 6138.739258
	Iteration 18Q: 3 clusters Score -2.798616e+07 nChanged 3287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41022 members 
Mstep: Class 2 contains 196138 members 
Entering Unmasked Estep 
Score: -27987246.000000 Penalty: 6138.739258
	Iteration 19Q: 3 clusters Score -2.798725e+07 nChanged 3219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37901 members 
Mstep: Class 2 contains 199259 members 
Entering Unmasked Estep 
Score: -27988482.000000 Penalty: 6138.739258
	Iteration 20F: 3 clusters Score -2.798848e+07 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34839 members 
Mstep: Class 2 contains 202321 members 
Entering Unmasked Estep 
Score: -27989992.000000 Penalty: 6138.739258
	Iteration 21Q: 3 clusters Score -2.798999e+07 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31898 members 
Mstep: Class 2 contains 205262 members 
Entering Unmasked Estep 
Score: -27991154.000000 Penalty: 6138.739258
	Iteration 22Q: 3 clusters Score -2.799115e+07 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29071 members 
Mstep: Class 2 contains 208089 members 
Entering Unmasked Estep 
Score: -27992074.000000 Penalty: 6138.739258
	Iteration 23Q: 3 clusters Score -2.799207e+07 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26343 members 
Mstep: Class 2 contains 210817 members 
Entering Unmasked Estep 
Score: -27993234.000000 Penalty: 6138.739258
	Iteration 24Q: 3 clusters Score -2.799323e+07 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23779 members 
Mstep: Class 2 contains 213381 members 
Entering Unmasked Estep 
Score: -27994284.000000 Penalty: 6138.739258
	Iteration 25Q: 3 clusters Score -2.799428e+07 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21336 members 
Mstep: Class 2 contains 215824 members 
Entering Unmasked Estep 
Score: -27995336.000000 Penalty: 6138.739258
	Iteration 26Q: 3 clusters Score -2.799534e+07 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18996 members 
Mstep: Class 2 contains 218164 members 
Entering Unmasked Estep 
Score: -27996636.000000 Penalty: 6138.739258
	Iteration 27Q: 3 clusters Score -2.799664e+07 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16883 members 
Mstep: Class 2 contains 220277 members 
Entering Unmasked Estep 
Score: -27997754.000000 Penalty: 6138.739258
	Iteration 28Q: 3 clusters Score -2.799775e+07 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15004 members 
Mstep: Class 2 contains 222156 members 
Entering Unmasked Estep 
Score: -27998502.000000 Penalty: 6138.739258
	Iteration 29Q: 3 clusters Score -2.79985e+07 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 223899 members 
Entering Unmasked Estep 
Score: -27999382.000000 Penalty: 6138.739258
	Iteration 30Q: 3 clusters Score -2.799938e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11689 members 
Mstep: Class 2 contains 225471 members 
Entering Unmasked Estep 
Score: -28000404.000000 Penalty: 6138.739258
	Iteration 31Q: 3 clusters Score -2.80004e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 226906 members 
Entering Unmasked Estep 
Score: -28001172.000000 Penalty: 6138.739258
	Iteration 32Q: 3 clusters Score -2.800117e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 228148 members 
Entering Unmasked Estep 
Score: -28002000.000000 Penalty: 6138.739258
	Iteration 33Q: 3 clusters Score -2.8002e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 229231 members 
Entering Unmasked Estep 
Score: -28002712.000000 Penalty: 6138.739258
	Iteration 34Q: 3 clusters Score -2.800271e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 230188 members 
Entering Unmasked Estep 
Score: -28003172.000000 Penalty: 6138.739258
	Iteration 35Q: 3 clusters Score -2.800317e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 231004 members 
Entering Unmasked Estep 
Score: -28003692.000000 Penalty: 6138.739258
	Iteration 36Q: 3 clusters Score -2.800369e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 231716 members 
Entering Unmasked Estep 
Score: -28004136.000000 Penalty: 6138.739258
	Iteration 37Q: 3 clusters Score -2.800414e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 232317 members 
Entering Unmasked Estep 
Score: -28004496.000000 Penalty: 6138.739258
	Iteration 38Q: 3 clusters Score -2.80045e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 232825 members 
Entering Unmasked Estep 
Score: -28004782.000000 Penalty: 6138.739258
	Iteration 39Q: 3 clusters Score -2.800478e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 233250 members 
Entering Unmasked Estep 
Score: -28005096.000000 Penalty: 6138.739258
	Iteration 40F: 3 clusters Score -2.80051e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 233623 members 
Entering Unmasked Estep 
Score: -28005348.000000 Penalty: 6138.739258
	Iteration 41Q: 3 clusters Score -2.800535e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 233947 members 
Entering Unmasked Estep 
Score: -28005504.000000 Penalty: 6138.739258
	Iteration 42Q: 3 clusters Score -2.80055e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 234230 members 
Entering Unmasked Estep 
Score: -28005678.000000 Penalty: 6138.739258
	Iteration 43Q: 3 clusters Score -2.800568e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 234477 members 
Entering Unmasked Estep 
Score: -28005748.000000 Penalty: 6138.739258
	Iteration 44Q: 3 clusters Score -2.800575e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 234683 members 
Entering Unmasked Estep 
Score: -28005898.000000 Penalty: 6138.739258
	Iteration 45Q: 3 clusters Score -2.80059e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 234871 members 
Entering Unmasked Estep 
Score: -28005994.000000 Penalty: 6138.739258
	Iteration 46Q: 3 clusters Score -2.800599e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 235018 members 
Entering Unmasked Estep 
Score: -28006088.000000 Penalty: 6138.739258
	Iteration 47Q: 3 clusters Score -2.800609e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 235129 members 
Entering Unmasked Estep 
Score: -28006124.000000 Penalty: 6138.739258
	Iteration 48Q: 3 clusters Score -2.800612e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 235242 members 
Entering Unmasked Estep 
Score: -28006188.000000 Penalty: 6138.739258
	Iteration 49Q: 3 clusters Score -2.800619e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 235326 members 
Entering Unmasked Estep 
Score: -28006250.000000 Penalty: 6138.739258
	Iteration 50Q: 3 clusters Score -2.800625e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 235406 members 
Entering Unmasked Estep 
Score: -28006320.000000 Penalty: 6138.739258
	Iteration 51Q: 3 clusters Score -2.800632e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 235476 members 
Entering Unmasked Estep 
Score: -28006346.000000 Penalty: 6138.739258
	Iteration 52Q: 3 clusters Score -2.800635e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 235524 members 
Entering Unmasked Estep 
Score: -28006378.000000 Penalty: 6138.739258
	Iteration 53Q: 3 clusters Score -2.800638e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 235565 members 
Entering Unmasked Estep 
Score: -28006400.000000 Penalty: 6138.739258
	Iteration 54Q: 3 clusters Score -2.80064e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 235607 members 
Entering Unmasked Estep 
Score: -28006432.000000 Penalty: 6138.739258
	Iteration 55Q: 3 clusters Score -2.800643e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 235644 members 
Entering Unmasked Estep 
Score: -28006442.000000 Penalty: 6138.739258
	Iteration 56Q: 3 clusters Score -2.800644e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 235677 members 
Entering Unmasked Estep 
Score: -28006464.000000 Penalty: 6138.739258
	Iteration 57Q: 3 clusters Score -2.800646e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 235711 members 
Entering Unmasked Estep 
Score: -28006498.000000 Penalty: 6138.739258
	Iteration 58Q: 3 clusters Score -2.80065e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 235732 members 
Entering Unmasked Estep 
Score: -28006524.000000 Penalty: 6138.739258
	Iteration 59Q: 3 clusters Score -2.800652e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 235750 members 
Entering Unmasked Estep 
Score: -28006560.000000 Penalty: 6138.739258
	Iteration 60F: 3 clusters Score -2.800656e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 235772 members 
Entering Unmasked Estep 
Score: -28006584.000000 Penalty: 6138.739258
	Iteration 61Q: 3 clusters Score -2.800658e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 235793 members 
Entering Unmasked Estep 
Score: -28006604.000000 Penalty: 6138.739258
	Iteration 62Q: 3 clusters Score -2.80066e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 235805 members 
Entering Unmasked Estep 
Score: -28006618.000000 Penalty: 6138.739258
	Iteration 63Q: 3 clusters Score -2.800662e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 235807 members 
Entering Unmasked Estep 
Score: -28006630.000000 Penalty: 6138.739258
	Iteration 64Q: 3 clusters Score -2.800663e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 235816 members 
Entering Unmasked Estep 
Score: -28006644.000000 Penalty: 6138.739258
	Iteration 65Q: 3 clusters Score -2.800664e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 235826 members 
Entering Unmasked Estep 
Score: -28006638.000000 Penalty: 6138.739258
	Iteration 66Q: 3 clusters Score -2.800664e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 235837 members 
Entering Unmasked Estep 
Score: -28006664.000000 Penalty: 6138.739258
	Iteration 67Q: 3 clusters Score -2.800666e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 235847 members 
Entering Unmasked Estep 
Score: -28006672.000000 Penalty: 6138.739258
	Iteration 68Q: 3 clusters Score -2.800667e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 235856 members 
Entering Unmasked Estep 
Score: -28006678.000000 Penalty: 6138.739258
	Iteration 69Q: 3 clusters Score -2.800668e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 235868 members 
Entering Unmasked Estep 
Score: -28006712.000000 Penalty: 6138.739258
	Iteration 70Q: 3 clusters Score -2.800671e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 235881 members 
Entering Unmasked Estep 
Score: -28006720.000000 Penalty: 6138.739258
	Iteration 71Q: 3 clusters Score -2.800672e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 235890 members 
Entering Unmasked Estep 
Score: -28006720.000000 Penalty: 6138.739258
	Iteration 72Q: 3 clusters Score -2.800672e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 235898 members 
Entering Unmasked Estep 
Score: -28006724.000000 Penalty: 6138.739258
	Iteration 73Q: 3 clusters Score -2.800672e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 235903 members 
Entering Unmasked Estep 
Score: -28006724.000000 Penalty: 6138.739258
	Iteration 74Q: 3 clusters Score -2.800672e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 235910 members 
Entering Unmasked Estep 
Score: -28006730.000000 Penalty: 6138.739258
	Iteration 75Q: 3 clusters Score -2.800673e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 235914 members 
Entering Unmasked Estep 
Score: -28006752.000000 Penalty: 6138.739258
	Iteration 76Q: 3 clusters Score -2.800675e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 235915 members 
Entering Unmasked Estep 
Score: -28006748.000000 Penalty: 6138.739258
	Iteration 77Q: 3 clusters Score -2.800675e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 235915 members 
Entering Unmasked Estep 
Score: -28006748.000000 Penalty: 6138.739258
	Iteration 78F: 3 clusters Score -2.800675e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (18333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18333 members 
Entering Unmasked Estep 
Score: -2109188.250000 Penalty: 2434.481445
	Iteration 0F: 2 clusters Score -2109188 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -2096148.000000 Penalty: 4868.962891
	Iteration 0F: 3 clusters Score -2096148 nChanged 8008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -2100918.750000 Penalty: 4868.962891
	Iteration 1F: 3 clusters Score -2100919 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -2101805.500000 Penalty: 4868.962891
	Iteration 2F: 3 clusters Score -2101806 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -2102614.500000 Penalty: 4868.962891
	Iteration 3F: 3 clusters Score -2102614 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -2103518.000000 Penalty: 4868.962891
	Iteration 4F: 3 clusters Score -2103518 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 12678 members 
Entering Unmasked Estep 
Score: -2104606.750000 Penalty: 4868.962891
	Iteration 5F: 3 clusters Score -2104607 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 13712 members 
Entering Unmasked Estep 
Score: -2105785.750000 Penalty: 4868.962891
	Iteration 6F: 3 clusters Score -2105786 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 14546 members 
Entering Unmasked Estep 
Score: -2106779.250000 Penalty: 4868.962891
	Iteration 7F: 3 clusters Score -2106779 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 15118 members 
Entering Unmasked Estep 
Score: -2107422.750000 Penalty: 4868.962891
	Iteration 8Q: 3 clusters Score -2107423 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 15485 members 
Entering Unmasked Estep 
Score: -2107770.750000 Penalty: 4868.962891
	Iteration 9Q: 3 clusters Score -2107771 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 15700 members 
Entering Unmasked Estep 
Score: -2107930.000000 Penalty: 4868.962891
	Iteration 10Q: 3 clusters Score -2107930 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 15869 members 
Entering Unmasked Estep 
Score: -2108016.000000 Penalty: 4868.962891
	Iteration 11Q: 3 clusters Score -2108016 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 16000 members 
Entering Unmasked Estep 
Score: -2108072.250000 Penalty: 4868.962891
	Iteration 12Q: 3 clusters Score -2108072 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 16096 members 
Entering Unmasked Estep 
Score: -2108103.750000 Penalty: 4868.962891
	Iteration 13Q: 3 clusters Score -2108104 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 16173 members 
Entering Unmasked Estep 
Score: -2108124.250000 Penalty: 4868.962891
	Iteration 14Q: 3 clusters Score -2108124 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 16225 members 
Entering Unmasked Estep 
Score: -2108145.250000 Penalty: 4868.962891
	Iteration 15Q: 3 clusters Score -2108145 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 16274 members 
Entering Unmasked Estep 
Score: -2108158.750000 Penalty: 4868.962891
	Iteration 16Q: 3 clusters Score -2108159 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 16306 members 
Entering Unmasked Estep 
Score: -2108169.250000 Penalty: 4868.962891
	Iteration 17Q: 3 clusters Score -2108169 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 16324 members 
Entering Unmasked Estep 
Score: -2108179.250000 Penalty: 4868.962891
	Iteration 18Q: 3 clusters Score -2108179 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 16341 members 
Entering Unmasked Estep 
Score: -2108180.500000 Penalty: 4868.962891
	Iteration 19Q: 3 clusters Score -2108180 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 16360 members 
Entering Unmasked Estep 
Score: -2108183.000000 Penalty: 4868.962891
	Iteration 20F: 3 clusters Score -2108183 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 16384 members 
Entering Unmasked Estep 
Score: -2108191.500000 Penalty: 4868.962891
	Iteration 21Q: 3 clusters Score -2108192 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 16400 members 
Entering Unmasked Estep 
Score: -2108197.500000 Penalty: 4868.962891
	Iteration 22Q: 3 clusters Score -2108198 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 16417 members 
Entering Unmasked Estep 
Score: -2108199.500000 Penalty: 4868.962891
	Iteration 23Q: 3 clusters Score -2108200 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 16435 members 
Entering Unmasked Estep 
Score: -2108204.000000 Penalty: 4868.962891
	Iteration 24Q: 3 clusters Score -2108204 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 16449 members 
Entering Unmasked Estep 
Score: -2108210.000000 Penalty: 4868.962891
	Iteration 25Q: 3 clusters Score -2108210 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 16463 members 
Entering Unmasked Estep 
Score: -2108214.500000 Penalty: 4868.962891
	Iteration 26Q: 3 clusters Score -2108214 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 16474 members 
Entering Unmasked Estep 
Score: -2108221.000000 Penalty: 4868.962891
	Iteration 27Q: 3 clusters Score -2108221 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 16478 members 
Entering Unmasked Estep 
Score: -2108221.000000 Penalty: 4868.962891
	Iteration 28Q: 3 clusters Score -2108221 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 16483 members 
Entering Unmasked Estep 
Score: -2108221.500000 Penalty: 4868.962891
	Iteration 29Q: 3 clusters Score -2108222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 16487 members 
Entering Unmasked Estep 
Score: -2108218.250000 Penalty: 4868.962891
	Iteration 30Q: 3 clusters Score -2108218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 16491 members 
Entering Unmasked Estep 
Score: -2108221.250000 Penalty: 4868.962891
	Iteration 31Q: 3 clusters Score -2108221 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 16494 members 
Entering Unmasked Estep 
Score: -2108222.000000 Penalty: 4868.962891
	Iteration 32Q: 3 clusters Score -2108222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 16496 members 
Entering Unmasked Estep 
Score: -2108221.500000 Penalty: 4868.962891
	Iteration 33Q: 3 clusters Score -2108222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 16500 members 
Entering Unmasked Estep 
Score: -2108225.500000 Penalty: 4868.962891
	Iteration 34Q: 3 clusters Score -2108226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 16503 members 
Entering Unmasked Estep 
Score: -2108225.500000 Penalty: 4868.962891
	Iteration 35Q: 3 clusters Score -2108226 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 16503 members 
Entering Unmasked Estep 
Score: -2108225.500000 Penalty: 4868.962891
	Iteration 36F: 3 clusters Score -2108226 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Entering Unmasked Estep 
Score: -120973.007812 Penalty: 1747.999878
	Iteration 0F: 2 clusters Score -120973 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -119050.968750 Penalty: 3495.999756
	Iteration 0F: 3 clusters Score -119051 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -119866.023438 Penalty: 3495.999756
	Iteration 1F: 3 clusters Score -119866 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -120302.914062 Penalty: 3495.999756
	Iteration 2F: 3 clusters Score -120302.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -120603.289062 Penalty: 3495.999756
	Iteration 3F: 3 clusters Score -120603.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -120801.281250 Penalty: 3495.999756
	Iteration 4F: 3 clusters Score -120801.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -120887.828125 Penalty: 3495.999756
	Iteration 5Q: 3 clusters Score -120887.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -120948.851562 Penalty: 3495.999756
	Iteration 6Q: 3 clusters Score -120948.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -120964.539062 Penalty: 3495.999756
	Iteration 7Q: 3 clusters Score -120964.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -120969.703125 Penalty: 3495.999756
	Iteration 8Q: 3 clusters Score -120969.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -120972.015625 Penalty: 3495.999756
	Iteration 9Q: 3 clusters Score -120972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -120973.445312 Penalty: 3495.999756
	Iteration 10Q: 3 clusters Score -120973.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -120973.445312 Penalty: 3495.999756
	Iteration 11F: 3 clusters Score -120973.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 35689 members 
Mstep: Class 3 contains 2546 members 
Mstep: Class 4 contains 215077 members 
Mstep: Class 5 contains 15234 members 
Mstep: Class 6 contains 33447 members 
Mstep: Class 7 contains 1315 members 
Mstep: Class 8 contains 68349 members 
Mstep: Class 9 contains 43606 members 
Mstep: Class 10 contains 237160 members 
Mstep: Class 11 contains 18333 members 
Mstep: Class 12 contains 227 members 
Mstep: Class 13 contains 1799 members 
Mstep: Class 14 contains 121122 members 
Mstep: Class 15 contains 35330 members 
Mstep: Class 16 contains 5664 members 
Mstep: Class 17 contains 12934 members 
Mstep: Class 18 contains 14843 members 
Mstep: Class 19 contains 226575 members 
Mstep: Class 20 contains 26509 members 
Mstep: Class 21 contains 4976 members 
Mstep: Class 22 contains 17014 members 
Mstep: Class 23 contains 84968 members 
Mstep: Class 24 contains 8971 members 
Mstep: Class 25 contains 1108 members 
Mstep: Class 26 contains 4863 members 
Mstep: Class 27 contains 10120 members 
Mstep: Class 28 contains 4505 members 
Mstep: Class 29 contains 19842 members 
Mstep: Class 30 contains 3403 members 
Mstep: Class 31 contains 80904 members 
Mstep: Class 32 contains 924 members 
Entering Unmasked Estep 
Score: -155642096.000000 Penalty: 112081.539062
Splitting cluster 12 changes total score from -155641248.000000 to -155642096.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 13 (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: -204030.406250 Penalty: 1858.756592
	Iteration 0F: 2 clusters Score -204030.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -201536.703125 Penalty: 3717.513184
	Iteration 0F: 3 clusters Score -201536.7 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -201947.281250 Penalty: 3717.513184
	Iteration 1F: 3 clusters Score -201947.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -202067.500000 Penalty: 3717.513184
	Iteration 2F: 3 clusters Score -202067.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -202141.859375 Penalty: 3717.513184
	Iteration 3Q: 3 clusters Score -202141.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -202192.546875 Penalty: 3717.513184
	Iteration 4Q: 3 clusters Score -202192.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -202245.109375 Penalty: 3717.513184
	Iteration 5Q: 3 clusters Score -202245.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -202287.531250 Penalty: 3717.513184
	Iteration 6Q: 3 clusters Score -202287.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -202328.343750 Penalty: 3717.513184
	Iteration 7Q: 3 clusters Score -202328.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -202358.484375 Penalty: 3717.513184
	Iteration 8Q: 3 clusters Score -202358.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -202387.640625 Penalty: 3717.513184
	Iteration 9Q: 3 clusters Score -202387.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -202437.906250 Penalty: 3717.513184
	Iteration 10Q: 3 clusters Score -202437.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -202476.578125 Penalty: 3717.513184
	Iteration 11Q: 3 clusters Score -202476.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -202514.031250 Penalty: 3717.513184
	Iteration 12Q: 3 clusters Score -202514 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -202542.062500 Penalty: 3717.513184
	Iteration 13Q: 3 clusters Score -202542.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -202580.625000 Penalty: 3717.513184
	Iteration 14Q: 3 clusters Score -202580.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -202604.765625 Penalty: 3717.513184
	Iteration 15Q: 3 clusters Score -202604.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -202629.375000 Penalty: 3717.513184
	Iteration 16Q: 3 clusters Score -202629.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -202650.859375 Penalty: 3717.513184
	Iteration 17Q: 3 clusters Score -202650.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -202667.312500 Penalty: 3717.513184
	Iteration 18Q: 3 clusters Score -202667.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -202680.562500 Penalty: 3717.513184
	Iteration 19Q: 3 clusters Score -202680.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -202688.609375 Penalty: 3717.513184
	Iteration 20F: 3 clusters Score -202688.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -202691.796875 Penalty: 3717.513184
	Iteration 21Q: 3 clusters Score -202691.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -202693.843750 Penalty: 3717.513184
	Iteration 22Q: 3 clusters Score -202693.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -202695.703125 Penalty: 3717.513184
	Iteration 23Q: 3 clusters Score -202695.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -202696.500000 Penalty: 3717.513184
	Iteration 24Q: 3 clusters Score -202696.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -202699.203125 Penalty: 3717.513184
	Iteration 25Q: 3 clusters Score -202699.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -202700.343750 Penalty: 3717.513184
	Iteration 26Q: 3 clusters Score -202700.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -202701.218750 Penalty: 3717.513184
	Iteration 27Q: 3 clusters Score -202701.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -202703.046875 Penalty: 3717.513184
	Iteration 28Q: 3 clusters Score -202703 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -202707.703125 Penalty: 3717.513184
	Iteration 29Q: 3 clusters Score -202707.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -202708.781250 Penalty: 3717.513184
	Iteration 30Q: 3 clusters Score -202708.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -202708.781250 Penalty: 3717.513184
	Iteration 31F: 3 clusters Score -202708.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (121122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121122 members 
Entering Unmasked Estep 
Score: -14388716.000000 Penalty: 2902.729248
	Iteration 0F: 2 clusters Score -1.438872e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60716 members 
Mstep: Class 2 contains 60406 members 
Entering Unmasked Estep 
Score: -14308339.000000 Penalty: 5805.458496
	Iteration 0F: 3 clusters Score -1.430834e+07 nChanged 57215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63441 members 
Mstep: Class 2 contains 57681 members 
Entering Unmasked Estep 
Score: -14341260.000000 Penalty: 5805.458496
	Iteration 1F: 3 clusters Score -1.434126e+07 nChanged 4611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65626 members 
Mstep: Class 2 contains 55496 members 
Entering Unmasked Estep 
Score: -14342784.000000 Penalty: 5805.458496
	Iteration 2Q: 3 clusters Score -1.434278e+07 nChanged 5658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69068 members 
Mstep: Class 2 contains 52054 members 
Entering Unmasked Estep 
Score: -14345240.000000 Penalty: 5805.458496
	Iteration 3Q: 3 clusters Score -1.434524e+07 nChanged 7397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74141 members 
Mstep: Class 2 contains 46981 members 
Entering Unmasked Estep 
Score: -14349667.000000 Penalty: 5805.458496
	Iteration 4F: 3 clusters Score -1.434967e+07 nChanged 9097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80610 members 
Mstep: Class 2 contains 40512 members 
Entering Unmasked Estep 
Score: -14356025.000000 Penalty: 5805.458496
	Iteration 5F: 3 clusters Score -1.435602e+07 nChanged 9650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87648 members 
Mstep: Class 2 contains 33474 members 
Entering Unmasked Estep 
Score: -14363055.000000 Penalty: 5805.458496
	Iteration 6F: 3 clusters Score -1.436306e+07 nChanged 8485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94121 members 
Mstep: Class 2 contains 27001 members 
Entering Unmasked Estep 
Score: -14369110.000000 Penalty: 5805.458496
	Iteration 7F: 3 clusters Score -1.436911e+07 nChanged 6547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99490 members 
Mstep: Class 2 contains 21632 members 
Entering Unmasked Estep 
Score: -14373795.000000 Penalty: 5805.458496
	Iteration 8F: 3 clusters Score -1.43738e+07 nChanged 4687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103605 members 
Mstep: Class 2 contains 17517 members 
Entering Unmasked Estep 
Score: -14377405.000000 Penalty: 5805.458496
	Iteration 9Q: 3 clusters Score -1.43774e+07 nChanged 3422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106661 members 
Mstep: Class 2 contains 14461 members 
Entering Unmasked Estep 
Score: -14380357.000000 Penalty: 5805.458496
	Iteration 10Q: 3 clusters Score -1.438036e+07 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108866 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -14382786.000000 Penalty: 5805.458496
	Iteration 11Q: 3 clusters Score -1.438279e+07 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110365 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -14384182.000000 Penalty: 5805.458496
	Iteration 12Q: 3 clusters Score -1.438418e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111395 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -14384998.000000 Penalty: 5805.458496
	Iteration 13Q: 3 clusters Score -1.4385e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112211 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -14385536.000000 Penalty: 5805.458496
	Iteration 14Q: 3 clusters Score -1.438554e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112906 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -14385926.000000 Penalty: 5805.458496
	Iteration 15Q: 3 clusters Score -1.438593e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113451 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -14386160.000000 Penalty: 5805.458496
	Iteration 16Q: 3 clusters Score -1.438616e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113930 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -14386507.000000 Penalty: 5805.458496
	Iteration 17Q: 3 clusters Score -1.438651e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114333 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -14386675.000000 Penalty: 5805.458496
	Iteration 18Q: 3 clusters Score -1.438668e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114657 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -14386879.000000 Penalty: 5805.458496
	Iteration 19Q: 3 clusters Score -1.438688e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114920 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -14386969.000000 Penalty: 5805.458496
	Iteration 20F: 3 clusters Score -1.438697e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115117 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -14387060.000000 Penalty: 5805.458496
	Iteration 21Q: 3 clusters Score -1.438706e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115302 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -14387147.000000 Penalty: 5805.458496
	Iteration 22Q: 3 clusters Score -1.438715e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115459 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -14387171.000000 Penalty: 5805.458496
	Iteration 23Q: 3 clusters Score -1.438717e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115610 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -14387217.000000 Penalty: 5805.458496
	Iteration 24Q: 3 clusters Score -1.438722e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115740 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -14387266.000000 Penalty: 5805.458496
	Iteration 25Q: 3 clusters Score -1.438727e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115870 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -14387322.000000 Penalty: 5805.458496
	Iteration 26Q: 3 clusters Score -1.438732e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115957 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -14387302.000000 Penalty: 5805.458496
	Iteration 27Q: 3 clusters Score -1.43873e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116029 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -14387310.000000 Penalty: 5805.458496
	Iteration 28Q: 3 clusters Score -1.438731e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116089 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -14387360.000000 Penalty: 5805.458496
	Iteration 29Q: 3 clusters Score -1.438736e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116155 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -14387370.000000 Penalty: 5805.458496
	Iteration 30Q: 3 clusters Score -1.438737e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116207 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -14387372.000000 Penalty: 5805.458496
	Iteration 31Q: 3 clusters Score -1.438737e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116249 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -14387371.000000 Penalty: 5805.458496
	Iteration 32Q: 3 clusters Score -1.438737e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116280 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -14387364.000000 Penalty: 5805.458496
	Iteration 33Q: 3 clusters Score -1.438736e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116308 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -14387365.000000 Penalty: 5805.458496
	Iteration 34Q: 3 clusters Score -1.438736e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116334 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -14387369.000000 Penalty: 5805.458496
	Iteration 35Q: 3 clusters Score -1.438737e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116362 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -14387392.000000 Penalty: 5805.458496
	Iteration 36Q: 3 clusters Score -1.438739e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116386 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -14387398.000000 Penalty: 5805.458496
	Iteration 37Q: 3 clusters Score -1.43874e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116411 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -14387377.000000 Penalty: 5805.458496
	Iteration 38Q: 3 clusters Score -1.438738e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116440 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -14387388.000000 Penalty: 5805.458496
	Iteration 39Q: 3 clusters Score -1.438739e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116461 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -14387377.000000 Penalty: 5805.458496
	Iteration 40F: 3 clusters Score -1.438738e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116482 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -14387385.000000 Penalty: 5805.458496
	Iteration 41Q: 3 clusters Score -1.438738e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116499 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -14387391.000000 Penalty: 5805.458496
	Iteration 42Q: 3 clusters Score -1.438739e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116514 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -14387381.000000 Penalty: 5805.458496
	Iteration 43Q: 3 clusters Score -1.438738e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116525 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -14387380.000000 Penalty: 5805.458496
	Iteration 44Q: 3 clusters Score -1.438738e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116532 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -14387375.000000 Penalty: 5805.458496
	Iteration 45Q: 3 clusters Score -1.438738e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116538 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -14387382.000000 Penalty: 5805.458496
	Iteration 46Q: 3 clusters Score -1.438738e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116544 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -14387398.000000 Penalty: 5805.458496
	Iteration 47Q: 3 clusters Score -1.43874e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116556 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -14387393.000000 Penalty: 5805.458496
	Iteration 48Q: 3 clusters Score -1.438739e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116566 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -14387402.000000 Penalty: 5805.458496
	Iteration 49Q: 3 clusters Score -1.43874e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116572 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -14387399.000000 Penalty: 5805.458496
	Iteration 50Q: 3 clusters Score -1.43874e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116581 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -14387388.000000 Penalty: 5805.458496
	Iteration 51Q: 3 clusters Score -1.438739e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116587 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -14387378.000000 Penalty: 5805.458496
	Iteration 52Q: 3 clusters Score -1.438738e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116590 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -14387373.000000 Penalty: 5805.458496
	Iteration 53Q: 3 clusters Score -1.438737e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116595 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -14387384.000000 Penalty: 5805.458496
	Iteration 54Q: 3 clusters Score -1.438738e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116604 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -14387384.000000 Penalty: 5805.458496
	Iteration 55Q: 3 clusters Score -1.438738e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116613 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -14387369.000000 Penalty: 5805.458496
	Iteration 56Q: 3 clusters Score -1.438737e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116620 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -14387384.000000 Penalty: 5805.458496
	Iteration 57Q: 3 clusters Score -1.438738e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116624 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -14387386.000000 Penalty: 5805.458496
	Iteration 58Q: 3 clusters Score -1.438739e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116625 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -14387380.000000 Penalty: 5805.458496
	Iteration 59Q: 3 clusters Score -1.438738e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116626 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -14387381.000000 Penalty: 5805.458496
	Iteration 60F: 3 clusters Score -1.438738e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116625 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -14387378.000000 Penalty: 5805.458496
	Iteration 61Q: 3 clusters Score -1.438738e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116625 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -14387378.000000 Penalty: 5805.458496
	Iteration 62F: 3 clusters Score -1.438738e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (35330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35330 members 
Entering Unmasked Estep 
Score: -3886755.000000 Penalty: 2597.177002
	Iteration 0F: 2 clusters Score -3886755 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17511 members 
Mstep: Class 2 contains 17819 members 
Entering Unmasked Estep 
Score: -3862763.000000 Penalty: 5194.354004
	Iteration 0F: 3 clusters Score -3862763 nChanged 16114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16873 members 
Mstep: Class 2 contains 18457 members 
Entering Unmasked Estep 
Score: -3871835.250000 Penalty: 5194.354004
	Iteration 1F: 3 clusters Score -3871835 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16444 members 
Mstep: Class 2 contains 18886 members 
Entering Unmasked Estep 
Score: -3872655.250000 Penalty: 5194.354004
	Iteration 2F: 3 clusters Score -3872655 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15924 members 
Mstep: Class 2 contains 19406 members 
Entering Unmasked Estep 
Score: -3873498.250000 Penalty: 5194.354004
	Iteration 3F: 3 clusters Score -3873498 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15220 members 
Mstep: Class 2 contains 20110 members 
Entering Unmasked Estep 
Score: -3874417.750000 Penalty: 5194.354004
	Iteration 4F: 3 clusters Score -3874418 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14388 members 
Mstep: Class 2 contains 20942 members 
Entering Unmasked Estep 
Score: -3875358.500000 Penalty: 5194.354004
	Iteration 5F: 3 clusters Score -3875358 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13388 members 
Mstep: Class 2 contains 21942 members 
Entering Unmasked Estep 
Score: -3876284.250000 Penalty: 5194.354004
	Iteration 6Q: 3 clusters Score -3876284 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 23144 members 
Entering Unmasked Estep 
Score: -3877314.500000 Penalty: 5194.354004
	Iteration 7Q: 3 clusters Score -3877314 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 24444 members 
Entering Unmasked Estep 
Score: -3878340.250000 Penalty: 5194.354004
	Iteration 8Q: 3 clusters Score -3878340 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 25769 members 
Entering Unmasked Estep 
Score: -3879379.000000 Penalty: 5194.354004
	Iteration 9Q: 3 clusters Score -3879379 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 26963 members 
Entering Unmasked Estep 
Score: -3880299.000000 Penalty: 5194.354004
	Iteration 10Q: 3 clusters Score -3880299 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 27997 members 
Entering Unmasked Estep 
Score: -3881052.000000 Penalty: 5194.354004
	Iteration 11Q: 3 clusters Score -3881052 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 28900 members 
Entering Unmasked Estep 
Score: -3881649.750000 Penalty: 5194.354004
	Iteration 12Q: 3 clusters Score -3881650 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 29729 members 
Entering Unmasked Estep 
Score: -3882198.750000 Penalty: 5194.354004
	Iteration 13Q: 3 clusters Score -3882199 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 30422 members 
Entering Unmasked Estep 
Score: -3882596.500000 Penalty: 5194.354004
	Iteration 14Q: 3 clusters Score -3882596 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 31010 members 
Entering Unmasked Estep 
Score: -3882933.250000 Penalty: 5194.354004
	Iteration 15Q: 3 clusters Score -3882933 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 31517 members 
Entering Unmasked Estep 
Score: -3883220.750000 Penalty: 5194.354004
	Iteration 16Q: 3 clusters Score -3883221 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 31944 members 
Entering Unmasked Estep 
Score: -3883454.000000 Penalty: 5194.354004
	Iteration 17Q: 3 clusters Score -3883454 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 32282 members 
Entering Unmasked Estep 
Score: -3883648.250000 Penalty: 5194.354004
	Iteration 18Q: 3 clusters Score -3883648 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 32589 members 
Entering Unmasked Estep 
Score: -3883828.500000 Penalty: 5194.354004
	Iteration 19Q: 3 clusters Score -3883828 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 32859 members 
Entering Unmasked Estep 
Score: -3883990.750000 Penalty: 5194.354004
	Iteration 20F: 3 clusters Score -3883991 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 33087 members 
Entering Unmasked Estep 
Score: -3884141.750000 Penalty: 5194.354004
	Iteration 21Q: 3 clusters Score -3884142 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 33286 members 
Entering Unmasked Estep 
Score: -3884242.000000 Penalty: 5194.354004
	Iteration 22Q: 3 clusters Score -3884242 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 33466 members 
Entering Unmasked Estep 
Score: -3884340.500000 Penalty: 5194.354004
	Iteration 23Q: 3 clusters Score -3884340 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 33613 members 
Entering Unmasked Estep 
Score: -3884418.000000 Penalty: 5194.354004
	Iteration 24Q: 3 clusters Score -3884418 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 33733 members 
Entering Unmasked Estep 
Score: -3884489.750000 Penalty: 5194.354004
	Iteration 25Q: 3 clusters Score -3884490 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 33820 members 
Entering Unmasked Estep 
Score: -3884532.000000 Penalty: 5194.354004
	Iteration 26Q: 3 clusters Score -3884532 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 33881 members 
Entering Unmasked Estep 
Score: -3884562.250000 Penalty: 5194.354004
	Iteration 27Q: 3 clusters Score -3884562 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 33942 members 
Entering Unmasked Estep 
Score: -3884590.000000 Penalty: 5194.354004
	Iteration 28Q: 3 clusters Score -3884590 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 33996 members 
Entering Unmasked Estep 
Score: -3884615.750000 Penalty: 5194.354004
	Iteration 29Q: 3 clusters Score -3884616 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 34038 members 
Entering Unmasked Estep 
Score: -3884637.000000 Penalty: 5194.354004
	Iteration 30Q: 3 clusters Score -3884637 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 34074 members 
Entering Unmasked Estep 
Score: -3884650.000000 Penalty: 5194.354004
	Iteration 31Q: 3 clusters Score -3884650 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 34105 members 
Entering Unmasked Estep 
Score: -3884665.500000 Penalty: 5194.354004
	Iteration 32Q: 3 clusters Score -3884666 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 34125 members 
Entering Unmasked Estep 
Score: -3884673.500000 Penalty: 5194.354004
	Iteration 33Q: 3 clusters Score -3884674 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 34164 members 
Entering Unmasked Estep 
Score: -3884693.500000 Penalty: 5194.354004
	Iteration 34Q: 3 clusters Score -3884694 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 34192 members 
Entering Unmasked Estep 
Score: -3884710.500000 Penalty: 5194.354004
	Iteration 35Q: 3 clusters Score -3884710 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 34209 members 
Entering Unmasked Estep 
Score: -3884719.750000 Penalty: 5194.354004
	Iteration 36Q: 3 clusters Score -3884720 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 34221 members 
Entering Unmasked Estep 
Score: -3884720.500000 Penalty: 5194.354004
	Iteration 37Q: 3 clusters Score -3884720 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 34229 members 
Entering Unmasked Estep 
Score: -3884726.250000 Penalty: 5194.354004
	Iteration 38Q: 3 clusters Score -3884726 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 34245 members 
Entering Unmasked Estep 
Score: -3884728.500000 Penalty: 5194.354004
	Iteration 39Q: 3 clusters Score -3884728 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 34254 members 
Entering Unmasked Estep 
Score: -3884734.250000 Penalty: 5194.354004
	Iteration 40F: 3 clusters Score -3884734 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 34265 members 
Entering Unmasked Estep 
Score: -3884738.750000 Penalty: 5194.354004
	Iteration 41Q: 3 clusters Score -3884739 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 34278 members 
Entering Unmasked Estep 
Score: -3884744.500000 Penalty: 5194.354004
	Iteration 42Q: 3 clusters Score -3884744 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 34295 members 
Entering Unmasked Estep 
Score: -3884754.500000 Penalty: 5194.354004
	Iteration 43Q: 3 clusters Score -3884754 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 34306 members 
Entering Unmasked Estep 
Score: -3884765.500000 Penalty: 5194.354004
	Iteration 44Q: 3 clusters Score -3884766 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 34316 members 
Entering Unmasked Estep 
Score: -3884770.750000 Penalty: 5194.354004
	Iteration 45Q: 3 clusters Score -3884771 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 34323 members 
Entering Unmasked Estep 
Score: -3884779.250000 Penalty: 5194.354004
	Iteration 46Q: 3 clusters Score -3884779 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 34331 members 
Entering Unmasked Estep 
Score: -3884776.750000 Penalty: 5194.354004
	Iteration 47Q: 3 clusters Score -3884777 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 34339 members 
Entering Unmasked Estep 
Score: -3884777.250000 Penalty: 5194.354004
	Iteration 48Q: 3 clusters Score -3884777 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 34346 members 
Entering Unmasked Estep 
Score: -3884782.750000 Penalty: 5194.354004
	Iteration 49Q: 3 clusters Score -3884783 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 34349 members 
Entering Unmasked Estep 
Score: -3884783.500000 Penalty: 5194.354004
	Iteration 50Q: 3 clusters Score -3884784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 34351 members 
Entering Unmasked Estep 
Score: -3884786.250000 Penalty: 5194.354004
	Iteration 51Q: 3 clusters Score -3884786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 34355 members 
Entering Unmasked Estep 
Score: -3884785.000000 Penalty: 5194.354004
	Iteration 52Q: 3 clusters Score -3884785 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 34358 members 
Entering Unmasked Estep 
Score: -3884789.500000 Penalty: 5194.354004
	Iteration 53Q: 3 clusters Score -3884790 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 34363 members 
Entering Unmasked Estep 
Score: -3884789.500000 Penalty: 5194.354004
	Iteration 54Q: 3 clusters Score -3884790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 34365 members 
Entering Unmasked Estep 
Score: -3884792.250000 Penalty: 5194.354004
	Iteration 55Q: 3 clusters Score -3884792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 34366 members 
Entering Unmasked Estep 
Score: -3884795.250000 Penalty: 5194.354004
	Iteration 56Q: 3 clusters Score -3884795 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 34367 members 
Entering Unmasked Estep 
Score: -3884793.500000 Penalty: 5194.354004
	Iteration 57Q: 3 clusters Score -3884794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 34371 members 
Entering Unmasked Estep 
Score: -3884792.000000 Penalty: 5194.354004
	Iteration 58Q: 3 clusters Score -3884792 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 34371 members 
Entering Unmasked Estep 
Score: -3884792.000000 Penalty: 5194.354004
	Iteration 59F: 3 clusters Score -3884792 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Entering Unmasked Estep 
Score: -594861.375000 Penalty: 2143.187744
	Iteration 0F: 2 clusters Score -594861.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -589936.625000 Penalty: 4286.375488
	Iteration 0F: 3 clusters Score -589936.6 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -591268.875000 Penalty: 4286.375488
	Iteration 1F: 3 clusters Score -591268.9 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -591660.187500 Penalty: 4286.375488
	Iteration 2F: 3 clusters Score -591660.2 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -592072.000000 Penalty: 4286.375488
	Iteration 3F: 3 clusters Score -592072 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -592515.125000 Penalty: 4286.375488
	Iteration 4F: 3 clusters Score -592515.1 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -592862.312500 Penalty: 4286.375488
	Iteration 5F: 3 clusters Score -592862.3 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -593163.187500 Penalty: 4286.375488
	Iteration 6F: 3 clusters Score -593163.2 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -593407.562500 Penalty: 4286.375488
	Iteration 7Q: 3 clusters Score -593407.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -593563.125000 Penalty: 4286.375488
	Iteration 8Q: 3 clusters Score -593563.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -593723.687500 Penalty: 4286.375488
	Iteration 9Q: 3 clusters Score -593723.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -593859.625000 Penalty: 4286.375488
	Iteration 10Q: 3 clusters Score -593859.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -594009.750000 Penalty: 4286.375488
	Iteration 11Q: 3 clusters Score -594009.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -594152.750000 Penalty: 4286.375488
	Iteration 12Q: 3 clusters Score -594152.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -594266.062500 Penalty: 4286.375488
	Iteration 13Q: 3 clusters Score -594266.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -594362.500000 Penalty: 4286.375488
	Iteration 14Q: 3 clusters Score -594362.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -594428.687500 Penalty: 4286.375488
	Iteration 15Q: 3 clusters Score -594428.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -594488.375000 Penalty: 4286.375488
	Iteration 16Q: 3 clusters Score -594488.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -594531.562500 Penalty: 4286.375488
	Iteration 17Q: 3 clusters Score -594531.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -594562.625000 Penalty: 4286.375488
	Iteration 18Q: 3 clusters Score -594562.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -594586.250000 Penalty: 4286.375488
	Iteration 19Q: 3 clusters Score -594586.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -594604.875000 Penalty: 4286.375488
	Iteration 20F: 3 clusters Score -594604.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -594617.875000 Penalty: 4286.375488
	Iteration 21Q: 3 clusters Score -594617.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -594625.687500 Penalty: 4286.375488
	Iteration 22Q: 3 clusters Score -594625.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -594630.062500 Penalty: 4286.375488
	Iteration 23Q: 3 clusters Score -594630.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -594633.125000 Penalty: 4286.375488
	Iteration 24Q: 3 clusters Score -594633.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -594636.437500 Penalty: 4286.375488
	Iteration 25Q: 3 clusters Score -594636.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -594638.250000 Penalty: 4286.375488
	Iteration 26Q: 3 clusters Score -594638.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -594641.750000 Penalty: 4286.375488
	Iteration 27Q: 3 clusters Score -594641.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -594644.187500 Penalty: 4286.375488
	Iteration 28Q: 3 clusters Score -594644.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -594645.750000 Penalty: 4286.375488
	Iteration 29Q: 3 clusters Score -594645.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -594647.875000 Penalty: 4286.375488
	Iteration 30Q: 3 clusters Score -594647.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -594651.125000 Penalty: 4286.375488
	Iteration 31Q: 3 clusters Score -594651.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -594650.875000 Penalty: 4286.375488
	Iteration 32Q: 3 clusters Score -594650.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -594652.125000 Penalty: 4286.375488
	Iteration 33Q: 3 clusters Score -594652.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -594652.062500 Penalty: 4286.375488
	Iteration 34Q: 3 clusters Score -594652.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -594652.562500 Penalty: 4286.375488
	Iteration 35Q: 3 clusters Score -594652.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -594652.562500 Penalty: 4286.375488
	Iteration 36F: 3 clusters Score -594652.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (12934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12934 members 
Entering Unmasked Estep 
Score: -1537200.750000 Penalty: 2347.968506
	Iteration 0F: 2 clusters Score -1537201 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -1527669.500000 Penalty: 4695.937012
	Iteration 0F: 3 clusters Score -1527670 nChanged 5469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -1530668.375000 Penalty: 4695.937012
	Iteration 1F: 3 clusters Score -1530668 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -1531116.500000 Penalty: 4695.937012
	Iteration 2F: 3 clusters Score -1531116 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -1531557.375000 Penalty: 4695.937012
	Iteration 3F: 3 clusters Score -1531557 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -1531980.000000 Penalty: 4695.937012
	Iteration 4F: 3 clusters Score -1531980 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -1532422.500000 Penalty: 4695.937012
	Iteration 5F: 3 clusters Score -1532422 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -1532877.000000 Penalty: 4695.937012
	Iteration 6F: 3 clusters Score -1532877 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -1533332.750000 Penalty: 4695.937012
	Iteration 7F: 3 clusters Score -1533333 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -1533765.000000 Penalty: 4695.937012
	Iteration 8Q: 3 clusters Score -1533765 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -1534113.750000 Penalty: 4695.937012
	Iteration 9Q: 3 clusters Score -1534114 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -1534378.125000 Penalty: 4695.937012
	Iteration 10Q: 3 clusters Score -1534378 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 11441 members 
Entering Unmasked Estep 
Score: -1534572.625000 Penalty: 4695.937012
	Iteration 11Q: 3 clusters Score -1534573 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -1534750.000000 Penalty: 4695.937012
	Iteration 12Q: 3 clusters Score -1534750 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 11873 members 
Entering Unmasked Estep 
Score: -1534865.875000 Penalty: 4695.937012
	Iteration 13Q: 3 clusters Score -1534866 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 12016 members 
Entering Unmasked Estep 
Score: -1534981.000000 Penalty: 4695.937012
	Iteration 14Q: 3 clusters Score -1534981 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 12138 members 
Entering Unmasked Estep 
Score: -1535064.750000 Penalty: 4695.937012
	Iteration 15Q: 3 clusters Score -1535065 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 12212 members 
Entering Unmasked Estep 
Score: -1535130.250000 Penalty: 4695.937012
	Iteration 16Q: 3 clusters Score -1535130 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -1535184.875000 Penalty: 4695.937012
	Iteration 17Q: 3 clusters Score -1535185 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 12324 members 
Entering Unmasked Estep 
Score: -1535219.125000 Penalty: 4695.937012
	Iteration 18Q: 3 clusters Score -1535219 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 12352 members 
Entering Unmasked Estep 
Score: -1535240.875000 Penalty: 4695.937012
	Iteration 19Q: 3 clusters Score -1535241 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -1535259.500000 Penalty: 4695.937012
	Iteration 20F: 3 clusters Score -1535260 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 12378 members 
Entering Unmasked Estep 
Score: -1535274.875000 Penalty: 4695.937012
	Iteration 21Q: 3 clusters Score -1535275 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
Score: -1535286.250000 Penalty: 4695.937012
	Iteration 22Q: 3 clusters Score -1535286 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 12410 members 
Entering Unmasked Estep 
Score: -1535300.875000 Penalty: 4695.937012
	Iteration 23Q: 3 clusters Score -1535301 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -1535315.625000 Penalty: 4695.937012
	Iteration 24Q: 3 clusters Score -1535316 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 12436 members 
Entering Unmasked Estep 
Score: -1535325.625000 Penalty: 4695.937012
	Iteration 25Q: 3 clusters Score -1535326 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -1535331.500000 Penalty: 4695.937012
	Iteration 26Q: 3 clusters Score -1535332 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 12447 members 
Entering Unmasked Estep 
Score: -1535332.875000 Penalty: 4695.937012
	Iteration 27Q: 3 clusters Score -1535333 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -1535334.000000 Penalty: 4695.937012
	Iteration 28Q: 3 clusters Score -1535334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -1535334.125000 Penalty: 4695.937012
	Iteration 29Q: 3 clusters Score -1535334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -1535337.500000 Penalty: 4695.937012
	Iteration 30Q: 3 clusters Score -1535338 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 12458 members 
Entering Unmasked Estep 
Score: -1535344.500000 Penalty: 4695.937012
	Iteration 31Q: 3 clusters Score -1535344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 12459 members 
Entering Unmasked Estep 
Score: -1535345.625000 Penalty: 4695.937012
	Iteration 32Q: 3 clusters Score -1535346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 12458 members 
Entering Unmasked Estep 
Score: -1535346.625000 Penalty: 4695.937012
	Iteration 33Q: 3 clusters Score -1535347 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 12458 members 
Entering Unmasked Estep 
Score: -1535346.625000 Penalty: 4695.937012
	Iteration 34F: 3 clusters Score -1535347 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (14843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14843 members 
Entering Unmasked Estep 
Score: -1573142.000000 Penalty: 2382.110352
	Iteration 0F: 2 clusters Score -1573142 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -1562275.500000 Penalty: 4764.220703
	Iteration 0F: 3 clusters Score -1562276 nChanged 6445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -1565882.375000 Penalty: 4764.220703
	Iteration 1F: 3 clusters Score -1565882 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -1566502.750000 Penalty: 4764.220703
	Iteration 2F: 3 clusters Score -1566503 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -1567003.625000 Penalty: 4764.220703
	Iteration 3F: 3 clusters Score -1567004 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -1567462.250000 Penalty: 4764.220703
	Iteration 4F: 3 clusters Score -1567462 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -1567944.375000 Penalty: 4764.220703
	Iteration 5F: 3 clusters Score -1567944 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -1568472.500000 Penalty: 4764.220703
	Iteration 6F: 3 clusters Score -1568472 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -1569084.875000 Penalty: 4764.220703
	Iteration 7F: 3 clusters Score -1569085 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -1569815.125000 Penalty: 4764.220703
	Iteration 8Q: 3 clusters Score -1569815 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -1570543.625000 Penalty: 4764.220703
	Iteration 9Q: 3 clusters Score -1570544 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -1571115.625000 Penalty: 4764.220703
	Iteration 10Q: 3 clusters Score -1571116 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
Score: -1571578.750000 Penalty: 4764.220703
	Iteration 11Q: 3 clusters Score -1571579 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
Score: -1571953.375000 Penalty: 4764.220703
	Iteration 12Q: 3 clusters Score -1571953 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
Score: -1572209.875000 Penalty: 4764.220703
	Iteration 13Q: 3 clusters Score -1572210 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -1572419.625000 Penalty: 4764.220703
	Iteration 14Q: 3 clusters Score -1572420 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -1572528.500000 Penalty: 4764.220703
	Iteration 15Q: 3 clusters Score -1572528 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -1572587.250000 Penalty: 4764.220703
	Iteration 16Q: 3 clusters Score -1572587 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -1572612.625000 Penalty: 4764.220703
	Iteration 17Q: 3 clusters Score -1572613 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -1572637.000000 Penalty: 4764.220703
	Iteration 18Q: 3 clusters Score -1572637 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -1572660.500000 Penalty: 4764.220703
	Iteration 19Q: 3 clusters Score -1572660 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -1572672.125000 Penalty: 4764.220703
	Iteration 20F: 3 clusters Score -1572672 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -1572678.750000 Penalty: 4764.220703
	Iteration 21Q: 3 clusters Score -1572679 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -1572686.000000 Penalty: 4764.220703
	Iteration 22Q: 3 clusters Score -1572686 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -1572693.000000 Penalty: 4764.220703
	Iteration 23Q: 3 clusters Score -1572693 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -1572703.125000 Penalty: 4764.220703
	Iteration 24Q: 3 clusters Score -1572703 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -1572705.875000 Penalty: 4764.220703
	Iteration 25Q: 3 clusters Score -1572706 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -1572712.750000 Penalty: 4764.220703
	Iteration 26Q: 3 clusters Score -1572713 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -1572721.125000 Penalty: 4764.220703
	Iteration 27Q: 3 clusters Score -1572721 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -1572728.875000 Penalty: 4764.220703
	Iteration 28Q: 3 clusters Score -1572729 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -1572731.375000 Penalty: 4764.220703
	Iteration 29Q: 3 clusters Score -1572731 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -1572732.500000 Penalty: 4764.220703
	Iteration 30Q: 3 clusters Score -1572732 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -1572736.125000 Penalty: 4764.220703
	Iteration 31Q: 3 clusters Score -1572736 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -1572740.750000 Penalty: 4764.220703
	Iteration 32Q: 3 clusters Score -1572741 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -1572752.000000 Penalty: 4764.220703
	Iteration 33Q: 3 clusters Score -1572752 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -1572762.875000 Penalty: 4764.220703
	Iteration 34Q: 3 clusters Score -1572763 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -1572765.125000 Penalty: 4764.220703
	Iteration 35Q: 3 clusters Score -1572765 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -1572774.500000 Penalty: 4764.220703
	Iteration 36Q: 3 clusters Score -1572774 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -1572777.250000 Penalty: 4764.220703
	Iteration 37Q: 3 clusters Score -1572777 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -1572779.750000 Penalty: 4764.220703
	Iteration 38Q: 3 clusters Score -1572780 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -1572785.875000 Penalty: 4764.220703
	Iteration 39Q: 3 clusters Score -1572786 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -1572788.250000 Penalty: 4764.220703
	Iteration 40F: 3 clusters Score -1572788 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
Score: -1572792.500000 Penalty: 4764.220703
	Iteration 41Q: 3 clusters Score -1572792 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -1572798.375000 Penalty: 4764.220703
	Iteration 42Q: 3 clusters Score -1572798 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -1572804.625000 Penalty: 4764.220703
	Iteration 43Q: 3 clusters Score -1572805 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -1572808.375000 Penalty: 4764.220703
	Iteration 44Q: 3 clusters Score -1572808 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -1572805.500000 Penalty: 4764.220703
	Iteration 45Q: 3 clusters Score -1572806 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -1572810.125000 Penalty: 4764.220703
	Iteration 46Q: 3 clusters Score -1572810 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -1572816.000000 Penalty: 4764.220703
	Iteration 47Q: 3 clusters Score -1572816 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -1572820.875000 Penalty: 4764.220703
	Iteration 48Q: 3 clusters Score -1572821 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -1572829.250000 Penalty: 4764.220703
	Iteration 49Q: 3 clusters Score -1572829 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -1572832.375000 Penalty: 4764.220703
	Iteration 50Q: 3 clusters Score -1572832 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -1572836.750000 Penalty: 4764.220703
	Iteration 51Q: 3 clusters Score -1572837 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -1572845.125000 Penalty: 4764.220703
	Iteration 52Q: 3 clusters Score -1572845 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -1572849.375000 Penalty: 4764.220703
	Iteration 53Q: 3 clusters Score -1572849 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
Score: -1572852.250000 Penalty: 4764.220703
	Iteration 54Q: 3 clusters Score -1572852 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -1572851.250000 Penalty: 4764.220703
	Iteration 55Q: 3 clusters Score -1572851 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -1572858.625000 Penalty: 4764.220703
	Iteration 56Q: 3 clusters Score -1572859 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -1572856.625000 Penalty: 4764.220703
	Iteration 57Q: 3 clusters Score -1572857 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -1572858.375000 Penalty: 4764.220703
	Iteration 58Q: 3 clusters Score -1572858 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -1572856.000000 Penalty: 4764.220703
	Iteration 59Q: 3 clusters Score -1572856 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -1572861.875000 Penalty: 4764.220703
	Iteration 60F: 3 clusters Score -1572862 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -1572866.750000 Penalty: 4764.220703
	Iteration 61Q: 3 clusters Score -1572867 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -1572860.500000 Penalty: 4764.220703
	Iteration 62Q: 3 clusters Score -1572860 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -1572864.250000 Penalty: 4764.220703
	Iteration 63Q: 3 clusters Score -1572864 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -1572862.000000 Penalty: 4764.220703
	Iteration 64Q: 3 clusters Score -1572862 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -1572860.500000 Penalty: 4764.220703
	Iteration 65Q: 3 clusters Score -1572860 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -1572862.000000 Penalty: 4764.220703
	Iteration 66Q: 3 clusters Score -1572862 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -1572866.625000 Penalty: 4764.220703
	Iteration 67Q: 3 clusters Score -1572867 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -1572874.250000 Penalty: 4764.220703
	Iteration 68Q: 3 clusters Score -1572874 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -1572874.125000 Penalty: 4764.220703
	Iteration 69Q: 3 clusters Score -1572874 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -1572876.750000 Penalty: 4764.220703
	Iteration 70Q: 3 clusters Score -1572877 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -1572877.750000 Penalty: 4764.220703
	Iteration 71Q: 3 clusters Score -1572878 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -1572878.125000 Penalty: 4764.220703
	Iteration 72Q: 3 clusters Score -1572878 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -1572876.500000 Penalty: 4764.220703
	Iteration 73Q: 3 clusters Score -1572876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -1572876.375000 Penalty: 4764.220703
	Iteration 74Q: 3 clusters Score -1572876 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -1572876.375000 Penalty: 4764.220703
	Iteration 75F: 3 clusters Score -1572876 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (226575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226575 members 
Entering Unmasked Estep 
Score: -26834458.000000 Penalty: 3058.046143
	Iteration 0F: 2 clusters Score -2.683446e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113447 members 
Mstep: Class 2 contains 113128 members 
Entering Unmasked Estep 
Score: -26682742.000000 Penalty: 6116.092285
	Iteration 0F: 3 clusters Score -2.668274e+07 nChanged 109402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116941 members 
Mstep: Class 2 contains 109634 members 
Entering Unmasked Estep 
Score: -26747670.000000 Penalty: 6116.092285
	Iteration 1F: 3 clusters Score -2.674767e+07 nChanged 6307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119282 members 
Mstep: Class 2 contains 107293 members 
Entering Unmasked Estep 
Score: -26749100.000000 Penalty: 6116.092285
	Iteration 2Q: 3 clusters Score -2.67491e+07 nChanged 6997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122941 members 
Mstep: Class 2 contains 103634 members 
Entering Unmasked Estep 
Score: -26750750.000000 Penalty: 6116.092285
	Iteration 3Q: 3 clusters Score -2.675075e+07 nChanged 8144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128449 members 
Mstep: Class 2 contains 98126 members 
Entering Unmasked Estep 
Score: -26753316.000000 Penalty: 6116.092285
	Iteration 4Q: 3 clusters Score -2.675332e+07 nChanged 9934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136499 members 
Mstep: Class 2 contains 90076 members 
Entering Unmasked Estep 
Score: -26757342.000000 Penalty: 6116.092285
	Iteration 5Q: 3 clusters Score -2.675734e+07 nChanged 12376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147793 members 
Mstep: Class 2 contains 78782 members 
Entering Unmasked Estep 
Score: -26764082.000000 Penalty: 6116.092285
	Iteration 6F: 3 clusters Score -2.676408e+07 nChanged 15311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162610 members 
Mstep: Class 2 contains 63965 members 
Entering Unmasked Estep 
Score: -26774876.000000 Penalty: 6116.092285
	Iteration 7F: 3 clusters Score -2.677488e+07 nChanged 17313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179781 members 
Mstep: Class 2 contains 46794 members 
Entering Unmasked Estep 
Score: -26788924.000000 Penalty: 6116.092285
	Iteration 8F: 3 clusters Score -2.678892e+07 nChanged 16639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196384 members 
Mstep: Class 2 contains 30191 members 
Entering Unmasked Estep 
Score: -26804046.000000 Penalty: 6116.092285
	Iteration 9F: 3 clusters Score -2.680405e+07 nChanged 13203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209579 members 
Mstep: Class 2 contains 16996 members 
Entering Unmasked Estep 
Score: -26816334.000000 Penalty: 6116.092285
	Iteration 10F: 3 clusters Score -2.681633e+07 nChanged 8849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218428 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -26824438.000000 Penalty: 6116.092285
	Iteration 11Q: 3 clusters Score -2.682444e+07 nChanged 4797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223223 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -26828754.000000 Penalty: 6116.092285
	Iteration 12Q: 3 clusters Score -2.682875e+07 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225291 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -26830654.000000 Penalty: 6116.092285
	Iteration 13Q: 3 clusters Score -2.683065e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226020 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -26831350.000000 Penalty: 6116.092285
	Iteration 14Q: 3 clusters Score -2.683135e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226199 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -26831572.000000 Penalty: 6116.092285
	Iteration 15Q: 3 clusters Score -2.683157e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226250 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -26831628.000000 Penalty: 6116.092285
	Iteration 16Q: 3 clusters Score -2.683163e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226274 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -26831650.000000 Penalty: 6116.092285
	Iteration 17Q: 3 clusters Score -2.683165e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226282 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -26831684.000000 Penalty: 6116.092285
	Iteration 18Q: 3 clusters Score -2.683168e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226290 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -26831714.000000 Penalty: 6116.092285
	Iteration 19Q: 3 clusters Score -2.683171e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226302 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -26831738.000000 Penalty: 6116.092285
	Iteration 20F: 3 clusters Score -2.683174e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226309 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -26831748.000000 Penalty: 6116.092285
	Iteration 21Q: 3 clusters Score -2.683175e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226309 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -26831742.000000 Penalty: 6116.092285
	Iteration 22Q: 3 clusters Score -2.683174e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226310 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -26831732.000000 Penalty: 6116.092285
	Iteration 23Q: 3 clusters Score -2.683173e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226311 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -26831742.000000 Penalty: 6116.092285
	Iteration 24Q: 3 clusters Score -2.683174e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226314 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -26831748.000000 Penalty: 6116.092285
	Iteration 25Q: 3 clusters Score -2.683175e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226315 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -26831734.000000 Penalty: 6116.092285
	Iteration 26Q: 3 clusters Score -2.683173e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226315 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -26831750.000000 Penalty: 6116.092285
	Iteration 27Q: 3 clusters Score -2.683175e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226315 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -26831750.000000 Penalty: 6116.092285
	Iteration 28F: 3 clusters Score -2.683175e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (26509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26509 members 
Entering Unmasked Estep 
Score: -3049428.750000 Penalty: 2525.939453
	Iteration 0F: 2 clusters Score -3049429 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Mstep: Class 2 contains 13214 members 
Entering Unmasked Estep 
Score: -3031274.750000 Penalty: 5051.878906
	Iteration 0F: 3 clusters Score -3031275 nChanged 11832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13961 members 
Mstep: Class 2 contains 12548 members 
Entering Unmasked Estep 
Score: -3038155.250000 Penalty: 5051.878906
	Iteration 1F: 3 clusters Score -3038155 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14604 members 
Mstep: Class 2 contains 11905 members 
Entering Unmasked Estep 
Score: -3039940.250000 Penalty: 5051.878906
	Iteration 2F: 3 clusters Score -3039940 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15711 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -3042829.500000 Penalty: 5051.878906
	Iteration 3F: 3 clusters Score -3042830 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17213 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -3045675.000000 Penalty: 5051.878906
	Iteration 4F: 3 clusters Score -3045675 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18614 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -3047479.250000 Penalty: 5051.878906
	Iteration 5F: 3 clusters Score -3047479 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19701 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -3048452.500000 Penalty: 5051.878906
	Iteration 6F: 3 clusters Score -3048452 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20562 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -3049031.000000 Penalty: 5051.878906
	Iteration 7Q: 3 clusters Score -3049031 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21253 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -3049460.500000 Penalty: 5051.878906
	Iteration 8Q: 3 clusters Score -3049460 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21813 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -3049725.000000 Penalty: 5051.878906
	Iteration 9Q: 3 clusters Score -3049725 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22247 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -3049931.250000 Penalty: 5051.878906
	Iteration 10Q: 3 clusters Score -3049931 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22572 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -3050102.750000 Penalty: 5051.878906
	Iteration 11Q: 3 clusters Score -3050103 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22849 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -3050211.000000 Penalty: 5051.878906
	Iteration 12Q: 3 clusters Score -3050211 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23085 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -3050318.500000 Penalty: 5051.878906
	Iteration 13Q: 3 clusters Score -3050318 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23254 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -3050381.250000 Penalty: 5051.878906
	Iteration 14Q: 3 clusters Score -3050381 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23389 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -3050415.000000 Penalty: 5051.878906
	Iteration 15Q: 3 clusters Score -3050415 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23487 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -3050423.000000 Penalty: 5051.878906
	Iteration 16Q: 3 clusters Score -3050423 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23559 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -3050440.000000 Penalty: 5051.878906
	Iteration 17Q: 3 clusters Score -3050440 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23604 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -3050448.000000 Penalty: 5051.878906
	Iteration 18Q: 3 clusters Score -3050448 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23653 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -3050456.250000 Penalty: 5051.878906
	Iteration 19Q: 3 clusters Score -3050456 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23685 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -3050465.250000 Penalty: 5051.878906
	Iteration 20F: 3 clusters Score -3050465 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23709 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -3050470.750000 Penalty: 5051.878906
	Iteration 21Q: 3 clusters Score -3050471 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23736 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -3050476.500000 Penalty: 5051.878906
	Iteration 22Q: 3 clusters Score -3050476 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23752 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -3050476.750000 Penalty: 5051.878906
	Iteration 23Q: 3 clusters Score -3050477 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23764 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -3050485.250000 Penalty: 5051.878906
	Iteration 24Q: 3 clusters Score -3050485 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23778 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -3050487.000000 Penalty: 5051.878906
	Iteration 25Q: 3 clusters Score -3050487 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23791 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -3050480.000000 Penalty: 5051.878906
	Iteration 26Q: 3 clusters Score -3050480 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23802 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -3050488.250000 Penalty: 5051.878906
	Iteration 27Q: 3 clusters Score -3050488 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23808 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -3050486.500000 Penalty: 5051.878906
	Iteration 28Q: 3 clusters Score -3050486 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23814 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -3050487.250000 Penalty: 5051.878906
	Iteration 29Q: 3 clusters Score -3050487 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23820 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -3050492.250000 Penalty: 5051.878906
	Iteration 30Q: 3 clusters Score -3050492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23822 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -3050490.000000 Penalty: 5051.878906
	Iteration 31Q: 3 clusters Score -3050490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23825 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -3050490.000000 Penalty: 5051.878906
	Iteration 32Q: 3 clusters Score -3050490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23829 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -3050495.750000 Penalty: 5051.878906
	Iteration 33Q: 3 clusters Score -3050496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23835 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -3050502.250000 Penalty: 5051.878906
	Iteration 34Q: 3 clusters Score -3050502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23837 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -3050500.500000 Penalty: 5051.878906
	Iteration 35Q: 3 clusters Score -3050500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23840 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -3050497.500000 Penalty: 5051.878906
	Iteration 36Q: 3 clusters Score -3050498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23842 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -3050499.000000 Penalty: 5051.878906
	Iteration 37Q: 3 clusters Score -3050499 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23842 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -3050499.000000 Penalty: 5051.878906
	Iteration 38F: 3 clusters Score -3050499 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 35689 members 
Mstep: Class 3 contains 2546 members 
Mstep: Class 4 contains 215077 members 
Mstep: Class 5 contains 15234 members 
Mstep: Class 6 contains 33447 members 
Mstep: Class 7 contains 1315 members 
Mstep: Class 8 contains 68349 members 
Mstep: Class 9 contains 43606 members 
Mstep: Class 10 contains 237160 members 
Mstep: Class 11 contains 18333 members 
Mstep: Class 12 contains 227 members 
Mstep: Class 13 contains 1799 members 
Mstep: Class 14 contains 121122 members 
Mstep: Class 15 contains 35330 members 
Mstep: Class 16 contains 5664 members 
Mstep: Class 17 contains 12934 members 
Mstep: Class 18 contains 14843 members 
Mstep: Class 19 contains 226575 members 
Mstep: Class 20 contains 23842 members 
Mstep: Class 21 contains 4976 members 
Mstep: Class 22 contains 17014 members 
Mstep: Class 23 contains 84968 members 
Mstep: Class 24 contains 8971 members 
Mstep: Class 25 contains 1108 members 
Mstep: Class 26 contains 4863 members 
Mstep: Class 27 contains 10120 members 
Mstep: Class 28 contains 4505 members 
Mstep: Class 29 contains 19842 members 
Mstep: Class 30 contains 3403 members 
Mstep: Class 31 contains 80904 members 
Mstep: Class 32 contains 924 members 
Mstep: Class 33 contains 2667 members 
Entering Unmasked Estep 
Score: -155642144.000000 Penalty: 115584.085938
Splitting cluster 20 changes total score from -155641248.000000 to -155642144.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 21 (4976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Entering Unmasked Estep 
Score: -560113.187500 Penalty: 2111.070557
	Iteration 0F: 2 clusters Score -560113.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -555596.125000 Penalty: 4222.141113
	Iteration 0F: 3 clusters Score -555596.1 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -557068.125000 Penalty: 4222.141113
	Iteration 1F: 3 clusters Score -557068.1 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -557684.125000 Penalty: 4222.141113
	Iteration 2F: 3 clusters Score -557684.1 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -558209.562500 Penalty: 4222.141113
	Iteration 3F: 3 clusters Score -558209.6 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -558704.875000 Penalty: 4222.141113
	Iteration 4F: 3 clusters Score -558704.9 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -559098.812500 Penalty: 4222.141113
	Iteration 5F: 3 clusters Score -559098.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -559366.875000 Penalty: 4222.141113
	Iteration 6Q: 3 clusters Score -559366.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -559558.625000 Penalty: 4222.141113
	Iteration 7Q: 3 clusters Score -559558.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -559703.125000 Penalty: 4222.141113
	Iteration 8Q: 3 clusters Score -559703.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -559792.062500 Penalty: 4222.141113
	Iteration 9Q: 3 clusters Score -559792.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -559839.687500 Penalty: 4222.141113
	Iteration 10Q: 3 clusters Score -559839.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -559862.187500 Penalty: 4222.141113
	Iteration 11Q: 3 clusters Score -559862.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -559878.375000 Penalty: 4222.141113
	Iteration 12Q: 3 clusters Score -559878.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -559883.062500 Penalty: 4222.141113
	Iteration 13Q: 3 clusters Score -559883.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -559889.750000 Penalty: 4222.141113
	Iteration 14Q: 3 clusters Score -559889.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -559891.437500 Penalty: 4222.141113
	Iteration 15Q: 3 clusters Score -559891.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -559892.125000 Penalty: 4222.141113
	Iteration 16Q: 3 clusters Score -559892.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -559895.000000 Penalty: 4222.141113
	Iteration 17Q: 3 clusters Score -559895 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -559899.312500 Penalty: 4222.141113
	Iteration 18Q: 3 clusters Score -559899.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -559901.562500 Penalty: 4222.141113
	Iteration 19Q: 3 clusters Score -559901.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -559903.125000 Penalty: 4222.141113
	Iteration 20F: 3 clusters Score -559903.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (17014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17014 members 
Entering Unmasked Estep 
Score: -1970699.375000 Penalty: 2415.964355
	Iteration 0F: 2 clusters Score -1970699 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -1958566.125000 Penalty: 4831.928711
	Iteration 0F: 3 clusters Score -1958566 nChanged 7456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -1962763.250000 Penalty: 4831.928711
	Iteration 1F: 3 clusters Score -1962763 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -1963490.875000 Penalty: 4831.928711
	Iteration 2F: 3 clusters Score -1963491 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -1964213.375000 Penalty: 4831.928711
	Iteration 3F: 3 clusters Score -1964213 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -1964857.375000 Penalty: 4831.928711
	Iteration 4F: 3 clusters Score -1964857 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -1965490.750000 Penalty: 4831.928711
	Iteration 5F: 3 clusters Score -1965491 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 11363 members 
Entering Unmasked Estep 
Score: -1966067.875000 Penalty: 4831.928711
	Iteration 6F: 3 clusters Score -1966068 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 11910 members 
Entering Unmasked Estep 
Score: -1966630.500000 Penalty: 4831.928711
	Iteration 7Q: 3 clusters Score -1966630 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -1967166.375000 Penalty: 4831.928711
	Iteration 8Q: 3 clusters Score -1967166 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 12876 members 
Entering Unmasked Estep 
Score: -1967651.125000 Penalty: 4831.928711
	Iteration 9Q: 3 clusters Score -1967651 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
Score: -1968016.125000 Penalty: 4831.928711
	Iteration 10Q: 3 clusters Score -1968016 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 13484 members 
Entering Unmasked Estep 
Score: -1968267.250000 Penalty: 4831.928711
	Iteration 11Q: 3 clusters Score -1968267 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 13686 members 
Entering Unmasked Estep 
Score: -1968461.000000 Penalty: 4831.928711
	Iteration 12Q: 3 clusters Score -1968461 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 13856 members 
Entering Unmasked Estep 
Score: -1968592.875000 Penalty: 4831.928711
	Iteration 13Q: 3 clusters Score -1968593 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 14010 members 
Entering Unmasked Estep 
Score: -1968688.125000 Penalty: 4831.928711
	Iteration 14Q: 3 clusters Score -1968688 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 14127 members 
Entering Unmasked Estep 
Score: -1968747.500000 Penalty: 4831.928711
	Iteration 15Q: 3 clusters Score -1968748 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 14233 members 
Entering Unmasked Estep 
Score: -1968780.500000 Penalty: 4831.928711
	Iteration 16Q: 3 clusters Score -1968780 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 14319 members 
Entering Unmasked Estep 
Score: -1968818.875000 Penalty: 4831.928711
	Iteration 17Q: 3 clusters Score -1968819 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 14401 members 
Entering Unmasked Estep 
Score: -1968860.500000 Penalty: 4831.928711
	Iteration 18Q: 3 clusters Score -1968860 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 14462 members 
Entering Unmasked Estep 
Score: -1968881.750000 Penalty: 4831.928711
	Iteration 19Q: 3 clusters Score -1968882 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 14518 members 
Entering Unmasked Estep 
Score: -1968901.125000 Penalty: 4831.928711
	Iteration 20F: 3 clusters Score -1968901 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 14577 members 
Entering Unmasked Estep 
Score: -1968921.375000 Penalty: 4831.928711
	Iteration 21Q: 3 clusters Score -1968921 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 14626 members 
Entering Unmasked Estep 
Score: -1968937.125000 Penalty: 4831.928711
	Iteration 22Q: 3 clusters Score -1968937 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 14669 members 
Entering Unmasked Estep 
Score: -1968946.500000 Penalty: 4831.928711
	Iteration 23Q: 3 clusters Score -1968946 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 14706 members 
Entering Unmasked Estep 
Score: -1968955.375000 Penalty: 4831.928711
	Iteration 24Q: 3 clusters Score -1968955 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 14733 members 
Entering Unmasked Estep 
Score: -1968958.875000 Penalty: 4831.928711
	Iteration 25Q: 3 clusters Score -1968959 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 14765 members 
Entering Unmasked Estep 
Score: -1968966.250000 Penalty: 4831.928711
	Iteration 26Q: 3 clusters Score -1968966 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 14796 members 
Entering Unmasked Estep 
Score: -1968977.375000 Penalty: 4831.928711
	Iteration 27Q: 3 clusters Score -1968977 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 14824 members 
Entering Unmasked Estep 
Score: -1968979.000000 Penalty: 4831.928711
	Iteration 28Q: 3 clusters Score -1968979 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 14847 members 
Entering Unmasked Estep 
Score: -1968991.500000 Penalty: 4831.928711
	Iteration 29Q: 3 clusters Score -1968992 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 14871 members 
Entering Unmasked Estep 
Score: -1968995.125000 Penalty: 4831.928711
	Iteration 30Q: 3 clusters Score -1968995 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 14899 members 
Entering Unmasked Estep 
Score: -1969002.500000 Penalty: 4831.928711
	Iteration 31Q: 3 clusters Score -1969002 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 14924 members 
Entering Unmasked Estep 
Score: -1969002.500000 Penalty: 4831.928711
	Iteration 32Q: 3 clusters Score -1969002 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 14946 members 
Entering Unmasked Estep 
Score: -1969006.625000 Penalty: 4831.928711
	Iteration 33Q: 3 clusters Score -1969007 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 14962 members 
Entering Unmasked Estep 
Score: -1969007.875000 Penalty: 4831.928711
	Iteration 34Q: 3 clusters Score -1969008 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 14976 members 
Entering Unmasked Estep 
Score: -1969014.375000 Penalty: 4831.928711
	Iteration 35Q: 3 clusters Score -1969014 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 14992 members 
Entering Unmasked Estep 
Score: -1969021.375000 Penalty: 4831.928711
	Iteration 36Q: 3 clusters Score -1969021 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 15009 members 
Entering Unmasked Estep 
Score: -1969022.875000 Penalty: 4831.928711
	Iteration 37Q: 3 clusters Score -1969023 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 15026 members 
Entering Unmasked Estep 
Score: -1969024.000000 Penalty: 4831.928711
	Iteration 38Q: 3 clusters Score -1969024 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 15043 members 
Entering Unmasked Estep 
Score: -1969025.250000 Penalty: 4831.928711
	Iteration 39Q: 3 clusters Score -1969025 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 15052 members 
Entering Unmasked Estep 
Score: -1969027.750000 Penalty: 4831.928711
	Iteration 40F: 3 clusters Score -1969028 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 15064 members 
Entering Unmasked Estep 
Score: -1969031.875000 Penalty: 4831.928711
	Iteration 41Q: 3 clusters Score -1969032 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 15077 members 
Entering Unmasked Estep 
Score: -1969038.125000 Penalty: 4831.928711
	Iteration 42Q: 3 clusters Score -1969038 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 15091 members 
Entering Unmasked Estep 
Score: -1969039.375000 Penalty: 4831.928711
	Iteration 43Q: 3 clusters Score -1969039 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 15102 members 
Entering Unmasked Estep 
Score: -1969040.125000 Penalty: 4831.928711
	Iteration 44Q: 3 clusters Score -1969040 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 15114 members 
Entering Unmasked Estep 
Score: -1969042.875000 Penalty: 4831.928711
	Iteration 45Q: 3 clusters Score -1969043 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 15122 members 
Entering Unmasked Estep 
Score: -1969048.250000 Penalty: 4831.928711
	Iteration 46Q: 3 clusters Score -1969048 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 15131 members 
Entering Unmasked Estep 
Score: -1969050.625000 Penalty: 4831.928711
	Iteration 47Q: 3 clusters Score -1969051 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 15142 members 
Entering Unmasked Estep 
Score: -1969051.500000 Penalty: 4831.928711
	Iteration 48Q: 3 clusters Score -1969052 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 15152 members 
Entering Unmasked Estep 
Score: -1969055.750000 Penalty: 4831.928711
	Iteration 49Q: 3 clusters Score -1969056 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 15160 members 
Entering Unmasked Estep 
Score: -1969060.375000 Penalty: 4831.928711
	Iteration 50Q: 3 clusters Score -1969060 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 15168 members 
Entering Unmasked Estep 
Score: -1969063.625000 Penalty: 4831.928711
	Iteration 51Q: 3 clusters Score -1969064 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 15174 members 
Entering Unmasked Estep 
Score: -1969064.500000 Penalty: 4831.928711
	Iteration 52Q: 3 clusters Score -1969064 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 15179 members 
Entering Unmasked Estep 
Score: -1969065.750000 Penalty: 4831.928711
	Iteration 53Q: 3 clusters Score -1969066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 15180 members 
Entering Unmasked Estep 
Score: -1969064.625000 Penalty: 4831.928711
	Iteration 54Q: 3 clusters Score -1969065 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 15183 members 
Entering Unmasked Estep 
Score: -1969065.000000 Penalty: 4831.928711
	Iteration 55Q: 3 clusters Score -1969065 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 15186 members 
Entering Unmasked Estep 
Score: -1969064.375000 Penalty: 4831.928711
	Iteration 56Q: 3 clusters Score -1969064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 15188 members 
Entering Unmasked Estep 
Score: -1969064.625000 Penalty: 4831.928711
	Iteration 57Q: 3 clusters Score -1969065 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 15188 members 
Entering Unmasked Estep 
Score: -1969064.625000 Penalty: 4831.928711
	Iteration 58F: 3 clusters Score -1969065 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (84968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84968 members 
Entering Unmasked Estep 
Score: -10033049.000000 Penalty: 2814.807373
	Iteration 0F: 2 clusters Score -1.003305e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42553 members 
Mstep: Class 2 contains 42415 members 
Entering Unmasked Estep 
Score: -9976142.000000 Penalty: 5629.614746
	Iteration 0F: 3 clusters Score -9976142 nChanged 39839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43252 members 
Mstep: Class 2 contains 41716 members 
Entering Unmasked Estep 
Score: -9998768.000000 Penalty: 5629.614746
	Iteration 1F: 3 clusters Score -9998768 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43666 members 
Mstep: Class 2 contains 41302 members 
Entering Unmasked Estep 
Score: -9999271.000000 Penalty: 5629.614746
	Iteration 2Q: 3 clusters Score -9999271 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44289 members 
Mstep: Class 2 contains 40679 members 
Entering Unmasked Estep 
Score: -9999738.000000 Penalty: 5629.614746
	Iteration 3Q: 3 clusters Score -9999738 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45182 members 
Mstep: Class 2 contains 39786 members 
Entering Unmasked Estep 
Score: -10000157.000000 Penalty: 5629.614746
	Iteration 4Q: 3 clusters Score -1.000016e+07 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46531 members 
Mstep: Class 2 contains 38437 members 
Entering Unmasked Estep 
Score: -10000662.000000 Penalty: 5629.614746
	Iteration 5Q: 3 clusters Score -1.000066e+07 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48483 members 
Mstep: Class 2 contains 36485 members 
Entering Unmasked Estep 
Score: -10001364.000000 Penalty: 5629.614746
	Iteration 6Q: 3 clusters Score -1.000136e+07 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51377 members 
Mstep: Class 2 contains 33591 members 
Entering Unmasked Estep 
Score: -10002516.000000 Penalty: 5629.614746
	Iteration 7Q: 3 clusters Score -1.000252e+07 nChanged 4241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55510 members 
Mstep: Class 2 contains 29458 members 
Entering Unmasked Estep 
Score: -10004588.000000 Penalty: 5629.614746
	Iteration 8Q: 3 clusters Score -1.000459e+07 nChanged 5754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61244 members 
Mstep: Class 2 contains 23724 members 
Entering Unmasked Estep 
Score: -10008388.000000 Penalty: 5629.614746
	Iteration 9F: 3 clusters Score -1.000839e+07 nChanged 7205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68441 members 
Mstep: Class 2 contains 16527 members 
Entering Unmasked Estep 
Score: -10014548.000000 Penalty: 5629.614746
	Iteration 10F: 3 clusters Score -1.001455e+07 nChanged 7388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75829 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -10021635.000000 Penalty: 5629.614746
	Iteration 11F: 3 clusters Score -1.002164e+07 nChanged 5295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81124 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -10026813.000000 Penalty: 5629.614746
	Iteration 12F: 3 clusters Score -1.002681e+07 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83661 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -10029282.000000 Penalty: 5629.614746
	Iteration 13Q: 3 clusters Score -1.002928e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84481 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -10030119.000000 Penalty: 5629.614746
	Iteration 14Q: 3 clusters Score -1.003012e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84673 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -10030359.000000 Penalty: 5629.614746
	Iteration 15Q: 3 clusters Score -1.003036e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84712 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -10030426.000000 Penalty: 5629.614746
	Iteration 16Q: 3 clusters Score -1.003043e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84736 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -10030475.000000 Penalty: 5629.614746
	Iteration 17Q: 3 clusters Score -1.003048e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84751 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -10030505.000000 Penalty: 5629.614746
	Iteration 18Q: 3 clusters Score -1.00305e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84755 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -10030504.000000 Penalty: 5629.614746
	Iteration 19Q: 3 clusters Score -1.00305e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84760 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -10030522.000000 Penalty: 5629.614746
	Iteration 20F: 3 clusters Score -1.003052e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84762 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -10030537.000000 Penalty: 5629.614746
	Iteration 21Q: 3 clusters Score -1.003054e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84764 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -10030533.000000 Penalty: 5629.614746
	Iteration 22Q: 3 clusters Score -1.003053e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84765 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -10030542.000000 Penalty: 5629.614746
	Iteration 23Q: 3 clusters Score -1.003054e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84766 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -10030541.000000 Penalty: 5629.614746
	Iteration 24Q: 3 clusters Score -1.003054e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84767 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -10030546.000000 Penalty: 5629.614746
	Iteration 25Q: 3 clusters Score -1.003055e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84768 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -10030545.000000 Penalty: 5629.614746
	Iteration 26Q: 3 clusters Score -1.003054e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84768 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -10030545.000000 Penalty: 5629.614746
	Iteration 27F: 3 clusters Score -1.003054e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (8971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Entering Unmasked Estep 
Score: -1002524.937500 Penalty: 2257.234619
	Iteration 0F: 2 clusters Score -1002525 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -995465.687500 Penalty: 4514.469238
	Iteration 0F: 3 clusters Score -995465.7 nChanged 3684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -997362.375000 Penalty: 4514.469238
	Iteration 1F: 3 clusters Score -997362.4 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -997622.312500 Penalty: 4514.469238
	Iteration 2F: 3 clusters Score -997622.3 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -997807.125000 Penalty: 4514.469238
	Iteration 3Q: 3 clusters Score -997807.1 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -997946.000000 Penalty: 4514.469238
	Iteration 4Q: 3 clusters Score -997946 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -998054.937500 Penalty: 4514.469238
	Iteration 5Q: 3 clusters Score -998054.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -998158.937500 Penalty: 4514.469238
	Iteration 6Q: 3 clusters Score -998158.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -998263.312500 Penalty: 4514.469238
	Iteration 7Q: 3 clusters Score -998263.3 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -998373.812500 Penalty: 4514.469238
	Iteration 8Q: 3 clusters Score -998373.8 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -998511.437500 Penalty: 4514.469238
	Iteration 9Q: 3 clusters Score -998511.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -998631.562500 Penalty: 4514.469238
	Iteration 10Q: 3 clusters Score -998631.6 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -998771.875000 Penalty: 4514.469238
	Iteration 11Q: 3 clusters Score -998771.9 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -998963.062500 Penalty: 4514.469238
	Iteration 12Q: 3 clusters Score -998963.1 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -999220.187500 Penalty: 4514.469238
	Iteration 13Q: 3 clusters Score -999220.2 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -999447.125000 Penalty: 4514.469238
	Iteration 14Q: 3 clusters Score -999447.1 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -999660.125000 Penalty: 4514.469238
	Iteration 15Q: 3 clusters Score -999660.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -999840.375000 Penalty: 4514.469238
	Iteration 16Q: 3 clusters Score -999840.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -999998.875000 Penalty: 4514.469238
	Iteration 17Q: 3 clusters Score -999998.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -1000145.687500 Penalty: 4514.469238
	Iteration 18Q: 3 clusters Score -1000146 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -1000274.812500 Penalty: 4514.469238
	Iteration 19Q: 3 clusters Score -1000275 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -1000349.437500 Penalty: 4514.469238
	Iteration 20F: 3 clusters Score -1000349 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -1000408.812500 Penalty: 4514.469238
	Iteration 21Q: 3 clusters Score -1000409 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -1000446.687500 Penalty: 4514.469238
	Iteration 22Q: 3 clusters Score -1000447 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -1000467.562500 Penalty: 4514.469238
	Iteration 23Q: 3 clusters Score -1000468 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -1000491.875000 Penalty: 4514.469238
	Iteration 24Q: 3 clusters Score -1000492 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -1000514.375000 Penalty: 4514.469238
	Iteration 25Q: 3 clusters Score -1000514 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -1000528.125000 Penalty: 4514.469238
	Iteration 26Q: 3 clusters Score -1000528 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -1000542.312500 Penalty: 4514.469238
	Iteration 27Q: 3 clusters Score -1000542 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -1000555.125000 Penalty: 4514.469238
	Iteration 28Q: 3 clusters Score -1000555 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -1000568.750000 Penalty: 4514.469238
	Iteration 29Q: 3 clusters Score -1000569 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -1000576.750000 Penalty: 4514.469238
	Iteration 30Q: 3 clusters Score -1000577 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -1000584.750000 Penalty: 4514.469238
	Iteration 31Q: 3 clusters Score -1000585 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -1000589.750000 Penalty: 4514.469238
	Iteration 32Q: 3 clusters Score -1000590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -1000591.437500 Penalty: 4514.469238
	Iteration 33Q: 3 clusters Score -1000591 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -1000592.562500 Penalty: 4514.469238
	Iteration 34Q: 3 clusters Score -1000593 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -1000597.312500 Penalty: 4514.469238
	Iteration 35Q: 3 clusters Score -1000597 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -1000597.625000 Penalty: 4514.469238
	Iteration 36Q: 3 clusters Score -1000598 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -1000597.625000 Penalty: 4514.469238
	Iteration 37F: 3 clusters Score -1000598 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -119193.742188 Penalty: 1738.557373
	Iteration 0F: 2 clusters Score -119193.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -117263.164062 Penalty: 3477.114746
	Iteration 0F: 3 clusters Score -117263.2 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -117575.015625 Penalty: 3477.114746
	Iteration 1F: 3 clusters Score -117575 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -117674.601562 Penalty: 3477.114746
	Iteration 2F: 3 clusters Score -117674.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -117765.648438 Penalty: 3477.114746
	Iteration 3Q: 3 clusters Score -117765.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -117865.546875 Penalty: 3477.114746
	Iteration 4Q: 3 clusters Score -117865.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -117985.601562 Penalty: 3477.114746
	Iteration 5Q: 3 clusters Score -117985.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -118054.382812 Penalty: 3477.114746
	Iteration 6Q: 3 clusters Score -118054.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -118118.781250 Penalty: 3477.114746
	Iteration 7Q: 3 clusters Score -118118.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -118164.187500 Penalty: 3477.114746
	Iteration 8Q: 3 clusters Score -118164.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -118202.093750 Penalty: 3477.114746
	Iteration 9Q: 3 clusters Score -118202.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -118231.562500 Penalty: 3477.114746
	Iteration 10Q: 3 clusters Score -118231.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -118251.335938 Penalty: 3477.114746
	Iteration 11Q: 3 clusters Score -118251.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -118258.835938 Penalty: 3477.114746
	Iteration 12Q: 3 clusters Score -118258.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -118278.039062 Penalty: 3477.114746
	Iteration 13Q: 3 clusters Score -118278 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -118298.531250 Penalty: 3477.114746
	Iteration 14Q: 3 clusters Score -118298.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -118311.304688 Penalty: 3477.114746
	Iteration 15Q: 3 clusters Score -118311.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -118318.218750 Penalty: 3477.114746
	Iteration 16Q: 3 clusters Score -118318.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -118330.140625 Penalty: 3477.114746
	Iteration 17Q: 3 clusters Score -118330.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -118337.148438 Penalty: 3477.114746
	Iteration 18Q: 3 clusters Score -118337.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -118344.578125 Penalty: 3477.114746
	Iteration 19Q: 3 clusters Score -118344.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -118358.921875 Penalty: 3477.114746
	Iteration 20F: 3 clusters Score -118358.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -118372.164062 Penalty: 3477.114746
	Iteration 21Q: 3 clusters Score -118372.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -118374.984375 Penalty: 3477.114746
	Iteration 22Q: 3 clusters Score -118375 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -118377.085938 Penalty: 3477.114746
	Iteration 23Q: 3 clusters Score -118377.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -118379.039062 Penalty: 3477.114746
	Iteration 24Q: 3 clusters Score -118379 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -118381.593750 Penalty: 3477.114746
	Iteration 25Q: 3 clusters Score -118381.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -118383.421875 Penalty: 3477.114746
	Iteration 26Q: 3 clusters Score -118383.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -118384.570312 Penalty: 3477.114746
	Iteration 27Q: 3 clusters Score -118384.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -118385.820312 Penalty: 3477.114746
	Iteration 28Q: 3 clusters Score -118385.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -118386.171875 Penalty: 3477.114746
	Iteration 29Q: 3 clusters Score -118386.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -118387.460938 Penalty: 3477.114746
	Iteration 30Q: 3 clusters Score -118387.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -118387.460938 Penalty: 3477.114746
	Iteration 31F: 3 clusters Score -118387.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Entering Unmasked Estep 
Score: -556062.562500 Penalty: 2105.373779
	Iteration 0F: 2 clusters Score -556062.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -551622.062500 Penalty: 4210.747559
	Iteration 0F: 3 clusters Score -551622.1 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -552706.937500 Penalty: 4210.747559
	Iteration 1F: 3 clusters Score -552706.9 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -553024.562500 Penalty: 4210.747559
	Iteration 2F: 3 clusters Score -553024.6 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -553311.812500 Penalty: 4210.747559
	Iteration 3F: 3 clusters Score -553311.8 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -553626.562500 Penalty: 4210.747559
	Iteration 4F: 3 clusters Score -553626.6 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -553991.187500 Penalty: 4210.747559
	Iteration 5F: 3 clusters Score -553991.2 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -554441.062500 Penalty: 4210.747559
	Iteration 6F: 3 clusters Score -554441.1 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -554905.062500 Penalty: 4210.747559
	Iteration 7F: 3 clusters Score -554905.1 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -555302.437500 Penalty: 4210.747559
	Iteration 8F: 3 clusters Score -555302.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -555541.875000 Penalty: 4210.747559
	Iteration 9Q: 3 clusters Score -555541.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -555681.937500 Penalty: 4210.747559
	Iteration 10Q: 3 clusters Score -555681.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -555763.375000 Penalty: 4210.747559
	Iteration 11Q: 3 clusters Score -555763.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -555815.812500 Penalty: 4210.747559
	Iteration 12Q: 3 clusters Score -555815.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -555831.437500 Penalty: 4210.747559
	Iteration 13Q: 3 clusters Score -555831.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -555838.437500 Penalty: 4210.747559
	Iteration 14Q: 3 clusters Score -555838.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -555845.500000 Penalty: 4210.747559
	Iteration 15Q: 3 clusters Score -555845.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -555851.375000 Penalty: 4210.747559
	Iteration 16Q: 3 clusters Score -555851.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -555854.375000 Penalty: 4210.747559
	Iteration 17Q: 3 clusters Score -555854.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -555854.312500 Penalty: 4210.747559
	Iteration 18Q: 3 clusters Score -555854.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -555854.312500 Penalty: 4210.747559
	Iteration 19F: 3 clusters Score -555854.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (10120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Entering Unmasked Estep 
Score: -1168208.750000 Penalty: 2287.122803
	Iteration 0F: 2 clusters Score -1168209 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -1160460.000000 Penalty: 4574.245605
	Iteration 0F: 3 clusters Score -1160460 nChanged 4217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -1162784.125000 Penalty: 4574.245605
	Iteration 1F: 3 clusters Score -1162784 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -1163105.875000 Penalty: 4574.245605
	Iteration 2F: 3 clusters Score -1163106 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -1163349.000000 Penalty: 4574.245605
	Iteration 3Q: 3 clusters Score -1163349 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -1163524.250000 Penalty: 4574.245605
	Iteration 4Q: 3 clusters Score -1163524 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -1163648.625000 Penalty: 4574.245605
	Iteration 5Q: 3 clusters Score -1163649 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1163760.125000 Penalty: 4574.245605
	Iteration 6Q: 3 clusters Score -1163760 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -1163869.000000 Penalty: 4574.245605
	Iteration 7Q: 3 clusters Score -1163869 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -1163985.750000 Penalty: 4574.245605
	Iteration 8Q: 3 clusters Score -1163986 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -1164114.750000 Penalty: 4574.245605
	Iteration 9Q: 3 clusters Score -1164115 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -1164277.750000 Penalty: 4574.245605
	Iteration 10Q: 3 clusters Score -1164278 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -1164487.125000 Penalty: 4574.245605
	Iteration 11Q: 3 clusters Score -1164487 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -1164749.625000 Penalty: 4574.245605
	Iteration 12Q: 3 clusters Score -1164750 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -1165086.250000 Penalty: 4574.245605
	Iteration 13Q: 3 clusters Score -1165086 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -1165428.500000 Penalty: 4574.245605
	Iteration 14Q: 3 clusters Score -1165428 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -1165734.000000 Penalty: 4574.245605
	Iteration 15Q: 3 clusters Score -1165734 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -1165944.500000 Penalty: 4574.245605
	Iteration 16Q: 3 clusters Score -1165944 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -1166104.750000 Penalty: 4574.245605
	Iteration 17Q: 3 clusters Score -1166105 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -1166194.500000 Penalty: 4574.245605
	Iteration 18Q: 3 clusters Score -1166194 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -1166258.375000 Penalty: 4574.245605
	Iteration 19Q: 3 clusters Score -1166258 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -1166306.875000 Penalty: 4574.245605
	Iteration 20F: 3 clusters Score -1166307 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -1166347.625000 Penalty: 4574.245605
	Iteration 21Q: 3 clusters Score -1166348 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -1166383.000000 Penalty: 4574.245605
	Iteration 22Q: 3 clusters Score -1166383 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -1166406.125000 Penalty: 4574.245605
	Iteration 23Q: 3 clusters Score -1166406 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -1166424.500000 Penalty: 4574.245605
	Iteration 24Q: 3 clusters Score -1166424 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -1166435.250000 Penalty: 4574.245605
	Iteration 25Q: 3 clusters Score -1166435 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -1166443.875000 Penalty: 4574.245605
	Iteration 26Q: 3 clusters Score -1166444 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -1166447.625000 Penalty: 4574.245605
	Iteration 27Q: 3 clusters Score -1166448 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -1166452.750000 Penalty: 4574.245605
	Iteration 28Q: 3 clusters Score -1166453 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -1166455.000000 Penalty: 4574.245605
	Iteration 29Q: 3 clusters Score -1166455 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -1166455.125000 Penalty: 4574.245605
	Iteration 30Q: 3 clusters Score -1166455 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -1166455.000000 Penalty: 4574.245605
	Iteration 31Q: 3 clusters Score -1166455 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -1166456.375000 Penalty: 4574.245605
	Iteration 32Q: 3 clusters Score -1166456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1166455.750000 Penalty: 4574.245605
	Iteration 33Q: 3 clusters Score -1166456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -1166456.875000 Penalty: 4574.245605
	Iteration 34Q: 3 clusters Score -1166457 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -1166456.500000 Penalty: 4574.245605
	Iteration 35Q: 3 clusters Score -1166456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -1166454.875000 Penalty: 4574.245605
	Iteration 36Q: 3 clusters Score -1166455 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -1166454.875000 Penalty: 4574.245605
	Iteration 37F: 3 clusters Score -1166455 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Entering Unmasked Estep 
Score: -481487.906250 Penalty: 2086.409912
	Iteration 0F: 2 clusters Score -481487.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -477371.437500 Penalty: 4172.819824
	Iteration 0F: 3 clusters Score -477371.4 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -478612.031250 Penalty: 4172.819824
	Iteration 1F: 3 clusters Score -478612 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -479524.593750 Penalty: 4172.819824
	Iteration 2F: 3 clusters Score -479524.6 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -480466.937500 Penalty: 4172.819824
	Iteration 3F: 3 clusters Score -480466.9 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -481246.281250 Penalty: 4172.819824
	Iteration 4F: 3 clusters Score -481246.3 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -481753.687500 Penalty: 4172.819824
	Iteration 5F: 3 clusters Score -481753.7 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -482143.218750 Penalty: 4172.819824
	Iteration 6F: 3 clusters Score -482143.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -482408.593750 Penalty: 4172.819824
	Iteration 7Q: 3 clusters Score -482408.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -482585.343750 Penalty: 4172.819824
	Iteration 8Q: 3 clusters Score -482585.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -482718.093750 Penalty: 4172.819824
	Iteration 9Q: 3 clusters Score -482718.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -482791.937500 Penalty: 4172.819824
	Iteration 10Q: 3 clusters Score -482791.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -482826.031250 Penalty: 4172.819824
	Iteration 11Q: 3 clusters Score -482826 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -482844.906250 Penalty: 4172.819824
	Iteration 12Q: 3 clusters Score -482844.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -482852.843750 Penalty: 4172.819824
	Iteration 13Q: 3 clusters Score -482852.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -482855.250000 Penalty: 4172.819824
	Iteration 14Q: 3 clusters Score -482855.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -482857.312500 Penalty: 4172.819824
	Iteration 15Q: 3 clusters Score -482857.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -482858.312500 Penalty: 4172.819824
	Iteration 16Q: 3 clusters Score -482858.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -482859.750000 Penalty: 4172.819824
	Iteration 17Q: 3 clusters Score -482859.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -482860.625000 Penalty: 4172.819824
	Iteration 18Q: 3 clusters Score -482860.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -482861.656250 Penalty: 4172.819824
	Iteration 19Q: 3 clusters Score -482861.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -482861.656250 Penalty: 4172.819824
	Iteration 20F: 3 clusters Score -482861.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 35689 members 
Mstep: Class 3 contains 2546 members 
Mstep: Class 4 contains 215077 members 
Mstep: Class 5 contains 15234 members 
Mstep: Class 6 contains 33447 members 
Mstep: Class 7 contains 1315 members 
Mstep: Class 8 contains 68349 members 
Mstep: Class 9 contains 43606 members 
Mstep: Class 10 contains 237160 members 
Mstep: Class 11 contains 18333 members 
Mstep: Class 12 contains 227 members 
Mstep: Class 13 contains 1799 members 
Mstep: Class 14 contains 121122 members 
Mstep: Class 15 contains 35330 members 
Mstep: Class 16 contains 5664 members 
Mstep: Class 17 contains 12934 members 
Mstep: Class 18 contains 14843 members 
Mstep: Class 19 contains 226575 members 
Mstep: Class 20 contains 23842 members 
Mstep: Class 21 contains 4976 members 
Mstep: Class 22 contains 17014 members 
Mstep: Class 23 contains 84968 members 
Mstep: Class 24 contains 8971 members 
Mstep: Class 25 contains 1108 members 
Mstep: Class 26 contains 4863 members 
Mstep: Class 27 contains 10120 members 
Mstep: Class 28 contains 1853 members 
Mstep: Class 29 contains 19842 members 
Mstep: Class 30 contains 3403 members 
Mstep: Class 31 contains 80904 members 
Mstep: Class 32 contains 924 members 
Mstep: Class 33 contains 2667 members 
Mstep: Class 34 contains 2652 members 
Entering Unmasked Estep 
Score: -155642320.000000 Penalty: 119086.632812
Splitting cluster 28 changes total score from -155641248.000000 to -155642320.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 29 (19842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19842 members 
Entering Unmasked Estep 
Score: -2368576.750000 Penalty: 2454.097900
	Iteration 0F: 2 clusters Score -2368577 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -2354545.500000 Penalty: 4908.195801
	Iteration 0F: 3 clusters Score -2354546 nChanged 8739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -2359274.250000 Penalty: 4908.195801
	Iteration 1F: 3 clusters Score -2359274 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -2359704.250000 Penalty: 4908.195801
	Iteration 2F: 3 clusters Score -2359704 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 11861 members 
Entering Unmasked Estep 
Score: -2360136.250000 Penalty: 4908.195801
	Iteration 3F: 3 clusters Score -2360136 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 12682 members 
Entering Unmasked Estep 
Score: -2360652.000000 Penalty: 4908.195801
	Iteration 4F: 3 clusters Score -2360652 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 13717 members 
Entering Unmasked Estep 
Score: -2361370.000000 Penalty: 4908.195801
	Iteration 5F: 3 clusters Score -2361370 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 14933 members 
Entering Unmasked Estep 
Score: -2362278.500000 Penalty: 4908.195801
	Iteration 6F: 3 clusters Score -2362278 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 16250 members 
Entering Unmasked Estep 
Score: -2363396.500000 Penalty: 4908.195801
	Iteration 7F: 3 clusters Score -2363396 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 17367 members 
Entering Unmasked Estep 
Score: -2364336.000000 Penalty: 4908.195801
	Iteration 8F: 3 clusters Score -2364336 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 18197 members 
Entering Unmasked Estep 
Score: -2365068.750000 Penalty: 4908.195801
	Iteration 9Q: 3 clusters Score -2365069 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 18750 members 
Entering Unmasked Estep 
Score: -2365584.250000 Penalty: 4908.195801
	Iteration 10Q: 3 clusters Score -2365584 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 19083 members 
Entering Unmasked Estep 
Score: -2365908.250000 Penalty: 4908.195801
	Iteration 11Q: 3 clusters Score -2365908 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 19263 members 
Entering Unmasked Estep 
Score: -2366087.750000 Penalty: 4908.195801
	Iteration 12Q: 3 clusters Score -2366088 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 19364 members 
Entering Unmasked Estep 
Score: -2366216.500000 Penalty: 4908.195801
	Iteration 13Q: 3 clusters Score -2366216 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 19418 members 
Entering Unmasked Estep 
Score: -2366289.500000 Penalty: 4908.195801
	Iteration 14Q: 3 clusters Score -2366290 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 19442 members 
Entering Unmasked Estep 
Score: -2366321.000000 Penalty: 4908.195801
	Iteration 15Q: 3 clusters Score -2366321 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 19461 members 
Entering Unmasked Estep 
Score: -2366340.500000 Penalty: 4908.195801
	Iteration 16Q: 3 clusters Score -2366340 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 19477 members 
Entering Unmasked Estep 
Score: -2366364.500000 Penalty: 4908.195801
	Iteration 17Q: 3 clusters Score -2366364 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 19494 members 
Entering Unmasked Estep 
Score: -2366389.500000 Penalty: 4908.195801
	Iteration 18Q: 3 clusters Score -2366390 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 19505 members 
Entering Unmasked Estep 
Score: -2366401.750000 Penalty: 4908.195801
	Iteration 19Q: 3 clusters Score -2366402 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 19515 members 
Entering Unmasked Estep 
Score: -2366419.500000 Penalty: 4908.195801
	Iteration 20F: 3 clusters Score -2366420 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 19523 members 
Entering Unmasked Estep 
Score: -2366430.500000 Penalty: 4908.195801
	Iteration 21Q: 3 clusters Score -2366430 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 19530 members 
Entering Unmasked Estep 
Score: -2366438.000000 Penalty: 4908.195801
	Iteration 22Q: 3 clusters Score -2366438 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 19537 members 
Entering Unmasked Estep 
Score: -2366447.000000 Penalty: 4908.195801
	Iteration 23Q: 3 clusters Score -2366447 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 19542 members 
Entering Unmasked Estep 
Score: -2366448.250000 Penalty: 4908.195801
	Iteration 24Q: 3 clusters Score -2366448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 19543 members 
Entering Unmasked Estep 
Score: -2366448.500000 Penalty: 4908.195801
	Iteration 25Q: 3 clusters Score -2366448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 19542 members 
Entering Unmasked Estep 
Score: -2366449.250000 Penalty: 4908.195801
	Iteration 26Q: 3 clusters Score -2366449 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 19542 members 
Entering Unmasked Estep 
Score: -2366449.250000 Penalty: 4908.195801
	Iteration 27F: 3 clusters Score -2366449 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (3403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Entering Unmasked Estep 
Score: -387671.843750 Penalty: 2016.838379
	Iteration 0F: 2 clusters Score -387671.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -384176.281250 Penalty: 4033.676758
	Iteration 0F: 3 clusters Score -384176.3 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -384974.000000 Penalty: 4033.676758
	Iteration 1F: 3 clusters Score -384974 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -385167.500000 Penalty: 4033.676758
	Iteration 2F: 3 clusters Score -385167.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -385300.875000 Penalty: 4033.676758
	Iteration 3F: 3 clusters Score -385300.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -385414.906250 Penalty: 4033.676758
	Iteration 4Q: 3 clusters Score -385414.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -385526.062500 Penalty: 4033.676758
	Iteration 5Q: 3 clusters Score -385526.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -385651.937500 Penalty: 4033.676758
	Iteration 6Q: 3 clusters Score -385651.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -385777.281250 Penalty: 4033.676758
	Iteration 7Q: 3 clusters Score -385777.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -385876.750000 Penalty: 4033.676758
	Iteration 8Q: 3 clusters Score -385876.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -385968.218750 Penalty: 4033.676758
	Iteration 9Q: 3 clusters Score -385968.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -386038.218750 Penalty: 4033.676758
	Iteration 10Q: 3 clusters Score -386038.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -386105.437500 Penalty: 4033.676758
	Iteration 11Q: 3 clusters Score -386105.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -386158.093750 Penalty: 4033.676758
	Iteration 12Q: 3 clusters Score -386158.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -386194.218750 Penalty: 4033.676758
	Iteration 13Q: 3 clusters Score -386194.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -386219.781250 Penalty: 4033.676758
	Iteration 14Q: 3 clusters Score -386219.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -386240.625000 Penalty: 4033.676758
	Iteration 15Q: 3 clusters Score -386240.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -386255.906250 Penalty: 4033.676758
	Iteration 16Q: 3 clusters Score -386255.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -386266.031250 Penalty: 4033.676758
	Iteration 17Q: 3 clusters Score -386266 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -386273.062500 Penalty: 4033.676758
	Iteration 18Q: 3 clusters Score -386273.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -386280.562500 Penalty: 4033.676758
	Iteration 19Q: 3 clusters Score -386280.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -386292.531250 Penalty: 4033.676758
	Iteration 20F: 3 clusters Score -386292.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -386304.343750 Penalty: 4033.676758
	Iteration 21Q: 3 clusters Score -386304.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -386309.250000 Penalty: 4033.676758
	Iteration 22Q: 3 clusters Score -386309.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -386312.562500 Penalty: 4033.676758
	Iteration 23Q: 3 clusters Score -386312.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -386316.531250 Penalty: 4033.676758
	Iteration 24Q: 3 clusters Score -386316.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -386319.593750 Penalty: 4033.676758
	Iteration 25Q: 3 clusters Score -386319.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -386322.781250 Penalty: 4033.676758
	Iteration 26Q: 3 clusters Score -386322.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -386325.906250 Penalty: 4033.676758
	Iteration 27Q: 3 clusters Score -386325.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -386328.500000 Penalty: 4033.676758
	Iteration 28Q: 3 clusters Score -386328.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -386332.281250 Penalty: 4033.676758
	Iteration 29Q: 3 clusters Score -386332.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -386334.781250 Penalty: 4033.676758
	Iteration 30Q: 3 clusters Score -386334.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -386335.718750 Penalty: 4033.676758
	Iteration 31Q: 3 clusters Score -386335.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -386337.625000 Penalty: 4033.676758
	Iteration 32Q: 3 clusters Score -386337.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -386338.468750 Penalty: 4033.676758
	Iteration 33Q: 3 clusters Score -386338.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -386338.468750 Penalty: 4033.676758
	Iteration 34F: 3 clusters Score -386338.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 35689 members 
Mstep: Class 3 contains 2546 members 
Mstep: Class 4 contains 215077 members 
Mstep: Class 5 contains 15234 members 
Mstep: Class 6 contains 33447 members 
Mstep: Class 7 contains 1315 members 
Mstep: Class 8 contains 68349 members 
Mstep: Class 9 contains 43606 members 
Mstep: Class 10 contains 237160 members 
Mstep: Class 11 contains 18333 members 
Mstep: Class 12 contains 227 members 
Mstep: Class 13 contains 1799 members 
Mstep: Class 14 contains 121122 members 
Mstep: Class 15 contains 35330 members 
Mstep: Class 16 contains 5664 members 
Mstep: Class 17 contains 12934 members 
Mstep: Class 18 contains 14843 members 
Mstep: Class 19 contains 226575 members 
Mstep: Class 20 contains 23842 members 
Mstep: Class 21 contains 4976 members 
Mstep: Class 22 contains 17014 members 
Mstep: Class 23 contains 84968 members 
Mstep: Class 24 contains 8971 members 
Mstep: Class 25 contains 1108 members 
Mstep: Class 26 contains 4863 members 
Mstep: Class 27 contains 10120 members 
Mstep: Class 28 contains 1853 members 
Mstep: Class 29 contains 19842 members 
Mstep: Class 30 contains 3403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155648160.000000 Penalty: 119086.632812
Iteration 79Q: 35 clusters Score -1.556482e+08 nChanged 11836
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 35074 members 
Mstep: Class 3 contains 2551 members 
Mstep: Class 4 contains 215082 members 
Mstep: Class 5 contains 15257 members 
Mstep: Class 6 contains 33435 members 
Mstep: Class 7 contains 1316 members 
Mstep: Class 8 contains 69305 members 
Mstep: Class 9 contains 43606 members 
Mstep: Class 10 contains 238217 members 
Mstep: Class 11 contains 18338 members 
Mstep: Class 12 contains 227 members 
Mstep: Class 13 contains 1799 members 
Mstep: Class 14 contains 121449 members 
Mstep: Class 15 contains 35385 members 
Mstep: Class 16 contains 5690 members 
Mstep: Class 17 contains 12963 members 
Mstep: Class 18 contains 15002 members 
Mstep: Class 19 contains 228170 members 
Mstep: Class 20 contains 24516 members 
Mstep: Class 21 contains 5041 members 
Mstep: Class 22 contains 17168 members 
Mstep: Class 23 contains 84919 members 
Mstep: Class 24 contains 8985 members 
Mstep: Class 25 contains 1103 members 
Mstep: Class 26 contains 4871 members 
Mstep: Class 27 contains 10128 members 
Mstep: Class 28 contains 1743 members 
Mstep: Class 29 contains 19871 members 
Mstep: Class 30 contains 3528 members 
Mstep: Class 31 contains 76574 members 
Mstep: Class 32 contains 924 members 
Mstep: Class 33 contains 2594 members 
Mstep: Class 34 contains 2541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155652800.000000 Penalty: 119086.632812
Iteration 80F: 35 clusters Score -1.556528e+08 nChanged 9612
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 34826 members 
Mstep: Class 3 contains 2540 members 
Mstep: Class 4 contains 215069 members 
Mstep: Class 5 contains 15205 members 
Mstep: Class 6 contains 33333 members 
Mstep: Class 7 contains 1316 members 
Mstep: Class 8 contains 69346 members 
Mstep: Class 9 contains 43608 members 
Mstep: Class 10 contains 237807 members 
Mstep: Class 11 contains 18321 members 
Mstep: Class 12 contains 227 members 
Mstep: Class 13 contains 1798 members 
Mstep: Class 14 contains 121120 members 
Mstep: Class 15 contains 35423 members 
Mstep: Class 16 contains 5593 members 
Mstep: Class 17 contains 12950 members 
Mstep: Class 18 contains 14944 members 
Mstep: Class 19 contains 227841 members 
Mstep: Class 20 contains 24924 members 
Mstep: Class 21 contains 5112 members 
Mstep: Class 22 contains 17224 members 
Mstep: Class 23 contains 84869 members 
Mstep: Class 24 contains 8994 members 
Mstep: Class 25 contains 1098 members 
Mstep: Class 26 contains 4856 members 
Mstep: Class 27 contains 10133 members 
Mstep: Class 28 contains 1681 members 
Mstep: Class 29 contains 19870 members 
Mstep: Class 30 contains 3561 members 
Mstep: Class 31 contains 77232 members 
Mstep: Class 32 contains 928 members 
Mstep: Class 33 contains 2912 members 
Mstep: Class 34 contains 2721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155654512.000000 Penalty: 119086.632812
Iteration 81Q: 35 clusters Score -1.556545e+08 nChanged 4990
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 34807 members 
Mstep: Class 3 contains 2550 members 
Mstep: Class 4 contains 215055 members 
Mstep: Class 5 contains 15174 members 
Mstep: Class 6 contains 33253 members 
Mstep: Class 7 contains 1315 members 
Mstep: Class 8 contains 69488 members 
Mstep: Class 9 contains 43606 members 
Mstep: Class 10 contains 237489 members 
Mstep: Class 11 contains 18305 members 
Mstep: Class 12 contains 227 members 
Mstep: Class 13 contains 1798 members 
Mstep: Class 14 contains 120902 members 
Mstep: Class 15 contains 35461 members 
Mstep: Class 16 contains 5542 members 
Mstep: Class 17 contains 12942 members 
Mstep: Class 18 contains 14919 members 
Mstep: Class 19 contains 227840 members 
Mstep: Class 20 contains 25169 members 
Mstep: Class 21 contains 5163 members 
Mstep: Class 22 contains 17265 members 
Mstep: Class 23 contains 84834 members 
Mstep: Class 24 contains 9001 members 
Mstep: Class 25 contains 1096 members 
Mstep: Class 26 contains 4852 members 
Mstep: Class 27 contains 10134 members 
Mstep: Class 28 contains 1645 members 
Mstep: Class 29 contains 19859 members 
Mstep: Class 30 contains 3601 members 
Mstep: Class 31 contains 77210 members 
Mstep: Class 32 contains 930 members 
Mstep: Class 33 contains 3140 members 
Mstep: Class 34 contains 2818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155655280.000000 Penalty: 119086.632812
Iteration 82Q: 35 clusters Score -1.556553e+08 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 34934 members 
Mstep: Class 3 contains 2552 members 
Mstep: Class 4 contains 215047 members 
Mstep: Class 5 contains 15143 members 
Mstep: Class 6 contains 33198 members 
Mstep: Class 7 contains 1315 members 
Mstep: Class 8 contains 69604 members 
Mstep: Class 9 contains 43598 members 
Mstep: Class 10 contains 237262 members 
Mstep: Class 11 contains 18283 members 
Mstep: Class 12 contains 228 members 
Mstep: Class 13 contains 1798 members 
Mstep: Class 14 contains 120740 members 
Mstep: Class 15 contains 35492 members 
Mstep: Class 16 contains 5517 members 
Mstep: Class 17 contains 12934 members 
Mstep: Class 18 contains 14909 members 
Mstep: Class 19 contains 227919 members 
Mstep: Class 20 contains 25318 members 
Mstep: Class 21 contains 5206 members 
Mstep: Class 22 contains 17289 members 
Mstep: Class 23 contains 84796 members 
Mstep: Class 24 contains 9012 members 
Mstep: Class 25 contains 1096 members 
Mstep: Class 26 contains 4851 members 
Mstep: Class 27 contains 10137 members 
Mstep: Class 28 contains 1630 members 
Mstep: Class 29 contains 19848 members 
Mstep: Class 30 contains 3635 members 
Mstep: Class 31 contains 77015 members 
Mstep: Class 32 contains 930 members 
Mstep: Class 33 contains 3293 members 
Mstep: Class 34 contains 2872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155655600.000000 Penalty: 119086.632812
Iteration 83Q: 35 clusters Score -1.556556e+08 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 35114 members 
Mstep: Class 3 contains 2553 members 
Mstep: Class 4 contains 215043 members 
Mstep: Class 5 contains 15111 members 
Mstep: Class 6 contains 33139 members 
Mstep: Class 7 contains 1315 members 
Mstep: Class 8 contains 69721 members 
Mstep: Class 9 contains 43589 members 
Mstep: Class 10 contains 237079 members 
Mstep: Class 11 contains 18269 members 
Mstep: Class 12 contains 228 members 
Mstep: Class 13 contains 1798 members 
Mstep: Class 14 contains 120618 members 
Mstep: Class 15 contains 35528 members 
Mstep: Class 16 contains 5516 members 
Mstep: Class 17 contains 12924 members 
Mstep: Class 18 contains 14875 members 
Mstep: Class 19 contains 227980 members 
Mstep: Class 20 contains 25409 members 
Mstep: Class 21 contains 5260 members 
Mstep: Class 22 contains 17316 members 
Mstep: Class 23 contains 84754 members 
Mstep: Class 24 contains 9023 members 
Mstep: Class 25 contains 1096 members 
Mstep: Class 26 contains 4850 members 
Mstep: Class 27 contains 10139 members 
Mstep: Class 28 contains 1623 members 
Mstep: Class 29 contains 19840 members 
Mstep: Class 30 contains 3654 members 
Mstep: Class 31 contains 76789 members 
Mstep: Class 32 contains 930 members 
Mstep: Class 33 contains 3399 members 
Mstep: Class 34 contains 2930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155656176.000000 Penalty: 119086.632812
Iteration 84Q: 35 clusters Score -1.556562e+08 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 35284 members 
Mstep: Class 3 contains 2555 members 
Mstep: Class 4 contains 215039 members 
Mstep: Class 5 contains 15084 members 
Mstep: Class 6 contains 33084 members 
Mstep: Class 7 contains 1315 members 
Mstep: Class 8 contains 69817 members 
Mstep: Class 9 contains 43584 members 
Mstep: Class 10 contains 236947 members 
Mstep: Class 11 contains 18261 members 
Mstep: Class 12 contains 228 members 
Mstep: Class 13 contains 1798 members 
Mstep: Class 14 contains 120544 members 
Mstep: Class 15 contains 35550 members 
Mstep: Class 16 contains 5511 members 
Mstep: Class 17 contains 12918 members 
Mstep: Class 18 contains 14839 members 
Mstep: Class 19 contains 228065 members 
Mstep: Class 20 contains 25464 members 
Mstep: Class 21 contains 5309 members 
Mstep: Class 22 contains 17323 members 
Mstep: Class 23 contains 84723 members 
Mstep: Class 24 contains 9030 members 
Mstep: Class 25 contains 1095 members 
Mstep: Class 26 contains 4851 members 
Mstep: Class 27 contains 10140 members 
Mstep: Class 28 contains 1621 members 
Mstep: Class 29 contains 19831 members 
Mstep: Class 30 contains 3663 members 
Mstep: Class 31 contains 76541 members 
Mstep: Class 32 contains 930 members 
Mstep: Class 33 contains 3495 members 
Mstep: Class 34 contains 2980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155655984.000000 Penalty: 119086.632812
Iteration 85Q: 35 clusters Score -1.55656e+08 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 35441 members 
Mstep: Class 3 contains 2554 members 
Mstep: Class 4 contains 215032 members 
Mstep: Class 5 contains 15064 members 
Mstep: Class 6 contains 33040 members 
Mstep: Class 7 contains 1315 members 
Mstep: Class 8 contains 69893 members 
Mstep: Class 9 contains 43582 members 
Mstep: Class 10 contains 236846 members 
Mstep: Class 11 contains 18254 members 
Mstep: Class 12 contains 228 members 
Mstep: Class 13 contains 1798 members 
Mstep: Class 14 contains 120474 members 
Mstep: Class 15 contains 35574 members 
Mstep: Class 16 contains 5514 members 
Mstep: Class 17 contains 12907 members 
Mstep: Class 18 contains 14809 members 
Mstep: Class 19 contains 228151 members 
Mstep: Class 20 contains 25511 members 
Mstep: Class 21 contains 5358 members 
Mstep: Class 22 contains 17339 members 
Mstep: Class 23 contains 84701 members 
Mstep: Class 24 contains 9032 members 
Mstep: Class 25 contains 1095 members 
Mstep: Class 26 contains 4847 members 
Mstep: Class 27 contains 10142 members 
Mstep: Class 28 contains 1616 members 
Mstep: Class 29 contains 19824 members 
Mstep: Class 30 contains 3664 members 
Mstep: Class 31 contains 76313 members 
Mstep: Class 32 contains 930 members 
Mstep: Class 33 contains 3554 members 
Mstep: Class 34 contains 3018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155656288.000000 Penalty: 119086.632812
Iteration 86Q: 35 clusters Score -1.556563e+08 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 35571 members 
Mstep: Class 3 contains 2553 members 
Mstep: Class 4 contains 215027 members 
Mstep: Class 5 contains 15051 members 
Mstep: Class 6 contains 33001 members 
Mstep: Class 7 contains 1315 members 
Mstep: Class 8 contains 69974 members 
Mstep: Class 9 contains 43579 members 
Mstep: Class 10 contains 236743 members 
Mstep: Class 11 contains 18242 members 
Mstep: Class 12 contains 228 members 
Mstep: Class 13 contains 1798 members 
Mstep: Class 14 contains 120415 members 
Mstep: Class 15 contains 35610 members 
Mstep: Class 16 contains 5521 members 
Mstep: Class 17 contains 12895 members 
Mstep: Class 18 contains 14789 members 
Mstep: Class 19 contains 228238 members 
Mstep: Class 20 contains 25552 members 
Mstep: Class 21 contains 5406 members 
Mstep: Class 22 contains 17344 members 
Mstep: Class 23 contains 84672 members 
Mstep: Class 24 contains 9032 members 
Mstep: Class 25 contains 1095 members 
Mstep: Class 26 contains 4845 members 
Mstep: Class 27 contains 10141 members 
Mstep: Class 28 contains 1605 members 
Mstep: Class 29 contains 19812 members 
Mstep: Class 30 contains 3669 members 
Mstep: Class 31 contains 76119 members 
Mstep: Class 32 contains 930 members 
Mstep: Class 33 contains 3595 members 
Mstep: Class 34 contains 3053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155656256.000000 Penalty: 119086.632812
Iteration 87Q: 35 clusters Score -1.556563e+08 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 35672 members 
Mstep: Class 3 contains 2551 members 
Mstep: Class 4 contains 215023 members 
Mstep: Class 5 contains 15041 members 
Mstep: Class 6 contains 32955 members 
Mstep: Class 7 contains 1315 members 
Mstep: Class 8 contains 70028 members 
Mstep: Class 9 contains 43578 members 
Mstep: Class 10 contains 236658 members 
Mstep: Class 11 contains 18231 members 
Mstep: Class 12 contains 228 members 
Mstep: Class 13 contains 1798 members 
Mstep: Class 14 contains 120376 members 
Mstep: Class 15 contains 35641 members 
Mstep: Class 16 contains 5522 members 
Mstep: Class 17 contains 12889 members 
Mstep: Class 18 contains 14747 members 
Mstep: Class 19 contains 228299 members 
Mstep: Class 20 contains 25581 members 
Mstep: Class 21 contains 5457 members 
Mstep: Class 22 contains 17349 members 
Mstep: Class 23 contains 84645 members 
Mstep: Class 24 contains 9032 members 
Mstep: Class 25 contains 1095 members 
Mstep: Class 26 contains 4845 members 
Mstep: Class 27 contains 10138 members 
Mstep: Class 28 contains 1609 members 
Mstep: Class 29 contains 19805 members 
Mstep: Class 30 contains 3669 members 
Mstep: Class 31 contains 75978 members 
Mstep: Class 32 contains 930 members 
Mstep: Class 33 contains 3635 members 
Mstep: Class 34 contains 3100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155656192.000000 Penalty: 119086.632812
Iteration 88Q: 35 clusters Score -1.556562e+08 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 35768 members 
Mstep: Class 3 contains 2555 members 
Mstep: Class 4 contains 215028 members 
Mstep: Class 5 contains 15035 members 
Mstep: Class 6 contains 32903 members 
Mstep: Class 7 contains 1315 members 
Mstep: Class 8 contains 70051 members 
Mstep: Class 9 contains 43578 members 
Mstep: Class 10 contains 236596 members 
Mstep: Class 11 contains 18216 members 
Mstep: Class 12 contains 228 members 
Mstep: Class 13 contains 1798 members 
Mstep: Class 14 contains 120350 members 
Mstep: Class 15 contains 35668 members 
Mstep: Class 16 contains 5520 members 
Mstep: Class 17 contains 12882 members 
Mstep: Class 18 contains 14692 members 
Mstep: Class 19 contains 228348 members 
Mstep: Class 20 contains 25598 members 
Mstep: Class 21 contains 5515 members 
Mstep: Class 22 contains 17356 members 
Mstep: Class 23 contains 84612 members 
Mstep: Class 24 contains 9032 members 
Mstep: Class 25 contains 1095 members 
Mstep: Class 26 contains 4842 members 
Mstep: Class 27 contains 10138 members 
Mstep: Class 28 contains 1604 members 
Mstep: Class 29 contains 19795 members 
Mstep: Class 30 contains 3668 members 
Mstep: Class 31 contains 75863 members 
Mstep: Class 32 contains 930 members 
Mstep: Class 33 contains 3675 members 
Mstep: Class 34 contains 3166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155656464.000000 Penalty: 119086.632812
Iteration 89Q: 35 clusters Score -1.556565e+08 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 35850 members 
Mstep: Class 3 contains 2555 members 
Mstep: Class 4 contains 215022 members 
Mstep: Class 5 contains 15025 members 
Mstep: Class 6 contains 32862 members 
Mstep: Class 7 contains 1315 members 
Mstep: Class 8 contains 70068 members 
Mstep: Class 9 contains 43577 members 
Mstep: Class 10 contains 236545 members 
Mstep: Class 11 contains 18202 members 
Mstep: Class 12 contains 228 members 
Mstep: Class 13 contains 1798 members 
Mstep: Class 14 contains 120334 members 
Mstep: Class 15 contains 35695 members 
Mstep: Class 16 contains 5524 members 
Mstep: Class 17 contains 12875 members 
Mstep: Class 18 contains 14630 members 
Mstep: Class 19 contains 228416 members 
Mstep: Class 20 contains 25614 members 
Mstep: Class 21 contains 5561 members 
Mstep: Class 22 contains 17352 members 
Mstep: Class 23 contains 84582 members 
Mstep: Class 24 contains 9032 members 
Mstep: Class 25 contains 1095 members 
Mstep: Class 26 contains 4841 members 
Mstep: Class 27 contains 10140 members 
Mstep: Class 28 contains 1600 members 
Mstep: Class 29 contains 19796 members 
Mstep: Class 30 contains 3668 members 
Mstep: Class 31 contains 75733 members 
Mstep: Class 32 contains 930 members 
Mstep: Class 33 contains 3714 members 
Mstep: Class 34 contains 3241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155656640.000000 Penalty: 119086.632812
Iteration 90Q: 35 clusters Score -1.556566e+08 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 35917 members 
Mstep: Class 3 contains 2559 members 
Mstep: Class 4 contains 215019 members 
Mstep: Class 5 contains 15016 members 
Mstep: Class 6 contains 32819 members 
Mstep: Class 7 contains 1315 members 
Mstep: Class 8 contains 70069 members 
Mstep: Class 9 contains 43576 members 
Mstep: Class 10 contains 236503 members 
Mstep: Class 11 contains 18204 members 
Mstep: Class 12 contains 228 members 
Mstep: Class 13 contains 1798 members 
Mstep: Class 14 contains 120316 members 
Mstep: Class 15 contains 35714 members 
Mstep: Class 16 contains 5523 members 
Mstep: Class 17 contains 12868 members 
Mstep: Class 18 contains 14548 members 
Mstep: Class 19 contains 228457 members 
Mstep: Class 20 contains 25629 members 
Mstep: Class 21 contains 5607 members 
Mstep: Class 22 contains 17357 members 
Mstep: Class 23 contains 84564 members 
Mstep: Class 24 contains 9032 members 
Mstep: Class 25 contains 1095 members 
Mstep: Class 26 contains 4840 members 
Mstep: Class 27 contains 10140 members 
Mstep: Class 28 contains 1595 members 
Mstep: Class 29 contains 19793 members 
Mstep: Class 30 contains 3668 members 
Mstep: Class 31 contains 75653 members 
Mstep: Class 32 contains 930 members 
Mstep: Class 33 contains 3749 members 
Mstep: Class 34 contains 3319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155657008.000000 Penalty: 119086.632812
Iteration 91Q: 35 clusters Score -1.55657e+08 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 35978 members 
Mstep: Class 3 contains 2555 members 
Mstep: Class 4 contains 215021 members 
Mstep: Class 5 contains 15007 members 
Mstep: Class 6 contains 32773 members 
Mstep: Class 7 contains 1315 members 
Mstep: Class 8 contains 70091 members 
Mstep: Class 9 contains 43575 members 
Mstep: Class 10 contains 236469 members 
Mstep: Class 11 contains 18209 members 
Mstep: Class 12 contains 228 members 
Mstep: Class 13 contains 1798 members 
Mstep: Class 14 contains 120305 members 
Mstep: Class 15 contains 35724 members 
Mstep: Class 16 contains 5524 members 
Mstep: Class 17 contains 12868 members 
Mstep: Class 18 contains 14470 members 
Mstep: Class 19 contains 228491 members 
Mstep: Class 20 contains 25631 members 
Mstep: Class 21 contains 5658 members 
Mstep: Class 22 contains 17357 members 
Mstep: Class 23 contains 84548 members 
Mstep: Class 24 contains 9032 members 
Mstep: Class 25 contains 1095 members 
Mstep: Class 26 contains 4839 members 
Mstep: Class 27 contains 10144 members 
Mstep: Class 28 contains 1594 members 
Mstep: Class 29 contains 19790 members 
Mstep: Class 30 contains 3670 members 
Mstep: Class 31 contains 75558 members 
Mstep: Class 32 contains 930 members 
Mstep: Class 33 contains 3782 members 
Mstep: Class 34 contains 3391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155657168.000000 Penalty: 119086.632812
Iteration 92Q: 35 clusters Score -1.556572e+08 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 36026 members 
Mstep: Class 3 contains 2548 members 
Mstep: Class 4 contains 215025 members 
Mstep: Class 5 contains 15000 members 
Mstep: Class 6 contains 32723 members 
Mstep: Class 7 contains 1315 members 
Mstep: Class 8 contains 70123 members 
Mstep: Class 9 contains 43575 members 
Mstep: Class 10 contains 236422 members 
Mstep: Class 11 contains 18210 members 
Mstep: Class 12 contains 228 members 
Mstep: Class 13 contains 1798 members 
Mstep: Class 14 contains 120302 members 
Mstep: Class 15 contains 35728 members 
Mstep: Class 16 contains 5524 members 
Mstep: Class 17 contains 12868 members 
Mstep: Class 18 contains 14424 members 
Mstep: Class 19 contains 228530 members 
Mstep: Class 20 contains 25619 members 
Mstep: Class 21 contains 5716 members 
Mstep: Class 22 contains 17358 members 
Mstep: Class 23 contains 84537 members 
Mstep: Class 24 contains 9032 members 
Mstep: Class 25 contains 1095 members 
Mstep: Class 26 contains 4838 members 
Mstep: Class 27 contains 10144 members 
Mstep: Class 28 contains 1585 members 
Mstep: Class 29 contains 19788 members 
Mstep: Class 30 contains 3673 members 
Mstep: Class 31 contains 75475 members 
Mstep: Class 32 contains 930 members 
Mstep: Class 33 contains 3817 members 
Mstep: Class 34 contains 3444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155657008.000000 Penalty: 119086.632812
Iteration 93Q: 35 clusters Score -1.55657e+08 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 36074 members 
Mstep: Class 3 contains 2551 members 
Mstep: Class 4 contains 215022 members 
Mstep: Class 5 contains 14994 members 
Mstep: Class 6 contains 32683 members 
Mstep: Class 7 contains 1315 members 
Mstep: Class 8 contains 70151 members 
Mstep: Class 9 contains 43574 members 
Mstep: Class 10 contains 236380 members 
Mstep: Class 11 contains 18204 members 
Mstep: Class 12 contains 228 members 
Mstep: Class 13 contains 1798 members 
Mstep: Class 14 contains 120289 members 
Mstep: Class 15 contains 35736 members 
Mstep: Class 16 contains 5524 members 
Mstep: Class 17 contains 12867 members 
Mstep: Class 18 contains 14379 members 
Mstep: Class 19 contains 228559 members 
Mstep: Class 20 contains 25626 members 
Mstep: Class 21 contains 5768 members 
Mstep: Class 22 contains 17357 members 
Mstep: Class 23 contains 84523 members 
Mstep: Class 24 contains 9032 members 
Mstep: Class 25 contains 1095 members 
Mstep: Class 26 contains 4838 members 
Mstep: Class 27 contains 10146 members 
Mstep: Class 28 contains 1580 members 
Mstep: Class 29 contains 19789 members 
Mstep: Class 30 contains 3674 members 
Mstep: Class 31 contains 75410 members 
Mstep: Class 32 contains 930 members 
Mstep: Class 33 contains 3839 members 
Mstep: Class 34 contains 3485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155657088.000000 Penalty: 119086.632812
Iteration 94Q: 35 clusters Score -1.556571e+08 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 36110 members 
Mstep: Class 3 contains 2550 members 
Mstep: Class 4 contains 215017 members 
Mstep: Class 5 contains 14990 members 
Mstep: Class 6 contains 32628 members 
Mstep: Class 7 contains 1315 members 
Mstep: Class 8 contains 70188 members 
Mstep: Class 9 contains 43572 members 
Mstep: Class 10 contains 236351 members 
Mstep: Class 11 contains 18210 members 
Mstep: Class 12 contains 228 members 
Mstep: Class 13 contains 1798 members 
Mstep: Class 14 contains 120281 members 
Mstep: Class 15 contains 35744 members 
Mstep: Class 16 contains 5525 members 
Mstep: Class 17 contains 12865 members 
Mstep: Class 18 contains 14337 members 
Mstep: Class 19 contains 228576 members 
Mstep: Class 20 contains 25633 members 
Mstep: Class 21 contains 5832 members 
Mstep: Class 22 contains 17347 members 
Mstep: Class 23 contains 84510 members 
Mstep: Class 24 contains 9032 members 
Mstep: Class 25 contains 1095 members 
Mstep: Class 26 contains 4837 members 
Mstep: Class 27 contains 10149 members 
Mstep: Class 28 contains 1575 members 
Mstep: Class 29 contains 19790 members 
Mstep: Class 30 contains 3674 members 
Mstep: Class 31 contains 75356 members 
Mstep: Class 32 contains 930 members 
Mstep: Class 33 contains 3858 members 
Mstep: Class 34 contains 3517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155657280.000000 Penalty: 119086.632812
Iteration 95Q: 35 clusters Score -1.556573e+08 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 36139 members 
Mstep: Class 3 contains 2547 members 
Mstep: Class 4 contains 215013 members 
Mstep: Class 5 contains 14990 members 
Mstep: Class 6 contains 32573 members 
Mstep: Class 7 contains 1315 members 
Mstep: Class 8 contains 70220 members 
Mstep: Class 9 contains 43569 members 
Mstep: Class 10 contains 236324 members 
Mstep: Class 11 contains 18208 members 
Mstep: Class 12 contains 228 members 
Mstep: Class 13 contains 1798 members 
Mstep: Class 14 contains 120281 members 
Mstep: Class 15 contains 35754 members 
Mstep: Class 16 contains 5528 members 
Mstep: Class 17 contains 12865 members 
Mstep: Class 18 contains 14298 members 
Mstep: Class 19 contains 228582 members 
Mstep: Class 20 contains 25641 members 
Mstep: Class 21 contains 5905 members 
Mstep: Class 22 contains 17347 members 
Mstep: Class 23 contains 84499 members 
Mstep: Class 24 contains 9032 members 
Mstep: Class 25 contains 1095 members 
Mstep: Class 26 contains 4837 members 
Mstep: Class 27 contains 10151 members 
Mstep: Class 28 contains 1569 members 
Mstep: Class 29 contains 19793 members 
Mstep: Class 30 contains 3677 members 
Mstep: Class 31 contains 75294 members 
Mstep: Class 32 contains 930 members 
Mstep: Class 33 contains 3869 members 
Mstep: Class 34 contains 3549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155657648.000000 Penalty: 119086.632812
Iteration 96Q: 35 clusters Score -1.556576e+08 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 36163 members 
Mstep: Class 3 contains 2544 members 
Mstep: Class 4 contains 215013 members 
Mstep: Class 5 contains 14989 members 
Mstep: Class 6 contains 32514 members 
Mstep: Class 7 contains 1315 members 
Mstep: Class 8 contains 70239 members 
Mstep: Class 9 contains 43569 members 
Mstep: Class 10 contains 236311 members 
Mstep: Class 11 contains 18191 members 
Mstep: Class 12 contains 228 members 
Mstep: Class 13 contains 1798 members 
Mstep: Class 14 contains 120275 members 
Mstep: Class 15 contains 35753 members 
Mstep: Class 16 contains 5527 members 
Mstep: Class 17 contains 12863 members 
Mstep: Class 18 contains 14269 members 
Mstep: Class 19 contains 228615 members 
Mstep: Class 20 contains 25647 members 
Mstep: Class 21 contains 5993 members 
Mstep: Class 22 contains 17342 members 
Mstep: Class 23 contains 84496 members 
Mstep: Class 24 contains 9032 members 
Mstep: Class 25 contains 1096 members 
Mstep: Class 26 contains 4836 members 
Mstep: Class 27 contains 10152 members 
Mstep: Class 28 contains 1558 members 
Mstep: Class 29 contains 19790 members 
Mstep: Class 30 contains 3677 members 
Mstep: Class 31 contains 75238 members 
Mstep: Class 32 contains 930 members 
Mstep: Class 33 contains 3878 members 
Mstep: Class 34 contains 3579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155657728.000000 Penalty: 119086.632812
Iteration 97Q: 35 clusters Score -1.556577e+08 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 36185 members 
Mstep: Class 3 contains 2546 members 
Mstep: Class 4 contains 215011 members 
Mstep: Class 5 contains 14988 members 
Mstep: Class 6 contains 32449 members 
Mstep: Class 7 contains 1315 members 
Mstep: Class 8 contains 70260 members 
Mstep: Class 9 contains 43568 members 
Mstep: Class 10 contains 236276 members 
Mstep: Class 11 contains 18165 members 
Mstep: Class 12 contains 228 members 
Mstep: Class 13 contains 1799 members 
Mstep: Class 14 contains 120283 members 
Mstep: Class 15 contains 35755 members 
Mstep: Class 16 contains 5526 members 
Mstep: Class 17 contains 12860 members 
Mstep: Class 18 contains 14246 members 
Mstep: Class 19 contains 228645 members 
Mstep: Class 20 contains 25650 members 
Mstep: Class 21 contains 6089 members 
Mstep: Class 22 contains 17334 members 
Mstep: Class 23 contains 84494 members 
Mstep: Class 24 contains 9032 members 
Mstep: Class 25 contains 1096 members 
Mstep: Class 26 contains 4833 members 
Mstep: Class 27 contains 10153 members 
Mstep: Class 28 contains 1545 members 
Mstep: Class 29 contains 19786 members 
Mstep: Class 30 contains 3678 members 
Mstep: Class 31 contains 75200 members 
Mstep: Class 32 contains 930 members 
Mstep: Class 33 contains 3888 members 
Mstep: Class 34 contains 3607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155657872.000000 Penalty: 119086.632812
Iteration 98Q: 35 clusters Score -1.556579e+08 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 36202 members 
Mstep: Class 3 contains 2547 members 
Mstep: Class 4 contains 215012 members 
Mstep: Class 5 contains 14984 members 
Mstep: Class 6 contains 32382 members 
Mstep: Class 7 contains 1315 members 
Mstep: Class 8 contains 70272 members 
Mstep: Class 9 contains 43568 members 
Mstep: Class 10 contains 236260 members 
Mstep: Class 11 contains 18150 members 
Mstep: Class 12 contains 228 members 
Mstep: Class 13 contains 1799 members 
Mstep: Class 14 contains 120281 members 
Mstep: Class 15 contains 35757 members 
Mstep: Class 16 contains 5527 members 
Mstep: Class 17 contains 12860 members 
Mstep: Class 18 contains 14228 members 
Mstep: Class 19 contains 228668 members 
Mstep: Class 20 contains 25653 members 
Mstep: Class 21 contains 6174 members 
Mstep: Class 22 contains 17332 members 
Mstep: Class 23 contains 84491 members 
Mstep: Class 24 contains 9032 members 
Mstep: Class 25 contains 1096 members 
Mstep: Class 26 contains 4831 members 
Mstep: Class 27 contains 10152 members 
Mstep: Class 28 contains 1533 members 
Mstep: Class 29 contains 19785 members 
Mstep: Class 30 contains 3678 members 
Mstep: Class 31 contains 75163 members 
Mstep: Class 32 contains 930 members 
Mstep: Class 33 contains 3897 members 
Mstep: Class 34 contains 3633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155658000.000000 Penalty: 119086.632812
Iteration 99Q: 35 clusters Score -1.55658e+08 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 36210 members 
Mstep: Class 3 contains 2549 members 
Mstep: Class 4 contains 215011 members 
Mstep: Class 5 contains 14981 members 
Mstep: Class 6 contains 32307 members 
Mstep: Class 7 contains 1315 members 
Mstep: Class 8 contains 70279 members 
Mstep: Class 9 contains 43568 members 
Mstep: Class 10 contains 236249 members 
Mstep: Class 11 contains 18140 members 
Mstep: Class 12 contains 228 members 
Mstep: Class 13 contains 1799 members 
Mstep: Class 14 contains 120270 members 
Mstep: Class 15 contains 35760 members 
Mstep: Class 16 contains 5527 members 
Mstep: Class 17 contains 12861 members 
Mstep: Class 18 contains 14219 members 
Mstep: Class 19 contains 228692 members 
Mstep: Class 20 contains 25655 members 
Mstep: Class 21 contains 6261 members 
Mstep: Class 22 contains 17331 members 
Mstep: Class 23 contains 84487 members 
Mstep: Class 24 contains 9032 members 
Mstep: Class 25 contains 1096 members 
Mstep: Class 26 contains 4831 members 
Mstep: Class 27 contains 10154 members 
Mstep: Class 28 contains 1524 members 
Mstep: Class 29 contains 19781 members 
Mstep: Class 30 contains 3678 members 
Mstep: Class 31 contains 75140 members 
Mstep: Class 32 contains 930 members 
Mstep: Class 33 contains 3908 members 
Mstep: Class 34 contains 3647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155658128.000000 Penalty: 119086.632812
Iteration 100F: 35 clusters Score -1.556581e+08 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 36222 members 
Mstep: Class 3 contains 2548 members 
Mstep: Class 4 contains 215014 members 
Mstep: Class 5 contains 14979 members 
Mstep: Class 6 contains 32233 members 
Mstep: Class 7 contains 1315 members 
Mstep: Class 8 contains 70278 members 
Mstep: Class 9 contains 43568 members 
Mstep: Class 10 contains 236237 members 
Mstep: Class 11 contains 18126 members 
Mstep: Class 12 contains 228 members 
Mstep: Class 13 contains 1799 members 
Mstep: Class 14 contains 120269 members 
Mstep: Class 15 contains 35760 members 
Mstep: Class 16 contains 5525 members 
Mstep: Class 17 contains 12862 members 
Mstep: Class 18 contains 14125 members 
Mstep: Class 19 contains 228706 members 
Mstep: Class 20 contains 25664 members 
Mstep: Class 21 contains 6356 members 
Mstep: Class 22 contains 17332 members 
Mstep: Class 23 contains 84485 members 
Mstep: Class 24 contains 9032 members 
Mstep: Class 25 contains 1096 members 
Mstep: Class 26 contains 4831 members 
Mstep: Class 27 contains 10155 members 
Mstep: Class 28 contains 1511 members 
Mstep: Class 29 contains 19776 members 
Mstep: Class 30 contains 3678 members 
Mstep: Class 31 contains 75119 members 
Mstep: Class 32 contains 930 members 
Mstep: Class 33 contains 3913 members 
Mstep: Class 34 contains 3748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155658240.000000 Penalty: 119086.632812
Iteration 101Q: 35 clusters Score -1.556582e+08 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 36230 members 
Mstep: Class 3 contains 2549 members 
Mstep: Class 4 contains 215013 members 
Mstep: Class 5 contains 14979 members 
Mstep: Class 6 contains 32144 members 
Mstep: Class 7 contains 1315 members 
Mstep: Class 8 contains 70280 members 
Mstep: Class 9 contains 43568 members 
Mstep: Class 10 contains 236227 members 
Mstep: Class 11 contains 18107 members 
Mstep: Class 12 contains 228 members 
Mstep: Class 13 contains 1799 members 
Mstep: Class 14 contains 120263 members 
Mstep: Class 15 contains 35762 members 
Mstep: Class 16 contains 5524 members 
Mstep: Class 17 contains 12860 members 
Mstep: Class 18 contains 14033 members 
Mstep: Class 19 contains 228712 members 
Mstep: Class 20 contains 25679 members 
Mstep: Class 21 contains 6456 members 
Mstep: Class 22 contains 17330 members 
Mstep: Class 23 contains 84485 members 
Mstep: Class 24 contains 9032 members 
Mstep: Class 25 contains 1096 members 
Mstep: Class 26 contains 4831 members 
Mstep: Class 27 contains 10155 members 
Mstep: Class 28 contains 1505 members 
Mstep: Class 29 contains 19773 members 
Mstep: Class 30 contains 3680 members 
Mstep: Class 31 contains 75106 members 
Mstep: Class 32 contains 930 members 
Mstep: Class 33 contains 3916 members 
Mstep: Class 34 contains 3853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155658400.000000 Penalty: 119086.632812
Iteration 102Q: 35 clusters Score -1.556584e+08 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 36242 members 
Mstep: Class 3 contains 2554 members 
Mstep: Class 4 contains 215011 members 
Mstep: Class 5 contains 14978 members 
Mstep: Class 6 contains 32068 members 
Mstep: Class 7 contains 1315 members 
Mstep: Class 8 contains 70284 members 
Mstep: Class 9 contains 43568 members 
Mstep: Class 10 contains 236212 members 
Mstep: Class 11 contains 18097 members 
Mstep: Class 12 contains 228 members 
Mstep: Class 13 contains 1799 members 
Mstep: Class 14 contains 120266 members 
Mstep: Class 15 contains 35762 members 
Mstep: Class 16 contains 5525 members 
Mstep: Class 17 contains 12860 members 
Mstep: Class 18 contains 13908 members 
Mstep: Class 19 contains 228711 members 
Mstep: Class 20 contains 25690 members 
Mstep: Class 21 contains 6557 members 
Mstep: Class 22 contains 17331 members 
Mstep: Class 23 contains 84485 members 
Mstep: Class 24 contains 9032 members 
Mstep: Class 25 contains 1096 members 
Mstep: Class 26 contains 4831 members 
Mstep: Class 27 contains 10155 members 
Mstep: Class 28 contains 1496 members 
Mstep: Class 29 contains 19771 members 
Mstep: Class 30 contains 3682 members 
Mstep: Class 31 contains 75091 members 
Mstep: Class 32 contains 930 members 
Mstep: Class 33 contains 3918 members 
Mstep: Class 34 contains 3967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155658704.000000 Penalty: 119086.632812
Iteration 103Q: 35 clusters Score -1.556587e+08 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 36249 members 
Mstep: Class 3 contains 2557 members 
Mstep: Class 4 contains 215011 members 
Mstep: Class 5 contains 14977 members 
Mstep: Class 6 contains 31986 members 
Mstep: Class 7 contains 1315 members 
Mstep: Class 8 contains 70290 members 
Mstep: Class 9 contains 43568 members 
Mstep: Class 10 contains 236202 members 
Mstep: Class 11 contains 18090 members 
Mstep: Class 12 contains 228 members 
Mstep: Class 13 contains 1800 members 
Mstep: Class 14 contains 120260 members 
Mstep: Class 15 contains 35766 members 
Mstep: Class 16 contains 5527 members 
Mstep: Class 17 contains 12860 members 
Mstep: Class 18 contains 13790 members 
Mstep: Class 19 contains 228711 members 
Mstep: Class 20 contains 25704 members 
Mstep: Class 21 contains 6663 members 
Mstep: Class 22 contains 17332 members 
Mstep: Class 23 contains 84485 members 
Mstep: Class 24 contains 9032 members 
Mstep: Class 25 contains 1096 members 
Mstep: Class 26 contains 4831 members 
Mstep: Class 27 contains 10154 members 
Mstep: Class 28 contains 1488 members 
Mstep: Class 29 contains 19768 members 
Mstep: Class 30 contains 3682 members 
Mstep: Class 31 contains 75077 members 
Mstep: Class 32 contains 930 members 
Mstep: Class 33 contains 3920 members 
Mstep: Class 34 contains 4071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155658880.000000 Penalty: 119086.632812
Iteration 104Q: 35 clusters Score -1.556589e+08 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 36258 members 
Mstep: Class 3 contains 2556 members 
Mstep: Class 4 contains 215011 members 
Mstep: Class 5 contains 14976 members 
Mstep: Class 6 contains 31915 members 
Mstep: Class 7 contains 1315 members 
Mstep: Class 8 contains 70300 members 
Mstep: Class 9 contains 43568 members 
Mstep: Class 10 contains 236191 members 
Mstep: Class 11 contains 18082 members 
Mstep: Class 12 contains 228 members 
Mstep: Class 13 contains 1800 members 
Mstep: Class 14 contains 120260 members 
Mstep: Class 15 contains 35766 members 
Mstep: Class 16 contains 5529 members 
Mstep: Class 17 contains 12860 members 
Mstep: Class 18 contains 13708 members 
Mstep: Class 19 contains 228707 members 
Mstep: Class 20 contains 25726 members 
Mstep: Class 21 contains 6752 members 
Mstep: Class 22 contains 17332 members 
Mstep: Class 23 contains 84484 members 
Mstep: Class 24 contains 9032 members 
Mstep: Class 25 contains 1096 members 
Mstep: Class 26 contains 4831 members 
Mstep: Class 27 contains 10153 members 
Mstep: Class 28 contains 1475 members 
Mstep: Class 29 contains 19761 members 
Mstep: Class 30 contains 3682 members 
Mstep: Class 31 contains 75058 members 
Mstep: Class 32 contains 930 members 
Mstep: Class 33 contains 3920 members 
Mstep: Class 34 contains 4158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155658960.000000 Penalty: 119086.632812
Iteration 105Q: 35 clusters Score -1.55659e+08 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 36262 members 
Mstep: Class 3 contains 2554 members 
Mstep: Class 4 contains 215011 members 
Mstep: Class 5 contains 14975 members 
Mstep: Class 6 contains 31864 members 
Mstep: Class 7 contains 1315 members 
Mstep: Class 8 contains 70310 members 
Mstep: Class 9 contains 43568 members 
Mstep: Class 10 contains 236181 members 
Mstep: Class 11 contains 18057 members 
Mstep: Class 12 contains 228 members 
Mstep: Class 13 contains 1800 members 
Mstep: Class 14 contains 120260 members 
Mstep: Class 15 contains 35770 members 
Mstep: Class 16 contains 5528 members 
Mstep: Class 17 contains 12860 members 
Mstep: Class 18 contains 13635 members 
Mstep: Class 19 contains 228707 members 
Mstep: Class 20 contains 25737 members 
Mstep: Class 21 contains 6823 members 
Mstep: Class 22 contains 17330 members 
Mstep: Class 23 contains 84481 members 
Mstep: Class 24 contains 9032 members 
Mstep: Class 25 contains 1096 members 
Mstep: Class 26 contains 4831 members 
Mstep: Class 27 contains 10152 members 
Mstep: Class 28 contains 1467 members 
Mstep: Class 29 contains 19759 members 
Mstep: Class 30 contains 3682 members 
Mstep: Class 31 contains 75049 members 
Mstep: Class 32 contains 930 members 
Mstep: Class 33 contains 3920 members 
Mstep: Class 34 contains 4246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155659248.000000 Penalty: 119086.632812
Iteration 106Q: 35 clusters Score -1.556592e+08 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 36274 members 
Mstep: Class 3 contains 2555 members 
Mstep: Class 4 contains 215013 members 
Mstep: Class 5 contains 14975 members 
Mstep: Class 6 contains 31796 members 
Mstep: Class 7 contains 1315 members 
Mstep: Class 8 contains 70307 members 
Mstep: Class 9 contains 43567 members 
Mstep: Class 10 contains 236179 members 
Mstep: Class 11 contains 18038 members 
Mstep: Class 12 contains 228 members 
Mstep: Class 13 contains 1800 members 
Mstep: Class 14 contains 120258 members 
Mstep: Class 15 contains 35774 members 
Mstep: Class 16 contains 5529 members 
Mstep: Class 17 contains 12859 members 
Mstep: Class 18 contains 13620 members 
Mstep: Class 19 contains 228707 members 
Mstep: Class 20 contains 25742 members 
Mstep: Class 21 contains 6901 members 
Mstep: Class 22 contains 17331 members 
Mstep: Class 23 contains 84477 members 
Mstep: Class 24 contains 9032 members 
Mstep: Class 25 contains 1096 members 
Mstep: Class 26 contains 4831 members 
Mstep: Class 27 contains 10152 members 
Mstep: Class 28 contains 1446 members 
Mstep: Class 29 contains 19756 members 
Mstep: Class 30 contains 3682 members 
Mstep: Class 31 contains 75040 members 
Mstep: Class 32 contains 930 members 
Mstep: Class 33 contains 3920 members 
Mstep: Class 34 contains 4290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155659296.000000 Penalty: 119086.632812
Iteration 107Q: 35 clusters Score -1.556593e+08 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 36278 members 
Mstep: Class 3 contains 2557 members 
Mstep: Class 4 contains 215015 members 
Mstep: Class 5 contains 14975 members 
Mstep: Class 6 contains 31752 members 
Mstep: Class 7 contains 1315 members 
Mstep: Class 8 contains 70308 members 
Mstep: Class 9 contains 43567 members 
Mstep: Class 10 contains 236175 members 
Mstep: Class 11 contains 18011 members 
Mstep: Class 12 contains 228 members 
Mstep: Class 13 contains 1800 members 
Mstep: Class 14 contains 120258 members 
Mstep: Class 15 contains 35778 members 
Mstep: Class 16 contains 5529 members 
Mstep: Class 17 contains 12857 members 
Mstep: Class 18 contains 13610 members 
Mstep: Class 19 contains 228713 members 
Mstep: Class 20 contains 25747 members 
Mstep: Class 21 contains 6958 members 
Mstep: Class 22 contains 17330 members 
Mstep: Class 23 contains 84474 members 
Mstep: Class 24 contains 9032 members 
Mstep: Class 25 contains 1096 members 
Mstep: Class 26 contains 4831 members 
Mstep: Class 27 contains 10152 members 
Mstep: Class 28 contains 1440 members 
Mstep: Class 29 contains 19752 members 
Mstep: Class 30 contains 3682 members 
Mstep: Class 31 contains 75032 members 
Mstep: Class 32 contains 930 members 
Mstep: Class 33 contains 3920 members 
Mstep: Class 34 contains 4318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155659280.000000 Penalty: 119086.632812
Iteration 108Q: 35 clusters Score -1.556593e+08 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 36282 members 
Mstep: Class 3 contains 2556 members 
Mstep: Class 4 contains 215016 members 
Mstep: Class 5 contains 14975 members 
Mstep: Class 6 contains 31707 members 
Mstep: Class 7 contains 1315 members 
Mstep: Class 8 contains 70306 members 
Mstep: Class 9 contains 43567 members 
Mstep: Class 10 contains 236175 members 
Mstep: Class 11 contains 18000 members 
Mstep: Class 12 contains 228 members 
Mstep: Class 13 contains 1800 members 
Mstep: Class 14 contains 120256 members 
Mstep: Class 15 contains 35778 members 
Mstep: Class 16 contains 5529 members 
Mstep: Class 17 contains 12854 members 
Mstep: Class 18 contains 13604 members 
Mstep: Class 19 contains 228718 members 
Mstep: Class 20 contains 25755 members 
Mstep: Class 21 contains 7008 members 
Mstep: Class 22 contains 17329 members 
Mstep: Class 23 contains 84473 members 
Mstep: Class 24 contains 9032 members 
Mstep: Class 25 contains 1096 members 
Mstep: Class 26 contains 4831 members 
Mstep: Class 27 contains 10152 members 
Mstep: Class 28 contains 1431 members 
Mstep: Class 29 contains 19753 members 
Mstep: Class 30 contains 3682 members 
Mstep: Class 31 contains 75022 members 
Mstep: Class 32 contains 930 members 
Mstep: Class 33 contains 3920 members 
Mstep: Class 34 contains 4340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155659152.000000 Penalty: 119086.632812
Iteration 109Q: 35 clusters Score -1.556592e+08 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 36292 members 
Mstep: Class 3 contains 2555 members 
Mstep: Class 4 contains 215018 members 
Mstep: Class 5 contains 14975 members 
Mstep: Class 6 contains 31687 members 
Mstep: Class 7 contains 1315 members 
Mstep: Class 8 contains 70302 members 
Mstep: Class 9 contains 43567 members 
Mstep: Class 10 contains 236170 members 
Mstep: Class 11 contains 17978 members 
Mstep: Class 12 contains 228 members 
Mstep: Class 13 contains 1800 members 
Mstep: Class 14 contains 120254 members 
Mstep: Class 15 contains 35779 members 
Mstep: Class 16 contains 5529 members 
Mstep: Class 17 contains 12850 members 
Mstep: Class 18 contains 13600 members 
Mstep: Class 19 contains 228722 members 
Mstep: Class 20 contains 25763 members 
Mstep: Class 21 contains 7029 members 
Mstep: Class 22 contains 17329 members 
Mstep: Class 23 contains 84471 members 
Mstep: Class 24 contains 9032 members 
Mstep: Class 25 contains 1096 members 
Mstep: Class 26 contains 4831 members 
Mstep: Class 27 contains 10152 members 
Mstep: Class 28 contains 1428 members 
Mstep: Class 29 contains 19752 members 
Mstep: Class 30 contains 3682 members 
Mstep: Class 31 contains 75015 members 
Mstep: Class 32 contains 930 members 
Mstep: Class 33 contains 3920 members 
Mstep: Class 34 contains 4369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155659248.000000 Penalty: 119086.632812
Iteration 110Q: 35 clusters Score -1.556592e+08 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 36297 members 
Mstep: Class 3 contains 2557 members 
Mstep: Class 4 contains 215017 members 
Mstep: Class 5 contains 14975 members 
Mstep: Class 6 contains 31677 members 
Mstep: Class 7 contains 1315 members 
Mstep: Class 8 contains 70301 members 
Mstep: Class 9 contains 43567 members 
Mstep: Class 10 contains 236168 members 
Mstep: Class 11 contains 17959 members 
Mstep: Class 12 contains 228 members 
Mstep: Class 13 contains 1800 members 
Mstep: Class 14 contains 120252 members 
Mstep: Class 15 contains 35779 members 
Mstep: Class 16 contains 5529 members 
Mstep: Class 17 contains 12847 members 
Mstep: Class 18 contains 13595 members 
Mstep: Class 19 contains 228722 members 
Mstep: Class 20 contains 25768 members 
Mstep: Class 21 contains 7044 members 
Mstep: Class 22 contains 17329 members 
Mstep: Class 23 contains 84472 members 
Mstep: Class 24 contains 9032 members 
Mstep: Class 25 contains 1096 members 
Mstep: Class 26 contains 4831 members 
Mstep: Class 27 contains 10152 members 
Mstep: Class 28 contains 1429 members 
Mstep: Class 29 contains 19753 members 
Mstep: Class 30 contains 3682 members 
Mstep: Class 31 contains 75012 members 
Mstep: Class 32 contains 930 members 
Mstep: Class 33 contains 3920 members 
Mstep: Class 34 contains 4385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155659216.000000 Penalty: 119086.632812
Iteration 111Q: 35 clusters Score -1.556592e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 36305 members 
Mstep: Class 3 contains 2557 members 
Mstep: Class 4 contains 215017 members 
Mstep: Class 5 contains 14975 members 
Mstep: Class 6 contains 31662 members 
Mstep: Class 7 contains 1315 members 
Mstep: Class 8 contains 70298 members 
Mstep: Class 9 contains 43567 members 
Mstep: Class 10 contains 236163 members 
Mstep: Class 11 contains 17941 members 
Mstep: Class 12 contains 228 members 
Mstep: Class 13 contains 1800 members 
Mstep: Class 14 contains 120251 members 
Mstep: Class 15 contains 35779 members 
Mstep: Class 16 contains 5529 members 
Mstep: Class 17 contains 12846 members 
Mstep: Class 18 contains 13599 members 
Mstep: Class 19 contains 228727 members 
Mstep: Class 20 contains 25769 members 
Mstep: Class 21 contains 7061 members 
Mstep: Class 22 contains 17327 members 
Mstep: Class 23 contains 84472 members 
Mstep: Class 24 contains 9032 members 
Mstep: Class 25 contains 1096 members 
Mstep: Class 26 contains 4831 members 
Mstep: Class 27 contains 10152 members 
Mstep: Class 28 contains 1428 members 
Mstep: Class 29 contains 19752 members 
Mstep: Class 30 contains 3682 members 
Mstep: Class 31 contains 75010 members 
Mstep: Class 32 contains 930 members 
Mstep: Class 33 contains 3921 members 
Mstep: Class 34 contains 4398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155659248.000000 Penalty: 119086.632812
Iteration 112Q: 35 clusters Score -1.556592e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 36309 members 
Mstep: Class 3 contains 2558 members 
Mstep: Class 4 contains 215017 members 
Mstep: Class 5 contains 14975 members 
Mstep: Class 6 contains 31662 members 
Mstep: Class 7 contains 1315 members 
Mstep: Class 8 contains 70298 members 
Mstep: Class 9 contains 43567 members 
Mstep: Class 10 contains 236159 members 
Mstep: Class 11 contains 17922 members 
Mstep: Class 12 contains 228 members 
Mstep: Class 13 contains 1800 members 
Mstep: Class 14 contains 120252 members 
Mstep: Class 15 contains 35779 members 
Mstep: Class 16 contains 5529 members 
Mstep: Class 17 contains 12846 members 
Mstep: Class 18 contains 13596 members 
Mstep: Class 19 contains 228729 members 
Mstep: Class 20 contains 25770 members 
Mstep: Class 21 contains 7078 members 
Mstep: Class 22 contains 17327 members 
Mstep: Class 23 contains 84472 members 
Mstep: Class 24 contains 9032 members 
Mstep: Class 25 contains 1096 members 
Mstep: Class 26 contains 4831 members 
Mstep: Class 27 contains 10152 members 
Mstep: Class 28 contains 1424 members 
Mstep: Class 29 contains 19752 members 
Mstep: Class 30 contains 3682 members 
Mstep: Class 31 contains 75005 members 
Mstep: Class 32 contains 930 members 
Mstep: Class 33 contains 3922 members 
Mstep: Class 34 contains 4406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155659088.000000 Penalty: 119086.632812
Iteration 113Q: 35 clusters Score -1.556591e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 36317 members 
Mstep: Class 3 contains 2558 members 
Mstep: Class 4 contains 215017 members 
Mstep: Class 5 contains 14975 members 
Mstep: Class 6 contains 31667 members 
Mstep: Class 7 contains 1315 members 
Mstep: Class 8 contains 70301 members 
Mstep: Class 9 contains 43567 members 
Mstep: Class 10 contains 236155 members 
Mstep: Class 11 contains 17896 members 
Mstep: Class 12 contains 228 members 
Mstep: Class 13 contains 1800 members 
Mstep: Class 14 contains 120254 members 
Mstep: Class 15 contains 35778 members 
Mstep: Class 16 contains 5530 members 
Mstep: Class 17 contains 12846 members 
Mstep: Class 18 contains 13594 members 
Mstep: Class 19 contains 228725 members 
Mstep: Class 20 contains 25771 members 
Mstep: Class 21 contains 7091 members 
Mstep: Class 22 contains 17326 members 
Mstep: Class 23 contains 84472 members 
Mstep: Class 24 contains 9032 members 
Mstep: Class 25 contains 1096 members 
Mstep: Class 26 contains 4831 members 
Mstep: Class 27 contains 10152 members 
Mstep: Class 28 contains 1422 members 
Mstep: Class 29 contains 19752 members 
Mstep: Class 30 contains 3682 members 
Mstep: Class 31 contains 75000 members 
Mstep: Class 32 contains 930 members 
Mstep: Class 33 contains 3922 members 
Mstep: Class 34 contains 4418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155659312.000000 Penalty: 119086.632812
Iteration 114Q: 35 clusters Score -1.556593e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 36322 members 
Mstep: Class 3 contains 2558 members 
Mstep: Class 4 contains 215017 members 
Mstep: Class 5 contains 14975 members 
Mstep: Class 6 contains 31670 members 
Mstep: Class 7 contains 1315 members 
Mstep: Class 8 contains 70301 members 
Mstep: Class 9 contains 43567 members 
Mstep: Class 10 contains 236155 members 
Mstep: Class 11 contains 17867 members 
Mstep: Class 12 contains 228 members 
Mstep: Class 13 contains 1800 members 
Mstep: Class 14 contains 120256 members 
Mstep: Class 15 contains 35778 members 
Mstep: Class 16 contains 5530 members 
Mstep: Class 17 contains 12846 members 
Mstep: Class 18 contains 13588 members 
Mstep: Class 19 contains 228728 members 
Mstep: Class 20 contains 25771 members 
Mstep: Class 21 contains 7114 members 
Mstep: Class 22 contains 17323 members 
Mstep: Class 23 contains 84472 members 
Mstep: Class 24 contains 9032 members 
Mstep: Class 25 contains 1096 members 
Mstep: Class 26 contains 4831 members 
Mstep: Class 27 contains 10152 members 
Mstep: Class 28 contains 1422 members 
Mstep: Class 29 contains 19752 members 
Mstep: Class 30 contains 3682 members 
Mstep: Class 31 contains 74993 members 
Mstep: Class 32 contains 930 members 
Mstep: Class 33 contains 3922 members 
Mstep: Class 34 contains 4427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155659392.000000 Penalty: 119086.632812
Iteration 115Q: 35 clusters Score -1.556594e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 36323 members 
Mstep: Class 3 contains 2558 members 
Mstep: Class 4 contains 215017 members 
Mstep: Class 5 contains 14975 members 
Mstep: Class 6 contains 31661 members 
Mstep: Class 7 contains 1315 members 
Mstep: Class 8 contains 70302 members 
Mstep: Class 9 contains 43567 members 
Mstep: Class 10 contains 236154 members 
Mstep: Class 11 contains 17848 members 
Mstep: Class 12 contains 228 members 
Mstep: Class 13 contains 1800 members 
Mstep: Class 14 contains 120257 members 
Mstep: Class 15 contains 35778 members 
Mstep: Class 16 contains 5530 members 
Mstep: Class 17 contains 12846 members 
Mstep: Class 18 contains 13591 members 
Mstep: Class 19 contains 228731 members 
Mstep: Class 20 contains 25772 members 
Mstep: Class 21 contains 7134 members 
Mstep: Class 22 contains 17321 members 
Mstep: Class 23 contains 84472 members 
Mstep: Class 24 contains 9032 members 
Mstep: Class 25 contains 1096 members 
Mstep: Class 26 contains 4831 members 
Mstep: Class 27 contains 10152 members 
Mstep: Class 28 contains 1422 members 
Mstep: Class 29 contains 19752 members 
Mstep: Class 30 contains 3682 members 
Mstep: Class 31 contains 74989 members 
Mstep: Class 32 contains 930 members 
Mstep: Class 33 contains 3922 members 
Mstep: Class 34 contains 4432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155659280.000000 Penalty: 119086.632812
Iteration 116Q: 35 clusters Score -1.556593e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 36326 members 
Mstep: Class 3 contains 2558 members 
Mstep: Class 4 contains 215017 members 
Mstep: Class 5 contains 14975 members 
Mstep: Class 6 contains 31659 members 
Mstep: Class 7 contains 1315 members 
Mstep: Class 8 contains 70304 members 
Mstep: Class 9 contains 43567 members 
Mstep: Class 10 contains 236152 members 
Mstep: Class 11 contains 17829 members 
Mstep: Class 12 contains 228 members 
Mstep: Class 13 contains 1800 members 
Mstep: Class 14 contains 120257 members 
Mstep: Class 15 contains 35778 members 
Mstep: Class 16 contains 5530 members 
Mstep: Class 17 contains 12846 members 
Mstep: Class 18 contains 13593 members 
Mstep: Class 19 contains 228734 members 
Mstep: Class 20 contains 25771 members 
Mstep: Class 21 contains 7151 members 
Mstep: Class 22 contains 17317 members 
Mstep: Class 23 contains 84472 members 
Mstep: Class 24 contains 9032 members 
Mstep: Class 25 contains 1096 members 
Mstep: Class 26 contains 4831 members 
Mstep: Class 27 contains 10152 members 
Mstep: Class 28 contains 1422 members 
Mstep: Class 29 contains 19752 members 
Mstep: Class 30 contains 3682 members 
Mstep: Class 31 contains 74987 members 
Mstep: Class 32 contains 930 members 
Mstep: Class 33 contains 3923 members 
Mstep: Class 34 contains 4434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155659216.000000 Penalty: 119086.632812
Iteration 117Q: 35 clusters Score -1.556592e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 36331 members 
Mstep: Class 3 contains 2559 members 
Mstep: Class 4 contains 215017 members 
Mstep: Class 5 contains 14975 members 
Mstep: Class 6 contains 31661 members 
Mstep: Class 7 contains 1315 members 
Mstep: Class 8 contains 70303 members 
Mstep: Class 9 contains 43567 members 
Mstep: Class 10 contains 236151 members 
Mstep: Class 11 contains 17807 members 
Mstep: Class 12 contains 228 members 
Mstep: Class 13 contains 1800 members 
Mstep: Class 14 contains 120254 members 
Mstep: Class 15 contains 35778 members 
Mstep: Class 16 contains 5530 members 
Mstep: Class 17 contains 12846 members 
Mstep: Class 18 contains 13597 members 
Mstep: Class 19 contains 228737 members 
Mstep: Class 20 contains 25771 members 
Mstep: Class 21 contains 7164 members 
Mstep: Class 22 contains 17314 members 
Mstep: Class 23 contains 84472 members 
Mstep: Class 24 contains 9032 members 
Mstep: Class 25 contains 1096 members 
Mstep: Class 26 contains 4831 members 
Mstep: Class 27 contains 10152 members 
Mstep: Class 28 contains 1421 members 
Mstep: Class 29 contains 19752 members 
Mstep: Class 30 contains 3682 members 
Mstep: Class 31 contains 74986 members 
Mstep: Class 32 contains 930 members 
Mstep: Class 33 contains 3924 members 
Mstep: Class 34 contains 4437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155659200.000000 Penalty: 119086.632812
Iteration 118Q: 35 clusters Score -1.556592e+08 nChanged 68
Entering ConstructFrom: 
Score: -155659200.000000 Penalty: 119086.632812
Entering ConstructFrom: 
Trying to split cluster 1 (2824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Entering Unmasked Estep 
Score: -289463.281250 Penalty: 1970.585571
	Iteration 0F: 2 clusters Score -289463.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -286349.625000 Penalty: 3941.171143
	Iteration 0F: 3 clusters Score -286349.6 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -287032.812500 Penalty: 3941.171143
	Iteration 1F: 3 clusters Score -287032.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -287234.500000 Penalty: 3941.171143
	Iteration 2F: 3 clusters Score -287234.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -287351.312500 Penalty: 3941.171143
	Iteration 3F: 3 clusters Score -287351.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -287460.531250 Penalty: 3941.171143
	Iteration 4Q: 3 clusters Score -287460.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -287558.531250 Penalty: 3941.171143
	Iteration 5Q: 3 clusters Score -287558.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -287664.687500 Penalty: 3941.171143
	Iteration 6Q: 3 clusters Score -287664.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -287772.218750 Penalty: 3941.171143
	Iteration 7Q: 3 clusters Score -287772.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -287858.281250 Penalty: 3941.171143
	Iteration 8Q: 3 clusters Score -287858.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -287919.406250 Penalty: 3941.171143
	Iteration 9Q: 3 clusters Score -287919.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -287949.812500 Penalty: 3941.171143
	Iteration 10Q: 3 clusters Score -287949.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -287968.875000 Penalty: 3941.171143
	Iteration 11Q: 3 clusters Score -287968.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -287986.812500 Penalty: 3941.171143
	Iteration 12Q: 3 clusters Score -287986.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -288012.812500 Penalty: 3941.171143
	Iteration 13Q: 3 clusters Score -288012.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -288036.875000 Penalty: 3941.171143
	Iteration 14Q: 3 clusters Score -288036.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -288054.906250 Penalty: 3941.171143
	Iteration 15Q: 3 clusters Score -288054.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -288069.062500 Penalty: 3941.171143
	Iteration 16Q: 3 clusters Score -288069.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -288083.375000 Penalty: 3941.171143
	Iteration 17Q: 3 clusters Score -288083.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -288091.937500 Penalty: 3941.171143
	Iteration 18Q: 3 clusters Score -288091.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -288104.843750 Penalty: 3941.171143
	Iteration 19Q: 3 clusters Score -288104.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -288119.031250 Penalty: 3941.171143
	Iteration 20F: 3 clusters Score -288119 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -288139.750000 Penalty: 3941.171143
	Iteration 21Q: 3 clusters Score -288139.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -288161.062500 Penalty: 3941.171143
	Iteration 22Q: 3 clusters Score -288161.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -288181.687500 Penalty: 3941.171143
	Iteration 23Q: 3 clusters Score -288181.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -288209.406250 Penalty: 3941.171143
	Iteration 24Q: 3 clusters Score -288209.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -288231.406250 Penalty: 3941.171143
	Iteration 25Q: 3 clusters Score -288231.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -288251.281250 Penalty: 3941.171143
	Iteration 26Q: 3 clusters Score -288251.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -288261.750000 Penalty: 3941.171143
	Iteration 27Q: 3 clusters Score -288261.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -288268.125000 Penalty: 3941.171143
	Iteration 28Q: 3 clusters Score -288268.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -288275.031250 Penalty: 3941.171143
	Iteration 29Q: 3 clusters Score -288275 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -288279.437500 Penalty: 3941.171143
	Iteration 30Q: 3 clusters Score -288279.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -288290.531250 Penalty: 3941.171143
	Iteration 31Q: 3 clusters Score -288290.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -288305.218750 Penalty: 3941.171143
	Iteration 32Q: 3 clusters Score -288305.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -288314.125000 Penalty: 3941.171143
	Iteration 33Q: 3 clusters Score -288314.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -288323.625000 Penalty: 3941.171143
	Iteration 34Q: 3 clusters Score -288323.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -288332.906250 Penalty: 3941.171143
	Iteration 35Q: 3 clusters Score -288332.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -288338.000000 Penalty: 3941.171143
	Iteration 36Q: 3 clusters Score -288338 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -288342.062500 Penalty: 3941.171143
	Iteration 37Q: 3 clusters Score -288342.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -288346.906250 Penalty: 3941.171143
	Iteration 38Q: 3 clusters Score -288346.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -288351.750000 Penalty: 3941.171143
	Iteration 39Q: 3 clusters Score -288351.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -288354.343750 Penalty: 3941.171143
	Iteration 40F: 3 clusters Score -288354.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -288356.218750 Penalty: 3941.171143
	Iteration 41Q: 3 clusters Score -288356.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -288358.562500 Penalty: 3941.171143
	Iteration 42Q: 3 clusters Score -288358.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -288361.781250 Penalty: 3941.171143
	Iteration 43Q: 3 clusters Score -288361.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -288362.656250 Penalty: 3941.171143
	Iteration 44Q: 3 clusters Score -288362.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -288363.656250 Penalty: 3941.171143
	Iteration 45Q: 3 clusters Score -288363.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -288366.125000 Penalty: 3941.171143
	Iteration 46Q: 3 clusters Score -288366.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -288367.437500 Penalty: 3941.171143
	Iteration 47Q: 3 clusters Score -288367.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -288368.218750 Penalty: 3941.171143
	Iteration 48Q: 3 clusters Score -288368.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -288368.218750 Penalty: 3941.171143
	Iteration 49F: 3 clusters Score -288368.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (36336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36336 members 
Entering Unmasked Estep 
Score: -4228986.000000 Penalty: 2604.140137
	Iteration 0F: 2 clusters Score -4228986 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18025 members 
Mstep: Class 2 contains 18311 members 
Entering Unmasked Estep 
Score: -4204328.500000 Penalty: 5208.280273
	Iteration 0F: 3 clusters Score -4204328 nChanged 16447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16968 members 
Mstep: Class 2 contains 19368 members 
Entering Unmasked Estep 
Score: -4213575.000000 Penalty: 5208.280273
	Iteration 1F: 3 clusters Score -4213575 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16159 members 
Mstep: Class 2 contains 20177 members 
Entering Unmasked Estep 
Score: -4214425.500000 Penalty: 5208.280273
	Iteration 2F: 3 clusters Score -4214426 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14975 members 
Mstep: Class 2 contains 21361 members 
Entering Unmasked Estep 
Score: -4215542.500000 Penalty: 5208.280273
	Iteration 3F: 3 clusters Score -4215542 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13484 members 
Mstep: Class 2 contains 22852 members 
Entering Unmasked Estep 
Score: -4216968.500000 Penalty: 5208.280273
	Iteration 4F: 3 clusters Score -4216968 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 24605 members 
Entering Unmasked Estep 
Score: -4218751.000000 Penalty: 5208.280273
	Iteration 5F: 3 clusters Score -4218751 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 26331 members 
Entering Unmasked Estep 
Score: -4220641.000000 Penalty: 5208.280273
	Iteration 6F: 3 clusters Score -4220641 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 27754 members 
Entering Unmasked Estep 
Score: -4222236.500000 Penalty: 5208.280273
	Iteration 7F: 3 clusters Score -4222236 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 28755 members 
Entering Unmasked Estep 
Score: -4223442.000000 Penalty: 5208.280273
	Iteration 8Q: 3 clusters Score -4223442 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 29388 members 
Entering Unmasked Estep 
Score: -4224321.500000 Penalty: 5208.280273
	Iteration 9Q: 3 clusters Score -4224322 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 29737 members 
Entering Unmasked Estep 
Score: -4224889.500000 Penalty: 5208.280273
	Iteration 10Q: 3 clusters Score -4224890 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 29992 members 
Entering Unmasked Estep 
Score: -4225302.500000 Penalty: 5208.280273
	Iteration 11Q: 3 clusters Score -4225302 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 30179 members 
Entering Unmasked Estep 
Score: -4225571.500000 Penalty: 5208.280273
	Iteration 12Q: 3 clusters Score -4225572 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 30366 members 
Entering Unmasked Estep 
Score: -4225727.000000 Penalty: 5208.280273
	Iteration 13Q: 3 clusters Score -4225727 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 30550 members 
Entering Unmasked Estep 
Score: -4225845.500000 Penalty: 5208.280273
	Iteration 14Q: 3 clusters Score -4225846 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 30719 members 
Entering Unmasked Estep 
Score: -4225924.500000 Penalty: 5208.280273
	Iteration 15Q: 3 clusters Score -4225924 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 30898 members 
Entering Unmasked Estep 
Score: -4226011.500000 Penalty: 5208.280273
	Iteration 16Q: 3 clusters Score -4226012 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 31062 members 
Entering Unmasked Estep 
Score: -4226082.000000 Penalty: 5208.280273
	Iteration 17Q: 3 clusters Score -4226082 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 31229 members 
Entering Unmasked Estep 
Score: -4226131.500000 Penalty: 5208.280273
	Iteration 18Q: 3 clusters Score -4226132 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 31396 members 
Entering Unmasked Estep 
Score: -4226199.000000 Penalty: 5208.280273
	Iteration 19Q: 3 clusters Score -4226199 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 31565 members 
Entering Unmasked Estep 
Score: -4226256.500000 Penalty: 5208.280273
	Iteration 20F: 3 clusters Score -4226256 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 31732 members 
Entering Unmasked Estep 
Score: -4226297.500000 Penalty: 5208.280273
	Iteration 21Q: 3 clusters Score -4226298 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 31878 members 
Entering Unmasked Estep 
Score: -4226343.500000 Penalty: 5208.280273
	Iteration 22Q: 3 clusters Score -4226344 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 32024 members 
Entering Unmasked Estep 
Score: -4226398.500000 Penalty: 5208.280273
	Iteration 23Q: 3 clusters Score -4226398 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 32169 members 
Entering Unmasked Estep 
Score: -4226441.500000 Penalty: 5208.280273
	Iteration 24Q: 3 clusters Score -4226442 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 32293 members 
Entering Unmasked Estep 
Score: -4226467.000000 Penalty: 5208.280273
	Iteration 25Q: 3 clusters Score -4226467 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 32404 members 
Entering Unmasked Estep 
Score: -4226506.000000 Penalty: 5208.280273
	Iteration 26Q: 3 clusters Score -4226506 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 32514 members 
Entering Unmasked Estep 
Score: -4226530.000000 Penalty: 5208.280273
	Iteration 27Q: 3 clusters Score -4226530 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 32601 members 
Entering Unmasked Estep 
Score: -4226547.500000 Penalty: 5208.280273
	Iteration 28Q: 3 clusters Score -4226548 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 32691 members 
Entering Unmasked Estep 
Score: -4226575.500000 Penalty: 5208.280273
	Iteration 29Q: 3 clusters Score -4226576 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 32766 members 
Entering Unmasked Estep 
Score: -4226585.000000 Penalty: 5208.280273
	Iteration 30Q: 3 clusters Score -4226585 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 32844 members 
Entering Unmasked Estep 
Score: -4226613.000000 Penalty: 5208.280273
	Iteration 31Q: 3 clusters Score -4226613 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 32945 members 
Entering Unmasked Estep 
Score: -4226650.000000 Penalty: 5208.280273
	Iteration 32Q: 3 clusters Score -4226650 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 33044 members 
Entering Unmasked Estep 
Score: -4226662.500000 Penalty: 5208.280273
	Iteration 33Q: 3 clusters Score -4226662 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 33137 members 
Entering Unmasked Estep 
Score: -4226686.500000 Penalty: 5208.280273
	Iteration 34Q: 3 clusters Score -4226686 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 33229 members 
Entering Unmasked Estep 
Score: -4226715.500000 Penalty: 5208.280273
	Iteration 35Q: 3 clusters Score -4226716 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 33328 members 
Entering Unmasked Estep 
Score: -4226755.500000 Penalty: 5208.280273
	Iteration 36Q: 3 clusters Score -4226756 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 33407 members 
Entering Unmasked Estep 
Score: -4226778.000000 Penalty: 5208.280273
	Iteration 37Q: 3 clusters Score -4226778 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 33474 members 
Entering Unmasked Estep 
Score: -4226799.500000 Penalty: 5208.280273
	Iteration 38Q: 3 clusters Score -4226800 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 33536 members 
Entering Unmasked Estep 
Score: -4226812.000000 Penalty: 5208.280273
	Iteration 39Q: 3 clusters Score -4226812 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 33589 members 
Entering Unmasked Estep 
Score: -4226831.000000 Penalty: 5208.280273
	Iteration 40F: 3 clusters Score -4226831 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 33636 members 
Entering Unmasked Estep 
Score: -4226835.500000 Penalty: 5208.280273
	Iteration 41Q: 3 clusters Score -4226836 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 33679 members 
Entering Unmasked Estep 
Score: -4226839.000000 Penalty: 5208.280273
	Iteration 42Q: 3 clusters Score -4226839 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 33716 members 
Entering Unmasked Estep 
Score: -4226853.500000 Penalty: 5208.280273
	Iteration 43Q: 3 clusters Score -4226854 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 33748 members 
Entering Unmasked Estep 
Score: -4226848.500000 Penalty: 5208.280273
	Iteration 44Q: 3 clusters Score -4226848 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 33775 members 
Entering Unmasked Estep 
Score: -4226850.000000 Penalty: 5208.280273
	Iteration 45Q: 3 clusters Score -4226850 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 33806 members 
Entering Unmasked Estep 
Score: -4226852.500000 Penalty: 5208.280273
	Iteration 46Q: 3 clusters Score -4226852 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 33834 members 
Entering Unmasked Estep 
Score: -4226858.000000 Penalty: 5208.280273
	Iteration 47Q: 3 clusters Score -4226858 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 33863 members 
Entering Unmasked Estep 
Score: -4226860.000000 Penalty: 5208.280273
	Iteration 48Q: 3 clusters Score -4226860 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 33889 members 
Entering Unmasked Estep 
Score: -4226869.000000 Penalty: 5208.280273
	Iteration 49Q: 3 clusters Score -4226869 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 33918 members 
Entering Unmasked Estep 
Score: -4226868.500000 Penalty: 5208.280273
	Iteration 50Q: 3 clusters Score -4226868 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 33940 members 
Entering Unmasked Estep 
Score: -4226871.000000 Penalty: 5208.280273
	Iteration 51Q: 3 clusters Score -4226871 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 33966 members 
Entering Unmasked Estep 
Score: -4226868.500000 Penalty: 5208.280273
	Iteration 52Q: 3 clusters Score -4226868 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 33987 members 
Entering Unmasked Estep 
Score: -4226873.500000 Penalty: 5208.280273
	Iteration 53Q: 3 clusters Score -4226874 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 34004 members 
Entering Unmasked Estep 
Score: -4226875.500000 Penalty: 5208.280273
	Iteration 54Q: 3 clusters Score -4226876 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 34027 members 
Entering Unmasked Estep 
Score: -4226878.000000 Penalty: 5208.280273
	Iteration 55Q: 3 clusters Score -4226878 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 34045 members 
Entering Unmasked Estep 
Score: -4226881.500000 Penalty: 5208.280273
	Iteration 56Q: 3 clusters Score -4226882 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 34066 members 
Entering Unmasked Estep 
Score: -4226895.000000 Penalty: 5208.280273
	Iteration 57Q: 3 clusters Score -4226895 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 34089 members 
Entering Unmasked Estep 
Score: -4226901.000000 Penalty: 5208.280273
	Iteration 58Q: 3 clusters Score -4226901 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 34110 members 
Entering Unmasked Estep 
Score: -4226911.500000 Penalty: 5208.280273
	Iteration 59Q: 3 clusters Score -4226912 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 34127 members 
Entering Unmasked Estep 
Score: -4226921.000000 Penalty: 5208.280273
	Iteration 60F: 3 clusters Score -4226921 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 34135 members 
Entering Unmasked Estep 
Score: -4226923.000000 Penalty: 5208.280273
	Iteration 61Q: 3 clusters Score -4226923 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 34143 members 
Entering Unmasked Estep 
Score: -4226924.000000 Penalty: 5208.280273
	Iteration 62Q: 3 clusters Score -4226924 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 34153 members 
Entering Unmasked Estep 
Score: -4226918.000000 Penalty: 5208.280273
	Iteration 63Q: 3 clusters Score -4226918 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 34162 members 
Entering Unmasked Estep 
Score: -4226917.500000 Penalty: 5208.280273
	Iteration 64Q: 3 clusters Score -4226918 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 34172 members 
Entering Unmasked Estep 
Score: -4226913.500000 Penalty: 5208.280273
	Iteration 65Q: 3 clusters Score -4226914 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 34179 members 
Entering Unmasked Estep 
Score: -4226916.500000 Penalty: 5208.280273
	Iteration 66Q: 3 clusters Score -4226916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 34185 members 
Entering Unmasked Estep 
Score: -4226921.000000 Penalty: 5208.280273
	Iteration 67Q: 3 clusters Score -4226921 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 34189 members 
Entering Unmasked Estep 
Score: -4226918.500000 Penalty: 5208.280273
	Iteration 68Q: 3 clusters Score -4226918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 34190 members 
Entering Unmasked Estep 
Score: -4226919.000000 Penalty: 5208.280273
	Iteration 69Q: 3 clusters Score -4226919 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 34192 members 
Entering Unmasked Estep 
Score: -4226920.500000 Penalty: 5208.280273
	Iteration 70Q: 3 clusters Score -4226920 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 34198 members 
Entering Unmasked Estep 
Score: -4226924.500000 Penalty: 5208.280273
	Iteration 71Q: 3 clusters Score -4226924 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 34210 members 
Entering Unmasked Estep 
Score: -4226923.500000 Penalty: 5208.280273
	Iteration 72Q: 3 clusters Score -4226924 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 34222 members 
Entering Unmasked Estep 
Score: -4226926.500000 Penalty: 5208.280273
	Iteration 73Q: 3 clusters Score -4226926 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 34236 members 
Entering Unmasked Estep 
Score: -4226937.500000 Penalty: 5208.280273
	Iteration 74Q: 3 clusters Score -4226938 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 34246 members 
Entering Unmasked Estep 
Score: -4226940.500000 Penalty: 5208.280273
	Iteration 75Q: 3 clusters Score -4226940 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 34254 members 
Entering Unmasked Estep 
Score: -4226942.000000 Penalty: 5208.280273
	Iteration 76Q: 3 clusters Score -4226942 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 34263 members 
Entering Unmasked Estep 
Score: -4226945.000000 Penalty: 5208.280273
	Iteration 77Q: 3 clusters Score -4226945 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 34275 members 
Entering Unmasked Estep 
Score: -4226941.000000 Penalty: 5208.280273
	Iteration 78Q: 3 clusters Score -4226941 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 34285 members 
Entering Unmasked Estep 
Score: -4226949.500000 Penalty: 5208.280273
	Iteration 79Q: 3 clusters Score -4226950 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 34292 members 
Entering Unmasked Estep 
Score: -4226954.500000 Penalty: 5208.280273
	Iteration 80F: 3 clusters Score -4226954 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 34299 members 
Entering Unmasked Estep 
Score: -4226953.000000 Penalty: 5208.280273
	Iteration 81Q: 3 clusters Score -4226953 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 34308 members 
Entering Unmasked Estep 
Score: -4226953.000000 Penalty: 5208.280273
	Iteration 82Q: 3 clusters Score -4226953 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 34314 members 
Entering Unmasked Estep 
Score: -4226955.000000 Penalty: 5208.280273
	Iteration 83Q: 3 clusters Score -4226955 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 34320 members 
Entering Unmasked Estep 
Score: -4226955.000000 Penalty: 5208.280273
	Iteration 84Q: 3 clusters Score -4226955 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 34328 members 
Entering Unmasked Estep 
Score: -4226954.500000 Penalty: 5208.280273
	Iteration 85Q: 3 clusters Score -4226954 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 34334 members 
Entering Unmasked Estep 
Score: -4226960.000000 Penalty: 5208.280273
	Iteration 86Q: 3 clusters Score -4226960 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 34342 members 
Entering Unmasked Estep 
Score: -4226957.500000 Penalty: 5208.280273
	Iteration 87Q: 3 clusters Score -4226958 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 34349 members 
Entering Unmasked Estep 
Score: -4226963.000000 Penalty: 5208.280273
	Iteration 88Q: 3 clusters Score -4226963 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 34354 members 
Entering Unmasked Estep 
Score: -4226961.000000 Penalty: 5208.280273
	Iteration 89Q: 3 clusters Score -4226961 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 34356 members 
Entering Unmasked Estep 
Score: -4226963.000000 Penalty: 5208.280273
	Iteration 90Q: 3 clusters Score -4226963 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 34358 members 
Entering Unmasked Estep 
Score: -4226963.500000 Penalty: 5208.280273
	Iteration 91Q: 3 clusters Score -4226964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 34362 members 
Entering Unmasked Estep 
Score: -4226963.000000 Penalty: 5208.280273
	Iteration 92Q: 3 clusters Score -4226963 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 34365 members 
Entering Unmasked Estep 
Score: -4226967.500000 Penalty: 5208.280273
	Iteration 93Q: 3 clusters Score -4226968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 34368 members 
Entering Unmasked Estep 
Score: -4226971.000000 Penalty: 5208.280273
	Iteration 94Q: 3 clusters Score -4226971 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 34374 members 
Entering Unmasked Estep 
Score: -4226971.500000 Penalty: 5208.280273
	Iteration 95Q: 3 clusters Score -4226972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 34379 members 
Entering Unmasked Estep 
Score: -4226974.500000 Penalty: 5208.280273
	Iteration 96Q: 3 clusters Score -4226974 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 34386 members 
Entering Unmasked Estep 
Score: -4226969.000000 Penalty: 5208.280273
	Iteration 97Q: 3 clusters Score -4226969 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 34390 members 
Entering Unmasked Estep 
Score: -4226967.500000 Penalty: 5208.280273
	Iteration 98Q: 3 clusters Score -4226968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 34395 members 
Entering Unmasked Estep 
Score: -4226971.000000 Penalty: 5208.280273
	Iteration 99Q: 3 clusters Score -4226971 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 34398 members 
Entering Unmasked Estep 
Score: -4226970.000000 Penalty: 5208.280273
	Iteration 100F: 3 clusters Score -4226970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 34399 members 
Entering Unmasked Estep 
Score: -4226967.500000 Penalty: 5208.280273
	Iteration 101Q: 3 clusters Score -4226968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 34400 members 
Entering Unmasked Estep 
Score: -4226967.500000 Penalty: 5208.280273
	Iteration 102Q: 3 clusters Score -4226968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 34401 members 
Entering Unmasked Estep 
Score: -4226965.000000 Penalty: 5208.280273
	Iteration 103Q: 3 clusters Score -4226965 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 34403 members 
Entering Unmasked Estep 
Score: -4226967.500000 Penalty: 5208.280273
	Iteration 104Q: 3 clusters Score -4226968 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 34403 members 
Entering Unmasked Estep 
Score: -4226967.500000 Penalty: 5208.280273
	Iteration 105F: 3 clusters Score -4226968 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Entering Unmasked Estep 
Score: -249212.328125 Penalty: 1946.148315
	Iteration 0F: 2 clusters Score -249212.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -246300.625000 Penalty: 3892.296631
	Iteration 0F: 3 clusters Score -246300.6 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -246981.140625 Penalty: 3892.296631
	Iteration 1F: 3 clusters Score -246981.1 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -247313.734375 Penalty: 3892.296631
	Iteration 2F: 3 clusters Score -247313.7 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -247748.781250 Penalty: 3892.296631
	Iteration 3F: 3 clusters Score -247748.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -248317.968750 Penalty: 3892.296631
	Iteration 4F: 3 clusters Score -248318 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -248921.953125 Penalty: 3892.296631
	Iteration 5F: 3 clusters Score -248922 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -249209.015625 Penalty: 3892.296631
	Iteration 6F: 3 clusters Score -249209 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -249309.703125 Penalty: 3892.296631
	Iteration 7Q: 3 clusters Score -249309.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -249381.484375 Penalty: 3892.296631
	Iteration 8Q: 3 clusters Score -249381.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -249412.968750 Penalty: 3892.296631
	Iteration 9Q: 3 clusters Score -249413 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -249434.171875 Penalty: 3892.296631
	Iteration 10Q: 3 clusters Score -249434.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -249446.546875 Penalty: 3892.296631
	Iteration 11Q: 3 clusters Score -249446.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -249454.343750 Penalty: 3892.296631
	Iteration 12Q: 3 clusters Score -249454.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -249464.562500 Penalty: 3892.296631
	Iteration 13Q: 3 clusters Score -249464.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -249474.015625 Penalty: 3892.296631
	Iteration 14Q: 3 clusters Score -249474 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -249482.703125 Penalty: 3892.296631
	Iteration 15Q: 3 clusters Score -249482.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -249488.937500 Penalty: 3892.296631
	Iteration 16Q: 3 clusters Score -249488.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -249494.609375 Penalty: 3892.296631
	Iteration 17Q: 3 clusters Score -249494.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -249500.093750 Penalty: 3892.296631
	Iteration 18Q: 3 clusters Score -249500.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -249504.703125 Penalty: 3892.296631
	Iteration 19Q: 3 clusters Score -249504.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -249507.921875 Penalty: 3892.296631
	Iteration 20F: 3 clusters Score -249507.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -249509.953125 Penalty: 3892.296631
	Iteration 21Q: 3 clusters Score -249510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -249509.750000 Penalty: 3892.296631
	Iteration 22Q: 3 clusters Score -249509.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -249509.750000 Penalty: 3892.296631
	Iteration 23F: 3 clusters Score -249509.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 36336 members 
Mstep: Class 3 contains 1180 members 
Mstep: Class 4 contains 215017 members 
Mstep: Class 5 contains 14975 members 
Mstep: Class 6 contains 31656 members 
Mstep: Class 7 contains 1315 members 
Mstep: Class 8 contains 70300 members 
Mstep: Class 9 contains 43567 members 
Mstep: Class 10 contains 236150 members 
Mstep: Class 11 contains 17785 members 
Mstep: Class 12 contains 228 members 
Mstep: Class 13 contains 1800 members 
Mstep: Class 14 contains 120254 members 
Mstep: Class 15 contains 35778 members 
Mstep: Class 16 contains 5530 members 
Mstep: Class 17 contains 12846 members 
Mstep: Class 18 contains 13603 members 
Mstep: Class 19 contains 228739 members 
Mstep: Class 20 contains 25771 members 
Mstep: Class 21 contains 7184 members 
Mstep: Class 22 contains 17312 members 
Mstep: Class 23 contains 84472 members 
Mstep: Class 24 contains 9032 members 
Mstep: Class 25 contains 1096 members 
Mstep: Class 26 contains 4831 members 
Mstep: Class 27 contains 10152 members 
Mstep: Class 28 contains 1421 members 
Mstep: Class 29 contains 19752 members 
Mstep: Class 30 contains 3682 members 
Mstep: Class 31 contains 74985 members 
Mstep: Class 32 contains 930 members 
Mstep: Class 33 contains 3924 members 
Mstep: Class 34 contains 4438 members 
Mstep: Class 35 contains 1379 members 
Entering Unmasked Estep 
Score: -155657920.000000 Penalty: 122589.179688
Splitting cluster 3 changes total score from -155659200.000000 to -155657920.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (215017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215017 members 
Entering Unmasked Estep 
Score: -25958592.000000 Penalty: 3045.061035
	Iteration 0F: 2 clusters Score -2.595859e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107283 members 
Mstep: Class 2 contains 107734 members 
Entering Unmasked Estep 
Score: -25827324.000000 Penalty: 6090.122070
	Iteration 0F: 3 clusters Score -2.582732e+07 nChanged 103757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107530 members 
Mstep: Class 2 contains 107487 members 
Entering Unmasked Estep 
Score: -25890346.000000 Penalty: 6090.122070
	Iteration 1F: 3 clusters Score -2.589035e+07 nChanged 8725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108367 members 
Mstep: Class 2 contains 106650 members 
Entering Unmasked Estep 
Score: -25893760.000000 Penalty: 6090.122070
	Iteration 2Q: 3 clusters Score -2.589376e+07 nChanged 10269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109334 members 
Mstep: Class 2 contains 105683 members 
Entering Unmasked Estep 
Score: -25898044.000000 Penalty: 6090.122070
	Iteration 3Q: 3 clusters Score -2.589804e+07 nChanged 11560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110206 members 
Mstep: Class 2 contains 104811 members 
Entering Unmasked Estep 
Score: -25903500.000000 Penalty: 6090.122070
	Iteration 4F: 3 clusters Score -2.59035e+07 nChanged 12003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111009 members 
Mstep: Class 2 contains 104008 members 
Entering Unmasked Estep 
Score: -25909070.000000 Penalty: 6090.122070
	Iteration 5F: 3 clusters Score -2.590907e+07 nChanged 11222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111527 members 
Mstep: Class 2 contains 103490 members 
Entering Unmasked Estep 
Score: -25913430.000000 Penalty: 6090.122070
	Iteration 6F: 3 clusters Score -2.591343e+07 nChanged 9995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111748 members 
Mstep: Class 2 contains 103269 members 
Entering Unmasked Estep 
Score: -25916722.000000 Penalty: 6090.122070
	Iteration 7Q: 3 clusters Score -2.591672e+07 nChanged 8222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111656 members 
Mstep: Class 2 contains 103361 members 
Entering Unmasked Estep 
Score: -25918942.000000 Penalty: 6090.122070
	Iteration 8Q: 3 clusters Score -2.591894e+07 nChanged 6542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111314 members 
Mstep: Class 2 contains 103703 members 
Entering Unmasked Estep 
Score: -25920706.000000 Penalty: 6090.122070
	Iteration 9Q: 3 clusters Score -2.592071e+07 nChanged 5225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110715 members 
Mstep: Class 2 contains 104302 members 
Entering Unmasked Estep 
Score: -25921356.000000 Penalty: 6090.122070
	Iteration 10Q: 3 clusters Score -2.592136e+07 nChanged 4126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109817 members 
Mstep: Class 2 contains 105200 members 
Entering Unmasked Estep 
Score: -25922108.000000 Penalty: 6090.122070
	Iteration 11Q: 3 clusters Score -2.592211e+07 nChanged 3596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108489 members 
Mstep: Class 2 contains 106528 members 
Entering Unmasked Estep 
Score: -25922758.000000 Penalty: 6090.122070
	Iteration 12Q: 3 clusters Score -2.592276e+07 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106693 members 
Mstep: Class 2 contains 108324 members 
Entering Unmasked Estep 
Score: -25923386.000000 Penalty: 6090.122070
	Iteration 13Q: 3 clusters Score -2.592339e+07 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104467 members 
Mstep: Class 2 contains 110550 members 
Entering Unmasked Estep 
Score: -25924040.000000 Penalty: 6090.122070
	Iteration 14Q: 3 clusters Score -2.592404e+07 nChanged 3499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101658 members 
Mstep: Class 2 contains 113359 members 
Entering Unmasked Estep 
Score: -25924838.000000 Penalty: 6090.122070
	Iteration 15Q: 3 clusters Score -2.592484e+07 nChanged 3755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98317 members 
Mstep: Class 2 contains 116700 members 
Entering Unmasked Estep 
Score: -25925732.000000 Penalty: 6090.122070
	Iteration 16Q: 3 clusters Score -2.592573e+07 nChanged 4248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94345 members 
Mstep: Class 2 contains 120672 members 
Entering Unmasked Estep 
Score: -25926878.000000 Penalty: 6090.122070
	Iteration 17Q: 3 clusters Score -2.592688e+07 nChanged 4746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89755 members 
Mstep: Class 2 contains 125262 members 
Entering Unmasked Estep 
Score: -25928304.000000 Penalty: 6090.122070
	Iteration 18Q: 3 clusters Score -2.59283e+07 nChanged 5210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84647 members 
Mstep: Class 2 contains 130370 members 
Entering Unmasked Estep 
Score: -25929872.000000 Penalty: 6090.122070
	Iteration 19Q: 3 clusters Score -2.592987e+07 nChanged 5728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78971 members 
Mstep: Class 2 contains 136046 members 
Entering Unmasked Estep 
Score: -25931764.000000 Penalty: 6090.122070
	Iteration 20F: 3 clusters Score -2.593176e+07 nChanged 6227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72770 members 
Mstep: Class 2 contains 142247 members 
Entering Unmasked Estep 
Score: -25933658.000000 Penalty: 6090.122070
	Iteration 21Q: 3 clusters Score -2.593366e+07 nChanged 6691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66085 members 
Mstep: Class 2 contains 148932 members 
Entering Unmasked Estep 
Score: -25935820.000000 Penalty: 6090.122070
	Iteration 22Q: 3 clusters Score -2.593582e+07 nChanged 7049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59040 members 
Mstep: Class 2 contains 155977 members 
Entering Unmasked Estep 
Score: -25938044.000000 Penalty: 6090.122070
	Iteration 23Q: 3 clusters Score -2.593804e+07 nChanged 7285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51759 members 
Mstep: Class 2 contains 163258 members 
Entering Unmasked Estep 
Score: -25940410.000000 Penalty: 6090.122070
	Iteration 24Q: 3 clusters Score -2.594041e+07 nChanged 7615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44148 members 
Mstep: Class 2 contains 170869 members 
Entering Unmasked Estep 
Score: -25942650.000000 Penalty: 6090.122070
	Iteration 25Q: 3 clusters Score -2.594265e+07 nChanged 7244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36904 members 
Mstep: Class 2 contains 178113 members 
Entering Unmasked Estep 
Score: -25944726.000000 Penalty: 6090.122070
	Iteration 26Q: 3 clusters Score -2.594473e+07 nChanged 6722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30182 members 
Mstep: Class 2 contains 184835 members 
Entering Unmasked Estep 
Score: -25946642.000000 Penalty: 6090.122070
	Iteration 27Q: 3 clusters Score -2.594664e+07 nChanged 6038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24146 members 
Mstep: Class 2 contains 190871 members 
Entering Unmasked Estep 
Score: -25948532.000000 Penalty: 6090.122070
	Iteration 28Q: 3 clusters Score -2.594853e+07 nChanged 5187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18961 members 
Mstep: Class 2 contains 196056 members 
Entering Unmasked Estep 
Score: -25950000.000000 Penalty: 6090.122070
	Iteration 29Q: 3 clusters Score -2.595e+07 nChanged 4208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14755 members 
Mstep: Class 2 contains 200262 members 
Entering Unmasked Estep 
Score: -25951046.000000 Penalty: 6090.122070
	Iteration 30Q: 3 clusters Score -2.595105e+07 nChanged 3320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 203582 members 
Entering Unmasked Estep 
Score: -25951914.000000 Penalty: 6090.122070
	Iteration 31Q: 3 clusters Score -2.595191e+07 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 206123 members 
Entering Unmasked Estep 
Score: -25952798.000000 Penalty: 6090.122070
	Iteration 32Q: 3 clusters Score -2.59528e+07 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 208052 members 
Entering Unmasked Estep 
Score: -25953532.000000 Penalty: 6090.122070
	Iteration 33Q: 3 clusters Score -2.595353e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 209503 members 
Entering Unmasked Estep 
Score: -25954146.000000 Penalty: 6090.122070
	Iteration 34Q: 3 clusters Score -2.595415e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 210591 members 
Entering Unmasked Estep 
Score: -25954638.000000 Penalty: 6090.122070
	Iteration 35Q: 3 clusters Score -2.595464e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 211388 members 
Entering Unmasked Estep 
Score: -25954986.000000 Penalty: 6090.122070
	Iteration 36Q: 3 clusters Score -2.595499e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 211942 members 
Entering Unmasked Estep 
Score: -25955162.000000 Penalty: 6090.122070
	Iteration 37Q: 3 clusters Score -2.595516e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 212371 members 
Entering Unmasked Estep 
Score: -25955244.000000 Penalty: 6090.122070
	Iteration 38Q: 3 clusters Score -2.595524e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 212683 members 
Entering Unmasked Estep 
Score: -25955372.000000 Penalty: 6090.122070
	Iteration 39Q: 3 clusters Score -2.595537e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 212932 members 
Entering Unmasked Estep 
Score: -25955538.000000 Penalty: 6090.122070
	Iteration 40F: 3 clusters Score -2.595554e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 213107 members 
Entering Unmasked Estep 
Score: -25955652.000000 Penalty: 6090.122070
	Iteration 41Q: 3 clusters Score -2.595565e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 213249 members 
Entering Unmasked Estep 
Score: -25955724.000000 Penalty: 6090.122070
	Iteration 42Q: 3 clusters Score -2.595572e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 213358 members 
Entering Unmasked Estep 
Score: -25955820.000000 Penalty: 6090.122070
	Iteration 43Q: 3 clusters Score -2.595582e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 213448 members 
Entering Unmasked Estep 
Score: -25955898.000000 Penalty: 6090.122070
	Iteration 44Q: 3 clusters Score -2.59559e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 213517 members 
Entering Unmasked Estep 
Score: -25955934.000000 Penalty: 6090.122070
	Iteration 45Q: 3 clusters Score -2.595593e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 213583 members 
Entering Unmasked Estep 
Score: -25956014.000000 Penalty: 6090.122070
	Iteration 46Q: 3 clusters Score -2.595601e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 213643 members 
Entering Unmasked Estep 
Score: -25956072.000000 Penalty: 6090.122070
	Iteration 47Q: 3 clusters Score -2.595607e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 213689 members 
Entering Unmasked Estep 
Score: -25956108.000000 Penalty: 6090.122070
	Iteration 48Q: 3 clusters Score -2.595611e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 213717 members 
Entering Unmasked Estep 
Score: -25956130.000000 Penalty: 6090.122070
	Iteration 49Q: 3 clusters Score -2.595613e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 213735 members 
Entering Unmasked Estep 
Score: -25956164.000000 Penalty: 6090.122070
	Iteration 50Q: 3 clusters Score -2.595616e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 213761 members 
Entering Unmasked Estep 
Score: -25956202.000000 Penalty: 6090.122070
	Iteration 51Q: 3 clusters Score -2.59562e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 213784 members 
Entering Unmasked Estep 
Score: -25956206.000000 Penalty: 6090.122070
	Iteration 52Q: 3 clusters Score -2.595621e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 213811 members 
Entering Unmasked Estep 
Score: -25956228.000000 Penalty: 6090.122070
	Iteration 53Q: 3 clusters Score -2.595623e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 213830 members 
Entering Unmasked Estep 
Score: -25956240.000000 Penalty: 6090.122070
	Iteration 54Q: 3 clusters Score -2.595624e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 213841 members 
Entering Unmasked Estep 
Score: -25956266.000000 Penalty: 6090.122070
	Iteration 55Q: 3 clusters Score -2.595627e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 213859 members 
Entering Unmasked Estep 
Score: -25956320.000000 Penalty: 6090.122070
	Iteration 56Q: 3 clusters Score -2.595632e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 213869 members 
Entering Unmasked Estep 
Score: -25956324.000000 Penalty: 6090.122070
	Iteration 57Q: 3 clusters Score -2.595632e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 213876 members 
Entering Unmasked Estep 
Score: -25956336.000000 Penalty: 6090.122070
	Iteration 58Q: 3 clusters Score -2.595634e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 213882 members 
Entering Unmasked Estep 
Score: -25956348.000000 Penalty: 6090.122070
	Iteration 59Q: 3 clusters Score -2.595635e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 213882 members 
Entering Unmasked Estep 
Score: -25956380.000000 Penalty: 6090.122070
	Iteration 60F: 3 clusters Score -2.595638e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 213873 members 
Entering Unmasked Estep 
Score: -25956384.000000 Penalty: 6090.122070
	Iteration 61Q: 3 clusters Score -2.595638e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 213864 members 
Entering Unmasked Estep 
Score: -25956382.000000 Penalty: 6090.122070
	Iteration 62Q: 3 clusters Score -2.595638e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 213856 members 
Entering Unmasked Estep 
Score: -25956378.000000 Penalty: 6090.122070
	Iteration 63Q: 3 clusters Score -2.595638e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 213848 members 
Entering Unmasked Estep 
Score: -25956416.000000 Penalty: 6090.122070
	Iteration 64Q: 3 clusters Score -2.595642e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 213847 members 
Entering Unmasked Estep 
Score: -25956404.000000 Penalty: 6090.122070
	Iteration 65Q: 3 clusters Score -2.59564e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 213851 members 
Entering Unmasked Estep 
Score: -25956402.000000 Penalty: 6090.122070
	Iteration 66Q: 3 clusters Score -2.59564e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 213849 members 
Entering Unmasked Estep 
Score: -25956412.000000 Penalty: 6090.122070
	Iteration 67Q: 3 clusters Score -2.595641e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 213853 members 
Entering Unmasked Estep 
Score: -25956428.000000 Penalty: 6090.122070
	Iteration 68Q: 3 clusters Score -2.595643e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 213850 members 
Entering Unmasked Estep 
Score: -25956430.000000 Penalty: 6090.122070
	Iteration 69Q: 3 clusters Score -2.595643e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 213854 members 
Entering Unmasked Estep 
Score: -25956426.000000 Penalty: 6090.122070
	Iteration 70Q: 3 clusters Score -2.595643e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 213857 members 
Entering Unmasked Estep 
Score: -25956444.000000 Penalty: 6090.122070
	Iteration 71Q: 3 clusters Score -2.595644e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 213861 members 
Entering Unmasked Estep 
Score: -25956438.000000 Penalty: 6090.122070
	Iteration 72Q: 3 clusters Score -2.595644e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 213857 members 
Entering Unmasked Estep 
Score: -25956444.000000 Penalty: 6090.122070
	Iteration 73Q: 3 clusters Score -2.595644e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 213856 members 
Entering Unmasked Estep 
Score: -25956426.000000 Penalty: 6090.122070
	Iteration 74Q: 3 clusters Score -2.595643e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 213861 members 
Entering Unmasked Estep 
Score: -25956440.000000 Penalty: 6090.122070
	Iteration 75Q: 3 clusters Score -2.595644e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 213865 members 
Entering Unmasked Estep 
Score: -25956438.000000 Penalty: 6090.122070
	Iteration 76Q: 3 clusters Score -2.595644e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 213866 members 
Entering Unmasked Estep 
Score: -25956436.000000 Penalty: 6090.122070
	Iteration 77Q: 3 clusters Score -2.595644e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 213862 members 
Entering Unmasked Estep 
Score: -25956436.000000 Penalty: 6090.122070
	Iteration 78Q: 3 clusters Score -2.595644e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 213864 members 
Entering Unmasked Estep 
Score: -25956448.000000 Penalty: 6090.122070
	Iteration 79Q: 3 clusters Score -2.595645e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 213868 members 
Entering Unmasked Estep 
Score: -25956450.000000 Penalty: 6090.122070
	Iteration 80F: 3 clusters Score -2.595645e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 213865 members 
Entering Unmasked Estep 
Score: -25956434.000000 Penalty: 6090.122070
	Iteration 81Q: 3 clusters Score -2.595643e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 213868 members 
Entering Unmasked Estep 
Score: -25956454.000000 Penalty: 6090.122070
	Iteration 82Q: 3 clusters Score -2.595645e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 213867 members 
Entering Unmasked Estep 
Score: -25956442.000000 Penalty: 6090.122070
	Iteration 83Q: 3 clusters Score -2.595644e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 213869 members 
Entering Unmasked Estep 
Score: -25956452.000000 Penalty: 6090.122070
	Iteration 84Q: 3 clusters Score -2.595645e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 213870 members 
Entering Unmasked Estep 
Score: -25956446.000000 Penalty: 6090.122070
	Iteration 85Q: 3 clusters Score -2.595645e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 213870 members 
Entering Unmasked Estep 
Score: -25956446.000000 Penalty: 6090.122070
	Iteration 86F: 3 clusters Score -2.595645e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (14975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14975 members 
Entering Unmasked Estep 
Score: -1706183.500000 Penalty: 2384.306152
	Iteration 0F: 2 clusters Score -1706184 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -1695283.125000 Penalty: 4768.612305
	Iteration 0F: 3 clusters Score -1695283 nChanged 6490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -1698758.750000 Penalty: 4768.612305
	Iteration 1F: 3 clusters Score -1698759 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -1699251.250000 Penalty: 4768.612305
	Iteration 2F: 3 clusters Score -1699251 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -1699685.750000 Penalty: 4768.612305
	Iteration 3F: 3 clusters Score -1699686 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -1700177.250000 Penalty: 4768.612305
	Iteration 4F: 3 clusters Score -1700177 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -1700820.250000 Penalty: 4768.612305
	Iteration 5F: 3 clusters Score -1700820 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1701532.625000 Penalty: 4768.612305
	Iteration 6F: 3 clusters Score -1701533 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -1702339.750000 Penalty: 4768.612305
	Iteration 7F: 3 clusters Score -1702340 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -1703164.500000 Penalty: 4768.612305
	Iteration 8F: 3 clusters Score -1703164 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -1703794.000000 Penalty: 4768.612305
	Iteration 9F: 3 clusters Score -1703794 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -1704191.750000 Penalty: 4768.612305
	Iteration 10Q: 3 clusters Score -1704192 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -1704465.000000 Penalty: 4768.612305
	Iteration 11Q: 3 clusters Score -1704465 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -1704671.500000 Penalty: 4768.612305
	Iteration 12Q: 3 clusters Score -1704672 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -1704854.375000 Penalty: 4768.612305
	Iteration 13Q: 3 clusters Score -1704854 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12310 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -1704971.500000 Penalty: 4768.612305
	Iteration 14Q: 3 clusters Score -1704972 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12498 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -1705061.625000 Penalty: 4768.612305
	Iteration 15Q: 3 clusters Score -1705062 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -1705136.125000 Penalty: 4768.612305
	Iteration 16Q: 3 clusters Score -1705136 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12820 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -1705204.625000 Penalty: 4768.612305
	Iteration 17Q: 3 clusters Score -1705205 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12944 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -1705260.750000 Penalty: 4768.612305
	Iteration 18Q: 3 clusters Score -1705261 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13059 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1705304.250000 Penalty: 4768.612305
	Iteration 19Q: 3 clusters Score -1705304 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13150 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -1705342.500000 Penalty: 4768.612305
	Iteration 20F: 3 clusters Score -1705342 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13233 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -1705360.125000 Penalty: 4768.612305
	Iteration 21Q: 3 clusters Score -1705360 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -1705380.125000 Penalty: 4768.612305
	Iteration 22Q: 3 clusters Score -1705380 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1705394.625000 Penalty: 4768.612305
	Iteration 23Q: 3 clusters Score -1705395 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13389 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1705404.875000 Penalty: 4768.612305
	Iteration 24Q: 3 clusters Score -1705405 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13420 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1705417.000000 Penalty: 4768.612305
	Iteration 25Q: 3 clusters Score -1705417 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1705422.625000 Penalty: 4768.612305
	Iteration 26Q: 3 clusters Score -1705423 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13467 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1705425.125000 Penalty: 4768.612305
	Iteration 27Q: 3 clusters Score -1705425 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13486 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1705436.625000 Penalty: 4768.612305
	Iteration 28Q: 3 clusters Score -1705437 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13497 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -1705432.125000 Penalty: 4768.612305
	Iteration 29Q: 3 clusters Score -1705432 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13506 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1705436.000000 Penalty: 4768.612305
	Iteration 30Q: 3 clusters Score -1705436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13510 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -1705437.125000 Penalty: 4768.612305
	Iteration 31Q: 3 clusters Score -1705437 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13513 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1705438.500000 Penalty: 4768.612305
	Iteration 32Q: 3 clusters Score -1705438 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13513 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1705438.500000 Penalty: 4768.612305
	Iteration 33F: 3 clusters Score -1705438 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (31656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31656 members 
Entering Unmasked Estep 
Score: -3619341.000000 Penalty: 2569.945557
	Iteration 0F: 2 clusters Score -3619341 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15862 members 
Mstep: Class 2 contains 15794 members 
Entering Unmasked Estep 
Score: -3597646.750000 Penalty: 5139.891113
	Iteration 0F: 3 clusters Score -3597647 nChanged 14348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16120 members 
Mstep: Class 2 contains 15536 members 
Entering Unmasked Estep 
Score: -3605289.250000 Penalty: 5139.891113
	Iteration 1F: 3 clusters Score -3605289 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16148 members 
Mstep: Class 2 contains 15508 members 
Entering Unmasked Estep 
Score: -3605801.000000 Penalty: 5139.891113
	Iteration 2Q: 3 clusters Score -3605801 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16131 members 
Mstep: Class 2 contains 15525 members 
Entering Unmasked Estep 
Score: -3606244.750000 Penalty: 5139.891113
	Iteration 3Q: 3 clusters Score -3606245 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16138 members 
Mstep: Class 2 contains 15518 members 
Entering Unmasked Estep 
Score: -3606590.000000 Penalty: 5139.891113
	Iteration 4Q: 3 clusters Score -3606590 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16165 members 
Mstep: Class 2 contains 15491 members 
Entering Unmasked Estep 
Score: -3606907.000000 Penalty: 5139.891113
	Iteration 5Q: 3 clusters Score -3606907 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16166 members 
Mstep: Class 2 contains 15490 members 
Entering Unmasked Estep 
Score: -3607265.000000 Penalty: 5139.891113
	Iteration 6Q: 3 clusters Score -3607265 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16139 members 
Mstep: Class 2 contains 15517 members 
Entering Unmasked Estep 
Score: -3607814.750000 Penalty: 5139.891113
	Iteration 7Q: 3 clusters Score -3607815 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16110 members 
Mstep: Class 2 contains 15546 members 
Entering Unmasked Estep 
Score: -3608515.250000 Penalty: 5139.891113
	Iteration 8Q: 3 clusters Score -3608515 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16150 members 
Mstep: Class 2 contains 15506 members 
Entering Unmasked Estep 
Score: -3609293.250000 Penalty: 5139.891113
	Iteration 9Q: 3 clusters Score -3609293 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16348 members 
Mstep: Class 2 contains 15308 members 
Entering Unmasked Estep 
Score: -3610049.250000 Penalty: 5139.891113
	Iteration 10Q: 3 clusters Score -3610049 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16717 members 
Mstep: Class 2 contains 14939 members 
Entering Unmasked Estep 
Score: -3610750.000000 Penalty: 5139.891113
	Iteration 11Q: 3 clusters Score -3610750 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17230 members 
Mstep: Class 2 contains 14426 members 
Entering Unmasked Estep 
Score: -3611423.750000 Penalty: 5139.891113
	Iteration 12Q: 3 clusters Score -3611424 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17804 members 
Mstep: Class 2 contains 13852 members 
Entering Unmasked Estep 
Score: -3612029.250000 Penalty: 5139.891113
	Iteration 13Q: 3 clusters Score -3612029 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18434 members 
Mstep: Class 2 contains 13222 members 
Entering Unmasked Estep 
Score: -3612588.000000 Penalty: 5139.891113
	Iteration 14Q: 3 clusters Score -3612588 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19141 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -3613058.750000 Penalty: 5139.891113
	Iteration 15Q: 3 clusters Score -3613059 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19857 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -3613470.750000 Penalty: 5139.891113
	Iteration 16Q: 3 clusters Score -3613471 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20589 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -3613848.000000 Penalty: 5139.891113
	Iteration 17Q: 3 clusters Score -3613848 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21303 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -3614138.000000 Penalty: 5139.891113
	Iteration 18Q: 3 clusters Score -3614138 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22057 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -3614448.000000 Penalty: 5139.891113
	Iteration 19Q: 3 clusters Score -3614448 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22796 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -3614805.500000 Penalty: 5139.891113
	Iteration 20F: 3 clusters Score -3614806 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23574 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -3615174.250000 Penalty: 5139.891113
	Iteration 21Q: 3 clusters Score -3615174 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24336 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -3615590.750000 Penalty: 5139.891113
	Iteration 22Q: 3 clusters Score -3615591 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25062 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -3615984.250000 Penalty: 5139.891113
	Iteration 23Q: 3 clusters Score -3615984 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25757 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -3616407.000000 Penalty: 5139.891113
	Iteration 24Q: 3 clusters Score -3616407 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26442 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -3616857.000000 Penalty: 5139.891113
	Iteration 25Q: 3 clusters Score -3616857 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27092 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -3617340.750000 Penalty: 5139.891113
	Iteration 26Q: 3 clusters Score -3617341 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27622 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -3617831.250000 Penalty: 5139.891113
	Iteration 27Q: 3 clusters Score -3617831 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28069 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -3618295.500000 Penalty: 5139.891113
	Iteration 28Q: 3 clusters Score -3618296 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28404 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -3618643.750000 Penalty: 5139.891113
	Iteration 29Q: 3 clusters Score -3618644 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28618 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -3618822.500000 Penalty: 5139.891113
	Iteration 30Q: 3 clusters Score -3618822 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28763 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -3618931.750000 Penalty: 5139.891113
	Iteration 31Q: 3 clusters Score -3618932 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28868 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -3618983.750000 Penalty: 5139.891113
	Iteration 32Q: 3 clusters Score -3618984 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28945 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -3619015.000000 Penalty: 5139.891113
	Iteration 33Q: 3 clusters Score -3619015 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29000 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -3619048.250000 Penalty: 5139.891113
	Iteration 34Q: 3 clusters Score -3619048 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29041 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -3619051.750000 Penalty: 5139.891113
	Iteration 35Q: 3 clusters Score -3619052 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29069 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -3619053.500000 Penalty: 5139.891113
	Iteration 36Q: 3 clusters Score -3619054 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29094 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -3619060.250000 Penalty: 5139.891113
	Iteration 37Q: 3 clusters Score -3619060 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29104 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -3619055.750000 Penalty: 5139.891113
	Iteration 38Q: 3 clusters Score -3619056 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29114 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -3619053.250000 Penalty: 5139.891113
	Iteration 39Q: 3 clusters Score -3619053 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29118 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -3619055.250000 Penalty: 5139.891113
	Iteration 40F: 3 clusters Score -3619055 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29120 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -3619049.000000 Penalty: 5139.891113
	Iteration 41Q: 3 clusters Score -3619049 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29120 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -3619049.000000 Penalty: 5139.891113
	Iteration 42F: 3 clusters Score -3619049 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Entering Unmasked Estep 
Score: -143320.515625 Penalty: 1781.034790
	Iteration 0F: 2 clusters Score -143320.5 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 643 members 
Entering Unmasked Estep 
Score: -141289.593750 Penalty: 3562.069580
	Iteration 0F: 3 clusters Score -141289.6 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -141860.890625 Penalty: 3562.069580
	Iteration 1F: 3 clusters Score -141860.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -142137.281250 Penalty: 3562.069580
	Iteration 2F: 3 clusters Score -142137.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -142417.593750 Penalty: 3562.069580
	Iteration 3F: 3 clusters Score -142417.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -142615.265625 Penalty: 3562.069580
	Iteration 4F: 3 clusters Score -142615.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -142756.687500 Penalty: 3562.069580
	Iteration 5Q: 3 clusters Score -142756.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -142874.156250 Penalty: 3562.069580
	Iteration 6Q: 3 clusters Score -142874.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -142966.015625 Penalty: 3562.069580
	Iteration 7Q: 3 clusters Score -142966 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -143017.906250 Penalty: 3562.069580
	Iteration 8Q: 3 clusters Score -143017.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -143085.515625 Penalty: 3562.069580
	Iteration 9Q: 3 clusters Score -143085.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -143164.968750 Penalty: 3562.069580
	Iteration 10Q: 3 clusters Score -143165 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -143280.437500 Penalty: 3562.069580
	Iteration 11Q: 3 clusters Score -143280.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -143300.406250 Penalty: 3562.069580
	Iteration 12Q: 3 clusters Score -143300.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -143315.718750 Penalty: 3562.069580
	Iteration 13Q: 3 clusters Score -143315.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -143335.515625 Penalty: 3562.069580
	Iteration 14Q: 3 clusters Score -143335.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -143358.187500 Penalty: 3562.069580
	Iteration 15Q: 3 clusters Score -143358.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -143372.140625 Penalty: 3562.069580
	Iteration 16Q: 3 clusters Score -143372.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -143385.234375 Penalty: 3562.069580
	Iteration 17Q: 3 clusters Score -143385.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -143397.421875 Penalty: 3562.069580
	Iteration 18Q: 3 clusters Score -143397.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -143405.734375 Penalty: 3562.069580
	Iteration 19Q: 3 clusters Score -143405.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -143408.953125 Penalty: 3562.069580
	Iteration 20F: 3 clusters Score -143409 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -143414.343750 Penalty: 3562.069580
	Iteration 21Q: 3 clusters Score -143414.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -143414.343750 Penalty: 3562.069580
	Iteration 22F: 3 clusters Score -143414.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 36336 members 
Mstep: Class 3 contains 2559 members 
Mstep: Class 4 contains 215017 members 
Mstep: Class 5 contains 14975 members 
Mstep: Class 6 contains 31656 members 
Mstep: Class 7 contains 943 members 
Mstep: Class 8 contains 70300 members 
Mstep: Class 9 contains 43567 members 
Mstep: Class 10 contains 236150 members 
Mstep: Class 11 contains 17785 members 
Mstep: Class 12 contains 228 members 
Mstep: Class 13 contains 1800 members 
Mstep: Class 14 contains 120254 members 
Mstep: Class 15 contains 35778 members 
Mstep: Class 16 contains 5530 members 
Mstep: Class 17 contains 12846 members 
Mstep: Class 18 contains 13603 members 
Mstep: Class 19 contains 228739 members 
Mstep: Class 20 contains 25771 members 
Mstep: Class 21 contains 7184 members 
Mstep: Class 22 contains 17312 members 
Mstep: Class 23 contains 84472 members 
Mstep: Class 24 contains 9032 members 
Mstep: Class 25 contains 1096 members 
Mstep: Class 26 contains 4831 members 
Mstep: Class 27 contains 10152 members 
Mstep: Class 28 contains 1421 members 
Mstep: Class 29 contains 19752 members 
Mstep: Class 30 contains 3682 members 
Mstep: Class 31 contains 74985 members 
Mstep: Class 32 contains 930 members 
Mstep: Class 33 contains 3924 members 
Mstep: Class 34 contains 4438 members 
Mstep: Class 35 contains 372 members 
Entering Unmasked Estep 
Score: -155657680.000000 Penalty: 122589.179688
Splitting cluster 7 changes total score from -155659200.000000 to -155657680.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (70300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70300 members 
Entering Unmasked Estep 
Score: -7650570.500000 Penalty: 2767.810791
	Iteration 0F: 2 clusters Score -7650570 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35155 members 
Mstep: Class 2 contains 35145 members 
Entering Unmasked Estep 
Score: -7603226.500000 Penalty: 5535.621582
	Iteration 0F: 3 clusters Score -7603226 nChanged 33029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35830 members 
Mstep: Class 2 contains 34470 members 
Entering Unmasked Estep 
Score: -7622116.000000 Penalty: 5535.621582
	Iteration 1F: 3 clusters Score -7622116 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36343 members 
Mstep: Class 2 contains 33957 members 
Entering Unmasked Estep 
Score: -7623018.500000 Penalty: 5535.621582
	Iteration 2Q: 3 clusters Score -7623018 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37136 members 
Mstep: Class 2 contains 33164 members 
Entering Unmasked Estep 
Score: -7624095.500000 Penalty: 5535.621582
	Iteration 3Q: 3 clusters Score -7624096 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38253 members 
Mstep: Class 2 contains 32047 members 
Entering Unmasked Estep 
Score: -7625472.500000 Penalty: 5535.621582
	Iteration 4Q: 3 clusters Score -7625472 nChanged 3610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39805 members 
Mstep: Class 2 contains 30495 members 
Entering Unmasked Estep 
Score: -7627222.500000 Penalty: 5535.621582
	Iteration 5F: 3 clusters Score -7627222 nChanged 3865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41634 members 
Mstep: Class 2 contains 28666 members 
Entering Unmasked Estep 
Score: -7629223.500000 Penalty: 5535.621582
	Iteration 6F: 3 clusters Score -7629224 nChanged 3916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43716 members 
Mstep: Class 2 contains 26584 members 
Entering Unmasked Estep 
Score: -7631346.000000 Penalty: 5535.621582
	Iteration 7F: 3 clusters Score -7631346 nChanged 3844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45936 members 
Mstep: Class 2 contains 24364 members 
Entering Unmasked Estep 
Score: -7633653.000000 Penalty: 5535.621582
	Iteration 8F: 3 clusters Score -7633653 nChanged 3856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48198 members 
Mstep: Class 2 contains 22102 members 
Entering Unmasked Estep 
Score: -7636181.000000 Penalty: 5535.621582
	Iteration 9F: 3 clusters Score -7636181 nChanged 3531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50289 members 
Mstep: Class 2 contains 20011 members 
Entering Unmasked Estep 
Score: -7638512.000000 Penalty: 5535.621582
	Iteration 10F: 3 clusters Score -7638512 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51936 members 
Mstep: Class 2 contains 18364 members 
Entering Unmasked Estep 
Score: -7640281.500000 Penalty: 5535.621582
	Iteration 11Q: 3 clusters Score -7640282 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53280 members 
Mstep: Class 2 contains 17020 members 
Entering Unmasked Estep 
Score: -7641493.500000 Penalty: 5535.621582
	Iteration 12Q: 3 clusters Score -7641494 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54397 members 
Mstep: Class 2 contains 15903 members 
Entering Unmasked Estep 
Score: -7642197.500000 Penalty: 5535.621582
	Iteration 13Q: 3 clusters Score -7642198 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55449 members 
Mstep: Class 2 contains 14851 members 
Entering Unmasked Estep 
Score: -7642749.500000 Penalty: 5535.621582
	Iteration 14Q: 3 clusters Score -7642750 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56432 members 
Mstep: Class 2 contains 13868 members 
Entering Unmasked Estep 
Score: -7643177.500000 Penalty: 5535.621582
	Iteration 15Q: 3 clusters Score -7643178 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57356 members 
Mstep: Class 2 contains 12944 members 
Entering Unmasked Estep 
Score: -7643538.000000 Penalty: 5535.621582
	Iteration 16Q: 3 clusters Score -7643538 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58234 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -7643899.000000 Penalty: 5535.621582
	Iteration 17Q: 3 clusters Score -7643899 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59095 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -7644261.500000 Penalty: 5535.621582
	Iteration 18Q: 3 clusters Score -7644262 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59923 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -7644562.000000 Penalty: 5535.621582
	Iteration 19Q: 3 clusters Score -7644562 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60689 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -7644870.000000 Penalty: 5535.621582
	Iteration 20F: 3 clusters Score -7644870 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61398 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -7645080.500000 Penalty: 5535.621582
	Iteration 21Q: 3 clusters Score -7645080 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62117 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -7645339.000000 Penalty: 5535.621582
	Iteration 22Q: 3 clusters Score -7645339 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62787 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -7645600.000000 Penalty: 5535.621582
	Iteration 23Q: 3 clusters Score -7645600 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63455 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -7645935.000000 Penalty: 5535.621582
	Iteration 24Q: 3 clusters Score -7645935 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64091 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -7646211.500000 Penalty: 5535.621582
	Iteration 25Q: 3 clusters Score -7646212 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64682 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -7646457.000000 Penalty: 5535.621582
	Iteration 26Q: 3 clusters Score -7646457 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65246 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -7646679.000000 Penalty: 5535.621582
	Iteration 27Q: 3 clusters Score -7646679 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65763 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -7646919.000000 Penalty: 5535.621582
	Iteration 28Q: 3 clusters Score -7646919 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66234 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -7647104.000000 Penalty: 5535.621582
	Iteration 29Q: 3 clusters Score -7647104 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66657 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -7647283.000000 Penalty: 5535.621582
	Iteration 30Q: 3 clusters Score -7647283 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67059 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -7647427.000000 Penalty: 5535.621582
	Iteration 31Q: 3 clusters Score -7647427 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67414 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -7647614.000000 Penalty: 5535.621582
	Iteration 32Q: 3 clusters Score -7647614 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67723 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -7647747.000000 Penalty: 5535.621582
	Iteration 33Q: 3 clusters Score -7647747 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68010 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -7647907.000000 Penalty: 5535.621582
	Iteration 34Q: 3 clusters Score -7647907 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68235 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -7648027.500000 Penalty: 5535.621582
	Iteration 35Q: 3 clusters Score -7648028 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68419 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -7648125.000000 Penalty: 5535.621582
	Iteration 36Q: 3 clusters Score -7648125 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68569 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -7648175.500000 Penalty: 5535.621582
	Iteration 37Q: 3 clusters Score -7648176 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68713 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -7648224.000000 Penalty: 5535.621582
	Iteration 38Q: 3 clusters Score -7648224 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68819 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -7648283.500000 Penalty: 5535.621582
	Iteration 39Q: 3 clusters Score -7648284 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68928 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -7648339.500000 Penalty: 5535.621582
	Iteration 40F: 3 clusters Score -7648340 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68996 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -7648369.000000 Penalty: 5535.621582
	Iteration 41Q: 3 clusters Score -7648369 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69053 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -7648408.000000 Penalty: 5535.621582
	Iteration 42Q: 3 clusters Score -7648408 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69096 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -7648434.000000 Penalty: 5535.621582
	Iteration 43Q: 3 clusters Score -7648434 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69128 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -7648450.500000 Penalty: 5535.621582
	Iteration 44Q: 3 clusters Score -7648450 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69160 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -7648464.500000 Penalty: 5535.621582
	Iteration 45Q: 3 clusters Score -7648464 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69187 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -7648484.500000 Penalty: 5535.621582
	Iteration 46Q: 3 clusters Score -7648484 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69211 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -7648503.000000 Penalty: 5535.621582
	Iteration 47Q: 3 clusters Score -7648503 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69236 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -7648494.000000 Penalty: 5535.621582
	Iteration 48Q: 3 clusters Score -7648494 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69248 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -7648507.000000 Penalty: 5535.621582
	Iteration 49Q: 3 clusters Score -7648507 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69263 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -7648508.000000 Penalty: 5535.621582
	Iteration 50Q: 3 clusters Score -7648508 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69274 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -7648526.500000 Penalty: 5535.621582
	Iteration 51Q: 3 clusters Score -7648526 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69282 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -7648541.000000 Penalty: 5535.621582
	Iteration 52Q: 3 clusters Score -7648541 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69287 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -7648544.500000 Penalty: 5535.621582
	Iteration 53Q: 3 clusters Score -7648544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69289 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -7648539.000000 Penalty: 5535.621582
	Iteration 54Q: 3 clusters Score -7648539 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69290 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -7648540.500000 Penalty: 5535.621582
	Iteration 55Q: 3 clusters Score -7648540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69293 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -7648539.500000 Penalty: 5535.621582
	Iteration 56Q: 3 clusters Score -7648540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69294 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -7648544.000000 Penalty: 5535.621582
	Iteration 57Q: 3 clusters Score -7648544 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69294 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -7648544.000000 Penalty: 5535.621582
	Iteration 58F: 3 clusters Score -7648544 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (43567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43567 members 
Entering Unmasked Estep 
Score: -5078439.000000 Penalty: 2649.149658
	Iteration 0F: 2 clusters Score -5078439 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21790 members 
Mstep: Class 2 contains 21777 members 
Entering Unmasked Estep 
Score: -5048787.500000 Penalty: 5298.299316
	Iteration 0F: 3 clusters Score -5048788 nChanged 20217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21739 members 
Mstep: Class 2 contains 21828 members 
Entering Unmasked Estep 
Score: -5060230.000000 Penalty: 5298.299316
	Iteration 1F: 3 clusters Score -5060230 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21669 members 
Mstep: Class 2 contains 21898 members 
Entering Unmasked Estep 
Score: -5060980.500000 Penalty: 5298.299316
	Iteration 2Q: 3 clusters Score -5060980 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21542 members 
Mstep: Class 2 contains 22025 members 
Entering Unmasked Estep 
Score: -5061717.000000 Penalty: 5298.299316
	Iteration 3Q: 3 clusters Score -5061717 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21395 members 
Mstep: Class 2 contains 22172 members 
Entering Unmasked Estep 
Score: -5062466.000000 Penalty: 5298.299316
	Iteration 4Q: 3 clusters Score -5062466 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21234 members 
Mstep: Class 2 contains 22333 members 
Entering Unmasked Estep 
Score: -5063235.000000 Penalty: 5298.299316
	Iteration 5Q: 3 clusters Score -5063235 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21143 members 
Mstep: Class 2 contains 22424 members 
Entering Unmasked Estep 
Score: -5063999.500000 Penalty: 5298.299316
	Iteration 6Q: 3 clusters Score -5064000 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21155 members 
Mstep: Class 2 contains 22412 members 
Entering Unmasked Estep 
Score: -5064813.000000 Penalty: 5298.299316
	Iteration 7Q: 3 clusters Score -5064813 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21237 members 
Mstep: Class 2 contains 22330 members 
Entering Unmasked Estep 
Score: -5065669.500000 Penalty: 5298.299316
	Iteration 8Q: 3 clusters Score -5065670 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21385 members 
Mstep: Class 2 contains 22182 members 
Entering Unmasked Estep 
Score: -5066529.000000 Penalty: 5298.299316
	Iteration 9Q: 3 clusters Score -5066529 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21622 members 
Mstep: Class 2 contains 21945 members 
Entering Unmasked Estep 
Score: -5067357.500000 Penalty: 5298.299316
	Iteration 10Q: 3 clusters Score -5067358 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21924 members 
Mstep: Class 2 contains 21643 members 
Entering Unmasked Estep 
Score: -5067987.500000 Penalty: 5298.299316
	Iteration 11Q: 3 clusters Score -5067988 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22290 members 
Mstep: Class 2 contains 21277 members 
Entering Unmasked Estep 
Score: -5068468.000000 Penalty: 5298.299316
	Iteration 12Q: 3 clusters Score -5068468 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22626 members 
Mstep: Class 2 contains 20941 members 
Entering Unmasked Estep 
Score: -5068791.500000 Penalty: 5298.299316
	Iteration 13Q: 3 clusters Score -5068792 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22954 members 
Mstep: Class 2 contains 20613 members 
Entering Unmasked Estep 
Score: -5069076.000000 Penalty: 5298.299316
	Iteration 14Q: 3 clusters Score -5069076 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23251 members 
Mstep: Class 2 contains 20316 members 
Entering Unmasked Estep 
Score: -5069341.500000 Penalty: 5298.299316
	Iteration 15Q: 3 clusters Score -5069342 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23614 members 
Mstep: Class 2 contains 19953 members 
Entering Unmasked Estep 
Score: -5069545.000000 Penalty: 5298.299316
	Iteration 16Q: 3 clusters Score -5069545 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23959 members 
Mstep: Class 2 contains 19608 members 
Entering Unmasked Estep 
Score: -5069677.500000 Penalty: 5298.299316
	Iteration 17Q: 3 clusters Score -5069678 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24323 members 
Mstep: Class 2 contains 19244 members 
Entering Unmasked Estep 
Score: -5069801.000000 Penalty: 5298.299316
	Iteration 18Q: 3 clusters Score -5069801 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24720 members 
Mstep: Class 2 contains 18847 members 
Entering Unmasked Estep 
Score: -5069938.500000 Penalty: 5298.299316
	Iteration 19Q: 3 clusters Score -5069938 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25130 members 
Mstep: Class 2 contains 18437 members 
Entering Unmasked Estep 
Score: -5070062.000000 Penalty: 5298.299316
	Iteration 20F: 3 clusters Score -5070062 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25597 members 
Mstep: Class 2 contains 17970 members 
Entering Unmasked Estep 
Score: -5070194.000000 Penalty: 5298.299316
	Iteration 21Q: 3 clusters Score -5070194 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26069 members 
Mstep: Class 2 contains 17498 members 
Entering Unmasked Estep 
Score: -5070301.000000 Penalty: 5298.299316
	Iteration 22Q: 3 clusters Score -5070301 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26580 members 
Mstep: Class 2 contains 16987 members 
Entering Unmasked Estep 
Score: -5070401.000000 Penalty: 5298.299316
	Iteration 23Q: 3 clusters Score -5070401 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27100 members 
Mstep: Class 2 contains 16467 members 
Entering Unmasked Estep 
Score: -5070535.500000 Penalty: 5298.299316
	Iteration 24Q: 3 clusters Score -5070536 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27684 members 
Mstep: Class 2 contains 15883 members 
Entering Unmasked Estep 
Score: -5070661.500000 Penalty: 5298.299316
	Iteration 25Q: 3 clusters Score -5070662 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28273 members 
Mstep: Class 2 contains 15294 members 
Entering Unmasked Estep 
Score: -5070768.500000 Penalty: 5298.299316
	Iteration 26Q: 3 clusters Score -5070768 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28886 members 
Mstep: Class 2 contains 14681 members 
Entering Unmasked Estep 
Score: -5070864.000000 Penalty: 5298.299316
	Iteration 27Q: 3 clusters Score -5070864 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29507 members 
Mstep: Class 2 contains 14060 members 
Entering Unmasked Estep 
Score: -5071014.000000 Penalty: 5298.299316
	Iteration 28Q: 3 clusters Score -5071014 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30225 members 
Mstep: Class 2 contains 13342 members 
Entering Unmasked Estep 
Score: -5071212.000000 Penalty: 5298.299316
	Iteration 29Q: 3 clusters Score -5071212 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31029 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -5071416.000000 Penalty: 5298.299316
	Iteration 30Q: 3 clusters Score -5071416 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31864 members 
Mstep: Class 2 contains 11703 members 
Entering Unmasked Estep 
Score: -5071643.500000 Penalty: 5298.299316
	Iteration 31Q: 3 clusters Score -5071644 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32762 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -5071889.500000 Penalty: 5298.299316
	Iteration 32Q: 3 clusters Score -5071890 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33717 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -5072241.000000 Penalty: 5298.299316
	Iteration 33Q: 3 clusters Score -5072241 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34677 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -5072583.000000 Penalty: 5298.299316
	Iteration 34Q: 3 clusters Score -5072583 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35594 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -5072921.000000 Penalty: 5298.299316
	Iteration 35Q: 3 clusters Score -5072921 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36487 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -5073281.500000 Penalty: 5298.299316
	Iteration 36Q: 3 clusters Score -5073282 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37365 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -5073655.500000 Penalty: 5298.299316
	Iteration 37Q: 3 clusters Score -5073656 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38195 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -5074027.000000 Penalty: 5298.299316
	Iteration 38Q: 3 clusters Score -5074027 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38922 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -5074355.500000 Penalty: 5298.299316
	Iteration 39Q: 3 clusters Score -5074356 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39610 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -5074709.000000 Penalty: 5298.299316
	Iteration 40F: 3 clusters Score -5074709 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40232 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -5075062.000000 Penalty: 5298.299316
	Iteration 41Q: 3 clusters Score -5075062 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40772 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -5075377.000000 Penalty: 5298.299316
	Iteration 42Q: 3 clusters Score -5075377 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41217 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -5075649.000000 Penalty: 5298.299316
	Iteration 43Q: 3 clusters Score -5075649 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41557 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -5075854.000000 Penalty: 5298.299316
	Iteration 44Q: 3 clusters Score -5075854 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41807 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -5076050.000000 Penalty: 5298.299316
	Iteration 45Q: 3 clusters Score -5076050 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41989 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -5076179.500000 Penalty: 5298.299316
	Iteration 46Q: 3 clusters Score -5076180 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42113 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -5076270.500000 Penalty: 5298.299316
	Iteration 47Q: 3 clusters Score -5076270 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42204 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -5076359.000000 Penalty: 5298.299316
	Iteration 48Q: 3 clusters Score -5076359 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42255 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -5076410.500000 Penalty: 5298.299316
	Iteration 49Q: 3 clusters Score -5076410 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42291 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -5076442.000000 Penalty: 5298.299316
	Iteration 50Q: 3 clusters Score -5076442 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42318 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -5076466.500000 Penalty: 5298.299316
	Iteration 51Q: 3 clusters Score -5076466 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42344 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -5076486.500000 Penalty: 5298.299316
	Iteration 52Q: 3 clusters Score -5076486 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42366 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -5076489.000000 Penalty: 5298.299316
	Iteration 53Q: 3 clusters Score -5076489 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42385 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -5076505.500000 Penalty: 5298.299316
	Iteration 54Q: 3 clusters Score -5076506 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42406 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -5076525.500000 Penalty: 5298.299316
	Iteration 55Q: 3 clusters Score -5076526 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42429 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -5076535.000000 Penalty: 5298.299316
	Iteration 56Q: 3 clusters Score -5076535 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42444 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -5076544.000000 Penalty: 5298.299316
	Iteration 57Q: 3 clusters Score -5076544 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42453 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -5076554.500000 Penalty: 5298.299316
	Iteration 58Q: 3 clusters Score -5076554 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42455 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -5076552.500000 Penalty: 5298.299316
	Iteration 59Q: 3 clusters Score -5076552 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42466 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -5076570.500000 Penalty: 5298.299316
	Iteration 60F: 3 clusters Score -5076570 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42473 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -5076568.000000 Penalty: 5298.299316
	Iteration 61Q: 3 clusters Score -5076568 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42485 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -5076571.500000 Penalty: 5298.299316
	Iteration 62Q: 3 clusters Score -5076572 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42492 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -5076569.500000 Penalty: 5298.299316
	Iteration 63Q: 3 clusters Score -5076570 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42489 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -5076579.000000 Penalty: 5298.299316
	Iteration 64Q: 3 clusters Score -5076579 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42491 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -5076577.500000 Penalty: 5298.299316
	Iteration 65Q: 3 clusters Score -5076578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42494 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -5076582.000000 Penalty: 5298.299316
	Iteration 66Q: 3 clusters Score -5076582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42495 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -5076584.500000 Penalty: 5298.299316
	Iteration 67Q: 3 clusters Score -5076584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42496 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -5076582.000000 Penalty: 5298.299316
	Iteration 68Q: 3 clusters Score -5076582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42495 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -5076580.500000 Penalty: 5298.299316
	Iteration 69Q: 3 clusters Score -5076580 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42495 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -5076580.500000 Penalty: 5298.299316
	Iteration 70F: 3 clusters Score -5076580 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (236150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236150 members 
Entering Unmasked Estep 
Score: -27896844.000000 Penalty: 3068.311279
	Iteration 0F: 2 clusters Score -2.789684e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118409 members 
Mstep: Class 2 contains 117741 members 
Entering Unmasked Estep 
Score: -27746404.000000 Penalty: 6136.622559
	Iteration 0F: 3 clusters Score -2.77464e+07 nChanged 113795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121312 members 
Mstep: Class 2 contains 114838 members 
Entering Unmasked Estep 
Score: -27813792.000000 Penalty: 6136.622559
	Iteration 1F: 3 clusters Score -2.781379e+07 nChanged 5151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123257 members 
Mstep: Class 2 contains 112893 members 
Entering Unmasked Estep 
Score: -27814802.000000 Penalty: 6136.622559
	Iteration 2Q: 3 clusters Score -2.78148e+07 nChanged 5452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126445 members 
Mstep: Class 2 contains 109705 members 
Entering Unmasked Estep 
Score: -27815756.000000 Penalty: 6136.622559
	Iteration 3Q: 3 clusters Score -2.781576e+07 nChanged 6155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131234 members 
Mstep: Class 2 contains 104916 members 
Entering Unmasked Estep 
Score: -27817360.000000 Penalty: 6136.622559
	Iteration 4Q: 3 clusters Score -2.781736e+07 nChanged 7836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138422 members 
Mstep: Class 2 contains 97728 members 
Entering Unmasked Estep 
Score: -27820172.000000 Penalty: 6136.622559
	Iteration 5Q: 3 clusters Score -2.782017e+07 nChanged 11157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149327 members 
Mstep: Class 2 contains 86823 members 
Entering Unmasked Estep 
Score: -27825778.000000 Penalty: 6136.622559
	Iteration 6Q: 3 clusters Score -2.782578e+07 nChanged 15530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164805 members 
Mstep: Class 2 contains 71345 members 
Entering Unmasked Estep 
Score: -27835762.000000 Penalty: 6136.622559
	Iteration 7F: 3 clusters Score -2.783576e+07 nChanged 19380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184171 members 
Mstep: Class 2 contains 51979 members 
Entering Unmasked Estep 
Score: -27850978.000000 Penalty: 6136.622559
	Iteration 8F: 3 clusters Score -2.785098e+07 nChanged 19798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203961 members 
Mstep: Class 2 contains 32189 members 
Entering Unmasked Estep 
Score: -27867372.000000 Penalty: 6136.622559
	Iteration 9F: 3 clusters Score -2.786737e+07 nChanged 15410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219371 members 
Mstep: Class 2 contains 16779 members 
Entering Unmasked Estep 
Score: -27880476.000000 Penalty: 6136.622559
	Iteration 10F: 3 clusters Score -2.788048e+07 nChanged 8899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228266 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -27887808.000000 Penalty: 6136.622559
	Iteration 11Q: 3 clusters Score -2.788781e+07 nChanged 4196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232456 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -27891330.000000 Penalty: 6136.622559
	Iteration 12Q: 3 clusters Score -2.789133e+07 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234172 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -27892838.000000 Penalty: 6136.622559
	Iteration 13Q: 3 clusters Score -2.789284e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234863 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -27893486.000000 Penalty: 6136.622559
	Iteration 14Q: 3 clusters Score -2.789349e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235153 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -27893746.000000 Penalty: 6136.622559
	Iteration 15Q: 3 clusters Score -2.789375e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235301 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -27893956.000000 Penalty: 6136.622559
	Iteration 16Q: 3 clusters Score -2.789396e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235394 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -27894008.000000 Penalty: 6136.622559
	Iteration 17Q: 3 clusters Score -2.789401e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235426 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -27894050.000000 Penalty: 6136.622559
	Iteration 18Q: 3 clusters Score -2.789405e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235459 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -27894086.000000 Penalty: 6136.622559
	Iteration 19Q: 3 clusters Score -2.789409e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235483 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -27894130.000000 Penalty: 6136.622559
	Iteration 20F: 3 clusters Score -2.789413e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235502 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -27894172.000000 Penalty: 6136.622559
	Iteration 21Q: 3 clusters Score -2.789417e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235526 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -27894192.000000 Penalty: 6136.622559
	Iteration 22Q: 3 clusters Score -2.789419e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235537 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -27894200.000000 Penalty: 6136.622559
	Iteration 23Q: 3 clusters Score -2.78942e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235543 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -27894216.000000 Penalty: 6136.622559
	Iteration 24Q: 3 clusters Score -2.789422e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235551 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -27894214.000000 Penalty: 6136.622559
	Iteration 25Q: 3 clusters Score -2.789421e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235552 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -27894246.000000 Penalty: 6136.622559
	Iteration 26Q: 3 clusters Score -2.789425e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235556 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -27894232.000000 Penalty: 6136.622559
	Iteration 27Q: 3 clusters Score -2.789423e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235558 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -27894242.000000 Penalty: 6136.622559
	Iteration 28Q: 3 clusters Score -2.789424e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235560 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -27894254.000000 Penalty: 6136.622559
	Iteration 29Q: 3 clusters Score -2.789425e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235560 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -27894258.000000 Penalty: 6136.622559
	Iteration 30Q: 3 clusters Score -2.789426e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235556 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -27894248.000000 Penalty: 6136.622559
	Iteration 31Q: 3 clusters Score -2.789425e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235557 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -27894258.000000 Penalty: 6136.622559
	Iteration 32Q: 3 clusters Score -2.789426e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235558 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -27894260.000000 Penalty: 6136.622559
	Iteration 33Q: 3 clusters Score -2.789426e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235558 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -27894270.000000 Penalty: 6136.622559
	Iteration 34Q: 3 clusters Score -2.789427e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235560 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -27894264.000000 Penalty: 6136.622559
	Iteration 35Q: 3 clusters Score -2.789426e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235563 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -27894270.000000 Penalty: 6136.622559
	Iteration 36Q: 3 clusters Score -2.789427e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235567 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -27894282.000000 Penalty: 6136.622559
	Iteration 37Q: 3 clusters Score -2.789428e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235568 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -27894280.000000 Penalty: 6136.622559
	Iteration 38Q: 3 clusters Score -2.789428e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235569 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -27894266.000000 Penalty: 6136.622559
	Iteration 39Q: 3 clusters Score -2.789427e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235570 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -27894282.000000 Penalty: 6136.622559
	Iteration 40F: 3 clusters Score -2.789428e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235571 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -27894268.000000 Penalty: 6136.622559
	Iteration 41Q: 3 clusters Score -2.789427e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235572 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -27894274.000000 Penalty: 6136.622559
	Iteration 42Q: 3 clusters Score -2.789427e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235571 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -27894270.000000 Penalty: 6136.622559
	Iteration 43Q: 3 clusters Score -2.789427e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235571 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -27894270.000000 Penalty: 6136.622559
	Iteration 44F: 3 clusters Score -2.789427e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (17785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17785 members 
Entering Unmasked Estep 
Score: -2045493.000000 Penalty: 2426.955566
	Iteration 0F: 2 clusters Score -2045493 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -2032874.625000 Penalty: 4853.911133
	Iteration 0F: 3 clusters Score -2032875 nChanged 7793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -2037106.000000 Penalty: 4853.911133
	Iteration 1F: 3 clusters Score -2037106 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -2037618.375000 Penalty: 4853.911133
	Iteration 2F: 3 clusters Score -2037618 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -2038285.875000 Penalty: 4853.911133
	Iteration 3F: 3 clusters Score -2038286 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -2039154.125000 Penalty: 4853.911133
	Iteration 4F: 3 clusters Score -2039154 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -2039946.500000 Penalty: 4853.911133
	Iteration 5F: 3 clusters Score -2039946 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -2040659.250000 Penalty: 4853.911133
	Iteration 6F: 3 clusters Score -2040659 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -2041323.500000 Penalty: 4853.911133
	Iteration 7F: 3 clusters Score -2041324 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -2041926.625000 Penalty: 4853.911133
	Iteration 8F: 3 clusters Score -2041927 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -2042456.250000 Penalty: 4853.911133
	Iteration 9Q: 3 clusters Score -2042456 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -2042856.000000 Penalty: 4853.911133
	Iteration 10Q: 3 clusters Score -2042856 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -2043142.375000 Penalty: 4853.911133
	Iteration 11Q: 3 clusters Score -2043142 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -2043383.000000 Penalty: 4853.911133
	Iteration 12Q: 3 clusters Score -2043383 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -2043560.500000 Penalty: 4853.911133
	Iteration 13Q: 3 clusters Score -2043560 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -2043704.875000 Penalty: 4853.911133
	Iteration 14Q: 3 clusters Score -2043705 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -2043845.000000 Penalty: 4853.911133
	Iteration 15Q: 3 clusters Score -2043845 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 11374 members 
Entering Unmasked Estep 
Score: -2043932.250000 Penalty: 4853.911133
	Iteration 16Q: 3 clusters Score -2043932 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -2043995.500000 Penalty: 4853.911133
	Iteration 17Q: 3 clusters Score -2043996 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 11751 members 
Entering Unmasked Estep 
Score: -2044052.000000 Penalty: 4853.911133
	Iteration 18Q: 3 clusters Score -2044052 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
Score: -2044097.250000 Penalty: 4853.911133
	Iteration 19Q: 3 clusters Score -2044097 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 12020 members 
Entering Unmasked Estep 
Score: -2044129.000000 Penalty: 4853.911133
	Iteration 20F: 3 clusters Score -2044129 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 12127 members 
Entering Unmasked Estep 
Score: -2044145.000000 Penalty: 4853.911133
	Iteration 21Q: 3 clusters Score -2044145 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -2044175.750000 Penalty: 4853.911133
	Iteration 22Q: 3 clusters Score -2044176 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 12320 members 
Entering Unmasked Estep 
Score: -2044197.250000 Penalty: 4853.911133
	Iteration 23Q: 3 clusters Score -2044197 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 12393 members 
Entering Unmasked Estep 
Score: -2044206.750000 Penalty: 4853.911133
	Iteration 24Q: 3 clusters Score -2044207 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
Score: -2044216.500000 Penalty: 4853.911133
	Iteration 25Q: 3 clusters Score -2044216 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 12510 members 
Entering Unmasked Estep 
Score: -2044223.750000 Penalty: 4853.911133
	Iteration 26Q: 3 clusters Score -2044224 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -2044232.750000 Penalty: 4853.911133
	Iteration 27Q: 3 clusters Score -2044233 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 12586 members 
Entering Unmasked Estep 
Score: -2044237.875000 Penalty: 4853.911133
	Iteration 28Q: 3 clusters Score -2044238 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -2044241.625000 Penalty: 4853.911133
	Iteration 29Q: 3 clusters Score -2044242 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -2044241.125000 Penalty: 4853.911133
	Iteration 30Q: 3 clusters Score -2044241 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 12678 members 
Entering Unmasked Estep 
Score: -2044248.625000 Penalty: 4853.911133
	Iteration 31Q: 3 clusters Score -2044249 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 12702 members 
Entering Unmasked Estep 
Score: -2044257.125000 Penalty: 4853.911133
	Iteration 32Q: 3 clusters Score -2044257 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -2044255.250000 Penalty: 4853.911133
	Iteration 33Q: 3 clusters Score -2044255 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 12741 members 
Entering Unmasked Estep 
Score: -2044257.250000 Penalty: 4853.911133
	Iteration 34Q: 3 clusters Score -2044257 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 12752 members 
Entering Unmasked Estep 
Score: -2044258.375000 Penalty: 4853.911133
	Iteration 35Q: 3 clusters Score -2044258 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 12769 members 
Entering Unmasked Estep 
Score: -2044269.375000 Penalty: 4853.911133
	Iteration 36Q: 3 clusters Score -2044269 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 12793 members 
Entering Unmasked Estep 
Score: -2044273.625000 Penalty: 4853.911133
	Iteration 37Q: 3 clusters Score -2044274 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 12814 members 
Entering Unmasked Estep 
Score: -2044277.125000 Penalty: 4853.911133
	Iteration 38Q: 3 clusters Score -2044277 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 12828 members 
Entering Unmasked Estep 
Score: -2044271.375000 Penalty: 4853.911133
	Iteration 39Q: 3 clusters Score -2044271 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 12840 members 
Entering Unmasked Estep 
Score: -2044274.125000 Penalty: 4853.911133
	Iteration 40F: 3 clusters Score -2044274 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 12849 members 
Entering Unmasked Estep 
Score: -2044271.875000 Penalty: 4853.911133
	Iteration 41Q: 3 clusters Score -2044272 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 12864 members 
Entering Unmasked Estep 
Score: -2044275.500000 Penalty: 4853.911133
	Iteration 42Q: 3 clusters Score -2044276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 12871 members 
Entering Unmasked Estep 
Score: -2044278.125000 Penalty: 4853.911133
	Iteration 43Q: 3 clusters Score -2044278 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 12878 members 
Entering Unmasked Estep 
Score: -2044277.125000 Penalty: 4853.911133
	Iteration 44Q: 3 clusters Score -2044277 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 12884 members 
Entering Unmasked Estep 
Score: -2044275.750000 Penalty: 4853.911133
	Iteration 45Q: 3 clusters Score -2044276 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 12892 members 
Entering Unmasked Estep 
Score: -2044281.750000 Penalty: 4853.911133
	Iteration 46Q: 3 clusters Score -2044282 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 12900 members 
Entering Unmasked Estep 
Score: -2044287.750000 Penalty: 4853.911133
	Iteration 47Q: 3 clusters Score -2044288 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 12907 members 
Entering Unmasked Estep 
Score: -2044284.000000 Penalty: 4853.911133
	Iteration 48Q: 3 clusters Score -2044284 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 12916 members 
Entering Unmasked Estep 
Score: -2044282.125000 Penalty: 4853.911133
	Iteration 49Q: 3 clusters Score -2044282 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 12924 members 
Entering Unmasked Estep 
Score: -2044285.125000 Penalty: 4853.911133
	Iteration 50Q: 3 clusters Score -2044285 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 12928 members 
Entering Unmasked Estep 
Score: -2044284.500000 Penalty: 4853.911133
	Iteration 51Q: 3 clusters Score -2044284 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 12935 members 
Entering Unmasked Estep 
Score: -2044285.250000 Penalty: 4853.911133
	Iteration 52Q: 3 clusters Score -2044285 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 12942 members 
Entering Unmasked Estep 
Score: -2044285.125000 Penalty: 4853.911133
	Iteration 53Q: 3 clusters Score -2044285 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 12947 members 
Entering Unmasked Estep 
Score: -2044286.750000 Penalty: 4853.911133
	Iteration 54Q: 3 clusters Score -2044287 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 12949 members 
Entering Unmasked Estep 
Score: -2044287.250000 Penalty: 4853.911133
	Iteration 55Q: 3 clusters Score -2044287 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 12952 members 
Entering Unmasked Estep 
Score: -2044287.500000 Penalty: 4853.911133
	Iteration 56Q: 3 clusters Score -2044288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 12953 members 
Entering Unmasked Estep 
Score: -2044287.375000 Penalty: 4853.911133
	Iteration 57Q: 3 clusters Score -2044287 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 12953 members 
Entering Unmasked Estep 
Score: -2044287.375000 Penalty: 4853.911133
	Iteration 58F: 3 clusters Score -2044287 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Entering Unmasked Estep 
Score: -22259.666016 Penalty: 1346.477661
	Iteration 0F: 2 clusters Score -22259.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -21070.707031 Penalty: 2692.955322
	Iteration 0F: 3 clusters Score -21070.71 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -21154.552734 Penalty: 2692.955322
	Iteration 1F: 3 clusters Score -21154.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -21171.431641 Penalty: 2692.955322
	Iteration 2Q: 3 clusters Score -21171.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -21181.052734 Penalty: 2692.955322
	Iteration 3Q: 3 clusters Score -21181.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -21197.671875 Penalty: 2692.955322
	Iteration 4Q: 3 clusters Score -21197.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -21197.671875 Penalty: 2692.955322
	Iteration 5F: 3 clusters Score -21197.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Entering Unmasked Estep 
Score: -204124.390625 Penalty: 1858.894409
	Iteration 0F: 2 clusters Score -204124.4 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 908 members 
Entering Unmasked Estep 
Score: -201633.109375 Penalty: 3717.788818
	Iteration 0F: 3 clusters Score -201633.1 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -202074.656250 Penalty: 3717.788818
	Iteration 1F: 3 clusters Score -202074.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -202198.750000 Penalty: 3717.788818
	Iteration 2F: 3 clusters Score -202198.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -202259.765625 Penalty: 3717.788818
	Iteration 3Q: 3 clusters Score -202259.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -202299.281250 Penalty: 3717.788818
	Iteration 4Q: 3 clusters Score -202299.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -202320.437500 Penalty: 3717.788818
	Iteration 5Q: 3 clusters Score -202320.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -202333.062500 Penalty: 3717.788818
	Iteration 6Q: 3 clusters Score -202333.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -202341.000000 Penalty: 3717.788818
	Iteration 7Q: 3 clusters Score -202341 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -202344.609375 Penalty: 3717.788818
	Iteration 8Q: 3 clusters Score -202344.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -202348.406250 Penalty: 3717.788818
	Iteration 9Q: 3 clusters Score -202348.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -202353.843750 Penalty: 3717.788818
	Iteration 10Q: 3 clusters Score -202353.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -202356.296875 Penalty: 3717.788818
	Iteration 11Q: 3 clusters Score -202356.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -202359.484375 Penalty: 3717.788818
	Iteration 12Q: 3 clusters Score -202359.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -202359.906250 Penalty: 3717.788818
	Iteration 13Q: 3 clusters Score -202359.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -202359.906250 Penalty: 3717.788818
	Iteration 14F: 3 clusters Score -202359.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (120254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120254 members 
Entering Unmasked Estep 
Score: -14288681.000000 Penalty: 2900.945557
	Iteration 0F: 2 clusters Score -1.428868e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60344 members 
Mstep: Class 2 contains 59910 members 
Entering Unmasked Estep 
Score: -14208543.000000 Penalty: 5801.891113
	Iteration 0F: 3 clusters Score -1.420854e+07 nChanged 57125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63503 members 
Mstep: Class 2 contains 56751 members 
Entering Unmasked Estep 
Score: -14240763.000000 Penalty: 5801.891113
	Iteration 1F: 3 clusters Score -1.424076e+07 nChanged 4015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65610 members 
Mstep: Class 2 contains 54644 members 
Entering Unmasked Estep 
Score: -14241779.000000 Penalty: 5801.891113
	Iteration 2Q: 3 clusters Score -1.424178e+07 nChanged 4557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68933 members 
Mstep: Class 2 contains 51321 members 
Entering Unmasked Estep 
Score: -14243146.000000 Penalty: 5801.891113
	Iteration 3Q: 3 clusters Score -1.424315e+07 nChanged 5817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74062 members 
Mstep: Class 2 contains 46192 members 
Entering Unmasked Estep 
Score: -14245675.000000 Penalty: 5801.891113
	Iteration 4Q: 3 clusters Score -1.424568e+07 nChanged 7735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81335 members 
Mstep: Class 2 contains 38919 members 
Entering Unmasked Estep 
Score: -14250474.000000 Penalty: 5801.891113
	Iteration 5F: 3 clusters Score -1.425047e+07 nChanged 9950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90869 members 
Mstep: Class 2 contains 29385 members 
Entering Unmasked Estep 
Score: -14258587.000000 Penalty: 5801.891113
	Iteration 6F: 3 clusters Score -1.425859e+07 nChanged 10699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101170 members 
Mstep: Class 2 contains 19084 members 
Entering Unmasked Estep 
Score: -14268667.000000 Penalty: 5801.891113
	Iteration 7F: 3 clusters Score -1.426867e+07 nChanged 8750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109594 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -14277019.000000 Penalty: 5801.891113
	Iteration 8F: 3 clusters Score -1.427702e+07 nChanged 5382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114838 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -14282231.000000 Penalty: 5801.891113
	Iteration 9Q: 3 clusters Score -1.428223e+07 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117259 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -14284785.000000 Penalty: 5801.891113
	Iteration 10Q: 3 clusters Score -1.428478e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118097 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -14285761.000000 Penalty: 5801.891113
	Iteration 11Q: 3 clusters Score -1.428576e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118337 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -14286196.000000 Penalty: 5801.891113
	Iteration 12Q: 3 clusters Score -1.42862e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118363 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -14286422.000000 Penalty: 5801.891113
	Iteration 13Q: 3 clusters Score -1.428642e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118354 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -14286626.000000 Penalty: 5801.891113
	Iteration 14Q: 3 clusters Score -1.428663e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118336 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -14286746.000000 Penalty: 5801.891113
	Iteration 15Q: 3 clusters Score -1.428675e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118310 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -14286822.000000 Penalty: 5801.891113
	Iteration 16Q: 3 clusters Score -1.428682e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118294 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -14286896.000000 Penalty: 5801.891113
	Iteration 17Q: 3 clusters Score -1.42869e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118281 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -14286932.000000 Penalty: 5801.891113
	Iteration 18Q: 3 clusters Score -1.428693e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118252 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -14286962.000000 Penalty: 5801.891113
	Iteration 19Q: 3 clusters Score -1.428696e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118217 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -14286967.000000 Penalty: 5801.891113
	Iteration 20F: 3 clusters Score -1.428697e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118181 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -14287018.000000 Penalty: 5801.891113
	Iteration 21Q: 3 clusters Score -1.428702e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118156 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -14287036.000000 Penalty: 5801.891113
	Iteration 22Q: 3 clusters Score -1.428704e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118130 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -14287021.000000 Penalty: 5801.891113
	Iteration 23Q: 3 clusters Score -1.428702e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118110 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -14287057.000000 Penalty: 5801.891113
	Iteration 24Q: 3 clusters Score -1.428706e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118094 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -14287077.000000 Penalty: 5801.891113
	Iteration 25Q: 3 clusters Score -1.428708e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118083 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -14287065.000000 Penalty: 5801.891113
	Iteration 26Q: 3 clusters Score -1.428706e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118079 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -14287058.000000 Penalty: 5801.891113
	Iteration 27Q: 3 clusters Score -1.428706e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118067 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -14287063.000000 Penalty: 5801.891113
	Iteration 28Q: 3 clusters Score -1.428706e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118047 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -14287099.000000 Penalty: 5801.891113
	Iteration 29Q: 3 clusters Score -1.42871e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118028 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -14287091.000000 Penalty: 5801.891113
	Iteration 30Q: 3 clusters Score -1.428709e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118011 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -14287111.000000 Penalty: 5801.891113
	Iteration 31Q: 3 clusters Score -1.428711e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117995 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -14287116.000000 Penalty: 5801.891113
	Iteration 32Q: 3 clusters Score -1.428712e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117968 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -14287125.000000 Penalty: 5801.891113
	Iteration 33Q: 3 clusters Score -1.428712e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117936 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -14287132.000000 Penalty: 5801.891113
	Iteration 34Q: 3 clusters Score -1.428713e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117897 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -14287154.000000 Penalty: 5801.891113
	Iteration 35Q: 3 clusters Score -1.428715e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117873 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -14287143.000000 Penalty: 5801.891113
	Iteration 36Q: 3 clusters Score -1.428714e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117854 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -14287160.000000 Penalty: 5801.891113
	Iteration 37Q: 3 clusters Score -1.428716e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117837 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -14287144.000000 Penalty: 5801.891113
	Iteration 38Q: 3 clusters Score -1.428714e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117825 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -14287137.000000 Penalty: 5801.891113
	Iteration 39Q: 3 clusters Score -1.428714e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117807 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -14287152.000000 Penalty: 5801.891113
	Iteration 40F: 3 clusters Score -1.428715e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117781 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -14287151.000000 Penalty: 5801.891113
	Iteration 41Q: 3 clusters Score -1.428715e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117757 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -14287170.000000 Penalty: 5801.891113
	Iteration 42Q: 3 clusters Score -1.428717e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117719 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -14287206.000000 Penalty: 5801.891113
	Iteration 43Q: 3 clusters Score -1.428721e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117686 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -14287229.000000 Penalty: 5801.891113
	Iteration 44Q: 3 clusters Score -1.428723e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117659 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -14287236.000000 Penalty: 5801.891113
	Iteration 45Q: 3 clusters Score -1.428724e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117630 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -14287230.000000 Penalty: 5801.891113
	Iteration 46Q: 3 clusters Score -1.428723e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117600 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -14287256.000000 Penalty: 5801.891113
	Iteration 47Q: 3 clusters Score -1.428726e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117563 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -14287253.000000 Penalty: 5801.891113
	Iteration 48Q: 3 clusters Score -1.428725e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117540 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -14287288.000000 Penalty: 5801.891113
	Iteration 49Q: 3 clusters Score -1.428729e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117509 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -14287271.000000 Penalty: 5801.891113
	Iteration 50Q: 3 clusters Score -1.428727e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117477 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -14287258.000000 Penalty: 5801.891113
	Iteration 51Q: 3 clusters Score -1.428726e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117438 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -14287268.000000 Penalty: 5801.891113
	Iteration 52Q: 3 clusters Score -1.428727e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117388 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -14287315.000000 Penalty: 5801.891113
	Iteration 53Q: 3 clusters Score -1.428732e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117329 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -14287320.000000 Penalty: 5801.891113
	Iteration 54Q: 3 clusters Score -1.428732e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117265 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -14287349.000000 Penalty: 5801.891113
	Iteration 55Q: 3 clusters Score -1.428735e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117216 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -14287341.000000 Penalty: 5801.891113
	Iteration 56Q: 3 clusters Score -1.428734e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117178 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -14287330.000000 Penalty: 5801.891113
	Iteration 57Q: 3 clusters Score -1.428733e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117154 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -14287331.000000 Penalty: 5801.891113
	Iteration 58Q: 3 clusters Score -1.428733e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117129 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -14287340.000000 Penalty: 5801.891113
	Iteration 59Q: 3 clusters Score -1.428734e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117104 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -14287326.000000 Penalty: 5801.891113
	Iteration 60F: 3 clusters Score -1.428733e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117072 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -14287315.000000 Penalty: 5801.891113
	Iteration 61Q: 3 clusters Score -1.428732e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117037 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -14287334.000000 Penalty: 5801.891113
	Iteration 62Q: 3 clusters Score -1.428733e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117011 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -14287349.000000 Penalty: 5801.891113
	Iteration 63Q: 3 clusters Score -1.428735e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116990 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -14287337.000000 Penalty: 5801.891113
	Iteration 64Q: 3 clusters Score -1.428734e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116975 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -14287345.000000 Penalty: 5801.891113
	Iteration 65Q: 3 clusters Score -1.428734e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116966 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -14287334.000000 Penalty: 5801.891113
	Iteration 66Q: 3 clusters Score -1.428733e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116959 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -14287356.000000 Penalty: 5801.891113
	Iteration 67Q: 3 clusters Score -1.428736e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116953 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -14287355.000000 Penalty: 5801.891113
	Iteration 68Q: 3 clusters Score -1.428736e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116947 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -14287361.000000 Penalty: 5801.891113
	Iteration 69Q: 3 clusters Score -1.428736e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116936 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -14287369.000000 Penalty: 5801.891113
	Iteration 70Q: 3 clusters Score -1.428737e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116925 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -14287364.000000 Penalty: 5801.891113
	Iteration 71Q: 3 clusters Score -1.428736e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116912 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -14287370.000000 Penalty: 5801.891113
	Iteration 72Q: 3 clusters Score -1.428737e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116904 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -14287374.000000 Penalty: 5801.891113
	Iteration 73Q: 3 clusters Score -1.428737e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116897 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -14287352.000000 Penalty: 5801.891113
	Iteration 74Q: 3 clusters Score -1.428735e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116894 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -14287365.000000 Penalty: 5801.891113
	Iteration 75Q: 3 clusters Score -1.428736e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116894 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -14287362.000000 Penalty: 5801.891113
	Iteration 76Q: 3 clusters Score -1.428736e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116895 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -14287360.000000 Penalty: 5801.891113
	Iteration 77Q: 3 clusters Score -1.428736e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116896 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -14287367.000000 Penalty: 5801.891113
	Iteration 78Q: 3 clusters Score -1.428737e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116892 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -14287361.000000 Penalty: 5801.891113
	Iteration 79Q: 3 clusters Score -1.428736e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116887 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -14287363.000000 Penalty: 5801.891113
	Iteration 80F: 3 clusters Score -1.428736e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116884 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -14287366.000000 Penalty: 5801.891113
	Iteration 81Q: 3 clusters Score -1.428737e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116880 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -14287360.000000 Penalty: 5801.891113
	Iteration 82Q: 3 clusters Score -1.428736e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116876 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -14287349.000000 Penalty: 5801.891113
	Iteration 83Q: 3 clusters Score -1.428735e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116875 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -14287353.000000 Penalty: 5801.891113
	Iteration 84Q: 3 clusters Score -1.428735e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116874 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -14287353.000000 Penalty: 5801.891113
	Iteration 85Q: 3 clusters Score -1.428735e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116873 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -14287349.000000 Penalty: 5801.891113
	Iteration 86Q: 3 clusters Score -1.428735e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116871 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -14287349.000000 Penalty: 5801.891113
	Iteration 87Q: 3 clusters Score -1.428735e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116871 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -14287349.000000 Penalty: 5801.891113
	Iteration 88F: 3 clusters Score -1.428735e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (35778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35778 members 
Entering Unmasked Estep 
Score: -3937385.750000 Penalty: 2600.302002
	Iteration 0F: 2 clusters Score -3937386 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17805 members 
Mstep: Class 2 contains 17973 members 
Entering Unmasked Estep 
Score: -3912845.000000 Penalty: 5200.604004
	Iteration 0F: 3 clusters Score -3912845 nChanged 16405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17240 members 
Mstep: Class 2 contains 18538 members 
Entering Unmasked Estep 
Score: -3921931.750000 Penalty: 5200.604004
	Iteration 1F: 3 clusters Score -3921932 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16951 members 
Mstep: Class 2 contains 18827 members 
Entering Unmasked Estep 
Score: -3922583.000000 Penalty: 5200.604004
	Iteration 2Q: 3 clusters Score -3922583 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16500 members 
Mstep: Class 2 contains 19278 members 
Entering Unmasked Estep 
Score: -3923223.500000 Penalty: 5200.604004
	Iteration 3Q: 3 clusters Score -3923224 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15961 members 
Mstep: Class 2 contains 19817 members 
Entering Unmasked Estep 
Score: -3923862.000000 Penalty: 5200.604004
	Iteration 4Q: 3 clusters Score -3923862 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15279 members 
Mstep: Class 2 contains 20499 members 
Entering Unmasked Estep 
Score: -3924448.000000 Penalty: 5200.604004
	Iteration 5Q: 3 clusters Score -3924448 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 21344 members 
Entering Unmasked Estep 
Score: -3925157.500000 Penalty: 5200.604004
	Iteration 6Q: 3 clusters Score -3925158 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13423 members 
Mstep: Class 2 contains 22355 members 
Entering Unmasked Estep 
Score: -3925946.000000 Penalty: 5200.604004
	Iteration 7Q: 3 clusters Score -3925946 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12268 members 
Mstep: Class 2 contains 23510 members 
Entering Unmasked Estep 
Score: -3926927.750000 Penalty: 5200.604004
	Iteration 8Q: 3 clusters Score -3926928 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 24817 members 
Entering Unmasked Estep 
Score: -3928034.000000 Penalty: 5200.604004
	Iteration 9Q: 3 clusters Score -3928034 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 26129 members 
Entering Unmasked Estep 
Score: -3929137.750000 Penalty: 5200.604004
	Iteration 10Q: 3 clusters Score -3929138 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 27357 members 
Entering Unmasked Estep 
Score: -3930163.750000 Penalty: 5200.604004
	Iteration 11Q: 3 clusters Score -3930164 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 28459 members 
Entering Unmasked Estep 
Score: -3930976.000000 Penalty: 5200.604004
	Iteration 12Q: 3 clusters Score -3930976 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 29424 members 
Entering Unmasked Estep 
Score: -3931662.250000 Penalty: 5200.604004
	Iteration 13Q: 3 clusters Score -3931662 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 30243 members 
Entering Unmasked Estep 
Score: -3932166.750000 Penalty: 5200.604004
	Iteration 14Q: 3 clusters Score -3932167 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 30962 members 
Entering Unmasked Estep 
Score: -3932602.000000 Penalty: 5200.604004
	Iteration 15Q: 3 clusters Score -3932602 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 31611 members 
Entering Unmasked Estep 
Score: -3933002.250000 Penalty: 5200.604004
	Iteration 16Q: 3 clusters Score -3933002 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 32156 members 
Entering Unmasked Estep 
Score: -3933298.000000 Penalty: 5200.604004
	Iteration 17Q: 3 clusters Score -3933298 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 32661 members 
Entering Unmasked Estep 
Score: -3933629.000000 Penalty: 5200.604004
	Iteration 18Q: 3 clusters Score -3933629 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 33096 members 
Entering Unmasked Estep 
Score: -3933913.500000 Penalty: 5200.604004
	Iteration 19Q: 3 clusters Score -3933914 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 33486 members 
Entering Unmasked Estep 
Score: -3934191.750000 Penalty: 5200.604004
	Iteration 20F: 3 clusters Score -3934192 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 33818 members 
Entering Unmasked Estep 
Score: -3934414.250000 Penalty: 5200.604004
	Iteration 21Q: 3 clusters Score -3934414 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 34081 members 
Entering Unmasked Estep 
Score: -3934602.000000 Penalty: 5200.604004
	Iteration 22Q: 3 clusters Score -3934602 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 34292 members 
Entering Unmasked Estep 
Score: -3934724.250000 Penalty: 5200.604004
	Iteration 23Q: 3 clusters Score -3934724 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 34447 members 
Entering Unmasked Estep 
Score: -3934809.250000 Penalty: 5200.604004
	Iteration 24Q: 3 clusters Score -3934809 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 34578 members 
Entering Unmasked Estep 
Score: -3934897.250000 Penalty: 5200.604004
	Iteration 25Q: 3 clusters Score -3934897 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 34682 members 
Entering Unmasked Estep 
Score: -3934965.500000 Penalty: 5200.604004
	Iteration 26Q: 3 clusters Score -3934966 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 34767 members 
Entering Unmasked Estep 
Score: -3935024.250000 Penalty: 5200.604004
	Iteration 27Q: 3 clusters Score -3935024 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 34825 members 
Entering Unmasked Estep 
Score: -3935060.250000 Penalty: 5200.604004
	Iteration 28Q: 3 clusters Score -3935060 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 34862 members 
Entering Unmasked Estep 
Score: -3935078.000000 Penalty: 5200.604004
	Iteration 29Q: 3 clusters Score -3935078 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 34894 members 
Entering Unmasked Estep 
Score: -3935094.500000 Penalty: 5200.604004
	Iteration 30Q: 3 clusters Score -3935094 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 34925 members 
Entering Unmasked Estep 
Score: -3935106.750000 Penalty: 5200.604004
	Iteration 31Q: 3 clusters Score -3935107 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 34952 members 
Entering Unmasked Estep 
Score: -3935122.000000 Penalty: 5200.604004
	Iteration 32Q: 3 clusters Score -3935122 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 34972 members 
Entering Unmasked Estep 
Score: -3935130.750000 Penalty: 5200.604004
	Iteration 33Q: 3 clusters Score -3935131 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 34985 members 
Entering Unmasked Estep 
Score: -3935139.250000 Penalty: 5200.604004
	Iteration 34Q: 3 clusters Score -3935139 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 34996 members 
Entering Unmasked Estep 
Score: -3935142.500000 Penalty: 5200.604004
	Iteration 35Q: 3 clusters Score -3935142 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 35011 members 
Entering Unmasked Estep 
Score: -3935156.500000 Penalty: 5200.604004
	Iteration 36Q: 3 clusters Score -3935156 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 35021 members 
Entering Unmasked Estep 
Score: -3935160.500000 Penalty: 5200.604004
	Iteration 37Q: 3 clusters Score -3935160 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 35028 members 
Entering Unmasked Estep 
Score: -3935165.250000 Penalty: 5200.604004
	Iteration 38Q: 3 clusters Score -3935165 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 35033 members 
Entering Unmasked Estep 
Score: -3935164.000000 Penalty: 5200.604004
	Iteration 39Q: 3 clusters Score -3935164 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 35041 members 
Entering Unmasked Estep 
Score: -3935170.750000 Penalty: 5200.604004
	Iteration 40F: 3 clusters Score -3935171 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 35051 members 
Entering Unmasked Estep 
Score: -3935175.750000 Penalty: 5200.604004
	Iteration 41Q: 3 clusters Score -3935176 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 35060 members 
Entering Unmasked Estep 
Score: -3935181.500000 Penalty: 5200.604004
	Iteration 42Q: 3 clusters Score -3935182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 35061 members 
Entering Unmasked Estep 
Score: -3935178.500000 Penalty: 5200.604004
	Iteration 43Q: 3 clusters Score -3935178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 35062 members 
Entering Unmasked Estep 
Score: -3935179.250000 Penalty: 5200.604004
	Iteration 44Q: 3 clusters Score -3935179 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 35063 members 
Entering Unmasked Estep 
Score: -3935179.000000 Penalty: 5200.604004
	Iteration 45Q: 3 clusters Score -3935179 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 35065 members 
Entering Unmasked Estep 
Score: -3935184.500000 Penalty: 5200.604004
	Iteration 46Q: 3 clusters Score -3935184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 35069 members 
Entering Unmasked Estep 
Score: -3935183.500000 Penalty: 5200.604004
	Iteration 47Q: 3 clusters Score -3935184 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 35075 members 
Entering Unmasked Estep 
Score: -3935187.000000 Penalty: 5200.604004
	Iteration 48Q: 3 clusters Score -3935187 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 35081 members 
Entering Unmasked Estep 
Score: -3935185.500000 Penalty: 5200.604004
	Iteration 49Q: 3 clusters Score -3935186 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 35082 members 
Entering Unmasked Estep 
Score: -3935189.750000 Penalty: 5200.604004
	Iteration 50Q: 3 clusters Score -3935190 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 35088 members 
Entering Unmasked Estep 
Score: -3935194.750000 Penalty: 5200.604004
	Iteration 51Q: 3 clusters Score -3935195 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 35093 members 
Entering Unmasked Estep 
Score: -3935201.000000 Penalty: 5200.604004
	Iteration 52Q: 3 clusters Score -3935201 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 35097 members 
Entering Unmasked Estep 
Score: -3935206.000000 Penalty: 5200.604004
	Iteration 53Q: 3 clusters Score -3935206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 35100 members 
Entering Unmasked Estep 
Score: -3935200.000000 Penalty: 5200.604004
	Iteration 54Q: 3 clusters Score -3935200 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 35100 members 
Entering Unmasked Estep 
Score: -3935200.000000 Penalty: 5200.604004
	Iteration 55F: 3 clusters Score -3935200 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Entering Unmasked Estep 
Score: -581317.125000 Penalty: 2137.249756
	Iteration 0F: 2 clusters Score -581317.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -576470.750000 Penalty: 4274.499512
	Iteration 0F: 3 clusters Score -576470.8 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -577694.000000 Penalty: 4274.499512
	Iteration 1F: 3 clusters Score -577694 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -578033.000000 Penalty: 4274.499512
	Iteration 2F: 3 clusters Score -578033 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -578362.937500 Penalty: 4274.499512
	Iteration 3F: 3 clusters Score -578362.9 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -578718.875000 Penalty: 4274.499512
	Iteration 4F: 3 clusters Score -578718.9 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -579111.187500 Penalty: 4274.499512
	Iteration 5F: 3 clusters Score -579111.2 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -579428.750000 Penalty: 4274.499512
	Iteration 6F: 3 clusters Score -579428.8 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -579697.000000 Penalty: 4274.499512
	Iteration 7Q: 3 clusters Score -579697 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -579913.562500 Penalty: 4274.499512
	Iteration 8Q: 3 clusters Score -579913.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -580054.687500 Penalty: 4274.499512
	Iteration 9Q: 3 clusters Score -580054.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -580146.437500 Penalty: 4274.499512
	Iteration 10Q: 3 clusters Score -580146.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -580213.062500 Penalty: 4274.499512
	Iteration 11Q: 3 clusters Score -580213.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -580253.250000 Penalty: 4274.499512
	Iteration 12Q: 3 clusters Score -580253.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -580282.250000 Penalty: 4274.499512
	Iteration 13Q: 3 clusters Score -580282.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -580312.312500 Penalty: 4274.499512
	Iteration 14Q: 3 clusters Score -580312.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -580340.437500 Penalty: 4274.499512
	Iteration 15Q: 3 clusters Score -580340.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -580361.875000 Penalty: 4274.499512
	Iteration 16Q: 3 clusters Score -580361.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -580382.625000 Penalty: 4274.499512
	Iteration 17Q: 3 clusters Score -580382.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -580399.500000 Penalty: 4274.499512
	Iteration 18Q: 3 clusters Score -580399.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -580414.000000 Penalty: 4274.499512
	Iteration 19Q: 3 clusters Score -580414 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -580431.875000 Penalty: 4274.499512
	Iteration 20F: 3 clusters Score -580431.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -580450.750000 Penalty: 4274.499512
	Iteration 21Q: 3 clusters Score -580450.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -580474.062500 Penalty: 4274.499512
	Iteration 22Q: 3 clusters Score -580474.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -580496.812500 Penalty: 4274.499512
	Iteration 23Q: 3 clusters Score -580496.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -580516.187500 Penalty: 4274.499512
	Iteration 24Q: 3 clusters Score -580516.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -580530.000000 Penalty: 4274.499512
	Iteration 25Q: 3 clusters Score -580530 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -580540.062500 Penalty: 4274.499512
	Iteration 26Q: 3 clusters Score -580540.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -580552.437500 Penalty: 4274.499512
	Iteration 27Q: 3 clusters Score -580552.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -580567.687500 Penalty: 4274.499512
	Iteration 28Q: 3 clusters Score -580567.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -580586.500000 Penalty: 4274.499512
	Iteration 29Q: 3 clusters Score -580586.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -580611.812500 Penalty: 4274.499512
	Iteration 30Q: 3 clusters Score -580611.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -580644.000000 Penalty: 4274.499512
	Iteration 31Q: 3 clusters Score -580644 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -580678.250000 Penalty: 4274.499512
	Iteration 32Q: 3 clusters Score -580678.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -580715.500000 Penalty: 4274.499512
	Iteration 33Q: 3 clusters Score -580715.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -580745.812500 Penalty: 4274.499512
	Iteration 34Q: 3 clusters Score -580745.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -580772.187500 Penalty: 4274.499512
	Iteration 35Q: 3 clusters Score -580772.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -580798.187500 Penalty: 4274.499512
	Iteration 36Q: 3 clusters Score -580798.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -580824.687500 Penalty: 4274.499512
	Iteration 37Q: 3 clusters Score -580824.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -580851.312500 Penalty: 4274.499512
	Iteration 38Q: 3 clusters Score -580851.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -580871.187500 Penalty: 4274.499512
	Iteration 39Q: 3 clusters Score -580871.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -580886.812500 Penalty: 4274.499512
	Iteration 40F: 3 clusters Score -580886.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -580904.687500 Penalty: 4274.499512
	Iteration 41Q: 3 clusters Score -580904.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -580917.812500 Penalty: 4274.499512
	Iteration 42Q: 3 clusters Score -580917.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -580934.437500 Penalty: 4274.499512
	Iteration 43Q: 3 clusters Score -580934.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -580943.937500 Penalty: 4274.499512
	Iteration 44Q: 3 clusters Score -580943.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -580950.250000 Penalty: 4274.499512
	Iteration 45Q: 3 clusters Score -580950.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -580956.812500 Penalty: 4274.499512
	Iteration 46Q: 3 clusters Score -580956.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -580960.437500 Penalty: 4274.499512
	Iteration 47Q: 3 clusters Score -580960.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -580964.750000 Penalty: 4274.499512
	Iteration 48Q: 3 clusters Score -580964.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -580965.250000 Penalty: 4274.499512
	Iteration 49Q: 3 clusters Score -580965.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -580965.562500 Penalty: 4274.499512
	Iteration 50Q: 3 clusters Score -580965.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -580965.000000 Penalty: 4274.499512
	Iteration 51Q: 3 clusters Score -580965 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -580965.812500 Penalty: 4274.499512
	Iteration 52Q: 3 clusters Score -580965.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -580966.250000 Penalty: 4274.499512
	Iteration 53Q: 3 clusters Score -580966.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -580966.687500 Penalty: 4274.499512
	Iteration 54Q: 3 clusters Score -580966.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -580968.687500 Penalty: 4274.499512
	Iteration 55Q: 3 clusters Score -580968.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -580970.312500 Penalty: 4274.499512
	Iteration 56Q: 3 clusters Score -580970.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -580971.125000 Penalty: 4274.499512
	Iteration 57Q: 3 clusters Score -580971.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -580972.625000 Penalty: 4274.499512
	Iteration 58Q: 3 clusters Score -580972.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -580972.937500 Penalty: 4274.499512
	Iteration 59Q: 3 clusters Score -580972.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -580974.000000 Penalty: 4274.499512
	Iteration 60F: 3 clusters Score -580974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -580973.937500 Penalty: 4274.499512
	Iteration 61Q: 3 clusters Score -580973.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -580975.062500 Penalty: 4274.499512
	Iteration 62Q: 3 clusters Score -580975.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -580976.000000 Penalty: 4274.499512
	Iteration 63Q: 3 clusters Score -580976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -580976.562500 Penalty: 4274.499512
	Iteration 64Q: 3 clusters Score -580976.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -580977.812500 Penalty: 4274.499512
	Iteration 65Q: 3 clusters Score -580977.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -580977.812500 Penalty: 4274.499512
	Iteration 66F: 3 clusters Score -580977.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (12846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12846 members 
Entering Unmasked Estep 
Score: -1526759.875000 Penalty: 2346.275391
	Iteration 0F: 2 clusters Score -1526760 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -1517317.500000 Penalty: 4692.550781
	Iteration 0F: 3 clusters Score -1517318 nChanged 5447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -1520369.125000 Penalty: 4692.550781
	Iteration 1F: 3 clusters Score -1520369 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -1520782.875000 Penalty: 4692.550781
	Iteration 2F: 3 clusters Score -1520783 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -1521103.375000 Penalty: 4692.550781
	Iteration 3F: 3 clusters Score -1521103 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -1521318.375000 Penalty: 4692.550781
	Iteration 4Q: 3 clusters Score -1521318 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -1521470.000000 Penalty: 4692.550781
	Iteration 5Q: 3 clusters Score -1521470 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -1521611.250000 Penalty: 4692.550781
	Iteration 6Q: 3 clusters Score -1521611 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -1521737.500000 Penalty: 4692.550781
	Iteration 7Q: 3 clusters Score -1521738 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -1521877.625000 Penalty: 4692.550781
	Iteration 8Q: 3 clusters Score -1521878 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1522016.375000 Penalty: 4692.550781
	Iteration 9Q: 3 clusters Score -1522016 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -1522181.375000 Penalty: 4692.550781
	Iteration 10Q: 3 clusters Score -1522181 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -1522364.250000 Penalty: 4692.550781
	Iteration 11Q: 3 clusters Score -1522364 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -1522595.500000 Penalty: 4692.550781
	Iteration 12Q: 3 clusters Score -1522596 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -1522891.250000 Penalty: 4692.550781
	Iteration 13Q: 3 clusters Score -1522891 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -1523190.875000 Penalty: 4692.550781
	Iteration 14Q: 3 clusters Score -1523191 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -1523516.500000 Penalty: 4692.550781
	Iteration 15Q: 3 clusters Score -1523516 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -1523833.250000 Penalty: 4692.550781
	Iteration 16Q: 3 clusters Score -1523833 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -1524106.875000 Penalty: 4692.550781
	Iteration 17Q: 3 clusters Score -1524107 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -1524332.250000 Penalty: 4692.550781
	Iteration 18Q: 3 clusters Score -1524332 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -1524546.250000 Penalty: 4692.550781
	Iteration 19Q: 3 clusters Score -1524546 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -1524723.375000 Penalty: 4692.550781
	Iteration 20F: 3 clusters Score -1524723 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1524870.000000 Penalty: 4692.550781
	Iteration 21Q: 3 clusters Score -1524870 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1524968.375000 Penalty: 4692.550781
	Iteration 22Q: 3 clusters Score -1524968 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1525033.875000 Penalty: 4692.550781
	Iteration 23Q: 3 clusters Score -1525034 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1525084.500000 Penalty: 4692.550781
	Iteration 24Q: 3 clusters Score -1525084 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1525126.125000 Penalty: 4692.550781
	Iteration 25Q: 3 clusters Score -1525126 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1525151.750000 Penalty: 4692.550781
	Iteration 26Q: 3 clusters Score -1525152 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1525172.625000 Penalty: 4692.550781
	Iteration 27Q: 3 clusters Score -1525173 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11999 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1525195.625000 Penalty: 4692.550781
	Iteration 28Q: 3 clusters Score -1525196 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12022 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1525216.250000 Penalty: 4692.550781
	Iteration 29Q: 3 clusters Score -1525216 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12045 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1525233.375000 Penalty: 4692.550781
	Iteration 30Q: 3 clusters Score -1525233 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12065 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1525251.000000 Penalty: 4692.550781
	Iteration 31Q: 3 clusters Score -1525251 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1525266.500000 Penalty: 4692.550781
	Iteration 32Q: 3 clusters Score -1525266 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1525277.375000 Penalty: 4692.550781
	Iteration 33Q: 3 clusters Score -1525277 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12111 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1525287.750000 Penalty: 4692.550781
	Iteration 34Q: 3 clusters Score -1525288 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12122 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1525301.125000 Penalty: 4692.550781
	Iteration 35Q: 3 clusters Score -1525301 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1525297.500000 Penalty: 4692.550781
	Iteration 36Q: 3 clusters Score -1525298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12131 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1525300.250000 Penalty: 4692.550781
	Iteration 37Q: 3 clusters Score -1525300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1525304.125000 Penalty: 4692.550781
	Iteration 38Q: 3 clusters Score -1525304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12136 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1525304.250000 Penalty: 4692.550781
	Iteration 39Q: 3 clusters Score -1525304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12141 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1525301.250000 Penalty: 4692.550781
	Iteration 40F: 3 clusters Score -1525301 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1525303.250000 Penalty: 4692.550781
	Iteration 41Q: 3 clusters Score -1525303 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1525303.000000 Penalty: 4692.550781
	Iteration 42Q: 3 clusters Score -1525303 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1525306.500000 Penalty: 4692.550781
	Iteration 43Q: 3 clusters Score -1525306 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1525306.500000 Penalty: 4692.550781
	Iteration 44F: 3 clusters Score -1525306 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (13603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13603 members 
Entering Unmasked Estep 
Score: -1441889.125000 Penalty: 2360.475342
	Iteration 0F: 2 clusters Score -1441889 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -1431969.375000 Penalty: 4720.950684
	Iteration 0F: 3 clusters Score -1431969 nChanged 5759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -1435015.250000 Penalty: 4720.950684
	Iteration 1F: 3 clusters Score -1435015 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -1435413.500000 Penalty: 4720.950684
	Iteration 2F: 3 clusters Score -1435414 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -1435837.750000 Penalty: 4720.950684
	Iteration 3F: 3 clusters Score -1435838 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -1436335.375000 Penalty: 4720.950684
	Iteration 4F: 3 clusters Score -1436335 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -1436863.875000 Penalty: 4720.950684
	Iteration 5F: 3 clusters Score -1436864 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -1437474.750000 Penalty: 4720.950684
	Iteration 6F: 3 clusters Score -1437475 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -1438120.500000 Penalty: 4720.950684
	Iteration 7F: 3 clusters Score -1438120 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -1438694.500000 Penalty: 4720.950684
	Iteration 8F: 3 clusters Score -1438694 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -1439133.500000 Penalty: 4720.950684
	Iteration 9Q: 3 clusters Score -1439134 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -1439424.000000 Penalty: 4720.950684
	Iteration 10Q: 3 clusters Score -1439424 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 12584 members 
Entering Unmasked Estep 
Score: -1439619.875000 Penalty: 4720.950684
	Iteration 11Q: 3 clusters Score -1439620 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 12746 members 
Entering Unmasked Estep 
Score: -1439754.125000 Penalty: 4720.950684
	Iteration 12Q: 3 clusters Score -1439754 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 12851 members 
Entering Unmasked Estep 
Score: -1439853.250000 Penalty: 4720.950684
	Iteration 13Q: 3 clusters Score -1439853 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -1439931.000000 Penalty: 4720.950684
	Iteration 14Q: 3 clusters Score -1439931 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 12975 members 
Entering Unmasked Estep 
Score: -1439985.750000 Penalty: 4720.950684
	Iteration 15Q: 3 clusters Score -1439986 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 13015 members 
Entering Unmasked Estep 
Score: -1440029.250000 Penalty: 4720.950684
	Iteration 16Q: 3 clusters Score -1440029 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 13036 members 
Entering Unmasked Estep 
Score: -1440052.500000 Penalty: 4720.950684
	Iteration 17Q: 3 clusters Score -1440052 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 13051 members 
Entering Unmasked Estep 
Score: -1440067.750000 Penalty: 4720.950684
	Iteration 18Q: 3 clusters Score -1440068 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 13059 members 
Entering Unmasked Estep 
Score: -1440079.250000 Penalty: 4720.950684
	Iteration 19Q: 3 clusters Score -1440079 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
Score: -1440083.750000 Penalty: 4720.950684
	Iteration 20F: 3 clusters Score -1440084 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 13067 members 
Entering Unmasked Estep 
Score: -1440091.625000 Penalty: 4720.950684
	Iteration 21Q: 3 clusters Score -1440092 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
Score: -1440099.000000 Penalty: 4720.950684
	Iteration 22Q: 3 clusters Score -1440099 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 13072 members 
Entering Unmasked Estep 
Score: -1440098.375000 Penalty: 4720.950684
	Iteration 23Q: 3 clusters Score -1440098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -1440099.375000 Penalty: 4720.950684
	Iteration 24Q: 3 clusters Score -1440099 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
Score: -1440103.125000 Penalty: 4720.950684
	Iteration 25Q: 3 clusters Score -1440103 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 13080 members 
Entering Unmasked Estep 
Score: -1440107.250000 Penalty: 4720.950684
	Iteration 26Q: 3 clusters Score -1440107 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 13082 members 
Entering Unmasked Estep 
Score: -1440107.875000 Penalty: 4720.950684
	Iteration 27Q: 3 clusters Score -1440108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 13086 members 
Entering Unmasked Estep 
Score: -1440108.250000 Penalty: 4720.950684
	Iteration 28Q: 3 clusters Score -1440108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 13090 members 
Entering Unmasked Estep 
Score: -1440109.250000 Penalty: 4720.950684
	Iteration 29Q: 3 clusters Score -1440109 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 13095 members 
Entering Unmasked Estep 
Score: -1440110.000000 Penalty: 4720.950684
	Iteration 30Q: 3 clusters Score -1440110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 13096 members 
Entering Unmasked Estep 
Score: -1440113.875000 Penalty: 4720.950684
	Iteration 31Q: 3 clusters Score -1440114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 13095 members 
Entering Unmasked Estep 
Score: -1440113.625000 Penalty: 4720.950684
	Iteration 32Q: 3 clusters Score -1440114 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 13095 members 
Entering Unmasked Estep 
Score: -1440113.625000 Penalty: 4720.950684
	Iteration 33F: 3 clusters Score -1440114 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (228739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228739 members 
Entering Unmasked Estep 
Score: -27083082.000000 Penalty: 3060.403564
	Iteration 0F: 2 clusters Score -2.708308e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114244 members 
Mstep: Class 2 contains 114495 members 
Entering Unmasked Estep 
Score: -26930780.000000 Penalty: 6120.807129
	Iteration 0F: 3 clusters Score -2.693078e+07 nChanged 109909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110901 members 
Mstep: Class 2 contains 117838 members 
Entering Unmasked Estep 
Score: -26994732.000000 Penalty: 6120.807129
	Iteration 1F: 3 clusters Score -2.699473e+07 nChanged 6334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108725 members 
Mstep: Class 2 contains 120014 members 
Entering Unmasked Estep 
Score: -26996416.000000 Penalty: 6120.807129
	Iteration 2Q: 3 clusters Score -2.699642e+07 nChanged 7232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105439 members 
Mstep: Class 2 contains 123300 members 
Entering Unmasked Estep 
Score: -26998516.000000 Penalty: 6120.807129
	Iteration 3Q: 3 clusters Score -2.699852e+07 nChanged 8488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100567 members 
Mstep: Class 2 contains 128172 members 
Entering Unmasked Estep 
Score: -27001668.000000 Penalty: 6120.807129
	Iteration 4Q: 3 clusters Score -2.700167e+07 nChanged 10128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93779 members 
Mstep: Class 2 contains 134960 members 
Entering Unmasked Estep 
Score: -27005910.000000 Penalty: 6120.807129
	Iteration 5Q: 3 clusters Score -2.700591e+07 nChanged 11931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84740 members 
Mstep: Class 2 contains 143999 members 
Entering Unmasked Estep 
Score: -27012788.000000 Penalty: 6120.807129
	Iteration 6F: 3 clusters Score -2.701279e+07 nChanged 13566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73554 members 
Mstep: Class 2 contains 155185 members 
Entering Unmasked Estep 
Score: -27021872.000000 Penalty: 6120.807129
	Iteration 7F: 3 clusters Score -2.702187e+07 nChanged 14166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61516 members 
Mstep: Class 2 contains 167223 members 
Entering Unmasked Estep 
Score: -27032326.000000 Penalty: 6120.807129
	Iteration 8F: 3 clusters Score -2.703233e+07 nChanged 13162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50264 members 
Mstep: Class 2 contains 178475 members 
Entering Unmasked Estep 
Score: -27042794.000000 Penalty: 6120.807129
	Iteration 9F: 3 clusters Score -2.704279e+07 nChanged 10882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40974 members 
Mstep: Class 2 contains 187765 members 
Entering Unmasked Estep 
Score: -27051190.000000 Penalty: 6120.807129
	Iteration 10Q: 3 clusters Score -2.705119e+07 nChanged 8185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33985 members 
Mstep: Class 2 contains 194754 members 
Entering Unmasked Estep 
Score: -27057008.000000 Penalty: 6120.807129
	Iteration 11Q: 3 clusters Score -2.705701e+07 nChanged 6295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28198 members 
Mstep: Class 2 contains 200541 members 
Entering Unmasked Estep 
Score: -27061162.000000 Penalty: 6120.807129
	Iteration 12Q: 3 clusters Score -2.706116e+07 nChanged 5166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23124 members 
Mstep: Class 2 contains 205615 members 
Entering Unmasked Estep 
Score: -27064610.000000 Penalty: 6120.807129
	Iteration 13Q: 3 clusters Score -2.706461e+07 nChanged 4522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18608 members 
Mstep: Class 2 contains 210131 members 
Entering Unmasked Estep 
Score: -27067590.000000 Penalty: 6120.807129
	Iteration 14Q: 3 clusters Score -2.706759e+07 nChanged 4044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14568 members 
Mstep: Class 2 contains 214171 members 
Entering Unmasked Estep 
Score: -27070398.000000 Penalty: 6120.807129
	Iteration 15Q: 3 clusters Score -2.70704e+07 nChanged 3582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 217753 members 
Entering Unmasked Estep 
Score: -27072818.000000 Penalty: 6120.807129
	Iteration 16Q: 3 clusters Score -2.707282e+07 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 220736 members 
Entering Unmasked Estep 
Score: -27074980.000000 Penalty: 6120.807129
	Iteration 17Q: 3 clusters Score -2.707498e+07 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 223193 members 
Entering Unmasked Estep 
Score: -27076730.000000 Penalty: 6120.807129
	Iteration 18Q: 3 clusters Score -2.707673e+07 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 225026 members 
Entering Unmasked Estep 
Score: -27078024.000000 Penalty: 6120.807129
	Iteration 19Q: 3 clusters Score -2.707802e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 226307 members 
Entering Unmasked Estep 
Score: -27078966.000000 Penalty: 6120.807129
	Iteration 20F: 3 clusters Score -2.707897e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 227112 members 
Entering Unmasked Estep 
Score: -27079582.000000 Penalty: 6120.807129
	Iteration 21Q: 3 clusters Score -2.707958e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 227569 members 
Entering Unmasked Estep 
Score: -27079974.000000 Penalty: 6120.807129
	Iteration 22Q: 3 clusters Score -2.707997e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 227809 members 
Entering Unmasked Estep 
Score: -27080160.000000 Penalty: 6120.807129
	Iteration 23Q: 3 clusters Score -2.708016e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 227949 members 
Entering Unmasked Estep 
Score: -27080236.000000 Penalty: 6120.807129
	Iteration 24Q: 3 clusters Score -2.708024e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 228037 members 
Entering Unmasked Estep 
Score: -27080352.000000 Penalty: 6120.807129
	Iteration 25Q: 3 clusters Score -2.708035e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 228101 members 
Entering Unmasked Estep 
Score: -27080376.000000 Penalty: 6120.807129
	Iteration 26Q: 3 clusters Score -2.708038e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 228146 members 
Entering Unmasked Estep 
Score: -27080388.000000 Penalty: 6120.807129
	Iteration 27Q: 3 clusters Score -2.708039e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 228174 members 
Entering Unmasked Estep 
Score: -27080388.000000 Penalty: 6120.807129
	Iteration 28Q: 3 clusters Score -2.708039e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 228193 members 
Entering Unmasked Estep 
Score: -27080386.000000 Penalty: 6120.807129
	Iteration 29Q: 3 clusters Score -2.708039e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 228206 members 
Entering Unmasked Estep 
Score: -27080424.000000 Penalty: 6120.807129
	Iteration 30Q: 3 clusters Score -2.708042e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 228220 members 
Entering Unmasked Estep 
Score: -27080442.000000 Penalty: 6120.807129
	Iteration 31Q: 3 clusters Score -2.708044e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 228230 members 
Entering Unmasked Estep 
Score: -27080474.000000 Penalty: 6120.807129
	Iteration 32Q: 3 clusters Score -2.708047e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 228239 members 
Entering Unmasked Estep 
Score: -27080502.000000 Penalty: 6120.807129
	Iteration 33Q: 3 clusters Score -2.70805e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 228242 members 
Entering Unmasked Estep 
Score: -27080484.000000 Penalty: 6120.807129
	Iteration 34Q: 3 clusters Score -2.708048e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 228247 members 
Entering Unmasked Estep 
Score: -27080482.000000 Penalty: 6120.807129
	Iteration 35Q: 3 clusters Score -2.708048e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 228249 members 
Entering Unmasked Estep 
Score: -27080510.000000 Penalty: 6120.807129
	Iteration 36Q: 3 clusters Score -2.708051e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 228253 members 
Entering Unmasked Estep 
Score: -27080498.000000 Penalty: 6120.807129
	Iteration 37Q: 3 clusters Score -2.70805e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 228255 members 
Entering Unmasked Estep 
Score: -27080490.000000 Penalty: 6120.807129
	Iteration 38Q: 3 clusters Score -2.708049e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 228257 members 
Entering Unmasked Estep 
Score: -27080496.000000 Penalty: 6120.807129
	Iteration 39Q: 3 clusters Score -2.70805e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 228257 members 
Entering Unmasked Estep 
Score: -27080496.000000 Penalty: 6120.807129
	Iteration 40F: 3 clusters Score -2.70805e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (25771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25771 members 
Entering Unmasked Estep 
Score: -2997168.250000 Penalty: 2518.937256
	Iteration 0F: 2 clusters Score -2997168 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13000 members 
Mstep: Class 2 contains 12771 members 
Entering Unmasked Estep 
Score: -2979495.000000 Penalty: 5037.874512
	Iteration 0F: 3 clusters Score -2979495 nChanged 11461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13607 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -2985614.500000 Penalty: 5037.874512
	Iteration 1F: 3 clusters Score -2985614 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13888 members 
Mstep: Class 2 contains 11883 members 
Entering Unmasked Estep 
Score: -2986078.250000 Penalty: 5037.874512
	Iteration 2Q: 3 clusters Score -2986078 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14274 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -2986535.000000 Penalty: 5037.874512
	Iteration 3Q: 3 clusters Score -2986535 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14723 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -2986987.500000 Penalty: 5037.874512
	Iteration 4Q: 3 clusters Score -2986988 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15272 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -2987451.750000 Penalty: 5037.874512
	Iteration 5Q: 3 clusters Score -2987452 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15992 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -2987992.500000 Penalty: 5037.874512
	Iteration 6Q: 3 clusters Score -2987992 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16884 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -2988630.000000 Penalty: 5037.874512
	Iteration 7Q: 3 clusters Score -2988630 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17899 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -2989344.000000 Penalty: 5037.874512
	Iteration 8Q: 3 clusters Score -2989344 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19057 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -2990246.250000 Penalty: 5037.874512
	Iteration 9Q: 3 clusters Score -2990246 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20264 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -2991190.750000 Penalty: 5037.874512
	Iteration 10Q: 3 clusters Score -2991191 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21473 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -2992147.500000 Penalty: 5037.874512
	Iteration 11Q: 3 clusters Score -2992148 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22499 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -2992922.750000 Penalty: 5037.874512
	Iteration 12Q: 3 clusters Score -2992923 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23316 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -2993559.250000 Penalty: 5037.874512
	Iteration 13Q: 3 clusters Score -2993559 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23928 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -2993980.250000 Penalty: 5037.874512
	Iteration 14Q: 3 clusters Score -2993980 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24346 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -2994283.000000 Penalty: 5037.874512
	Iteration 15Q: 3 clusters Score -2994283 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24605 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -2994470.500000 Penalty: 5037.874512
	Iteration 16Q: 3 clusters Score -2994470 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24798 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -2994632.750000 Penalty: 5037.874512
	Iteration 17Q: 3 clusters Score -2994633 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24941 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -2994747.000000 Penalty: 5037.874512
	Iteration 18Q: 3 clusters Score -2994747 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25024 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -2994837.500000 Penalty: 5037.874512
	Iteration 19Q: 3 clusters Score -2994838 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25092 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -2994888.000000 Penalty: 5037.874512
	Iteration 20F: 3 clusters Score -2994888 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25133 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -2994923.000000 Penalty: 5037.874512
	Iteration 21Q: 3 clusters Score -2994923 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25156 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -2994951.750000 Penalty: 5037.874512
	Iteration 22Q: 3 clusters Score -2994952 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25186 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -2994984.500000 Penalty: 5037.874512
	Iteration 23Q: 3 clusters Score -2994984 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25201 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -2995003.750000 Penalty: 5037.874512
	Iteration 24Q: 3 clusters Score -2995004 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25216 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -2995018.000000 Penalty: 5037.874512
	Iteration 25Q: 3 clusters Score -2995018 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25223 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -2995031.000000 Penalty: 5037.874512
	Iteration 26Q: 3 clusters Score -2995031 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25232 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -2995033.500000 Penalty: 5037.874512
	Iteration 27Q: 3 clusters Score -2995034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25237 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -2995033.250000 Penalty: 5037.874512
	Iteration 28Q: 3 clusters Score -2995033 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25238 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -2995036.500000 Penalty: 5037.874512
	Iteration 29Q: 3 clusters Score -2995036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25238 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -2995037.500000 Penalty: 5037.874512
	Iteration 30Q: 3 clusters Score -2995038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25238 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -2995039.000000 Penalty: 5037.874512
	Iteration 31Q: 3 clusters Score -2995039 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25240 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -2995038.000000 Penalty: 5037.874512
	Iteration 32Q: 3 clusters Score -2995038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25243 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -2995038.750000 Penalty: 5037.874512
	Iteration 33Q: 3 clusters Score -2995039 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25244 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -2995042.000000 Penalty: 5037.874512
	Iteration 34Q: 3 clusters Score -2995042 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25245 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -2995047.500000 Penalty: 5037.874512
	Iteration 35Q: 3 clusters Score -2995048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25247 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -2995047.750000 Penalty: 5037.874512
	Iteration 36Q: 3 clusters Score -2995048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25248 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -2995048.250000 Penalty: 5037.874512
	Iteration 37Q: 3 clusters Score -2995048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25247 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -2995053.250000 Penalty: 5037.874512
	Iteration 38Q: 3 clusters Score -2995053 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25250 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -2995053.000000 Penalty: 5037.874512
	Iteration 39Q: 3 clusters Score -2995053 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25251 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -2995053.500000 Penalty: 5037.874512
	Iteration 40F: 3 clusters Score -2995054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25253 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -2995057.000000 Penalty: 5037.874512
	Iteration 41Q: 3 clusters Score -2995057 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25255 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -2995058.500000 Penalty: 5037.874512
	Iteration 42Q: 3 clusters Score -2995058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25254 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -2995061.500000 Penalty: 5037.874512
	Iteration 43Q: 3 clusters Score -2995062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25253 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -2995059.500000 Penalty: 5037.874512
	Iteration 44Q: 3 clusters Score -2995060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25254 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -2995059.750000 Penalty: 5037.874512
	Iteration 45Q: 3 clusters Score -2995060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25256 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -2995064.000000 Penalty: 5037.874512
	Iteration 46Q: 3 clusters Score -2995064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25257 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -2995066.000000 Penalty: 5037.874512
	Iteration 47Q: 3 clusters Score -2995066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25258 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -2995065.500000 Penalty: 5037.874512
	Iteration 48Q: 3 clusters Score -2995066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25259 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -2995067.000000 Penalty: 5037.874512
	Iteration 49Q: 3 clusters Score -2995067 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25259 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -2995067.000000 Penalty: 5037.874512
	Iteration 50F: 3 clusters Score -2995067 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (7184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Entering Unmasked Estep 
Score: -807671.562500 Penalty: 2202.143799
	Iteration 0F: 2 clusters Score -807671.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -801816.500000 Penalty: 4404.287598
	Iteration 0F: 3 clusters Score -801816.5 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -803966.375000 Penalty: 4404.287598
	Iteration 1F: 3 clusters Score -803966.4 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -804517.937500 Penalty: 4404.287598
	Iteration 2F: 3 clusters Score -804517.9 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -804941.000000 Penalty: 4404.287598
	Iteration 3F: 3 clusters Score -804941 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -805285.437500 Penalty: 4404.287598
	Iteration 4F: 3 clusters Score -805285.4 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -805564.187500 Penalty: 4404.287598
	Iteration 5F: 3 clusters Score -805564.2 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -805866.937500 Penalty: 4404.287598
	Iteration 6F: 3 clusters Score -805866.9 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -806198.562500 Penalty: 4404.287598
	Iteration 7F: 3 clusters Score -806198.6 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -806549.875000 Penalty: 4404.287598
	Iteration 8F: 3 clusters Score -806549.9 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -806877.562500 Penalty: 4404.287598
	Iteration 9Q: 3 clusters Score -806877.6 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -807182.500000 Penalty: 4404.287598
	Iteration 10Q: 3 clusters Score -807182.5 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -807466.875000 Penalty: 4404.287598
	Iteration 11Q: 3 clusters Score -807466.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -807686.562500 Penalty: 4404.287598
	Iteration 12Q: 3 clusters Score -807686.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -807813.062500 Penalty: 4404.287598
	Iteration 13Q: 3 clusters Score -807813.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -807870.687500 Penalty: 4404.287598
	Iteration 14Q: 3 clusters Score -807870.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -807903.437500 Penalty: 4404.287598
	Iteration 15Q: 3 clusters Score -807903.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -807940.812500 Penalty: 4404.287598
	Iteration 16Q: 3 clusters Score -807940.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -807983.750000 Penalty: 4404.287598
	Iteration 17Q: 3 clusters Score -807983.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -808026.375000 Penalty: 4404.287598
	Iteration 18Q: 3 clusters Score -808026.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -808058.375000 Penalty: 4404.287598
	Iteration 19Q: 3 clusters Score -808058.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -808071.812500 Penalty: 4404.287598
	Iteration 20F: 3 clusters Score -808071.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -808076.875000 Penalty: 4404.287598
	Iteration 21Q: 3 clusters Score -808076.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -808079.937500 Penalty: 4404.287598
	Iteration 22Q: 3 clusters Score -808079.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -808080.125000 Penalty: 4404.287598
	Iteration 23Q: 3 clusters Score -808080.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -808080.125000 Penalty: 4404.287598
	Iteration 24F: 3 clusters Score -808080.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 36336 members 
Mstep: Class 3 contains 2559 members 
Mstep: Class 4 contains 215017 members 
Mstep: Class 5 contains 14975 members 
Mstep: Class 6 contains 31656 members 
Mstep: Class 7 contains 1315 members 
Mstep: Class 8 contains 70300 members 
Mstep: Class 9 contains 43567 members 
Mstep: Class 10 contains 236150 members 
Mstep: Class 11 contains 17785 members 
Mstep: Class 12 contains 228 members 
Mstep: Class 13 contains 1800 members 
Mstep: Class 14 contains 120254 members 
Mstep: Class 15 contains 35778 members 
Mstep: Class 16 contains 5530 members 
Mstep: Class 17 contains 12846 members 
Mstep: Class 18 contains 13603 members 
Mstep: Class 19 contains 228739 members 
Mstep: Class 20 contains 25771 members 
Mstep: Class 21 contains 390 members 
Mstep: Class 22 contains 17312 members 
Mstep: Class 23 contains 84472 members 
Mstep: Class 24 contains 9032 members 
Mstep: Class 25 contains 1096 members 
Mstep: Class 26 contains 4831 members 
Mstep: Class 27 contains 10152 members 
Mstep: Class 28 contains 1421 members 
Mstep: Class 29 contains 19752 members 
Mstep: Class 30 contains 3682 members 
Mstep: Class 31 contains 74985 members 
Mstep: Class 32 contains 930 members 
Mstep: Class 33 contains 3924 members 
Mstep: Class 34 contains 4438 members 
Mstep: Class 35 contains 6794 members 
Entering Unmasked Estep 
Score: -155658288.000000 Penalty: 122589.179688
Splitting cluster 21 changes total score from -155659200.000000 to -155658288.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (17312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17312 members 
Entering Unmasked Estep 
Score: -2006740.875000 Penalty: 2420.270508
	Iteration 0F: 2 clusters Score -2006741 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -1994376.250000 Penalty: 4840.541016
	Iteration 0F: 3 clusters Score -1994376 nChanged 7575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -1998536.000000 Penalty: 4840.541016
	Iteration 1F: 3 clusters Score -1998536 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -1999036.000000 Penalty: 4840.541016
	Iteration 2F: 3 clusters Score -1999036 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -1999463.125000 Penalty: 4840.541016
	Iteration 3F: 3 clusters Score -1999463 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -1999805.625000 Penalty: 4840.541016
	Iteration 4Q: 3 clusters Score -1999806 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -2000154.625000 Penalty: 4840.541016
	Iteration 5Q: 3 clusters Score -2000155 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -2000465.125000 Penalty: 4840.541016
	Iteration 6Q: 3 clusters Score -2000465 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -2000767.375000 Penalty: 4840.541016
	Iteration 7Q: 3 clusters Score -2000767 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -2001088.250000 Penalty: 4840.541016
	Iteration 8Q: 3 clusters Score -2001088 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -2001389.750000 Penalty: 4840.541016
	Iteration 9Q: 3 clusters Score -2001390 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -2001747.750000 Penalty: 4840.541016
	Iteration 10Q: 3 clusters Score -2001748 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -2002124.875000 Penalty: 4840.541016
	Iteration 11Q: 3 clusters Score -2002125 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -2002500.250000 Penalty: 4840.541016
	Iteration 12Q: 3 clusters Score -2002500 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13894 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -2002877.250000 Penalty: 4840.541016
	Iteration 13Q: 3 clusters Score -2002877 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14395 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -2003239.875000 Penalty: 4840.541016
	Iteration 14Q: 3 clusters Score -2003240 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14845 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -2003522.250000 Penalty: 4840.541016
	Iteration 15Q: 3 clusters Score -2003522 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15218 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -2003731.125000 Penalty: 4840.541016
	Iteration 16Q: 3 clusters Score -2003731 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15507 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -2003916.375000 Penalty: 4840.541016
	Iteration 17Q: 3 clusters Score -2003916 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15733 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -2004079.000000 Penalty: 4840.541016
	Iteration 18Q: 3 clusters Score -2004079 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15935 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -2004216.375000 Penalty: 4840.541016
	Iteration 19Q: 3 clusters Score -2004216 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16092 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -2004336.875000 Penalty: 4840.541016
	Iteration 20F: 3 clusters Score -2004337 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16224 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -2004442.875000 Penalty: 4840.541016
	Iteration 21Q: 3 clusters Score -2004443 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16317 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -2004505.875000 Penalty: 4840.541016
	Iteration 22Q: 3 clusters Score -2004506 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16375 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -2004550.250000 Penalty: 4840.541016
	Iteration 23Q: 3 clusters Score -2004550 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16416 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -2004588.500000 Penalty: 4840.541016
	Iteration 24Q: 3 clusters Score -2004588 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16451 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -2004605.750000 Penalty: 4840.541016
	Iteration 25Q: 3 clusters Score -2004606 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16467 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -2004614.250000 Penalty: 4840.541016
	Iteration 26Q: 3 clusters Score -2004614 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16489 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -2004627.375000 Penalty: 4840.541016
	Iteration 27Q: 3 clusters Score -2004627 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16512 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -2004647.000000 Penalty: 4840.541016
	Iteration 28Q: 3 clusters Score -2004647 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16527 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -2004656.875000 Penalty: 4840.541016
	Iteration 29Q: 3 clusters Score -2004657 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16534 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -2004666.125000 Penalty: 4840.541016
	Iteration 30Q: 3 clusters Score -2004666 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -2004666.375000 Penalty: 4840.541016
	Iteration 31Q: 3 clusters Score -2004666 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16541 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -2004670.125000 Penalty: 4840.541016
	Iteration 32Q: 3 clusters Score -2004670 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16547 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -2004677.500000 Penalty: 4840.541016
	Iteration 33Q: 3 clusters Score -2004678 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16554 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -2004681.750000 Penalty: 4840.541016
	Iteration 34Q: 3 clusters Score -2004682 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16557 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -2004687.250000 Penalty: 4840.541016
	Iteration 35Q: 3 clusters Score -2004687 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16563 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -2004693.000000 Penalty: 4840.541016
	Iteration 36Q: 3 clusters Score -2004693 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16570 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -2004695.375000 Penalty: 4840.541016
	Iteration 37Q: 3 clusters Score -2004695 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16580 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -2004702.750000 Penalty: 4840.541016
	Iteration 38Q: 3 clusters Score -2004703 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16589 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -2004707.375000 Penalty: 4840.541016
	Iteration 39Q: 3 clusters Score -2004707 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16595 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -2004708.000000 Penalty: 4840.541016
	Iteration 40F: 3 clusters Score -2004708 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16599 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -2004713.125000 Penalty: 4840.541016
	Iteration 41Q: 3 clusters Score -2004713 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16598 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -2004717.375000 Penalty: 4840.541016
	Iteration 42Q: 3 clusters Score -2004717 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16600 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -2004718.000000 Penalty: 4840.541016
	Iteration 43Q: 3 clusters Score -2004718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16602 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -2004717.500000 Penalty: 4840.541016
	Iteration 44Q: 3 clusters Score -2004718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16603 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -2004720.000000 Penalty: 4840.541016
	Iteration 45Q: 3 clusters Score -2004720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16604 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -2004719.625000 Penalty: 4840.541016
	Iteration 46Q: 3 clusters Score -2004720 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16604 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -2004719.625000 Penalty: 4840.541016
	Iteration 47F: 3 clusters Score -2004720 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (84472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84472 members 
Entering Unmasked Estep 
Score: -9977045.000000 Penalty: 2813.355469
	Iteration 0F: 2 clusters Score -9977045 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42194 members 
Mstep: Class 2 contains 42278 members 
Entering Unmasked Estep 
Score: -9920582.000000 Penalty: 5626.710938
	Iteration 0F: 3 clusters Score -9920582 nChanged 39705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42149 members 
Mstep: Class 2 contains 42323 members 
Entering Unmasked Estep 
Score: -9942682.000000 Penalty: 5626.710938
	Iteration 1F: 3 clusters Score -9942682 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42144 members 
Mstep: Class 2 contains 42328 members 
Entering Unmasked Estep 
Score: -9943063.000000 Penalty: 5626.710938
	Iteration 2Q: 3 clusters Score -9943063 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42080 members 
Mstep: Class 2 contains 42392 members 
Entering Unmasked Estep 
Score: -9943516.000000 Penalty: 5626.710938
	Iteration 3Q: 3 clusters Score -9943516 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41934 members 
Mstep: Class 2 contains 42538 members 
Entering Unmasked Estep 
Score: -9943947.000000 Penalty: 5626.710938
	Iteration 4Q: 3 clusters Score -9943947 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41713 members 
Mstep: Class 2 contains 42759 members 
Entering Unmasked Estep 
Score: -9944364.000000 Penalty: 5626.710938
	Iteration 5Q: 3 clusters Score -9944364 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41343 members 
Mstep: Class 2 contains 43129 members 
Entering Unmasked Estep 
Score: -9944713.000000 Penalty: 5626.710938
	Iteration 6Q: 3 clusters Score -9944713 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40816 members 
Mstep: Class 2 contains 43656 members 
Entering Unmasked Estep 
Score: -9945016.000000 Penalty: 5626.710938
	Iteration 7Q: 3 clusters Score -9945016 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40033 members 
Mstep: Class 2 contains 44439 members 
Entering Unmasked Estep 
Score: -9945383.000000 Penalty: 5626.710938
	Iteration 8Q: 3 clusters Score -9945383 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38883 members 
Mstep: Class 2 contains 45589 members 
Entering Unmasked Estep 
Score: -9945825.000000 Penalty: 5626.710938
	Iteration 9Q: 3 clusters Score -9945825 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37200 members 
Mstep: Class 2 contains 47272 members 
Entering Unmasked Estep 
Score: -9946390.000000 Penalty: 5626.710938
	Iteration 10Q: 3 clusters Score -9946390 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34783 members 
Mstep: Class 2 contains 49689 members 
Entering Unmasked Estep 
Score: -9947346.000000 Penalty: 5626.710938
	Iteration 11Q: 3 clusters Score -9947346 nChanged 3491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31440 members 
Mstep: Class 2 contains 53032 members 
Entering Unmasked Estep 
Score: -9948984.000000 Penalty: 5626.710938
	Iteration 12Q: 3 clusters Score -9948984 nChanged 4508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26990 members 
Mstep: Class 2 contains 57482 members 
Entering Unmasked Estep 
Score: -9951587.000000 Penalty: 5626.710938
	Iteration 13F: 3 clusters Score -9951587 nChanged 5853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21165 members 
Mstep: Class 2 contains 63307 members 
Entering Unmasked Estep 
Score: -9955799.000000 Penalty: 5626.710938
	Iteration 14F: 3 clusters Score -9955799 nChanged 6529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14656 members 
Mstep: Class 2 contains 69816 members 
Entering Unmasked Estep 
Score: -9961227.000000 Penalty: 5626.710938
	Iteration 15F: 3 clusters Score -9961227 nChanged 5914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 75722 members 
Entering Unmasked Estep 
Score: -9966443.000000 Penalty: 5626.710938
	Iteration 16F: 3 clusters Score -9966443 nChanged 4321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 80039 members 
Entering Unmasked Estep 
Score: -9970570.000000 Penalty: 5626.710938
	Iteration 17F: 3 clusters Score -9970570 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 82503 members 
Entering Unmasked Estep 
Score: -9972820.000000 Penalty: 5626.710938
	Iteration 18Q: 3 clusters Score -9972820 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 83558 members 
Entering Unmasked Estep 
Score: -9973799.000000 Penalty: 5626.710938
	Iteration 19Q: 3 clusters Score -9973799 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 83944 members 
Entering Unmasked Estep 
Score: -9974169.000000 Penalty: 5626.710938
	Iteration 20F: 3 clusters Score -9974169 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 84072 members 
Entering Unmasked Estep 
Score: -9974328.000000 Penalty: 5626.710938
	Iteration 21Q: 3 clusters Score -9974328 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 84129 members 
Entering Unmasked Estep 
Score: -9974392.000000 Penalty: 5626.710938
	Iteration 22Q: 3 clusters Score -9974392 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 84161 members 
Entering Unmasked Estep 
Score: -9974451.000000 Penalty: 5626.710938
	Iteration 23Q: 3 clusters Score -9974451 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 84187 members 
Entering Unmasked Estep 
Score: -9974485.000000 Penalty: 5626.710938
	Iteration 24Q: 3 clusters Score -9974485 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 84197 members 
Entering Unmasked Estep 
Score: -9974510.000000 Penalty: 5626.710938
	Iteration 25Q: 3 clusters Score -9974510 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 84205 members 
Entering Unmasked Estep 
Score: -9974525.000000 Penalty: 5626.710938
	Iteration 26Q: 3 clusters Score -9974525 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 84210 members 
Entering Unmasked Estep 
Score: -9974531.000000 Penalty: 5626.710938
	Iteration 27Q: 3 clusters Score -9974531 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 84211 members 
Entering Unmasked Estep 
Score: -9974535.000000 Penalty: 5626.710938
	Iteration 28Q: 3 clusters Score -9974535 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 84213 members 
Entering Unmasked Estep 
Score: -9974542.000000 Penalty: 5626.710938
	Iteration 29Q: 3 clusters Score -9974542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 84216 members 
Entering Unmasked Estep 
Score: -9974548.000000 Penalty: 5626.710938
	Iteration 30Q: 3 clusters Score -9974548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 84217 members 
Entering Unmasked Estep 
Score: -9974559.000000 Penalty: 5626.710938
	Iteration 31Q: 3 clusters Score -9974559 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 84217 members 
Entering Unmasked Estep 
Score: -9974559.000000 Penalty: 5626.710938
	Iteration 32F: 3 clusters Score -9974559 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (9032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Entering Unmasked Estep 
Score: -1008938.312500 Penalty: 2258.915283
	Iteration 0F: 2 clusters Score -1008938 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -1001942.687500 Penalty: 4517.830566
	Iteration 0F: 3 clusters Score -1001943 nChanged 3767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -1003921.437500 Penalty: 4517.830566
	Iteration 1F: 3 clusters Score -1003921 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -1004235.312500 Penalty: 4517.830566
	Iteration 2F: 3 clusters Score -1004235 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -1004447.187500 Penalty: 4517.830566
	Iteration 3F: 3 clusters Score -1004447 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -1004602.562500 Penalty: 4517.830566
	Iteration 4Q: 3 clusters Score -1004603 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -1004725.562500 Penalty: 4517.830566
	Iteration 5Q: 3 clusters Score -1004726 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -1004826.375000 Penalty: 4517.830566
	Iteration 6Q: 3 clusters Score -1004826 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -1004904.687500 Penalty: 4517.830566
	Iteration 7Q: 3 clusters Score -1004905 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -1004981.875000 Penalty: 4517.830566
	Iteration 8Q: 3 clusters Score -1004982 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -1005071.125000 Penalty: 4517.830566
	Iteration 9Q: 3 clusters Score -1005071 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -1005147.500000 Penalty: 4517.830566
	Iteration 10Q: 3 clusters Score -1005148 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -1005245.312500 Penalty: 4517.830566
	Iteration 11Q: 3 clusters Score -1005245 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -1005349.812500 Penalty: 4517.830566
	Iteration 12Q: 3 clusters Score -1005350 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -1005498.937500 Penalty: 4517.830566
	Iteration 13Q: 3 clusters Score -1005499 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -1005656.125000 Penalty: 4517.830566
	Iteration 14Q: 3 clusters Score -1005656 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -1005856.187500 Penalty: 4517.830566
	Iteration 15Q: 3 clusters Score -1005856 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -1006080.875000 Penalty: 4517.830566
	Iteration 16Q: 3 clusters Score -1006081 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -1006334.312500 Penalty: 4517.830566
	Iteration 17Q: 3 clusters Score -1006334 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -1006549.750000 Penalty: 4517.830566
	Iteration 18Q: 3 clusters Score -1006550 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -1006730.937500 Penalty: 4517.830566
	Iteration 19Q: 3 clusters Score -1006731 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -1006844.812500 Penalty: 4517.830566
	Iteration 20F: 3 clusters Score -1006845 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -1006922.000000 Penalty: 4517.830566
	Iteration 21Q: 3 clusters Score -1006922 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -1006960.062500 Penalty: 4517.830566
	Iteration 22Q: 3 clusters Score -1006960 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -1006985.062500 Penalty: 4517.830566
	Iteration 23Q: 3 clusters Score -1006985 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -1006999.500000 Penalty: 4517.830566
	Iteration 24Q: 3 clusters Score -1007000 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1007007.187500 Penalty: 4517.830566
	Iteration 25Q: 3 clusters Score -1007007 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -1007015.125000 Penalty: 4517.830566
	Iteration 26Q: 3 clusters Score -1007015 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1007014.437500 Penalty: 4517.830566
	Iteration 27Q: 3 clusters Score -1007014 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -1007015.187500 Penalty: 4517.830566
	Iteration 28Q: 3 clusters Score -1007015 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -1007016.000000 Penalty: 4517.830566
	Iteration 29Q: 3 clusters Score -1007016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -1007017.000000 Penalty: 4517.830566
	Iteration 30Q: 3 clusters Score -1007017 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -1007017.375000 Penalty: 4517.830566
	Iteration 31Q: 3 clusters Score -1007017 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -1007017.375000 Penalty: 4517.830566
	Iteration 32F: 3 clusters Score -1007017 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Entering Unmasked Estep 
Score: -117910.468750 Penalty: 1735.856812
	Iteration 0F: 2 clusters Score -117910.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -115999.890625 Penalty: 3471.713623
	Iteration 0F: 3 clusters Score -115999.9 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -116430.046875 Penalty: 3471.713623
	Iteration 1F: 3 clusters Score -116430 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -116614.578125 Penalty: 3471.713623
	Iteration 2F: 3 clusters Score -116614.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -116787.492188 Penalty: 3471.713623
	Iteration 3F: 3 clusters Score -116787.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -116924.992188 Penalty: 3471.713623
	Iteration 4Q: 3 clusters Score -116925 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -117006.531250 Penalty: 3471.713623
	Iteration 5Q: 3 clusters Score -117006.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -117051.351562 Penalty: 3471.713623
	Iteration 6Q: 3 clusters Score -117051.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -117083.320312 Penalty: 3471.713623
	Iteration 7Q: 3 clusters Score -117083.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -117103.867188 Penalty: 3471.713623
	Iteration 8Q: 3 clusters Score -117103.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -117117.992188 Penalty: 3471.713623
	Iteration 9Q: 3 clusters Score -117118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -117125.835938 Penalty: 3471.713623
	Iteration 10Q: 3 clusters Score -117125.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -117133.781250 Penalty: 3471.713623
	Iteration 11Q: 3 clusters Score -117133.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -117141.312500 Penalty: 3471.713623
	Iteration 12Q: 3 clusters Score -117141.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -117147.265625 Penalty: 3471.713623
	Iteration 13Q: 3 clusters Score -117147.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -117150.781250 Penalty: 3471.713623
	Iteration 14Q: 3 clusters Score -117150.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -117158.445312 Penalty: 3471.713623
	Iteration 15Q: 3 clusters Score -117158.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -117163.500000 Penalty: 3471.713623
	Iteration 16Q: 3 clusters Score -117163.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -117164.710938 Penalty: 3471.713623
	Iteration 17Q: 3 clusters Score -117164.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -117165.937500 Penalty: 3471.713623
	Iteration 18Q: 3 clusters Score -117165.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -117166.570312 Penalty: 3471.713623
	Iteration 19Q: 3 clusters Score -117166.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -117169.500000 Penalty: 3471.713623
	Iteration 20F: 3 clusters Score -117169.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -117187.117188 Penalty: 3471.713623
	Iteration 21Q: 3 clusters Score -117187.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -117191.046875 Penalty: 3471.713623
	Iteration 22Q: 3 clusters Score -117191 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -117193.812500 Penalty: 3471.713623
	Iteration 23Q: 3 clusters Score -117193.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -117195.562500 Penalty: 3471.713623
	Iteration 24Q: 3 clusters Score -117195.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -117195.562500 Penalty: 3471.713623
	Iteration 25F: 3 clusters Score -117195.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Entering Unmasked Estep 
Score: -552410.000000 Penalty: 2103.736572
	Iteration 0F: 2 clusters Score -552410 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -547999.625000 Penalty: 4207.473145
	Iteration 0F: 3 clusters Score -547999.6 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -549085.875000 Penalty: 4207.473145
	Iteration 1F: 3 clusters Score -549085.9 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -549379.000000 Penalty: 4207.473145
	Iteration 2F: 3 clusters Score -549379 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -549566.062500 Penalty: 4207.473145
	Iteration 3F: 3 clusters Score -549566.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -549699.812500 Penalty: 4207.473145
	Iteration 4Q: 3 clusters Score -549699.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -549828.375000 Penalty: 4207.473145
	Iteration 5Q: 3 clusters Score -549828.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -549988.562500 Penalty: 4207.473145
	Iteration 6Q: 3 clusters Score -549988.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -550204.125000 Penalty: 4207.473145
	Iteration 7Q: 3 clusters Score -550204.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -550455.500000 Penalty: 4207.473145
	Iteration 8Q: 3 clusters Score -550455.5 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -550686.187500 Penalty: 4207.473145
	Iteration 9Q: 3 clusters Score -550686.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -550857.562500 Penalty: 4207.473145
	Iteration 10Q: 3 clusters Score -550857.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -550987.687500 Penalty: 4207.473145
	Iteration 11Q: 3 clusters Score -550987.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -551113.375000 Penalty: 4207.473145
	Iteration 12Q: 3 clusters Score -551113.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -551222.250000 Penalty: 4207.473145
	Iteration 13Q: 3 clusters Score -551222.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -551330.000000 Penalty: 4207.473145
	Iteration 14Q: 3 clusters Score -551330 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -551429.937500 Penalty: 4207.473145
	Iteration 15Q: 3 clusters Score -551429.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -551509.187500 Penalty: 4207.473145
	Iteration 16Q: 3 clusters Score -551509.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -551571.687500 Penalty: 4207.473145
	Iteration 17Q: 3 clusters Score -551571.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -551610.250000 Penalty: 4207.473145
	Iteration 18Q: 3 clusters Score -551610.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -551652.437500 Penalty: 4207.473145
	Iteration 19Q: 3 clusters Score -551652.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -551682.125000 Penalty: 4207.473145
	Iteration 20F: 3 clusters Score -551682.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -551703.625000 Penalty: 4207.473145
	Iteration 21Q: 3 clusters Score -551703.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -551711.000000 Penalty: 4207.473145
	Iteration 22Q: 3 clusters Score -551711 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -551724.312500 Penalty: 4207.473145
	Iteration 23Q: 3 clusters Score -551724.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -551730.125000 Penalty: 4207.473145
	Iteration 24Q: 3 clusters Score -551730.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -551733.937500 Penalty: 4207.473145
	Iteration 25Q: 3 clusters Score -551733.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -551737.937500 Penalty: 4207.473145
	Iteration 26Q: 3 clusters Score -551737.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -551738.625000 Penalty: 4207.473145
	Iteration 27Q: 3 clusters Score -551738.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -551742.375000 Penalty: 4207.473145
	Iteration 28Q: 3 clusters Score -551742.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -551744.250000 Penalty: 4207.473145
	Iteration 29Q: 3 clusters Score -551744.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -551745.875000 Penalty: 4207.473145
	Iteration 30Q: 3 clusters Score -551745.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -551746.000000 Penalty: 4207.473145
	Iteration 31Q: 3 clusters Score -551746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -551746.812500 Penalty: 4207.473145
	Iteration 32Q: 3 clusters Score -551746.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -551747.625000 Penalty: 4207.473145
	Iteration 33Q: 3 clusters Score -551747.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -551747.625000 Penalty: 4207.473145
	Iteration 34F: 3 clusters Score -551747.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (10152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Entering Unmasked Estep 
Score: -1171924.125000 Penalty: 2287.905518
	Iteration 0F: 2 clusters Score -1171924 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -1164180.750000 Penalty: 4575.811035
	Iteration 0F: 3 clusters Score -1164181 nChanged 4170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -1166388.625000 Penalty: 4575.811035
	Iteration 1F: 3 clusters Score -1166389 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -1166719.625000 Penalty: 4575.811035
	Iteration 2F: 3 clusters Score -1166720 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -1167036.500000 Penalty: 4575.811035
	Iteration 3F: 3 clusters Score -1167036 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -1167320.750000 Penalty: 4575.811035
	Iteration 4Q: 3 clusters Score -1167321 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -1167610.125000 Penalty: 4575.811035
	Iteration 5Q: 3 clusters Score -1167610 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -1167901.750000 Penalty: 4575.811035
	Iteration 6Q: 3 clusters Score -1167902 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -1168150.250000 Penalty: 4575.811035
	Iteration 7Q: 3 clusters Score -1168150 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -1168333.750000 Penalty: 4575.811035
	Iteration 8Q: 3 clusters Score -1168334 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -1168463.375000 Penalty: 4575.811035
	Iteration 9Q: 3 clusters Score -1168463 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -1168567.875000 Penalty: 4575.811035
	Iteration 10Q: 3 clusters Score -1168568 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -1168647.000000 Penalty: 4575.811035
	Iteration 11Q: 3 clusters Score -1168647 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -1168709.625000 Penalty: 4575.811035
	Iteration 12Q: 3 clusters Score -1168710 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -1168756.125000 Penalty: 4575.811035
	Iteration 13Q: 3 clusters Score -1168756 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -1168792.500000 Penalty: 4575.811035
	Iteration 14Q: 3 clusters Score -1168792 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -1168833.875000 Penalty: 4575.811035
	Iteration 15Q: 3 clusters Score -1168834 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -1168867.500000 Penalty: 4575.811035
	Iteration 16Q: 3 clusters Score -1168868 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -1168888.375000 Penalty: 4575.811035
	Iteration 17Q: 3 clusters Score -1168888 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -1168901.375000 Penalty: 4575.811035
	Iteration 18Q: 3 clusters Score -1168901 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -1168909.500000 Penalty: 4575.811035
	Iteration 19Q: 3 clusters Score -1168910 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -1168921.000000 Penalty: 4575.811035
	Iteration 20F: 3 clusters Score -1168921 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -1168927.625000 Penalty: 4575.811035
	Iteration 21Q: 3 clusters Score -1168928 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -1168935.250000 Penalty: 4575.811035
	Iteration 22Q: 3 clusters Score -1168935 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -1168940.500000 Penalty: 4575.811035
	Iteration 23Q: 3 clusters Score -1168940 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -1168945.375000 Penalty: 4575.811035
	Iteration 24Q: 3 clusters Score -1168945 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -1168952.000000 Penalty: 4575.811035
	Iteration 25Q: 3 clusters Score -1168952 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -1168959.875000 Penalty: 4575.811035
	Iteration 26Q: 3 clusters Score -1168960 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -1168966.000000 Penalty: 4575.811035
	Iteration 27Q: 3 clusters Score -1168966 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -1168968.125000 Penalty: 4575.811035
	Iteration 28Q: 3 clusters Score -1168968 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -1168968.250000 Penalty: 4575.811035
	Iteration 29Q: 3 clusters Score -1168968 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -1168974.625000 Penalty: 4575.811035
	Iteration 30Q: 3 clusters Score -1168975 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -1168975.750000 Penalty: 4575.811035
	Iteration 31Q: 3 clusters Score -1168976 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -1168978.250000 Penalty: 4575.811035
	Iteration 32Q: 3 clusters Score -1168978 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -1168978.250000 Penalty: 4575.811035
	Iteration 33Q: 3 clusters Score -1168978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -1168980.750000 Penalty: 4575.811035
	Iteration 34Q: 3 clusters Score -1168981 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -1168977.000000 Penalty: 4575.811035
	Iteration 35Q: 3 clusters Score -1168977 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1168978.250000 Penalty: 4575.811035
	Iteration 36Q: 3 clusters Score -1168978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -1168979.125000 Penalty: 4575.811035
	Iteration 37Q: 3 clusters Score -1168979 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -1168979.250000 Penalty: 4575.811035
	Iteration 38Q: 3 clusters Score -1168979 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -1168983.250000 Penalty: 4575.811035
	Iteration 39Q: 3 clusters Score -1168983 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -1168983.250000 Penalty: 4575.811035
	Iteration 40F: 3 clusters Score -1168983 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Entering Unmasked Estep 
Score: -151013.515625 Penalty: 1800.260864
	Iteration 0F: 2 clusters Score -151013.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -148811.281250 Penalty: 3600.521729
	Iteration 0F: 3 clusters Score -148811.3 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -149209.046875 Penalty: 3600.521729
	Iteration 1F: 3 clusters Score -149209 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -149343.500000 Penalty: 3600.521729
	Iteration 2F: 3 clusters Score -149343.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -149393.546875 Penalty: 3600.521729
	Iteration 3Q: 3 clusters Score -149393.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -149422.109375 Penalty: 3600.521729
	Iteration 4Q: 3 clusters Score -149422.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -149463.937500 Penalty: 3600.521729
	Iteration 5Q: 3 clusters Score -149463.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -149496.609375 Penalty: 3600.521729
	Iteration 6Q: 3 clusters Score -149496.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -149526.468750 Penalty: 3600.521729
	Iteration 7Q: 3 clusters Score -149526.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -149555.156250 Penalty: 3600.521729
	Iteration 8Q: 3 clusters Score -149555.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -149575.484375 Penalty: 3600.521729
	Iteration 9Q: 3 clusters Score -149575.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -149587.906250 Penalty: 3600.521729
	Iteration 10Q: 3 clusters Score -149587.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -149606.078125 Penalty: 3600.521729
	Iteration 11Q: 3 clusters Score -149606.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -149624.875000 Penalty: 3600.521729
	Iteration 12Q: 3 clusters Score -149624.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -149634.687500 Penalty: 3600.521729
	Iteration 13Q: 3 clusters Score -149634.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -149643.218750 Penalty: 3600.521729
	Iteration 14Q: 3 clusters Score -149643.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -149650.109375 Penalty: 3600.521729
	Iteration 15Q: 3 clusters Score -149650.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -149654.375000 Penalty: 3600.521729
	Iteration 16Q: 3 clusters Score -149654.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -149657.656250 Penalty: 3600.521729
	Iteration 17Q: 3 clusters Score -149657.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -149661.828125 Penalty: 3600.521729
	Iteration 18Q: 3 clusters Score -149661.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -149662.796875 Penalty: 3600.521729
	Iteration 19Q: 3 clusters Score -149662.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -149663.265625 Penalty: 3600.521729
	Iteration 20F: 3 clusters Score -149663.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -149666.593750 Penalty: 3600.521729
	Iteration 21Q: 3 clusters Score -149666.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -149668.453125 Penalty: 3600.521729
	Iteration 22Q: 3 clusters Score -149668.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -149669.156250 Penalty: 3600.521729
	Iteration 23Q: 3 clusters Score -149669.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -149670.343750 Penalty: 3600.521729
	Iteration 24Q: 3 clusters Score -149670.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -149671.640625 Penalty: 3600.521729
	Iteration 25Q: 3 clusters Score -149671.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -149671.640625 Penalty: 3600.521729
	Iteration 26F: 3 clusters Score -149671.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (19752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19752 members 
Entering Unmasked Estep 
Score: -2357817.250000 Penalty: 2452.970459
	Iteration 0F: 2 clusters Score -2357817 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -2343862.750000 Penalty: 4905.940918
	Iteration 0F: 3 clusters Score -2343863 nChanged 8680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -2348450.000000 Penalty: 4905.940918
	Iteration 1F: 3 clusters Score -2348450 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -2348880.750000 Penalty: 4905.940918
	Iteration 2F: 3 clusters Score -2348881 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -2349250.250000 Penalty: 4905.940918
	Iteration 3Q: 3 clusters Score -2349250 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11867 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -2349630.500000 Penalty: 4905.940918
	Iteration 4Q: 3 clusters Score -2349630 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -2350104.000000 Penalty: 4905.940918
	Iteration 5Q: 3 clusters Score -2350104 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13576 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -2350702.000000 Penalty: 4905.940918
	Iteration 6F: 3 clusters Score -2350702 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14641 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -2351425.000000 Penalty: 4905.940918
	Iteration 7F: 3 clusters Score -2351425 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15808 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -2352311.000000 Penalty: 4905.940918
	Iteration 8F: 3 clusters Score -2352311 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16969 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -2353301.250000 Penalty: 4905.940918
	Iteration 9F: 3 clusters Score -2353301 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17989 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -2354216.000000 Penalty: 4905.940918
	Iteration 10F: 3 clusters Score -2354216 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18667 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -2354828.000000 Penalty: 4905.940918
	Iteration 11Q: 3 clusters Score -2354828 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19056 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -2355191.000000 Penalty: 4905.940918
	Iteration 12Q: 3 clusters Score -2355191 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19262 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -2355375.500000 Penalty: 4905.940918
	Iteration 13Q: 3 clusters Score -2355376 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19363 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -2355484.750000 Penalty: 4905.940918
	Iteration 14Q: 3 clusters Score -2355485 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19430 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -2355560.250000 Penalty: 4905.940918
	Iteration 15Q: 3 clusters Score -2355560 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19459 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -2355604.250000 Penalty: 4905.940918
	Iteration 16Q: 3 clusters Score -2355604 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19476 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -2355631.500000 Penalty: 4905.940918
	Iteration 17Q: 3 clusters Score -2355632 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19483 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -2355642.250000 Penalty: 4905.940918
	Iteration 18Q: 3 clusters Score -2355642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19488 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -2355654.500000 Penalty: 4905.940918
	Iteration 19Q: 3 clusters Score -2355654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19492 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -2355658.000000 Penalty: 4905.940918
	Iteration 20F: 3 clusters Score -2355658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19497 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -2355669.500000 Penalty: 4905.940918
	Iteration 21Q: 3 clusters Score -2355670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19499 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -2355671.750000 Penalty: 4905.940918
	Iteration 22Q: 3 clusters Score -2355672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19503 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -2355676.000000 Penalty: 4905.940918
	Iteration 23Q: 3 clusters Score -2355676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19505 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -2355683.000000 Penalty: 4905.940918
	Iteration 24Q: 3 clusters Score -2355683 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19506 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -2355686.750000 Penalty: 4905.940918
	Iteration 25Q: 3 clusters Score -2355687 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19506 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -2355686.750000 Penalty: 4905.940918
	Iteration 26F: 3 clusters Score -2355687 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (3682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Entering Unmasked Estep 
Score: -419950.937500 Penalty: 2036.380371
	Iteration 0F: 2 clusters Score -419950.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -416255.968750 Penalty: 4072.760742
	Iteration 0F: 3 clusters Score -416256 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -417047.375000 Penalty: 4072.760742
	Iteration 1F: 3 clusters Score -417047.4 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -417222.000000 Penalty: 4072.760742
	Iteration 2F: 3 clusters Score -417222 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -417349.781250 Penalty: 4072.760742
	Iteration 3F: 3 clusters Score -417349.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -417447.093750 Penalty: 4072.760742
	Iteration 4Q: 3 clusters Score -417447.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -417536.531250 Penalty: 4072.760742
	Iteration 5Q: 3 clusters Score -417536.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -417621.562500 Penalty: 4072.760742
	Iteration 6Q: 3 clusters Score -417621.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -417716.500000 Penalty: 4072.760742
	Iteration 7Q: 3 clusters Score -417716.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -417810.312500 Penalty: 4072.760742
	Iteration 8Q: 3 clusters Score -417810.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -417928.218750 Penalty: 4072.760742
	Iteration 9Q: 3 clusters Score -417928.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -418019.437500 Penalty: 4072.760742
	Iteration 10Q: 3 clusters Score -418019.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -418096.968750 Penalty: 4072.760742
	Iteration 11Q: 3 clusters Score -418097 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -418182.656250 Penalty: 4072.760742
	Iteration 12Q: 3 clusters Score -418182.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -418261.937500 Penalty: 4072.760742
	Iteration 13Q: 3 clusters Score -418261.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -418313.437500 Penalty: 4072.760742
	Iteration 14Q: 3 clusters Score -418313.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -418345.281250 Penalty: 4072.760742
	Iteration 15Q: 3 clusters Score -418345.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -418368.437500 Penalty: 4072.760742
	Iteration 16Q: 3 clusters Score -418368.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -418388.156250 Penalty: 4072.760742
	Iteration 17Q: 3 clusters Score -418388.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -418405.562500 Penalty: 4072.760742
	Iteration 18Q: 3 clusters Score -418405.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -418423.187500 Penalty: 4072.760742
	Iteration 19Q: 3 clusters Score -418423.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -418437.062500 Penalty: 4072.760742
	Iteration 20F: 3 clusters Score -418437.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -418447.937500 Penalty: 4072.760742
	Iteration 21Q: 3 clusters Score -418447.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -418458.250000 Penalty: 4072.760742
	Iteration 22Q: 3 clusters Score -418458.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -418468.062500 Penalty: 4072.760742
	Iteration 23Q: 3 clusters Score -418468.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -418471.000000 Penalty: 4072.760742
	Iteration 24Q: 3 clusters Score -418471 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -418472.781250 Penalty: 4072.760742
	Iteration 25Q: 3 clusters Score -418472.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -418475.625000 Penalty: 4072.760742
	Iteration 26Q: 3 clusters Score -418475.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -418476.468750 Penalty: 4072.760742
	Iteration 27Q: 3 clusters Score -418476.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -418476.687500 Penalty: 4072.760742
	Iteration 28Q: 3 clusters Score -418476.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -418476.687500 Penalty: 4072.760742
	Iteration 29F: 3 clusters Score -418476.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (74985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74985 members 
Entering Unmasked Estep 
Score: -8848800.000000 Penalty: 2783.810791
	Iteration 0F: 2 clusters Score -8848800 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37557 members 
Mstep: Class 2 contains 37428 members 
Entering Unmasked Estep 
Score: -8798432.000000 Penalty: 5567.621582
	Iteration 0F: 3 clusters Score -8798432 nChanged 35254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37995 members 
Mstep: Class 2 contains 36990 members 
Entering Unmasked Estep 
Score: -8818525.000000 Penalty: 5567.621582
	Iteration 1F: 3 clusters Score -8818525 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38394 members 
Mstep: Class 2 contains 36591 members 
Entering Unmasked Estep 
Score: -8819109.000000 Penalty: 5567.621582
	Iteration 2Q: 3 clusters Score -8819109 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38969 members 
Mstep: Class 2 contains 36016 members 
Entering Unmasked Estep 
Score: -8819704.000000 Penalty: 5567.621582
	Iteration 3Q: 3 clusters Score -8819704 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39842 members 
Mstep: Class 2 contains 35143 members 
Entering Unmasked Estep 
Score: -8820431.000000 Penalty: 5567.621582
	Iteration 4Q: 3 clusters Score -8820431 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41000 members 
Mstep: Class 2 contains 33985 members 
Entering Unmasked Estep 
Score: -8821234.000000 Penalty: 5567.621582
	Iteration 5Q: 3 clusters Score -8821234 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42597 members 
Mstep: Class 2 contains 32388 members 
Entering Unmasked Estep 
Score: -8822299.000000 Penalty: 5567.621582
	Iteration 6Q: 3 clusters Score -8822299 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44679 members 
Mstep: Class 2 contains 30306 members 
Entering Unmasked Estep 
Score: -8823637.000000 Penalty: 5567.621582
	Iteration 7Q: 3 clusters Score -8823637 nChanged 3358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47307 members 
Mstep: Class 2 contains 27678 members 
Entering Unmasked Estep 
Score: -8825539.000000 Penalty: 5567.621582
	Iteration 8Q: 3 clusters Score -8825539 nChanged 3861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50422 members 
Mstep: Class 2 contains 24563 members 
Entering Unmasked Estep 
Score: -8828318.000000 Penalty: 5567.621582
	Iteration 9F: 3 clusters Score -8828318 nChanged 4120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53798 members 
Mstep: Class 2 contains 21187 members 
Entering Unmasked Estep 
Score: -8831421.000000 Penalty: 5567.621582
	Iteration 10F: 3 clusters Score -8831421 nChanged 3933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56963 members 
Mstep: Class 2 contains 18022 members 
Entering Unmasked Estep 
Score: -8834310.000000 Penalty: 5567.621582
	Iteration 11F: 3 clusters Score -8834310 nChanged 3292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59587 members 
Mstep: Class 2 contains 15398 members 
Entering Unmasked Estep 
Score: -8836566.000000 Penalty: 5567.621582
	Iteration 12Q: 3 clusters Score -8836566 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61752 members 
Mstep: Class 2 contains 13233 members 
Entering Unmasked Estep 
Score: -8838115.000000 Penalty: 5567.621582
	Iteration 13Q: 3 clusters Score -8838115 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63607 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
Score: -8839343.000000 Penalty: 5567.621582
	Iteration 14Q: 3 clusters Score -8839343 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65326 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -8840340.000000 Penalty: 5567.621582
	Iteration 15Q: 3 clusters Score -8840340 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66889 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -8841217.000000 Penalty: 5567.621582
	Iteration 16Q: 3 clusters Score -8841217 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68332 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -8842030.000000 Penalty: 5567.621582
	Iteration 17Q: 3 clusters Score -8842030 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69630 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -8842814.000000 Penalty: 5567.621582
	Iteration 18Q: 3 clusters Score -8842814 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70817 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -8843518.000000 Penalty: 5567.621582
	Iteration 19Q: 3 clusters Score -8843518 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71867 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -8844249.000000 Penalty: 5567.621582
	Iteration 20F: 3 clusters Score -8844249 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72722 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -8844847.000000 Penalty: 5567.621582
	Iteration 21Q: 3 clusters Score -8844847 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73345 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -8845318.000000 Penalty: 5567.621582
	Iteration 22Q: 3 clusters Score -8845318 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73797 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -8845689.000000 Penalty: 5567.621582
	Iteration 23Q: 3 clusters Score -8845689 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74085 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -8845917.000000 Penalty: 5567.621582
	Iteration 24Q: 3 clusters Score -8845917 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74261 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -8846044.000000 Penalty: 5567.621582
	Iteration 25Q: 3 clusters Score -8846044 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74358 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -8846123.000000 Penalty: 5567.621582
	Iteration 26Q: 3 clusters Score -8846123 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74415 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -8846193.000000 Penalty: 5567.621582
	Iteration 27Q: 3 clusters Score -8846193 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74455 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -8846220.000000 Penalty: 5567.621582
	Iteration 28Q: 3 clusters Score -8846220 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74498 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -8846267.000000 Penalty: 5567.621582
	Iteration 29Q: 3 clusters Score -8846267 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74523 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -8846278.000000 Penalty: 5567.621582
	Iteration 30Q: 3 clusters Score -8846278 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74539 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -8846300.000000 Penalty: 5567.621582
	Iteration 31Q: 3 clusters Score -8846300 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74550 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -8846313.000000 Penalty: 5567.621582
	Iteration 32Q: 3 clusters Score -8846313 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74558 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -8846329.000000 Penalty: 5567.621582
	Iteration 33Q: 3 clusters Score -8846329 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74565 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -8846334.000000 Penalty: 5567.621582
	Iteration 34Q: 3 clusters Score -8846334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74567 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -8846333.000000 Penalty: 5567.621582
	Iteration 35Q: 3 clusters Score -8846333 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74572 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -8846324.000000 Penalty: 5567.621582
	Iteration 36Q: 3 clusters Score -8846324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74573 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -8846328.000000 Penalty: 5567.621582
	Iteration 37Q: 3 clusters Score -8846328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74575 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -8846332.000000 Penalty: 5567.621582
	Iteration 38Q: 3 clusters Score -8846332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74577 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -8846327.000000 Penalty: 5567.621582
	Iteration 39Q: 3 clusters Score -8846327 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74579 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -8846344.000000 Penalty: 5567.621582
	Iteration 40F: 3 clusters Score -8846344 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74581 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -8846345.000000 Penalty: 5567.621582
	Iteration 41Q: 3 clusters Score -8846345 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74583 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -8846348.000000 Penalty: 5567.621582
	Iteration 42Q: 3 clusters Score -8846348 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74583 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -8846348.000000 Penalty: 5567.621582
	Iteration 43F: 3 clusters Score -8846348 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Entering Unmasked Estep 
Score: -100486.703125 Penalty: 1695.125732
	Iteration 0F: 2 clusters Score -100486.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -98593.601562 Penalty: 3390.251465
	Iteration 0F: 3 clusters Score -98593.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -98925.882812 Penalty: 3390.251465
	Iteration 1F: 3 clusters Score -98925.88 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -99045.343750 Penalty: 3390.251465
	Iteration 2F: 3 clusters Score -99045.34 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -99104.945312 Penalty: 3390.251465
	Iteration 3Q: 3 clusters Score -99104.95 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -99134.867188 Penalty: 3390.251465
	Iteration 4Q: 3 clusters Score -99134.87 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -99158.382812 Penalty: 3390.251465
	Iteration 5Q: 3 clusters Score -99158.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -99181.031250 Penalty: 3390.251465
	Iteration 6Q: 3 clusters Score -99181.03 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -99198.148438 Penalty: 3390.251465
	Iteration 7Q: 3 clusters Score -99198.15 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -99222.476562 Penalty: 3390.251465
	Iteration 8Q: 3 clusters Score -99222.48 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -99257.929688 Penalty: 3390.251465
	Iteration 9Q: 3 clusters Score -99257.93 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -99301.132812 Penalty: 3390.251465
	Iteration 10Q: 3 clusters Score -99301.13 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -99366.773438 Penalty: 3390.251465
	Iteration 11Q: 3 clusters Score -99366.77 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -99460.695312 Penalty: 3390.251465
	Iteration 12Q: 3 clusters Score -99460.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -99532.429688 Penalty: 3390.251465
	Iteration 13Q: 3 clusters Score -99532.43 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -99581.734375 Penalty: 3390.251465
	Iteration 14Q: 3 clusters Score -99581.73 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -99599.648438 Penalty: 3390.251465
	Iteration 15Q: 3 clusters Score -99599.65 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -99619.734375 Penalty: 3390.251465
	Iteration 16Q: 3 clusters Score -99619.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -99627.515625 Penalty: 3390.251465
	Iteration 17Q: 3 clusters Score -99627.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -99641.054688 Penalty: 3390.251465
	Iteration 18Q: 3 clusters Score -99641.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -99651.273438 Penalty: 3390.251465
	Iteration 19Q: 3 clusters Score -99651.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -99659.273438 Penalty: 3390.251465
	Iteration 20F: 3 clusters Score -99659.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -99664.906250 Penalty: 3390.251465
	Iteration 21Q: 3 clusters Score -99664.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -99667.351562 Penalty: 3390.251465
	Iteration 22Q: 3 clusters Score -99667.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -99667.882812 Penalty: 3390.251465
	Iteration 23Q: 3 clusters Score -99667.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -99674.140625 Penalty: 3390.251465
	Iteration 24Q: 3 clusters Score -99674.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -99677.601562 Penalty: 3390.251465
	Iteration 25Q: 3 clusters Score -99677.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -99684.890625 Penalty: 3390.251465
	Iteration 26Q: 3 clusters Score -99684.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -99687.343750 Penalty: 3390.251465
	Iteration 27Q: 3 clusters Score -99687.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -99689.265625 Penalty: 3390.251465
	Iteration 28Q: 3 clusters Score -99689.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -99691.960938 Penalty: 3390.251465
	Iteration 29Q: 3 clusters Score -99691.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -99696.273438 Penalty: 3390.251465
	Iteration 30Q: 3 clusters Score -99696.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -99697.812500 Penalty: 3390.251465
	Iteration 31Q: 3 clusters Score -99697.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -99699.437500 Penalty: 3390.251465
	Iteration 32Q: 3 clusters Score -99699.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -99699.437500 Penalty: 3390.251465
	Iteration 33F: 3 clusters Score -99699.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (3924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Entering Unmasked Estep 
Score: -437194.875000 Penalty: 2052.166992
	Iteration 0F: 2 clusters Score -437194.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -433393.031250 Penalty: 4104.333984
	Iteration 0F: 3 clusters Score -433393 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -434342.125000 Penalty: 4104.333984
	Iteration 1F: 3 clusters Score -434342.1 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -434573.375000 Penalty: 4104.333984
	Iteration 2F: 3 clusters Score -434573.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -434741.531250 Penalty: 4104.333984
	Iteration 3F: 3 clusters Score -434741.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -434874.187500 Penalty: 4104.333984
	Iteration 4Q: 3 clusters Score -434874.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -434996.437500 Penalty: 4104.333984
	Iteration 5Q: 3 clusters Score -434996.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -435098.343750 Penalty: 4104.333984
	Iteration 6Q: 3 clusters Score -435098.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -435205.125000 Penalty: 4104.333984
	Iteration 7Q: 3 clusters Score -435205.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -435322.250000 Penalty: 4104.333984
	Iteration 8Q: 3 clusters Score -435322.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -435477.906250 Penalty: 4104.333984
	Iteration 9Q: 3 clusters Score -435477.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -435633.687500 Penalty: 4104.333984
	Iteration 10Q: 3 clusters Score -435633.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -435794.718750 Penalty: 4104.333984
	Iteration 11Q: 3 clusters Score -435794.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -435951.718750 Penalty: 4104.333984
	Iteration 12Q: 3 clusters Score -435951.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -436109.156250 Penalty: 4104.333984
	Iteration 13Q: 3 clusters Score -436109.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -436230.406250 Penalty: 4104.333984
	Iteration 14Q: 3 clusters Score -436230.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -436334.562500 Penalty: 4104.333984
	Iteration 15Q: 3 clusters Score -436334.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -436410.500000 Penalty: 4104.333984
	Iteration 16Q: 3 clusters Score -436410.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -436459.437500 Penalty: 4104.333984
	Iteration 17Q: 3 clusters Score -436459.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -436495.250000 Penalty: 4104.333984
	Iteration 18Q: 3 clusters Score -436495.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -436513.437500 Penalty: 4104.333984
	Iteration 19Q: 3 clusters Score -436513.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -436529.250000 Penalty: 4104.333984
	Iteration 20F: 3 clusters Score -436529.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -436541.781250 Penalty: 4104.333984
	Iteration 21Q: 3 clusters Score -436541.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -436551.781250 Penalty: 4104.333984
	Iteration 22Q: 3 clusters Score -436551.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -436557.437500 Penalty: 4104.333984
	Iteration 23Q: 3 clusters Score -436557.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -436559.343750 Penalty: 4104.333984
	Iteration 24Q: 3 clusters Score -436559.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -436561.562500 Penalty: 4104.333984
	Iteration 25Q: 3 clusters Score -436561.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -436561.937500 Penalty: 4104.333984
	Iteration 26Q: 3 clusters Score -436561.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -436561.937500 Penalty: 4104.333984
	Iteration 27F: 3 clusters Score -436561.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (4438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Entering Unmasked Estep 
Score: -483629.906250 Penalty: 2082.693848
	Iteration 0F: 2 clusters Score -483629.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -479434.906250 Penalty: 4165.387695
	Iteration 0F: 3 clusters Score -479434.9 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -480470.375000 Penalty: 4165.387695
	Iteration 1F: 3 clusters Score -480470.4 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -480732.281250 Penalty: 4165.387695
	Iteration 2F: 3 clusters Score -480732.3 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -480910.625000 Penalty: 4165.387695
	Iteration 3F: 3 clusters Score -480910.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -481031.781250 Penalty: 4165.387695
	Iteration 4Q: 3 clusters Score -481031.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -481147.593750 Penalty: 4165.387695
	Iteration 5Q: 3 clusters Score -481147.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -481266.906250 Penalty: 4165.387695
	Iteration 6Q: 3 clusters Score -481266.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -481391.031250 Penalty: 4165.387695
	Iteration 7Q: 3 clusters Score -481391 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -481499.750000 Penalty: 4165.387695
	Iteration 8Q: 3 clusters Score -481499.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -481578.656250 Penalty: 4165.387695
	Iteration 9Q: 3 clusters Score -481578.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -481656.062500 Penalty: 4165.387695
	Iteration 10Q: 3 clusters Score -481656.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -481722.656250 Penalty: 4165.387695
	Iteration 11Q: 3 clusters Score -481722.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -481788.968750 Penalty: 4165.387695
	Iteration 12Q: 3 clusters Score -481789 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -481851.468750 Penalty: 4165.387695
	Iteration 13Q: 3 clusters Score -481851.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -481901.156250 Penalty: 4165.387695
	Iteration 14Q: 3 clusters Score -481901.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -481939.343750 Penalty: 4165.387695
	Iteration 15Q: 3 clusters Score -481939.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -481971.125000 Penalty: 4165.387695
	Iteration 16Q: 3 clusters Score -481971.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -481992.843750 Penalty: 4165.387695
	Iteration 17Q: 3 clusters Score -481992.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -482004.187500 Penalty: 4165.387695
	Iteration 18Q: 3 clusters Score -482004.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -482014.031250 Penalty: 4165.387695
	Iteration 19Q: 3 clusters Score -482014 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -482023.718750 Penalty: 4165.387695
	Iteration 20F: 3 clusters Score -482023.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -482030.156250 Penalty: 4165.387695
	Iteration 21Q: 3 clusters Score -482030.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -482039.437500 Penalty: 4165.387695
	Iteration 22Q: 3 clusters Score -482039.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -482045.093750 Penalty: 4165.387695
	Iteration 23Q: 3 clusters Score -482045.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -482051.031250 Penalty: 4165.387695
	Iteration 24Q: 3 clusters Score -482051 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -482056.187500 Penalty: 4165.387695
	Iteration 25Q: 3 clusters Score -482056.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -482063.156250 Penalty: 4165.387695
	Iteration 26Q: 3 clusters Score -482063.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -482069.343750 Penalty: 4165.387695
	Iteration 27Q: 3 clusters Score -482069.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -482073.531250 Penalty: 4165.387695
	Iteration 28Q: 3 clusters Score -482073.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -482078.031250 Penalty: 4165.387695
	Iteration 29Q: 3 clusters Score -482078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -482080.968750 Penalty: 4165.387695
	Iteration 30Q: 3 clusters Score -482081 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -482082.968750 Penalty: 4165.387695
	Iteration 31Q: 3 clusters Score -482083 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -482083.531250 Penalty: 4165.387695
	Iteration 32Q: 3 clusters Score -482083.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -482085.468750 Penalty: 4165.387695
	Iteration 33Q: 3 clusters Score -482085.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -482086.562500 Penalty: 4165.387695
	Iteration 34Q: 3 clusters Score -482086.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -482086.562500 Penalty: 4165.387695
	Iteration 35Q: 3 clusters Score -482086.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -482087.812500 Penalty: 4165.387695
	Iteration 36Q: 3 clusters Score -482087.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -482088.531250 Penalty: 4165.387695
	Iteration 37Q: 3 clusters Score -482088.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -482088.343750 Penalty: 4165.387695
	Iteration 38Q: 3 clusters Score -482088.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -482088.093750 Penalty: 4165.387695
	Iteration 39Q: 3 clusters Score -482088.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -482089.625000 Penalty: 4165.387695
	Iteration 40F: 3 clusters Score -482089.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -482089.531250 Penalty: 4165.387695
	Iteration 41Q: 3 clusters Score -482089.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -482090.875000 Penalty: 4165.387695
	Iteration 42Q: 3 clusters Score -482090.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -482092.656250 Penalty: 4165.387695
	Iteration 43Q: 3 clusters Score -482092.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -482093.125000 Penalty: 4165.387695
	Iteration 44Q: 3 clusters Score -482093.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -482094.437500 Penalty: 4165.387695
	Iteration 45Q: 3 clusters Score -482094.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -482094.437500 Penalty: 4165.387695
	Iteration 46F: 3 clusters Score -482094.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 36336 members 
Mstep: Class 3 contains 2559 members 
Mstep: Class 4 contains 215017 members 
Mstep: Class 5 contains 14975 members 
Mstep: Class 6 contains 31656 members 
Mstep: Class 7 contains 1315 members 
Mstep: Class 8 contains 70300 members 
Mstep: Class 9 contains 43567 members 
Mstep: Class 10 contains 236150 members 
Mstep: Class 11 contains 17785 members 
Mstep: Class 12 contains 228 members 
Mstep: Class 13 contains 1800 members 
Mstep: Class 14 contains 120254 members 
Mstep: Class 15 contains 35778 members 
Mstep: Class 16 contains 5530 members 
Mstep: Class 17 contains 12846 members 
Mstep: Class 18 contains 13603 members 
Mstep: Class 19 contains 228739 members 
Mstep: Class 20 contains 25771 members 
Mstep: Class 21 contains 7184 members 
Mstep: Class 22 contains 17312 members 
Mstep: Class 23 contains 84472 members 
Mstep: Class 24 contains 9032 members 
Mstep: Class 25 contains 1096 members 
Mstep: Class 26 contains 4831 members 
Mstep: Class 27 contains 10152 members 
Mstep: Class 28 contains 1421 members 
Mstep: Class 29 contains 19752 members 
Mstep: Class 30 contains 3682 members 
Mstep: Class 31 contains 74985 members 
Mstep: Class 32 contains 930 members 
Mstep: Class 33 contains 3924 members 
Mstep: Class 34 contains 4438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155659232.000000 Penalty: 119086.632812
Iteration 119Q: 35 clusters Score -1.556592e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 36339 members 
Mstep: Class 3 contains 2559 members 
Mstep: Class 4 contains 215017 members 
Mstep: Class 5 contains 14975 members 
Mstep: Class 6 contains 31652 members 
Mstep: Class 7 contains 1315 members 
Mstep: Class 8 contains 70301 members 
Mstep: Class 9 contains 43567 members 
Mstep: Class 10 contains 236149 members 
Mstep: Class 11 contains 17772 members 
Mstep: Class 12 contains 228 members 
Mstep: Class 13 contains 1800 members 
Mstep: Class 14 contains 120254 members 
Mstep: Class 15 contains 35778 members 
Mstep: Class 16 contains 5530 members 
Mstep: Class 17 contains 12846 members 
Mstep: Class 18 contains 13608 members 
Mstep: Class 19 contains 228739 members 
Mstep: Class 20 contains 25772 members 
Mstep: Class 21 contains 7197 members 
Mstep: Class 22 contains 17308 members 
Mstep: Class 23 contains 84472 members 
Mstep: Class 24 contains 9032 members 
Mstep: Class 25 contains 1096 members 
Mstep: Class 26 contains 4831 members 
Mstep: Class 27 contains 10152 members 
Mstep: Class 28 contains 1418 members 
Mstep: Class 29 contains 19752 members 
Mstep: Class 30 contains 3682 members 
Mstep: Class 31 contains 74985 members 
Mstep: Class 32 contains 930 members 
Mstep: Class 33 contains 3924 members 
Mstep: Class 34 contains 4440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155659280.000000 Penalty: 119086.632812
Iteration 120F: 35 clusters Score -1.556593e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 36342 members 
Mstep: Class 3 contains 2559 members 
Mstep: Class 4 contains 215017 members 
Mstep: Class 5 contains 14975 members 
Mstep: Class 6 contains 31651 members 
Mstep: Class 7 contains 1315 members 
Mstep: Class 8 contains 70302 members 
Mstep: Class 9 contains 43567 members 
Mstep: Class 10 contains 236148 members 
Mstep: Class 11 contains 17758 members 
Mstep: Class 12 contains 228 members 
Mstep: Class 13 contains 1800 members 
Mstep: Class 14 contains 120254 members 
Mstep: Class 15 contains 35778 members 
Mstep: Class 16 contains 5530 members 
Mstep: Class 17 contains 12846 members 
Mstep: Class 18 contains 13614 members 
Mstep: Class 19 contains 228741 members 
Mstep: Class 20 contains 25772 members 
Mstep: Class 21 contains 7205 members 
Mstep: Class 22 contains 17304 members 
Mstep: Class 23 contains 84472 members 
Mstep: Class 24 contains 9032 members 
Mstep: Class 25 contains 1096 members 
Mstep: Class 26 contains 4831 members 
Mstep: Class 27 contains 10152 members 
Mstep: Class 28 contains 1415 members 
Mstep: Class 29 contains 19752 members 
Mstep: Class 30 contains 3682 members 
Mstep: Class 31 contains 74984 members 
Mstep: Class 32 contains 930 members 
Mstep: Class 33 contains 3924 members 
Mstep: Class 34 contains 4444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155659232.000000 Penalty: 119086.632812
Iteration 121Q: 35 clusters Score -1.556592e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 36347 members 
Mstep: Class 3 contains 2559 members 
Mstep: Class 4 contains 215017 members 
Mstep: Class 5 contains 14975 members 
Mstep: Class 6 contains 31648 members 
Mstep: Class 7 contains 1315 members 
Mstep: Class 8 contains 70300 members 
Mstep: Class 9 contains 43567 members 
Mstep: Class 10 contains 236149 members 
Mstep: Class 11 contains 17747 members 
Mstep: Class 12 contains 228 members 
Mstep: Class 13 contains 1800 members 
Mstep: Class 14 contains 120254 members 
Mstep: Class 15 contains 35778 members 
Mstep: Class 16 contains 5530 members 
Mstep: Class 17 contains 12846 members 
Mstep: Class 18 contains 13621 members 
Mstep: Class 19 contains 228737 members 
Mstep: Class 20 contains 25773 members 
Mstep: Class 21 contains 7211 members 
Mstep: Class 22 contains 17303 members 
Mstep: Class 23 contains 84472 members 
Mstep: Class 24 contains 9032 members 
Mstep: Class 25 contains 1096 members 
Mstep: Class 26 contains 4831 members 
Mstep: Class 27 contains 10152 members 
Mstep: Class 28 contains 1411 members 
Mstep: Class 29 contains 19753 members 
Mstep: Class 30 contains 3682 members 
Mstep: Class 31 contains 74983 members 
Mstep: Class 32 contains 930 members 
Mstep: Class 33 contains 3924 members 
Mstep: Class 34 contains 4449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155659248.000000 Penalty: 119086.632812
Iteration 122Q: 35 clusters Score -1.556592e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 36349 members 
Mstep: Class 3 contains 2557 members 
Mstep: Class 4 contains 215016 members 
Mstep: Class 5 contains 14975 members 
Mstep: Class 6 contains 31649 members 
Mstep: Class 7 contains 1315 members 
Mstep: Class 8 contains 70297 members 
Mstep: Class 9 contains 43567 members 
Mstep: Class 10 contains 236151 members 
Mstep: Class 11 contains 17739 members 
Mstep: Class 12 contains 228 members 
Mstep: Class 13 contains 1800 members 
Mstep: Class 14 contains 120254 members 
Mstep: Class 15 contains 35778 members 
Mstep: Class 16 contains 5530 members 
Mstep: Class 17 contains 12846 members 
Mstep: Class 18 contains 13624 members 
Mstep: Class 19 contains 228738 members 
Mstep: Class 20 contains 25773 members 
Mstep: Class 21 contains 7216 members 
Mstep: Class 22 contains 17302 members 
Mstep: Class 23 contains 84472 members 
Mstep: Class 24 contains 9032 members 
Mstep: Class 25 contains 1096 members 
Mstep: Class 26 contains 4831 members 
Mstep: Class 27 contains 10152 members 
Mstep: Class 28 contains 1410 members 
Mstep: Class 29 contains 19754 members 
Mstep: Class 30 contains 3682 members 
Mstep: Class 31 contains 74982 members 
Mstep: Class 32 contains 930 members 
Mstep: Class 33 contains 3924 members 
Mstep: Class 34 contains 4451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155659200.000000 Penalty: 119086.632812
Iteration 123Q: 35 clusters Score -1.556592e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 36349 members 
Mstep: Class 3 contains 2556 members 
Mstep: Class 4 contains 215016 members 
Mstep: Class 5 contains 14975 members 
Mstep: Class 6 contains 31644 members 
Mstep: Class 7 contains 1315 members 
Mstep: Class 8 contains 70298 members 
Mstep: Class 9 contains 43567 members 
Mstep: Class 10 contains 236151 members 
Mstep: Class 11 contains 17736 members 
Mstep: Class 12 contains 228 members 
Mstep: Class 13 contains 1800 members 
Mstep: Class 14 contains 120254 members 
Mstep: Class 15 contains 35778 members 
Mstep: Class 16 contains 5530 members 
Mstep: Class 17 contains 12846 members 
Mstep: Class 18 contains 13628 members 
Mstep: Class 19 contains 228738 members 
Mstep: Class 20 contains 25773 members 
Mstep: Class 21 contains 7221 members 
Mstep: Class 22 contains 17302 members 
Mstep: Class 23 contains 84472 members 
Mstep: Class 24 contains 9032 members 
Mstep: Class 25 contains 1096 members 
Mstep: Class 26 contains 4831 members 
Mstep: Class 27 contains 10152 members 
Mstep: Class 28 contains 1407 members 
Mstep: Class 29 contains 19754 members 
Mstep: Class 30 contains 3682 members 
Mstep: Class 31 contains 74981 members 
Mstep: Class 32 contains 930 members 
Mstep: Class 33 contains 3924 members 
Mstep: Class 34 contains 4454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155659200.000000 Penalty: 119086.632812
Iteration 124Q: 35 clusters Score -1.556592e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 36349 members 
Mstep: Class 3 contains 2556 members 
Mstep: Class 4 contains 215016 members 
Mstep: Class 5 contains 14975 members 
Mstep: Class 6 contains 31639 members 
Mstep: Class 7 contains 1315 members 
Mstep: Class 8 contains 70299 members 
Mstep: Class 9 contains 43567 members 
Mstep: Class 10 contains 236151 members 
Mstep: Class 11 contains 17733 members 
Mstep: Class 12 contains 228 members 
Mstep: Class 13 contains 1800 members 
Mstep: Class 14 contains 120254 members 
Mstep: Class 15 contains 35778 members 
Mstep: Class 16 contains 5530 members 
Mstep: Class 17 contains 12846 members 
Mstep: Class 18 contains 13635 members 
Mstep: Class 19 contains 228738 members 
Mstep: Class 20 contains 25773 members 
Mstep: Class 21 contains 7222 members 
Mstep: Class 22 contains 17302 members 
Mstep: Class 23 contains 84472 members 
Mstep: Class 24 contains 9032 members 
Mstep: Class 25 contains 1096 members 
Mstep: Class 26 contains 4831 members 
Mstep: Class 27 contains 10152 members 
Mstep: Class 28 contains 1405 members 
Mstep: Class 29 contains 19754 members 
Mstep: Class 30 contains 3682 members 
Mstep: Class 31 contains 74980 members 
Mstep: Class 32 contains 930 members 
Mstep: Class 33 contains 3924 members 
Mstep: Class 34 contains 4456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155659280.000000 Penalty: 119086.632812
Iteration 125Q: 35 clusters Score -1.556593e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 36349 members 
Mstep: Class 3 contains 2556 members 
Mstep: Class 4 contains 215016 members 
Mstep: Class 5 contains 14975 members 
Mstep: Class 6 contains 31634 members 
Mstep: Class 7 contains 1315 members 
Mstep: Class 8 contains 70300 members 
Mstep: Class 9 contains 43567 members 
Mstep: Class 10 contains 236151 members 
Mstep: Class 11 contains 17734 members 
Mstep: Class 12 contains 228 members 
Mstep: Class 13 contains 1800 members 
Mstep: Class 14 contains 120254 members 
Mstep: Class 15 contains 35778 members 
Mstep: Class 16 contains 5530 members 
Mstep: Class 17 contains 12846 members 
Mstep: Class 18 contains 13637 members 
Mstep: Class 19 contains 228738 members 
Mstep: Class 20 contains 25773 members 
Mstep: Class 21 contains 7223 members 
Mstep: Class 22 contains 17302 members 
Mstep: Class 23 contains 84472 members 
Mstep: Class 24 contains 9032 members 
Mstep: Class 25 contains 1096 members 
Mstep: Class 26 contains 4831 members 
Mstep: Class 27 contains 10152 members 
Mstep: Class 28 contains 1403 members 
Mstep: Class 29 contains 19754 members 
Mstep: Class 30 contains 3682 members 
Mstep: Class 31 contains 74979 members 
Mstep: Class 32 contains 930 members 
Mstep: Class 33 contains 3924 members 
Mstep: Class 34 contains 4459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155659200.000000 Penalty: 119086.632812
Iteration 126Q: 35 clusters Score -1.556592e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 36349 members 
Mstep: Class 3 contains 2556 members 
Mstep: Class 4 contains 215016 members 
Mstep: Class 5 contains 14975 members 
Mstep: Class 6 contains 31632 members 
Mstep: Class 7 contains 1315 members 
Mstep: Class 8 contains 70302 members 
Mstep: Class 9 contains 43567 members 
Mstep: Class 10 contains 236149 members 
Mstep: Class 11 contains 17734 members 
Mstep: Class 12 contains 228 members 
Mstep: Class 13 contains 1800 members 
Mstep: Class 14 contains 120254 members 
Mstep: Class 15 contains 35778 members 
Mstep: Class 16 contains 5530 members 
Mstep: Class 17 contains 12846 members 
Mstep: Class 18 contains 13639 members 
Mstep: Class 19 contains 228738 members 
Mstep: Class 20 contains 25773 members 
Mstep: Class 21 contains 7223 members 
Mstep: Class 22 contains 17302 members 
Mstep: Class 23 contains 84472 members 
Mstep: Class 24 contains 9032 members 
Mstep: Class 25 contains 1096 members 
Mstep: Class 26 contains 4831 members 
Mstep: Class 27 contains 10152 members 
Mstep: Class 28 contains 1402 members 
Mstep: Class 29 contains 19754 members 
Mstep: Class 30 contains 3682 members 
Mstep: Class 31 contains 74979 members 
Mstep: Class 32 contains 930 members 
Mstep: Class 33 contains 3924 members 
Mstep: Class 34 contains 4460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155659200.000000 Penalty: 119086.632812
Iteration 127Q: 35 clusters Score -1.556592e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 36349 members 
Mstep: Class 3 contains 2556 members 
Mstep: Class 4 contains 215016 members 
Mstep: Class 5 contains 14975 members 
Mstep: Class 6 contains 31630 members 
Mstep: Class 7 contains 1315 members 
Mstep: Class 8 contains 70302 members 
Mstep: Class 9 contains 43567 members 
Mstep: Class 10 contains 236149 members 
Mstep: Class 11 contains 17733 members 
Mstep: Class 12 contains 228 members 
Mstep: Class 13 contains 1800 members 
Mstep: Class 14 contains 120254 members 
Mstep: Class 15 contains 35778 members 
Mstep: Class 16 contains 5530 members 
Mstep: Class 17 contains 12846 members 
Mstep: Class 18 contains 13643 members 
Mstep: Class 19 contains 228738 members 
Mstep: Class 20 contains 25773 members 
Mstep: Class 21 contains 7223 members 
Mstep: Class 22 contains 17302 members 
Mstep: Class 23 contains 84472 members 
Mstep: Class 24 contains 9032 members 
Mstep: Class 25 contains 1096 members 
Mstep: Class 26 contains 4831 members 
Mstep: Class 27 contains 10152 members 
Mstep: Class 28 contains 1401 members 
Mstep: Class 29 contains 19754 members 
Mstep: Class 30 contains 3682 members 
Mstep: Class 31 contains 74979 members 
Mstep: Class 32 contains 930 members 
Mstep: Class 33 contains 3924 members 
Mstep: Class 34 contains 4460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155659216.000000 Penalty: 119086.632812
Iteration 128Q: 35 clusters Score -1.556592e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 36349 members 
Mstep: Class 3 contains 2556 members 
Mstep: Class 4 contains 215016 members 
Mstep: Class 5 contains 14975 members 
Mstep: Class 6 contains 31629 members 
Mstep: Class 7 contains 1315 members 
Mstep: Class 8 contains 70301 members 
Mstep: Class 9 contains 43567 members 
Mstep: Class 10 contains 236150 members 
Mstep: Class 11 contains 17733 members 
Mstep: Class 12 contains 228 members 
Mstep: Class 13 contains 1800 members 
Mstep: Class 14 contains 120254 members 
Mstep: Class 15 contains 35778 members 
Mstep: Class 16 contains 5530 members 
Mstep: Class 17 contains 12846 members 
Mstep: Class 18 contains 13644 members 
Mstep: Class 19 contains 228738 members 
Mstep: Class 20 contains 25773 members 
Mstep: Class 21 contains 7223 members 
Mstep: Class 22 contains 17302 members 
Mstep: Class 23 contains 84472 members 
Mstep: Class 24 contains 9032 members 
Mstep: Class 25 contains 1096 members 
Mstep: Class 26 contains 4831 members 
Mstep: Class 27 contains 10152 members 
Mstep: Class 28 contains 1401 members 
Mstep: Class 29 contains 19754 members 
Mstep: Class 30 contains 3682 members 
Mstep: Class 31 contains 74979 members 
Mstep: Class 32 contains 930 members 
Mstep: Class 33 contains 3924 members 
Mstep: Class 34 contains 4460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155659184.000000 Penalty: 119086.632812
Iteration 129Q: 35 clusters Score -1.556592e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 36349 members 
Mstep: Class 3 contains 2556 members 
Mstep: Class 4 contains 215016 members 
Mstep: Class 5 contains 14975 members 
Mstep: Class 6 contains 31629 members 
Mstep: Class 7 contains 1315 members 
Mstep: Class 8 contains 70300 members 
Mstep: Class 9 contains 43567 members 
Mstep: Class 10 contains 236150 members 
Mstep: Class 11 contains 17732 members 
Mstep: Class 12 contains 228 members 
Mstep: Class 13 contains 1800 members 
Mstep: Class 14 contains 120254 members 
Mstep: Class 15 contains 35778 members 
Mstep: Class 16 contains 5530 members 
Mstep: Class 17 contains 12846 members 
Mstep: Class 18 contains 13644 members 
Mstep: Class 19 contains 228738 members 
Mstep: Class 20 contains 25773 members 
Mstep: Class 21 contains 7223 members 
Mstep: Class 22 contains 17302 members 
Mstep: Class 23 contains 84472 members 
Mstep: Class 24 contains 9032 members 
Mstep: Class 25 contains 1096 members 
Mstep: Class 26 contains 4832 members 
Mstep: Class 27 contains 10152 members 
Mstep: Class 28 contains 1401 members 
Mstep: Class 29 contains 19754 members 
Mstep: Class 30 contains 3682 members 
Mstep: Class 31 contains 74979 members 
Mstep: Class 32 contains 930 members 
Mstep: Class 33 contains 3924 members 
Mstep: Class 34 contains 4461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155659232.000000 Penalty: 119086.632812
Iteration 130Q: 35 clusters Score -1.556592e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 36349 members 
Mstep: Class 3 contains 2556 members 
Mstep: Class 4 contains 215016 members 
Mstep: Class 5 contains 14975 members 
Mstep: Class 6 contains 31629 members 
Mstep: Class 7 contains 1315 members 
Mstep: Class 8 contains 70300 members 
Mstep: Class 9 contains 43567 members 
Mstep: Class 10 contains 236151 members 
Mstep: Class 11 contains 17730 members 
Mstep: Class 12 contains 228 members 
Mstep: Class 13 contains 1800 members 
Mstep: Class 14 contains 120254 members 
Mstep: Class 15 contains 35778 members 
Mstep: Class 16 contains 5530 members 
Mstep: Class 17 contains 12846 members 
Mstep: Class 18 contains 13645 members 
Mstep: Class 19 contains 228738 members 
Mstep: Class 20 contains 25773 members 
Mstep: Class 21 contains 7223 members 
Mstep: Class 22 contains 17302 members 
Mstep: Class 23 contains 84472 members 
Mstep: Class 24 contains 9032 members 
Mstep: Class 25 contains 1096 members 
Mstep: Class 26 contains 4831 members 
Mstep: Class 27 contains 10152 members 
Mstep: Class 28 contains 1401 members 
Mstep: Class 29 contains 19754 members 
Mstep: Class 30 contains 3682 members 
Mstep: Class 31 contains 74979 members 
Mstep: Class 32 contains 930 members 
Mstep: Class 33 contains 3924 members 
Mstep: Class 34 contains 4462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155659232.000000 Penalty: 119086.632812
Iteration 131Q: 35 clusters Score -1.556592e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 36349 members 
Mstep: Class 3 contains 2556 members 
Mstep: Class 4 contains 215016 members 
Mstep: Class 5 contains 14975 members 
Mstep: Class 6 contains 31629 members 
Mstep: Class 7 contains 1315 members 
Mstep: Class 8 contains 70301 members 
Mstep: Class 9 contains 43567 members 
Mstep: Class 10 contains 236152 members 
Mstep: Class 11 contains 17730 members 
Mstep: Class 12 contains 228 members 
Mstep: Class 13 contains 1800 members 
Mstep: Class 14 contains 120253 members 
Mstep: Class 15 contains 35778 members 
Mstep: Class 16 contains 5530 members 
Mstep: Class 17 contains 12846 members 
Mstep: Class 18 contains 13645 members 
Mstep: Class 19 contains 228738 members 
Mstep: Class 20 contains 25773 members 
Mstep: Class 21 contains 7223 members 
Mstep: Class 22 contains 17302 members 
Mstep: Class 23 contains 84472 members 
Mstep: Class 24 contains 9032 members 
Mstep: Class 25 contains 1096 members 
Mstep: Class 26 contains 4831 members 
Mstep: Class 27 contains 10152 members 
Mstep: Class 28 contains 1401 members 
Mstep: Class 29 contains 19754 members 
Mstep: Class 30 contains 3682 members 
Mstep: Class 31 contains 74978 members 
Mstep: Class 32 contains 930 members 
Mstep: Class 33 contains 3924 members 
Mstep: Class 34 contains 4462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155659216.000000 Penalty: 119086.632812
Iteration 132Q: 35 clusters Score -1.556592e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 36349 members 
Mstep: Class 3 contains 2556 members 
Mstep: Class 4 contains 215016 members 
Mstep: Class 5 contains 14976 members 
Mstep: Class 6 contains 31629 members 
Mstep: Class 7 contains 1315 members 
Mstep: Class 8 contains 70304 members 
Mstep: Class 9 contains 43567 members 
Mstep: Class 10 contains 236150 members 
Mstep: Class 11 contains 17730 members 
Mstep: Class 12 contains 228 members 
Mstep: Class 13 contains 1800 members 
Mstep: Class 14 contains 120252 members 
Mstep: Class 15 contains 35778 members 
Mstep: Class 16 contains 5530 members 
Mstep: Class 17 contains 12846 members 
Mstep: Class 18 contains 13645 members 
Mstep: Class 19 contains 228738 members 
Mstep: Class 20 contains 25773 members 
Mstep: Class 21 contains 7223 members 
Mstep: Class 22 contains 17302 members 
Mstep: Class 23 contains 84472 members 
Mstep: Class 24 contains 9032 members 
Mstep: Class 25 contains 1096 members 
Mstep: Class 26 contains 4831 members 
Mstep: Class 27 contains 10152 members 
Mstep: Class 28 contains 1401 members 
Mstep: Class 29 contains 19754 members 
Mstep: Class 30 contains 3682 members 
Mstep: Class 31 contains 74977 members 
Mstep: Class 32 contains 930 members 
Mstep: Class 33 contains 3924 members 
Mstep: Class 34 contains 4462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155659184.000000 Penalty: 119086.632812
Iteration 133Q: 35 clusters Score -1.556592e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 36349 members 
Mstep: Class 3 contains 2556 members 
Mstep: Class 4 contains 215016 members 
Mstep: Class 5 contains 14976 members 
Mstep: Class 6 contains 31629 members 
Mstep: Class 7 contains 1315 members 
Mstep: Class 8 contains 70307 members 
Mstep: Class 9 contains 43567 members 
Mstep: Class 10 contains 236147 members 
Mstep: Class 11 contains 17730 members 
Mstep: Class 12 contains 228 members 
Mstep: Class 13 contains 1800 members 
Mstep: Class 14 contains 120251 members 
Mstep: Class 15 contains 35778 members 
Mstep: Class 16 contains 5530 members 
Mstep: Class 17 contains 12846 members 
Mstep: Class 18 contains 13645 members 
Mstep: Class 19 contains 228739 members 
Mstep: Class 20 contains 25773 members 
Mstep: Class 21 contains 7223 members 
Mstep: Class 22 contains 17302 members 
Mstep: Class 23 contains 84472 members 
Mstep: Class 24 contains 9032 members 
Mstep: Class 25 contains 1096 members 
Mstep: Class 26 contains 4831 members 
Mstep: Class 27 contains 10152 members 
Mstep: Class 28 contains 1401 members 
Mstep: Class 29 contains 19754 members 
Mstep: Class 30 contains 3682 members 
Mstep: Class 31 contains 74977 members 
Mstep: Class 32 contains 930 members 
Mstep: Class 33 contains 3924 members 
Mstep: Class 34 contains 4462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155659168.000000 Penalty: 119086.632812
Iteration 134Q: 35 clusters Score -1.556592e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 36350 members 
Mstep: Class 3 contains 2556 members 
Mstep: Class 4 contains 215016 members 
Mstep: Class 5 contains 14976 members 
Mstep: Class 6 contains 31629 members 
Mstep: Class 7 contains 1315 members 
Mstep: Class 8 contains 70307 members 
Mstep: Class 9 contains 43567 members 
Mstep: Class 10 contains 236147 members 
Mstep: Class 11 contains 17730 members 
Mstep: Class 12 contains 228 members 
Mstep: Class 13 contains 1800 members 
Mstep: Class 14 contains 120250 members 
Mstep: Class 15 contains 35778 members 
Mstep: Class 16 contains 5530 members 
Mstep: Class 17 contains 12846 members 
Mstep: Class 18 contains 13645 members 
Mstep: Class 19 contains 228738 members 
Mstep: Class 20 contains 25774 members 
Mstep: Class 21 contains 7223 members 
Mstep: Class 22 contains 17302 members 
Mstep: Class 23 contains 84472 members 
Mstep: Class 24 contains 9032 members 
Mstep: Class 25 contains 1096 members 
Mstep: Class 26 contains 4831 members 
Mstep: Class 27 contains 10152 members 
Mstep: Class 28 contains 1401 members 
Mstep: Class 29 contains 19754 members 
Mstep: Class 30 contains 3682 members 
Mstep: Class 31 contains 74977 members 
Mstep: Class 32 contains 930 members 
Mstep: Class 33 contains 3924 members 
Mstep: Class 34 contains 4462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155659184.000000 Penalty: 119086.632812
Iteration 135Q: 35 clusters Score -1.556592e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 36350 members 
Mstep: Class 3 contains 2556 members 
Mstep: Class 4 contains 215016 members 
Mstep: Class 5 contains 14976 members 
Mstep: Class 6 contains 31629 members 
Mstep: Class 7 contains 1315 members 
Mstep: Class 8 contains 70307 members 
Mstep: Class 9 contains 43567 members 
Mstep: Class 10 contains 236147 members 
Mstep: Class 11 contains 17730 members 
Mstep: Class 12 contains 228 members 
Mstep: Class 13 contains 1800 members 
Mstep: Class 14 contains 120250 members 
Mstep: Class 15 contains 35778 members 
Mstep: Class 16 contains 5530 members 
Mstep: Class 17 contains 12846 members 
Mstep: Class 18 contains 13645 members 
Mstep: Class 19 contains 228736 members 
Mstep: Class 20 contains 25776 members 
Mstep: Class 21 contains 7223 members 
Mstep: Class 22 contains 17302 members 
Mstep: Class 23 contains 84472 members 
Mstep: Class 24 contains 9032 members 
Mstep: Class 25 contains 1096 members 
Mstep: Class 26 contains 4831 members 
Mstep: Class 27 contains 10152 members 
Mstep: Class 28 contains 1401 members 
Mstep: Class 29 contains 19754 members 
Mstep: Class 30 contains 3682 members 
Mstep: Class 31 contains 74977 members 
Mstep: Class 32 contains 930 members 
Mstep: Class 33 contains 3924 members 
Mstep: Class 34 contains 4462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155659184.000000 Penalty: 119086.632812
Iteration 136Q: 35 clusters Score -1.556592e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 36350 members 
Mstep: Class 3 contains 2556 members 
Mstep: Class 4 contains 215016 members 
Mstep: Class 5 contains 14976 members 
Mstep: Class 6 contains 31629 members 
Mstep: Class 7 contains 1315 members 
Mstep: Class 8 contains 70307 members 
Mstep: Class 9 contains 43567 members 
Mstep: Class 10 contains 236147 members 
Mstep: Class 11 contains 17730 members 
Mstep: Class 12 contains 228 members 
Mstep: Class 13 contains 1800 members 
Mstep: Class 14 contains 120249 members 
Mstep: Class 15 contains 35778 members 
Mstep: Class 16 contains 5530 members 
Mstep: Class 17 contains 12846 members 
Mstep: Class 18 contains 13645 members 
Mstep: Class 19 contains 228734 members 
Mstep: Class 20 contains 25779 members 
Mstep: Class 21 contains 7223 members 
Mstep: Class 22 contains 17302 members 
Mstep: Class 23 contains 84472 members 
Mstep: Class 24 contains 9032 members 
Mstep: Class 25 contains 1096 members 
Mstep: Class 26 contains 4831 members 
Mstep: Class 27 contains 10152 members 
Mstep: Class 28 contains 1401 members 
Mstep: Class 29 contains 19754 members 
Mstep: Class 30 contains 3682 members 
Mstep: Class 31 contains 74977 members 
Mstep: Class 32 contains 930 members 
Mstep: Class 33 contains 3924 members 
Mstep: Class 34 contains 4462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155659200.000000 Penalty: 119086.632812
Iteration 137Q: 35 clusters Score -1.556592e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 36349 members 
Mstep: Class 3 contains 2556 members 
Mstep: Class 4 contains 215016 members 
Mstep: Class 5 contains 14976 members 
Mstep: Class 6 contains 31629 members 
Mstep: Class 7 contains 1315 members 
Mstep: Class 8 contains 70307 members 
Mstep: Class 9 contains 43567 members 
Mstep: Class 10 contains 236147 members 
Mstep: Class 11 contains 17730 members 
Mstep: Class 12 contains 228 members 
Mstep: Class 13 contains 1800 members 
Mstep: Class 14 contains 120249 members 
Mstep: Class 15 contains 35778 members 
Mstep: Class 16 contains 5530 members 
Mstep: Class 17 contains 12846 members 
Mstep: Class 18 contains 13645 members 
Mstep: Class 19 contains 228731 members 
Mstep: Class 20 contains 25783 members 
Mstep: Class 21 contains 7223 members 
Mstep: Class 22 contains 17302 members 
Mstep: Class 23 contains 84472 members 
Mstep: Class 24 contains 9032 members 
Mstep: Class 25 contains 1096 members 
Mstep: Class 26 contains 4831 members 
Mstep: Class 27 contains 10152 members 
Mstep: Class 28 contains 1401 members 
Mstep: Class 29 contains 19754 members 
Mstep: Class 30 contains 3682 members 
Mstep: Class 31 contains 74977 members 
Mstep: Class 32 contains 930 members 
Mstep: Class 33 contains 3924 members 
Mstep: Class 34 contains 4462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155659232.000000 Penalty: 119086.632812
Iteration 138Q: 35 clusters Score -1.556592e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 36349 members 
Mstep: Class 3 contains 2556 members 
Mstep: Class 4 contains 215016 members 
Mstep: Class 5 contains 14976 members 
Mstep: Class 6 contains 31629 members 
Mstep: Class 7 contains 1315 members 
Mstep: Class 8 contains 70307 members 
Mstep: Class 9 contains 43567 members 
Mstep: Class 10 contains 236147 members 
Mstep: Class 11 contains 17730 members 
Mstep: Class 12 contains 228 members 
Mstep: Class 13 contains 1800 members 
Mstep: Class 14 contains 120249 members 
Mstep: Class 15 contains 35778 members 
Mstep: Class 16 contains 5530 members 
Mstep: Class 17 contains 12846 members 
Mstep: Class 18 contains 13645 members 
Mstep: Class 19 contains 228729 members 
Mstep: Class 20 contains 25785 members 
Mstep: Class 21 contains 7223 members 
Mstep: Class 22 contains 17302 members 
Mstep: Class 23 contains 84472 members 
Mstep: Class 24 contains 9032 members 
Mstep: Class 25 contains 1096 members 
Mstep: Class 26 contains 4831 members 
Mstep: Class 27 contains 10152 members 
Mstep: Class 28 contains 1401 members 
Mstep: Class 29 contains 19754 members 
Mstep: Class 30 contains 3682 members 
Mstep: Class 31 contains 74977 members 
Mstep: Class 32 contains 930 members 
Mstep: Class 33 contains 3924 members 
Mstep: Class 34 contains 4462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155659216.000000 Penalty: 119086.632812
Iteration 139Q: 35 clusters Score -1.556592e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 36349 members 
Mstep: Class 3 contains 2556 members 
Mstep: Class 4 contains 215016 members 
Mstep: Class 5 contains 14976 members 
Mstep: Class 6 contains 31629 members 
Mstep: Class 7 contains 1315 members 
Mstep: Class 8 contains 70307 members 
Mstep: Class 9 contains 43567 members 
Mstep: Class 10 contains 236147 members 
Mstep: Class 11 contains 17730 members 
Mstep: Class 12 contains 228 members 
Mstep: Class 13 contains 1800 members 
Mstep: Class 14 contains 120249 members 
Mstep: Class 15 contains 35778 members 
Mstep: Class 16 contains 5530 members 
Mstep: Class 17 contains 12846 members 
Mstep: Class 18 contains 13645 members 
Mstep: Class 19 contains 228728 members 
Mstep: Class 20 contains 25787 members 
Mstep: Class 21 contains 7223 members 
Mstep: Class 22 contains 17302 members 
Mstep: Class 23 contains 84472 members 
Mstep: Class 24 contains 9032 members 
Mstep: Class 25 contains 1096 members 
Mstep: Class 26 contains 4831 members 
Mstep: Class 27 contains 10152 members 
Mstep: Class 28 contains 1401 members 
Mstep: Class 29 contains 19754 members 
Mstep: Class 30 contains 3682 members 
Mstep: Class 31 contains 74976 members 
Mstep: Class 32 contains 930 members 
Mstep: Class 33 contains 3924 members 
Mstep: Class 34 contains 4462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155659216.000000 Penalty: 119086.632812
Iteration 140F: 35 clusters Score -1.556592e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 36349 members 
Mstep: Class 3 contains 2556 members 
Mstep: Class 4 contains 215016 members 
Mstep: Class 5 contains 14976 members 
Mstep: Class 6 contains 31629 members 
Mstep: Class 7 contains 1315 members 
Mstep: Class 8 contains 70307 members 
Mstep: Class 9 contains 43567 members 
Mstep: Class 10 contains 236147 members 
Mstep: Class 11 contains 17730 members 
Mstep: Class 12 contains 228 members 
Mstep: Class 13 contains 1800 members 
Mstep: Class 14 contains 120249 members 
Mstep: Class 15 contains 35778 members 
Mstep: Class 16 contains 5530 members 
Mstep: Class 17 contains 12846 members 
Mstep: Class 18 contains 13645 members 
Mstep: Class 19 contains 228726 members 
Mstep: Class 20 contains 25789 members 
Mstep: Class 21 contains 7223 members 
Mstep: Class 22 contains 17302 members 
Mstep: Class 23 contains 84472 members 
Mstep: Class 24 contains 9032 members 
Mstep: Class 25 contains 1096 members 
Mstep: Class 26 contains 4831 members 
Mstep: Class 27 contains 10152 members 
Mstep: Class 28 contains 1401 members 
Mstep: Class 29 contains 19754 members 
Mstep: Class 30 contains 3682 members 
Mstep: Class 31 contains 74976 members 
Mstep: Class 32 contains 930 members 
Mstep: Class 33 contains 3924 members 
Mstep: Class 34 contains 4462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155659232.000000 Penalty: 119086.632812
Iteration 141Q: 35 clusters Score -1.556592e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 36349 members 
Mstep: Class 3 contains 2556 members 
Mstep: Class 4 contains 215016 members 
Mstep: Class 5 contains 14976 members 
Mstep: Class 6 contains 31629 members 
Mstep: Class 7 contains 1315 members 
Mstep: Class 8 contains 70307 members 
Mstep: Class 9 contains 43567 members 
Mstep: Class 10 contains 236147 members 
Mstep: Class 11 contains 17730 members 
Mstep: Class 12 contains 228 members 
Mstep: Class 13 contains 1800 members 
Mstep: Class 14 contains 120249 members 
Mstep: Class 15 contains 35778 members 
Mstep: Class 16 contains 5530 members 
Mstep: Class 17 contains 12846 members 
Mstep: Class 18 contains 13645 members 
Mstep: Class 19 contains 228724 members 
Mstep: Class 20 contains 25791 members 
Mstep: Class 21 contains 7223 members 
Mstep: Class 22 contains 17302 members 
Mstep: Class 23 contains 84472 members 
Mstep: Class 24 contains 9032 members 
Mstep: Class 25 contains 1096 members 
Mstep: Class 26 contains 4831 members 
Mstep: Class 27 contains 10152 members 
Mstep: Class 28 contains 1401 members 
Mstep: Class 29 contains 19754 members 
Mstep: Class 30 contains 3682 members 
Mstep: Class 31 contains 74976 members 
Mstep: Class 32 contains 930 members 
Mstep: Class 33 contains 3924 members 
Mstep: Class 34 contains 4462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155659248.000000 Penalty: 119086.632812
Iteration 142Q: 35 clusters Score -1.556592e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 36349 members 
Mstep: Class 3 contains 2556 members 
Mstep: Class 4 contains 215016 members 
Mstep: Class 5 contains 14976 members 
Mstep: Class 6 contains 31629 members 
Mstep: Class 7 contains 1315 members 
Mstep: Class 8 contains 70307 members 
Mstep: Class 9 contains 43567 members 
Mstep: Class 10 contains 236147 members 
Mstep: Class 11 contains 17730 members 
Mstep: Class 12 contains 228 members 
Mstep: Class 13 contains 1800 members 
Mstep: Class 14 contains 120249 members 
Mstep: Class 15 contains 35778 members 
Mstep: Class 16 contains 5530 members 
Mstep: Class 17 contains 12846 members 
Mstep: Class 18 contains 13645 members 
Mstep: Class 19 contains 228720 members 
Mstep: Class 20 contains 25796 members 
Mstep: Class 21 contains 7223 members 
Mstep: Class 22 contains 17302 members 
Mstep: Class 23 contains 84472 members 
Mstep: Class 24 contains 9032 members 
Mstep: Class 25 contains 1096 members 
Mstep: Class 26 contains 4831 members 
Mstep: Class 27 contains 10152 members 
Mstep: Class 28 contains 1401 members 
Mstep: Class 29 contains 19754 members 
Mstep: Class 30 contains 3682 members 
Mstep: Class 31 contains 74975 members 
Mstep: Class 32 contains 930 members 
Mstep: Class 33 contains 3924 members 
Mstep: Class 34 contains 4462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155659216.000000 Penalty: 119086.632812
Iteration 143Q: 35 clusters Score -1.556592e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 36349 members 
Mstep: Class 3 contains 2556 members 
Mstep: Class 4 contains 215016 members 
Mstep: Class 5 contains 14976 members 
Mstep: Class 6 contains 31629 members 
Mstep: Class 7 contains 1315 members 
Mstep: Class 8 contains 70307 members 
Mstep: Class 9 contains 43567 members 
Mstep: Class 10 contains 236147 members 
Mstep: Class 11 contains 17730 members 
Mstep: Class 12 contains 228 members 
Mstep: Class 13 contains 1800 members 
Mstep: Class 14 contains 120248 members 
Mstep: Class 15 contains 35778 members 
Mstep: Class 16 contains 5530 members 
Mstep: Class 17 contains 12846 members 
Mstep: Class 18 contains 13645 members 
Mstep: Class 19 contains 228717 members 
Mstep: Class 20 contains 25800 members 
Mstep: Class 21 contains 7223 members 
Mstep: Class 22 contains 17302 members 
Mstep: Class 23 contains 84472 members 
Mstep: Class 24 contains 9032 members 
Mstep: Class 25 contains 1096 members 
Mstep: Class 26 contains 4831 members 
Mstep: Class 27 contains 10152 members 
Mstep: Class 28 contains 1401 members 
Mstep: Class 29 contains 19754 members 
Mstep: Class 30 contains 3682 members 
Mstep: Class 31 contains 74975 members 
Mstep: Class 32 contains 930 members 
Mstep: Class 33 contains 3924 members 
Mstep: Class 34 contains 4462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155659216.000000 Penalty: 119086.632812
Iteration 144Q: 35 clusters Score -1.556592e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 36348 members 
Mstep: Class 3 contains 2556 members 
Mstep: Class 4 contains 215016 members 
Mstep: Class 5 contains 14976 members 
Mstep: Class 6 contains 31629 members 
Mstep: Class 7 contains 1315 members 
Mstep: Class 8 contains 70307 members 
Mstep: Class 9 contains 43567 members 
Mstep: Class 10 contains 236147 members 
Mstep: Class 11 contains 17730 members 
Mstep: Class 12 contains 228 members 
Mstep: Class 13 contains 1800 members 
Mstep: Class 14 contains 120247 members 
Mstep: Class 15 contains 35778 members 
Mstep: Class 16 contains 5530 members 
Mstep: Class 17 contains 12846 members 
Mstep: Class 18 contains 13645 members 
Mstep: Class 19 contains 228717 members 
Mstep: Class 20 contains 25802 members 
Mstep: Class 21 contains 7223 members 
Mstep: Class 22 contains 17302 members 
Mstep: Class 23 contains 84472 members 
Mstep: Class 24 contains 9032 members 
Mstep: Class 25 contains 1096 members 
Mstep: Class 26 contains 4831 members 
Mstep: Class 27 contains 10152 members 
Mstep: Class 28 contains 1401 members 
Mstep: Class 29 contains 19754 members 
Mstep: Class 30 contains 3682 members 
Mstep: Class 31 contains 74975 members 
Mstep: Class 32 contains 930 members 
Mstep: Class 33 contains 3924 members 
Mstep: Class 34 contains 4462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155659232.000000 Penalty: 119086.632812
Iteration 145Q: 35 clusters Score -1.556592e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 36348 members 
Mstep: Class 3 contains 2556 members 
Mstep: Class 4 contains 215016 members 
Mstep: Class 5 contains 14976 members 
Mstep: Class 6 contains 31629 members 
Mstep: Class 7 contains 1315 members 
Mstep: Class 8 contains 70307 members 
Mstep: Class 9 contains 43567 members 
Mstep: Class 10 contains 236147 members 
Mstep: Class 11 contains 17730 members 
Mstep: Class 12 contains 228 members 
Mstep: Class 13 contains 1800 members 
Mstep: Class 14 contains 120247 members 
Mstep: Class 15 contains 35778 members 
Mstep: Class 16 contains 5530 members 
Mstep: Class 17 contains 12846 members 
Mstep: Class 18 contains 13645 members 
Mstep: Class 19 contains 228716 members 
Mstep: Class 20 contains 25803 members 
Mstep: Class 21 contains 7223 members 
Mstep: Class 22 contains 17302 members 
Mstep: Class 23 contains 84472 members 
Mstep: Class 24 contains 9032 members 
Mstep: Class 25 contains 1096 members 
Mstep: Class 26 contains 4831 members 
Mstep: Class 27 contains 10152 members 
Mstep: Class 28 contains 1401 members 
Mstep: Class 29 contains 19754 members 
Mstep: Class 30 contains 3682 members 
Mstep: Class 31 contains 74975 members 
Mstep: Class 32 contains 930 members 
Mstep: Class 33 contains 3924 members 
Mstep: Class 34 contains 4462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155659216.000000 Penalty: 119086.632812
Iteration 146Q: 35 clusters Score -1.556592e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 36348 members 
Mstep: Class 3 contains 2556 members 
Mstep: Class 4 contains 215016 members 
Mstep: Class 5 contains 14976 members 
Mstep: Class 6 contains 31629 members 
Mstep: Class 7 contains 1315 members 
Mstep: Class 8 contains 70307 members 
Mstep: Class 9 contains 43567 members 
Mstep: Class 10 contains 236147 members 
Mstep: Class 11 contains 17730 members 
Mstep: Class 12 contains 228 members 
Mstep: Class 13 contains 1800 members 
Mstep: Class 14 contains 120247 members 
Mstep: Class 15 contains 35778 members 
Mstep: Class 16 contains 5530 members 
Mstep: Class 17 contains 12846 members 
Mstep: Class 18 contains 13645 members 
Mstep: Class 19 contains 228716 members 
Mstep: Class 20 contains 25802 members 
Mstep: Class 21 contains 7223 members 
Mstep: Class 22 contains 17302 members 
Mstep: Class 23 contains 84472 members 
Mstep: Class 24 contains 9032 members 
Mstep: Class 25 contains 1096 members 
Mstep: Class 26 contains 4831 members 
Mstep: Class 27 contains 10152 members 
Mstep: Class 28 contains 1401 members 
Mstep: Class 29 contains 19754 members 
Mstep: Class 30 contains 3682 members 
Mstep: Class 31 contains 74975 members 
Mstep: Class 32 contains 930 members 
Mstep: Class 33 contains 3925 members 
Mstep: Class 34 contains 4462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155659184.000000 Penalty: 119086.632812
Iteration 147Q: 35 clusters Score -1.556592e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 36348 members 
Mstep: Class 3 contains 2556 members 
Mstep: Class 4 contains 215016 members 
Mstep: Class 5 contains 14976 members 
Mstep: Class 6 contains 31629 members 
Mstep: Class 7 contains 1315 members 
Mstep: Class 8 contains 70307 members 
Mstep: Class 9 contains 43567 members 
Mstep: Class 10 contains 236147 members 
Mstep: Class 11 contains 17730 members 
Mstep: Class 12 contains 228 members 
Mstep: Class 13 contains 1800 members 
Mstep: Class 14 contains 120247 members 
Mstep: Class 15 contains 35778 members 
Mstep: Class 16 contains 5530 members 
Mstep: Class 17 contains 12846 members 
Mstep: Class 18 contains 13645 members 
Mstep: Class 19 contains 228716 members 
Mstep: Class 20 contains 25802 members 
Mstep: Class 21 contains 7223 members 
Mstep: Class 22 contains 17302 members 
Mstep: Class 23 contains 84472 members 
Mstep: Class 24 contains 9032 members 
Mstep: Class 25 contains 1096 members 
Mstep: Class 26 contains 4831 members 
Mstep: Class 27 contains 10152 members 
Mstep: Class 28 contains 1401 members 
Mstep: Class 29 contains 19754 members 
Mstep: Class 30 contains 3682 members 
Mstep: Class 31 contains 74975 members 
Mstep: Class 32 contains 930 members 
Mstep: Class 33 contains 3925 members 
Mstep: Class 34 contains 4462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155659184.000000 Penalty: 119086.632812
Iteration 148F: 35 clusters Score -1.556592e+08 nChanged 0
Entering ConstructFrom: 
Score: -155659184.000000 Penalty: 119086.632812
Entering ConstructFrom: 
Trying to split cluster 1 (2824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Entering Unmasked Estep 
Score: -289463.281250 Penalty: 1970.585571
	Iteration 0F: 2 clusters Score -289463.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -286325.437500 Penalty: 3941.171143
	Iteration 0F: 3 clusters Score -286325.4 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -286988.187500 Penalty: 3941.171143
	Iteration 1F: 3 clusters Score -286988.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -287225.406250 Penalty: 3941.171143
	Iteration 2F: 3 clusters Score -287225.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -287388.906250 Penalty: 3941.171143
	Iteration 3F: 3 clusters Score -287388.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -287503.687500 Penalty: 3941.171143
	Iteration 4Q: 3 clusters Score -287503.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -287596.218750 Penalty: 3941.171143
	Iteration 5Q: 3 clusters Score -287596.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -287663.562500 Penalty: 3941.171143
	Iteration 6Q: 3 clusters Score -287663.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -287726.312500 Penalty: 3941.171143
	Iteration 7Q: 3 clusters Score -287726.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -287783.875000 Penalty: 3941.171143
	Iteration 8Q: 3 clusters Score -287783.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -287820.687500 Penalty: 3941.171143
	Iteration 9Q: 3 clusters Score -287820.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -287850.687500 Penalty: 3941.171143
	Iteration 10Q: 3 clusters Score -287850.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -287873.562500 Penalty: 3941.171143
	Iteration 11Q: 3 clusters Score -287873.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -287889.687500 Penalty: 3941.171143
	Iteration 12Q: 3 clusters Score -287889.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -287901.687500 Penalty: 3941.171143
	Iteration 13Q: 3 clusters Score -287901.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -287912.875000 Penalty: 3941.171143
	Iteration 14Q: 3 clusters Score -287912.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -287924.187500 Penalty: 3941.171143
	Iteration 15Q: 3 clusters Score -287924.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -287931.312500 Penalty: 3941.171143
	Iteration 16Q: 3 clusters Score -287931.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -287935.500000 Penalty: 3941.171143
	Iteration 17Q: 3 clusters Score -287935.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -287940.343750 Penalty: 3941.171143
	Iteration 18Q: 3 clusters Score -287940.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -287945.656250 Penalty: 3941.171143
	Iteration 19Q: 3 clusters Score -287945.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -287950.406250 Penalty: 3941.171143
	Iteration 20F: 3 clusters Score -287950.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -287954.906250 Penalty: 3941.171143
	Iteration 21Q: 3 clusters Score -287954.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -287960.218750 Penalty: 3941.171143
	Iteration 22Q: 3 clusters Score -287960.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -287962.593750 Penalty: 3941.171143
	Iteration 23Q: 3 clusters Score -287962.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -287963.218750 Penalty: 3941.171143
	Iteration 24Q: 3 clusters Score -287963.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -287964.906250 Penalty: 3941.171143
	Iteration 25Q: 3 clusters Score -287964.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -287966.031250 Penalty: 3941.171143
	Iteration 26Q: 3 clusters Score -287966 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -287968.625000 Penalty: 3941.171143
	Iteration 27Q: 3 clusters Score -287968.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -287969.031250 Penalty: 3941.171143
	Iteration 28Q: 3 clusters Score -287969 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -287970.187500 Penalty: 3941.171143
	Iteration 29Q: 3 clusters Score -287970.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -287970.312500 Penalty: 3941.171143
	Iteration 30Q: 3 clusters Score -287970.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -287970.312500 Penalty: 3941.171143
	Iteration 31F: 3 clusters Score -287970.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (36348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36348 members 
Entering Unmasked Estep 
Score: -4230345.000000 Penalty: 2604.221924
	Iteration 0F: 2 clusters Score -4230345 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18161 members 
Mstep: Class 2 contains 18187 members 
Entering Unmasked Estep 
Score: -4205610.500000 Penalty: 5208.443848
	Iteration 0F: 3 clusters Score -4205610 nChanged 16527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17800 members 
Mstep: Class 2 contains 18548 members 
Entering Unmasked Estep 
Score: -4214471.000000 Penalty: 5208.443848
	Iteration 1F: 3 clusters Score -4214471 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17565 members 
Mstep: Class 2 contains 18783 members 
Entering Unmasked Estep 
Score: -4215069.500000 Penalty: 5208.443848
	Iteration 2Q: 3 clusters Score -4215070 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17173 members 
Mstep: Class 2 contains 19175 members 
Entering Unmasked Estep 
Score: -4215708.500000 Penalty: 5208.443848
	Iteration 3Q: 3 clusters Score -4215708 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16661 members 
Mstep: Class 2 contains 19687 members 
Entering Unmasked Estep 
Score: -4216392.500000 Penalty: 5208.443848
	Iteration 4Q: 3 clusters Score -4216392 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16002 members 
Mstep: Class 2 contains 20346 members 
Entering Unmasked Estep 
Score: -4217164.000000 Penalty: 5208.443848
	Iteration 5Q: 3 clusters Score -4217164 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15123 members 
Mstep: Class 2 contains 21225 members 
Entering Unmasked Estep 
Score: -4218066.000000 Penalty: 5208.443848
	Iteration 6Q: 3 clusters Score -4218066 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14035 members 
Mstep: Class 2 contains 22313 members 
Entering Unmasked Estep 
Score: -4219054.000000 Penalty: 5208.443848
	Iteration 7F: 3 clusters Score -4219054 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12799 members 
Mstep: Class 2 contains 23549 members 
Entering Unmasked Estep 
Score: -4220054.500000 Penalty: 5208.443848
	Iteration 8F: 3 clusters Score -4220054 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 24882 members 
Entering Unmasked Estep 
Score: -4221060.000000 Penalty: 5208.443848
	Iteration 9Q: 3 clusters Score -4221060 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 26269 members 
Entering Unmasked Estep 
Score: -4222122.000000 Penalty: 5208.443848
	Iteration 10Q: 3 clusters Score -4222122 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 27647 members 
Entering Unmasked Estep 
Score: -4223213.000000 Penalty: 5208.443848
	Iteration 11Q: 3 clusters Score -4223213 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 28936 members 
Entering Unmasked Estep 
Score: -4224255.500000 Penalty: 5208.443848
	Iteration 12Q: 3 clusters Score -4224256 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 30056 members 
Entering Unmasked Estep 
Score: -4225145.000000 Penalty: 5208.443848
	Iteration 13Q: 3 clusters Score -4225145 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 30982 members 
Entering Unmasked Estep 
Score: -4225838.500000 Penalty: 5208.443848
	Iteration 14Q: 3 clusters Score -4225838 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 31760 members 
Entering Unmasked Estep 
Score: -4226409.500000 Penalty: 5208.443848
	Iteration 15Q: 3 clusters Score -4226410 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 32366 members 
Entering Unmasked Estep 
Score: -4226795.500000 Penalty: 5208.443848
	Iteration 16Q: 3 clusters Score -4226796 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 32838 members 
Entering Unmasked Estep 
Score: -4227063.000000 Penalty: 5208.443848
	Iteration 17Q: 3 clusters Score -4227063 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 33252 members 
Entering Unmasked Estep 
Score: -4227300.000000 Penalty: 5208.443848
	Iteration 18Q: 3 clusters Score -4227300 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 33609 members 
Entering Unmasked Estep 
Score: -4227481.500000 Penalty: 5208.443848
	Iteration 19Q: 3 clusters Score -4227482 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 33921 members 
Entering Unmasked Estep 
Score: -4227660.000000 Penalty: 5208.443848
	Iteration 20F: 3 clusters Score -4227660 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 34164 members 
Entering Unmasked Estep 
Score: -4227799.500000 Penalty: 5208.443848
	Iteration 21Q: 3 clusters Score -4227800 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 34377 members 
Entering Unmasked Estep 
Score: -4227937.500000 Penalty: 5208.443848
	Iteration 22Q: 3 clusters Score -4227938 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 34566 members 
Entering Unmasked Estep 
Score: -4228053.000000 Penalty: 5208.443848
	Iteration 23Q: 3 clusters Score -4228053 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 34716 members 
Entering Unmasked Estep 
Score: -4228160.500000 Penalty: 5208.443848
	Iteration 24Q: 3 clusters Score -4228160 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 34831 members 
Entering Unmasked Estep 
Score: -4228227.000000 Penalty: 5208.443848
	Iteration 25Q: 3 clusters Score -4228227 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 34922 members 
Entering Unmasked Estep 
Score: -4228260.500000 Penalty: 5208.443848
	Iteration 26Q: 3 clusters Score -4228260 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 34995 members 
Entering Unmasked Estep 
Score: -4228310.000000 Penalty: 5208.443848
	Iteration 27Q: 3 clusters Score -4228310 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 35059 members 
Entering Unmasked Estep 
Score: -4228351.500000 Penalty: 5208.443848
	Iteration 28Q: 3 clusters Score -4228352 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 35106 members 
Entering Unmasked Estep 
Score: -4228357.000000 Penalty: 5208.443848
	Iteration 29Q: 3 clusters Score -4228357 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 35131 members 
Entering Unmasked Estep 
Score: -4228377.000000 Penalty: 5208.443848
	Iteration 30Q: 3 clusters Score -4228377 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 35153 members 
Entering Unmasked Estep 
Score: -4228389.000000 Penalty: 5208.443848
	Iteration 31Q: 3 clusters Score -4228389 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 35170 members 
Entering Unmasked Estep 
Score: -4228396.500000 Penalty: 5208.443848
	Iteration 32Q: 3 clusters Score -4228396 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 35188 members 
Entering Unmasked Estep 
Score: -4228408.500000 Penalty: 5208.443848
	Iteration 33Q: 3 clusters Score -4228408 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 35203 members 
Entering Unmasked Estep 
Score: -4228418.500000 Penalty: 5208.443848
	Iteration 34Q: 3 clusters Score -4228418 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 35212 members 
Entering Unmasked Estep 
Score: -4228420.500000 Penalty: 5208.443848
	Iteration 35Q: 3 clusters Score -4228420 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 35215 members 
Entering Unmasked Estep 
Score: -4228420.000000 Penalty: 5208.443848
	Iteration 36Q: 3 clusters Score -4228420 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 35219 members 
Entering Unmasked Estep 
Score: -4228424.500000 Penalty: 5208.443848
	Iteration 37Q: 3 clusters Score -4228424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 35221 members 
Entering Unmasked Estep 
Score: -4228433.000000 Penalty: 5208.443848
	Iteration 38Q: 3 clusters Score -4228433 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 35224 members 
Entering Unmasked Estep 
Score: -4228431.500000 Penalty: 5208.443848
	Iteration 39Q: 3 clusters Score -4228432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 35227 members 
Entering Unmasked Estep 
Score: -4228432.500000 Penalty: 5208.443848
	Iteration 40F: 3 clusters Score -4228432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 35230 members 
Entering Unmasked Estep 
Score: -4228434.000000 Penalty: 5208.443848
	Iteration 41Q: 3 clusters Score -4228434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 35231 members 
Entering Unmasked Estep 
Score: -4228432.500000 Penalty: 5208.443848
	Iteration 42Q: 3 clusters Score -4228432 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 35231 members 
Entering Unmasked Estep 
Score: -4228432.500000 Penalty: 5208.443848
	Iteration 43F: 3 clusters Score -4228432 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Entering Unmasked Estep 
Score: -248912.328125 Penalty: 1945.857422
	Iteration 0F: 2 clusters Score -248912.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -245959.828125 Penalty: 3891.714844
	Iteration 0F: 3 clusters Score -245959.8 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -246564.218750 Penalty: 3891.714844
	Iteration 1F: 3 clusters Score -246564.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -246875.390625 Penalty: 3891.714844
	Iteration 2F: 3 clusters Score -246875.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -247150.687500 Penalty: 3891.714844
	Iteration 3F: 3 clusters Score -247150.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -247425.312500 Penalty: 3891.714844
	Iteration 4F: 3 clusters Score -247425.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -247710.718750 Penalty: 3891.714844
	Iteration 5F: 3 clusters Score -247710.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -247905.062500 Penalty: 3891.714844
	Iteration 6Q: 3 clusters Score -247905.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -248038.734375 Penalty: 3891.714844
	Iteration 7Q: 3 clusters Score -248038.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -248131.093750 Penalty: 3891.714844
	Iteration 8Q: 3 clusters Score -248131.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -248179.000000 Penalty: 3891.714844
	Iteration 9Q: 3 clusters Score -248179 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -248211.031250 Penalty: 3891.714844
	Iteration 10Q: 3 clusters Score -248211 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -248226.593750 Penalty: 3891.714844
	Iteration 11Q: 3 clusters Score -248226.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -248236.359375 Penalty: 3891.714844
	Iteration 12Q: 3 clusters Score -248236.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -248239.796875 Penalty: 3891.714844
	Iteration 13Q: 3 clusters Score -248239.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -248241.187500 Penalty: 3891.714844
	Iteration 14Q: 3 clusters Score -248241.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -248243.390625 Penalty: 3891.714844
	Iteration 15Q: 3 clusters Score -248243.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -248244.890625 Penalty: 3891.714844
	Iteration 16Q: 3 clusters Score -248244.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -248245.031250 Penalty: 3891.714844
	Iteration 17Q: 3 clusters Score -248245 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -248245.046875 Penalty: 3891.714844
	Iteration 18Q: 3 clusters Score -248245 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -248245.046875 Penalty: 3891.714844
	Iteration 19F: 3 clusters Score -248245 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (215016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215016 members 
Entering Unmasked Estep 
Score: -25958466.000000 Penalty: 3045.060059
	Iteration 0F: 2 clusters Score -2.595847e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107790 members 
Mstep: Class 2 contains 107226 members 
Entering Unmasked Estep 
Score: -25827266.000000 Penalty: 6090.120117
	Iteration 0F: 3 clusters Score -2.582727e+07 nChanged 103713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110643 members 
Mstep: Class 2 contains 104373 members 
Entering Unmasked Estep 
Score: -25888124.000000 Penalty: 6090.120117
	Iteration 1F: 3 clusters Score -2.588812e+07 nChanged 5155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112432 members 
Mstep: Class 2 contains 102584 members 
Entering Unmasked Estep 
Score: -25889104.000000 Penalty: 6090.120117
	Iteration 2Q: 3 clusters Score -2.58891e+07 nChanged 5506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115076 members 
Mstep: Class 2 contains 99940 members 
Entering Unmasked Estep 
Score: -25890420.000000 Penalty: 6090.120117
	Iteration 3Q: 3 clusters Score -2.589042e+07 nChanged 6395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119199 members 
Mstep: Class 2 contains 95817 members 
Entering Unmasked Estep 
Score: -25892262.000000 Penalty: 6090.120117
	Iteration 4Q: 3 clusters Score -2.589226e+07 nChanged 7783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125520 members 
Mstep: Class 2 contains 89496 members 
Entering Unmasked Estep 
Score: -25895670.000000 Penalty: 6090.120117
	Iteration 5Q: 3 clusters Score -2.589567e+07 nChanged 10310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134984 members 
Mstep: Class 2 contains 80032 members 
Entering Unmasked Estep 
Score: -25901514.000000 Penalty: 6090.120117
	Iteration 6Q: 3 clusters Score -2.590151e+07 nChanged 13645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148229 members 
Mstep: Class 2 contains 66787 members 
Entering Unmasked Estep 
Score: -25910942.000000 Penalty: 6090.120117
	Iteration 7F: 3 clusters Score -2.591094e+07 nChanged 16464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164573 members 
Mstep: Class 2 contains 50443 members 
Entering Unmasked Estep 
Score: -25923142.000000 Penalty: 6090.120117
	Iteration 8F: 3 clusters Score -2.592314e+07 nChanged 17025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181556 members 
Mstep: Class 2 contains 33460 members 
Entering Unmasked Estep 
Score: -25934770.000000 Penalty: 6090.120117
	Iteration 9F: 3 clusters Score -2.593477e+07 nChanged 13840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195374 members 
Mstep: Class 2 contains 19642 members 
Entering Unmasked Estep 
Score: -25943322.000000 Penalty: 6090.120117
	Iteration 10F: 3 clusters Score -2.594332e+07 nChanged 8896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204254 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -25948784.000000 Penalty: 6090.120117
	Iteration 11Q: 3 clusters Score -2.594878e+07 nChanged 4945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209193 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -25952200.000000 Penalty: 6090.120117
	Iteration 12Q: 3 clusters Score -2.59522e+07 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211739 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -25953912.000000 Penalty: 6090.120117
	Iteration 13Q: 3 clusters Score -2.595391e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212996 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -25954704.000000 Penalty: 6090.120117
	Iteration 14Q: 3 clusters Score -2.59547e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213603 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -25955114.000000 Penalty: 6090.120117
	Iteration 15Q: 3 clusters Score -2.595511e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213887 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -25955292.000000 Penalty: 6090.120117
	Iteration 16Q: 3 clusters Score -2.595529e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214061 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -25955462.000000 Penalty: 6090.120117
	Iteration 17Q: 3 clusters Score -2.595546e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214161 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -25955544.000000 Penalty: 6090.120117
	Iteration 18Q: 3 clusters Score -2.595554e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214224 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -25955614.000000 Penalty: 6090.120117
	Iteration 19Q: 3 clusters Score -2.595561e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214260 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -25955660.000000 Penalty: 6090.120117
	Iteration 20F: 3 clusters Score -2.595566e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214293 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -25955684.000000 Penalty: 6090.120117
	Iteration 21Q: 3 clusters Score -2.595568e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214313 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -25955736.000000 Penalty: 6090.120117
	Iteration 22Q: 3 clusters Score -2.595574e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214335 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -25955756.000000 Penalty: 6090.120117
	Iteration 23Q: 3 clusters Score -2.595576e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214346 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -25955762.000000 Penalty: 6090.120117
	Iteration 24Q: 3 clusters Score -2.595576e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214349 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -25955784.000000 Penalty: 6090.120117
	Iteration 25Q: 3 clusters Score -2.595578e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214359 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -25955788.000000 Penalty: 6090.120117
	Iteration 26Q: 3 clusters Score -2.595579e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214366 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -25955786.000000 Penalty: 6090.120117
	Iteration 27Q: 3 clusters Score -2.595579e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214372 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -25955786.000000 Penalty: 6090.120117
	Iteration 28Q: 3 clusters Score -2.595579e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214377 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -25955788.000000 Penalty: 6090.120117
	Iteration 29Q: 3 clusters Score -2.595579e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214381 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -25955786.000000 Penalty: 6090.120117
	Iteration 30Q: 3 clusters Score -2.595579e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214383 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -25955790.000000 Penalty: 6090.120117
	Iteration 31Q: 3 clusters Score -2.595579e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214385 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -25955792.000000 Penalty: 6090.120117
	Iteration 32Q: 3 clusters Score -2.595579e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214383 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -25955790.000000 Penalty: 6090.120117
	Iteration 33Q: 3 clusters Score -2.595579e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214383 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -25955812.000000 Penalty: 6090.120117
	Iteration 34Q: 3 clusters Score -2.595581e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214385 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -25955806.000000 Penalty: 6090.120117
	Iteration 35Q: 3 clusters Score -2.595581e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214387 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -25955808.000000 Penalty: 6090.120117
	Iteration 36Q: 3 clusters Score -2.595581e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214388 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -25955820.000000 Penalty: 6090.120117
	Iteration 37Q: 3 clusters Score -2.595582e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214388 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -25955820.000000 Penalty: 6090.120117
	Iteration 38F: 3 clusters Score -2.595582e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (14976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14976 members 
Entering Unmasked Estep 
Score: -1706300.500000 Penalty: 2384.322754
	Iteration 0F: 2 clusters Score -1706300 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -1695505.125000 Penalty: 4768.645508
	Iteration 0F: 3 clusters Score -1695505 nChanged 6467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -1699023.250000 Penalty: 4768.645508
	Iteration 1F: 3 clusters Score -1699023 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -1699659.875000 Penalty: 4768.645508
	Iteration 2F: 3 clusters Score -1699660 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -1700580.500000 Penalty: 4768.645508
	Iteration 3F: 3 clusters Score -1700580 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -1701872.250000 Penalty: 4768.645508
	Iteration 4F: 3 clusters Score -1701872 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -1703270.375000 Penalty: 4768.645508
	Iteration 5F: 3 clusters Score -1703270 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -1704258.750000 Penalty: 4768.645508
	Iteration 6F: 3 clusters Score -1704259 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -1704911.250000 Penalty: 4768.645508
	Iteration 7Q: 3 clusters Score -1704911 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12998 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -1705247.875000 Penalty: 4768.645508
	Iteration 8Q: 3 clusters Score -1705248 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -1705394.875000 Penalty: 4768.645508
	Iteration 9Q: 3 clusters Score -1705395 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13313 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1705465.500000 Penalty: 4768.645508
	Iteration 10Q: 3 clusters Score -1705466 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13395 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1705510.750000 Penalty: 4768.645508
	Iteration 11Q: 3 clusters Score -1705511 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13457 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1705535.500000 Penalty: 4768.645508
	Iteration 12Q: 3 clusters Score -1705536 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13494 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1705547.500000 Penalty: 4768.645508
	Iteration 13Q: 3 clusters Score -1705548 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13511 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -1705552.375000 Penalty: 4768.645508
	Iteration 14Q: 3 clusters Score -1705552 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13528 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -1705555.875000 Penalty: 4768.645508
	Iteration 15Q: 3 clusters Score -1705556 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13539 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1705556.125000 Penalty: 4768.645508
	Iteration 16Q: 3 clusters Score -1705556 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13550 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1705559.375000 Penalty: 4768.645508
	Iteration 17Q: 3 clusters Score -1705559 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13557 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1705558.375000 Penalty: 4768.645508
	Iteration 18Q: 3 clusters Score -1705558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13563 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -1705562.000000 Penalty: 4768.645508
	Iteration 19Q: 3 clusters Score -1705562 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13570 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1705561.500000 Penalty: 4768.645508
	Iteration 20F: 3 clusters Score -1705562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13575 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1705561.125000 Penalty: 4768.645508
	Iteration 21Q: 3 clusters Score -1705561 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13584 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1705567.000000 Penalty: 4768.645508
	Iteration 22Q: 3 clusters Score -1705567 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -1705568.000000 Penalty: 4768.645508
	Iteration 23Q: 3 clusters Score -1705568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13593 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1705566.500000 Penalty: 4768.645508
	Iteration 24Q: 3 clusters Score -1705566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13596 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -1705568.625000 Penalty: 4768.645508
	Iteration 25Q: 3 clusters Score -1705569 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13597 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1705570.000000 Penalty: 4768.645508
	Iteration 26Q: 3 clusters Score -1705570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13598 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1705572.375000 Penalty: 4768.645508
	Iteration 27Q: 3 clusters Score -1705572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13600 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1705571.125000 Penalty: 4768.645508
	Iteration 28Q: 3 clusters Score -1705571 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13601 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1705572.000000 Penalty: 4768.645508
	Iteration 29Q: 3 clusters Score -1705572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13603 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1705569.875000 Penalty: 4768.645508
	Iteration 30Q: 3 clusters Score -1705570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13606 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1705573.875000 Penalty: 4768.645508
	Iteration 31Q: 3 clusters Score -1705574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13610 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1705577.250000 Penalty: 4768.645508
	Iteration 32Q: 3 clusters Score -1705577 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -1705579.750000 Penalty: 4768.645508
	Iteration 33Q: 3 clusters Score -1705580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13615 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1705577.500000 Penalty: 4768.645508
	Iteration 34Q: 3 clusters Score -1705578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13617 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1705581.250000 Penalty: 4768.645508
	Iteration 35Q: 3 clusters Score -1705581 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13619 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1705580.625000 Penalty: 4768.645508
	Iteration 36Q: 3 clusters Score -1705581 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13620 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1705581.000000 Penalty: 4768.645508
	Iteration 37Q: 3 clusters Score -1705581 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13620 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1705581.000000 Penalty: 4768.645508
	Iteration 38F: 3 clusters Score -1705581 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -3616523.000000 Penalty: 2569.733887
	Iteration 0F: 2 clusters Score -3616523 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 15900 members 
Entering Unmasked Estep 
Score: -3594905.750000 Penalty: 5139.467773
	Iteration 0F: 3 clusters Score -3594906 nChanged 14243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15260 members 
Mstep: Class 2 contains 16369 members 
Entering Unmasked Estep 
Score: -3602781.750000 Penalty: 5139.467773
	Iteration 1F: 3 clusters Score -3602782 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14954 members 
Mstep: Class 2 contains 16675 members 
Entering Unmasked Estep 
Score: -3603296.000000 Penalty: 5139.467773
	Iteration 2Q: 3 clusters Score -3603296 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14508 members 
Mstep: Class 2 contains 17121 members 
Entering Unmasked Estep 
Score: -3603902.750000 Penalty: 5139.467773
	Iteration 3Q: 3 clusters Score -3603903 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13859 members 
Mstep: Class 2 contains 17770 members 
Entering Unmasked Estep 
Score: -3604792.000000 Penalty: 5139.467773
	Iteration 4F: 3 clusters Score -3604792 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 18750 members 
Entering Unmasked Estep 
Score: -3605967.500000 Penalty: 5139.467773
	Iteration 5F: 3 clusters Score -3605968 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 20011 members 
Entering Unmasked Estep 
Score: -3607214.250000 Penalty: 5139.467773
	Iteration 6F: 3 clusters Score -3607214 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 21543 members 
Entering Unmasked Estep 
Score: -3608554.750000 Penalty: 5139.467773
	Iteration 7F: 3 clusters Score -3608555 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 23225 members 
Entering Unmasked Estep 
Score: -3610029.750000 Penalty: 5139.467773
	Iteration 8F: 3 clusters Score -3610030 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 24888 members 
Entering Unmasked Estep 
Score: -3611706.000000 Penalty: 5139.467773
	Iteration 9F: 3 clusters Score -3611706 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 26254 members 
Entering Unmasked Estep 
Score: -3613444.250000 Penalty: 5139.467773
	Iteration 10Q: 3 clusters Score -3613444 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 27203 members 
Entering Unmasked Estep 
Score: -3614781.000000 Penalty: 5139.467773
	Iteration 11Q: 3 clusters Score -3614781 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 27814 members 
Entering Unmasked Estep 
Score: -3615464.250000 Penalty: 5139.467773
	Iteration 12Q: 3 clusters Score -3615464 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 28231 members 
Entering Unmasked Estep 
Score: -3615847.250000 Penalty: 5139.467773
	Iteration 13Q: 3 clusters Score -3615847 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 28486 members 
Entering Unmasked Estep 
Score: -3616020.000000 Penalty: 5139.467773
	Iteration 14Q: 3 clusters Score -3616020 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 28650 members 
Entering Unmasked Estep 
Score: -3616116.000000 Penalty: 5139.467773
	Iteration 15Q: 3 clusters Score -3616116 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 28773 members 
Entering Unmasked Estep 
Score: -3616164.750000 Penalty: 5139.467773
	Iteration 16Q: 3 clusters Score -3616165 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 28860 members 
Entering Unmasked Estep 
Score: -3616199.000000 Penalty: 5139.467773
	Iteration 17Q: 3 clusters Score -3616199 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 28926 members 
Entering Unmasked Estep 
Score: -3616220.750000 Penalty: 5139.467773
	Iteration 18Q: 3 clusters Score -3616221 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 28959 members 
Entering Unmasked Estep 
Score: -3616224.250000 Penalty: 5139.467773
	Iteration 19Q: 3 clusters Score -3616224 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 28977 members 
Entering Unmasked Estep 
Score: -3616229.250000 Penalty: 5139.467773
	Iteration 20F: 3 clusters Score -3616229 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 28993 members 
Entering Unmasked Estep 
Score: -3616231.000000 Penalty: 5139.467773
	Iteration 21Q: 3 clusters Score -3616231 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 29007 members 
Entering Unmasked Estep 
Score: -3616229.500000 Penalty: 5139.467773
	Iteration 22Q: 3 clusters Score -3616230 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 29015 members 
Entering Unmasked Estep 
Score: -3616238.000000 Penalty: 5139.467773
	Iteration 23Q: 3 clusters Score -3616238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 29020 members 
Entering Unmasked Estep 
Score: -3616235.750000 Penalty: 5139.467773
	Iteration 24Q: 3 clusters Score -3616236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 29024 members 
Entering Unmasked Estep 
Score: -3616240.750000 Penalty: 5139.467773
	Iteration 25Q: 3 clusters Score -3616241 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 29024 members 
Entering Unmasked Estep 
Score: -3616240.750000 Penalty: 5139.467773
	Iteration 26F: 3 clusters Score -3616241 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Entering Unmasked Estep 
Score: -143320.515625 Penalty: 1781.034790
	Iteration 0F: 2 clusters Score -143320.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -141246.734375 Penalty: 3562.069580
	Iteration 0F: 3 clusters Score -141246.7 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -141717.703125 Penalty: 3562.069580
	Iteration 1F: 3 clusters Score -141717.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -141830.031250 Penalty: 3562.069580
	Iteration 2F: 3 clusters Score -141830 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -141930.484375 Penalty: 3562.069580
	Iteration 3Q: 3 clusters Score -141930.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -142145.890625 Penalty: 3562.069580
	Iteration 4F: 3 clusters Score -142145.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -142516.937500 Penalty: 3562.069580
	Iteration 5F: 3 clusters Score -142516.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -142741.171875 Penalty: 3562.069580
	Iteration 6Q: 3 clusters Score -142741.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -142810.125000 Penalty: 3562.069580
	Iteration 7Q: 3 clusters Score -142810.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -142846.078125 Penalty: 3562.069580
	Iteration 8Q: 3 clusters Score -142846.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -142870.500000 Penalty: 3562.069580
	Iteration 9Q: 3 clusters Score -142870.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -142910.171875 Penalty: 3562.069580
	Iteration 10Q: 3 clusters Score -142910.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -142926.390625 Penalty: 3562.069580
	Iteration 11Q: 3 clusters Score -142926.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -142935.562500 Penalty: 3562.069580
	Iteration 12Q: 3 clusters Score -142935.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -142943.859375 Penalty: 3562.069580
	Iteration 13Q: 3 clusters Score -142943.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -142948.625000 Penalty: 3562.069580
	Iteration 14Q: 3 clusters Score -142948.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -142959.406250 Penalty: 3562.069580
	Iteration 15Q: 3 clusters Score -142959.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -142967.265625 Penalty: 3562.069580
	Iteration 16Q: 3 clusters Score -142967.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -142972.843750 Penalty: 3562.069580
	Iteration 17Q: 3 clusters Score -142972.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -142974.187500 Penalty: 3562.069580
	Iteration 18Q: 3 clusters Score -142974.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -142974.640625 Penalty: 3562.069580
	Iteration 19Q: 3 clusters Score -142974.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -142974.640625 Penalty: 3562.069580
	Iteration 20F: 3 clusters Score -142974.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (70307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70307 members 
Entering Unmasked Estep 
Score: -7651341.000000 Penalty: 2767.835449
	Iteration 0F: 2 clusters Score -7651341 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35091 members 
Mstep: Class 2 contains 35216 members 
Entering Unmasked Estep 
Score: -7604269.500000 Penalty: 5535.670898
	Iteration 0F: 3 clusters Score -7604270 nChanged 32868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33633 members 
Mstep: Class 2 contains 36674 members 
Entering Unmasked Estep 
Score: -7623184.000000 Penalty: 5535.670898
	Iteration 1F: 3 clusters Score -7623184 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32507 members 
Mstep: Class 2 contains 37800 members 
Entering Unmasked Estep 
Score: -7624350.000000 Penalty: 5535.670898
	Iteration 2Q: 3 clusters Score -7624350 nChanged 3548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30791 members 
Mstep: Class 2 contains 39516 members 
Entering Unmasked Estep 
Score: -7625871.500000 Penalty: 5535.670898
	Iteration 3F: 3 clusters Score -7625872 nChanged 3926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28527 members 
Mstep: Class 2 contains 41780 members 
Entering Unmasked Estep 
Score: -7627859.000000 Penalty: 5535.670898
	Iteration 4F: 3 clusters Score -7627859 nChanged 4215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25764 members 
Mstep: Class 2 contains 44543 members 
Entering Unmasked Estep 
Score: -7630156.000000 Penalty: 5535.670898
	Iteration 5F: 3 clusters Score -7630156 nChanged 4410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22432 members 
Mstep: Class 2 contains 47875 members 
Entering Unmasked Estep 
Score: -7633033.500000 Penalty: 5535.670898
	Iteration 6F: 3 clusters Score -7633034 nChanged 4401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18831 members 
Mstep: Class 2 contains 51476 members 
Entering Unmasked Estep 
Score: -7636083.000000 Penalty: 5535.670898
	Iteration 7F: 3 clusters Score -7636083 nChanged 3949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15362 members 
Mstep: Class 2 contains 54945 members 
Entering Unmasked Estep 
Score: -7638987.500000 Penalty: 5535.670898
	Iteration 8F: 3 clusters Score -7638988 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 58047 members 
Entering Unmasked Estep 
Score: -7641470.500000 Penalty: 5535.670898
	Iteration 9Q: 3 clusters Score -7641470 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 60600 members 
Entering Unmasked Estep 
Score: -7643509.000000 Penalty: 5535.670898
	Iteration 10Q: 3 clusters Score -7643509 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 62603 members 
Entering Unmasked Estep 
Score: -7645047.000000 Penalty: 5535.670898
	Iteration 11Q: 3 clusters Score -7645047 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 64116 members 
Entering Unmasked Estep 
Score: -7646110.500000 Penalty: 5535.670898
	Iteration 12Q: 3 clusters Score -7646110 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 65298 members 
Entering Unmasked Estep 
Score: -7646867.000000 Penalty: 5535.670898
	Iteration 13Q: 3 clusters Score -7646867 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 66240 members 
Entering Unmasked Estep 
Score: -7647420.000000 Penalty: 5535.670898
	Iteration 14Q: 3 clusters Score -7647420 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 66983 members 
Entering Unmasked Estep 
Score: -7647902.000000 Penalty: 5535.670898
	Iteration 15Q: 3 clusters Score -7647902 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 67557 members 
Entering Unmasked Estep 
Score: -7648251.500000 Penalty: 5535.670898
	Iteration 16Q: 3 clusters Score -7648252 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 67969 members 
Entering Unmasked Estep 
Score: -7648518.000000 Penalty: 5535.670898
	Iteration 17Q: 3 clusters Score -7648518 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 68277 members 
Entering Unmasked Estep 
Score: -7648736.500000 Penalty: 5535.670898
	Iteration 18Q: 3 clusters Score -7648736 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 68530 members 
Entering Unmasked Estep 
Score: -7648860.500000 Penalty: 5535.670898
	Iteration 19Q: 3 clusters Score -7648860 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 68722 members 
Entering Unmasked Estep 
Score: -7648939.500000 Penalty: 5535.670898
	Iteration 20F: 3 clusters Score -7648940 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 68899 members 
Entering Unmasked Estep 
Score: -7649022.500000 Penalty: 5535.670898
	Iteration 21Q: 3 clusters Score -7649022 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 69028 members 
Entering Unmasked Estep 
Score: -7649082.000000 Penalty: 5535.670898
	Iteration 22Q: 3 clusters Score -7649082 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 69113 members 
Entering Unmasked Estep 
Score: -7649114.000000 Penalty: 5535.670898
	Iteration 23Q: 3 clusters Score -7649114 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 69182 members 
Entering Unmasked Estep 
Score: -7649147.500000 Penalty: 5535.670898
	Iteration 24Q: 3 clusters Score -7649148 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 69237 members 
Entering Unmasked Estep 
Score: -7649173.500000 Penalty: 5535.670898
	Iteration 25Q: 3 clusters Score -7649174 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 69278 members 
Entering Unmasked Estep 
Score: -7649205.500000 Penalty: 5535.670898
	Iteration 26Q: 3 clusters Score -7649206 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 69304 members 
Entering Unmasked Estep 
Score: -7649231.000000 Penalty: 5535.670898
	Iteration 27Q: 3 clusters Score -7649231 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 69335 members 
Entering Unmasked Estep 
Score: -7649257.500000 Penalty: 5535.670898
	Iteration 28Q: 3 clusters Score -7649258 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 69359 members 
Entering Unmasked Estep 
Score: -7649275.000000 Penalty: 5535.670898
	Iteration 29Q: 3 clusters Score -7649275 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 69384 members 
Entering Unmasked Estep 
Score: -7649285.500000 Penalty: 5535.670898
	Iteration 30Q: 3 clusters Score -7649286 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 69401 members 
Entering Unmasked Estep 
Score: -7649300.500000 Penalty: 5535.670898
	Iteration 31Q: 3 clusters Score -7649300 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 69409 members 
Entering Unmasked Estep 
Score: -7649291.500000 Penalty: 5535.670898
	Iteration 32Q: 3 clusters Score -7649292 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 69423 members 
Entering Unmasked Estep 
Score: -7649306.500000 Penalty: 5535.670898
	Iteration 33Q: 3 clusters Score -7649306 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 69435 members 
Entering Unmasked Estep 
Score: -7649309.000000 Penalty: 5535.670898
	Iteration 34Q: 3 clusters Score -7649309 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 69447 members 
Entering Unmasked Estep 
Score: -7649315.000000 Penalty: 5535.670898
	Iteration 35Q: 3 clusters Score -7649315 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 69462 members 
Entering Unmasked Estep 
Score: -7649324.000000 Penalty: 5535.670898
	Iteration 36Q: 3 clusters Score -7649324 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 69473 members 
Entering Unmasked Estep 
Score: -7649333.000000 Penalty: 5535.670898
	Iteration 37Q: 3 clusters Score -7649333 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 69478 members 
Entering Unmasked Estep 
Score: -7649335.500000 Penalty: 5535.670898
	Iteration 38Q: 3 clusters Score -7649336 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 69483 members 
Entering Unmasked Estep 
Score: -7649334.500000 Penalty: 5535.670898
	Iteration 39Q: 3 clusters Score -7649334 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 69487 members 
Entering Unmasked Estep 
Score: -7649339.500000 Penalty: 5535.670898
	Iteration 40F: 3 clusters Score -7649340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 69491 members 
Entering Unmasked Estep 
Score: -7649341.500000 Penalty: 5535.670898
	Iteration 41Q: 3 clusters Score -7649342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 69490 members 
Entering Unmasked Estep 
Score: -7649344.500000 Penalty: 5535.670898
	Iteration 42Q: 3 clusters Score -7649344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 69492 members 
Entering Unmasked Estep 
Score: -7649339.500000 Penalty: 5535.670898
	Iteration 43Q: 3 clusters Score -7649340 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 69492 members 
Entering Unmasked Estep 
Score: -7649339.500000 Penalty: 5535.670898
	Iteration 44F: 3 clusters Score -7649340 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (43567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43567 members 
Entering Unmasked Estep 
Score: -5078439.000000 Penalty: 2649.149658
	Iteration 0F: 2 clusters Score -5078439 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21664 members 
Mstep: Class 2 contains 21903 members 
Entering Unmasked Estep 
Score: -5049040.000000 Penalty: 5298.299316
	Iteration 0F: 3 clusters Score -5049040 nChanged 20070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20410 members 
Mstep: Class 2 contains 23157 members 
Entering Unmasked Estep 
Score: -5060371.000000 Penalty: 5298.299316
	Iteration 1F: 3 clusters Score -5060371 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19543 members 
Mstep: Class 2 contains 24024 members 
Entering Unmasked Estep 
Score: -5061288.000000 Penalty: 5298.299316
	Iteration 2F: 3 clusters Score -5061288 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18329 members 
Mstep: Class 2 contains 25238 members 
Entering Unmasked Estep 
Score: -5062521.000000 Penalty: 5298.299316
	Iteration 3F: 3 clusters Score -5062521 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16626 members 
Mstep: Class 2 contains 26941 members 
Entering Unmasked Estep 
Score: -5064238.000000 Penalty: 5298.299316
	Iteration 4F: 3 clusters Score -5064238 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14558 members 
Mstep: Class 2 contains 29009 members 
Entering Unmasked Estep 
Score: -5066426.000000 Penalty: 5298.299316
	Iteration 5F: 3 clusters Score -5066426 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 31295 members 
Entering Unmasked Estep 
Score: -5068739.000000 Penalty: 5298.299316
	Iteration 6F: 3 clusters Score -5068739 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 33418 members 
Entering Unmasked Estep 
Score: -5070706.500000 Penalty: 5298.299316
	Iteration 7F: 3 clusters Score -5070706 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 35182 members 
Entering Unmasked Estep 
Score: -5072067.500000 Penalty: 5298.299316
	Iteration 8F: 3 clusters Score -5072068 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 36605 members 
Entering Unmasked Estep 
Score: -5072947.500000 Penalty: 5298.299316
	Iteration 9Q: 3 clusters Score -5072948 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 37731 members 
Entering Unmasked Estep 
Score: -5073572.500000 Penalty: 5298.299316
	Iteration 10Q: 3 clusters Score -5073572 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 38668 members 
Entering Unmasked Estep 
Score: -5074082.000000 Penalty: 5298.299316
	Iteration 11Q: 3 clusters Score -5074082 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 39463 members 
Entering Unmasked Estep 
Score: -5074492.000000 Penalty: 5298.299316
	Iteration 12Q: 3 clusters Score -5074492 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 40095 members 
Entering Unmasked Estep 
Score: -5074812.500000 Penalty: 5298.299316
	Iteration 13Q: 3 clusters Score -5074812 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 40618 members 
Entering Unmasked Estep 
Score: -5075092.500000 Penalty: 5298.299316
	Iteration 14Q: 3 clusters Score -5075092 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 41067 members 
Entering Unmasked Estep 
Score: -5075351.500000 Penalty: 5298.299316
	Iteration 15Q: 3 clusters Score -5075352 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 41433 members 
Entering Unmasked Estep 
Score: -5075552.000000 Penalty: 5298.299316
	Iteration 16Q: 3 clusters Score -5075552 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 41729 members 
Entering Unmasked Estep 
Score: -5075786.000000 Penalty: 5298.299316
	Iteration 17Q: 3 clusters Score -5075786 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 41943 members 
Entering Unmasked Estep 
Score: -5075963.000000 Penalty: 5298.299316
	Iteration 18Q: 3 clusters Score -5075963 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 42104 members 
Entering Unmasked Estep 
Score: -5076153.500000 Penalty: 5298.299316
	Iteration 19Q: 3 clusters Score -5076154 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 42227 members 
Entering Unmasked Estep 
Score: -5076310.500000 Penalty: 5298.299316
	Iteration 20F: 3 clusters Score -5076310 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 42294 members 
Entering Unmasked Estep 
Score: -5076478.000000 Penalty: 5298.299316
	Iteration 21Q: 3 clusters Score -5076478 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 42335 members 
Entering Unmasked Estep 
Score: -5076592.500000 Penalty: 5298.299316
	Iteration 22Q: 3 clusters Score -5076592 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 42346 members 
Entering Unmasked Estep 
Score: -5076659.500000 Penalty: 5298.299316
	Iteration 23Q: 3 clusters Score -5076660 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 42354 members 
Entering Unmasked Estep 
Score: -5076725.000000 Penalty: 5298.299316
	Iteration 24Q: 3 clusters Score -5076725 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 42339 members 
Entering Unmasked Estep 
Score: -5076750.500000 Penalty: 5298.299316
	Iteration 25Q: 3 clusters Score -5076750 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 42341 members 
Entering Unmasked Estep 
Score: -5076778.000000 Penalty: 5298.299316
	Iteration 26Q: 3 clusters Score -5076778 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 42338 members 
Entering Unmasked Estep 
Score: -5076805.000000 Penalty: 5298.299316
	Iteration 27Q: 3 clusters Score -5076805 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 42335 members 
Entering Unmasked Estep 
Score: -5076822.000000 Penalty: 5298.299316
	Iteration 28Q: 3 clusters Score -5076822 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 42331 members 
Entering Unmasked Estep 
Score: -5076834.500000 Penalty: 5298.299316
	Iteration 29Q: 3 clusters Score -5076834 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 42332 members 
Entering Unmasked Estep 
Score: -5076846.500000 Penalty: 5298.299316
	Iteration 30Q: 3 clusters Score -5076846 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 42331 members 
Entering Unmasked Estep 
Score: -5076843.000000 Penalty: 5298.299316
	Iteration 31Q: 3 clusters Score -5076843 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 42330 members 
Entering Unmasked Estep 
Score: -5076844.000000 Penalty: 5298.299316
	Iteration 32Q: 3 clusters Score -5076844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 42330 members 
Entering Unmasked Estep 
Score: -5076847.500000 Penalty: 5298.299316
	Iteration 33Q: 3 clusters Score -5076848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 42332 members 
Entering Unmasked Estep 
Score: -5076848.500000 Penalty: 5298.299316
	Iteration 34Q: 3 clusters Score -5076848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 42332 members 
Entering Unmasked Estep 
Score: -5076854.500000 Penalty: 5298.299316
	Iteration 35Q: 3 clusters Score -5076854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 42333 members 
Entering Unmasked Estep 
Score: -5076853.000000 Penalty: 5298.299316
	Iteration 36Q: 3 clusters Score -5076853 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 42332 members 
Entering Unmasked Estep 
Score: -5076851.000000 Penalty: 5298.299316
	Iteration 37Q: 3 clusters Score -5076851 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 42331 members 
Entering Unmasked Estep 
Score: -5076850.500000 Penalty: 5298.299316
	Iteration 38Q: 3 clusters Score -5076850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 42329 members 
Entering Unmasked Estep 
Score: -5076854.000000 Penalty: 5298.299316
	Iteration 39Q: 3 clusters Score -5076854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 42327 members 
Entering Unmasked Estep 
Score: -5076853.000000 Penalty: 5298.299316
	Iteration 40F: 3 clusters Score -5076853 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 42328 members 
Entering Unmasked Estep 
Score: -5076853.500000 Penalty: 5298.299316
	Iteration 41Q: 3 clusters Score -5076854 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 42328 members 
Entering Unmasked Estep 
Score: -5076853.500000 Penalty: 5298.299316
	Iteration 42F: 3 clusters Score -5076854 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (236147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236147 members 
Entering Unmasked Estep 
Score: -27896516.000000 Penalty: 3068.307861
	Iteration 0F: 2 clusters Score -2.789652e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117605 members 
Mstep: Class 2 contains 118542 members 
Entering Unmasked Estep 
Score: -27745660.000000 Penalty: 6136.615723
	Iteration 0F: 3 clusters Score -2.774566e+07 nChanged 114248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109121 members 
Mstep: Class 2 contains 127026 members 
Entering Unmasked Estep 
Score: -27813964.000000 Penalty: 6136.615723
	Iteration 1F: 3 clusters Score -2.781396e+07 nChanged 7651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103342 members 
Mstep: Class 2 contains 132805 members 
Entering Unmasked Estep 
Score: -27815856.000000 Penalty: 6136.615723
	Iteration 2Q: 3 clusters Score -2.781586e+07 nChanged 10522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94000 members 
Mstep: Class 2 contains 142147 members 
Entering Unmasked Estep 
Score: -27820232.000000 Penalty: 6136.615723
	Iteration 3Q: 3 clusters Score -2.782023e+07 nChanged 15238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79600 members 
Mstep: Class 2 contains 156547 members 
Entering Unmasked Estep 
Score: -27829216.000000 Penalty: 6136.615723
	Iteration 4F: 3 clusters Score -2.782922e+07 nChanged 20651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59485 members 
Mstep: Class 2 contains 176662 members 
Entering Unmasked Estep 
Score: -27844350.000000 Penalty: 6136.615723
	Iteration 5F: 3 clusters Score -2.784435e+07 nChanged 23020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36743 members 
Mstep: Class 2 contains 199404 members 
Entering Unmasked Estep 
Score: -27863182.000000 Penalty: 6136.615723
	Iteration 6F: 3 clusters Score -2.786318e+07 nChanged 18182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18653 members 
Mstep: Class 2 contains 217494 members 
Entering Unmasked Estep 
Score: -27878918.000000 Penalty: 6136.615723
	Iteration 7F: 3 clusters Score -2.787892e+07 nChanged 10239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 227721 members 
Entering Unmasked Estep 
Score: -27887932.000000 Penalty: 6136.615723
	Iteration 8Q: 3 clusters Score -2.788793e+07 nChanged 4210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 231911 members 
Entering Unmasked Estep 
Score: -27891810.000000 Penalty: 6136.615723
	Iteration 9Q: 3 clusters Score -2.789181e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 233219 members 
Entering Unmasked Estep 
Score: -27893466.000000 Penalty: 6136.615723
	Iteration 10Q: 3 clusters Score -2.789347e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 233592 members 
Entering Unmasked Estep 
Score: -27894256.000000 Penalty: 6136.615723
	Iteration 11Q: 3 clusters Score -2.789426e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 233702 members 
Entering Unmasked Estep 
Score: -27894642.000000 Penalty: 6136.615723
	Iteration 12Q: 3 clusters Score -2.789464e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 233761 members 
Entering Unmasked Estep 
Score: -27894720.000000 Penalty: 6136.615723
	Iteration 13Q: 3 clusters Score -2.789472e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 233835 members 
Entering Unmasked Estep 
Score: -27894830.000000 Penalty: 6136.615723
	Iteration 14Q: 3 clusters Score -2.789483e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 233890 members 
Entering Unmasked Estep 
Score: -27894842.000000 Penalty: 6136.615723
	Iteration 15Q: 3 clusters Score -2.789484e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 233926 members 
Entering Unmasked Estep 
Score: -27894840.000000 Penalty: 6136.615723
	Iteration 16Q: 3 clusters Score -2.789484e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 233951 members 
Entering Unmasked Estep 
Score: -27894852.000000 Penalty: 6136.615723
	Iteration 17Q: 3 clusters Score -2.789485e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 233976 members 
Entering Unmasked Estep 
Score: -27894852.000000 Penalty: 6136.615723
	Iteration 18Q: 3 clusters Score -2.789485e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 233994 members 
Entering Unmasked Estep 
Score: -27894892.000000 Penalty: 6136.615723
	Iteration 19Q: 3 clusters Score -2.789489e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 234009 members 
Entering Unmasked Estep 
Score: -27894892.000000 Penalty: 6136.615723
	Iteration 20F: 3 clusters Score -2.789489e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 234015 members 
Entering Unmasked Estep 
Score: -27894886.000000 Penalty: 6136.615723
	Iteration 21Q: 3 clusters Score -2.789489e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 234021 members 
Entering Unmasked Estep 
Score: -27894896.000000 Penalty: 6136.615723
	Iteration 22Q: 3 clusters Score -2.78949e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 234026 members 
Entering Unmasked Estep 
Score: -27894896.000000 Penalty: 6136.615723
	Iteration 23Q: 3 clusters Score -2.78949e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 234026 members 
Entering Unmasked Estep 
Score: -27894904.000000 Penalty: 6136.615723
	Iteration 24Q: 3 clusters Score -2.78949e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 234028 members 
Entering Unmasked Estep 
Score: -27894908.000000 Penalty: 6136.615723
	Iteration 25Q: 3 clusters Score -2.789491e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 234028 members 
Entering Unmasked Estep 
Score: -27894910.000000 Penalty: 6136.615723
	Iteration 26Q: 3 clusters Score -2.789491e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 234030 members 
Entering Unmasked Estep 
Score: -27894922.000000 Penalty: 6136.615723
	Iteration 27Q: 3 clusters Score -2.789492e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 234031 members 
Entering Unmasked Estep 
Score: -27894908.000000 Penalty: 6136.615723
	Iteration 28Q: 3 clusters Score -2.789491e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 234032 members 
Entering Unmasked Estep 
Score: -27894902.000000 Penalty: 6136.615723
	Iteration 29Q: 3 clusters Score -2.78949e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 234034 members 
Entering Unmasked Estep 
Score: -27894892.000000 Penalty: 6136.615723
	Iteration 30Q: 3 clusters Score -2.789489e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 234034 members 
Entering Unmasked Estep 
Score: -27894898.000000 Penalty: 6136.615723
	Iteration 31Q: 3 clusters Score -2.78949e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 234036 members 
Entering Unmasked Estep 
Score: -27894892.000000 Penalty: 6136.615723
	Iteration 32Q: 3 clusters Score -2.789489e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 234035 members 
Entering Unmasked Estep 
Score: -27894900.000000 Penalty: 6136.615723
	Iteration 33Q: 3 clusters Score -2.78949e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 234036 members 
Entering Unmasked Estep 
Score: -27894894.000000 Penalty: 6136.615723
	Iteration 34Q: 3 clusters Score -2.789489e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 234037 members 
Entering Unmasked Estep 
Score: -27894902.000000 Penalty: 6136.615723
	Iteration 35Q: 3 clusters Score -2.78949e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 234036 members 
Entering Unmasked Estep 
Score: -27894896.000000 Penalty: 6136.615723
	Iteration 36Q: 3 clusters Score -2.78949e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 234037 members 
Entering Unmasked Estep 
Score: -27894900.000000 Penalty: 6136.615723
	Iteration 37Q: 3 clusters Score -2.78949e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 234037 members 
Entering Unmasked Estep 
Score: -27894900.000000 Penalty: 6136.615723
	Iteration 38F: 3 clusters Score -2.78949e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (17730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17730 members 
Entering Unmasked Estep 
Score: -2039289.875000 Penalty: 2426.187256
	Iteration 0F: 2 clusters Score -2039290 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -2026800.125000 Penalty: 4852.374512
	Iteration 0F: 3 clusters Score -2026800 nChanged 7672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -2031278.000000 Penalty: 4852.374512
	Iteration 1F: 3 clusters Score -2031278 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -2032168.125000 Penalty: 4852.374512
	Iteration 2F: 3 clusters Score -2032168 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -2032923.000000 Penalty: 4852.374512
	Iteration 3F: 3 clusters Score -2032923 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -2033473.375000 Penalty: 4852.374512
	Iteration 4F: 3 clusters Score -2033473 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -2033919.125000 Penalty: 4852.374512
	Iteration 5Q: 3 clusters Score -2033919 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -2034331.250000 Penalty: 4852.374512
	Iteration 6Q: 3 clusters Score -2034331 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -2034753.125000 Penalty: 4852.374512
	Iteration 7Q: 3 clusters Score -2034753 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -2035168.625000 Penalty: 4852.374512
	Iteration 8Q: 3 clusters Score -2035169 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -2035539.375000 Penalty: 4852.374512
	Iteration 9Q: 3 clusters Score -2035539 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -2035794.625000 Penalty: 4852.374512
	Iteration 10Q: 3 clusters Score -2035795 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -2035992.750000 Penalty: 4852.374512
	Iteration 11Q: 3 clusters Score -2035993 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -2036115.250000 Penalty: 4852.374512
	Iteration 12Q: 3 clusters Score -2036115 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -2036204.875000 Penalty: 4852.374512
	Iteration 13Q: 3 clusters Score -2036205 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -2036262.625000 Penalty: 4852.374512
	Iteration 14Q: 3 clusters Score -2036263 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -2036310.750000 Penalty: 4852.374512
	Iteration 15Q: 3 clusters Score -2036311 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -2036359.000000 Penalty: 4852.374512
	Iteration 16Q: 3 clusters Score -2036359 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -2036387.750000 Penalty: 4852.374512
	Iteration 17Q: 3 clusters Score -2036388 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -2036420.250000 Penalty: 4852.374512
	Iteration 18Q: 3 clusters Score -2036420 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -2036441.625000 Penalty: 4852.374512
	Iteration 19Q: 3 clusters Score -2036442 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -2036470.250000 Penalty: 4852.374512
	Iteration 20F: 3 clusters Score -2036470 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -2036498.750000 Penalty: 4852.374512
	Iteration 21Q: 3 clusters Score -2036499 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -2036540.250000 Penalty: 4852.374512
	Iteration 22Q: 3 clusters Score -2036540 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -2036571.000000 Penalty: 4852.374512
	Iteration 23Q: 3 clusters Score -2036571 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 12310 members 
Entering Unmasked Estep 
Score: -2036594.250000 Penalty: 4852.374512
	Iteration 24Q: 3 clusters Score -2036594 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -2036635.250000 Penalty: 4852.374512
	Iteration 25Q: 3 clusters Score -2036635 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -2036686.125000 Penalty: 4852.374512
	Iteration 26Q: 3 clusters Score -2036686 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 12710 members 
Entering Unmasked Estep 
Score: -2036716.875000 Penalty: 4852.374512
	Iteration 27Q: 3 clusters Score -2036717 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 12838 members 
Entering Unmasked Estep 
Score: -2036751.625000 Penalty: 4852.374512
	Iteration 28Q: 3 clusters Score -2036752 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 12969 members 
Entering Unmasked Estep 
Score: -2036785.250000 Penalty: 4852.374512
	Iteration 29Q: 3 clusters Score -2036785 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 13108 members 
Entering Unmasked Estep 
Score: -2036825.500000 Penalty: 4852.374512
	Iteration 30Q: 3 clusters Score -2036826 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 13269 members 
Entering Unmasked Estep 
Score: -2036874.750000 Penalty: 4852.374512
	Iteration 31Q: 3 clusters Score -2036875 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 13452 members 
Entering Unmasked Estep 
Score: -2036939.250000 Penalty: 4852.374512
	Iteration 32Q: 3 clusters Score -2036939 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 13651 members 
Entering Unmasked Estep 
Score: -2037011.625000 Penalty: 4852.374512
	Iteration 33Q: 3 clusters Score -2037012 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 13840 members 
Entering Unmasked Estep 
Score: -2037088.500000 Penalty: 4852.374512
	Iteration 34Q: 3 clusters Score -2037088 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 14053 members 
Entering Unmasked Estep 
Score: -2037184.125000 Penalty: 4852.374512
	Iteration 35Q: 3 clusters Score -2037184 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 14281 members 
Entering Unmasked Estep 
Score: -2037287.875000 Penalty: 4852.374512
	Iteration 36Q: 3 clusters Score -2037288 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 14499 members 
Entering Unmasked Estep 
Score: -2037402.875000 Penalty: 4852.374512
	Iteration 37Q: 3 clusters Score -2037403 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 14737 members 
Entering Unmasked Estep 
Score: -2037519.875000 Penalty: 4852.374512
	Iteration 38Q: 3 clusters Score -2037520 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 14953 members 
Entering Unmasked Estep 
Score: -2037639.875000 Penalty: 4852.374512
	Iteration 39Q: 3 clusters Score -2037640 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 15164 members 
Entering Unmasked Estep 
Score: -2037753.125000 Penalty: 4852.374512
	Iteration 40F: 3 clusters Score -2037753 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 15358 members 
Entering Unmasked Estep 
Score: -2037865.500000 Penalty: 4852.374512
	Iteration 41Q: 3 clusters Score -2037866 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 15544 members 
Entering Unmasked Estep 
Score: -2037967.000000 Penalty: 4852.374512
	Iteration 42Q: 3 clusters Score -2037967 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 15716 members 
Entering Unmasked Estep 
Score: -2038071.625000 Penalty: 4852.374512
	Iteration 43Q: 3 clusters Score -2038072 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 15869 members 
Entering Unmasked Estep 
Score: -2038174.125000 Penalty: 4852.374512
	Iteration 44Q: 3 clusters Score -2038174 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 16005 members 
Entering Unmasked Estep 
Score: -2038275.375000 Penalty: 4852.374512
	Iteration 45Q: 3 clusters Score -2038275 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 16125 members 
Entering Unmasked Estep 
Score: -2038360.625000 Penalty: 4852.374512
	Iteration 46Q: 3 clusters Score -2038361 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 16229 members 
Entering Unmasked Estep 
Score: -2038442.375000 Penalty: 4852.374512
	Iteration 47Q: 3 clusters Score -2038442 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 16330 members 
Entering Unmasked Estep 
Score: -2038521.625000 Penalty: 4852.374512
	Iteration 48Q: 3 clusters Score -2038522 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 16401 members 
Entering Unmasked Estep 
Score: -2038576.500000 Penalty: 4852.374512
	Iteration 49Q: 3 clusters Score -2038576 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 16455 members 
Entering Unmasked Estep 
Score: -2038614.125000 Penalty: 4852.374512
	Iteration 50Q: 3 clusters Score -2038614 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 16485 members 
Entering Unmasked Estep 
Score: -2038629.250000 Penalty: 4852.374512
	Iteration 51Q: 3 clusters Score -2038629 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 16511 members 
Entering Unmasked Estep 
Score: -2038643.500000 Penalty: 4852.374512
	Iteration 52Q: 3 clusters Score -2038644 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 16532 members 
Entering Unmasked Estep 
Score: -2038654.500000 Penalty: 4852.374512
	Iteration 53Q: 3 clusters Score -2038654 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 16551 members 
Entering Unmasked Estep 
Score: -2038657.125000 Penalty: 4852.374512
	Iteration 54Q: 3 clusters Score -2038657 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 16565 members 
Entering Unmasked Estep 
Score: -2038667.375000 Penalty: 4852.374512
	Iteration 55Q: 3 clusters Score -2038667 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 16578 members 
Entering Unmasked Estep 
Score: -2038669.250000 Penalty: 4852.374512
	Iteration 56Q: 3 clusters Score -2038669 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 16593 members 
Entering Unmasked Estep 
Score: -2038679.250000 Penalty: 4852.374512
	Iteration 57Q: 3 clusters Score -2038679 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 16599 members 
Entering Unmasked Estep 
Score: -2038683.750000 Penalty: 4852.374512
	Iteration 58Q: 3 clusters Score -2038684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 16604 members 
Entering Unmasked Estep 
Score: -2038684.625000 Penalty: 4852.374512
	Iteration 59Q: 3 clusters Score -2038685 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 16606 members 
Entering Unmasked Estep 
Score: -2038685.500000 Penalty: 4852.374512
	Iteration 60F: 3 clusters Score -2038686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 16608 members 
Entering Unmasked Estep 
Score: -2038683.750000 Penalty: 4852.374512
	Iteration 61Q: 3 clusters Score -2038684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 16610 members 
Entering Unmasked Estep 
Score: -2038685.000000 Penalty: 4852.374512
	Iteration 62Q: 3 clusters Score -2038685 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 16612 members 
Entering Unmasked Estep 
Score: -2038686.125000 Penalty: 4852.374512
	Iteration 63Q: 3 clusters Score -2038686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 16614 members 
Entering Unmasked Estep 
Score: -2038686.875000 Penalty: 4852.374512
	Iteration 64Q: 3 clusters Score -2038687 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 16614 members 
Entering Unmasked Estep 
Score: -2038686.875000 Penalty: 4852.374512
	Iteration 65F: 3 clusters Score -2038687 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Entering Unmasked Estep 
Score: -22259.666016 Penalty: 1346.477661
	Iteration 0F: 2 clusters Score -22259.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -21039.039062 Penalty: 2692.955322
	Iteration 0F: 3 clusters Score -21039.04 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -21122.232422 Penalty: 2692.955322
	Iteration 1F: 3 clusters Score -21122.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -21143.595703 Penalty: 2692.955322
	Iteration 2Q: 3 clusters Score -21143.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -21159.587891 Penalty: 2692.955322
	Iteration 3Q: 3 clusters Score -21159.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -21179.843750 Penalty: 2692.955322
	Iteration 4Q: 3 clusters Score -21179.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -21188.953125 Penalty: 2692.955322
	Iteration 5Q: 3 clusters Score -21188.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -21188.953125 Penalty: 2692.955322
	Iteration 6F: 3 clusters Score -21188.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Entering Unmasked Estep 
Score: -204124.390625 Penalty: 1858.894409
	Iteration 0F: 2 clusters Score -204124.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -201635.296875 Penalty: 3717.788818
	Iteration 0F: 3 clusters Score -201635.3 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -202046.500000 Penalty: 3717.788818
	Iteration 1F: 3 clusters Score -202046.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -202158.375000 Penalty: 3717.788818
	Iteration 2F: 3 clusters Score -202158.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -202230.484375 Penalty: 3717.788818
	Iteration 3Q: 3 clusters Score -202230.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -202266.062500 Penalty: 3717.788818
	Iteration 4Q: 3 clusters Score -202266.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -202297.062500 Penalty: 3717.788818
	Iteration 5Q: 3 clusters Score -202297.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -202320.859375 Penalty: 3717.788818
	Iteration 6Q: 3 clusters Score -202320.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -202344.453125 Penalty: 3717.788818
	Iteration 7Q: 3 clusters Score -202344.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -202364.921875 Penalty: 3717.788818
	Iteration 8Q: 3 clusters Score -202364.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -202384.781250 Penalty: 3717.788818
	Iteration 9Q: 3 clusters Score -202384.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -202406.781250 Penalty: 3717.788818
	Iteration 10Q: 3 clusters Score -202406.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -202423.734375 Penalty: 3717.788818
	Iteration 11Q: 3 clusters Score -202423.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -202439.203125 Penalty: 3717.788818
	Iteration 12Q: 3 clusters Score -202439.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -202453.078125 Penalty: 3717.788818
	Iteration 13Q: 3 clusters Score -202453.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -202462.125000 Penalty: 3717.788818
	Iteration 14Q: 3 clusters Score -202462.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -202469.000000 Penalty: 3717.788818
	Iteration 15Q: 3 clusters Score -202469 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -202475.250000 Penalty: 3717.788818
	Iteration 16Q: 3 clusters Score -202475.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -202481.343750 Penalty: 3717.788818
	Iteration 17Q: 3 clusters Score -202481.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -202486.078125 Penalty: 3717.788818
	Iteration 18Q: 3 clusters Score -202486.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -202495.484375 Penalty: 3717.788818
	Iteration 19Q: 3 clusters Score -202495.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -202505.078125 Penalty: 3717.788818
	Iteration 20F: 3 clusters Score -202505.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -202515.000000 Penalty: 3717.788818
	Iteration 21Q: 3 clusters Score -202515 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -202530.156250 Penalty: 3717.788818
	Iteration 22Q: 3 clusters Score -202530.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -202543.875000 Penalty: 3717.788818
	Iteration 23Q: 3 clusters Score -202543.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -202555.140625 Penalty: 3717.788818
	Iteration 24Q: 3 clusters Score -202555.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -202568.234375 Penalty: 3717.788818
	Iteration 25Q: 3 clusters Score -202568.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -202581.671875 Penalty: 3717.788818
	Iteration 26Q: 3 clusters Score -202581.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -202593.703125 Penalty: 3717.788818
	Iteration 27Q: 3 clusters Score -202593.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -202602.687500 Penalty: 3717.788818
	Iteration 28Q: 3 clusters Score -202602.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -202611.484375 Penalty: 3717.788818
	Iteration 29Q: 3 clusters Score -202611.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -202622.000000 Penalty: 3717.788818
	Iteration 30Q: 3 clusters Score -202622 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -202635.718750 Penalty: 3717.788818
	Iteration 31Q: 3 clusters Score -202635.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -202647.156250 Penalty: 3717.788818
	Iteration 32Q: 3 clusters Score -202647.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -202654.296875 Penalty: 3717.788818
	Iteration 33Q: 3 clusters Score -202654.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -202662.031250 Penalty: 3717.788818
	Iteration 34Q: 3 clusters Score -202662 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -202668.609375 Penalty: 3717.788818
	Iteration 35Q: 3 clusters Score -202668.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -202673.750000 Penalty: 3717.788818
	Iteration 36Q: 3 clusters Score -202673.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -202677.781250 Penalty: 3717.788818
	Iteration 37Q: 3 clusters Score -202677.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -202683.765625 Penalty: 3717.788818
	Iteration 38Q: 3 clusters Score -202683.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -202685.062500 Penalty: 3717.788818
	Iteration 39Q: 3 clusters Score -202685.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -202687.656250 Penalty: 3717.788818
	Iteration 40F: 3 clusters Score -202687.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -202688.812500 Penalty: 3717.788818
	Iteration 41Q: 3 clusters Score -202688.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -202690.828125 Penalty: 3717.788818
	Iteration 42Q: 3 clusters Score -202690.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -202690.828125 Penalty: 3717.788818
	Iteration 43F: 3 clusters Score -202690.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (120247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120247 members 
Entering Unmasked Estep 
Score: -14287853.000000 Penalty: 2900.931152
	Iteration 0F: 2 clusters Score -1.428785e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60061 members 
Mstep: Class 2 contains 60186 members 
Entering Unmasked Estep 
Score: -14207540.000000 Penalty: 5801.862305
	Iteration 0F: 3 clusters Score -1.420754e+07 nChanged 57453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58538 members 
Mstep: Class 2 contains 61709 members 
Entering Unmasked Estep 
Score: -14240221.000000 Penalty: 5801.862305
	Iteration 1F: 3 clusters Score -1.424022e+07 nChanged 3697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57535 members 
Mstep: Class 2 contains 62712 members 
Entering Unmasked Estep 
Score: -14241126.000000 Penalty: 5801.862305
	Iteration 2Q: 3 clusters Score -1.424113e+07 nChanged 4077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55884 members 
Mstep: Class 2 contains 64363 members 
Entering Unmasked Estep 
Score: -14242254.000000 Penalty: 5801.862305
	Iteration 3Q: 3 clusters Score -1.424225e+07 nChanged 4716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53240 members 
Mstep: Class 2 contains 67007 members 
Entering Unmasked Estep 
Score: -14243837.000000 Penalty: 5801.862305
	Iteration 4Q: 3 clusters Score -1.424384e+07 nChanged 6119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49227 members 
Mstep: Class 2 contains 71020 members 
Entering Unmasked Estep 
Score: -14246836.000000 Penalty: 5801.862305
	Iteration 5F: 3 clusters Score -1.424684e+07 nChanged 7566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43815 members 
Mstep: Class 2 contains 76432 members 
Entering Unmasked Estep 
Score: -14251403.000000 Penalty: 5801.862305
	Iteration 6F: 3 clusters Score -1.42514e+07 nChanged 8846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37399 members 
Mstep: Class 2 contains 82848 members 
Entering Unmasked Estep 
Score: -14257814.000000 Penalty: 5801.862305
	Iteration 7F: 3 clusters Score -1.425781e+07 nChanged 9143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30686 members 
Mstep: Class 2 contains 89561 members 
Entering Unmasked Estep 
Score: -14264511.000000 Penalty: 5801.862305
	Iteration 8F: 3 clusters Score -1.426451e+07 nChanged 7857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24657 members 
Mstep: Class 2 contains 95590 members 
Entering Unmasked Estep 
Score: -14270435.000000 Penalty: 5801.862305
	Iteration 9F: 3 clusters Score -1.427044e+07 nChanged 5935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19758 members 
Mstep: Class 2 contains 100489 members 
Entering Unmasked Estep 
Score: -14275414.000000 Penalty: 5801.862305
	Iteration 10Q: 3 clusters Score -1.427541e+07 nChanged 4023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16277 members 
Mstep: Class 2 contains 103970 members 
Entering Unmasked Estep 
Score: -14279062.000000 Penalty: 5801.862305
	Iteration 11Q: 3 clusters Score -1.427906e+07 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13893 members 
Mstep: Class 2 contains 106354 members 
Entering Unmasked Estep 
Score: -14281583.000000 Penalty: 5801.862305
	Iteration 12Q: 3 clusters Score -1.428158e+07 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 107989 members 
Entering Unmasked Estep 
Score: -14283087.000000 Penalty: 5801.862305
	Iteration 13Q: 3 clusters Score -1.428309e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 109226 members 
Entering Unmasked Estep 
Score: -14283861.000000 Penalty: 5801.862305
	Iteration 14Q: 3 clusters Score -1.428386e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 110249 members 
Entering Unmasked Estep 
Score: -14284427.000000 Penalty: 5801.862305
	Iteration 15Q: 3 clusters Score -1.428443e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 111088 members 
Entering Unmasked Estep 
Score: -14284763.000000 Penalty: 5801.862305
	Iteration 16Q: 3 clusters Score -1.428476e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 111813 members 
Entering Unmasked Estep 
Score: -14285202.000000 Penalty: 5801.862305
	Iteration 17Q: 3 clusters Score -1.42852e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 112434 members 
Entering Unmasked Estep 
Score: -14285503.000000 Penalty: 5801.862305
	Iteration 18Q: 3 clusters Score -1.42855e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 112929 members 
Entering Unmasked Estep 
Score: -14285722.000000 Penalty: 5801.862305
	Iteration 19Q: 3 clusters Score -1.428572e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 113335 members 
Entering Unmasked Estep 
Score: -14285911.000000 Penalty: 5801.862305
	Iteration 20F: 3 clusters Score -1.428591e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 113673 members 
Entering Unmasked Estep 
Score: -14286023.000000 Penalty: 5801.862305
	Iteration 21Q: 3 clusters Score -1.428602e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 113952 members 
Entering Unmasked Estep 
Score: -14286145.000000 Penalty: 5801.862305
	Iteration 22Q: 3 clusters Score -1.428614e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 114181 members 
Entering Unmasked Estep 
Score: -14286240.000000 Penalty: 5801.862305
	Iteration 23Q: 3 clusters Score -1.428624e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 114369 members 
Entering Unmasked Estep 
Score: -14286297.000000 Penalty: 5801.862305
	Iteration 24Q: 3 clusters Score -1.42863e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 114553 members 
Entering Unmasked Estep 
Score: -14286333.000000 Penalty: 5801.862305
	Iteration 25Q: 3 clusters Score -1.428633e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 114709 members 
Entering Unmasked Estep 
Score: -14286376.000000 Penalty: 5801.862305
	Iteration 26Q: 3 clusters Score -1.428638e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 114866 members 
Entering Unmasked Estep 
Score: -14286426.000000 Penalty: 5801.862305
	Iteration 27Q: 3 clusters Score -1.428643e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 114997 members 
Entering Unmasked Estep 
Score: -14286454.000000 Penalty: 5801.862305
	Iteration 28Q: 3 clusters Score -1.428645e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 115092 members 
Entering Unmasked Estep 
Score: -14286482.000000 Penalty: 5801.862305
	Iteration 29Q: 3 clusters Score -1.428648e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 115169 members 
Entering Unmasked Estep 
Score: -14286501.000000 Penalty: 5801.862305
	Iteration 30Q: 3 clusters Score -1.42865e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 115237 members 
Entering Unmasked Estep 
Score: -14286504.000000 Penalty: 5801.862305
	Iteration 31Q: 3 clusters Score -1.42865e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 115290 members 
Entering Unmasked Estep 
Score: -14286521.000000 Penalty: 5801.862305
	Iteration 32Q: 3 clusters Score -1.428652e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 115340 members 
Entering Unmasked Estep 
Score: -14286525.000000 Penalty: 5801.862305
	Iteration 33Q: 3 clusters Score -1.428652e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 115387 members 
Entering Unmasked Estep 
Score: -14286527.000000 Penalty: 5801.862305
	Iteration 34Q: 3 clusters Score -1.428653e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 115428 members 
Entering Unmasked Estep 
Score: -14286524.000000 Penalty: 5801.862305
	Iteration 35Q: 3 clusters Score -1.428652e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 115453 members 
Entering Unmasked Estep 
Score: -14286532.000000 Penalty: 5801.862305
	Iteration 36Q: 3 clusters Score -1.428653e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 115475 members 
Entering Unmasked Estep 
Score: -14286517.000000 Penalty: 5801.862305
	Iteration 37Q: 3 clusters Score -1.428652e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 115495 members 
Entering Unmasked Estep 
Score: -14286508.000000 Penalty: 5801.862305
	Iteration 38Q: 3 clusters Score -1.428651e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 115516 members 
Entering Unmasked Estep 
Score: -14286520.000000 Penalty: 5801.862305
	Iteration 39Q: 3 clusters Score -1.428652e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 115545 members 
Entering Unmasked Estep 
Score: -14286523.000000 Penalty: 5801.862305
	Iteration 40F: 3 clusters Score -1.428652e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 115574 members 
Entering Unmasked Estep 
Score: -14286541.000000 Penalty: 5801.862305
	Iteration 41Q: 3 clusters Score -1.428654e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 115604 members 
Entering Unmasked Estep 
Score: -14286551.000000 Penalty: 5801.862305
	Iteration 42Q: 3 clusters Score -1.428655e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 115631 members 
Entering Unmasked Estep 
Score: -14286568.000000 Penalty: 5801.862305
	Iteration 43Q: 3 clusters Score -1.428657e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 115657 members 
Entering Unmasked Estep 
Score: -14286578.000000 Penalty: 5801.862305
	Iteration 44Q: 3 clusters Score -1.428658e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 115673 members 
Entering Unmasked Estep 
Score: -14286559.000000 Penalty: 5801.862305
	Iteration 45Q: 3 clusters Score -1.428656e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 115690 members 
Entering Unmasked Estep 
Score: -14286564.000000 Penalty: 5801.862305
	Iteration 46Q: 3 clusters Score -1.428656e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 115706 members 
Entering Unmasked Estep 
Score: -14286569.000000 Penalty: 5801.862305
	Iteration 47Q: 3 clusters Score -1.428657e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 115717 members 
Entering Unmasked Estep 
Score: -14286569.000000 Penalty: 5801.862305
	Iteration 48Q: 3 clusters Score -1.428657e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 115731 members 
Entering Unmasked Estep 
Score: -14286571.000000 Penalty: 5801.862305
	Iteration 49Q: 3 clusters Score -1.428657e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 115744 members 
Entering Unmasked Estep 
Score: -14286582.000000 Penalty: 5801.862305
	Iteration 50Q: 3 clusters Score -1.428658e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 115755 members 
Entering Unmasked Estep 
Score: -14286590.000000 Penalty: 5801.862305
	Iteration 51Q: 3 clusters Score -1.428659e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 115768 members 
Entering Unmasked Estep 
Score: -14286585.000000 Penalty: 5801.862305
	Iteration 52Q: 3 clusters Score -1.428658e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 115783 members 
Entering Unmasked Estep 
Score: -14286586.000000 Penalty: 5801.862305
	Iteration 53Q: 3 clusters Score -1.428659e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 115794 members 
Entering Unmasked Estep 
Score: -14286595.000000 Penalty: 5801.862305
	Iteration 54Q: 3 clusters Score -1.42866e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 115803 members 
Entering Unmasked Estep 
Score: -14286600.000000 Penalty: 5801.862305
	Iteration 55Q: 3 clusters Score -1.42866e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 115816 members 
Entering Unmasked Estep 
Score: -14286614.000000 Penalty: 5801.862305
	Iteration 56Q: 3 clusters Score -1.428661e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 115824 members 
Entering Unmasked Estep 
Score: -14286596.000000 Penalty: 5801.862305
	Iteration 57Q: 3 clusters Score -1.42866e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 115833 members 
Entering Unmasked Estep 
Score: -14286607.000000 Penalty: 5801.862305
	Iteration 58Q: 3 clusters Score -1.428661e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 115848 members 
Entering Unmasked Estep 
Score: -14286602.000000 Penalty: 5801.862305
	Iteration 59Q: 3 clusters Score -1.42866e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 115853 members 
Entering Unmasked Estep 
Score: -14286587.000000 Penalty: 5801.862305
	Iteration 60F: 3 clusters Score -1.428659e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 115854 members 
Entering Unmasked Estep 
Score: -14286591.000000 Penalty: 5801.862305
	Iteration 61Q: 3 clusters Score -1.428659e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 115854 members 
Entering Unmasked Estep 
Score: -14286591.000000 Penalty: 5801.862305
	Iteration 62F: 3 clusters Score -1.428659e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (35778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35778 members 
Entering Unmasked Estep 
Score: -3937385.750000 Penalty: 2600.302002
	Iteration 0F: 2 clusters Score -3937386 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17748 members 
Mstep: Class 2 contains 18030 members 
Entering Unmasked Estep 
Score: -3912994.000000 Penalty: 5200.604004
	Iteration 0F: 3 clusters Score -3912994 nChanged 16380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16626 members 
Mstep: Class 2 contains 19152 members 
Entering Unmasked Estep 
Score: -3922082.500000 Penalty: 5200.604004
	Iteration 1F: 3 clusters Score -3922082 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15992 members 
Mstep: Class 2 contains 19786 members 
Entering Unmasked Estep 
Score: -3922796.250000 Penalty: 5200.604004
	Iteration 2F: 3 clusters Score -3922796 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15129 members 
Mstep: Class 2 contains 20649 members 
Entering Unmasked Estep 
Score: -3923594.250000 Penalty: 5200.604004
	Iteration 3F: 3 clusters Score -3923594 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 21803 members 
Entering Unmasked Estep 
Score: -3924553.000000 Penalty: 5200.604004
	Iteration 4F: 3 clusters Score -3924553 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 23293 members 
Entering Unmasked Estep 
Score: -3925716.500000 Penalty: 5200.604004
	Iteration 5F: 3 clusters Score -3925716 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 25105 members 
Entering Unmasked Estep 
Score: -3927129.250000 Penalty: 5200.604004
	Iteration 6F: 3 clusters Score -3927129 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 27072 members 
Entering Unmasked Estep 
Score: -3928777.250000 Penalty: 5200.604004
	Iteration 7F: 3 clusters Score -3928777 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 29127 members 
Entering Unmasked Estep 
Score: -3930578.250000 Penalty: 5200.604004
	Iteration 8F: 3 clusters Score -3930578 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 30862 members 
Entering Unmasked Estep 
Score: -3932161.500000 Penalty: 5200.604004
	Iteration 9F: 3 clusters Score -3932162 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 32146 members 
Entering Unmasked Estep 
Score: -3933351.500000 Penalty: 5200.604004
	Iteration 10Q: 3 clusters Score -3933352 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 32932 members 
Entering Unmasked Estep 
Score: -3934080.000000 Penalty: 5200.604004
	Iteration 11Q: 3 clusters Score -3934080 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 33433 members 
Entering Unmasked Estep 
Score: -3934489.250000 Penalty: 5200.604004
	Iteration 12Q: 3 clusters Score -3934489 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 33748 members 
Entering Unmasked Estep 
Score: -3934730.000000 Penalty: 5200.604004
	Iteration 13Q: 3 clusters Score -3934730 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 33966 members 
Entering Unmasked Estep 
Score: -3934884.500000 Penalty: 5200.604004
	Iteration 14Q: 3 clusters Score -3934884 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 34141 members 
Entering Unmasked Estep 
Score: -3935034.500000 Penalty: 5200.604004
	Iteration 15Q: 3 clusters Score -3935034 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 34262 members 
Entering Unmasked Estep 
Score: -3935123.500000 Penalty: 5200.604004
	Iteration 16Q: 3 clusters Score -3935124 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 34378 members 
Entering Unmasked Estep 
Score: -3935192.000000 Penalty: 5200.604004
	Iteration 17Q: 3 clusters Score -3935192 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 34463 members 
Entering Unmasked Estep 
Score: -3935243.000000 Penalty: 5200.604004
	Iteration 18Q: 3 clusters Score -3935243 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 34530 members 
Entering Unmasked Estep 
Score: -3935300.500000 Penalty: 5200.604004
	Iteration 19Q: 3 clusters Score -3935300 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 34589 members 
Entering Unmasked Estep 
Score: -3935331.250000 Penalty: 5200.604004
	Iteration 20F: 3 clusters Score -3935331 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 34628 members 
Entering Unmasked Estep 
Score: -3935363.250000 Penalty: 5200.604004
	Iteration 21Q: 3 clusters Score -3935363 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 34658 members 
Entering Unmasked Estep 
Score: -3935384.250000 Penalty: 5200.604004
	Iteration 22Q: 3 clusters Score -3935384 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 34685 members 
Entering Unmasked Estep 
Score: -3935398.250000 Penalty: 5200.604004
	Iteration 23Q: 3 clusters Score -3935398 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 34703 members 
Entering Unmasked Estep 
Score: -3935405.250000 Penalty: 5200.604004
	Iteration 24Q: 3 clusters Score -3935405 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 34722 members 
Entering Unmasked Estep 
Score: -3935418.000000 Penalty: 5200.604004
	Iteration 25Q: 3 clusters Score -3935418 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 34738 members 
Entering Unmasked Estep 
Score: -3935426.250000 Penalty: 5200.604004
	Iteration 26Q: 3 clusters Score -3935426 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 34759 members 
Entering Unmasked Estep 
Score: -3935434.250000 Penalty: 5200.604004
	Iteration 27Q: 3 clusters Score -3935434 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 34771 members 
Entering Unmasked Estep 
Score: -3935441.500000 Penalty: 5200.604004
	Iteration 28Q: 3 clusters Score -3935442 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 34776 members 
Entering Unmasked Estep 
Score: -3935445.500000 Penalty: 5200.604004
	Iteration 29Q: 3 clusters Score -3935446 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 34782 members 
Entering Unmasked Estep 
Score: -3935450.000000 Penalty: 5200.604004
	Iteration 30Q: 3 clusters Score -3935450 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 34790 members 
Entering Unmasked Estep 
Score: -3935453.750000 Penalty: 5200.604004
	Iteration 31Q: 3 clusters Score -3935454 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 34798 members 
Entering Unmasked Estep 
Score: -3935460.250000 Penalty: 5200.604004
	Iteration 32Q: 3 clusters Score -3935460 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 34806 members 
Entering Unmasked Estep 
Score: -3935463.000000 Penalty: 5200.604004
	Iteration 33Q: 3 clusters Score -3935463 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 34811 members 
Entering Unmasked Estep 
Score: -3935462.500000 Penalty: 5200.604004
	Iteration 34Q: 3 clusters Score -3935462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 34812 members 
Entering Unmasked Estep 
Score: -3935461.250000 Penalty: 5200.604004
	Iteration 35Q: 3 clusters Score -3935461 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 34812 members 
Entering Unmasked Estep 
Score: -3935461.250000 Penalty: 5200.604004
	Iteration 36F: 3 clusters Score -3935461 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Entering Unmasked Estep 
Score: -581317.125000 Penalty: 2137.249756
	Iteration 0F: 2 clusters Score -581317.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -576458.812500 Penalty: 4274.499512
	Iteration 0F: 3 clusters Score -576458.8 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -577873.625000 Penalty: 4274.499512
	Iteration 1F: 3 clusters Score -577873.6 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -578340.937500 Penalty: 4274.499512
	Iteration 2F: 3 clusters Score -578340.9 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -578736.375000 Penalty: 4274.499512
	Iteration 3F: 3 clusters Score -578736.4 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -578977.062500 Penalty: 4274.499512
	Iteration 4F: 3 clusters Score -578977.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -579166.625000 Penalty: 4274.499512
	Iteration 5Q: 3 clusters Score -579166.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -579337.312500 Penalty: 4274.499512
	Iteration 6Q: 3 clusters Score -579337.3 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -579516.187500 Penalty: 4274.499512
	Iteration 7Q: 3 clusters Score -579516.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -579681.687500 Penalty: 4274.499512
	Iteration 8Q: 3 clusters Score -579681.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -579865.250000 Penalty: 4274.499512
	Iteration 9Q: 3 clusters Score -579865.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -580053.250000 Penalty: 4274.499512
	Iteration 10Q: 3 clusters Score -580053.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -580243.125000 Penalty: 4274.499512
	Iteration 11Q: 3 clusters Score -580243.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -580416.125000 Penalty: 4274.499512
	Iteration 12Q: 3 clusters Score -580416.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -580576.625000 Penalty: 4274.499512
	Iteration 13Q: 3 clusters Score -580576.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -580711.437500 Penalty: 4274.499512
	Iteration 14Q: 3 clusters Score -580711.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -580845.062500 Penalty: 4274.499512
	Iteration 15Q: 3 clusters Score -580845.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -580907.500000 Penalty: 4274.499512
	Iteration 16Q: 3 clusters Score -580907.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -580934.687500 Penalty: 4274.499512
	Iteration 17Q: 3 clusters Score -580934.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -580949.562500 Penalty: 4274.499512
	Iteration 18Q: 3 clusters Score -580949.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -580962.125000 Penalty: 4274.499512
	Iteration 19Q: 3 clusters Score -580962.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -580973.437500 Penalty: 4274.499512
	Iteration 20F: 3 clusters Score -580973.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -580983.875000 Penalty: 4274.499512
	Iteration 21Q: 3 clusters Score -580983.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -580983.875000 Penalty: 4274.499512
	Iteration 22Q: 3 clusters Score -580983.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -580985.437500 Penalty: 4274.499512
	Iteration 23Q: 3 clusters Score -580985.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -580985.875000 Penalty: 4274.499512
	Iteration 24Q: 3 clusters Score -580985.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -580987.437500 Penalty: 4274.499512
	Iteration 25Q: 3 clusters Score -580987.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -580987.312500 Penalty: 4274.499512
	Iteration 26Q: 3 clusters Score -580987.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -580988.937500 Penalty: 4274.499512
	Iteration 27Q: 3 clusters Score -580988.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -580989.250000 Penalty: 4274.499512
	Iteration 28Q: 3 clusters Score -580989.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -580989.312500 Penalty: 4274.499512
	Iteration 29Q: 3 clusters Score -580989.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -580990.625000 Penalty: 4274.499512
	Iteration 30Q: 3 clusters Score -580990.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -580990.625000 Penalty: 4274.499512
	Iteration 31F: 3 clusters Score -580990.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (12846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12846 members 
Entering Unmasked Estep 
Score: -1526759.875000 Penalty: 2346.275391
	Iteration 0F: 2 clusters Score -1526760 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -1517251.500000 Penalty: 4692.550781
	Iteration 0F: 3 clusters Score -1517252 nChanged 5526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -1520274.750000 Penalty: 4692.550781
	Iteration 1F: 3 clusters Score -1520275 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -1520762.000000 Penalty: 4692.550781
	Iteration 2F: 3 clusters Score -1520762 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -1521278.000000 Penalty: 4692.550781
	Iteration 3F: 3 clusters Score -1521278 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -1521883.250000 Penalty: 4692.550781
	Iteration 4F: 3 clusters Score -1521883 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -1522644.875000 Penalty: 4692.550781
	Iteration 5F: 3 clusters Score -1522645 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -1523356.750000 Penalty: 4692.550781
	Iteration 6F: 3 clusters Score -1523357 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -1523947.625000 Penalty: 4692.550781
	Iteration 7F: 3 clusters Score -1523948 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -1524352.500000 Penalty: 4692.550781
	Iteration 8Q: 3 clusters Score -1524352 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -1524606.625000 Penalty: 4692.550781
	Iteration 9Q: 3 clusters Score -1524607 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 11686 members 
Entering Unmasked Estep 
Score: -1524776.375000 Penalty: 4692.550781
	Iteration 10Q: 3 clusters Score -1524776 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -1524921.625000 Penalty: 4692.550781
	Iteration 11Q: 3 clusters Score -1524922 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
Score: -1525001.000000 Penalty: 4692.550781
	Iteration 12Q: 3 clusters Score -1525001 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
Score: -1525054.875000 Penalty: 4692.550781
	Iteration 13Q: 3 clusters Score -1525055 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 12071 members 
Entering Unmasked Estep 
Score: -1525100.500000 Penalty: 4692.550781
	Iteration 14Q: 3 clusters Score -1525100 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -1525139.750000 Penalty: 4692.550781
	Iteration 15Q: 3 clusters Score -1525140 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 12142 members 
Entering Unmasked Estep 
Score: -1525161.375000 Penalty: 4692.550781
	Iteration 16Q: 3 clusters Score -1525161 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -1525181.125000 Penalty: 4692.550781
	Iteration 17Q: 3 clusters Score -1525181 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -1525194.000000 Penalty: 4692.550781
	Iteration 18Q: 3 clusters Score -1525194 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -1525206.125000 Penalty: 4692.550781
	Iteration 19Q: 3 clusters Score -1525206 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 12207 members 
Entering Unmasked Estep 
Score: -1525220.625000 Penalty: 4692.550781
	Iteration 20F: 3 clusters Score -1525221 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 12216 members 
Entering Unmasked Estep 
Score: -1525232.625000 Penalty: 4692.550781
	Iteration 21Q: 3 clusters Score -1525233 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 12222 members 
Entering Unmasked Estep 
Score: -1525243.500000 Penalty: 4692.550781
	Iteration 22Q: 3 clusters Score -1525244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -1525246.375000 Penalty: 4692.550781
	Iteration 23Q: 3 clusters Score -1525246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -1525245.250000 Penalty: 4692.550781
	Iteration 24Q: 3 clusters Score -1525245 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -1525246.000000 Penalty: 4692.550781
	Iteration 25Q: 3 clusters Score -1525246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 12231 members 
Entering Unmasked Estep 
Score: -1525249.750000 Penalty: 4692.550781
	Iteration 26Q: 3 clusters Score -1525250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -1525251.375000 Penalty: 4692.550781
	Iteration 27Q: 3 clusters Score -1525251 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -1525251.375000 Penalty: 4692.550781
	Iteration 28Q: 3 clusters Score -1525251 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -1525252.375000 Penalty: 4692.550781
	Iteration 29Q: 3 clusters Score -1525252 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -1525252.375000 Penalty: 4692.550781
	Iteration 30F: 3 clusters Score -1525252 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (13645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13645 members 
Entering Unmasked Estep 
Score: -1446512.625000 Penalty: 2361.239990
	Iteration 0F: 2 clusters Score -1446513 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -1436616.125000 Penalty: 4722.479980
	Iteration 0F: 3 clusters Score -1436616 nChanged 5856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -1439916.250000 Penalty: 4722.479980
	Iteration 1F: 3 clusters Score -1439916 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -1440486.250000 Penalty: 4722.479980
	Iteration 2F: 3 clusters Score -1440486 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -1441011.750000 Penalty: 4722.479980
	Iteration 3F: 3 clusters Score -1441012 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -1441514.875000 Penalty: 4722.479980
	Iteration 4F: 3 clusters Score -1441515 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -1442033.250000 Penalty: 4722.479980
	Iteration 5F: 3 clusters Score -1442033 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -1442496.750000 Penalty: 4722.479980
	Iteration 6F: 3 clusters Score -1442497 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -1442933.250000 Penalty: 4722.479980
	Iteration 7Q: 3 clusters Score -1442933 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -1443315.875000 Penalty: 4722.479980
	Iteration 8Q: 3 clusters Score -1443316 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -1443650.000000 Penalty: 4722.479980
	Iteration 9Q: 3 clusters Score -1443650 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -1443933.250000 Penalty: 4722.479980
	Iteration 10Q: 3 clusters Score -1443933 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 12019 members 
Entering Unmasked Estep 
Score: -1444144.375000 Penalty: 4722.479980
	Iteration 11Q: 3 clusters Score -1444144 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 12250 members 
Entering Unmasked Estep 
Score: -1444321.500000 Penalty: 4722.479980
	Iteration 12Q: 3 clusters Score -1444322 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 12413 members 
Entering Unmasked Estep 
Score: -1444439.875000 Penalty: 4722.479980
	Iteration 13Q: 3 clusters Score -1444440 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 12542 members 
Entering Unmasked Estep 
Score: -1444525.750000 Penalty: 4722.479980
	Iteration 14Q: 3 clusters Score -1444526 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -1444601.000000 Penalty: 4722.479980
	Iteration 15Q: 3 clusters Score -1444601 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 12725 members 
Entering Unmasked Estep 
Score: -1444646.250000 Penalty: 4722.479980
	Iteration 16Q: 3 clusters Score -1444646 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 12779 members 
Entering Unmasked Estep 
Score: -1444677.625000 Penalty: 4722.479980
	Iteration 17Q: 3 clusters Score -1444678 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 12836 members 
Entering Unmasked Estep 
Score: -1444720.250000 Penalty: 4722.479980
	Iteration 18Q: 3 clusters Score -1444720 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 12878 members 
Entering Unmasked Estep 
Score: -1444750.250000 Penalty: 4722.479980
	Iteration 19Q: 3 clusters Score -1444750 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 12915 members 
Entering Unmasked Estep 
Score: -1444771.875000 Penalty: 4722.479980
	Iteration 20F: 3 clusters Score -1444772 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 12940 members 
Entering Unmasked Estep 
Score: -1444783.875000 Penalty: 4722.479980
	Iteration 21Q: 3 clusters Score -1444784 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 12961 members 
Entering Unmasked Estep 
Score: -1444794.625000 Penalty: 4722.479980
	Iteration 22Q: 3 clusters Score -1444795 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 12972 members 
Entering Unmasked Estep 
Score: -1444797.875000 Penalty: 4722.479980
	Iteration 23Q: 3 clusters Score -1444798 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 12978 members 
Entering Unmasked Estep 
Score: -1444801.125000 Penalty: 4722.479980
	Iteration 24Q: 3 clusters Score -1444801 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 12983 members 
Entering Unmasked Estep 
Score: -1444805.625000 Penalty: 4722.479980
	Iteration 25Q: 3 clusters Score -1444806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 12987 members 
Entering Unmasked Estep 
Score: -1444810.500000 Penalty: 4722.479980
	Iteration 26Q: 3 clusters Score -1444810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 12992 members 
Entering Unmasked Estep 
Score: -1444810.750000 Penalty: 4722.479980
	Iteration 27Q: 3 clusters Score -1444811 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 12992 members 
Entering Unmasked Estep 
Score: -1444810.750000 Penalty: 4722.479980
	Iteration 28F: 3 clusters Score -1444811 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (228716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228716 members 
Entering Unmasked Estep 
Score: -27080502.000000 Penalty: 3060.378662
	Iteration 0F: 2 clusters Score -2.70805e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114543 members 
Mstep: Class 2 contains 114173 members 
Entering Unmasked Estep 
Score: -26927218.000000 Penalty: 6120.757324
	Iteration 0F: 3 clusters Score -2.692722e+07 nChanged 110392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117673 members 
Mstep: Class 2 contains 111043 members 
Entering Unmasked Estep 
Score: -26991828.000000 Penalty: 6120.757324
	Iteration 1F: 3 clusters Score -2.699183e+07 nChanged 5746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119629 members 
Mstep: Class 2 contains 109087 members 
Entering Unmasked Estep 
Score: -26992866.000000 Penalty: 6120.757324
	Iteration 2Q: 3 clusters Score -2.699287e+07 nChanged 6150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122555 members 
Mstep: Class 2 contains 106161 members 
Entering Unmasked Estep 
Score: -26994414.000000 Penalty: 6120.757324
	Iteration 3Q: 3 clusters Score -2.699441e+07 nChanged 7135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127122 members 
Mstep: Class 2 contains 101594 members 
Entering Unmasked Estep 
Score: -26996568.000000 Penalty: 6120.757324
	Iteration 4Q: 3 clusters Score -2.699657e+07 nChanged 8924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134066 members 
Mstep: Class 2 contains 94650 members 
Entering Unmasked Estep 
Score: -26999896.000000 Penalty: 6120.757324
	Iteration 5Q: 3 clusters Score -2.69999e+07 nChanged 11682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144526 members 
Mstep: Class 2 contains 84190 members 
Entering Unmasked Estep 
Score: -27005798.000000 Penalty: 6120.757324
	Iteration 6F: 3 clusters Score -2.70058e+07 nChanged 15354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159178 members 
Mstep: Class 2 contains 69538 members 
Entering Unmasked Estep 
Score: -27015952.000000 Penalty: 6120.757324
	Iteration 7F: 3 clusters Score -2.701595e+07 nChanged 18958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177880 members 
Mstep: Class 2 contains 50836 members 
Entering Unmasked Estep 
Score: -27031324.000000 Penalty: 6120.757324
	Iteration 8F: 3 clusters Score -2.703132e+07 nChanged 19670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197482 members 
Mstep: Class 2 contains 31234 members 
Entering Unmasked Estep 
Score: -27049926.000000 Penalty: 6120.757324
	Iteration 9F: 3 clusters Score -2.704993e+07 nChanged 15421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212891 members 
Mstep: Class 2 contains 15825 members 
Entering Unmasked Estep 
Score: -27065186.000000 Penalty: 6120.757324
	Iteration 10F: 3 clusters Score -2.706519e+07 nChanged 8202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221089 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -27073740.000000 Penalty: 6120.757324
	Iteration 11Q: 3 clusters Score -2.707374e+07 nChanged 3132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224151 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -27077082.000000 Penalty: 6120.757324
	Iteration 12Q: 3 clusters Score -2.707708e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225128 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -27078366.000000 Penalty: 6120.757324
	Iteration 13Q: 3 clusters Score -2.707837e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225486 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -27078788.000000 Penalty: 6120.757324
	Iteration 14Q: 3 clusters Score -2.707879e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225648 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -27078860.000000 Penalty: 6120.757324
	Iteration 15Q: 3 clusters Score -2.707886e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225729 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -27078970.000000 Penalty: 6120.757324
	Iteration 16Q: 3 clusters Score -2.707897e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225798 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -27079034.000000 Penalty: 6120.757324
	Iteration 17Q: 3 clusters Score -2.707903e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225848 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -27079082.000000 Penalty: 6120.757324
	Iteration 18Q: 3 clusters Score -2.707908e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225895 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -27079140.000000 Penalty: 6120.757324
	Iteration 19Q: 3 clusters Score -2.707914e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225924 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -27079176.000000 Penalty: 6120.757324
	Iteration 20F: 3 clusters Score -2.707918e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225941 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -27079210.000000 Penalty: 6120.757324
	Iteration 21Q: 3 clusters Score -2.707921e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225957 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -27079192.000000 Penalty: 6120.757324
	Iteration 22Q: 3 clusters Score -2.707919e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225972 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -27079186.000000 Penalty: 6120.757324
	Iteration 23Q: 3 clusters Score -2.707919e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225985 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -27079202.000000 Penalty: 6120.757324
	Iteration 24Q: 3 clusters Score -2.70792e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225995 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -27079184.000000 Penalty: 6120.757324
	Iteration 25Q: 3 clusters Score -2.707918e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226005 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -27079188.000000 Penalty: 6120.757324
	Iteration 26Q: 3 clusters Score -2.707919e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226014 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -27079212.000000 Penalty: 6120.757324
	Iteration 27Q: 3 clusters Score -2.707921e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226024 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -27079222.000000 Penalty: 6120.757324
	Iteration 28Q: 3 clusters Score -2.707922e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226028 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -27079224.000000 Penalty: 6120.757324
	Iteration 29Q: 3 clusters Score -2.707922e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226034 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -27079240.000000 Penalty: 6120.757324
	Iteration 30Q: 3 clusters Score -2.707924e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226037 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -27079222.000000 Penalty: 6120.757324
	Iteration 31Q: 3 clusters Score -2.707922e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226042 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -27079218.000000 Penalty: 6120.757324
	Iteration 32Q: 3 clusters Score -2.707922e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226042 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -27079214.000000 Penalty: 6120.757324
	Iteration 33Q: 3 clusters Score -2.707921e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226042 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -27079214.000000 Penalty: 6120.757324
	Iteration 34F: 3 clusters Score -2.707921e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (25802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25802 members 
Entering Unmasked Estep 
Score: -3000771.250000 Penalty: 2519.235352
	Iteration 0F: 2 clusters Score -3000771 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12923 members 
Mstep: Class 2 contains 12879 members 
Entering Unmasked Estep 
Score: -2982951.750000 Penalty: 5038.470703
	Iteration 0F: 3 clusters Score -2982952 nChanged 11517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 2 contains 12808 members 
Entering Unmasked Estep 
Score: -2989041.000000 Penalty: 5038.470703
	Iteration 1F: 3 clusters Score -2989041 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 12751 members 
Entering Unmasked Estep 
Score: -2989386.750000 Penalty: 5038.470703
	Iteration 2Q: 3 clusters Score -2989387 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 12712 members 
Entering Unmasked Estep 
Score: -2989654.750000 Penalty: 5038.470703
	Iteration 3Q: 3 clusters Score -2989655 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13195 members 
Mstep: Class 2 contains 12607 members 
Entering Unmasked Estep 
Score: -2989852.250000 Penalty: 5038.470703
	Iteration 4Q: 3 clusters Score -2989852 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13320 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -2990045.500000 Penalty: 5038.470703
	Iteration 5Q: 3 clusters Score -2990046 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13475 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -2990229.250000 Penalty: 5038.470703
	Iteration 6Q: 3 clusters Score -2990229 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13670 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -2990431.000000 Penalty: 5038.470703
	Iteration 7Q: 3 clusters Score -2990431 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13910 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -2990622.000000 Penalty: 5038.470703
	Iteration 8Q: 3 clusters Score -2990622 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14225 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -2990861.250000 Penalty: 5038.470703
	Iteration 9Q: 3 clusters Score -2990861 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14635 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -2991116.000000 Penalty: 5038.470703
	Iteration 10Q: 3 clusters Score -2991116 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15155 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -2991450.000000 Penalty: 5038.470703
	Iteration 11Q: 3 clusters Score -2991450 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15828 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -2991821.000000 Penalty: 5038.470703
	Iteration 12Q: 3 clusters Score -2991821 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16691 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -2992319.000000 Penalty: 5038.470703
	Iteration 13Q: 3 clusters Score -2992319 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17733 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -2992960.750000 Penalty: 5038.470703
	Iteration 14Q: 3 clusters Score -2992961 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18939 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -2993796.250000 Penalty: 5038.470703
	Iteration 15Q: 3 clusters Score -2993796 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20180 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -2994669.250000 Penalty: 5038.470703
	Iteration 16Q: 3 clusters Score -2994669 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21409 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -2995663.000000 Penalty: 5038.470703
	Iteration 17Q: 3 clusters Score -2995663 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22495 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -2996657.500000 Penalty: 5038.470703
	Iteration 18Q: 3 clusters Score -2996658 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23305 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -2997397.750000 Penalty: 5038.470703
	Iteration 19Q: 3 clusters Score -2997398 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23798 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -2997868.250000 Penalty: 5038.470703
	Iteration 20F: 3 clusters Score -2997868 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24137 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -2998188.750000 Penalty: 5038.470703
	Iteration 21Q: 3 clusters Score -2998189 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24346 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -2998371.750000 Penalty: 5038.470703
	Iteration 22Q: 3 clusters Score -2998372 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24487 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -2998494.750000 Penalty: 5038.470703
	Iteration 23Q: 3 clusters Score -2998495 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24580 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -2998585.500000 Penalty: 5038.470703
	Iteration 24Q: 3 clusters Score -2998586 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24658 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -2998642.500000 Penalty: 5038.470703
	Iteration 25Q: 3 clusters Score -2998642 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24713 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -2998682.000000 Penalty: 5038.470703
	Iteration 26Q: 3 clusters Score -2998682 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24750 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -2998704.750000 Penalty: 5038.470703
	Iteration 27Q: 3 clusters Score -2998705 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24782 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -2998720.000000 Penalty: 5038.470703
	Iteration 28Q: 3 clusters Score -2998720 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24802 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -2998730.000000 Penalty: 5038.470703
	Iteration 29Q: 3 clusters Score -2998730 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24808 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -2998733.250000 Penalty: 5038.470703
	Iteration 30Q: 3 clusters Score -2998733 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24816 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -2998730.750000 Penalty: 5038.470703
	Iteration 31Q: 3 clusters Score -2998731 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24820 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -2998735.000000 Penalty: 5038.470703
	Iteration 32Q: 3 clusters Score -2998735 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24826 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -2998740.250000 Penalty: 5038.470703
	Iteration 33Q: 3 clusters Score -2998740 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24832 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -2998749.000000 Penalty: 5038.470703
	Iteration 34Q: 3 clusters Score -2998749 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24840 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -2998753.250000 Penalty: 5038.470703
	Iteration 35Q: 3 clusters Score -2998753 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24847 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -2998759.500000 Penalty: 5038.470703
	Iteration 36Q: 3 clusters Score -2998760 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24852 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -2998763.500000 Penalty: 5038.470703
	Iteration 37Q: 3 clusters Score -2998764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24854 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -2998758.500000 Penalty: 5038.470703
	Iteration 38Q: 3 clusters Score -2998758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24854 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -2998760.000000 Penalty: 5038.470703
	Iteration 39Q: 3 clusters Score -2998760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24855 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -2998763.000000 Penalty: 5038.470703
	Iteration 40F: 3 clusters Score -2998763 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24856 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -2998759.500000 Penalty: 5038.470703
	Iteration 41Q: 3 clusters Score -2998760 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24856 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -2998759.500000 Penalty: 5038.470703
	Iteration 42F: 3 clusters Score -2998760 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (7223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Entering Unmasked Estep 
Score: -812031.750000 Penalty: 2203.486328
	Iteration 0F: 2 clusters Score -812031.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -806164.625000 Penalty: 4406.972656
	Iteration 0F: 3 clusters Score -806164.6 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -808504.125000 Penalty: 4406.972656
	Iteration 1F: 3 clusters Score -808504.1 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -809405.000000 Penalty: 4406.972656
	Iteration 2F: 3 clusters Score -809405 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -810166.562500 Penalty: 4406.972656
	Iteration 3F: 3 clusters Score -810166.6 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -810853.937500 Penalty: 4406.972656
	Iteration 4F: 3 clusters Score -810853.9 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -811347.125000 Penalty: 4406.972656
	Iteration 5F: 3 clusters Score -811347.1 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -811670.875000 Penalty: 4406.972656
	Iteration 6F: 3 clusters Score -811670.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -811848.187500 Penalty: 4406.972656
	Iteration 7Q: 3 clusters Score -811848.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -811977.312500 Penalty: 4406.972656
	Iteration 8Q: 3 clusters Score -811977.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -812076.937500 Penalty: 4406.972656
	Iteration 9Q: 3 clusters Score -812076.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -812154.125000 Penalty: 4406.972656
	Iteration 10Q: 3 clusters Score -812154.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -812202.875000 Penalty: 4406.972656
	Iteration 11Q: 3 clusters Score -812202.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -812244.437500 Penalty: 4406.972656
	Iteration 12Q: 3 clusters Score -812244.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -812271.937500 Penalty: 4406.972656
	Iteration 13Q: 3 clusters Score -812271.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -812289.875000 Penalty: 4406.972656
	Iteration 14Q: 3 clusters Score -812289.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -812305.125000 Penalty: 4406.972656
	Iteration 15Q: 3 clusters Score -812305.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -812315.062500 Penalty: 4406.972656
	Iteration 16Q: 3 clusters Score -812315.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -812321.500000 Penalty: 4406.972656
	Iteration 17Q: 3 clusters Score -812321.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -812328.062500 Penalty: 4406.972656
	Iteration 18Q: 3 clusters Score -812328.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -812340.250000 Penalty: 4406.972656
	Iteration 19Q: 3 clusters Score -812340.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -812345.625000 Penalty: 4406.972656
	Iteration 20F: 3 clusters Score -812345.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -812349.625000 Penalty: 4406.972656
	Iteration 21Q: 3 clusters Score -812349.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -812353.437500 Penalty: 4406.972656
	Iteration 22Q: 3 clusters Score -812353.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -812355.625000 Penalty: 4406.972656
	Iteration 23Q: 3 clusters Score -812355.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -812361.562500 Penalty: 4406.972656
	Iteration 24Q: 3 clusters Score -812361.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -812368.750000 Penalty: 4406.972656
	Iteration 25Q: 3 clusters Score -812368.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -812378.937500 Penalty: 4406.972656
	Iteration 26Q: 3 clusters Score -812378.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -812384.125000 Penalty: 4406.972656
	Iteration 27Q: 3 clusters Score -812384.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -812388.187500 Penalty: 4406.972656
	Iteration 28Q: 3 clusters Score -812388.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -812395.375000 Penalty: 4406.972656
	Iteration 29Q: 3 clusters Score -812395.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -812400.875000 Penalty: 4406.972656
	Iteration 30Q: 3 clusters Score -812400.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -812406.437500 Penalty: 4406.972656
	Iteration 31Q: 3 clusters Score -812406.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -812413.062500 Penalty: 4406.972656
	Iteration 32Q: 3 clusters Score -812413.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -812416.375000 Penalty: 4406.972656
	Iteration 33Q: 3 clusters Score -812416.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -812424.125000 Penalty: 4406.972656
	Iteration 34Q: 3 clusters Score -812424.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -812427.750000 Penalty: 4406.972656
	Iteration 35Q: 3 clusters Score -812427.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -812428.687500 Penalty: 4406.972656
	Iteration 36Q: 3 clusters Score -812428.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -812430.625000 Penalty: 4406.972656
	Iteration 37Q: 3 clusters Score -812430.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -812433.000000 Penalty: 4406.972656
	Iteration 38Q: 3 clusters Score -812433 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -812433.000000 Penalty: 4406.972656
	Iteration 39F: 3 clusters Score -812433 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 36348 members 
Mstep: Class 3 contains 2556 members 
Mstep: Class 4 contains 215016 members 
Mstep: Class 5 contains 14976 members 
Mstep: Class 6 contains 31629 members 
Mstep: Class 7 contains 1315 members 
Mstep: Class 8 contains 70307 members 
Mstep: Class 9 contains 43567 members 
Mstep: Class 10 contains 236147 members 
Mstep: Class 11 contains 17730 members 
Mstep: Class 12 contains 228 members 
Mstep: Class 13 contains 1800 members 
Mstep: Class 14 contains 120247 members 
Mstep: Class 15 contains 35778 members 
Mstep: Class 16 contains 5530 members 
Mstep: Class 17 contains 12846 members 
Mstep: Class 18 contains 13645 members 
Mstep: Class 19 contains 228716 members 
Mstep: Class 20 contains 25802 members 
Mstep: Class 21 contains 6799 members 
Mstep: Class 22 contains 17302 members 
Mstep: Class 23 contains 84472 members 
Mstep: Class 24 contains 9032 members 
Mstep: Class 25 contains 1096 members 
Mstep: Class 26 contains 4831 members 
Mstep: Class 27 contains 10152 members 
Mstep: Class 28 contains 1401 members 
Mstep: Class 29 contains 19754 members 
Mstep: Class 30 contains 3682 members 
Mstep: Class 31 contains 74975 members 
Mstep: Class 32 contains 930 members 
Mstep: Class 33 contains 3925 members 
Mstep: Class 34 contains 4462 members 
Mstep: Class 35 contains 424 members 
Entering Unmasked Estep 
Score: -155658256.000000 Penalty: 122589.179688
Splitting cluster 21 changes total score from -155659184.000000 to -155658256.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (17302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17302 members 
Entering Unmasked Estep 
Score: -2005623.000000 Penalty: 2420.127197
	Iteration 0F: 2 clusters Score -2005623 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -1993317.625000 Penalty: 4840.254395
	Iteration 0F: 3 clusters Score -1993318 nChanged 7476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -1997550.250000 Penalty: 4840.254395
	Iteration 1F: 3 clusters Score -1997550 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -1998016.750000 Penalty: 4840.254395
	Iteration 2F: 3 clusters Score -1998017 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -1998433.375000 Penalty: 4840.254395
	Iteration 3F: 3 clusters Score -1998433 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -1998800.000000 Penalty: 4840.254395
	Iteration 4Q: 3 clusters Score -1998800 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -1999227.750000 Penalty: 4840.254395
	Iteration 5Q: 3 clusters Score -1999228 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -1999698.375000 Penalty: 4840.254395
	Iteration 6Q: 3 clusters Score -1999698 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -2000181.000000 Penalty: 4840.254395
	Iteration 7Q: 3 clusters Score -2000181 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11970 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -2000675.500000 Penalty: 4840.254395
	Iteration 8Q: 3 clusters Score -2000676 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -2001216.125000 Penalty: 4840.254395
	Iteration 9Q: 3 clusters Score -2001216 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13269 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -2001758.250000 Penalty: 4840.254395
	Iteration 10Q: 3 clusters Score -2001758 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13919 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -2002343.500000 Penalty: 4840.254395
	Iteration 11Q: 3 clusters Score -2002344 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14501 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -2002883.625000 Penalty: 4840.254395
	Iteration 12Q: 3 clusters Score -2002884 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14925 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -2003303.125000 Penalty: 4840.254395
	Iteration 13Q: 3 clusters Score -2003303 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15236 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -2003581.625000 Penalty: 4840.254395
	Iteration 14Q: 3 clusters Score -2003582 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15420 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -2003729.375000 Penalty: 4840.254395
	Iteration 15Q: 3 clusters Score -2003729 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15566 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -2003823.375000 Penalty: 4840.254395
	Iteration 16Q: 3 clusters Score -2003823 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15665 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -2003878.000000 Penalty: 4840.254395
	Iteration 17Q: 3 clusters Score -2003878 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15747 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -2003922.500000 Penalty: 4840.254395
	Iteration 18Q: 3 clusters Score -2003922 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15816 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -2003960.750000 Penalty: 4840.254395
	Iteration 19Q: 3 clusters Score -2003961 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15865 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -2003984.875000 Penalty: 4840.254395
	Iteration 20F: 3 clusters Score -2003985 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15898 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -2004003.375000 Penalty: 4840.254395
	Iteration 21Q: 3 clusters Score -2004003 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15932 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -2004018.375000 Penalty: 4840.254395
	Iteration 22Q: 3 clusters Score -2004018 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15959 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -2004030.250000 Penalty: 4840.254395
	Iteration 23Q: 3 clusters Score -2004030 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15981 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -2004043.000000 Penalty: 4840.254395
	Iteration 24Q: 3 clusters Score -2004043 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15991 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -2004044.375000 Penalty: 4840.254395
	Iteration 25Q: 3 clusters Score -2004044 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16000 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -2004048.625000 Penalty: 4840.254395
	Iteration 26Q: 3 clusters Score -2004049 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16005 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -2004049.500000 Penalty: 4840.254395
	Iteration 27Q: 3 clusters Score -2004050 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16010 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -2004053.000000 Penalty: 4840.254395
	Iteration 28Q: 3 clusters Score -2004053 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16020 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -2004058.375000 Penalty: 4840.254395
	Iteration 29Q: 3 clusters Score -2004058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16022 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -2004058.125000 Penalty: 4840.254395
	Iteration 30Q: 3 clusters Score -2004058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16026 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -2004059.875000 Penalty: 4840.254395
	Iteration 31Q: 3 clusters Score -2004060 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16035 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -2004065.375000 Penalty: 4840.254395
	Iteration 32Q: 3 clusters Score -2004065 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16041 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -2004062.750000 Penalty: 4840.254395
	Iteration 33Q: 3 clusters Score -2004063 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16050 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -2004063.500000 Penalty: 4840.254395
	Iteration 34Q: 3 clusters Score -2004064 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16056 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -2004068.000000 Penalty: 4840.254395
	Iteration 35Q: 3 clusters Score -2004068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16058 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -2004070.500000 Penalty: 4840.254395
	Iteration 36Q: 3 clusters Score -2004070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16059 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -2004069.000000 Penalty: 4840.254395
	Iteration 37Q: 3 clusters Score -2004069 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16060 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -2004069.750000 Penalty: 4840.254395
	Iteration 38Q: 3 clusters Score -2004070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16060 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -2004069.750000 Penalty: 4840.254395
	Iteration 39F: 3 clusters Score -2004070 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (84472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84472 members 
Entering Unmasked Estep 
Score: -9977045.000000 Penalty: 2813.355469
	Iteration 0F: 2 clusters Score -9977045 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42301 members 
Mstep: Class 2 contains 42171 members 
Entering Unmasked Estep 
Score: -9920509.000000 Penalty: 5626.710938
	Iteration 0F: 3 clusters Score -9920509 nChanged 39717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43246 members 
Mstep: Class 2 contains 41226 members 
Entering Unmasked Estep 
Score: -9942470.000000 Penalty: 5626.710938
	Iteration 1F: 3 clusters Score -9942470 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43682 members 
Mstep: Class 2 contains 40790 members 
Entering Unmasked Estep 
Score: -9943109.000000 Penalty: 5626.710938
	Iteration 2Q: 3 clusters Score -9943109 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44401 members 
Mstep: Class 2 contains 40071 members 
Entering Unmasked Estep 
Score: -9943591.000000 Penalty: 5626.710938
	Iteration 3Q: 3 clusters Score -9943591 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45529 members 
Mstep: Class 2 contains 38943 members 
Entering Unmasked Estep 
Score: -9944188.000000 Penalty: 5626.710938
	Iteration 4Q: 3 clusters Score -9944188 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47208 members 
Mstep: Class 2 contains 37264 members 
Entering Unmasked Estep 
Score: -9944914.000000 Penalty: 5626.710938
	Iteration 5Q: 3 clusters Score -9944914 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49642 members 
Mstep: Class 2 contains 34830 members 
Entering Unmasked Estep 
Score: -9945914.000000 Penalty: 5626.710938
	Iteration 6Q: 3 clusters Score -9945914 nChanged 3788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53124 members 
Mstep: Class 2 contains 31348 members 
Entering Unmasked Estep 
Score: -9947438.000000 Penalty: 5626.710938
	Iteration 7Q: 3 clusters Score -9947438 nChanged 4859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57871 members 
Mstep: Class 2 contains 26601 members 
Entering Unmasked Estep 
Score: -9950243.000000 Penalty: 5626.710938
	Iteration 8F: 3 clusters Score -9950243 nChanged 6205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64054 members 
Mstep: Class 2 contains 20418 members 
Entering Unmasked Estep 
Score: -9954832.000000 Penalty: 5626.710938
	Iteration 9F: 3 clusters Score -9954832 nChanged 7052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71098 members 
Mstep: Class 2 contains 13374 members 
Entering Unmasked Estep 
Score: -9961111.000000 Penalty: 5626.710938
	Iteration 10F: 3 clusters Score -9961111 nChanged 6627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77723 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -9967826.000000 Penalty: 5626.710938
	Iteration 11F: 3 clusters Score -9967826 nChanged 4196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81919 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -9972028.000000 Penalty: 5626.710938
	Iteration 12Q: 3 clusters Score -9972028 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83627 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -9973713.000000 Penalty: 5626.710938
	Iteration 13Q: 3 clusters Score -9973713 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84095 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -9974234.000000 Penalty: 5626.710938
	Iteration 14Q: 3 clusters Score -9974234 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84198 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -9974412.000000 Penalty: 5626.710938
	Iteration 15Q: 3 clusters Score -9974412 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84234 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -9974480.000000 Penalty: 5626.710938
	Iteration 16Q: 3 clusters Score -9974480 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84250 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -9974522.000000 Penalty: 5626.710938
	Iteration 17Q: 3 clusters Score -9974522 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84255 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -9974531.000000 Penalty: 5626.710938
	Iteration 18Q: 3 clusters Score -9974531 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84261 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -9974547.000000 Penalty: 5626.710938
	Iteration 19Q: 3 clusters Score -9974547 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84266 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -9974565.000000 Penalty: 5626.710938
	Iteration 20F: 3 clusters Score -9974565 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84267 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -9974567.000000 Penalty: 5626.710938
	Iteration 21Q: 3 clusters Score -9974567 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84267 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -9974567.000000 Penalty: 5626.710938
	Iteration 22F: 3 clusters Score -9974567 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (9032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Entering Unmasked Estep 
Score: -1008938.312500 Penalty: 2258.915283
	Iteration 0F: 2 clusters Score -1008938 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -1001775.937500 Penalty: 4517.830566
	Iteration 0F: 3 clusters Score -1001776 nChanged 3760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -1003817.687500 Penalty: 4517.830566
	Iteration 1F: 3 clusters Score -1003818 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -1004113.750000 Penalty: 4517.830566
	Iteration 2F: 3 clusters Score -1004114 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -1004317.625000 Penalty: 4517.830566
	Iteration 3F: 3 clusters Score -1004318 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -1004476.062500 Penalty: 4517.830566
	Iteration 4Q: 3 clusters Score -1004476 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -1004614.312500 Penalty: 4517.830566
	Iteration 5Q: 3 clusters Score -1004614 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -1004735.875000 Penalty: 4517.830566
	Iteration 6Q: 3 clusters Score -1004736 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -1004849.750000 Penalty: 4517.830566
	Iteration 7Q: 3 clusters Score -1004850 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -1004956.812500 Penalty: 4517.830566
	Iteration 8Q: 3 clusters Score -1004957 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -1005094.375000 Penalty: 4517.830566
	Iteration 9Q: 3 clusters Score -1005094 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -1005216.812500 Penalty: 4517.830566
	Iteration 10Q: 3 clusters Score -1005217 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -1005342.812500 Penalty: 4517.830566
	Iteration 11Q: 3 clusters Score -1005343 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -1005479.750000 Penalty: 4517.830566
	Iteration 12Q: 3 clusters Score -1005480 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -1005608.187500 Penalty: 4517.830566
	Iteration 13Q: 3 clusters Score -1005608 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -1005732.750000 Penalty: 4517.830566
	Iteration 14Q: 3 clusters Score -1005733 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -1005851.875000 Penalty: 4517.830566
	Iteration 15Q: 3 clusters Score -1005852 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -1005969.312500 Penalty: 4517.830566
	Iteration 16Q: 3 clusters Score -1005969 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -1006106.500000 Penalty: 4517.830566
	Iteration 17Q: 3 clusters Score -1006106 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -1006224.250000 Penalty: 4517.830566
	Iteration 18Q: 3 clusters Score -1006224 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -1006327.062500 Penalty: 4517.830566
	Iteration 19Q: 3 clusters Score -1006327 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -1006421.875000 Penalty: 4517.830566
	Iteration 20F: 3 clusters Score -1006422 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -1006481.062500 Penalty: 4517.830566
	Iteration 21Q: 3 clusters Score -1006481 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -1006523.187500 Penalty: 4517.830566
	Iteration 22Q: 3 clusters Score -1006523 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -1006563.500000 Penalty: 4517.830566
	Iteration 23Q: 3 clusters Score -1006564 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -1006607.000000 Penalty: 4517.830566
	Iteration 24Q: 3 clusters Score -1006607 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -1006646.562500 Penalty: 4517.830566
	Iteration 25Q: 3 clusters Score -1006647 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -1006687.125000 Penalty: 4517.830566
	Iteration 26Q: 3 clusters Score -1006687 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -1006718.750000 Penalty: 4517.830566
	Iteration 27Q: 3 clusters Score -1006719 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -1006745.687500 Penalty: 4517.830566
	Iteration 28Q: 3 clusters Score -1006746 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -1006768.125000 Penalty: 4517.830566
	Iteration 29Q: 3 clusters Score -1006768 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -1006789.062500 Penalty: 4517.830566
	Iteration 30Q: 3 clusters Score -1006789 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -1006803.750000 Penalty: 4517.830566
	Iteration 31Q: 3 clusters Score -1006804 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -1006817.312500 Penalty: 4517.830566
	Iteration 32Q: 3 clusters Score -1006817 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -1006832.937500 Penalty: 4517.830566
	Iteration 33Q: 3 clusters Score -1006833 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -1006841.937500 Penalty: 4517.830566
	Iteration 34Q: 3 clusters Score -1006842 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -1006844.812500 Penalty: 4517.830566
	Iteration 35Q: 3 clusters Score -1006845 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -1006850.937500 Penalty: 4517.830566
	Iteration 36Q: 3 clusters Score -1006851 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -1006860.625000 Penalty: 4517.830566
	Iteration 37Q: 3 clusters Score -1006861 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -1006869.750000 Penalty: 4517.830566
	Iteration 38Q: 3 clusters Score -1006870 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -1006872.500000 Penalty: 4517.830566
	Iteration 39Q: 3 clusters Score -1006872 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -1006875.750000 Penalty: 4517.830566
	Iteration 40F: 3 clusters Score -1006876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -1006876.437500 Penalty: 4517.830566
	Iteration 41Q: 3 clusters Score -1006876 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -1006884.062500 Penalty: 4517.830566
	Iteration 42Q: 3 clusters Score -1006884 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -1006892.062500 Penalty: 4517.830566
	Iteration 43Q: 3 clusters Score -1006892 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -1006896.937500 Penalty: 4517.830566
	Iteration 44Q: 3 clusters Score -1006897 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -1006900.500000 Penalty: 4517.830566
	Iteration 45Q: 3 clusters Score -1006900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -1006901.312500 Penalty: 4517.830566
	Iteration 46Q: 3 clusters Score -1006901 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -1006904.375000 Penalty: 4517.830566
	Iteration 47Q: 3 clusters Score -1006904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -1006906.437500 Penalty: 4517.830566
	Iteration 48Q: 3 clusters Score -1006906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -1006908.312500 Penalty: 4517.830566
	Iteration 49Q: 3 clusters Score -1006908 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -1006908.312500 Penalty: 4517.830566
	Iteration 50F: 3 clusters Score -1006908 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Entering Unmasked Estep 
Score: -117910.468750 Penalty: 1735.856812
	Iteration 0F: 2 clusters Score -117910.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -115964.531250 Penalty: 3471.713623
	Iteration 0F: 3 clusters Score -115964.5 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -116346.492188 Penalty: 3471.713623
	Iteration 1F: 3 clusters Score -116346.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -116477.382812 Penalty: 3471.713623
	Iteration 2F: 3 clusters Score -116477.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -116581.757812 Penalty: 3471.713623
	Iteration 3Q: 3 clusters Score -116581.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -116658.992188 Penalty: 3471.713623
	Iteration 4Q: 3 clusters Score -116659 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -116722.398438 Penalty: 3471.713623
	Iteration 5Q: 3 clusters Score -116722.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -116762.968750 Penalty: 3471.713623
	Iteration 6Q: 3 clusters Score -116763 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -116780.382812 Penalty: 3471.713623
	Iteration 7Q: 3 clusters Score -116780.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -116788.281250 Penalty: 3471.713623
	Iteration 8Q: 3 clusters Score -116788.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -116797.984375 Penalty: 3471.713623
	Iteration 9Q: 3 clusters Score -116798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -116801.960938 Penalty: 3471.713623
	Iteration 10Q: 3 clusters Score -116802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -116807.109375 Penalty: 3471.713623
	Iteration 11Q: 3 clusters Score -116807.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -116812.757812 Penalty: 3471.713623
	Iteration 12Q: 3 clusters Score -116812.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -116818.531250 Penalty: 3471.713623
	Iteration 13Q: 3 clusters Score -116818.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -116822.687500 Penalty: 3471.713623
	Iteration 14Q: 3 clusters Score -116822.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -116834.757812 Penalty: 3471.713623
	Iteration 15Q: 3 clusters Score -116834.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -116847.445312 Penalty: 3471.713623
	Iteration 16Q: 3 clusters Score -116847.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -116871.617188 Penalty: 3471.713623
	Iteration 17Q: 3 clusters Score -116871.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -116892.710938 Penalty: 3471.713623
	Iteration 18Q: 3 clusters Score -116892.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -116909.695312 Penalty: 3471.713623
	Iteration 19Q: 3 clusters Score -116909.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -116927.960938 Penalty: 3471.713623
	Iteration 20F: 3 clusters Score -116928 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -116954.812500 Penalty: 3471.713623
	Iteration 21Q: 3 clusters Score -116954.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -116966.796875 Penalty: 3471.713623
	Iteration 22Q: 3 clusters Score -116966.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -116973.296875 Penalty: 3471.713623
	Iteration 23Q: 3 clusters Score -116973.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -116980.664062 Penalty: 3471.713623
	Iteration 24Q: 3 clusters Score -116980.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -116987.343750 Penalty: 3471.713623
	Iteration 25Q: 3 clusters Score -116987.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -116989.382812 Penalty: 3471.713623
	Iteration 26Q: 3 clusters Score -116989.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -116990.851562 Penalty: 3471.713623
	Iteration 27Q: 3 clusters Score -116990.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -116990.851562 Penalty: 3471.713623
	Iteration 28F: 3 clusters Score -116990.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Entering Unmasked Estep 
Score: -552412.812500 Penalty: 2103.736572
	Iteration 0F: 2 clusters Score -552412.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -548027.437500 Penalty: 4207.473145
	Iteration 0F: 3 clusters Score -548027.4 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -549225.562500 Penalty: 4207.473145
	Iteration 1F: 3 clusters Score -549225.6 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -549616.500000 Penalty: 4207.473145
	Iteration 2F: 3 clusters Score -549616.5 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -549939.125000 Penalty: 4207.473145
	Iteration 3F: 3 clusters Score -549939.1 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -550281.250000 Penalty: 4207.473145
	Iteration 4F: 3 clusters Score -550281.2 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -550645.750000 Penalty: 4207.473145
	Iteration 5F: 3 clusters Score -550645.8 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -550980.500000 Penalty: 4207.473145
	Iteration 6F: 3 clusters Score -550980.5 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -551279.562500 Penalty: 4207.473145
	Iteration 7F: 3 clusters Score -551279.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -551539.687500 Penalty: 4207.473145
	Iteration 8Q: 3 clusters Score -551539.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -551734.750000 Penalty: 4207.473145
	Iteration 9Q: 3 clusters Score -551734.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -551923.250000 Penalty: 4207.473145
	Iteration 10Q: 3 clusters Score -551923.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -552059.312500 Penalty: 4207.473145
	Iteration 11Q: 3 clusters Score -552059.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -552146.250000 Penalty: 4207.473145
	Iteration 12Q: 3 clusters Score -552146.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -552192.437500 Penalty: 4207.473145
	Iteration 13Q: 3 clusters Score -552192.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -552214.375000 Penalty: 4207.473145
	Iteration 14Q: 3 clusters Score -552214.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -552223.812500 Penalty: 4207.473145
	Iteration 15Q: 3 clusters Score -552223.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -552229.062500 Penalty: 4207.473145
	Iteration 16Q: 3 clusters Score -552229.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -552231.375000 Penalty: 4207.473145
	Iteration 17Q: 3 clusters Score -552231.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -552233.000000 Penalty: 4207.473145
	Iteration 18Q: 3 clusters Score -552233 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -552233.937500 Penalty: 4207.473145
	Iteration 19Q: 3 clusters Score -552233.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -552234.562500 Penalty: 4207.473145
	Iteration 20F: 3 clusters Score -552234.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (10152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Entering Unmasked Estep 
Score: -1171924.125000 Penalty: 2287.905518
	Iteration 0F: 2 clusters Score -1171924 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -1164187.500000 Penalty: 4575.811035
	Iteration 0F: 3 clusters Score -1164188 nChanged 4141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -1166364.875000 Penalty: 4575.811035
	Iteration 1F: 3 clusters Score -1166365 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -1166685.500000 Penalty: 4575.811035
	Iteration 2F: 3 clusters Score -1166686 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -1166939.875000 Penalty: 4575.811035
	Iteration 3F: 3 clusters Score -1166940 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -1167180.125000 Penalty: 4575.811035
	Iteration 4Q: 3 clusters Score -1167180 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -1167366.375000 Penalty: 4575.811035
	Iteration 5Q: 3 clusters Score -1167366 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -1167557.625000 Penalty: 4575.811035
	Iteration 6Q: 3 clusters Score -1167558 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -1167779.250000 Penalty: 4575.811035
	Iteration 7Q: 3 clusters Score -1167779 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -1168001.125000 Penalty: 4575.811035
	Iteration 8Q: 3 clusters Score -1168001 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -1168282.875000 Penalty: 4575.811035
	Iteration 9Q: 3 clusters Score -1168283 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -1168620.625000 Penalty: 4575.811035
	Iteration 10Q: 3 clusters Score -1168621 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -1168978.375000 Penalty: 4575.811035
	Iteration 11Q: 3 clusters Score -1168978 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -1169303.750000 Penalty: 4575.811035
	Iteration 12Q: 3 clusters Score -1169304 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -1169611.625000 Penalty: 4575.811035
	Iteration 13Q: 3 clusters Score -1169612 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -1169806.875000 Penalty: 4575.811035
	Iteration 14Q: 3 clusters Score -1169807 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -1169931.375000 Penalty: 4575.811035
	Iteration 15Q: 3 clusters Score -1169931 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -1169992.375000 Penalty: 4575.811035
	Iteration 16Q: 3 clusters Score -1169992 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -1170039.625000 Penalty: 4575.811035
	Iteration 17Q: 3 clusters Score -1170040 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -1170069.000000 Penalty: 4575.811035
	Iteration 18Q: 3 clusters Score -1170069 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -1170098.250000 Penalty: 4575.811035
	Iteration 19Q: 3 clusters Score -1170098 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -1170113.250000 Penalty: 4575.811035
	Iteration 20F: 3 clusters Score -1170113 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -1170123.625000 Penalty: 4575.811035
	Iteration 21Q: 3 clusters Score -1170124 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -1170129.250000 Penalty: 4575.811035
	Iteration 22Q: 3 clusters Score -1170129 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -1170136.875000 Penalty: 4575.811035
	Iteration 23Q: 3 clusters Score -1170137 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -1170141.375000 Penalty: 4575.811035
	Iteration 24Q: 3 clusters Score -1170141 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -1170143.750000 Penalty: 4575.811035
	Iteration 25Q: 3 clusters Score -1170144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -1170145.250000 Penalty: 4575.811035
	Iteration 26Q: 3 clusters Score -1170145 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -1170152.250000 Penalty: 4575.811035
	Iteration 27Q: 3 clusters Score -1170152 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -1170155.500000 Penalty: 4575.811035
	Iteration 28Q: 3 clusters Score -1170156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -1170159.750000 Penalty: 4575.811035
	Iteration 29Q: 3 clusters Score -1170160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -1170165.250000 Penalty: 4575.811035
	Iteration 30Q: 3 clusters Score -1170165 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -1170168.875000 Penalty: 4575.811035
	Iteration 31Q: 3 clusters Score -1170169 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -1170168.250000 Penalty: 4575.811035
	Iteration 32Q: 3 clusters Score -1170168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -1170171.375000 Penalty: 4575.811035
	Iteration 33Q: 3 clusters Score -1170171 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -1170173.625000 Penalty: 4575.811035
	Iteration 34Q: 3 clusters Score -1170174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -1170172.000000 Penalty: 4575.811035
	Iteration 35Q: 3 clusters Score -1170172 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -1170172.000000 Penalty: 4575.811035
	Iteration 36F: 3 clusters Score -1170172 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Entering Unmasked Estep 
Score: -148851.984375 Penalty: 1796.745605
	Iteration 0F: 2 clusters Score -148852 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -146671.671875 Penalty: 3593.491211
	Iteration 0F: 3 clusters Score -146671.7 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -147016.984375 Penalty: 3593.491211
	Iteration 1F: 3 clusters Score -147017 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -147108.062500 Penalty: 3593.491211
	Iteration 2F: 3 clusters Score -147108.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -147158.078125 Penalty: 3593.491211
	Iteration 3Q: 3 clusters Score -147158.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -147194.218750 Penalty: 3593.491211
	Iteration 4Q: 3 clusters Score -147194.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -147213.218750 Penalty: 3593.491211
	Iteration 5Q: 3 clusters Score -147213.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -147229.296875 Penalty: 3593.491211
	Iteration 6Q: 3 clusters Score -147229.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -147242.406250 Penalty: 3593.491211
	Iteration 7Q: 3 clusters Score -147242.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -147250.640625 Penalty: 3593.491211
	Iteration 8Q: 3 clusters Score -147250.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -147254.500000 Penalty: 3593.491211
	Iteration 9Q: 3 clusters Score -147254.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -147257.500000 Penalty: 3593.491211
	Iteration 10Q: 3 clusters Score -147257.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -147258.109375 Penalty: 3593.491211
	Iteration 11Q: 3 clusters Score -147258.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -147259.437500 Penalty: 3593.491211
	Iteration 12Q: 3 clusters Score -147259.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -147261.718750 Penalty: 3593.491211
	Iteration 13Q: 3 clusters Score -147261.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -147263.234375 Penalty: 3593.491211
	Iteration 14Q: 3 clusters Score -147263.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -147263.234375 Penalty: 3593.491211
	Iteration 15F: 3 clusters Score -147263.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (19754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19754 members 
Entering Unmasked Estep 
Score: -2358043.250000 Penalty: 2452.995605
	Iteration 0F: 2 clusters Score -2358043 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -2344156.750000 Penalty: 4905.991211
	Iteration 0F: 3 clusters Score -2344157 nChanged 8675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -2348849.250000 Penalty: 4905.991211
	Iteration 1F: 3 clusters Score -2348849 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -2349280.500000 Penalty: 4905.991211
	Iteration 2F: 3 clusters Score -2349280 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -2349682.500000 Penalty: 4905.991211
	Iteration 3Q: 3 clusters Score -2349682 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -2350146.000000 Penalty: 4905.991211
	Iteration 4Q: 3 clusters Score -2350146 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -2350699.250000 Penalty: 4905.991211
	Iteration 5F: 3 clusters Score -2350699 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13639 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -2351350.000000 Penalty: 4905.991211
	Iteration 6F: 3 clusters Score -2351350 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14623 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -2352097.750000 Penalty: 4905.991211
	Iteration 7F: 3 clusters Score -2352098 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15582 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -2352816.500000 Penalty: 4905.991211
	Iteration 8F: 3 clusters Score -2352816 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16479 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -2353515.250000 Penalty: 4905.991211
	Iteration 9Q: 3 clusters Score -2353515 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17261 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -2354107.750000 Penalty: 4905.991211
	Iteration 10Q: 3 clusters Score -2354108 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17902 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -2354610.000000 Penalty: 4905.991211
	Iteration 11Q: 3 clusters Score -2354610 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18398 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -2355018.000000 Penalty: 4905.991211
	Iteration 12Q: 3 clusters Score -2355018 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18726 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -2355299.000000 Penalty: 4905.991211
	Iteration 13Q: 3 clusters Score -2355299 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18926 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -2355466.750000 Penalty: 4905.991211
	Iteration 14Q: 3 clusters Score -2355467 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19047 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -2355555.500000 Penalty: 4905.991211
	Iteration 15Q: 3 clusters Score -2355556 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19131 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -2355629.000000 Penalty: 4905.991211
	Iteration 16Q: 3 clusters Score -2355629 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19195 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -2355698.500000 Penalty: 4905.991211
	Iteration 17Q: 3 clusters Score -2355698 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19241 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -2355748.500000 Penalty: 4905.991211
	Iteration 18Q: 3 clusters Score -2355748 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19272 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -2355787.250000 Penalty: 4905.991211
	Iteration 19Q: 3 clusters Score -2355787 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19294 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -2355809.500000 Penalty: 4905.991211
	Iteration 20F: 3 clusters Score -2355810 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19314 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -2355819.500000 Penalty: 4905.991211
	Iteration 21Q: 3 clusters Score -2355820 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19328 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -2355844.250000 Penalty: 4905.991211
	Iteration 22Q: 3 clusters Score -2355844 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19340 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -2355856.000000 Penalty: 4905.991211
	Iteration 23Q: 3 clusters Score -2355856 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19345 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -2355866.250000 Penalty: 4905.991211
	Iteration 24Q: 3 clusters Score -2355866 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19354 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -2355874.000000 Penalty: 4905.991211
	Iteration 25Q: 3 clusters Score -2355874 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19361 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -2355877.750000 Penalty: 4905.991211
	Iteration 26Q: 3 clusters Score -2355878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19366 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -2355881.500000 Penalty: 4905.991211
	Iteration 27Q: 3 clusters Score -2355882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19368 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -2355886.250000 Penalty: 4905.991211
	Iteration 28Q: 3 clusters Score -2355886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19372 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -2355887.750000 Penalty: 4905.991211
	Iteration 29Q: 3 clusters Score -2355888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19375 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -2355895.750000 Penalty: 4905.991211
	Iteration 30Q: 3 clusters Score -2355896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19379 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -2355898.250000 Penalty: 4905.991211
	Iteration 31Q: 3 clusters Score -2355898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19383 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -2355898.750000 Penalty: 4905.991211
	Iteration 32Q: 3 clusters Score -2355899 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19386 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -2355899.000000 Penalty: 4905.991211
	Iteration 33Q: 3 clusters Score -2355899 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19387 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -2355902.000000 Penalty: 4905.991211
	Iteration 34Q: 3 clusters Score -2355902 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19387 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -2355902.000000 Penalty: 4905.991211
	Iteration 35F: 3 clusters Score -2355902 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (3682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Entering Unmasked Estep 
Score: -419950.937500 Penalty: 2036.380371
	Iteration 0F: 2 clusters Score -419950.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -416276.875000 Penalty: 4072.760742
	Iteration 0F: 3 clusters Score -416276.9 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -417094.468750 Penalty: 4072.760742
	Iteration 1F: 3 clusters Score -417094.5 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -417301.312500 Penalty: 4072.760742
	Iteration 2F: 3 clusters Score -417301.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -417442.218750 Penalty: 4072.760742
	Iteration 3F: 3 clusters Score -417442.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -417544.312500 Penalty: 4072.760742
	Iteration 4Q: 3 clusters Score -417544.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -417645.750000 Penalty: 4072.760742
	Iteration 5Q: 3 clusters Score -417645.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -417738.937500 Penalty: 4072.760742
	Iteration 6Q: 3 clusters Score -417738.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -417804.843750 Penalty: 4072.760742
	Iteration 7Q: 3 clusters Score -417804.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -417845.343750 Penalty: 4072.760742
	Iteration 8Q: 3 clusters Score -417845.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -417879.218750 Penalty: 4072.760742
	Iteration 9Q: 3 clusters Score -417879.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -417910.718750 Penalty: 4072.760742
	Iteration 10Q: 3 clusters Score -417910.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -417935.437500 Penalty: 4072.760742
	Iteration 11Q: 3 clusters Score -417935.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -417958.937500 Penalty: 4072.760742
	Iteration 12Q: 3 clusters Score -417958.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -417977.656250 Penalty: 4072.760742
	Iteration 13Q: 3 clusters Score -417977.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -417997.875000 Penalty: 4072.760742
	Iteration 14Q: 3 clusters Score -417997.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -418011.468750 Penalty: 4072.760742
	Iteration 15Q: 3 clusters Score -418011.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -418023.218750 Penalty: 4072.760742
	Iteration 16Q: 3 clusters Score -418023.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -418038.250000 Penalty: 4072.760742
	Iteration 17Q: 3 clusters Score -418038.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -418061.312500 Penalty: 4072.760742
	Iteration 18Q: 3 clusters Score -418061.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -418082.062500 Penalty: 4072.760742
	Iteration 19Q: 3 clusters Score -418082.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -418097.781250 Penalty: 4072.760742
	Iteration 20F: 3 clusters Score -418097.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -418112.437500 Penalty: 4072.760742
	Iteration 21Q: 3 clusters Score -418112.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -418124.593750 Penalty: 4072.760742
	Iteration 22Q: 3 clusters Score -418124.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -418135.375000 Penalty: 4072.760742
	Iteration 23Q: 3 clusters Score -418135.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -418146.875000 Penalty: 4072.760742
	Iteration 24Q: 3 clusters Score -418146.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -418156.906250 Penalty: 4072.760742
	Iteration 25Q: 3 clusters Score -418156.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -418163.687500 Penalty: 4072.760742
	Iteration 26Q: 3 clusters Score -418163.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -418170.562500 Penalty: 4072.760742
	Iteration 27Q: 3 clusters Score -418170.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -418172.843750 Penalty: 4072.760742
	Iteration 28Q: 3 clusters Score -418172.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -418174.156250 Penalty: 4072.760742
	Iteration 29Q: 3 clusters Score -418174.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -418175.468750 Penalty: 4072.760742
	Iteration 30Q: 3 clusters Score -418175.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -418175.406250 Penalty: 4072.760742
	Iteration 31Q: 3 clusters Score -418175.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -418175.406250 Penalty: 4072.760742
	Iteration 32F: 3 clusters Score -418175.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (74975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74975 members 
Entering Unmasked Estep 
Score: -8847663.000000 Penalty: 2783.777588
	Iteration 0F: 2 clusters Score -8847663 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37337 members 
Mstep: Class 2 contains 37638 members 
Entering Unmasked Estep 
Score: -8797569.000000 Penalty: 5567.555176
	Iteration 0F: 3 clusters Score -8797569 nChanged 35034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36257 members 
Mstep: Class 2 contains 38718 members 
Entering Unmasked Estep 
Score: -8817174.000000 Penalty: 5567.555176
	Iteration 1F: 3 clusters Score -8817174 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35634 members 
Mstep: Class 2 contains 39341 members 
Entering Unmasked Estep 
Score: -8817847.000000 Penalty: 5567.555176
	Iteration 2Q: 3 clusters Score -8817847 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34780 members 
Mstep: Class 2 contains 40195 members 
Entering Unmasked Estep 
Score: -8818542.000000 Penalty: 5567.555176
	Iteration 3Q: 3 clusters Score -8818542 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33514 members 
Mstep: Class 2 contains 41461 members 
Entering Unmasked Estep 
Score: -8819371.000000 Penalty: 5567.555176
	Iteration 4Q: 3 clusters Score -8819371 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31736 members 
Mstep: Class 2 contains 43239 members 
Entering Unmasked Estep 
Score: -8820479.000000 Penalty: 5567.555176
	Iteration 5Q: 3 clusters Score -8820479 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29319 members 
Mstep: Class 2 contains 45656 members 
Entering Unmasked Estep 
Score: -8822051.000000 Penalty: 5567.555176
	Iteration 6Q: 3 clusters Score -8822051 nChanged 3734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26061 members 
Mstep: Class 2 contains 48914 members 
Entering Unmasked Estep 
Score: -8824372.000000 Penalty: 5567.555176
	Iteration 7Q: 3 clusters Score -8824372 nChanged 4424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21965 members 
Mstep: Class 2 contains 53010 members 
Entering Unmasked Estep 
Score: -8827567.000000 Penalty: 5567.555176
	Iteration 8F: 3 clusters Score -8827567 nChanged 4775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17404 members 
Mstep: Class 2 contains 57571 members 
Entering Unmasked Estep 
Score: -8831412.000000 Penalty: 5567.555176
	Iteration 9F: 3 clusters Score -8831412 nChanged 4624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12896 members 
Mstep: Class 2 contains 62079 members 
Entering Unmasked Estep 
Score: -8835424.000000 Penalty: 5567.555176
	Iteration 10F: 3 clusters Score -8835424 nChanged 3947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 65972 members 
Entering Unmasked Estep 
Score: -8838570.000000 Penalty: 5567.555176
	Iteration 11F: 3 clusters Score -8838570 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 69116 members 
Entering Unmasked Estep 
Score: -8841086.000000 Penalty: 5567.555176
	Iteration 12Q: 3 clusters Score -8841086 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 71292 members 
Entering Unmasked Estep 
Score: -8842837.000000 Penalty: 5567.555176
	Iteration 13Q: 3 clusters Score -8842837 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 72660 members 
Entering Unmasked Estep 
Score: -8843798.000000 Penalty: 5567.555176
	Iteration 14Q: 3 clusters Score -8843798 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 73472 members 
Entering Unmasked Estep 
Score: -8844403.000000 Penalty: 5567.555176
	Iteration 15Q: 3 clusters Score -8844403 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 73898 members 
Entering Unmasked Estep 
Score: -8844698.000000 Penalty: 5567.555176
	Iteration 16Q: 3 clusters Score -8844698 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 74128 members 
Entering Unmasked Estep 
Score: -8844886.000000 Penalty: 5567.555176
	Iteration 17Q: 3 clusters Score -8844886 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 74258 members 
Entering Unmasked Estep 
Score: -8845005.000000 Penalty: 5567.555176
	Iteration 18Q: 3 clusters Score -8845005 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 74340 members 
Entering Unmasked Estep 
Score: -8845067.000000 Penalty: 5567.555176
	Iteration 19Q: 3 clusters Score -8845067 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 74383 members 
Entering Unmasked Estep 
Score: -8845118.000000 Penalty: 5567.555176
	Iteration 20F: 3 clusters Score -8845118 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 74423 members 
Entering Unmasked Estep 
Score: -8845172.000000 Penalty: 5567.555176
	Iteration 21Q: 3 clusters Score -8845172 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 74453 members 
Entering Unmasked Estep 
Score: -8845204.000000 Penalty: 5567.555176
	Iteration 22Q: 3 clusters Score -8845204 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 74468 members 
Entering Unmasked Estep 
Score: -8845220.000000 Penalty: 5567.555176
	Iteration 23Q: 3 clusters Score -8845220 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 74478 members 
Entering Unmasked Estep 
Score: -8845230.000000 Penalty: 5567.555176
	Iteration 24Q: 3 clusters Score -8845230 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 74486 members 
Entering Unmasked Estep 
Score: -8845252.000000 Penalty: 5567.555176
	Iteration 25Q: 3 clusters Score -8845252 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 74497 members 
Entering Unmasked Estep 
Score: -8845257.000000 Penalty: 5567.555176
	Iteration 26Q: 3 clusters Score -8845257 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 74502 members 
Entering Unmasked Estep 
Score: -8845260.000000 Penalty: 5567.555176
	Iteration 27Q: 3 clusters Score -8845260 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 74510 members 
Entering Unmasked Estep 
Score: -8845270.000000 Penalty: 5567.555176
	Iteration 28Q: 3 clusters Score -8845270 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 74514 members 
Entering Unmasked Estep 
Score: -8845277.000000 Penalty: 5567.555176
	Iteration 29Q: 3 clusters Score -8845277 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 74514 members 
Entering Unmasked Estep 
Score: -8845284.000000 Penalty: 5567.555176
	Iteration 30Q: 3 clusters Score -8845284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 74517 members 
Entering Unmasked Estep 
Score: -8845283.000000 Penalty: 5567.555176
	Iteration 31Q: 3 clusters Score -8845283 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 74519 members 
Entering Unmasked Estep 
Score: -8845278.000000 Penalty: 5567.555176
	Iteration 32Q: 3 clusters Score -8845278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 74522 members 
Entering Unmasked Estep 
Score: -8845289.000000 Penalty: 5567.555176
	Iteration 33Q: 3 clusters Score -8845289 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 74524 members 
Entering Unmasked Estep 
Score: -8845286.000000 Penalty: 5567.555176
	Iteration 34Q: 3 clusters Score -8845286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 74525 members 
Entering Unmasked Estep 
Score: -8845286.000000 Penalty: 5567.555176
	Iteration 35Q: 3 clusters Score -8845286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 74523 members 
Entering Unmasked Estep 
Score: -8845284.000000 Penalty: 5567.555176
	Iteration 36Q: 3 clusters Score -8845284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 74524 members 
Entering Unmasked Estep 
Score: -8845286.000000 Penalty: 5567.555176
	Iteration 37Q: 3 clusters Score -8845286 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 74524 members 
Entering Unmasked Estep 
Score: -8845286.000000 Penalty: 5567.555176
	Iteration 38F: 3 clusters Score -8845286 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Entering Unmasked Estep 
Score: -100486.703125 Penalty: 1695.125732
	Iteration 0F: 2 clusters Score -100486.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -98559.742188 Penalty: 3390.251465
	Iteration 0F: 3 clusters Score -98559.74 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -98861.835938 Penalty: 3390.251465
	Iteration 1F: 3 clusters Score -98861.84 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -98971.570312 Penalty: 3390.251465
	Iteration 2F: 3 clusters Score -98971.57 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -99093.250000 Penalty: 3390.251465
	Iteration 3F: 3 clusters Score -99093.25 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -99195.414062 Penalty: 3390.251465
	Iteration 4Q: 3 clusters Score -99195.41 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -99312.710938 Penalty: 3390.251465
	Iteration 5Q: 3 clusters Score -99312.71 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -99430.484375 Penalty: 3390.251465
	Iteration 6Q: 3 clusters Score -99430.48 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -99501.890625 Penalty: 3390.251465
	Iteration 7Q: 3 clusters Score -99501.89 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -99537.921875 Penalty: 3390.251465
	Iteration 8Q: 3 clusters Score -99537.92 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -99566.179688 Penalty: 3390.251465
	Iteration 9Q: 3 clusters Score -99566.18 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -99580.718750 Penalty: 3390.251465
	Iteration 10Q: 3 clusters Score -99580.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -99588.992188 Penalty: 3390.251465
	Iteration 11Q: 3 clusters Score -99588.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -99590.507812 Penalty: 3390.251465
	Iteration 12Q: 3 clusters Score -99590.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -99594.101562 Penalty: 3390.251465
	Iteration 13Q: 3 clusters Score -99594.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -99599.601562 Penalty: 3390.251465
	Iteration 14Q: 3 clusters Score -99599.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -99609.187500 Penalty: 3390.251465
	Iteration 15Q: 3 clusters Score -99609.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -99613.132812 Penalty: 3390.251465
	Iteration 16Q: 3 clusters Score -99613.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -99613.132812 Penalty: 3390.251465
	Iteration 17F: 3 clusters Score -99613.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (3925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Entering Unmasked Estep 
Score: -437306.968750 Penalty: 2052.230225
	Iteration 0F: 2 clusters Score -437307 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -433470.656250 Penalty: 4104.460449
	Iteration 0F: 3 clusters Score -433470.7 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -434434.312500 Penalty: 4104.460449
	Iteration 1F: 3 clusters Score -434434.3 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -434653.968750 Penalty: 4104.460449
	Iteration 2F: 3 clusters Score -434654 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -434789.500000 Penalty: 4104.460449
	Iteration 3F: 3 clusters Score -434789.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -434918.593750 Penalty: 4104.460449
	Iteration 4Q: 3 clusters Score -434918.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -435043.250000 Penalty: 4104.460449
	Iteration 5Q: 3 clusters Score -435043.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -435150.000000 Penalty: 4104.460449
	Iteration 6Q: 3 clusters Score -435150 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -435264.375000 Penalty: 4104.460449
	Iteration 7Q: 3 clusters Score -435264.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -435373.093750 Penalty: 4104.460449
	Iteration 8Q: 3 clusters Score -435373.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -435459.468750 Penalty: 4104.460449
	Iteration 9Q: 3 clusters Score -435459.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -435543.875000 Penalty: 4104.460449
	Iteration 10Q: 3 clusters Score -435543.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -435610.531250 Penalty: 4104.460449
	Iteration 11Q: 3 clusters Score -435610.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -435662.312500 Penalty: 4104.460449
	Iteration 12Q: 3 clusters Score -435662.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -435700.781250 Penalty: 4104.460449
	Iteration 13Q: 3 clusters Score -435700.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -435723.281250 Penalty: 4104.460449
	Iteration 14Q: 3 clusters Score -435723.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -435739.250000 Penalty: 4104.460449
	Iteration 15Q: 3 clusters Score -435739.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -435757.687500 Penalty: 4104.460449
	Iteration 16Q: 3 clusters Score -435757.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -435773.281250 Penalty: 4104.460449
	Iteration 17Q: 3 clusters Score -435773.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -435782.375000 Penalty: 4104.460449
	Iteration 18Q: 3 clusters Score -435782.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -435791.875000 Penalty: 4104.460449
	Iteration 19Q: 3 clusters Score -435791.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -435800.843750 Penalty: 4104.460449
	Iteration 20F: 3 clusters Score -435800.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -435814.531250 Penalty: 4104.460449
	Iteration 21Q: 3 clusters Score -435814.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -435822.781250 Penalty: 4104.460449
	Iteration 22Q: 3 clusters Score -435822.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -435829.156250 Penalty: 4104.460449
	Iteration 23Q: 3 clusters Score -435829.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -435837.718750 Penalty: 4104.460449
	Iteration 24Q: 3 clusters Score -435837.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -435844.437500 Penalty: 4104.460449
	Iteration 25Q: 3 clusters Score -435844.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -435851.218750 Penalty: 4104.460449
	Iteration 26Q: 3 clusters Score -435851.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -435856.000000 Penalty: 4104.460449
	Iteration 27Q: 3 clusters Score -435856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -435858.125000 Penalty: 4104.460449
	Iteration 28Q: 3 clusters Score -435858.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -435860.156250 Penalty: 4104.460449
	Iteration 29Q: 3 clusters Score -435860.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -435862.687500 Penalty: 4104.460449
	Iteration 30Q: 3 clusters Score -435862.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -435866.500000 Penalty: 4104.460449
	Iteration 31Q: 3 clusters Score -435866.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -435869.031250 Penalty: 4104.460449
	Iteration 32Q: 3 clusters Score -435869 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -435872.562500 Penalty: 4104.460449
	Iteration 33Q: 3 clusters Score -435872.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -435877.906250 Penalty: 4104.460449
	Iteration 34Q: 3 clusters Score -435877.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -435879.375000 Penalty: 4104.460449
	Iteration 35Q: 3 clusters Score -435879.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -435881.656250 Penalty: 4104.460449
	Iteration 36Q: 3 clusters Score -435881.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -435882.312500 Penalty: 4104.460449
	Iteration 37Q: 3 clusters Score -435882.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -435884.968750 Penalty: 4104.460449
	Iteration 38Q: 3 clusters Score -435885 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -435885.843750 Penalty: 4104.460449
	Iteration 39Q: 3 clusters Score -435885.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -435887.531250 Penalty: 4104.460449
	Iteration 40F: 3 clusters Score -435887.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -435888.562500 Penalty: 4104.460449
	Iteration 41Q: 3 clusters Score -435888.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -435889.093750 Penalty: 4104.460449
	Iteration 42Q: 3 clusters Score -435889.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -435889.437500 Penalty: 4104.460449
	Iteration 43Q: 3 clusters Score -435889.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -435889.437500 Penalty: 4104.460449
	Iteration 44F: 3 clusters Score -435889.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (4462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Entering Unmasked Estep 
Score: -486189.250000 Penalty: 2084.031494
	Iteration 0F: 2 clusters Score -486189.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -482048.687500 Penalty: 4168.062988
	Iteration 0F: 3 clusters Score -482048.7 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -483054.812500 Penalty: 4168.062988
	Iteration 1F: 3 clusters Score -483054.8 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -483310.625000 Penalty: 4168.062988
	Iteration 2F: 3 clusters Score -483310.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -483506.781250 Penalty: 4168.062988
	Iteration 3F: 3 clusters Score -483506.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -483679.406250 Penalty: 4168.062988
	Iteration 4Q: 3 clusters Score -483679.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -483849.031250 Penalty: 4168.062988
	Iteration 5Q: 3 clusters Score -483849 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -484014.875000 Penalty: 4168.062988
	Iteration 6Q: 3 clusters Score -484014.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -484140.687500 Penalty: 4168.062988
	Iteration 7Q: 3 clusters Score -484140.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -484241.375000 Penalty: 4168.062988
	Iteration 8Q: 3 clusters Score -484241.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -484327.812500 Penalty: 4168.062988
	Iteration 9Q: 3 clusters Score -484327.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -484394.125000 Penalty: 4168.062988
	Iteration 10Q: 3 clusters Score -484394.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -484441.593750 Penalty: 4168.062988
	Iteration 11Q: 3 clusters Score -484441.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -484466.562500 Penalty: 4168.062988
	Iteration 12Q: 3 clusters Score -484466.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -484481.031250 Penalty: 4168.062988
	Iteration 13Q: 3 clusters Score -484481 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -484498.250000 Penalty: 4168.062988
	Iteration 14Q: 3 clusters Score -484498.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -484510.250000 Penalty: 4168.062988
	Iteration 15Q: 3 clusters Score -484510.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -484520.125000 Penalty: 4168.062988
	Iteration 16Q: 3 clusters Score -484520.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -484526.750000 Penalty: 4168.062988
	Iteration 17Q: 3 clusters Score -484526.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -484529.312500 Penalty: 4168.062988
	Iteration 18Q: 3 clusters Score -484529.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -484532.625000 Penalty: 4168.062988
	Iteration 19Q: 3 clusters Score -484532.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -484536.812500 Penalty: 4168.062988
	Iteration 20F: 3 clusters Score -484536.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -484540.031250 Penalty: 4168.062988
	Iteration 21Q: 3 clusters Score -484540 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -484541.718750 Penalty: 4168.062988
	Iteration 22Q: 3 clusters Score -484541.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -484543.656250 Penalty: 4168.062988
	Iteration 23Q: 3 clusters Score -484543.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -484545.875000 Penalty: 4168.062988
	Iteration 24Q: 3 clusters Score -484545.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -484546.125000 Penalty: 4168.062988
	Iteration 25Q: 3 clusters Score -484546.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -484547.218750 Penalty: 4168.062988
	Iteration 26Q: 3 clusters Score -484547.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -484547.062500 Penalty: 4168.062988
	Iteration 27Q: 3 clusters Score -484547.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -484547.281250 Penalty: 4168.062988
	Iteration 28Q: 3 clusters Score -484547.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -484548.906250 Penalty: 4168.062988
	Iteration 29Q: 3 clusters Score -484548.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -484549.281250 Penalty: 4168.062988
	Iteration 30Q: 3 clusters Score -484549.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -484549.187500 Penalty: 4168.062988
	Iteration 31Q: 3 clusters Score -484549.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -484550.437500 Penalty: 4168.062988
	Iteration 32Q: 3 clusters Score -484550.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -484551.375000 Penalty: 4168.062988
	Iteration 33Q: 3 clusters Score -484551.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -484550.437500 Penalty: 4168.062988
	Iteration 34Q: 3 clusters Score -484550.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -484550.437500 Penalty: 4168.062988
	Iteration 35F: 3 clusters Score -484550.4 nChanged 0
--- Evaluating fit on full set of 4080746 points ---
Entering Unmasked Estep 
Score: -474432960.000000 Penalty: 128350.132812
24->35 Clusters: Score -474432960.000000, best is -474492416.000000

Starting from 25 clusters...
Entering ConstructFrom: 
--- Running on subset of 1360248 points ---
Entering CEM 
Assigned 25 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56753 members 
Mstep: Class 2 contains 56561 members 
Mstep: Class 3 contains 56471 members 
Mstep: Class 4 contains 56822 members 
Mstep: Class 5 contains 56616 members 
Mstep: Class 6 contains 56511 members 
Mstep: Class 7 contains 56663 members 
Mstep: Class 8 contains 56605 members 
Mstep: Class 9 contains 56703 members 
Mstep: Class 10 contains 56631 members 
Mstep: Class 11 contains 56492 members 
Mstep: Class 12 contains 56643 members 
Mstep: Class 13 contains 56728 members 
Mstep: Class 14 contains 56738 members 
Mstep: Class 15 contains 56280 members 
Mstep: Class 16 contains 56857 members 
Mstep: Class 17 contains 56993 members 
Mstep: Class 18 contains 56659 members 
Mstep: Class 19 contains 56625 members 
Mstep: Class 20 contains 56736 members 
Mstep: Class 21 contains 56757 members 
Mstep: Class 22 contains 56923 members 
Mstep: Class 23 contains 56685 members 
Mstep: Class 24 contains 56796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 23. Lose 1011.900696 but Gain 3502.554688
Score: -146506480.000000 Penalty: 80558.601562
Iteration 0F: 24 clusters Score -1.465065e+08 nChanged 1296101
Entering Unmasked Mstep 
Mstep: Class 0 contains 2187 members 
Mstep: Class 1 contains 47578 members 
Mstep: Class 2 contains 53895 members 
Mstep: Class 3 contains 41113 members 
Mstep: Class 4 contains 59798 members 
Mstep: Class 5 contains 27997 members 
Mstep: Class 6 contains 34627 members 
Mstep: Class 7 contains 52970 members 
Mstep: Class 8 contains 21050 members 
Mstep: Class 9 contains 72556 members 
Mstep: Class 10 contains 75787 members 
Mstep: Class 11 contains 29903 members 
Mstep: Class 12 contains 113992 members 
Mstep: Class 13 contains 58939 members 
Mstep: Class 14 contains 52086 members 
Mstep: Class 15 contains 43263 members 
Mstep: Class 16 contains 154070 members 
Mstep: Class 17 contains 38473 members 
Mstep: Class 18 contains 36746 members 
Mstep: Class 19 contains 40630 members 
Mstep: Class 20 contains 49876 members 
Mstep: Class 21 contains 48311 members 
Mstep: Class 22 contains 36712 members 
Mstep: Class 24 contains 167689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151637632.000000 Penalty: 80558.601562
Iteration 1F: 24 clusters Score -1.516376e+08 nChanged 608075
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 63029 members 
Mstep: Class 2 contains 37232 members 
Mstep: Class 3 contains 32836 members 
Mstep: Class 4 contains 74135 members 
Mstep: Class 5 contains 14336 members 
Mstep: Class 6 contains 19027 members 
Mstep: Class 7 contains 18844 members 
Mstep: Class 8 contains 16637 members 
Mstep: Class 9 contains 116826 members 
Mstep: Class 10 contains 63339 members 
Mstep: Class 11 contains 24802 members 
Mstep: Class 12 contains 98444 members 
Mstep: Class 13 contains 89219 members 
Mstep: Class 14 contains 31716 members 
Mstep: Class 15 contains 30364 members 
Mstep: Class 16 contains 330850 members 
Mstep: Class 17 contains 18863 members 
Mstep: Class 18 contains 27601 members 
Mstep: Class 19 contains 38604 members 
Mstep: Class 20 contains 27422 members 
Mstep: Class 21 contains 38989 members 
Mstep: Class 22 contains 37180 members 
Mstep: Class 24 contains 109496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153229024.000000 Penalty: 80558.601562
Iteration 2F: 24 clusters Score -1.53229e+08 nChanged 383375
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 54792 members 
Mstep: Class 2 contains 26560 members 
Mstep: Class 3 contains 32531 members 
Mstep: Class 4 contains 93557 members 
Mstep: Class 5 contains 18753 members 
Mstep: Class 6 contains 12366 members 
Mstep: Class 7 contains 6307 members 
Mstep: Class 8 contains 14406 members 
Mstep: Class 9 contains 111354 members 
Mstep: Class 10 contains 60980 members 
Mstep: Class 11 contains 19718 members 
Mstep: Class 12 contains 101738 members 
Mstep: Class 13 contains 90264 members 
Mstep: Class 14 contains 37268 members 
Mstep: Class 15 contains 26703 members 
Mstep: Class 16 contains 405401 members 
Mstep: Class 17 contains 12369 members 
Mstep: Class 18 contains 35272 members 
Mstep: Class 19 contains 21848 members 
Mstep: Class 20 contains 19952 members 
Mstep: Class 21 contains 35641 members 
Mstep: Class 22 contains 35292 members 
Mstep: Class 24 contains 87107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 3170.806152 but Gain 3502.546875
Score: -153769600.000000 Penalty: 77056.054688
Iteration 3F: 23 clusters Score -1.537696e+08 nChanged 288615
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 54772 members 
Mstep: Class 2 contains 18145 members 
Mstep: Class 3 contains 37107 members 
Mstep: Class 4 contains 132377 members 
Mstep: Class 5 contains 20716 members 
Mstep: Class 6 contains 12839 members 
Mstep: Class 8 contains 13491 members 
Mstep: Class 9 contains 104909 members 
Mstep: Class 10 contains 56955 members 
Mstep: Class 11 contains 13883 members 
Mstep: Class 12 contains 115536 members 
Mstep: Class 13 contains 98032 members 
Mstep: Class 14 contains 48294 members 
Mstep: Class 15 contains 28755 members 
Mstep: Class 16 contains 372972 members 
Mstep: Class 17 contains 9992 members 
Mstep: Class 18 contains 44038 members 
Mstep: Class 19 contains 13948 members 
Mstep: Class 20 contains 16770 members 
Mstep: Class 21 contains 35499 members 
Mstep: Class 22 contains 35719 members 
Mstep: Class 24 contains 75468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154332560.000000 Penalty: 77056.054688
Iteration 4F: 23 clusters Score -1.543326e+08 nChanged 228633
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 60402 members 
Mstep: Class 2 contains 12115 members 
Mstep: Class 3 contains 42427 members 
Mstep: Class 4 contains 181973 members 
Mstep: Class 5 contains 20926 members 
Mstep: Class 6 contains 12969 members 
Mstep: Class 8 contains 13212 members 
Mstep: Class 9 contains 88543 members 
Mstep: Class 10 contains 44001 members 
Mstep: Class 11 contains 10206 members 
Mstep: Class 12 contains 133021 members 
Mstep: Class 13 contains 111789 members 
Mstep: Class 14 contains 49737 members 
Mstep: Class 15 contains 27802 members 
Mstep: Class 16 contains 329981 members 
Mstep: Class 17 contains 8853 members 
Mstep: Class 18 contains 48753 members 
Mstep: Class 19 contains 10184 members 
Mstep: Class 20 contains 14846 members 
Mstep: Class 21 contains 34093 members 
Mstep: Class 22 contains 34256 members 
Mstep: Class 24 contains 70142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154681664.000000 Penalty: 77056.054688
Iteration 5F: 23 clusters Score -1.546817e+08 nChanged 181206
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 66348 members 
Mstep: Class 2 contains 8077 members 
Mstep: Class 3 contains 48761 members 
Mstep: Class 4 contains 227118 members 
Mstep: Class 5 contains 20524 members 
Mstep: Class 6 contains 12999 members 
Mstep: Class 8 contains 13139 members 
Mstep: Class 9 contains 72332 members 
Mstep: Class 10 contains 28561 members 
Mstep: Class 11 contains 8065 members 
Mstep: Class 12 contains 145088 members 
Mstep: Class 13 contains 121309 members 
Mstep: Class 14 contains 48198 members 
Mstep: Class 15 contains 22895 members 
Mstep: Class 16 contains 303616 members 
Mstep: Class 17 contains 8964 members 
Mstep: Class 18 contains 51134 members 
Mstep: Class 19 contains 7539 members 
Mstep: Class 20 contains 14632 members 
Mstep: Class 21 contains 31196 members 
Mstep: Class 22 contains 29694 members 
Mstep: Class 24 contains 70042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154881600.000000 Penalty: 77056.054688
Iteration 6F: 23 clusters Score -1.548816e+08 nChanged 145984
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 72518 members 
Mstep: Class 2 contains 5440 members 
Mstep: Class 3 contains 56176 members 
Mstep: Class 4 contains 264745 members 
Mstep: Class 5 contains 19993 members 
Mstep: Class 6 contains 13142 members 
Mstep: Class 8 contains 13098 members 
Mstep: Class 9 contains 58967 members 
Mstep: Class 10 contains 16149 members 
Mstep: Class 11 contains 7344 members 
Mstep: Class 12 contains 153503 members 
Mstep: Class 13 contains 126821 members 
Mstep: Class 14 contains 46632 members 
Mstep: Class 15 contains 17615 members 
Mstep: Class 16 contains 284062 members 
Mstep: Class 17 contains 9382 members 
Mstep: Class 18 contains 53372 members 
Mstep: Class 19 contains 5939 members 
Mstep: Class 20 contains 13663 members 
Mstep: Class 21 contains 28470 members 
Mstep: Class 22 contains 24631 members 
Mstep: Class 24 contains 68572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155005840.000000 Penalty: 77056.054688
Iteration 7F: 23 clusters Score -1.550058e+08 nChanged 124007
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 80943 members 
Mstep: Class 2 contains 3525 members 
Mstep: Class 3 contains 63409 members 
Mstep: Class 4 contains 292042 members 
Mstep: Class 5 contains 19623 members 
Mstep: Class 6 contains 13448 members 
Mstep: Class 8 contains 13066 members 
Mstep: Class 9 contains 48410 members 
Mstep: Class 10 contains 8519 members 
Mstep: Class 11 contains 7627 members 
Mstep: Class 12 contains 160098 members 
Mstep: Class 13 contains 129788 members 
Mstep: Class 14 contains 45610 members 
Mstep: Class 15 contains 14291 members 
Mstep: Class 16 contains 263320 members 
Mstep: Class 17 contains 9991 members 
Mstep: Class 18 contains 55800 members 
Mstep: Class 19 contains 4889 members 
Mstep: Class 20 contains 11762 members 
Mstep: Class 21 contains 26823 members 
Mstep: Class 22 contains 20994 members 
Mstep: Class 24 contains 66258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 3061.108398 but Gain 3502.546875
Score: -155136032.000000 Penalty: 73553.507812
Iteration 8F: 22 clusters Score -1.55136e+08 nChanged 104597
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 90944 members 
Mstep: Class 3 contains 69328 members 
Mstep: Class 4 contains 306665 members 
Mstep: Class 5 contains 19467 members 
Mstep: Class 6 contains 14213 members 
Mstep: Class 8 contains 13044 members 
Mstep: Class 9 contains 39309 members 
Mstep: Class 10 contains 4569 members 
Mstep: Class 11 contains 8672 members 
Mstep: Class 12 contains 165686 members 
Mstep: Class 13 contains 131614 members 
Mstep: Class 14 contains 45077 members 
Mstep: Class 15 contains 12983 members 
Mstep: Class 16 contains 246966 members 
Mstep: Class 17 contains 10729 members 
Mstep: Class 18 contains 57743 members 
Mstep: Class 19 contains 4265 members 
Mstep: Class 20 contains 9840 members 
Mstep: Class 21 contains 26153 members 
Mstep: Class 22 contains 19120 members 
Mstep: Class 24 contains 63852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 2805.634033 but Gain 3502.546875
Score: -155262352.000000 Penalty: 70050.960938
Iteration 9F: 21 clusters Score -1.552624e+08 nChanged 87935
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 101020 members 
Mstep: Class 3 contains 75673 members 
Mstep: Class 4 contains 305148 members 
Mstep: Class 5 contains 19579 members 
Mstep: Class 6 contains 14703 members 
Mstep: Class 8 contains 13017 members 
Mstep: Class 9 contains 31856 members 
Mstep: Class 11 contains 9356 members 
Mstep: Class 12 contains 171180 members 
Mstep: Class 13 contains 133014 members 
Mstep: Class 14 contains 44819 members 
Mstep: Class 15 contains 12870 members 
Mstep: Class 16 contains 238829 members 
Mstep: Class 17 contains 11496 members 
Mstep: Class 18 contains 58881 members 
Mstep: Class 19 contains 3936 members 
Mstep: Class 20 contains 8354 members 
Mstep: Class 21 contains 24975 members 
Mstep: Class 22 contains 19148 members 
Mstep: Class 24 contains 62388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155335536.000000 Penalty: 70050.960938
Iteration 10F: 21 clusters Score -1.553355e+08 nChanged 64109
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 109903 members 
Mstep: Class 3 contains 80720 members 
Mstep: Class 4 contains 296140 members 
Mstep: Class 5 contains 19991 members 
Mstep: Class 6 contains 15035 members 
Mstep: Class 8 contains 13007 members 
Mstep: Class 9 contains 26661 members 
Mstep: Class 11 contains 9831 members 
Mstep: Class 12 contains 176452 members 
Mstep: Class 13 contains 133848 members 
Mstep: Class 14 contains 44759 members 
Mstep: Class 15 contains 13126 members 
Mstep: Class 16 contains 233498 members 
Mstep: Class 17 contains 12084 members 
Mstep: Class 18 contains 59375 members 
Mstep: Class 19 contains 3795 members 
Mstep: Class 20 contains 7468 members 
Mstep: Class 21 contains 23812 members 
Mstep: Class 22 contains 19971 members 
Mstep: Class 24 contains 60766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155375872.000000 Penalty: 70050.960938
Iteration 11Q: 21 clusters Score -1.553759e+08 nChanged 49080
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 117881 members 
Mstep: Class 3 contains 84979 members 
Mstep: Class 4 contains 286019 members 
Mstep: Class 5 contains 20578 members 
Mstep: Class 6 contains 15143 members 
Mstep: Class 8 contains 13003 members 
Mstep: Class 9 contains 23382 members 
Mstep: Class 11 contains 10211 members 
Mstep: Class 12 contains 181619 members 
Mstep: Class 13 contains 134040 members 
Mstep: Class 14 contains 44739 members 
Mstep: Class 15 contains 13396 members 
Mstep: Class 16 contains 229548 members 
Mstep: Class 17 contains 12488 members 
Mstep: Class 18 contains 59613 members 
Mstep: Class 19 contains 3760 members 
Mstep: Class 20 contains 6868 members 
Mstep: Class 21 contains 22916 members 
Mstep: Class 22 contains 20842 members 
Mstep: Class 24 contains 59217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155402304.000000 Penalty: 70050.960938
Iteration 12Q: 21 clusters Score -1.554023e+08 nChanged 39728
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 125002 members 
Mstep: Class 3 contains 88257 members 
Mstep: Class 4 contains 276129 members 
Mstep: Class 5 contains 21282 members 
Mstep: Class 6 contains 15111 members 
Mstep: Class 8 contains 13001 members 
Mstep: Class 9 contains 21270 members 
Mstep: Class 11 contains 10526 members 
Mstep: Class 12 contains 186646 members 
Mstep: Class 13 contains 133759 members 
Mstep: Class 14 contains 44765 members 
Mstep: Class 15 contains 13632 members 
Mstep: Class 16 contains 226545 members 
Mstep: Class 17 contains 12777 members 
Mstep: Class 18 contains 59680 members 
Mstep: Class 19 contains 3759 members 
Mstep: Class 20 contains 6512 members 
Mstep: Class 21 contains 22246 members 
Mstep: Class 22 contains 21477 members 
Mstep: Class 24 contains 57866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155420208.000000 Penalty: 70050.960938
Iteration 13Q: 21 clusters Score -1.554202e+08 nChanged 32760
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 131782 members 
Mstep: Class 3 contains 90808 members 
Mstep: Class 4 contains 266470 members 
Mstep: Class 5 contains 22093 members 
Mstep: Class 6 contains 15106 members 
Mstep: Class 8 contains 13000 members 
Mstep: Class 9 contains 19818 members 
Mstep: Class 11 contains 10825 members 
Mstep: Class 12 contains 191469 members 
Mstep: Class 13 contains 133014 members 
Mstep: Class 14 contains 44769 members 
Mstep: Class 15 contains 13862 members 
Mstep: Class 16 contains 224258 members 
Mstep: Class 17 contains 13005 members 
Mstep: Class 18 contains 59660 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 6286 members 
Mstep: Class 21 contains 21728 members 
Mstep: Class 22 contains 21838 members 
Mstep: Class 24 contains 56681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155434160.000000 Penalty: 70050.960938
Iteration 14Q: 21 clusters Score -1.554342e+08 nChanged 27956
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138253 members 
Mstep: Class 3 contains 92743 members 
Mstep: Class 4 contains 257279 members 
Mstep: Class 5 contains 22922 members 
Mstep: Class 6 contains 15107 members 
Mstep: Class 8 contains 13000 members 
Mstep: Class 9 contains 18849 members 
Mstep: Class 11 contains 11080 members 
Mstep: Class 12 contains 196079 members 
Mstep: Class 13 contains 131883 members 
Mstep: Class 14 contains 44787 members 
Mstep: Class 15 contains 14023 members 
Mstep: Class 16 contains 222543 members 
Mstep: Class 17 contains 13198 members 
Mstep: Class 18 contains 59543 members 
Mstep: Class 19 contains 3781 members 
Mstep: Class 20 contains 6185 members 
Mstep: Class 21 contains 21235 members 
Mstep: Class 22 contains 21964 members 
Mstep: Class 24 contains 55788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155444944.000000 Penalty: 70050.960938
Iteration 15Q: 21 clusters Score -1.554449e+08 nChanged 24734
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 144378 members 
Mstep: Class 3 contains 94286 members 
Mstep: Class 4 contains 248527 members 
Mstep: Class 5 contains 23744 members 
Mstep: Class 6 contains 15085 members 
Mstep: Class 8 contains 13000 members 
Mstep: Class 9 contains 18337 members 
Mstep: Class 11 contains 11262 members 
Mstep: Class 12 contains 200391 members 
Mstep: Class 13 contains 130573 members 
Mstep: Class 14 contains 44795 members 
Mstep: Class 15 contains 14129 members 
Mstep: Class 16 contains 221158 members 
Mstep: Class 17 contains 13345 members 
Mstep: Class 18 contains 59441 members 
Mstep: Class 19 contains 3787 members 
Mstep: Class 20 contains 6120 members 
Mstep: Class 21 contains 20808 members 
Mstep: Class 22 contains 21930 members 
Mstep: Class 24 contains 55146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155453840.000000 Penalty: 70050.960938
Iteration 16Q: 21 clusters Score -1.554538e+08 nChanged 22438
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 150336 members 
Mstep: Class 3 contains 95496 members 
Mstep: Class 4 contains 240248 members 
Mstep: Class 5 contains 24616 members 
Mstep: Class 6 contains 15055 members 
Mstep: Class 8 contains 13002 members 
Mstep: Class 9 contains 18112 members 
Mstep: Class 11 contains 11419 members 
Mstep: Class 12 contains 204337 members 
Mstep: Class 13 contains 129064 members 
Mstep: Class 14 contains 44799 members 
Mstep: Class 15 contains 14180 members 
Mstep: Class 16 contains 220080 members 
Mstep: Class 17 contains 13458 members 
Mstep: Class 18 contains 59355 members 
Mstep: Class 19 contains 3792 members 
Mstep: Class 20 contains 6070 members 
Mstep: Class 21 contains 20360 members 
Mstep: Class 22 contains 21766 members 
Mstep: Class 24 contains 54697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155461552.000000 Penalty: 70050.960938
Iteration 17Q: 21 clusters Score -1.554616e+08 nChanged 20782
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 156012 members 
Mstep: Class 3 contains 96412 members 
Mstep: Class 4 contains 232388 members 
Mstep: Class 5 contains 25449 members 
Mstep: Class 6 contains 14986 members 
Mstep: Class 8 contains 13001 members 
Mstep: Class 9 contains 18172 members 
Mstep: Class 11 contains 11568 members 
Mstep: Class 12 contains 208175 members 
Mstep: Class 13 contains 127337 members 
Mstep: Class 14 contains 44799 members 
Mstep: Class 15 contains 14184 members 
Mstep: Class 16 contains 219274 members 
Mstep: Class 17 contains 13554 members 
Mstep: Class 18 contains 59274 members 
Mstep: Class 19 contains 3799 members 
Mstep: Class 20 contains 6043 members 
Mstep: Class 21 contains 19999 members 
Mstep: Class 22 contains 21472 members 
Mstep: Class 24 contains 54344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155469008.000000 Penalty: 70050.960938
Iteration 18Q: 21 clusters Score -1.55469e+08 nChanged 19348
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 161491 members 
Mstep: Class 3 contains 97080 members 
Mstep: Class 4 contains 224797 members 
Mstep: Class 5 contains 26224 members 
Mstep: Class 6 contains 14934 members 
Mstep: Class 8 contains 13001 members 
Mstep: Class 9 contains 18434 members 
Mstep: Class 11 contains 11745 members 
Mstep: Class 12 contains 211908 members 
Mstep: Class 13 contains 125299 members 
Mstep: Class 14 contains 44801 members 
Mstep: Class 15 contains 14185 members 
Mstep: Class 16 contains 218689 members 
Mstep: Class 17 contains 13634 members 
Mstep: Class 18 contains 59203 members 
Mstep: Class 19 contains 3805 members 
Mstep: Class 20 contains 6022 members 
Mstep: Class 21 contains 19733 members 
Mstep: Class 22 contains 21153 members 
Mstep: Class 24 contains 54104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155475280.000000 Penalty: 70050.960938
Iteration 19Q: 21 clusters Score -1.554753e+08 nChanged 18287
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 166816 members 
Mstep: Class 3 contains 97599 members 
Mstep: Class 4 contains 217448 members 
Mstep: Class 5 contains 26960 members 
Mstep: Class 6 contains 14896 members 
Mstep: Class 8 contains 12999 members 
Mstep: Class 9 contains 18660 members 
Mstep: Class 11 contains 11891 members 
Mstep: Class 12 contains 215526 members 
Mstep: Class 13 contains 123210 members 
Mstep: Class 14 contains 44797 members 
Mstep: Class 15 contains 14162 members 
Mstep: Class 16 contains 218312 members 
Mstep: Class 17 contains 13716 members 
Mstep: Class 18 contains 59128 members 
Mstep: Class 19 contains 3820 members 
Mstep: Class 20 contains 6000 members 
Mstep: Class 21 contains 19512 members 
Mstep: Class 22 contains 20749 members 
Mstep: Class 24 contains 54041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155481456.000000 Penalty: 70050.960938
Iteration 20F: 21 clusters Score -1.554815e+08 nChanged 17342
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 171957 members 
Mstep: Class 3 contains 97946 members 
Mstep: Class 4 contains 210415 members 
Mstep: Class 5 contains 27626 members 
Mstep: Class 6 contains 14855 members 
Mstep: Class 8 contains 12999 members 
Mstep: Class 9 contains 18915 members 
Mstep: Class 11 contains 11969 members 
Mstep: Class 12 contains 218781 members 
Mstep: Class 13 contains 121163 members 
Mstep: Class 14 contains 44796 members 
Mstep: Class 15 contains 14128 members 
Mstep: Class 16 contains 218196 members 
Mstep: Class 17 contains 13792 members 
Mstep: Class 18 contains 59059 members 
Mstep: Class 19 contains 3825 members 
Mstep: Class 20 contains 5982 members 
Mstep: Class 21 contains 19405 members 
Mstep: Class 22 contains 20262 members 
Mstep: Class 24 contains 54171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155486848.000000 Penalty: 70050.960938
Iteration 21Q: 21 clusters Score -1.554868e+08 nChanged 16458
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 176789 members 
Mstep: Class 3 contains 98176 members 
Mstep: Class 4 contains 203737 members 
Mstep: Class 5 contains 28158 members 
Mstep: Class 6 contains 14809 members 
Mstep: Class 8 contains 12999 members 
Mstep: Class 9 contains 19114 members 
Mstep: Class 11 contains 12086 members 
Mstep: Class 12 contains 222005 members 
Mstep: Class 13 contains 119192 members 
Mstep: Class 14 contains 44804 members 
Mstep: Class 15 contains 14076 members 
Mstep: Class 16 contains 218190 members 
Mstep: Class 17 contains 13849 members 
Mstep: Class 18 contains 59006 members 
Mstep: Class 19 contains 3834 members 
Mstep: Class 20 contains 5969 members 
Mstep: Class 21 contains 19308 members 
Mstep: Class 22 contains 19698 members 
Mstep: Class 24 contains 54444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155491632.000000 Penalty: 70050.960938
Iteration 22Q: 21 clusters Score -1.554916e+08 nChanged 15608
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 181325 members 
Mstep: Class 3 contains 98352 members 
Mstep: Class 4 contains 197204 members 
Mstep: Class 5 contains 28585 members 
Mstep: Class 6 contains 14778 members 
Mstep: Class 8 contains 12998 members 
Mstep: Class 9 contains 19229 members 
Mstep: Class 11 contains 12221 members 
Mstep: Class 12 contains 225152 members 
Mstep: Class 13 contains 117310 members 
Mstep: Class 14 contains 44807 members 
Mstep: Class 15 contains 14039 members 
Mstep: Class 16 contains 218194 members 
Mstep: Class 17 contains 13916 members 
Mstep: Class 18 contains 58942 members 
Mstep: Class 19 contains 3856 members 
Mstep: Class 20 contains 5951 members 
Mstep: Class 21 contains 19298 members 
Mstep: Class 22 contains 19190 members 
Mstep: Class 24 contains 54896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155495824.000000 Penalty: 70050.960938
Iteration 23Q: 21 clusters Score -1.554958e+08 nChanged 14721
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 185622 members 
Mstep: Class 3 contains 98486 members 
Mstep: Class 4 contains 190888 members 
Mstep: Class 5 contains 28908 members 
Mstep: Class 6 contains 14770 members 
Mstep: Class 8 contains 12998 members 
Mstep: Class 9 contains 19308 members 
Mstep: Class 11 contains 12395 members 
Mstep: Class 12 contains 227974 members 
Mstep: Class 13 contains 115786 members 
Mstep: Class 14 contains 44814 members 
Mstep: Class 15 contains 13991 members 
Mstep: Class 16 contains 218215 members 
Mstep: Class 17 contains 13959 members 
Mstep: Class 18 contains 58896 members 
Mstep: Class 19 contains 3877 members 
Mstep: Class 20 contains 5945 members 
Mstep: Class 21 contains 19312 members 
Mstep: Class 22 contains 18631 members 
Mstep: Class 24 contains 55468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155499808.000000 Penalty: 70050.960938
Iteration 24Q: 21 clusters Score -1.554998e+08 nChanged 13911
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 189703 members 
Mstep: Class 3 contains 98574 members 
Mstep: Class 4 contains 184883 members 
Mstep: Class 5 contains 29137 members 
Mstep: Class 6 contains 14788 members 
Mstep: Class 8 contains 12997 members 
Mstep: Class 9 contains 19330 members 
Mstep: Class 11 contains 12544 members 
Mstep: Class 12 contains 230564 members 
Mstep: Class 13 contains 114473 members 
Mstep: Class 14 contains 44819 members 
Mstep: Class 15 contains 13926 members 
Mstep: Class 16 contains 218233 members 
Mstep: Class 17 contains 13992 members 
Mstep: Class 18 contains 58860 members 
Mstep: Class 19 contains 3896 members 
Mstep: Class 20 contains 5936 members 
Mstep: Class 21 contains 19350 members 
Mstep: Class 22 contains 18046 members 
Mstep: Class 24 contains 56192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155505120.000000 Penalty: 70050.960938
Iteration 25Q: 21 clusters Score -1.555051e+08 nChanged 13173
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 193387 members 
Mstep: Class 3 contains 98676 members 
Mstep: Class 4 contains 179286 members 
Mstep: Class 5 contains 29357 members 
Mstep: Class 6 contains 14849 members 
Mstep: Class 8 contains 12996 members 
Mstep: Class 9 contains 19337 members 
Mstep: Class 11 contains 12658 members 
Mstep: Class 12 contains 232831 members 
Mstep: Class 13 contains 113367 members 
Mstep: Class 14 contains 44832 members 
Mstep: Class 15 contains 13865 members 
Mstep: Class 16 contains 218228 members 
Mstep: Class 17 contains 14021 members 
Mstep: Class 18 contains 58833 members 
Mstep: Class 19 contains 3919 members 
Mstep: Class 20 contains 5931 members 
Mstep: Class 21 contains 19363 members 
Mstep: Class 22 contains 17476 members 
Mstep: Class 24 contains 57031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155509504.000000 Penalty: 70050.960938
Iteration 26Q: 21 clusters Score -1.555095e+08 nChanged 12680
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 196806 members 
Mstep: Class 3 contains 98772 members 
Mstep: Class 4 contains 174089 members 
Mstep: Class 5 contains 29557 members 
Mstep: Class 6 contains 14926 members 
Mstep: Class 8 contains 12994 members 
Mstep: Class 9 contains 19292 members 
Mstep: Class 11 contains 12787 members 
Mstep: Class 12 contains 234769 members 
Mstep: Class 13 contains 112500 members 
Mstep: Class 14 contains 44844 members 
Mstep: Class 15 contains 13820 members 
Mstep: Class 16 contains 218212 members 
Mstep: Class 17 contains 14044 members 
Mstep: Class 18 contains 58815 members 
Mstep: Class 19 contains 3944 members 
Mstep: Class 20 contains 5922 members 
Mstep: Class 21 contains 19362 members 
Mstep: Class 22 contains 16924 members 
Mstep: Class 24 contains 57864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155513584.000000 Penalty: 70050.960938
Iteration 27Q: 21 clusters Score -1.555136e+08 nChanged 11694
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 199949 members 
Mstep: Class 3 contains 98859 members 
Mstep: Class 4 contains 169151 members 
Mstep: Class 5 contains 29758 members 
Mstep: Class 6 contains 14980 members 
Mstep: Class 8 contains 12993 members 
Mstep: Class 9 contains 19274 members 
Mstep: Class 11 contains 12924 members 
Mstep: Class 12 contains 236302 members 
Mstep: Class 13 contains 111987 members 
Mstep: Class 14 contains 44854 members 
Mstep: Class 15 contains 13774 members 
Mstep: Class 16 contains 218161 members 
Mstep: Class 17 contains 14056 members 
Mstep: Class 18 contains 58806 members 
Mstep: Class 19 contains 3962 members 
Mstep: Class 20 contains 5912 members 
Mstep: Class 21 contains 19432 members 
Mstep: Class 22 contains 16457 members 
Mstep: Class 24 contains 58652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155515856.000000 Penalty: 70050.960938
Iteration 28Q: 21 clusters Score -1.555159e+08 nChanged 10650
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 203270 members 
Mstep: Class 3 contains 98917 members 
Mstep: Class 4 contains 164406 members 
Mstep: Class 5 contains 29906 members 
Mstep: Class 6 contains 15041 members 
Mstep: Class 8 contains 12993 members 
Mstep: Class 9 contains 19268 members 
Mstep: Class 11 contains 13092 members 
Mstep: Class 12 contains 237393 members 
Mstep: Class 13 contains 111724 members 
Mstep: Class 14 contains 44873 members 
Mstep: Class 15 contains 13735 members 
Mstep: Class 16 contains 218128 members 
Mstep: Class 17 contains 14070 members 
Mstep: Class 18 contains 58794 members 
Mstep: Class 19 contains 3980 members 
Mstep: Class 20 contains 5904 members 
Mstep: Class 21 contains 19506 members 
Mstep: Class 22 contains 16020 members 
Mstep: Class 24 contains 59223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155518672.000000 Penalty: 70050.960938
Iteration 29Q: 21 clusters Score -1.555187e+08 nChanged 10009
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 206531 members 
Mstep: Class 3 contains 98985 members 
Mstep: Class 4 contains 159962 members 
Mstep: Class 5 contains 30014 members 
Mstep: Class 6 contains 15064 members 
Mstep: Class 8 contains 12993 members 
Mstep: Class 9 contains 19256 members 
Mstep: Class 11 contains 13267 members 
Mstep: Class 12 contains 238047 members 
Mstep: Class 13 contains 111613 members 
Mstep: Class 14 contains 44887 members 
Mstep: Class 15 contains 13697 members 
Mstep: Class 16 contains 218071 members 
Mstep: Class 17 contains 14088 members 
Mstep: Class 18 contains 58783 members 
Mstep: Class 19 contains 3995 members 
Mstep: Class 20 contains 5899 members 
Mstep: Class 21 contains 19693 members 
Mstep: Class 22 contains 15698 members 
Mstep: Class 24 contains 59700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155521648.000000 Penalty: 70050.960938
Iteration 30Q: 21 clusters Score -1.555216e+08 nChanged 9540
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 209849 members 
Mstep: Class 3 contains 99045 members 
Mstep: Class 4 contains 155766 members 
Mstep: Class 5 contains 30069 members 
Mstep: Class 6 contains 15080 members 
Mstep: Class 8 contains 12993 members 
Mstep: Class 9 contains 19254 members 
Mstep: Class 11 contains 13424 members 
Mstep: Class 12 contains 238220 members 
Mstep: Class 13 contains 111654 members 
Mstep: Class 14 contains 44901 members 
Mstep: Class 15 contains 13655 members 
Mstep: Class 16 contains 218021 members 
Mstep: Class 17 contains 14099 members 
Mstep: Class 18 contains 58776 members 
Mstep: Class 19 contains 4010 members 
Mstep: Class 20 contains 5898 members 
Mstep: Class 21 contains 19878 members 
Mstep: Class 22 contains 15403 members 
Mstep: Class 24 contains 60248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155524592.000000 Penalty: 70050.960938
Iteration 31Q: 21 clusters Score -1.555246e+08 nChanged 8839
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 213308 members 
Mstep: Class 3 contains 99082 members 
Mstep: Class 4 contains 151618 members 
Mstep: Class 5 contains 30121 members 
Mstep: Class 6 contains 15090 members 
Mstep: Class 8 contains 12993 members 
Mstep: Class 9 contains 19229 members 
Mstep: Class 11 contains 13656 members 
Mstep: Class 12 contains 238152 members 
Mstep: Class 13 contains 111731 members 
Mstep: Class 14 contains 44915 members 
Mstep: Class 15 contains 13613 members 
Mstep: Class 16 contains 218004 members 
Mstep: Class 17 contains 14104 members 
Mstep: Class 18 contains 58772 members 
Mstep: Class 19 contains 4022 members 
Mstep: Class 20 contains 5901 members 
Mstep: Class 21 contains 19825 members 
Mstep: Class 22 contains 15162 members 
Mstep: Class 24 contains 60945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155527168.000000 Penalty: 70050.960938
Iteration 32Q: 21 clusters Score -1.555272e+08 nChanged 8125
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 216689 members 
Mstep: Class 3 contains 99117 members 
Mstep: Class 4 contains 147769 members 
Mstep: Class 5 contains 30146 members 
Mstep: Class 6 contains 15096 members 
Mstep: Class 8 contains 12995 members 
Mstep: Class 9 contains 19206 members 
Mstep: Class 11 contains 13855 members 
Mstep: Class 12 contains 237862 members 
Mstep: Class 13 contains 111879 members 
Mstep: Class 14 contains 44928 members 
Mstep: Class 15 contains 13581 members 
Mstep: Class 16 contains 217983 members 
Mstep: Class 17 contains 14107 members 
Mstep: Class 18 contains 58767 members 
Mstep: Class 19 contains 4028 members 
Mstep: Class 20 contains 5905 members 
Mstep: Class 21 contains 19618 members 
Mstep: Class 22 contains 14948 members 
Mstep: Class 24 contains 61764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155527840.000000 Penalty: 70050.960938
Iteration 33Q: 21 clusters Score -1.555278e+08 nChanged 7731
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 220108 members 
Mstep: Class 3 contains 99141 members 
Mstep: Class 4 contains 144049 members 
Mstep: Class 5 contains 30151 members 
Mstep: Class 6 contains 15095 members 
Mstep: Class 8 contains 12995 members 
Mstep: Class 9 contains 19182 members 
Mstep: Class 11 contains 14032 members 
Mstep: Class 12 contains 237493 members 
Mstep: Class 13 contains 112075 members 
Mstep: Class 14 contains 44952 members 
Mstep: Class 15 contains 13570 members 
Mstep: Class 16 contains 217957 members 
Mstep: Class 17 contains 14115 members 
Mstep: Class 18 contains 58761 members 
Mstep: Class 19 contains 4035 members 
Mstep: Class 20 contains 5899 members 
Mstep: Class 21 contains 19254 members 
Mstep: Class 22 contains 14746 members 
Mstep: Class 24 contains 62633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155529440.000000 Penalty: 70050.960938
Iteration 34Q: 21 clusters Score -1.555294e+08 nChanged 7457
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 223477 members 
Mstep: Class 3 contains 99154 members 
Mstep: Class 4 contains 140489 members 
Mstep: Class 5 contains 30138 members 
Mstep: Class 6 contains 15105 members 
Mstep: Class 8 contains 12996 members 
Mstep: Class 9 contains 19150 members 
Mstep: Class 11 contains 14208 members 
Mstep: Class 12 contains 237020 members 
Mstep: Class 13 contains 112331 members 
Mstep: Class 14 contains 44973 members 
Mstep: Class 15 contains 13555 members 
Mstep: Class 16 contains 217930 members 
Mstep: Class 17 contains 14125 members 
Mstep: Class 18 contains 58751 members 
Mstep: Class 19 contains 4048 members 
Mstep: Class 20 contains 5899 members 
Mstep: Class 21 contains 18844 members 
Mstep: Class 22 contains 14572 members 
Mstep: Class 24 contains 63478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155531472.000000 Penalty: 70050.960938
Iteration 35Q: 21 clusters Score -1.555315e+08 nChanged 7165
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 226747 members 
Mstep: Class 3 contains 99173 members 
Mstep: Class 4 contains 137346 members 
Mstep: Class 5 contains 30120 members 
Mstep: Class 6 contains 15106 members 
Mstep: Class 8 contains 12995 members 
Mstep: Class 9 contains 19120 members 
Mstep: Class 11 contains 14372 members 
Mstep: Class 12 contains 236430 members 
Mstep: Class 13 contains 112564 members 
Mstep: Class 14 contains 44993 members 
Mstep: Class 15 contains 13537 members 
Mstep: Class 16 contains 217888 members 
Mstep: Class 17 contains 14140 members 
Mstep: Class 18 contains 58737 members 
Mstep: Class 19 contains 4060 members 
Mstep: Class 20 contains 5901 members 
Mstep: Class 21 contains 18353 members 
Mstep: Class 22 contains 14430 members 
Mstep: Class 24 contains 64231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155532752.000000 Penalty: 70050.960938
Iteration 36Q: 21 clusters Score -1.555328e+08 nChanged 6695
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 229748 members 
Mstep: Class 3 contains 99194 members 
Mstep: Class 4 contains 134561 members 
Mstep: Class 5 contains 30090 members 
Mstep: Class 6 contains 15093 members 
Mstep: Class 8 contains 12995 members 
Mstep: Class 9 contains 19102 members 
Mstep: Class 11 contains 14607 members 
Mstep: Class 12 contains 235796 members 
Mstep: Class 13 contains 112784 members 
Mstep: Class 14 contains 45014 members 
Mstep: Class 15 contains 13524 members 
Mstep: Class 16 contains 217856 members 
Mstep: Class 17 contains 14152 members 
Mstep: Class 18 contains 58725 members 
Mstep: Class 19 contains 4070 members 
Mstep: Class 20 contains 5908 members 
Mstep: Class 21 contains 17825 members 
Mstep: Class 22 contains 14305 members 
Mstep: Class 24 contains 64894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155533632.000000 Penalty: 70050.960938
Iteration 37Q: 21 clusters Score -1.555336e+08 nChanged 6224
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 232475 members 
Mstep: Class 3 contains 99203 members 
Mstep: Class 4 contains 132082 members 
Mstep: Class 5 contains 30061 members 
Mstep: Class 6 contains 15080 members 
Mstep: Class 8 contains 12995 members 
Mstep: Class 9 contains 19099 members 
Mstep: Class 11 contains 14882 members 
Mstep: Class 12 contains 235098 members 
Mstep: Class 13 contains 113009 members 
Mstep: Class 14 contains 45039 members 
Mstep: Class 15 contains 13521 members 
Mstep: Class 16 contains 217795 members 
Mstep: Class 17 contains 14159 members 
Mstep: Class 18 contains 58717 members 
Mstep: Class 19 contains 4076 members 
Mstep: Class 20 contains 5908 members 
Mstep: Class 21 contains 17362 members 
Mstep: Class 22 contains 14192 members 
Mstep: Class 24 contains 65490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155534624.000000 Penalty: 70050.960938
Iteration 38Q: 21 clusters Score -1.555346e+08 nChanged 5840
Entering ConstructFrom: 
Score: -155534624.000000 Penalty: 70050.960938
Entering ConstructFrom: 
Trying to split cluster 1 (234924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234924 members 
Entering Unmasked Estep 
Score: -27719200.000000 Penalty: 3067.020508
	Iteration 0F: 2 clusters Score -2.77192e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117286 members 
Mstep: Class 2 contains 117638 members 
Entering Unmasked Estep 
Score: -27568382.000000 Penalty: 6134.041016
	Iteration 0F: 3 clusters Score -2.756838e+07 nChanged 113238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111476 members 
Mstep: Class 2 contains 123448 members 
Entering Unmasked Estep 
Score: -27637438.000000 Penalty: 6134.041016
	Iteration 1F: 3 clusters Score -2.763744e+07 nChanged 8823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107319 members 
Mstep: Class 2 contains 127605 members 
Entering Unmasked Estep 
Score: -27640624.000000 Penalty: 6134.041016
	Iteration 2Q: 3 clusters Score -2.764062e+07 nChanged 11590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100335 members 
Mstep: Class 2 contains 134589 members 
Entering Unmasked Estep 
Score: -27645946.000000 Penalty: 6134.041016
	Iteration 3Q: 3 clusters Score -2.764595e+07 nChanged 15418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89143 members 
Mstep: Class 2 contains 145781 members 
Entering Unmasked Estep 
Score: -27654934.000000 Penalty: 6134.041016
	Iteration 4F: 3 clusters Score -2.765493e+07 nChanged 18639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73916 members 
Mstep: Class 2 contains 161008 members 
Entering Unmasked Estep 
Score: -27668412.000000 Penalty: 6134.041016
	Iteration 5F: 3 clusters Score -2.766841e+07 nChanged 19484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56760 members 
Mstep: Class 2 contains 178164 members 
Entering Unmasked Estep 
Score: -27683330.000000 Penalty: 6134.041016
	Iteration 6F: 3 clusters Score -2.768333e+07 nChanged 16777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41437 members 
Mstep: Class 2 contains 193487 members 
Entering Unmasked Estep 
Score: -27696242.000000 Penalty: 6134.041016
	Iteration 7F: 3 clusters Score -2.769624e+07 nChanged 11499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30766 members 
Mstep: Class 2 contains 204158 members 
Entering Unmasked Estep 
Score: -27706290.000000 Penalty: 6134.041016
	Iteration 8Q: 3 clusters Score -2.770629e+07 nChanged 6877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24429 members 
Mstep: Class 2 contains 210495 members 
Entering Unmasked Estep 
Score: -27711928.000000 Penalty: 6134.041016
	Iteration 9Q: 3 clusters Score -2.771193e+07 nChanged 4128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20763 members 
Mstep: Class 2 contains 214161 members 
Entering Unmasked Estep 
Score: -27714686.000000 Penalty: 6134.041016
	Iteration 10Q: 3 clusters Score -2.771469e+07 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18143 members 
Mstep: Class 2 contains 216781 members 
Entering Unmasked Estep 
Score: -27715842.000000 Penalty: 6134.041016
	Iteration 11Q: 3 clusters Score -2.771584e+07 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16106 members 
Mstep: Class 2 contains 218818 members 
Entering Unmasked Estep 
Score: -27716524.000000 Penalty: 6134.041016
	Iteration 12Q: 3 clusters Score -2.771652e+07 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14484 members 
Mstep: Class 2 contains 220440 members 
Entering Unmasked Estep 
Score: -27716944.000000 Penalty: 6134.041016
	Iteration 13Q: 3 clusters Score -2.771694e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13098 members 
Mstep: Class 2 contains 221826 members 
Entering Unmasked Estep 
Score: -27717268.000000 Penalty: 6134.041016
	Iteration 14Q: 3 clusters Score -2.771727e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11887 members 
Mstep: Class 2 contains 223037 members 
Entering Unmasked Estep 
Score: -27717478.000000 Penalty: 6134.041016
	Iteration 15Q: 3 clusters Score -2.771748e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 224022 members 
Entering Unmasked Estep 
Score: -27717632.000000 Penalty: 6134.041016
	Iteration 16Q: 3 clusters Score -2.771763e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 224897 members 
Entering Unmasked Estep 
Score: -27717884.000000 Penalty: 6134.041016
	Iteration 17Q: 3 clusters Score -2.771788e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 225668 members 
Entering Unmasked Estep 
Score: -27717890.000000 Penalty: 6134.041016
	Iteration 18Q: 3 clusters Score -2.771789e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 226316 members 
Entering Unmasked Estep 
Score: -27718010.000000 Penalty: 6134.041016
	Iteration 19Q: 3 clusters Score -2.771801e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 226883 members 
Entering Unmasked Estep 
Score: -27718156.000000 Penalty: 6134.041016
	Iteration 20F: 3 clusters Score -2.771816e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 227340 members 
Entering Unmasked Estep 
Score: -27718160.000000 Penalty: 6134.041016
	Iteration 21Q: 3 clusters Score -2.771816e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 227718 members 
Entering Unmasked Estep 
Score: -27718168.000000 Penalty: 6134.041016
	Iteration 22Q: 3 clusters Score -2.771817e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 228042 members 
Entering Unmasked Estep 
Score: -27718210.000000 Penalty: 6134.041016
	Iteration 23Q: 3 clusters Score -2.771821e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 228306 members 
Entering Unmasked Estep 
Score: -27718236.000000 Penalty: 6134.041016
	Iteration 24Q: 3 clusters Score -2.771824e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 228523 members 
Entering Unmasked Estep 
Score: -27718226.000000 Penalty: 6134.041016
	Iteration 25Q: 3 clusters Score -2.771823e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 228713 members 
Entering Unmasked Estep 
Score: -27718220.000000 Penalty: 6134.041016
	Iteration 26Q: 3 clusters Score -2.771822e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 228864 members 
Entering Unmasked Estep 
Score: -27718244.000000 Penalty: 6134.041016
	Iteration 27Q: 3 clusters Score -2.771824e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 229000 members 
Entering Unmasked Estep 
Score: -27718240.000000 Penalty: 6134.041016
	Iteration 28Q: 3 clusters Score -2.771824e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 229113 members 
Entering Unmasked Estep 
Score: -27718306.000000 Penalty: 6134.041016
	Iteration 29Q: 3 clusters Score -2.771831e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 229215 members 
Entering Unmasked Estep 
Score: -27718286.000000 Penalty: 6134.041016
	Iteration 30Q: 3 clusters Score -2.771829e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 229318 members 
Entering Unmasked Estep 
Score: -27718322.000000 Penalty: 6134.041016
	Iteration 31Q: 3 clusters Score -2.771832e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 229430 members 
Entering Unmasked Estep 
Score: -27718304.000000 Penalty: 6134.041016
	Iteration 32Q: 3 clusters Score -2.77183e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 229535 members 
Entering Unmasked Estep 
Score: -27718284.000000 Penalty: 6134.041016
	Iteration 33Q: 3 clusters Score -2.771828e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 229618 members 
Entering Unmasked Estep 
Score: -27718270.000000 Penalty: 6134.041016
	Iteration 34Q: 3 clusters Score -2.771827e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 229694 members 
Entering Unmasked Estep 
Score: -27718308.000000 Penalty: 6134.041016
	Iteration 35Q: 3 clusters Score -2.771831e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 229762 members 
Entering Unmasked Estep 
Score: -27718318.000000 Penalty: 6134.041016
	Iteration 36Q: 3 clusters Score -2.771832e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 229819 members 
Entering Unmasked Estep 
Score: -27718346.000000 Penalty: 6134.041016
	Iteration 37Q: 3 clusters Score -2.771835e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 229881 members 
Entering Unmasked Estep 
Score: -27718386.000000 Penalty: 6134.041016
	Iteration 38Q: 3 clusters Score -2.771839e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 229927 members 
Entering Unmasked Estep 
Score: -27718418.000000 Penalty: 6134.041016
	Iteration 39Q: 3 clusters Score -2.771842e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 229966 members 
Entering Unmasked Estep 
Score: -27718446.000000 Penalty: 6134.041016
	Iteration 40F: 3 clusters Score -2.771845e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 230005 members 
Entering Unmasked Estep 
Score: -27718446.000000 Penalty: 6134.041016
	Iteration 41Q: 3 clusters Score -2.771845e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 230046 members 
Entering Unmasked Estep 
Score: -27718434.000000 Penalty: 6134.041016
	Iteration 42Q: 3 clusters Score -2.771843e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 230087 members 
Entering Unmasked Estep 
Score: -27718418.000000 Penalty: 6134.041016
	Iteration 43Q: 3 clusters Score -2.771842e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 230124 members 
Entering Unmasked Estep 
Score: -27718416.000000 Penalty: 6134.041016
	Iteration 44Q: 3 clusters Score -2.771842e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 230150 members 
Entering Unmasked Estep 
Score: -27718426.000000 Penalty: 6134.041016
	Iteration 45Q: 3 clusters Score -2.771843e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 230175 members 
Entering Unmasked Estep 
Score: -27718432.000000 Penalty: 6134.041016
	Iteration 46Q: 3 clusters Score -2.771843e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 230199 members 
Entering Unmasked Estep 
Score: -27718446.000000 Penalty: 6134.041016
	Iteration 47Q: 3 clusters Score -2.771845e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 230211 members 
Entering Unmasked Estep 
Score: -27718462.000000 Penalty: 6134.041016
	Iteration 48Q: 3 clusters Score -2.771846e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 230225 members 
Entering Unmasked Estep 
Score: -27718468.000000 Penalty: 6134.041016
	Iteration 49Q: 3 clusters Score -2.771847e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 230236 members 
Entering Unmasked Estep 
Score: -27718470.000000 Penalty: 6134.041016
	Iteration 50Q: 3 clusters Score -2.771847e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 230248 members 
Entering Unmasked Estep 
Score: -27718474.000000 Penalty: 6134.041016
	Iteration 51Q: 3 clusters Score -2.771847e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 230253 members 
Entering Unmasked Estep 
Score: -27718460.000000 Penalty: 6134.041016
	Iteration 52Q: 3 clusters Score -2.771846e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 230255 members 
Entering Unmasked Estep 
Score: -27718460.000000 Penalty: 6134.041016
	Iteration 53Q: 3 clusters Score -2.771846e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 230257 members 
Entering Unmasked Estep 
Score: -27718454.000000 Penalty: 6134.041016
	Iteration 54Q: 3 clusters Score -2.771845e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 230258 members 
Entering Unmasked Estep 
Score: -27718456.000000 Penalty: 6134.041016
	Iteration 55Q: 3 clusters Score -2.771846e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 230260 members 
Entering Unmasked Estep 
Score: -27718454.000000 Penalty: 6134.041016
	Iteration 56Q: 3 clusters Score -2.771845e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 230261 members 
Entering Unmasked Estep 
Score: -27718452.000000 Penalty: 6134.041016
	Iteration 57Q: 3 clusters Score -2.771845e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 230261 members 
Entering Unmasked Estep 
Score: -27718452.000000 Penalty: 6134.041016
	Iteration 58F: 3 clusters Score -2.771845e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (99226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99226 members 
Entering Unmasked Estep 
Score: -11619748.000000 Penalty: 2853.278564
	Iteration 0F: 2 clusters Score -1.161975e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49323 members 
Mstep: Class 2 contains 49903 members 
Entering Unmasked Estep 
Score: -11553483.000000 Penalty: 5706.557129
	Iteration 0F: 3 clusters Score -1.155348e+07 nChanged 46696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47191 members 
Mstep: Class 2 contains 52035 members 
Entering Unmasked Estep 
Score: -11580335.000000 Penalty: 5706.557129
	Iteration 1F: 3 clusters Score -1.158034e+07 nChanged 3487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46080 members 
Mstep: Class 2 contains 53146 members 
Entering Unmasked Estep 
Score: -11581384.000000 Penalty: 5706.557129
	Iteration 2Q: 3 clusters Score -1.158138e+07 nChanged 3704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44434 members 
Mstep: Class 2 contains 54792 members 
Entering Unmasked Estep 
Score: -11582721.000000 Penalty: 5706.557129
	Iteration 3Q: 3 clusters Score -1.158272e+07 nChanged 4203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42081 members 
Mstep: Class 2 contains 57145 members 
Entering Unmasked Estep 
Score: -11584468.000000 Penalty: 5706.557129
	Iteration 4Q: 3 clusters Score -1.158447e+07 nChanged 4767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38922 members 
Mstep: Class 2 contains 60304 members 
Entering Unmasked Estep 
Score: -11586993.000000 Penalty: 5706.557129
	Iteration 5Q: 3 clusters Score -1.158699e+07 nChanged 5501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34819 members 
Mstep: Class 2 contains 64407 members 
Entering Unmasked Estep 
Score: -11590638.000000 Penalty: 5706.557129
	Iteration 6F: 3 clusters Score -1.159064e+07 nChanged 6069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29736 members 
Mstep: Class 2 contains 69490 members 
Entering Unmasked Estep 
Score: -11595358.000000 Penalty: 5706.557129
	Iteration 7F: 3 clusters Score -1.159536e+07 nChanged 6401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23921 members 
Mstep: Class 2 contains 75305 members 
Entering Unmasked Estep 
Score: -11600872.000000 Penalty: 5706.557129
	Iteration 8F: 3 clusters Score -1.160087e+07 nChanged 6021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18294 members 
Mstep: Class 2 contains 80932 members 
Entering Unmasked Estep 
Score: -11605835.000000 Penalty: 5706.557129
	Iteration 9F: 3 clusters Score -1.160584e+07 nChanged 4952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 85690 members 
Entering Unmasked Estep 
Score: -11609605.000000 Penalty: 5706.557129
	Iteration 10Q: 3 clusters Score -1.16096e+07 nChanged 3879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 89475 members 
Entering Unmasked Estep 
Score: -11612338.000000 Penalty: 5706.557129
	Iteration 11Q: 3 clusters Score -1.161234e+07 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 92227 members 
Entering Unmasked Estep 
Score: -11614205.000000 Penalty: 5706.557129
	Iteration 12Q: 3 clusters Score -1.16142e+07 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 94104 members 
Entering Unmasked Estep 
Score: -11615262.000000 Penalty: 5706.557129
	Iteration 13Q: 3 clusters Score -1.161526e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 95266 members 
Entering Unmasked Estep 
Score: -11615927.000000 Penalty: 5706.557129
	Iteration 14Q: 3 clusters Score -1.161593e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 96044 members 
Entering Unmasked Estep 
Score: -11616379.000000 Penalty: 5706.557129
	Iteration 15Q: 3 clusters Score -1.161638e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 96576 members 
Entering Unmasked Estep 
Score: -11616620.000000 Penalty: 5706.557129
	Iteration 16Q: 3 clusters Score -1.161662e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 96941 members 
Entering Unmasked Estep 
Score: -11616777.000000 Penalty: 5706.557129
	Iteration 17Q: 3 clusters Score -1.161678e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 97199 members 
Entering Unmasked Estep 
Score: -11616934.000000 Penalty: 5706.557129
	Iteration 18Q: 3 clusters Score -1.161693e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 97412 members 
Entering Unmasked Estep 
Score: -11617032.000000 Penalty: 5706.557129
	Iteration 19Q: 3 clusters Score -1.161703e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 97561 members 
Entering Unmasked Estep 
Score: -11617111.000000 Penalty: 5706.557129
	Iteration 20F: 3 clusters Score -1.161711e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 97660 members 
Entering Unmasked Estep 
Score: -11617172.000000 Penalty: 5706.557129
	Iteration 21Q: 3 clusters Score -1.161717e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 97732 members 
Entering Unmasked Estep 
Score: -11617227.000000 Penalty: 5706.557129
	Iteration 22Q: 3 clusters Score -1.161723e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 97798 members 
Entering Unmasked Estep 
Score: -11617274.000000 Penalty: 5706.557129
	Iteration 23Q: 3 clusters Score -1.161727e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 97849 members 
Entering Unmasked Estep 
Score: -11617269.000000 Penalty: 5706.557129
	Iteration 24Q: 3 clusters Score -1.161727e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 97895 members 
Entering Unmasked Estep 
Score: -11617289.000000 Penalty: 5706.557129
	Iteration 25Q: 3 clusters Score -1.161729e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 97928 members 
Entering Unmasked Estep 
Score: -11617330.000000 Penalty: 5706.557129
	Iteration 26Q: 3 clusters Score -1.161733e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 97952 members 
Entering Unmasked Estep 
Score: -11617347.000000 Penalty: 5706.557129
	Iteration 27Q: 3 clusters Score -1.161735e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 97982 members 
Entering Unmasked Estep 
Score: -11617352.000000 Penalty: 5706.557129
	Iteration 28Q: 3 clusters Score -1.161735e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 98014 members 
Entering Unmasked Estep 
Score: -11617364.000000 Penalty: 5706.557129
	Iteration 29Q: 3 clusters Score -1.161736e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 98031 members 
Entering Unmasked Estep 
Score: -11617385.000000 Penalty: 5706.557129
	Iteration 30Q: 3 clusters Score -1.161738e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 98055 members 
Entering Unmasked Estep 
Score: -11617399.000000 Penalty: 5706.557129
	Iteration 31Q: 3 clusters Score -1.16174e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 98081 members 
Entering Unmasked Estep 
Score: -11617407.000000 Penalty: 5706.557129
	Iteration 32Q: 3 clusters Score -1.161741e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 98093 members 
Entering Unmasked Estep 
Score: -11617422.000000 Penalty: 5706.557129
	Iteration 33Q: 3 clusters Score -1.161742e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 98108 members 
Entering Unmasked Estep 
Score: -11617421.000000 Penalty: 5706.557129
	Iteration 34Q: 3 clusters Score -1.161742e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 98119 members 
Entering Unmasked Estep 
Score: -11617426.000000 Penalty: 5706.557129
	Iteration 35Q: 3 clusters Score -1.161743e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 98133 members 
Entering Unmasked Estep 
Score: -11617418.000000 Penalty: 5706.557129
	Iteration 36Q: 3 clusters Score -1.161742e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 98137 members 
Entering Unmasked Estep 
Score: -11617426.000000 Penalty: 5706.557129
	Iteration 37Q: 3 clusters Score -1.161743e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 98140 members 
Entering Unmasked Estep 
Score: -11617429.000000 Penalty: 5706.557129
	Iteration 38Q: 3 clusters Score -1.161743e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 98146 members 
Entering Unmasked Estep 
Score: -11617443.000000 Penalty: 5706.557129
	Iteration 39Q: 3 clusters Score -1.161744e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 98154 members 
Entering Unmasked Estep 
Score: -11617442.000000 Penalty: 5706.557129
	Iteration 40F: 3 clusters Score -1.161744e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 98165 members 
Entering Unmasked Estep 
Score: -11617441.000000 Penalty: 5706.557129
	Iteration 41Q: 3 clusters Score -1.161744e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 98171 members 
Entering Unmasked Estep 
Score: -11617448.000000 Penalty: 5706.557129
	Iteration 42Q: 3 clusters Score -1.161745e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 98173 members 
Entering Unmasked Estep 
Score: -11617457.000000 Penalty: 5706.557129
	Iteration 43Q: 3 clusters Score -1.161746e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 98183 members 
Entering Unmasked Estep 
Score: -11617460.000000 Penalty: 5706.557129
	Iteration 44Q: 3 clusters Score -1.161746e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 98190 members 
Entering Unmasked Estep 
Score: -11617463.000000 Penalty: 5706.557129
	Iteration 45Q: 3 clusters Score -1.161746e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 98195 members 
Entering Unmasked Estep 
Score: -11617472.000000 Penalty: 5706.557129
	Iteration 46Q: 3 clusters Score -1.161747e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 98197 members 
Entering Unmasked Estep 
Score: -11617484.000000 Penalty: 5706.557129
	Iteration 47Q: 3 clusters Score -1.161748e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 98203 members 
Entering Unmasked Estep 
Score: -11617489.000000 Penalty: 5706.557129
	Iteration 48Q: 3 clusters Score -1.161749e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 98207 members 
Entering Unmasked Estep 
Score: -11617486.000000 Penalty: 5706.557129
	Iteration 49Q: 3 clusters Score -1.161749e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 98212 members 
Entering Unmasked Estep 
Score: -11617490.000000 Penalty: 5706.557129
	Iteration 50Q: 3 clusters Score -1.161749e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 98215 members 
Entering Unmasked Estep 
Score: -11617479.000000 Penalty: 5706.557129
	Iteration 51Q: 3 clusters Score -1.161748e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 98217 members 
Entering Unmasked Estep 
Score: -11617477.000000 Penalty: 5706.557129
	Iteration 52Q: 3 clusters Score -1.161748e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 98217 members 
Entering Unmasked Estep 
Score: -11617485.000000 Penalty: 5706.557129
	Iteration 53Q: 3 clusters Score -1.161748e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 98219 members 
Entering Unmasked Estep 
Score: -11617478.000000 Penalty: 5706.557129
	Iteration 54Q: 3 clusters Score -1.161748e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 98220 members 
Entering Unmasked Estep 
Score: -11617475.000000 Penalty: 5706.557129
	Iteration 55Q: 3 clusters Score -1.161748e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 98221 members 
Entering Unmasked Estep 
Score: -11617482.000000 Penalty: 5706.557129
	Iteration 56Q: 3 clusters Score -1.161748e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 98221 members 
Entering Unmasked Estep 
Score: -11617481.000000 Penalty: 5706.557129
	Iteration 57Q: 3 clusters Score -1.161748e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 98222 members 
Entering Unmasked Estep 
Score: -11617482.000000 Penalty: 5706.557129
	Iteration 58Q: 3 clusters Score -1.161748e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 98223 members 
Entering Unmasked Estep 
Score: -11617486.000000 Penalty: 5706.557129
	Iteration 59Q: 3 clusters Score -1.161749e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 98223 members 
Entering Unmasked Estep 
Score: -11617486.000000 Penalty: 5706.557129
	Iteration 60F: 3 clusters Score -1.161749e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (129892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129892 members 
Entering Unmasked Estep 
Score: -15086325.000000 Penalty: 2920.065918
	Iteration 0F: 2 clusters Score -1.508632e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65417 members 
Mstep: Class 2 contains 64475 members 
Entering Unmasked Estep 
Score: -14999499.000000 Penalty: 5840.131836
	Iteration 0F: 3 clusters Score -1.49995e+07 nChanged 62002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72295 members 
Mstep: Class 2 contains 57597 members 
Entering Unmasked Estep 
Score: -15036171.000000 Penalty: 5840.131836
	Iteration 1F: 3 clusters Score -1.503617e+07 nChanged 5615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76588 members 
Mstep: Class 2 contains 53304 members 
Entering Unmasked Estep 
Score: -15038575.000000 Penalty: 5840.131836
	Iteration 2Q: 3 clusters Score -1.503858e+07 nChanged 7141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82891 members 
Mstep: Class 2 contains 47001 members 
Entering Unmasked Estep 
Score: -15042561.000000 Penalty: 5840.131836
	Iteration 3F: 3 clusters Score -1.504256e+07 nChanged 9162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91617 members 
Mstep: Class 2 contains 38275 members 
Entering Unmasked Estep 
Score: -15049072.000000 Penalty: 5840.131836
	Iteration 4F: 3 clusters Score -1.504907e+07 nChanged 10979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102402 members 
Mstep: Class 2 contains 27490 members 
Entering Unmasked Estep 
Score: -15058583.000000 Penalty: 5840.131836
	Iteration 5F: 3 clusters Score -1.505858e+07 nChanged 10920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113224 members 
Mstep: Class 2 contains 16668 members 
Entering Unmasked Estep 
Score: -15069143.000000 Penalty: 5840.131836
	Iteration 6F: 3 clusters Score -1.506914e+07 nChanged 8314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121478 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -15077119.000000 Penalty: 5840.131836
	Iteration 7F: 3 clusters Score -1.507712e+07 nChanged 4539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125977 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -15081134.000000 Penalty: 5840.131836
	Iteration 8Q: 3 clusters Score -1.508113e+07 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127885 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -15082696.000000 Penalty: 5840.131836
	Iteration 9Q: 3 clusters Score -1.50827e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128687 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -15083307.000000 Penalty: 5840.131836
	Iteration 10Q: 3 clusters Score -1.508331e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129033 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -15083578.000000 Penalty: 5840.131836
	Iteration 11Q: 3 clusters Score -1.508358e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129179 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -15083684.000000 Penalty: 5840.131836
	Iteration 12Q: 3 clusters Score -1.508368e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129261 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -15083798.000000 Penalty: 5840.131836
	Iteration 13Q: 3 clusters Score -1.50838e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129308 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -15083869.000000 Penalty: 5840.131836
	Iteration 14Q: 3 clusters Score -1.508387e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129337 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -15083913.000000 Penalty: 5840.131836
	Iteration 15Q: 3 clusters Score -1.508391e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129352 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -15083914.000000 Penalty: 5840.131836
	Iteration 16Q: 3 clusters Score -1.508391e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129364 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -15083931.000000 Penalty: 5840.131836
	Iteration 17Q: 3 clusters Score -1.508393e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129374 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -15083958.000000 Penalty: 5840.131836
	Iteration 18Q: 3 clusters Score -1.508396e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129383 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -15083961.000000 Penalty: 5840.131836
	Iteration 19Q: 3 clusters Score -1.508396e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129393 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -15083980.000000 Penalty: 5840.131836
	Iteration 20F: 3 clusters Score -1.508398e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129397 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -15084004.000000 Penalty: 5840.131836
	Iteration 21Q: 3 clusters Score -1.5084e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129410 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -15084007.000000 Penalty: 5840.131836
	Iteration 22Q: 3 clusters Score -1.508401e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129412 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -15084019.000000 Penalty: 5840.131836
	Iteration 23Q: 3 clusters Score -1.508402e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129417 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -15084014.000000 Penalty: 5840.131836
	Iteration 24Q: 3 clusters Score -1.508401e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129417 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -15084026.000000 Penalty: 5840.131836
	Iteration 25Q: 3 clusters Score -1.508403e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129418 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -15084027.000000 Penalty: 5840.131836
	Iteration 26Q: 3 clusters Score -1.508403e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129421 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -15084024.000000 Penalty: 5840.131836
	Iteration 27Q: 3 clusters Score -1.508402e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129421 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -15084024.000000 Penalty: 5840.131836
	Iteration 28F: 3 clusters Score -1.508402e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (30028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30028 members 
Entering Unmasked Estep 
Score: -3399728.500000 Penalty: 2556.851807
	Iteration 0F: 2 clusters Score -3399728 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15159 members 
Mstep: Class 2 contains 14869 members 
Entering Unmasked Estep 
Score: -3379244.500000 Penalty: 5113.703613
	Iteration 0F: 3 clusters Score -3379244 nChanged 13736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16325 members 
Mstep: Class 2 contains 13703 members 
Entering Unmasked Estep 
Score: -3388050.750000 Penalty: 5113.703613
	Iteration 1F: 3 clusters Score -3388051 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17462 members 
Mstep: Class 2 contains 12566 members 
Entering Unmasked Estep 
Score: -3390654.250000 Penalty: 5113.703613
	Iteration 2F: 3 clusters Score -3390654 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19179 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -3394342.500000 Penalty: 5113.703613
	Iteration 3F: 3 clusters Score -3394342 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21186 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -3398396.000000 Penalty: 5113.703613
	Iteration 4F: 3 clusters Score -3398396 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22521 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -3401826.000000 Penalty: 5113.703613
	Iteration 5F: 3 clusters Score -3401826 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22924 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -3404727.750000 Penalty: 5113.703613
	Iteration 6F: 3 clusters Score -3404728 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22939 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -3406838.000000 Penalty: 5113.703613
	Iteration 7Q: 3 clusters Score -3406838 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22963 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -3407805.250000 Penalty: 5113.703613
	Iteration 8Q: 3 clusters Score -3407805 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23005 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -3408185.500000 Penalty: 5113.703613
	Iteration 9Q: 3 clusters Score -3408186 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23116 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -3408442.750000 Penalty: 5113.703613
	Iteration 10Q: 3 clusters Score -3408443 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23261 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -3408666.750000 Penalty: 5113.703613
	Iteration 11Q: 3 clusters Score -3408667 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23388 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -3408873.250000 Penalty: 5113.703613
	Iteration 12Q: 3 clusters Score -3408873 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23511 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -3409093.000000 Penalty: 5113.703613
	Iteration 13Q: 3 clusters Score -3409093 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23594 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -3409236.500000 Penalty: 5113.703613
	Iteration 14Q: 3 clusters Score -3409236 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23633 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -3409367.750000 Penalty: 5113.703613
	Iteration 15Q: 3 clusters Score -3409368 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23676 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -3409502.500000 Penalty: 5113.703613
	Iteration 16Q: 3 clusters Score -3409502 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23716 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -3409644.750000 Penalty: 5113.703613
	Iteration 17Q: 3 clusters Score -3409645 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23748 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -3409796.500000 Penalty: 5113.703613
	Iteration 18Q: 3 clusters Score -3409796 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23775 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -3409957.250000 Penalty: 5113.703613
	Iteration 19Q: 3 clusters Score -3409957 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23800 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -3410279.500000 Penalty: 5113.703613
	Iteration 20F: 3 clusters Score -3410280 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23834 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -3410378.750000 Penalty: 5113.703613
	Iteration 21Q: 3 clusters Score -3410379 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23853 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -3410380.500000 Penalty: 5113.703613
	Iteration 22Q: 3 clusters Score -3410380 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23858 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -3410380.250000 Penalty: 5113.703613
	Iteration 23Q: 3 clusters Score -3410380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23861 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -3410381.500000 Penalty: 5113.703613
	Iteration 24Q: 3 clusters Score -3410382 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23861 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -3410381.500000 Penalty: 5113.703613
	Iteration 25F: 3 clusters Score -3410382 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 234924 members 
Mstep: Class 2 contains 6167 members 
Mstep: Class 3 contains 99226 members 
Mstep: Class 4 contains 129892 members 
Mstep: Class 5 contains 23861 members 
Mstep: Class 6 contains 15069 members 
Mstep: Class 8 contains 12995 members 
Mstep: Class 9 contains 19086 members 
Mstep: Class 11 contains 15231 members 
Mstep: Class 12 contains 234370 members 
Mstep: Class 13 contains 113232 members 
Mstep: Class 14 contains 45055 members 
Mstep: Class 15 contains 13518 members 
Mstep: Class 16 contains 217757 members 
Mstep: Class 17 contains 14165 members 
Mstep: Class 18 contains 58712 members 
Mstep: Class 19 contains 4084 members 
Mstep: Class 20 contains 5909 members 
Mstep: Class 21 contains 16926 members 
Mstep: Class 22 contains 14084 members 
Mstep: Class 24 contains 65980 members 
Entering Unmasked Estep 
Score: -155543712.000000 Penalty: 73553.507812
Splitting cluster 5 changes total score from -155534624.000000 to -155543712.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 6 (15069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15069 members 
Entering Unmasked Estep 
Score: -1702524.000000 Penalty: 2385.857910
	Iteration 0F: 2 clusters Score -1702524 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -1691641.250000 Penalty: 4771.715820
	Iteration 0F: 3 clusters Score -1691641 nChanged 6595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -1695664.125000 Penalty: 4771.715820
	Iteration 1F: 3 clusters Score -1695664 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -1696921.625000 Penalty: 4771.715820
	Iteration 2F: 3 clusters Score -1696922 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -1698426.750000 Penalty: 4771.715820
	Iteration 3F: 3 clusters Score -1698427 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -1699664.625000 Penalty: 4771.715820
	Iteration 4F: 3 clusters Score -1699665 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -1700422.625000 Penalty: 4771.715820
	Iteration 5F: 3 clusters Score -1700423 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -1700860.250000 Penalty: 4771.715820
	Iteration 6Q: 3 clusters Score -1700860 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -1701144.750000 Penalty: 4771.715820
	Iteration 7Q: 3 clusters Score -1701145 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -1701389.625000 Penalty: 4771.715820
	Iteration 8Q: 3 clusters Score -1701390 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -1701759.875000 Penalty: 4771.715820
	Iteration 9Q: 3 clusters Score -1701760 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -1702557.000000 Penalty: 4771.715820
	Iteration 10Q: 3 clusters Score -1702557 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -1703360.750000 Penalty: 4771.715820
	Iteration 11Q: 3 clusters Score -1703361 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -1703757.000000 Penalty: 4771.715820
	Iteration 12Q: 3 clusters Score -1703757 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -1703962.125000 Penalty: 4771.715820
	Iteration 13Q: 3 clusters Score -1703962 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -1704084.500000 Penalty: 4771.715820
	Iteration 14Q: 3 clusters Score -1704084 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -1704182.750000 Penalty: 4771.715820
	Iteration 15Q: 3 clusters Score -1704183 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -1704247.750000 Penalty: 4771.715820
	Iteration 16Q: 3 clusters Score -1704248 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -1704295.250000 Penalty: 4771.715820
	Iteration 17Q: 3 clusters Score -1704295 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -1704328.375000 Penalty: 4771.715820
	Iteration 18Q: 3 clusters Score -1704328 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -1704360.500000 Penalty: 4771.715820
	Iteration 19Q: 3 clusters Score -1704360 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -1704386.625000 Penalty: 4771.715820
	Iteration 20F: 3 clusters Score -1704387 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -1704399.875000 Penalty: 4771.715820
	Iteration 21Q: 3 clusters Score -1704400 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -1704429.125000 Penalty: 4771.715820
	Iteration 22Q: 3 clusters Score -1704429 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -1704465.875000 Penalty: 4771.715820
	Iteration 23Q: 3 clusters Score -1704466 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -1704523.750000 Penalty: 4771.715820
	Iteration 24Q: 3 clusters Score -1704524 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -1704590.500000 Penalty: 4771.715820
	Iteration 25Q: 3 clusters Score -1704590 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -1704686.375000 Penalty: 4771.715820
	Iteration 26Q: 3 clusters Score -1704686 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -1704807.500000 Penalty: 4771.715820
	Iteration 27Q: 3 clusters Score -1704808 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -1704916.500000 Penalty: 4771.715820
	Iteration 28Q: 3 clusters Score -1704916 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -1705037.875000 Penalty: 4771.715820
	Iteration 29Q: 3 clusters Score -1705038 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -1705155.750000 Penalty: 4771.715820
	Iteration 30Q: 3 clusters Score -1705156 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -1705258.750000 Penalty: 4771.715820
	Iteration 31Q: 3 clusters Score -1705259 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -1705347.125000 Penalty: 4771.715820
	Iteration 32Q: 3 clusters Score -1705347 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -1705427.500000 Penalty: 4771.715820
	Iteration 33Q: 3 clusters Score -1705428 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -1705479.625000 Penalty: 4771.715820
	Iteration 34Q: 3 clusters Score -1705480 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
Score: -1705514.250000 Penalty: 4771.715820
	Iteration 35Q: 3 clusters Score -1705514 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 11538 members 
Entering Unmasked Estep 
Score: -1705541.375000 Penalty: 4771.715820
	Iteration 36Q: 3 clusters Score -1705541 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 11595 members 
Entering Unmasked Estep 
Score: -1705561.625000 Penalty: 4771.715820
	Iteration 37Q: 3 clusters Score -1705562 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -1705582.250000 Penalty: 4771.715820
	Iteration 38Q: 3 clusters Score -1705582 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -1705608.750000 Penalty: 4771.715820
	Iteration 39Q: 3 clusters Score -1705609 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -1705618.875000 Penalty: 4771.715820
	Iteration 40F: 3 clusters Score -1705619 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
Score: -1705633.500000 Penalty: 4771.715820
	Iteration 41Q: 3 clusters Score -1705634 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -1705639.875000 Penalty: 4771.715820
	Iteration 42Q: 3 clusters Score -1705640 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
Score: -1705649.750000 Penalty: 4771.715820
	Iteration 43Q: 3 clusters Score -1705650 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -1705658.125000 Penalty: 4771.715820
	Iteration 44Q: 3 clusters Score -1705658 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 11886 members 
Entering Unmasked Estep 
Score: -1705656.750000 Penalty: 4771.715820
	Iteration 45Q: 3 clusters Score -1705657 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 11899 members 
Entering Unmasked Estep 
Score: -1705660.625000 Penalty: 4771.715820
	Iteration 46Q: 3 clusters Score -1705661 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 11910 members 
Entering Unmasked Estep 
Score: -1705660.875000 Penalty: 4771.715820
	Iteration 47Q: 3 clusters Score -1705661 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 11919 members 
Entering Unmasked Estep 
Score: -1705660.750000 Penalty: 4771.715820
	Iteration 48Q: 3 clusters Score -1705661 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 11926 members 
Entering Unmasked Estep 
Score: -1705664.125000 Penalty: 4771.715820
	Iteration 49Q: 3 clusters Score -1705664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -1705665.625000 Penalty: 4771.715820
	Iteration 50Q: 3 clusters Score -1705666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -1705667.625000 Penalty: 4771.715820
	Iteration 51Q: 3 clusters Score -1705668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 11934 members 
Entering Unmasked Estep 
Score: -1705667.125000 Penalty: 4771.715820
	Iteration 52Q: 3 clusters Score -1705667 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -1705669.375000 Penalty: 4771.715820
	Iteration 53Q: 3 clusters Score -1705669 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -1705669.625000 Penalty: 4771.715820
	Iteration 54Q: 3 clusters Score -1705670 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -1705669.625000 Penalty: 4771.715820
	Iteration 55F: 3 clusters Score -1705670 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 234924 members 
Mstep: Class 2 contains 6167 members 
Mstep: Class 3 contains 99226 members 
Mstep: Class 4 contains 129892 members 
Mstep: Class 5 contains 23861 members 
Mstep: Class 6 contains 3130 members 
Mstep: Class 7 contains 11939 members 
Mstep: Class 8 contains 12995 members 
Mstep: Class 9 contains 19086 members 
Mstep: Class 11 contains 15231 members 
Mstep: Class 12 contains 234370 members 
Mstep: Class 13 contains 113232 members 
Mstep: Class 14 contains 45055 members 
Mstep: Class 15 contains 13518 members 
Mstep: Class 16 contains 217757 members 
Mstep: Class 17 contains 14165 members 
Mstep: Class 18 contains 58712 members 
Mstep: Class 19 contains 4084 members 
Mstep: Class 20 contains 5909 members 
Mstep: Class 21 contains 16926 members 
Mstep: Class 22 contains 14084 members 
Mstep: Class 24 contains 65980 members 
Entering Unmasked Estep 
Score: -155545088.000000 Penalty: 77056.054688
Splitting cluster 6 changes total score from -155534624.000000 to -155545088.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 8 (12995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12995 members 
Entering Unmasked Estep 
Score: -1386634.000000 Penalty: 2349.135254
	Iteration 0F: 2 clusters Score -1386634 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -1377257.750000 Penalty: 4698.270508
	Iteration 0F: 3 clusters Score -1377258 nChanged 5571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -1383086.625000 Penalty: 4698.270508
	Iteration 1F: 3 clusters Score -1383087 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -1386383.125000 Penalty: 4698.270508
	Iteration 2F: 3 clusters Score -1386383 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -1389064.125000 Penalty: 4698.270508
	Iteration 3F: 3 clusters Score -1389064 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -1390841.250000 Penalty: 4698.270508
	Iteration 4F: 3 clusters Score -1390841 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -1393604.125000 Penalty: 4698.270508
	Iteration 5F: 3 clusters Score -1393604 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -1404404.625000 Penalty: 4698.270508
	Iteration 6F: 3 clusters Score -1404405 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -1405889.125000 Penalty: 4698.270508
	Iteration 7F: 3 clusters Score -1405889 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -1406809.625000 Penalty: 4698.270508
	Iteration 8Q: 3 clusters Score -1406810 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -1407877.625000 Penalty: 4698.270508
	Iteration 9Q: 3 clusters Score -1407878 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1409034.625000 Penalty: 4698.270508
	Iteration 10Q: 3 clusters Score -1409035 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -1410127.875000 Penalty: 4698.270508
	Iteration 11Q: 3 clusters Score -1410128 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1410901.500000 Penalty: 4698.270508
	Iteration 12Q: 3 clusters Score -1410902 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1411617.750000 Penalty: 4698.270508
	Iteration 13Q: 3 clusters Score -1411618 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1412253.375000 Penalty: 4698.270508
	Iteration 14Q: 3 clusters Score -1412253 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11741 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1412398.375000 Penalty: 4698.270508
	Iteration 15Q: 3 clusters Score -1412398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11743 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1412412.625000 Penalty: 4698.270508
	Iteration 16Q: 3 clusters Score -1412413 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1412440.375000 Penalty: 4698.270508
	Iteration 17Q: 3 clusters Score -1412440 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1412440.375000 Penalty: 4698.270508
	Iteration 18F: 3 clusters Score -1412440 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 234924 members 
Mstep: Class 2 contains 6167 members 
Mstep: Class 3 contains 99226 members 
Mstep: Class 4 contains 129892 members 
Mstep: Class 5 contains 23861 members 
Mstep: Class 6 contains 3130 members 
Mstep: Class 7 contains 11939 members 
Mstep: Class 8 contains 11745 members 
Mstep: Class 9 contains 19086 members 
Mstep: Class 10 contains 1250 members 
Mstep: Class 11 contains 15231 members 
Mstep: Class 12 contains 234370 members 
Mstep: Class 13 contains 113232 members 
Mstep: Class 14 contains 45055 members 
Mstep: Class 15 contains 13518 members 
Mstep: Class 16 contains 217757 members 
Mstep: Class 17 contains 14165 members 
Mstep: Class 18 contains 58712 members 
Mstep: Class 19 contains 4084 members 
Mstep: Class 20 contains 5909 members 
Mstep: Class 21 contains 16926 members 
Mstep: Class 22 contains 14084 members 
Mstep: Class 24 contains 65980 members 
Entering Unmasked Estep 
Score: -155569776.000000 Penalty: 80558.601562
Splitting cluster 8 changes total score from -155534624.000000 to -155569776.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 9 (19086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19086 members 
Entering Unmasked Estep 
Score: -2291952.250000 Penalty: 2444.464111
	Iteration 0F: 2 clusters Score -2291952 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -2278480.750000 Penalty: 4888.928223
	Iteration 0F: 3 clusters Score -2278481 nChanged 8328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -2282775.500000 Penalty: 4888.928223
	Iteration 1F: 3 clusters Score -2282776 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -2283093.000000 Penalty: 4888.928223
	Iteration 2F: 3 clusters Score -2283093 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -2283322.500000 Penalty: 4888.928223
	Iteration 3Q: 3 clusters Score -2283322 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -2283500.250000 Penalty: 4888.928223
	Iteration 4Q: 3 clusters Score -2283500 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -2283659.250000 Penalty: 4888.928223
	Iteration 5Q: 3 clusters Score -2283659 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -2283788.000000 Penalty: 4888.928223
	Iteration 6Q: 3 clusters Score -2283788 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -2283886.750000 Penalty: 4888.928223
	Iteration 7Q: 3 clusters Score -2283887 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -2283988.000000 Penalty: 4888.928223
	Iteration 8Q: 3 clusters Score -2283988 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -2284089.000000 Penalty: 4888.928223
	Iteration 9Q: 3 clusters Score -2284089 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -2284182.000000 Penalty: 4888.928223
	Iteration 10Q: 3 clusters Score -2284182 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -2284255.000000 Penalty: 4888.928223
	Iteration 11Q: 3 clusters Score -2284255 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -2284354.500000 Penalty: 4888.928223
	Iteration 12Q: 3 clusters Score -2284354 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -2284482.250000 Penalty: 4888.928223
	Iteration 13Q: 3 clusters Score -2284482 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11613 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -2284665.500000 Penalty: 4888.928223
	Iteration 14Q: 3 clusters Score -2284666 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12090 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -2284861.500000 Penalty: 4888.928223
	Iteration 15Q: 3 clusters Score -2284862 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12685 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -2285150.000000 Penalty: 4888.928223
	Iteration 16Q: 3 clusters Score -2285150 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13404 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -2285542.000000 Penalty: 4888.928223
	Iteration 17Q: 3 clusters Score -2285542 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14261 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -2286074.000000 Penalty: 4888.928223
	Iteration 18Q: 3 clusters Score -2286074 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15207 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -2286743.000000 Penalty: 4888.928223
	Iteration 19Q: 3 clusters Score -2286743 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16189 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -2287505.500000 Penalty: 4888.928223
	Iteration 20F: 3 clusters Score -2287506 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17072 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -2288268.750000 Penalty: 4888.928223
	Iteration 21Q: 3 clusters Score -2288269 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17745 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -2288835.750000 Penalty: 4888.928223
	Iteration 22Q: 3 clusters Score -2288836 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18191 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -2289238.500000 Penalty: 4888.928223
	Iteration 23Q: 3 clusters Score -2289238 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18435 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -2289455.250000 Penalty: 4888.928223
	Iteration 24Q: 3 clusters Score -2289455 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18557 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -2289562.750000 Penalty: 4888.928223
	Iteration 25Q: 3 clusters Score -2289563 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18618 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -2289633.250000 Penalty: 4888.928223
	Iteration 26Q: 3 clusters Score -2289633 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18656 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -2289679.500000 Penalty: 4888.928223
	Iteration 27Q: 3 clusters Score -2289680 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18677 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -2289701.000000 Penalty: 4888.928223
	Iteration 28Q: 3 clusters Score -2289701 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18686 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -2289715.000000 Penalty: 4888.928223
	Iteration 29Q: 3 clusters Score -2289715 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18694 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -2289731.000000 Penalty: 4888.928223
	Iteration 30Q: 3 clusters Score -2289731 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18702 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -2289741.500000 Penalty: 4888.928223
	Iteration 31Q: 3 clusters Score -2289742 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18710 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -2289747.500000 Penalty: 4888.928223
	Iteration 32Q: 3 clusters Score -2289748 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18716 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -2289760.750000 Penalty: 4888.928223
	Iteration 33Q: 3 clusters Score -2289761 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18720 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -2289767.750000 Penalty: 4888.928223
	Iteration 34Q: 3 clusters Score -2289768 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18723 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -2289775.250000 Penalty: 4888.928223
	Iteration 35Q: 3 clusters Score -2289775 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18726 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -2289778.500000 Penalty: 4888.928223
	Iteration 36Q: 3 clusters Score -2289778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18729 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -2289784.500000 Penalty: 4888.928223
	Iteration 37Q: 3 clusters Score -2289784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18731 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -2289788.000000 Penalty: 4888.928223
	Iteration 38Q: 3 clusters Score -2289788 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18733 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -2289792.750000 Penalty: 4888.928223
	Iteration 39Q: 3 clusters Score -2289793 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18733 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -2289793.750000 Penalty: 4888.928223
	Iteration 40F: 3 clusters Score -2289794 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18738 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -2289800.750000 Penalty: 4888.928223
	Iteration 41Q: 3 clusters Score -2289801 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18742 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -2289803.250000 Penalty: 4888.928223
	Iteration 42Q: 3 clusters Score -2289803 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18743 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -2289810.250000 Penalty: 4888.928223
	Iteration 43Q: 3 clusters Score -2289810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18743 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -2289812.000000 Penalty: 4888.928223
	Iteration 44Q: 3 clusters Score -2289812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18743 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -2289813.250000 Penalty: 4888.928223
	Iteration 45Q: 3 clusters Score -2289813 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18743 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -2289813.250000 Penalty: 4888.928223
	Iteration 46F: 3 clusters Score -2289813 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (15231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15231 members 
Entering Unmasked Estep 
Score: -1726227.125000 Penalty: 2388.509766
	Iteration 0F: 2 clusters Score -1726227 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -1715341.750000 Penalty: 4777.019531
	Iteration 0F: 3 clusters Score -1715342 nChanged 6589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -1718989.875000 Penalty: 4777.019531
	Iteration 1F: 3 clusters Score -1718990 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -1719515.750000 Penalty: 4777.019531
	Iteration 2F: 3 clusters Score -1719516 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -1719992.125000 Penalty: 4777.019531
	Iteration 3F: 3 clusters Score -1719992 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -1720483.625000 Penalty: 4777.019531
	Iteration 4F: 3 clusters Score -1720484 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -1720978.125000 Penalty: 4777.019531
	Iteration 5F: 3 clusters Score -1720978 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -1721455.750000 Penalty: 4777.019531
	Iteration 6F: 3 clusters Score -1721456 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -1721892.375000 Penalty: 4777.019531
	Iteration 7F: 3 clusters Score -1721892 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -1722266.500000 Penalty: 4777.019531
	Iteration 8Q: 3 clusters Score -1722266 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -1722585.750000 Penalty: 4777.019531
	Iteration 9Q: 3 clusters Score -1722586 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -1722837.375000 Penalty: 4777.019531
	Iteration 10Q: 3 clusters Score -1722837 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -1723029.875000 Penalty: 4777.019531
	Iteration 11Q: 3 clusters Score -1723030 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -1723171.375000 Penalty: 4777.019531
	Iteration 12Q: 3 clusters Score -1723171 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -1723292.750000 Penalty: 4777.019531
	Iteration 13Q: 3 clusters Score -1723293 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -1723384.500000 Penalty: 4777.019531
	Iteration 14Q: 3 clusters Score -1723384 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -1723466.375000 Penalty: 4777.019531
	Iteration 15Q: 3 clusters Score -1723466 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -1723526.500000 Penalty: 4777.019531
	Iteration 16Q: 3 clusters Score -1723526 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -1723595.375000 Penalty: 4777.019531
	Iteration 17Q: 3 clusters Score -1723595 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -1723661.625000 Penalty: 4777.019531
	Iteration 18Q: 3 clusters Score -1723662 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -1723723.875000 Penalty: 4777.019531
	Iteration 19Q: 3 clusters Score -1723724 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1723777.125000 Penalty: 4777.019531
	Iteration 20F: 3 clusters Score -1723777 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -1723832.000000 Penalty: 4777.019531
	Iteration 21Q: 3 clusters Score -1723832 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -1723888.375000 Penalty: 4777.019531
	Iteration 22Q: 3 clusters Score -1723888 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -1723952.750000 Penalty: 4777.019531
	Iteration 23Q: 3 clusters Score -1723953 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -1724007.750000 Penalty: 4777.019531
	Iteration 24Q: 3 clusters Score -1724008 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11834 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -1724081.750000 Penalty: 4777.019531
	Iteration 25Q: 3 clusters Score -1724082 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12024 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -1724154.875000 Penalty: 4777.019531
	Iteration 26Q: 3 clusters Score -1724155 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12211 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -1724241.000000 Penalty: 4777.019531
	Iteration 27Q: 3 clusters Score -1724241 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -1724319.750000 Penalty: 4777.019531
	Iteration 28Q: 3 clusters Score -1724320 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12561 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -1724385.875000 Penalty: 4777.019531
	Iteration 29Q: 3 clusters Score -1724386 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -1724430.250000 Penalty: 4777.019531
	Iteration 30Q: 3 clusters Score -1724430 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12850 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -1724485.250000 Penalty: 4777.019531
	Iteration 31Q: 3 clusters Score -1724485 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12990 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -1724540.500000 Penalty: 4777.019531
	Iteration 32Q: 3 clusters Score -1724540 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -1724586.250000 Penalty: 4777.019531
	Iteration 33Q: 3 clusters Score -1724586 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13191 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -1724614.500000 Penalty: 4777.019531
	Iteration 34Q: 3 clusters Score -1724614 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13270 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -1724646.000000 Penalty: 4777.019531
	Iteration 35Q: 3 clusters Score -1724646 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13346 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -1724665.875000 Penalty: 4777.019531
	Iteration 36Q: 3 clusters Score -1724666 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13414 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1724686.000000 Penalty: 4777.019531
	Iteration 37Q: 3 clusters Score -1724686 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13465 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1724697.750000 Penalty: 4777.019531
	Iteration 38Q: 3 clusters Score -1724698 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -1724711.250000 Penalty: 4777.019531
	Iteration 39Q: 3 clusters Score -1724711 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13544 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1724725.875000 Penalty: 4777.019531
	Iteration 40F: 3 clusters Score -1724726 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13574 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1724734.125000 Penalty: 4777.019531
	Iteration 41Q: 3 clusters Score -1724734 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13601 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1724741.750000 Penalty: 4777.019531
	Iteration 42Q: 3 clusters Score -1724742 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13633 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1724745.875000 Penalty: 4777.019531
	Iteration 43Q: 3 clusters Score -1724746 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13658 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -1724753.375000 Penalty: 4777.019531
	Iteration 44Q: 3 clusters Score -1724753 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13684 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1724763.375000 Penalty: 4777.019531
	Iteration 45Q: 3 clusters Score -1724763 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13709 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1724773.750000 Penalty: 4777.019531
	Iteration 46Q: 3 clusters Score -1724774 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13737 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1724788.750000 Penalty: 4777.019531
	Iteration 47Q: 3 clusters Score -1724789 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13757 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1724793.125000 Penalty: 4777.019531
	Iteration 48Q: 3 clusters Score -1724793 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13772 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1724793.375000 Penalty: 4777.019531
	Iteration 49Q: 3 clusters Score -1724793 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13783 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -1724796.875000 Penalty: 4777.019531
	Iteration 50Q: 3 clusters Score -1724797 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13790 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1724799.125000 Penalty: 4777.019531
	Iteration 51Q: 3 clusters Score -1724799 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13795 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1724802.375000 Penalty: 4777.019531
	Iteration 52Q: 3 clusters Score -1724802 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13805 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1724806.125000 Penalty: 4777.019531
	Iteration 53Q: 3 clusters Score -1724806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13808 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1724804.375000 Penalty: 4777.019531
	Iteration 54Q: 3 clusters Score -1724804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13812 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1724807.875000 Penalty: 4777.019531
	Iteration 55Q: 3 clusters Score -1724808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13814 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1724808.000000 Penalty: 4777.019531
	Iteration 56Q: 3 clusters Score -1724808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13816 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1724809.625000 Penalty: 4777.019531
	Iteration 57Q: 3 clusters Score -1724810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13817 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1724809.750000 Penalty: 4777.019531
	Iteration 58Q: 3 clusters Score -1724810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13818 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -1724809.000000 Penalty: 4777.019531
	Iteration 59Q: 3 clusters Score -1724809 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13819 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -1724808.750000 Penalty: 4777.019531
	Iteration 60F: 3 clusters Score -1724809 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13821 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1724806.625000 Penalty: 4777.019531
	Iteration 61Q: 3 clusters Score -1724807 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13823 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1724809.125000 Penalty: 4777.019531
	Iteration 62Q: 3 clusters Score -1724809 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13823 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1724810.625000 Penalty: 4777.019531
	Iteration 63Q: 3 clusters Score -1724811 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13824 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1724810.125000 Penalty: 4777.019531
	Iteration 64Q: 3 clusters Score -1724810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13825 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1724809.750000 Penalty: 4777.019531
	Iteration 65Q: 3 clusters Score -1724810 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13825 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1724809.750000 Penalty: 4777.019531
	Iteration 66F: 3 clusters Score -1724810 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (234370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234370 members 
Entering Unmasked Estep 
Score: -27717168.000000 Penalty: 3066.434814
	Iteration 0F: 2 clusters Score -2.771717e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116886 members 
Mstep: Class 2 contains 117484 members 
Entering Unmasked Estep 
Score: -27561002.000000 Penalty: 6132.869629
	Iteration 0F: 3 clusters Score -2.7561e+07 nChanged 112848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111690 members 
Mstep: Class 2 contains 122680 members 
Entering Unmasked Estep 
Score: -27628736.000000 Penalty: 6132.869629
	Iteration 1F: 3 clusters Score -2.762874e+07 nChanged 8533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108561 members 
Mstep: Class 2 contains 125809 members 
Entering Unmasked Estep 
Score: -27631758.000000 Penalty: 6132.869629
	Iteration 2Q: 3 clusters Score -2.763176e+07 nChanged 10842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103699 members 
Mstep: Class 2 contains 130671 members 
Entering Unmasked Estep 
Score: -27637298.000000 Penalty: 6132.869629
	Iteration 3Q: 3 clusters Score -2.76373e+07 nChanged 13361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96760 members 
Mstep: Class 2 contains 137610 members 
Entering Unmasked Estep 
Score: -27645860.000000 Penalty: 6132.869629
	Iteration 4F: 3 clusters Score -2.764586e+07 nChanged 15531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87793 members 
Mstep: Class 2 contains 146577 members 
Entering Unmasked Estep 
Score: -27656972.000000 Penalty: 6132.869629
	Iteration 5F: 3 clusters Score -2.765697e+07 nChanged 16468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77273 members 
Mstep: Class 2 contains 157097 members 
Entering Unmasked Estep 
Score: -27669670.000000 Penalty: 6132.869629
	Iteration 6F: 3 clusters Score -2.766967e+07 nChanged 15421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66640 members 
Mstep: Class 2 contains 167730 members 
Entering Unmasked Estep 
Score: -27681916.000000 Penalty: 6132.869629
	Iteration 7F: 3 clusters Score -2.768192e+07 nChanged 13121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57015 members 
Mstep: Class 2 contains 177355 members 
Entering Unmasked Estep 
Score: -27691806.000000 Penalty: 6132.869629
	Iteration 8F: 3 clusters Score -2.769181e+07 nChanged 10331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48882 members 
Mstep: Class 2 contains 185488 members 
Entering Unmasked Estep 
Score: -27698738.000000 Penalty: 6132.869629
	Iteration 9Q: 3 clusters Score -2.769874e+07 nChanged 7686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42268 members 
Mstep: Class 2 contains 192102 members 
Entering Unmasked Estep 
Score: -27703510.000000 Penalty: 6132.869629
	Iteration 10Q: 3 clusters Score -2.770351e+07 nChanged 6019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36759 members 
Mstep: Class 2 contains 197611 members 
Entering Unmasked Estep 
Score: -27706730.000000 Penalty: 6132.869629
	Iteration 11Q: 3 clusters Score -2.770673e+07 nChanged 4836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32259 members 
Mstep: Class 2 contains 202111 members 
Entering Unmasked Estep 
Score: -27708984.000000 Penalty: 6132.869629
	Iteration 12Q: 3 clusters Score -2.770898e+07 nChanged 3976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28483 members 
Mstep: Class 2 contains 205887 members 
Entering Unmasked Estep 
Score: -27710774.000000 Penalty: 6132.869629
	Iteration 13Q: 3 clusters Score -2.771077e+07 nChanged 3297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25302 members 
Mstep: Class 2 contains 209068 members 
Entering Unmasked Estep 
Score: -27712108.000000 Penalty: 6132.869629
	Iteration 14Q: 3 clusters Score -2.771211e+07 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22540 members 
Mstep: Class 2 contains 211830 members 
Entering Unmasked Estep 
Score: -27713272.000000 Penalty: 6132.869629
	Iteration 15Q: 3 clusters Score -2.771327e+07 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20148 members 
Mstep: Class 2 contains 214222 members 
Entering Unmasked Estep 
Score: -27714086.000000 Penalty: 6132.869629
	Iteration 16Q: 3 clusters Score -2.771409e+07 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18129 members 
Mstep: Class 2 contains 216241 members 
Entering Unmasked Estep 
Score: -27714782.000000 Penalty: 6132.869629
	Iteration 17Q: 3 clusters Score -2.771478e+07 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16430 members 
Mstep: Class 2 contains 217940 members 
Entering Unmasked Estep 
Score: -27715184.000000 Penalty: 6132.869629
	Iteration 18Q: 3 clusters Score -2.771518e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15081 members 
Mstep: Class 2 contains 219289 members 
Entering Unmasked Estep 
Score: -27715516.000000 Penalty: 6132.869629
	Iteration 19Q: 3 clusters Score -2.771552e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13938 members 
Mstep: Class 2 contains 220432 members 
Entering Unmasked Estep 
Score: -27715756.000000 Penalty: 6132.869629
	Iteration 20F: 3 clusters Score -2.771576e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12970 members 
Mstep: Class 2 contains 221400 members 
Entering Unmasked Estep 
Score: -27715948.000000 Penalty: 6132.869629
	Iteration 21Q: 3 clusters Score -2.771595e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 222256 members 
Entering Unmasked Estep 
Score: -27716058.000000 Penalty: 6132.869629
	Iteration 22Q: 3 clusters Score -2.771606e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 222935 members 
Entering Unmasked Estep 
Score: -27716106.000000 Penalty: 6132.869629
	Iteration 23Q: 3 clusters Score -2.771611e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 223506 members 
Entering Unmasked Estep 
Score: -27716204.000000 Penalty: 6132.869629
	Iteration 24Q: 3 clusters Score -2.77162e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 224002 members 
Entering Unmasked Estep 
Score: -27716402.000000 Penalty: 6132.869629
	Iteration 25Q: 3 clusters Score -2.77164e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 224437 members 
Entering Unmasked Estep 
Score: -27716410.000000 Penalty: 6132.869629
	Iteration 26Q: 3 clusters Score -2.771641e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 224796 members 
Entering Unmasked Estep 
Score: -27716380.000000 Penalty: 6132.869629
	Iteration 27Q: 3 clusters Score -2.771638e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 225118 members 
Entering Unmasked Estep 
Score: -27716448.000000 Penalty: 6132.869629
	Iteration 28Q: 3 clusters Score -2.771645e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 225370 members 
Entering Unmasked Estep 
Score: -27716414.000000 Penalty: 6132.869629
	Iteration 29Q: 3 clusters Score -2.771641e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 225589 members 
Entering Unmasked Estep 
Score: -27716452.000000 Penalty: 6132.869629
	Iteration 30Q: 3 clusters Score -2.771645e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 225782 members 
Entering Unmasked Estep 
Score: -27716454.000000 Penalty: 6132.869629
	Iteration 31Q: 3 clusters Score -2.771645e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 225949 members 
Entering Unmasked Estep 
Score: -27716460.000000 Penalty: 6132.869629
	Iteration 32Q: 3 clusters Score -2.771646e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 226108 members 
Entering Unmasked Estep 
Score: -27716482.000000 Penalty: 6132.869629
	Iteration 33Q: 3 clusters Score -2.771648e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 226243 members 
Entering Unmasked Estep 
Score: -27716496.000000 Penalty: 6132.869629
	Iteration 34Q: 3 clusters Score -2.77165e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 226336 members 
Entering Unmasked Estep 
Score: -27716484.000000 Penalty: 6132.869629
	Iteration 35Q: 3 clusters Score -2.771648e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 226429 members 
Entering Unmasked Estep 
Score: -27716478.000000 Penalty: 6132.869629
	Iteration 36Q: 3 clusters Score -2.771648e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 226520 members 
Entering Unmasked Estep 
Score: -27716490.000000 Penalty: 6132.869629
	Iteration 37Q: 3 clusters Score -2.771649e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 226615 members 
Entering Unmasked Estep 
Score: -27716522.000000 Penalty: 6132.869629
	Iteration 38Q: 3 clusters Score -2.771652e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 226705 members 
Entering Unmasked Estep 
Score: -27716512.000000 Penalty: 6132.869629
	Iteration 39Q: 3 clusters Score -2.771651e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 226778 members 
Entering Unmasked Estep 
Score: -27716514.000000 Penalty: 6132.869629
	Iteration 40F: 3 clusters Score -2.771651e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 226861 members 
Entering Unmasked Estep 
Score: -27716516.000000 Penalty: 6132.869629
	Iteration 41Q: 3 clusters Score -2.771652e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 226916 members 
Entering Unmasked Estep 
Score: -27716518.000000 Penalty: 6132.869629
	Iteration 42Q: 3 clusters Score -2.771652e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 226972 members 
Entering Unmasked Estep 
Score: -27716514.000000 Penalty: 6132.869629
	Iteration 43Q: 3 clusters Score -2.771651e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 227027 members 
Entering Unmasked Estep 
Score: -27716572.000000 Penalty: 6132.869629
	Iteration 44Q: 3 clusters Score -2.771657e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 227083 members 
Entering Unmasked Estep 
Score: -27716532.000000 Penalty: 6132.869629
	Iteration 45Q: 3 clusters Score -2.771653e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 227123 members 
Entering Unmasked Estep 
Score: -27716522.000000 Penalty: 6132.869629
	Iteration 46Q: 3 clusters Score -2.771652e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 227162 members 
Entering Unmasked Estep 
Score: -27716552.000000 Penalty: 6132.869629
	Iteration 47Q: 3 clusters Score -2.771655e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 227186 members 
Entering Unmasked Estep 
Score: -27716538.000000 Penalty: 6132.869629
	Iteration 48Q: 3 clusters Score -2.771654e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 227212 members 
Entering Unmasked Estep 
Score: -27716550.000000 Penalty: 6132.869629
	Iteration 49Q: 3 clusters Score -2.771655e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 227234 members 
Entering Unmasked Estep 
Score: -27716588.000000 Penalty: 6132.869629
	Iteration 50Q: 3 clusters Score -2.771659e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 227255 members 
Entering Unmasked Estep 
Score: -27716590.000000 Penalty: 6132.869629
	Iteration 51Q: 3 clusters Score -2.771659e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 227273 members 
Entering Unmasked Estep 
Score: -27716590.000000 Penalty: 6132.869629
	Iteration 52Q: 3 clusters Score -2.771659e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 227301 members 
Entering Unmasked Estep 
Score: -27716596.000000 Penalty: 6132.869629
	Iteration 53Q: 3 clusters Score -2.77166e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 227328 members 
Entering Unmasked Estep 
Score: -27716610.000000 Penalty: 6132.869629
	Iteration 54Q: 3 clusters Score -2.771661e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 227356 members 
Entering Unmasked Estep 
Score: -27716610.000000 Penalty: 6132.869629
	Iteration 55Q: 3 clusters Score -2.771661e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 227379 members 
Entering Unmasked Estep 
Score: -27716606.000000 Penalty: 6132.869629
	Iteration 56Q: 3 clusters Score -2.771661e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 227415 members 
Entering Unmasked Estep 
Score: -27716608.000000 Penalty: 6132.869629
	Iteration 57Q: 3 clusters Score -2.771661e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 227446 members 
Entering Unmasked Estep 
Score: -27716596.000000 Penalty: 6132.869629
	Iteration 58Q: 3 clusters Score -2.77166e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 227474 members 
Entering Unmasked Estep 
Score: -27716588.000000 Penalty: 6132.869629
	Iteration 59Q: 3 clusters Score -2.771659e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 227510 members 
Entering Unmasked Estep 
Score: -27716596.000000 Penalty: 6132.869629
	Iteration 60F: 3 clusters Score -2.77166e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 227533 members 
Entering Unmasked Estep 
Score: -27716594.000000 Penalty: 6132.869629
	Iteration 61Q: 3 clusters Score -2.771659e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 227557 members 
Entering Unmasked Estep 
Score: -27716636.000000 Penalty: 6132.869629
	Iteration 62Q: 3 clusters Score -2.771664e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 227576 members 
Entering Unmasked Estep 
Score: -27716616.000000 Penalty: 6132.869629
	Iteration 63Q: 3 clusters Score -2.771662e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 227593 members 
Entering Unmasked Estep 
Score: -27716616.000000 Penalty: 6132.869629
	Iteration 64Q: 3 clusters Score -2.771662e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 227609 members 
Entering Unmasked Estep 
Score: -27716624.000000 Penalty: 6132.869629
	Iteration 65Q: 3 clusters Score -2.771662e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 227625 members 
Entering Unmasked Estep 
Score: -27716612.000000 Penalty: 6132.869629
	Iteration 66Q: 3 clusters Score -2.771661e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 227640 members 
Entering Unmasked Estep 
Score: -27716614.000000 Penalty: 6132.869629
	Iteration 67Q: 3 clusters Score -2.771661e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 227650 members 
Entering Unmasked Estep 
Score: -27716606.000000 Penalty: 6132.869629
	Iteration 68Q: 3 clusters Score -2.771661e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 227662 members 
Entering Unmasked Estep 
Score: -27716590.000000 Penalty: 6132.869629
	Iteration 69Q: 3 clusters Score -2.771659e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 227674 members 
Entering Unmasked Estep 
Score: -27716614.000000 Penalty: 6132.869629
	Iteration 70Q: 3 clusters Score -2.771661e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 227687 members 
Entering Unmasked Estep 
Score: -27716588.000000 Penalty: 6132.869629
	Iteration 71Q: 3 clusters Score -2.771659e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 227699 members 
Entering Unmasked Estep 
Score: -27716612.000000 Penalty: 6132.869629
	Iteration 72Q: 3 clusters Score -2.771661e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 227704 members 
Entering Unmasked Estep 
Score: -27716616.000000 Penalty: 6132.869629
	Iteration 73Q: 3 clusters Score -2.771662e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 227710 members 
Entering Unmasked Estep 
Score: -27716616.000000 Penalty: 6132.869629
	Iteration 74Q: 3 clusters Score -2.771662e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 227713 members 
Entering Unmasked Estep 
Score: -27716606.000000 Penalty: 6132.869629
	Iteration 75Q: 3 clusters Score -2.771661e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 227717 members 
Entering Unmasked Estep 
Score: -27716602.000000 Penalty: 6132.869629
	Iteration 76Q: 3 clusters Score -2.77166e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 227718 members 
Entering Unmasked Estep 
Score: -27716606.000000 Penalty: 6132.869629
	Iteration 77Q: 3 clusters Score -2.771661e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 227721 members 
Entering Unmasked Estep 
Score: -27716604.000000 Penalty: 6132.869629
	Iteration 78Q: 3 clusters Score -2.77166e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 227722 members 
Entering Unmasked Estep 
Score: -27716598.000000 Penalty: 6132.869629
	Iteration 79Q: 3 clusters Score -2.77166e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 227723 members 
Entering Unmasked Estep 
Score: -27716612.000000 Penalty: 6132.869629
	Iteration 80F: 3 clusters Score -2.771661e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 227723 members 
Entering Unmasked Estep 
Score: -27716606.000000 Penalty: 6132.869629
	Iteration 81Q: 3 clusters Score -2.771661e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 227723 members 
Entering Unmasked Estep 
Score: -27716626.000000 Penalty: 6132.869629
	Iteration 82Q: 3 clusters Score -2.771663e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 227724 members 
Entering Unmasked Estep 
Score: -27716624.000000 Penalty: 6132.869629
	Iteration 83Q: 3 clusters Score -2.771662e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 227723 members 
Entering Unmasked Estep 
Score: -27716614.000000 Penalty: 6132.869629
	Iteration 84Q: 3 clusters Score -2.771661e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 227723 members 
Entering Unmasked Estep 
Score: -27716614.000000 Penalty: 6132.869629
	Iteration 85F: 3 clusters Score -2.771661e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (113232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113232 members 
Entering Unmasked Estep 
Score: -13478116.000000 Penalty: 2886.023926
	Iteration 0F: 2 clusters Score -1.347812e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56794 members 
Mstep: Class 2 contains 56438 members 
Entering Unmasked Estep 
Score: -13402402.000000 Penalty: 5772.047852
	Iteration 0F: 3 clusters Score -1.34024e+07 nChanged 53690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58368 members 
Mstep: Class 2 contains 54864 members 
Entering Unmasked Estep 
Score: -13432900.000000 Penalty: 5772.047852
	Iteration 1F: 3 clusters Score -1.34329e+07 nChanged 3249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59311 members 
Mstep: Class 2 contains 53921 members 
Entering Unmasked Estep 
Score: -13433582.000000 Penalty: 5772.047852
	Iteration 2Q: 3 clusters Score -1.343358e+07 nChanged 3282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60675 members 
Mstep: Class 2 contains 52557 members 
Entering Unmasked Estep 
Score: -13434412.000000 Penalty: 5772.047852
	Iteration 3Q: 3 clusters Score -1.343441e+07 nChanged 3517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62678 members 
Mstep: Class 2 contains 50554 members 
Entering Unmasked Estep 
Score: -13435485.000000 Penalty: 5772.047852
	Iteration 4Q: 3 clusters Score -1.343548e+07 nChanged 4004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65478 members 
Mstep: Class 2 contains 47754 members 
Entering Unmasked Estep 
Score: -13436900.000000 Penalty: 5772.047852
	Iteration 5Q: 3 clusters Score -1.34369e+07 nChanged 4838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69520 members 
Mstep: Class 2 contains 43712 members 
Entering Unmasked Estep 
Score: -13439465.000000 Penalty: 5772.047852
	Iteration 6Q: 3 clusters Score -1.343946e+07 nChanged 6335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75303 members 
Mstep: Class 2 contains 37929 members 
Entering Unmasked Estep 
Score: -13443726.000000 Penalty: 5772.047852
	Iteration 7F: 3 clusters Score -1.344373e+07 nChanged 7654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82615 members 
Mstep: Class 2 contains 30617 members 
Entering Unmasked Estep 
Score: -13450005.000000 Penalty: 5772.047852
	Iteration 8F: 3 clusters Score -1.345e+07 nChanged 8354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90775 members 
Mstep: Class 2 contains 22457 members 
Entering Unmasked Estep 
Score: -13457606.000000 Penalty: 5772.047852
	Iteration 9F: 3 clusters Score -1.345761e+07 nChanged 7597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98300 members 
Mstep: Class 2 contains 14932 members 
Entering Unmasked Estep 
Score: -13464447.000000 Penalty: 5772.047852
	Iteration 10F: 3 clusters Score -1.346445e+07 nChanged 5662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103932 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -13469256.000000 Penalty: 5772.047852
	Iteration 11F: 3 clusters Score -1.346926e+07 nChanged 3619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107531 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -13471992.000000 Penalty: 5772.047852
	Iteration 12Q: 3 clusters Score -1.347199e+07 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109694 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -13473610.000000 Penalty: 5772.047852
	Iteration 13Q: 3 clusters Score -1.347361e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110881 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -13474387.000000 Penalty: 5772.047852
	Iteration 14Q: 3 clusters Score -1.347439e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111499 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -13474856.000000 Penalty: 5772.047852
	Iteration 15Q: 3 clusters Score -1.347486e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111852 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -13475120.000000 Penalty: 5772.047852
	Iteration 16Q: 3 clusters Score -1.347512e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112063 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -13475307.000000 Penalty: 5772.047852
	Iteration 17Q: 3 clusters Score -1.347531e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112191 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -13475416.000000 Penalty: 5772.047852
	Iteration 18Q: 3 clusters Score -1.347542e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112269 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -13475493.000000 Penalty: 5772.047852
	Iteration 19Q: 3 clusters Score -1.347549e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112328 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -13475533.000000 Penalty: 5772.047852
	Iteration 20F: 3 clusters Score -1.347553e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112373 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -13475572.000000 Penalty: 5772.047852
	Iteration 21Q: 3 clusters Score -1.347557e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112408 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -13475594.000000 Penalty: 5772.047852
	Iteration 22Q: 3 clusters Score -1.347559e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112436 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -13475625.000000 Penalty: 5772.047852
	Iteration 23Q: 3 clusters Score -1.347562e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112457 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -13475640.000000 Penalty: 5772.047852
	Iteration 24Q: 3 clusters Score -1.347564e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112471 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -13475643.000000 Penalty: 5772.047852
	Iteration 25Q: 3 clusters Score -1.347564e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112483 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -13475643.000000 Penalty: 5772.047852
	Iteration 26Q: 3 clusters Score -1.347564e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112493 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -13475654.000000 Penalty: 5772.047852
	Iteration 27Q: 3 clusters Score -1.347565e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112497 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -13475674.000000 Penalty: 5772.047852
	Iteration 28Q: 3 clusters Score -1.347567e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112504 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -13475675.000000 Penalty: 5772.047852
	Iteration 29Q: 3 clusters Score -1.347568e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112509 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -13475683.000000 Penalty: 5772.047852
	Iteration 30Q: 3 clusters Score -1.347568e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112515 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -13475683.000000 Penalty: 5772.047852
	Iteration 31Q: 3 clusters Score -1.347568e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112519 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -13475673.000000 Penalty: 5772.047852
	Iteration 32Q: 3 clusters Score -1.347567e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112520 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -13475674.000000 Penalty: 5772.047852
	Iteration 33Q: 3 clusters Score -1.347567e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112522 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -13475678.000000 Penalty: 5772.047852
	Iteration 34Q: 3 clusters Score -1.347568e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112522 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -13475691.000000 Penalty: 5772.047852
	Iteration 35Q: 3 clusters Score -1.347569e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112526 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -13475689.000000 Penalty: 5772.047852
	Iteration 36Q: 3 clusters Score -1.347569e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112527 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -13475687.000000 Penalty: 5772.047852
	Iteration 37Q: 3 clusters Score -1.347569e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112529 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -13475693.000000 Penalty: 5772.047852
	Iteration 38Q: 3 clusters Score -1.347569e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112530 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -13475697.000000 Penalty: 5772.047852
	Iteration 39Q: 3 clusters Score -1.34757e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112530 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -13475697.000000 Penalty: 5772.047852
	Iteration 40F: 3 clusters Score -1.34757e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (45055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45055 members 
Entering Unmasked Estep 
Score: -5229020.500000 Penalty: 2657.478516
	Iteration 0F: 2 clusters Score -5229020 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22499 members 
Mstep: Class 2 contains 22556 members 
Entering Unmasked Estep 
Score: -5198639.000000 Penalty: 5314.957031
	Iteration 0F: 3 clusters Score -5198639 nChanged 20755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22152 members 
Mstep: Class 2 contains 22903 members 
Entering Unmasked Estep 
Score: -5210194.500000 Penalty: 5314.957031
	Iteration 1F: 3 clusters Score -5210194 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21959 members 
Mstep: Class 2 contains 23096 members 
Entering Unmasked Estep 
Score: -5210990.500000 Penalty: 5314.957031
	Iteration 2Q: 3 clusters Score -5210990 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21702 members 
Mstep: Class 2 contains 23353 members 
Entering Unmasked Estep 
Score: -5211846.500000 Penalty: 5314.957031
	Iteration 3Q: 3 clusters Score -5211846 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21421 members 
Mstep: Class 2 contains 23634 members 
Entering Unmasked Estep 
Score: -5213014.500000 Penalty: 5314.957031
	Iteration 4Q: 3 clusters Score -5213014 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21313 members 
Mstep: Class 2 contains 23742 members 
Entering Unmasked Estep 
Score: -5214384.500000 Penalty: 5314.957031
	Iteration 5F: 3 clusters Score -5214384 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21526 members 
Mstep: Class 2 contains 23529 members 
Entering Unmasked Estep 
Score: -5216035.500000 Penalty: 5314.957031
	Iteration 6F: 3 clusters Score -5216036 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22073 members 
Mstep: Class 2 contains 22982 members 
Entering Unmasked Estep 
Score: -5217895.000000 Penalty: 5314.957031
	Iteration 7F: 3 clusters Score -5217895 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22896 members 
Mstep: Class 2 contains 22159 members 
Entering Unmasked Estep 
Score: -5219781.000000 Penalty: 5314.957031
	Iteration 8F: 3 clusters Score -5219781 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23973 members 
Mstep: Class 2 contains 21082 members 
Entering Unmasked Estep 
Score: -5221436.000000 Penalty: 5314.957031
	Iteration 9F: 3 clusters Score -5221436 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25108 members 
Mstep: Class 2 contains 19947 members 
Entering Unmasked Estep 
Score: -5222681.500000 Penalty: 5314.957031
	Iteration 10F: 3 clusters Score -5222682 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26246 members 
Mstep: Class 2 contains 18809 members 
Entering Unmasked Estep 
Score: -5223554.500000 Penalty: 5314.957031
	Iteration 11Q: 3 clusters Score -5223554 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27307 members 
Mstep: Class 2 contains 17748 members 
Entering Unmasked Estep 
Score: -5224304.000000 Penalty: 5314.957031
	Iteration 12Q: 3 clusters Score -5224304 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28359 members 
Mstep: Class 2 contains 16696 members 
Entering Unmasked Estep 
Score: -5224989.000000 Penalty: 5314.957031
	Iteration 13Q: 3 clusters Score -5224989 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29402 members 
Mstep: Class 2 contains 15653 members 
Entering Unmasked Estep 
Score: -5225699.000000 Penalty: 5314.957031
	Iteration 14Q: 3 clusters Score -5225699 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30423 members 
Mstep: Class 2 contains 14632 members 
Entering Unmasked Estep 
Score: -5226454.000000 Penalty: 5314.957031
	Iteration 15Q: 3 clusters Score -5226454 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31418 members 
Mstep: Class 2 contains 13637 members 
Entering Unmasked Estep 
Score: -5227054.500000 Penalty: 5314.957031
	Iteration 16Q: 3 clusters Score -5227054 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32396 members 
Mstep: Class 2 contains 12659 members 
Entering Unmasked Estep 
Score: -5227610.500000 Penalty: 5314.957031
	Iteration 17Q: 3 clusters Score -5227610 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33387 members 
Mstep: Class 2 contains 11668 members 
Entering Unmasked Estep 
Score: -5228102.500000 Penalty: 5314.957031
	Iteration 18Q: 3 clusters Score -5228102 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34350 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -5228488.000000 Penalty: 5314.957031
	Iteration 19Q: 3 clusters Score -5228488 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35223 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -5228795.500000 Penalty: 5314.957031
	Iteration 20F: 3 clusters Score -5228796 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36037 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -5229103.000000 Penalty: 5314.957031
	Iteration 21Q: 3 clusters Score -5229103 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36724 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -5229311.000000 Penalty: 5314.957031
	Iteration 22Q: 3 clusters Score -5229311 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37317 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -5229463.500000 Penalty: 5314.957031
	Iteration 23Q: 3 clusters Score -5229464 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37839 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -5229603.000000 Penalty: 5314.957031
	Iteration 24Q: 3 clusters Score -5229603 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38321 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -5229742.000000 Penalty: 5314.957031
	Iteration 25Q: 3 clusters Score -5229742 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38758 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -5229853.500000 Penalty: 5314.957031
	Iteration 26Q: 3 clusters Score -5229854 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39104 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -5229909.500000 Penalty: 5314.957031
	Iteration 27Q: 3 clusters Score -5229910 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39382 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -5229960.000000 Penalty: 5314.957031
	Iteration 28Q: 3 clusters Score -5229960 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39600 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -5229986.000000 Penalty: 5314.957031
	Iteration 29Q: 3 clusters Score -5229986 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39784 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -5230034.000000 Penalty: 5314.957031
	Iteration 30Q: 3 clusters Score -5230034 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39947 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -5230043.000000 Penalty: 5314.957031
	Iteration 31Q: 3 clusters Score -5230043 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40101 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -5230062.000000 Penalty: 5314.957031
	Iteration 32Q: 3 clusters Score -5230062 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40203 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -5230085.000000 Penalty: 5314.957031
	Iteration 33Q: 3 clusters Score -5230085 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40291 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -5230114.000000 Penalty: 5314.957031
	Iteration 34Q: 3 clusters Score -5230114 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40361 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -5230122.000000 Penalty: 5314.957031
	Iteration 35Q: 3 clusters Score -5230122 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40417 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -5230124.500000 Penalty: 5314.957031
	Iteration 36Q: 3 clusters Score -5230124 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40467 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -5230129.500000 Penalty: 5314.957031
	Iteration 37Q: 3 clusters Score -5230130 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40501 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -5230122.000000 Penalty: 5314.957031
	Iteration 38Q: 3 clusters Score -5230122 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40539 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -5230127.000000 Penalty: 5314.957031
	Iteration 39Q: 3 clusters Score -5230127 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40580 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -5230132.500000 Penalty: 5314.957031
	Iteration 40F: 3 clusters Score -5230132 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40620 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -5230144.500000 Penalty: 5314.957031
	Iteration 41Q: 3 clusters Score -5230144 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40654 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -5230145.500000 Penalty: 5314.957031
	Iteration 42Q: 3 clusters Score -5230146 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40688 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -5230144.500000 Penalty: 5314.957031
	Iteration 43Q: 3 clusters Score -5230144 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40722 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -5230151.000000 Penalty: 5314.957031
	Iteration 44Q: 3 clusters Score -5230151 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40748 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -5230151.000000 Penalty: 5314.957031
	Iteration 45Q: 3 clusters Score -5230151 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40771 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -5230153.000000 Penalty: 5314.957031
	Iteration 46Q: 3 clusters Score -5230153 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40791 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -5230144.500000 Penalty: 5314.957031
	Iteration 47Q: 3 clusters Score -5230144 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40800 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -5230152.000000 Penalty: 5314.957031
	Iteration 48Q: 3 clusters Score -5230152 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40810 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -5230151.500000 Penalty: 5314.957031
	Iteration 49Q: 3 clusters Score -5230152 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40821 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -5230152.000000 Penalty: 5314.957031
	Iteration 50Q: 3 clusters Score -5230152 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40828 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -5230155.000000 Penalty: 5314.957031
	Iteration 51Q: 3 clusters Score -5230155 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40833 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -5230152.000000 Penalty: 5314.957031
	Iteration 52Q: 3 clusters Score -5230152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40837 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -5230153.500000 Penalty: 5314.957031
	Iteration 53Q: 3 clusters Score -5230154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40841 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -5230153.500000 Penalty: 5314.957031
	Iteration 54Q: 3 clusters Score -5230154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40842 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -5230150.000000 Penalty: 5314.957031
	Iteration 55Q: 3 clusters Score -5230150 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40842 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -5230150.000000 Penalty: 5314.957031
	Iteration 56F: 3 clusters Score -5230150 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 234924 members 
Mstep: Class 2 contains 6167 members 
Mstep: Class 3 contains 99226 members 
Mstep: Class 4 contains 129892 members 
Mstep: Class 5 contains 23861 members 
Mstep: Class 6 contains 3130 members 
Mstep: Class 7 contains 11939 members 
Mstep: Class 8 contains 11745 members 
Mstep: Class 9 contains 19086 members 
Mstep: Class 10 contains 1250 members 
Mstep: Class 11 contains 15231 members 
Mstep: Class 12 contains 234370 members 
Mstep: Class 13 contains 113232 members 
Mstep: Class 14 contains 40842 members 
Mstep: Class 15 contains 13518 members 
Mstep: Class 16 contains 217757 members 
Mstep: Class 17 contains 14165 members 
Mstep: Class 18 contains 58712 members 
Mstep: Class 19 contains 4084 members 
Mstep: Class 20 contains 5909 members 
Mstep: Class 21 contains 16926 members 
Mstep: Class 22 contains 14084 members 
Mstep: Class 23 contains 4213 members 
Mstep: Class 24 contains 65980 members 
Entering Unmasked Estep 
Score: -155571920.000000 Penalty: 84061.156250
Splitting cluster 14 changes total score from -155534624.000000 to -155571920.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 15 (13518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13518 members 
Entering Unmasked Estep 
Score: -1604675.750000 Penalty: 2358.920898
	Iteration 0F: 2 clusters Score -1604676 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -1594780.500000 Penalty: 4717.841797
	Iteration 0F: 3 clusters Score -1594780 nChanged 5861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -1597988.875000 Penalty: 4717.841797
	Iteration 1F: 3 clusters Score -1597989 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -1598486.125000 Penalty: 4717.841797
	Iteration 2F: 3 clusters Score -1598486 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -1598922.125000 Penalty: 4717.841797
	Iteration 3F: 3 clusters Score -1598922 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -1599439.375000 Penalty: 4717.841797
	Iteration 4F: 3 clusters Score -1599439 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -1600017.500000 Penalty: 4717.841797
	Iteration 5F: 3 clusters Score -1600018 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -1600588.500000 Penalty: 4717.841797
	Iteration 6F: 3 clusters Score -1600588 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -1601150.625000 Penalty: 4717.841797
	Iteration 7F: 3 clusters Score -1601151 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -1601599.625000 Penalty: 4717.841797
	Iteration 8Q: 3 clusters Score -1601600 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -1601971.500000 Penalty: 4717.841797
	Iteration 9Q: 3 clusters Score -1601972 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -1602263.875000 Penalty: 4717.841797
	Iteration 10Q: 3 clusters Score -1602264 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11689 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -1602464.750000 Penalty: 4717.841797
	Iteration 11Q: 3 clusters Score -1602465 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -1602612.625000 Penalty: 4717.841797
	Iteration 12Q: 3 clusters Score -1602613 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12122 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1602730.625000 Penalty: 4717.841797
	Iteration 13Q: 3 clusters Score -1602731 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1602831.875000 Penalty: 4717.841797
	Iteration 14Q: 3 clusters Score -1602832 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1602904.250000 Penalty: 4717.841797
	Iteration 15Q: 3 clusters Score -1602904 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12494 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1602961.250000 Penalty: 4717.841797
	Iteration 16Q: 3 clusters Score -1602961 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12562 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1603003.750000 Penalty: 4717.841797
	Iteration 17Q: 3 clusters Score -1603004 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12617 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1603043.000000 Penalty: 4717.841797
	Iteration 18Q: 3 clusters Score -1603043 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1603068.625000 Penalty: 4717.841797
	Iteration 19Q: 3 clusters Score -1603069 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12686 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1603089.375000 Penalty: 4717.841797
	Iteration 20F: 3 clusters Score -1603089 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1603099.000000 Penalty: 4717.841797
	Iteration 21Q: 3 clusters Score -1603099 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1603106.125000 Penalty: 4717.841797
	Iteration 22Q: 3 clusters Score -1603106 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1603115.250000 Penalty: 4717.841797
	Iteration 23Q: 3 clusters Score -1603115 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1603117.250000 Penalty: 4717.841797
	Iteration 24Q: 3 clusters Score -1603117 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1603119.000000 Penalty: 4717.841797
	Iteration 25Q: 3 clusters Score -1603119 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12751 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1603120.500000 Penalty: 4717.841797
	Iteration 26Q: 3 clusters Score -1603120 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1603125.375000 Penalty: 4717.841797
	Iteration 27Q: 3 clusters Score -1603125 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12763 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1603128.625000 Penalty: 4717.841797
	Iteration 28Q: 3 clusters Score -1603129 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1603131.250000 Penalty: 4717.841797
	Iteration 29Q: 3 clusters Score -1603131 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12772 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1603132.750000 Penalty: 4717.841797
	Iteration 30Q: 3 clusters Score -1603133 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1603135.000000 Penalty: 4717.841797
	Iteration 31Q: 3 clusters Score -1603135 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1603137.000000 Penalty: 4717.841797
	Iteration 32Q: 3 clusters Score -1603137 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1603140.500000 Penalty: 4717.841797
	Iteration 33Q: 3 clusters Score -1603140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12779 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1603140.500000 Penalty: 4717.841797
	Iteration 34Q: 3 clusters Score -1603140 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12779 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1603140.500000 Penalty: 4717.841797
	Iteration 35F: 3 clusters Score -1603140 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (217757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217757 members 
Entering Unmasked Estep 
Score: -26267056.000000 Penalty: 3048.201416
	Iteration 0F: 2 clusters Score -2.626706e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108622 members 
Mstep: Class 2 contains 109135 members 
Entering Unmasked Estep 
Score: -26134462.000000 Penalty: 6096.402832
	Iteration 0F: 3 clusters Score -2.613446e+07 nChanged 105038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105250 members 
Mstep: Class 2 contains 112507 members 
Entering Unmasked Estep 
Score: -26197916.000000 Penalty: 6096.402832
	Iteration 1F: 3 clusters Score -2.619792e+07 nChanged 7225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103827 members 
Mstep: Class 2 contains 113930 members 
Entering Unmasked Estep 
Score: -26200420.000000 Penalty: 6096.402832
	Iteration 2Q: 3 clusters Score -2.620042e+07 nChanged 8266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102291 members 
Mstep: Class 2 contains 115466 members 
Entering Unmasked Estep 
Score: -26203472.000000 Penalty: 6096.402832
	Iteration 3Q: 3 clusters Score -2.620347e+07 nChanged 9742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100567 members 
Mstep: Class 2 contains 117190 members 
Entering Unmasked Estep 
Score: -26208198.000000 Penalty: 6096.402832
	Iteration 4Q: 3 clusters Score -2.62082e+07 nChanged 11338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98613 members 
Mstep: Class 2 contains 119144 members 
Entering Unmasked Estep 
Score: -26214028.000000 Penalty: 6096.402832
	Iteration 5F: 3 clusters Score -2.621403e+07 nChanged 12398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96229 members 
Mstep: Class 2 contains 121528 members 
Entering Unmasked Estep 
Score: -26220690.000000 Penalty: 6096.402832
	Iteration 6F: 3 clusters Score -2.622069e+07 nChanged 12597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93268 members 
Mstep: Class 2 contains 124489 members 
Entering Unmasked Estep 
Score: -26227850.000000 Penalty: 6096.402832
	Iteration 7F: 3 clusters Score -2.622785e+07 nChanged 11591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89471 members 
Mstep: Class 2 contains 128286 members 
Entering Unmasked Estep 
Score: -26234028.000000 Penalty: 6096.402832
	Iteration 8F: 3 clusters Score -2.623403e+07 nChanged 10123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84948 members 
Mstep: Class 2 contains 132809 members 
Entering Unmasked Estep 
Score: -26238878.000000 Penalty: 6096.402832
	Iteration 9Q: 3 clusters Score -2.623888e+07 nChanged 8994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79868 members 
Mstep: Class 2 contains 137889 members 
Entering Unmasked Estep 
Score: -26243044.000000 Penalty: 6096.402832
	Iteration 10Q: 3 clusters Score -2.624304e+07 nChanged 8024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74546 members 
Mstep: Class 2 contains 143211 members 
Entering Unmasked Estep 
Score: -26247156.000000 Penalty: 6096.402832
	Iteration 11Q: 3 clusters Score -2.624716e+07 nChanged 7256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69386 members 
Mstep: Class 2 contains 148371 members 
Entering Unmasked Estep 
Score: -26250496.000000 Penalty: 6096.402832
	Iteration 12Q: 3 clusters Score -2.62505e+07 nChanged 6495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64839 members 
Mstep: Class 2 contains 152918 members 
Entering Unmasked Estep 
Score: -26253538.000000 Penalty: 6096.402832
	Iteration 13Q: 3 clusters Score -2.625354e+07 nChanged 5655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61026 members 
Mstep: Class 2 contains 156731 members 
Entering Unmasked Estep 
Score: -26255862.000000 Penalty: 6096.402832
	Iteration 14Q: 3 clusters Score -2.625586e+07 nChanged 4936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57738 members 
Mstep: Class 2 contains 160019 members 
Entering Unmasked Estep 
Score: -26257466.000000 Penalty: 6096.402832
	Iteration 15Q: 3 clusters Score -2.625747e+07 nChanged 4040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55022 members 
Mstep: Class 2 contains 162735 members 
Entering Unmasked Estep 
Score: -26258696.000000 Penalty: 6096.402832
	Iteration 16Q: 3 clusters Score -2.62587e+07 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52611 members 
Mstep: Class 2 contains 165146 members 
Entering Unmasked Estep 
Score: -26259208.000000 Penalty: 6096.402832
	Iteration 17Q: 3 clusters Score -2.625921e+07 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50472 members 
Mstep: Class 2 contains 167285 members 
Entering Unmasked Estep 
Score: -26259426.000000 Penalty: 6096.402832
	Iteration 18Q: 3 clusters Score -2.625943e+07 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48597 members 
Mstep: Class 2 contains 169160 members 
Entering Unmasked Estep 
Score: -26259556.000000 Penalty: 6096.402832
	Iteration 19Q: 3 clusters Score -2.625956e+07 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46848 members 
Mstep: Class 2 contains 170909 members 
Entering Unmasked Estep 
Score: -26259754.000000 Penalty: 6096.402832
	Iteration 20F: 3 clusters Score -2.625975e+07 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45248 members 
Mstep: Class 2 contains 172509 members 
Entering Unmasked Estep 
Score: -26259798.000000 Penalty: 6096.402832
	Iteration 21Q: 3 clusters Score -2.62598e+07 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43784 members 
Mstep: Class 2 contains 173973 members 
Entering Unmasked Estep 
Score: -26259944.000000 Penalty: 6096.402832
	Iteration 22Q: 3 clusters Score -2.625994e+07 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42413 members 
Mstep: Class 2 contains 175344 members 
Entering Unmasked Estep 
Score: -26260102.000000 Penalty: 6096.402832
	Iteration 23Q: 3 clusters Score -2.62601e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41205 members 
Mstep: Class 2 contains 176552 members 
Entering Unmasked Estep 
Score: -26260124.000000 Penalty: 6096.402832
	Iteration 24Q: 3 clusters Score -2.626012e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40040 members 
Mstep: Class 2 contains 177717 members 
Entering Unmasked Estep 
Score: -26260194.000000 Penalty: 6096.402832
	Iteration 25Q: 3 clusters Score -2.626019e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38923 members 
Mstep: Class 2 contains 178834 members 
Entering Unmasked Estep 
Score: -26260240.000000 Penalty: 6096.402832
	Iteration 26Q: 3 clusters Score -2.626024e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37838 members 
Mstep: Class 2 contains 179919 members 
Entering Unmasked Estep 
Score: -26260426.000000 Penalty: 6096.402832
	Iteration 27Q: 3 clusters Score -2.626043e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36783 members 
Mstep: Class 2 contains 180974 members 
Entering Unmasked Estep 
Score: -26260422.000000 Penalty: 6096.402832
	Iteration 28Q: 3 clusters Score -2.626042e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35752 members 
Mstep: Class 2 contains 182005 members 
Entering Unmasked Estep 
Score: -26260398.000000 Penalty: 6096.402832
	Iteration 29Q: 3 clusters Score -2.62604e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34760 members 
Mstep: Class 2 contains 182997 members 
Entering Unmasked Estep 
Score: -26260380.000000 Penalty: 6096.402832
	Iteration 30Q: 3 clusters Score -2.626038e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33793 members 
Mstep: Class 2 contains 183964 members 
Entering Unmasked Estep 
Score: -26260294.000000 Penalty: 6096.402832
	Iteration 31Q: 3 clusters Score -2.626029e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32880 members 
Mstep: Class 2 contains 184877 members 
Entering Unmasked Estep 
Score: -26260310.000000 Penalty: 6096.402832
	Iteration 32Q: 3 clusters Score -2.626031e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31960 members 
Mstep: Class 2 contains 185797 members 
Entering Unmasked Estep 
Score: -26260316.000000 Penalty: 6096.402832
	Iteration 33Q: 3 clusters Score -2.626032e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31049 members 
Mstep: Class 2 contains 186708 members 
Entering Unmasked Estep 
Score: -26260306.000000 Penalty: 6096.402832
	Iteration 34Q: 3 clusters Score -2.626031e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30155 members 
Mstep: Class 2 contains 187602 members 
Entering Unmasked Estep 
Score: -26260316.000000 Penalty: 6096.402832
	Iteration 35Q: 3 clusters Score -2.626032e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29247 members 
Mstep: Class 2 contains 188510 members 
Entering Unmasked Estep 
Score: -26260354.000000 Penalty: 6096.402832
	Iteration 36Q: 3 clusters Score -2.626035e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28373 members 
Mstep: Class 2 contains 189384 members 
Entering Unmasked Estep 
Score: -26260212.000000 Penalty: 6096.402832
	Iteration 37Q: 3 clusters Score -2.626021e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27449 members 
Mstep: Class 2 contains 190308 members 
Entering Unmasked Estep 
Score: -26260238.000000 Penalty: 6096.402832
	Iteration 38Q: 3 clusters Score -2.626024e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26555 members 
Mstep: Class 2 contains 191202 members 
Entering Unmasked Estep 
Score: -26260154.000000 Penalty: 6096.402832
	Iteration 39Q: 3 clusters Score -2.626015e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25674 members 
Mstep: Class 2 contains 192083 members 
Entering Unmasked Estep 
Score: -26260204.000000 Penalty: 6096.402832
	Iteration 40F: 3 clusters Score -2.62602e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24772 members 
Mstep: Class 2 contains 192985 members 
Entering Unmasked Estep 
Score: -26260324.000000 Penalty: 6096.402832
	Iteration 41Q: 3 clusters Score -2.626032e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23873 members 
Mstep: Class 2 contains 193884 members 
Entering Unmasked Estep 
Score: -26260440.000000 Penalty: 6096.402832
	Iteration 42Q: 3 clusters Score -2.626044e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22951 members 
Mstep: Class 2 contains 194806 members 
Entering Unmasked Estep 
Score: -26260536.000000 Penalty: 6096.402832
	Iteration 43Q: 3 clusters Score -2.626054e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22018 members 
Mstep: Class 2 contains 195739 members 
Entering Unmasked Estep 
Score: -26260582.000000 Penalty: 6096.402832
	Iteration 44Q: 3 clusters Score -2.626058e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21104 members 
Mstep: Class 2 contains 196653 members 
Entering Unmasked Estep 
Score: -26260570.000000 Penalty: 6096.402832
	Iteration 45Q: 3 clusters Score -2.626057e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20211 members 
Mstep: Class 2 contains 197546 members 
Entering Unmasked Estep 
Score: -26260740.000000 Penalty: 6096.402832
	Iteration 46Q: 3 clusters Score -2.626074e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19333 members 
Mstep: Class 2 contains 198424 members 
Entering Unmasked Estep 
Score: -26260738.000000 Penalty: 6096.402832
	Iteration 47Q: 3 clusters Score -2.626074e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18457 members 
Mstep: Class 2 contains 199300 members 
Entering Unmasked Estep 
Score: -26260824.000000 Penalty: 6096.402832
	Iteration 48Q: 3 clusters Score -2.626082e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17612 members 
Mstep: Class 2 contains 200145 members 
Entering Unmasked Estep 
Score: -26261056.000000 Penalty: 6096.402832
	Iteration 49Q: 3 clusters Score -2.626106e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16764 members 
Mstep: Class 2 contains 200993 members 
Entering Unmasked Estep 
Score: -26261270.000000 Penalty: 6096.402832
	Iteration 50Q: 3 clusters Score -2.626127e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15926 members 
Mstep: Class 2 contains 201831 members 
Entering Unmasked Estep 
Score: -26261422.000000 Penalty: 6096.402832
	Iteration 51Q: 3 clusters Score -2.626142e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15100 members 
Mstep: Class 2 contains 202657 members 
Entering Unmasked Estep 
Score: -26261546.000000 Penalty: 6096.402832
	Iteration 52Q: 3 clusters Score -2.626155e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14266 members 
Mstep: Class 2 contains 203491 members 
Entering Unmasked Estep 
Score: -26261832.000000 Penalty: 6096.402832
	Iteration 53Q: 3 clusters Score -2.626183e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13463 members 
Mstep: Class 2 contains 204294 members 
Entering Unmasked Estep 
Score: -26262094.000000 Penalty: 6096.402832
	Iteration 54Q: 3 clusters Score -2.626209e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12696 members 
Mstep: Class 2 contains 205061 members 
Entering Unmasked Estep 
Score: -26262238.000000 Penalty: 6096.402832
	Iteration 55Q: 3 clusters Score -2.626224e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 205838 members 
Entering Unmasked Estep 
Score: -26262532.000000 Penalty: 6096.402832
	Iteration 56Q: 3 clusters Score -2.626253e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 206586 members 
Entering Unmasked Estep 
Score: -26262754.000000 Penalty: 6096.402832
	Iteration 57Q: 3 clusters Score -2.626275e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 207343 members 
Entering Unmasked Estep 
Score: -26262970.000000 Penalty: 6096.402832
	Iteration 58Q: 3 clusters Score -2.626297e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 208060 members 
Entering Unmasked Estep 
Score: -26263082.000000 Penalty: 6096.402832
	Iteration 59Q: 3 clusters Score -2.626308e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 208740 members 
Entering Unmasked Estep 
Score: -26263282.000000 Penalty: 6096.402832
	Iteration 60F: 3 clusters Score -2.626328e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 209445 members 
Entering Unmasked Estep 
Score: -26263510.000000 Penalty: 6096.402832
	Iteration 61Q: 3 clusters Score -2.626351e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 210066 members 
Entering Unmasked Estep 
Score: -26263672.000000 Penalty: 6096.402832
	Iteration 62Q: 3 clusters Score -2.626367e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 210631 members 
Entering Unmasked Estep 
Score: -26263820.000000 Penalty: 6096.402832
	Iteration 63Q: 3 clusters Score -2.626382e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 211111 members 
Entering Unmasked Estep 
Score: -26264018.000000 Penalty: 6096.402832
	Iteration 64Q: 3 clusters Score -2.626402e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 211579 members 
Entering Unmasked Estep 
Score: -26264118.000000 Penalty: 6096.402832
	Iteration 65Q: 3 clusters Score -2.626412e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 212023 members 
Entering Unmasked Estep 
Score: -26264308.000000 Penalty: 6096.402832
	Iteration 66Q: 3 clusters Score -2.626431e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 212414 members 
Entering Unmasked Estep 
Score: -26264402.000000 Penalty: 6096.402832
	Iteration 67Q: 3 clusters Score -2.62644e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 212724 members 
Entering Unmasked Estep 
Score: -26264468.000000 Penalty: 6096.402832
	Iteration 68Q: 3 clusters Score -2.626447e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 212997 members 
Entering Unmasked Estep 
Score: -26264592.000000 Penalty: 6096.402832
	Iteration 69Q: 3 clusters Score -2.626459e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 213244 members 
Entering Unmasked Estep 
Score: -26264658.000000 Penalty: 6096.402832
	Iteration 70Q: 3 clusters Score -2.626466e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 213448 members 
Entering Unmasked Estep 
Score: -26264714.000000 Penalty: 6096.402832
	Iteration 71Q: 3 clusters Score -2.626471e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 213622 members 
Entering Unmasked Estep 
Score: -26264736.000000 Penalty: 6096.402832
	Iteration 72Q: 3 clusters Score -2.626474e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 213786 members 
Entering Unmasked Estep 
Score: -26264802.000000 Penalty: 6096.402832
	Iteration 73Q: 3 clusters Score -2.62648e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 213917 members 
Entering Unmasked Estep 
Score: -26264826.000000 Penalty: 6096.402832
	Iteration 74Q: 3 clusters Score -2.626483e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 214033 members 
Entering Unmasked Estep 
Score: -26264820.000000 Penalty: 6096.402832
	Iteration 75Q: 3 clusters Score -2.626482e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 214126 members 
Entering Unmasked Estep 
Score: -26264836.000000 Penalty: 6096.402832
	Iteration 76Q: 3 clusters Score -2.626484e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 214203 members 
Entering Unmasked Estep 
Score: -26264868.000000 Penalty: 6096.402832
	Iteration 77Q: 3 clusters Score -2.626487e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 214275 members 
Entering Unmasked Estep 
Score: -26264872.000000 Penalty: 6096.402832
	Iteration 78Q: 3 clusters Score -2.626487e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 214328 members 
Entering Unmasked Estep 
Score: -26264894.000000 Penalty: 6096.402832
	Iteration 79Q: 3 clusters Score -2.626489e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 214389 members 
Entering Unmasked Estep 
Score: -26264898.000000 Penalty: 6096.402832
	Iteration 80F: 3 clusters Score -2.62649e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 214453 members 
Entering Unmasked Estep 
Score: -26264894.000000 Penalty: 6096.402832
	Iteration 81Q: 3 clusters Score -2.626489e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 214506 members 
Entering Unmasked Estep 
Score: -26264884.000000 Penalty: 6096.402832
	Iteration 82Q: 3 clusters Score -2.626488e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 214542 members 
Entering Unmasked Estep 
Score: -26264906.000000 Penalty: 6096.402832
	Iteration 83Q: 3 clusters Score -2.626491e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 214575 members 
Entering Unmasked Estep 
Score: -26264936.000000 Penalty: 6096.402832
	Iteration 84Q: 3 clusters Score -2.626494e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 214622 members 
Entering Unmasked Estep 
Score: -26264954.000000 Penalty: 6096.402832
	Iteration 85Q: 3 clusters Score -2.626495e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 214660 members 
Entering Unmasked Estep 
Score: -26264970.000000 Penalty: 6096.402832
	Iteration 86Q: 3 clusters Score -2.626497e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 214692 members 
Entering Unmasked Estep 
Score: -26264956.000000 Penalty: 6096.402832
	Iteration 87Q: 3 clusters Score -2.626496e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 214714 members 
Entering Unmasked Estep 
Score: -26264974.000000 Penalty: 6096.402832
	Iteration 88Q: 3 clusters Score -2.626497e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 214749 members 
Entering Unmasked Estep 
Score: -26265002.000000 Penalty: 6096.402832
	Iteration 89Q: 3 clusters Score -2.6265e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 214789 members 
Entering Unmasked Estep 
Score: -26265014.000000 Penalty: 6096.402832
	Iteration 90Q: 3 clusters Score -2.626501e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 214813 members 
Entering Unmasked Estep 
Score: -26265034.000000 Penalty: 6096.402832
	Iteration 91Q: 3 clusters Score -2.626503e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 214829 members 
Entering Unmasked Estep 
Score: -26265052.000000 Penalty: 6096.402832
	Iteration 92Q: 3 clusters Score -2.626505e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 214855 members 
Entering Unmasked Estep 
Score: -26265074.000000 Penalty: 6096.402832
	Iteration 93Q: 3 clusters Score -2.626507e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 214881 members 
Entering Unmasked Estep 
Score: -26265082.000000 Penalty: 6096.402832
	Iteration 94Q: 3 clusters Score -2.626508e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 214901 members 
Entering Unmasked Estep 
Score: -26265098.000000 Penalty: 6096.402832
	Iteration 95Q: 3 clusters Score -2.62651e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 214912 members 
Entering Unmasked Estep 
Score: -26265092.000000 Penalty: 6096.402832
	Iteration 96Q: 3 clusters Score -2.626509e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 214929 members 
Entering Unmasked Estep 
Score: -26265108.000000 Penalty: 6096.402832
	Iteration 97Q: 3 clusters Score -2.626511e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 214948 members 
Entering Unmasked Estep 
Score: -26265108.000000 Penalty: 6096.402832
	Iteration 98Q: 3 clusters Score -2.626511e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 214964 members 
Entering Unmasked Estep 
Score: -26265106.000000 Penalty: 6096.402832
	Iteration 99Q: 3 clusters Score -2.626511e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 214975 members 
Entering Unmasked Estep 
Score: -26265114.000000 Penalty: 6096.402832
	Iteration 100F: 3 clusters Score -2.626511e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 214992 members 
Entering Unmasked Estep 
Score: -26265096.000000 Penalty: 6096.402832
	Iteration 101Q: 3 clusters Score -2.62651e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 215000 members 
Entering Unmasked Estep 
Score: -26265098.000000 Penalty: 6096.402832
	Iteration 102Q: 3 clusters Score -2.62651e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 215012 members 
Entering Unmasked Estep 
Score: -26265094.000000 Penalty: 6096.402832
	Iteration 103Q: 3 clusters Score -2.626509e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 215021 members 
Entering Unmasked Estep 
Score: -26265124.000000 Penalty: 6096.402832
	Iteration 104Q: 3 clusters Score -2.626512e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 215026 members 
Entering Unmasked Estep 
Score: -26265110.000000 Penalty: 6096.402832
	Iteration 105Q: 3 clusters Score -2.626511e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 215041 members 
Entering Unmasked Estep 
Score: -26265132.000000 Penalty: 6096.402832
	Iteration 106Q: 3 clusters Score -2.626513e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 215047 members 
Entering Unmasked Estep 
Score: -26265134.000000 Penalty: 6096.402832
	Iteration 107Q: 3 clusters Score -2.626513e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 215051 members 
Entering Unmasked Estep 
Score: -26265122.000000 Penalty: 6096.402832
	Iteration 108Q: 3 clusters Score -2.626512e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 215057 members 
Entering Unmasked Estep 
Score: -26265136.000000 Penalty: 6096.402832
	Iteration 109Q: 3 clusters Score -2.626514e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 215065 members 
Entering Unmasked Estep 
Score: -26265138.000000 Penalty: 6096.402832
	Iteration 110Q: 3 clusters Score -2.626514e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 215076 members 
Entering Unmasked Estep 
Score: -26265132.000000 Penalty: 6096.402832
	Iteration 111Q: 3 clusters Score -2.626513e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 215081 members 
Entering Unmasked Estep 
Score: -26265132.000000 Penalty: 6096.402832
	Iteration 112Q: 3 clusters Score -2.626513e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 215083 members 
Entering Unmasked Estep 
Score: -26265148.000000 Penalty: 6096.402832
	Iteration 113Q: 3 clusters Score -2.626515e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 215080 members 
Entering Unmasked Estep 
Score: -26265140.000000 Penalty: 6096.402832
	Iteration 114Q: 3 clusters Score -2.626514e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 215081 members 
Entering Unmasked Estep 
Score: -26265152.000000 Penalty: 6096.402832
	Iteration 115Q: 3 clusters Score -2.626515e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 215087 members 
Entering Unmasked Estep 
Score: -26265150.000000 Penalty: 6096.402832
	Iteration 116Q: 3 clusters Score -2.626515e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 215089 members 
Entering Unmasked Estep 
Score: -26265142.000000 Penalty: 6096.402832
	Iteration 117Q: 3 clusters Score -2.626514e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 215094 members 
Entering Unmasked Estep 
Score: -26265122.000000 Penalty: 6096.402832
	Iteration 118Q: 3 clusters Score -2.626512e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 215101 members 
Entering Unmasked Estep 
Score: -26265136.000000 Penalty: 6096.402832
	Iteration 119Q: 3 clusters Score -2.626514e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 215105 members 
Entering Unmasked Estep 
Score: -26265140.000000 Penalty: 6096.402832
	Iteration 120F: 3 clusters Score -2.626514e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 215109 members 
Entering Unmasked Estep 
Score: -26265138.000000 Penalty: 6096.402832
	Iteration 121Q: 3 clusters Score -2.626514e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 215114 members 
Entering Unmasked Estep 
Score: -26265158.000000 Penalty: 6096.402832
	Iteration 122Q: 3 clusters Score -2.626516e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 215119 members 
Entering Unmasked Estep 
Score: -26265154.000000 Penalty: 6096.402832
	Iteration 123Q: 3 clusters Score -2.626515e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 215122 members 
Entering Unmasked Estep 
Score: -26265164.000000 Penalty: 6096.402832
	Iteration 124Q: 3 clusters Score -2.626516e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 215125 members 
Entering Unmasked Estep 
Score: -26265146.000000 Penalty: 6096.402832
	Iteration 125Q: 3 clusters Score -2.626515e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 215123 members 
Entering Unmasked Estep 
Score: -26265162.000000 Penalty: 6096.402832
	Iteration 126Q: 3 clusters Score -2.626516e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 215121 members 
Entering Unmasked Estep 
Score: -26265154.000000 Penalty: 6096.402832
	Iteration 127Q: 3 clusters Score -2.626515e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 215126 members 
Entering Unmasked Estep 
Score: -26265150.000000 Penalty: 6096.402832
	Iteration 128Q: 3 clusters Score -2.626515e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 215128 members 
Entering Unmasked Estep 
Score: -26265134.000000 Penalty: 6096.402832
	Iteration 129Q: 3 clusters Score -2.626513e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 215130 members 
Entering Unmasked Estep 
Score: -26265144.000000 Penalty: 6096.402832
	Iteration 130Q: 3 clusters Score -2.626514e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 215135 members 
Entering Unmasked Estep 
Score: -26265146.000000 Penalty: 6096.402832
	Iteration 131Q: 3 clusters Score -2.626515e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 215135 members 
Entering Unmasked Estep 
Score: -26265148.000000 Penalty: 6096.402832
	Iteration 132Q: 3 clusters Score -2.626515e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 215137 members 
Entering Unmasked Estep 
Score: -26265142.000000 Penalty: 6096.402832
	Iteration 133Q: 3 clusters Score -2.626514e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 215139 members 
Entering Unmasked Estep 
Score: -26265162.000000 Penalty: 6096.402832
	Iteration 134Q: 3 clusters Score -2.626516e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 215142 members 
Entering Unmasked Estep 
Score: -26265156.000000 Penalty: 6096.402832
	Iteration 135Q: 3 clusters Score -2.626516e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 215145 members 
Entering Unmasked Estep 
Score: -26265148.000000 Penalty: 6096.402832
	Iteration 136Q: 3 clusters Score -2.626515e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 215147 members 
Entering Unmasked Estep 
Score: -26265140.000000 Penalty: 6096.402832
	Iteration 137Q: 3 clusters Score -2.626514e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 215147 members 
Entering Unmasked Estep 
Score: -26265140.000000 Penalty: 6096.402832
	Iteration 138Q: 3 clusters Score -2.626514e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 215146 members 
Entering Unmasked Estep 
Score: -26265146.000000 Penalty: 6096.402832
	Iteration 139Q: 3 clusters Score -2.626515e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 215144 members 
Entering Unmasked Estep 
Score: -26265154.000000 Penalty: 6096.402832
	Iteration 140F: 3 clusters Score -2.626515e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (14165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14165 members 
Entering Unmasked Estep 
Score: -1483439.625000 Penalty: 2370.515381
	Iteration 0F: 2 clusters Score -1483440 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -1473220.250000 Penalty: 4741.030762
	Iteration 0F: 3 clusters Score -1473220 nChanged 6200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -1478935.875000 Penalty: 4741.030762
	Iteration 1F: 3 clusters Score -1478936 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -1482415.875000 Penalty: 4741.030762
	Iteration 2F: 3 clusters Score -1482416 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -1485629.000000 Penalty: 4741.030762
	Iteration 3F: 3 clusters Score -1485629 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -1487571.750000 Penalty: 4741.030762
	Iteration 4F: 3 clusters Score -1487572 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -1488698.125000 Penalty: 4741.030762
	Iteration 5F: 3 clusters Score -1488698 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -1489201.375000 Penalty: 4741.030762
	Iteration 6Q: 3 clusters Score -1489201 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -1489386.500000 Penalty: 4741.030762
	Iteration 7Q: 3 clusters Score -1489386 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -1489448.750000 Penalty: 4741.030762
	Iteration 8Q: 3 clusters Score -1489449 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -1489484.000000 Penalty: 4741.030762
	Iteration 9Q: 3 clusters Score -1489484 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -1489499.000000 Penalty: 4741.030762
	Iteration 10Q: 3 clusters Score -1489499 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -1489508.500000 Penalty: 4741.030762
	Iteration 11Q: 3 clusters Score -1489508 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -1489513.750000 Penalty: 4741.030762
	Iteration 12Q: 3 clusters Score -1489514 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -1489512.750000 Penalty: 4741.030762
	Iteration 13Q: 3 clusters Score -1489513 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -1489518.750000 Penalty: 4741.030762
	Iteration 14Q: 3 clusters Score -1489519 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -1489519.000000 Penalty: 4741.030762
	Iteration 15Q: 3 clusters Score -1489519 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -1489518.375000 Penalty: 4741.030762
	Iteration 16Q: 3 clusters Score -1489518 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -1489518.375000 Penalty: 4741.030762
	Iteration 17F: 3 clusters Score -1489518 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 234924 members 
Mstep: Class 2 contains 6167 members 
Mstep: Class 3 contains 99226 members 
Mstep: Class 4 contains 129892 members 
Mstep: Class 5 contains 23861 members 
Mstep: Class 6 contains 3130 members 
Mstep: Class 7 contains 11939 members 
Mstep: Class 8 contains 11745 members 
Mstep: Class 9 contains 19086 members 
Mstep: Class 10 contains 1250 members 
Mstep: Class 11 contains 15231 members 
Mstep: Class 12 contains 234370 members 
Mstep: Class 13 contains 113232 members 
Mstep: Class 14 contains 40842 members 
Mstep: Class 15 contains 13518 members 
Mstep: Class 16 contains 217757 members 
Mstep: Class 17 contains 3867 members 
Mstep: Class 18 contains 58712 members 
Mstep: Class 19 contains 4084 members 
Mstep: Class 20 contains 5909 members 
Mstep: Class 21 contains 16926 members 
Mstep: Class 22 contains 14084 members 
Mstep: Class 23 contains 4213 members 
Mstep: Class 24 contains 65980 members 
Mstep: Class 25 contains 10298 members 
Entering Unmasked Estep 
Score: -155577392.000000 Penalty: 87563.703125
Splitting cluster 17 changes total score from -155534624.000000 to -155577392.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 18 (58712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58712 members 
Entering Unmasked Estep 
Score: -6638029.500000 Penalty: 2723.138916
	Iteration 0F: 2 clusters Score -6638030 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29081 members 
Mstep: Class 2 contains 29631 members 
Entering Unmasked Estep 
Score: -6598625.500000 Penalty: 5446.277832
	Iteration 0F: 3 clusters Score -6598626 nChanged 27225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27332 members 
Mstep: Class 2 contains 31380 members 
Entering Unmasked Estep 
Score: -6614410.000000 Penalty: 5446.277832
	Iteration 1F: 3 clusters Score -6614410 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26432 members 
Mstep: Class 2 contains 32280 members 
Entering Unmasked Estep 
Score: -6615930.500000 Penalty: 5446.277832
	Iteration 2F: 3 clusters Score -6615930 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25338 members 
Mstep: Class 2 contains 33374 members 
Entering Unmasked Estep 
Score: -6617956.000000 Penalty: 5446.277832
	Iteration 3F: 3 clusters Score -6617956 nChanged 3736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24062 members 
Mstep: Class 2 contains 34650 members 
Entering Unmasked Estep 
Score: -6620627.500000 Penalty: 5446.277832
	Iteration 4F: 3 clusters Score -6620628 nChanged 4099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22625 members 
Mstep: Class 2 contains 36087 members 
Entering Unmasked Estep 
Score: -6623987.500000 Penalty: 5446.277832
	Iteration 5F: 3 clusters Score -6623988 nChanged 4288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21069 members 
Mstep: Class 2 contains 37643 members 
Entering Unmasked Estep 
Score: -6628016.500000 Penalty: 5446.277832
	Iteration 6F: 3 clusters Score -6628016 nChanged 4046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19657 members 
Mstep: Class 2 contains 39055 members 
Entering Unmasked Estep 
Score: -6632020.000000 Penalty: 5446.277832
	Iteration 7F: 3 clusters Score -6632020 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18874 members 
Mstep: Class 2 contains 39838 members 
Entering Unmasked Estep 
Score: -6634898.500000 Penalty: 5446.277832
	Iteration 8F: 3 clusters Score -6634898 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18511 members 
Mstep: Class 2 contains 40201 members 
Entering Unmasked Estep 
Score: -6636326.000000 Penalty: 5446.277832
	Iteration 9Q: 3 clusters Score -6636326 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18495 members 
Mstep: Class 2 contains 40217 members 
Entering Unmasked Estep 
Score: -6636929.500000 Penalty: 5446.277832
	Iteration 10Q: 3 clusters Score -6636930 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18580 members 
Mstep: Class 2 contains 40132 members 
Entering Unmasked Estep 
Score: -6637218.500000 Penalty: 5446.277832
	Iteration 11Q: 3 clusters Score -6637218 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18697 members 
Mstep: Class 2 contains 40015 members 
Entering Unmasked Estep 
Score: -6637407.000000 Penalty: 5446.277832
	Iteration 12Q: 3 clusters Score -6637407 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18860 members 
Mstep: Class 2 contains 39852 members 
Entering Unmasked Estep 
Score: -6637523.000000 Penalty: 5446.277832
	Iteration 13Q: 3 clusters Score -6637523 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19038 members 
Mstep: Class 2 contains 39674 members 
Entering Unmasked Estep 
Score: -6637618.000000 Penalty: 5446.277832
	Iteration 14Q: 3 clusters Score -6637618 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19233 members 
Mstep: Class 2 contains 39479 members 
Entering Unmasked Estep 
Score: -6637712.500000 Penalty: 5446.277832
	Iteration 15Q: 3 clusters Score -6637712 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19448 members 
Mstep: Class 2 contains 39264 members 
Entering Unmasked Estep 
Score: -6637766.000000 Penalty: 5446.277832
	Iteration 16Q: 3 clusters Score -6637766 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19649 members 
Mstep: Class 2 contains 39063 members 
Entering Unmasked Estep 
Score: -6637775.500000 Penalty: 5446.277832
	Iteration 17Q: 3 clusters Score -6637776 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19814 members 
Mstep: Class 2 contains 38898 members 
Entering Unmasked Estep 
Score: -6637824.500000 Penalty: 5446.277832
	Iteration 18Q: 3 clusters Score -6637824 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19962 members 
Mstep: Class 2 contains 38750 members 
Entering Unmasked Estep 
Score: -6637841.500000 Penalty: 5446.277832
	Iteration 19Q: 3 clusters Score -6637842 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20088 members 
Mstep: Class 2 contains 38624 members 
Entering Unmasked Estep 
Score: -6637858.000000 Penalty: 5446.277832
	Iteration 20F: 3 clusters Score -6637858 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20215 members 
Mstep: Class 2 contains 38497 members 
Entering Unmasked Estep 
Score: -6637862.000000 Penalty: 5446.277832
	Iteration 21Q: 3 clusters Score -6637862 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20326 members 
Mstep: Class 2 contains 38386 members 
Entering Unmasked Estep 
Score: -6637889.500000 Penalty: 5446.277832
	Iteration 22Q: 3 clusters Score -6637890 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20412 members 
Mstep: Class 2 contains 38300 members 
Entering Unmasked Estep 
Score: -6637914.000000 Penalty: 5446.277832
	Iteration 23Q: 3 clusters Score -6637914 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20490 members 
Mstep: Class 2 contains 38222 members 
Entering Unmasked Estep 
Score: -6637912.000000 Penalty: 5446.277832
	Iteration 24Q: 3 clusters Score -6637912 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20554 members 
Mstep: Class 2 contains 38158 members 
Entering Unmasked Estep 
Score: -6637912.500000 Penalty: 5446.277832
	Iteration 25Q: 3 clusters Score -6637912 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20609 members 
Mstep: Class 2 contains 38103 members 
Entering Unmasked Estep 
Score: -6637921.500000 Penalty: 5446.277832
	Iteration 26Q: 3 clusters Score -6637922 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20657 members 
Mstep: Class 2 contains 38055 members 
Entering Unmasked Estep 
Score: -6637919.000000 Penalty: 5446.277832
	Iteration 27Q: 3 clusters Score -6637919 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20701 members 
Mstep: Class 2 contains 38011 members 
Entering Unmasked Estep 
Score: -6637915.000000 Penalty: 5446.277832
	Iteration 28Q: 3 clusters Score -6637915 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20748 members 
Mstep: Class 2 contains 37964 members 
Entering Unmasked Estep 
Score: -6637925.000000 Penalty: 5446.277832
	Iteration 29Q: 3 clusters Score -6637925 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20798 members 
Mstep: Class 2 contains 37914 members 
Entering Unmasked Estep 
Score: -6637919.500000 Penalty: 5446.277832
	Iteration 30Q: 3 clusters Score -6637920 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20856 members 
Mstep: Class 2 contains 37856 members 
Entering Unmasked Estep 
Score: -6637912.000000 Penalty: 5446.277832
	Iteration 31Q: 3 clusters Score -6637912 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20914 members 
Mstep: Class 2 contains 37798 members 
Entering Unmasked Estep 
Score: -6637918.000000 Penalty: 5446.277832
	Iteration 32Q: 3 clusters Score -6637918 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20956 members 
Mstep: Class 2 contains 37756 members 
Entering Unmasked Estep 
Score: -6637928.000000 Penalty: 5446.277832
	Iteration 33Q: 3 clusters Score -6637928 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20989 members 
Mstep: Class 2 contains 37723 members 
Entering Unmasked Estep 
Score: -6637938.000000 Penalty: 5446.277832
	Iteration 34Q: 3 clusters Score -6637938 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21032 members 
Mstep: Class 2 contains 37680 members 
Entering Unmasked Estep 
Score: -6637935.500000 Penalty: 5446.277832
	Iteration 35Q: 3 clusters Score -6637936 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21076 members 
Mstep: Class 2 contains 37636 members 
Entering Unmasked Estep 
Score: -6637936.500000 Penalty: 5446.277832
	Iteration 36Q: 3 clusters Score -6637936 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21123 members 
Mstep: Class 2 contains 37589 members 
Entering Unmasked Estep 
Score: -6637943.500000 Penalty: 5446.277832
	Iteration 37Q: 3 clusters Score -6637944 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21163 members 
Mstep: Class 2 contains 37549 members 
Entering Unmasked Estep 
Score: -6637940.500000 Penalty: 5446.277832
	Iteration 38Q: 3 clusters Score -6637940 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21199 members 
Mstep: Class 2 contains 37513 members 
Entering Unmasked Estep 
Score: -6637942.500000 Penalty: 5446.277832
	Iteration 39Q: 3 clusters Score -6637942 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21234 members 
Mstep: Class 2 contains 37478 members 
Entering Unmasked Estep 
Score: -6637942.500000 Penalty: 5446.277832
	Iteration 40F: 3 clusters Score -6637942 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21256 members 
Mstep: Class 2 contains 37456 members 
Entering Unmasked Estep 
Score: -6637949.500000 Penalty: 5446.277832
	Iteration 41Q: 3 clusters Score -6637950 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21268 members 
Mstep: Class 2 contains 37444 members 
Entering Unmasked Estep 
Score: -6637953.500000 Penalty: 5446.277832
	Iteration 42Q: 3 clusters Score -6637954 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21278 members 
Mstep: Class 2 contains 37434 members 
Entering Unmasked Estep 
Score: -6637946.500000 Penalty: 5446.277832
	Iteration 43Q: 3 clusters Score -6637946 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21288 members 
Mstep: Class 2 contains 37424 members 
Entering Unmasked Estep 
Score: -6637954.000000 Penalty: 5446.277832
	Iteration 44Q: 3 clusters Score -6637954 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21296 members 
Mstep: Class 2 contains 37416 members 
Entering Unmasked Estep 
Score: -6637944.500000 Penalty: 5446.277832
	Iteration 45Q: 3 clusters Score -6637944 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21303 members 
Mstep: Class 2 contains 37409 members 
Entering Unmasked Estep 
Score: -6637953.500000 Penalty: 5446.277832
	Iteration 46Q: 3 clusters Score -6637954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21307 members 
Mstep: Class 2 contains 37405 members 
Entering Unmasked Estep 
Score: -6637947.000000 Penalty: 5446.277832
	Iteration 47Q: 3 clusters Score -6637947 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21308 members 
Mstep: Class 2 contains 37404 members 
Entering Unmasked Estep 
Score: -6637946.500000 Penalty: 5446.277832
	Iteration 48Q: 3 clusters Score -6637946 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21308 members 
Mstep: Class 2 contains 37404 members 
Entering Unmasked Estep 
Score: -6637946.500000 Penalty: 5446.277832
	Iteration 49F: 3 clusters Score -6637946 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Entering Unmasked Estep 
Score: -384350.687500 Penalty: 2062.078369
	Iteration 0F: 2 clusters Score -384350.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -380704.906250 Penalty: 4124.156738
	Iteration 0F: 3 clusters Score -380704.9 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -383689.218750 Penalty: 4124.156738
	Iteration 1F: 3 clusters Score -383689.2 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -387310.187500 Penalty: 4124.156738
	Iteration 2F: 3 clusters Score -387310.2 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -391308.843750 Penalty: 4124.156738
	Iteration 3F: 3 clusters Score -391308.8 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -394188.812500 Penalty: 4124.156738
	Iteration 4F: 3 clusters Score -394188.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -395661.906250 Penalty: 4124.156738
	Iteration 5Q: 3 clusters Score -395661.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -396114.343750 Penalty: 4124.156738
	Iteration 6Q: 3 clusters Score -396114.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -396289.812500 Penalty: 4124.156738
	Iteration 7Q: 3 clusters Score -396289.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -396435.093750 Penalty: 4124.156738
	Iteration 8Q: 3 clusters Score -396435.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -396533.812500 Penalty: 4124.156738
	Iteration 9Q: 3 clusters Score -396533.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -396653.843750 Penalty: 4124.156738
	Iteration 10Q: 3 clusters Score -396653.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -396798.312500 Penalty: 4124.156738
	Iteration 11Q: 3 clusters Score -396798.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -396918.500000 Penalty: 4124.156738
	Iteration 12Q: 3 clusters Score -396918.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -396945.718750 Penalty: 4124.156738
	Iteration 13Q: 3 clusters Score -396945.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -396948.093750 Penalty: 4124.156738
	Iteration 14Q: 3 clusters Score -396948.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -396947.875000 Penalty: 4124.156738
	Iteration 15Q: 3 clusters Score -396947.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -397011.281250 Penalty: 4124.156738
	Iteration 16F: 3 clusters Score -397011.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -397101.000000 Penalty: 4124.156738
	Iteration 17Q: 3 clusters Score -397101 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -397103.968750 Penalty: 4124.156738
	Iteration 18Q: 3 clusters Score -397104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -397104.375000 Penalty: 4124.156738
	Iteration 19Q: 3 clusters Score -397104.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -397104.375000 Penalty: 4124.156738
	Iteration 20F: 3 clusters Score -397104.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 234924 members 
Mstep: Class 2 contains 6167 members 
Mstep: Class 3 contains 99226 members 
Mstep: Class 4 contains 129892 members 
Mstep: Class 5 contains 23861 members 
Mstep: Class 6 contains 3130 members 
Mstep: Class 7 contains 11939 members 
Mstep: Class 8 contains 11745 members 
Mstep: Class 9 contains 19086 members 
Mstep: Class 10 contains 1250 members 
Mstep: Class 11 contains 15231 members 
Mstep: Class 12 contains 234370 members 
Mstep: Class 13 contains 113232 members 
Mstep: Class 14 contains 40842 members 
Mstep: Class 15 contains 13518 members 
Mstep: Class 16 contains 217757 members 
Mstep: Class 17 contains 3867 members 
Mstep: Class 18 contains 58712 members 
Mstep: Class 19 contains 1634 members 
Mstep: Class 20 contains 5909 members 
Mstep: Class 21 contains 16926 members 
Mstep: Class 22 contains 14084 members 
Mstep: Class 23 contains 4213 members 
Mstep: Class 24 contains 65980 members 
Mstep: Class 25 contains 10298 members 
Mstep: Class 26 contains 2450 members 
Entering Unmasked Estep 
Score: -155588768.000000 Penalty: 91066.250000
Splitting cluster 19 changes total score from -155534624.000000 to -155588768.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 20 (5909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Entering Unmasked Estep 
Score: -642464.875000 Penalty: 2153.689453
	Iteration 0F: 2 clusters Score -642464.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -637417.250000 Penalty: 4307.378906
	Iteration 0F: 3 clusters Score -637417.2 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -638701.875000 Penalty: 4307.378906
	Iteration 1F: 3 clusters Score -638701.9 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -639034.312500 Penalty: 4307.378906
	Iteration 2F: 3 clusters Score -639034.3 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -639432.812500 Penalty: 4307.378906
	Iteration 3F: 3 clusters Score -639432.8 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -639912.375000 Penalty: 4307.378906
	Iteration 4F: 3 clusters Score -639912.4 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -640420.187500 Penalty: 4307.378906
	Iteration 5F: 3 clusters Score -640420.2 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -640829.875000 Penalty: 4307.378906
	Iteration 6F: 3 clusters Score -640829.9 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -641109.687500 Penalty: 4307.378906
	Iteration 7Q: 3 clusters Score -641109.7 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -641375.500000 Penalty: 4307.378906
	Iteration 8Q: 3 clusters Score -641375.5 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -641660.312500 Penalty: 4307.378906
	Iteration 9Q: 3 clusters Score -641660.3 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -641976.687500 Penalty: 4307.378906
	Iteration 10Q: 3 clusters Score -641976.7 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -642317.875000 Penalty: 4307.378906
	Iteration 11Q: 3 clusters Score -642317.9 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -642669.500000 Penalty: 4307.378906
	Iteration 12Q: 3 clusters Score -642669.5 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -643047.500000 Penalty: 4307.378906
	Iteration 13Q: 3 clusters Score -643047.5 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -643461.625000 Penalty: 4307.378906
	Iteration 14Q: 3 clusters Score -643461.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -643854.625000 Penalty: 4307.378906
	Iteration 15Q: 3 clusters Score -643854.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -644381.375000 Penalty: 4307.378906
	Iteration 16Q: 3 clusters Score -644381.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -645071.750000 Penalty: 4307.378906
	Iteration 17Q: 3 clusters Score -645071.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -645370.500000 Penalty: 4307.378906
	Iteration 18Q: 3 clusters Score -645370.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -645460.437500 Penalty: 4307.378906
	Iteration 19Q: 3 clusters Score -645460.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -645470.437500 Penalty: 4307.378906
	Iteration 20F: 3 clusters Score -645470.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -645472.937500 Penalty: 4307.378906
	Iteration 21Q: 3 clusters Score -645472.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -645472.937500 Penalty: 4307.378906
	Iteration 22F: 3 clusters Score -645472.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 234924 members 
Mstep: Class 2 contains 6167 members 
Mstep: Class 3 contains 99226 members 
Mstep: Class 4 contains 129892 members 
Mstep: Class 5 contains 23861 members 
Mstep: Class 6 contains 3130 members 
Mstep: Class 7 contains 11939 members 
Mstep: Class 8 contains 11745 members 
Mstep: Class 9 contains 19086 members 
Mstep: Class 10 contains 1250 members 
Mstep: Class 11 contains 15231 members 
Mstep: Class 12 contains 234370 members 
Mstep: Class 13 contains 113232 members 
Mstep: Class 14 contains 40842 members 
Mstep: Class 15 contains 13518 members 
Mstep: Class 16 contains 217757 members 
Mstep: Class 17 contains 3867 members 
Mstep: Class 18 contains 58712 members 
Mstep: Class 19 contains 1634 members 
Mstep: Class 20 contains 3999 members 
Mstep: Class 21 contains 16926 members 
Mstep: Class 22 contains 14084 members 
Mstep: Class 23 contains 4213 members 
Mstep: Class 24 contains 65980 members 
Mstep: Class 25 contains 10298 members 
Mstep: Class 26 contains 2450 members 
Mstep: Class 27 contains 1910 members 
Entering Unmasked Estep 
Score: -155590128.000000 Penalty: 94568.796875
Splitting cluster 20 changes total score from -155534624.000000 to -155590128.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 21 (16926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16926 members 
Entering Unmasked Estep 
Score: -1911455.500000 Penalty: 2414.678467
	Iteration 0F: 2 clusters Score -1911456 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -1899405.125000 Penalty: 4829.356934
	Iteration 0F: 3 clusters Score -1899405 nChanged 7291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -1903445.375000 Penalty: 4829.356934
	Iteration 1F: 3 clusters Score -1903445 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -1903975.250000 Penalty: 4829.356934
	Iteration 2F: 3 clusters Score -1903975 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -1904559.125000 Penalty: 4829.356934
	Iteration 3F: 3 clusters Score -1904559 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -1905318.500000 Penalty: 4829.356934
	Iteration 4F: 3 clusters Score -1905318 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -1906398.125000 Penalty: 4829.356934
	Iteration 5F: 3 clusters Score -1906398 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -1907701.000000 Penalty: 4829.356934
	Iteration 6F: 3 clusters Score -1907701 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -1909060.125000 Penalty: 4829.356934
	Iteration 7F: 3 clusters Score -1909060 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -1910463.625000 Penalty: 4829.356934
	Iteration 8F: 3 clusters Score -1910464 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -1911794.750000 Penalty: 4829.356934
	Iteration 9F: 3 clusters Score -1911795 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -1912855.125000 Penalty: 4829.356934
	Iteration 10F: 3 clusters Score -1912855 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -1913498.125000 Penalty: 4829.356934
	Iteration 11Q: 3 clusters Score -1913498 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -1913813.000000 Penalty: 4829.356934
	Iteration 12Q: 3 clusters Score -1913813 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -1913932.125000 Penalty: 4829.356934
	Iteration 13Q: 3 clusters Score -1913932 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -1913962.250000 Penalty: 4829.356934
	Iteration 14Q: 3 clusters Score -1913962 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -1913981.750000 Penalty: 4829.356934
	Iteration 15Q: 3 clusters Score -1913982 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -1913986.875000 Penalty: 4829.356934
	Iteration 16Q: 3 clusters Score -1913987 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -1913986.875000 Penalty: 4829.356934
	Iteration 17Q: 3 clusters Score -1913987 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -1913993.125000 Penalty: 4829.356934
	Iteration 18Q: 3 clusters Score -1913993 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -1913993.250000 Penalty: 4829.356934
	Iteration 19Q: 3 clusters Score -1913993 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -1913995.750000 Penalty: 4829.356934
	Iteration 20F: 3 clusters Score -1913996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -1913998.750000 Penalty: 4829.356934
	Iteration 21Q: 3 clusters Score -1913999 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -1913996.750000 Penalty: 4829.356934
	Iteration 22Q: 3 clusters Score -1913997 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -1913997.125000 Penalty: 4829.356934
	Iteration 23Q: 3 clusters Score -1913997 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -1913997.125000 Penalty: 4829.356934
	Iteration 24F: 3 clusters Score -1913997 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 234924 members 
Mstep: Class 2 contains 6167 members 
Mstep: Class 3 contains 99226 members 
Mstep: Class 4 contains 129892 members 
Mstep: Class 5 contains 23861 members 
Mstep: Class 6 contains 3130 members 
Mstep: Class 7 contains 11939 members 
Mstep: Class 8 contains 11745 members 
Mstep: Class 9 contains 19086 members 
Mstep: Class 10 contains 1250 members 
Mstep: Class 11 contains 15231 members 
Mstep: Class 12 contains 234370 members 
Mstep: Class 13 contains 113232 members 
Mstep: Class 14 contains 40842 members 
Mstep: Class 15 contains 13518 members 
Mstep: Class 16 contains 217757 members 
Mstep: Class 17 contains 3867 members 
Mstep: Class 18 contains 58712 members 
Mstep: Class 19 contains 1634 members 
Mstep: Class 20 contains 3999 members 
Mstep: Class 21 contains 8272 members 
Mstep: Class 22 contains 14084 members 
Mstep: Class 23 contains 4213 members 
Mstep: Class 24 contains 65980 members 
Mstep: Class 25 contains 10298 members 
Mstep: Class 26 contains 2450 members 
Mstep: Class 27 contains 1910 members 
Mstep: Class 28 contains 8654 members 
Entering Unmasked Estep 
Score: -155591088.000000 Penalty: 98071.343750
Splitting cluster 21 changes total score from -155534624.000000 to -155591088.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 22 (14084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14084 members 
Entering Unmasked Estep 
Score: -1637331.750000 Penalty: 2369.093018
	Iteration 0F: 2 clusters Score -1637332 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -1627076.375000 Penalty: 4738.186035
	Iteration 0F: 3 clusters Score -1627076 nChanged 6048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -1630336.875000 Penalty: 4738.186035
	Iteration 1F: 3 clusters Score -1630337 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -1630712.875000 Penalty: 4738.186035
	Iteration 2F: 3 clusters Score -1630713 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -1630987.875000 Penalty: 4738.186035
	Iteration 3F: 3 clusters Score -1630988 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -1631228.250000 Penalty: 4738.186035
	Iteration 4Q: 3 clusters Score -1631228 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -1631495.750000 Penalty: 4738.186035
	Iteration 5Q: 3 clusters Score -1631496 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -1631838.625000 Penalty: 4738.186035
	Iteration 6Q: 3 clusters Score -1631839 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -1632216.500000 Penalty: 4738.186035
	Iteration 7Q: 3 clusters Score -1632216 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -1632648.625000 Penalty: 4738.186035
	Iteration 8Q: 3 clusters Score -1632649 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -1633168.500000 Penalty: 4738.186035
	Iteration 9F: 3 clusters Score -1633168 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -1633661.875000 Penalty: 4738.186035
	Iteration 10Q: 3 clusters Score -1633662 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -1634119.625000 Penalty: 4738.186035
	Iteration 11Q: 3 clusters Score -1634120 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 12142 members 
Entering Unmasked Estep 
Score: -1634435.500000 Penalty: 4738.186035
	Iteration 12Q: 3 clusters Score -1634436 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 12453 members 
Entering Unmasked Estep 
Score: -1634711.125000 Penalty: 4738.186035
	Iteration 13Q: 3 clusters Score -1634711 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
Score: -1634896.625000 Penalty: 4738.186035
	Iteration 14Q: 3 clusters Score -1634897 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 12836 members 
Entering Unmasked Estep 
Score: -1635008.750000 Penalty: 4738.186035
	Iteration 15Q: 3 clusters Score -1635009 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 12943 members 
Entering Unmasked Estep 
Score: -1635077.375000 Penalty: 4738.186035
	Iteration 16Q: 3 clusters Score -1635077 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 13023 members 
Entering Unmasked Estep 
Score: -1635141.250000 Penalty: 4738.186035
	Iteration 17Q: 3 clusters Score -1635141 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 13086 members 
Entering Unmasked Estep 
Score: -1635192.250000 Penalty: 4738.186035
	Iteration 18Q: 3 clusters Score -1635192 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 13133 members 
Entering Unmasked Estep 
Score: -1635239.000000 Penalty: 4738.186035
	Iteration 19Q: 3 clusters Score -1635239 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 13181 members 
Entering Unmasked Estep 
Score: -1635276.625000 Penalty: 4738.186035
	Iteration 20F: 3 clusters Score -1635277 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 13219 members 
Entering Unmasked Estep 
Score: -1635314.500000 Penalty: 4738.186035
	Iteration 21Q: 3 clusters Score -1635314 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 13248 members 
Entering Unmasked Estep 
Score: -1635336.000000 Penalty: 4738.186035
	Iteration 22Q: 3 clusters Score -1635336 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 13275 members 
Entering Unmasked Estep 
Score: -1635348.750000 Penalty: 4738.186035
	Iteration 23Q: 3 clusters Score -1635349 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 13292 members 
Entering Unmasked Estep 
Score: -1635353.125000 Penalty: 4738.186035
	Iteration 24Q: 3 clusters Score -1635353 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 13299 members 
Entering Unmasked Estep 
Score: -1635355.000000 Penalty: 4738.186035
	Iteration 25Q: 3 clusters Score -1635355 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 13304 members 
Entering Unmasked Estep 
Score: -1635359.375000 Penalty: 4738.186035
	Iteration 26Q: 3 clusters Score -1635359 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
Score: -1635366.625000 Penalty: 4738.186035
	Iteration 27Q: 3 clusters Score -1635367 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 13315 members 
Entering Unmasked Estep 
Score: -1635371.375000 Penalty: 4738.186035
	Iteration 28Q: 3 clusters Score -1635371 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 13318 members 
Entering Unmasked Estep 
Score: -1635370.125000 Penalty: 4738.186035
	Iteration 29Q: 3 clusters Score -1635370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 13318 members 
Entering Unmasked Estep 
Score: -1635372.250000 Penalty: 4738.186035
	Iteration 30Q: 3 clusters Score -1635372 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 13318 members 
Entering Unmasked Estep 
Score: -1635372.250000 Penalty: 4738.186035
	Iteration 31F: 3 clusters Score -1635372 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (65980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65980 members 
Entering Unmasked Estep 
Score: -7080314.000000 Penalty: 2752.082520
	Iteration 0F: 2 clusters Score -7080314 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33062 members 
Mstep: Class 2 contains 32918 members 
Entering Unmasked Estep 
Score: -7036206.000000 Penalty: 5504.165039
	Iteration 0F: 3 clusters Score -7036206 nChanged 30823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34705 members 
Mstep: Class 2 contains 31275 members 
Entering Unmasked Estep 
Score: -7054605.000000 Penalty: 5504.165039
	Iteration 1F: 3 clusters Score -7054605 nChanged 3692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35585 members 
Mstep: Class 2 contains 30395 members 
Entering Unmasked Estep 
Score: -7056355.000000 Penalty: 5504.165039
	Iteration 2F: 3 clusters Score -7056355 nChanged 3969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36684 members 
Mstep: Class 2 contains 29296 members 
Entering Unmasked Estep 
Score: -7058594.000000 Penalty: 5504.165039
	Iteration 3F: 3 clusters Score -7058594 nChanged 4038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38008 members 
Mstep: Class 2 contains 27972 members 
Entering Unmasked Estep 
Score: -7060926.500000 Penalty: 5504.165039
	Iteration 4F: 3 clusters Score -7060926 nChanged 3976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39436 members 
Mstep: Class 2 contains 26544 members 
Entering Unmasked Estep 
Score: -7063157.500000 Penalty: 5504.165039
	Iteration 5F: 3 clusters Score -7063158 nChanged 3858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41068 members 
Mstep: Class 2 contains 24912 members 
Entering Unmasked Estep 
Score: -7065393.500000 Penalty: 5504.165039
	Iteration 6F: 3 clusters Score -7065394 nChanged 3494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42874 members 
Mstep: Class 2 contains 23106 members 
Entering Unmasked Estep 
Score: -7067249.500000 Penalty: 5504.165039
	Iteration 7F: 3 clusters Score -7067250 nChanged 3217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45089 members 
Mstep: Class 2 contains 20891 members 
Entering Unmasked Estep 
Score: -7069011.000000 Penalty: 5504.165039
	Iteration 8Q: 3 clusters Score -7069011 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47452 members 
Mstep: Class 2 contains 18528 members 
Entering Unmasked Estep 
Score: -7070711.500000 Penalty: 5504.165039
	Iteration 9Q: 3 clusters Score -7070712 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49805 members 
Mstep: Class 2 contains 16175 members 
Entering Unmasked Estep 
Score: -7072431.000000 Penalty: 5504.165039
	Iteration 10Q: 3 clusters Score -7072431 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52048 members 
Mstep: Class 2 contains 13932 members 
Entering Unmasked Estep 
Score: -7074183.000000 Penalty: 5504.165039
	Iteration 11Q: 3 clusters Score -7074183 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54112 members 
Mstep: Class 2 contains 11868 members 
Entering Unmasked Estep 
Score: -7076096.500000 Penalty: 5504.165039
	Iteration 12Q: 3 clusters Score -7076096 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55775 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -7077925.000000 Penalty: 5504.165039
	Iteration 13Q: 3 clusters Score -7077925 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56948 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -7079197.000000 Penalty: 5504.165039
	Iteration 14Q: 3 clusters Score -7079197 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57751 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -7079874.000000 Penalty: 5504.165039
	Iteration 15Q: 3 clusters Score -7079874 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58319 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -7080220.000000 Penalty: 5504.165039
	Iteration 16Q: 3 clusters Score -7080220 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58768 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -7080406.000000 Penalty: 5504.165039
	Iteration 17Q: 3 clusters Score -7080406 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59119 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -7080554.500000 Penalty: 5504.165039
	Iteration 18Q: 3 clusters Score -7080554 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59397 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -7080636.000000 Penalty: 5504.165039
	Iteration 19Q: 3 clusters Score -7080636 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59646 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -7080721.500000 Penalty: 5504.165039
	Iteration 20F: 3 clusters Score -7080722 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59834 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -7080776.500000 Penalty: 5504.165039
	Iteration 21Q: 3 clusters Score -7080776 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60016 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -7080844.000000 Penalty: 5504.165039
	Iteration 22Q: 3 clusters Score -7080844 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60186 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -7080897.000000 Penalty: 5504.165039
	Iteration 23Q: 3 clusters Score -7080897 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60337 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -7080946.500000 Penalty: 5504.165039
	Iteration 24Q: 3 clusters Score -7080946 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60474 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -7081006.000000 Penalty: 5504.165039
	Iteration 25Q: 3 clusters Score -7081006 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60586 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -7081026.000000 Penalty: 5504.165039
	Iteration 26Q: 3 clusters Score -7081026 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60687 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -7081062.500000 Penalty: 5504.165039
	Iteration 27Q: 3 clusters Score -7081062 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60778 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -7081063.000000 Penalty: 5504.165039
	Iteration 28Q: 3 clusters Score -7081063 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60865 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -7081101.000000 Penalty: 5504.165039
	Iteration 29Q: 3 clusters Score -7081101 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60941 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -7081101.500000 Penalty: 5504.165039
	Iteration 30Q: 3 clusters Score -7081102 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61010 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -7081130.000000 Penalty: 5504.165039
	Iteration 31Q: 3 clusters Score -7081130 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61077 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -7081142.500000 Penalty: 5504.165039
	Iteration 32Q: 3 clusters Score -7081142 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61137 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -7081173.000000 Penalty: 5504.165039
	Iteration 33Q: 3 clusters Score -7081173 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61199 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -7081168.000000 Penalty: 5504.165039
	Iteration 34Q: 3 clusters Score -7081168 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61247 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -7081172.000000 Penalty: 5504.165039
	Iteration 35Q: 3 clusters Score -7081172 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61288 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -7081178.000000 Penalty: 5504.165039
	Iteration 36Q: 3 clusters Score -7081178 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61317 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -7081194.000000 Penalty: 5504.165039
	Iteration 37Q: 3 clusters Score -7081194 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61345 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -7081203.000000 Penalty: 5504.165039
	Iteration 38Q: 3 clusters Score -7081203 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61371 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -7081194.000000 Penalty: 5504.165039
	Iteration 39Q: 3 clusters Score -7081194 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61405 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -7081206.500000 Penalty: 5504.165039
	Iteration 40F: 3 clusters Score -7081206 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61427 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -7081220.000000 Penalty: 5504.165039
	Iteration 41Q: 3 clusters Score -7081220 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61441 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -7081212.000000 Penalty: 5504.165039
	Iteration 42Q: 3 clusters Score -7081212 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61453 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -7081219.000000 Penalty: 5504.165039
	Iteration 43Q: 3 clusters Score -7081219 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61465 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -7081219.000000 Penalty: 5504.165039
	Iteration 44Q: 3 clusters Score -7081219 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61478 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -7081220.000000 Penalty: 5504.165039
	Iteration 45Q: 3 clusters Score -7081220 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61484 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -7081216.000000 Penalty: 5504.165039
	Iteration 46Q: 3 clusters Score -7081216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61486 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -7081224.000000 Penalty: 5504.165039
	Iteration 47Q: 3 clusters Score -7081224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61488 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -7081220.000000 Penalty: 5504.165039
	Iteration 48Q: 3 clusters Score -7081220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61487 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -7081222.000000 Penalty: 5504.165039
	Iteration 49Q: 3 clusters Score -7081222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61488 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -7081222.500000 Penalty: 5504.165039
	Iteration 50Q: 3 clusters Score -7081222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61489 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -7081212.000000 Penalty: 5504.165039
	Iteration 51Q: 3 clusters Score -7081212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61490 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -7081218.000000 Penalty: 5504.165039
	Iteration 52Q: 3 clusters Score -7081218 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61490 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -7081218.000000 Penalty: 5504.165039
	Iteration 53F: 3 clusters Score -7081218 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 234924 members 
Mstep: Class 2 contains 6167 members 
Mstep: Class 3 contains 99226 members 
Mstep: Class 4 contains 129892 members 
Mstep: Class 5 contains 23861 members 
Mstep: Class 6 contains 3130 members 
Mstep: Class 7 contains 11939 members 
Mstep: Class 8 contains 11745 members 
Mstep: Class 9 contains 19086 members 
Mstep: Class 10 contains 1250 members 
Mstep: Class 11 contains 15231 members 
Mstep: Class 12 contains 234370 members 
Mstep: Class 13 contains 113232 members 
Mstep: Class 14 contains 40842 members 
Mstep: Class 15 contains 13518 members 
Mstep: Class 16 contains 217757 members 
Mstep: Class 17 contains 3867 members 
Mstep: Class 18 contains 58712 members 
Mstep: Class 19 contains 1634 members 
Mstep: Class 20 contains 3999 members 
Mstep: Class 21 contains 8272 members 
Mstep: Class 22 contains 14084 members 
Mstep: Class 23 contains 4213 members 
Mstep: Class 24 contains 61490 members 
Mstep: Class 25 contains 10298 members 
Mstep: Class 26 contains 2450 members 
Mstep: Class 27 contains 1910 members 
Mstep: Class 28 contains 8654 members 
Mstep: Class 29 contains 4490 members 
Entering Unmasked Estep 
Score: -155591696.000000 Penalty: 101573.890625
Splitting cluster 24 changes total score from -155534624.000000 to -155591696.000000
So it's getting split into cluster 29.
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 234924 members 
Mstep: Class 3 contains 99226 members 
Mstep: Class 4 contains 129892 members 
Mstep: Class 5 contains 23861 members 
Mstep: Class 6 contains 3130 members 
Mstep: Class 8 contains 11745 members 
Mstep: Class 9 contains 19086 members 
Mstep: Class 11 contains 15231 members 
Mstep: Class 12 contains 234370 members 
Mstep: Class 13 contains 113232 members 
Mstep: Class 14 contains 40842 members 
Mstep: Class 15 contains 13518 members 
Mstep: Class 16 contains 217757 members 
Mstep: Class 17 contains 3867 members 
Mstep: Class 18 contains 58712 members 
Mstep: Class 19 contains 1634 members 
Mstep: Class 20 contains 3999 members 
Mstep: Class 21 contains 8272 members 
Mstep: Class 22 contains 14084 members 
Mstep: Class 24 contains 61490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155602736.000000 Penalty: 101573.890625
Iteration 39Q: 30 clusters Score -1.556027e+08 nChanged 17823
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 237646 members 
Mstep: Class 2 contains 5689 members 
Mstep: Class 3 contains 99057 members 
Mstep: Class 4 contains 128398 members 
Mstep: Class 5 contains 25091 members 
Mstep: Class 6 contains 3134 members 
Mstep: Class 7 contains 11484 members 
Mstep: Class 8 contains 11736 members 
Mstep: Class 9 contains 19160 members 
Mstep: Class 10 contains 1253 members 
Mstep: Class 11 contains 15635 members 
Mstep: Class 12 contains 231634 members 
Mstep: Class 13 contains 113562 members 
Mstep: Class 14 contains 40600 members 
Mstep: Class 15 contains 13529 members 
Mstep: Class 16 contains 217687 members 
Mstep: Class 17 contains 4536 members 
Mstep: Class 18 contains 58369 members 
Mstep: Class 19 contains 1848 members 
Mstep: Class 20 contains 4140 members 
Mstep: Class 21 contains 9729 members 
Mstep: Class 22 contains 14029 members 
Mstep: Class 23 contains 4720 members 
Mstep: Class 24 contains 61846 members 
Mstep: Class 25 contains 9794 members 
Mstep: Class 26 contains 2294 members 
Mstep: Class 27 contains 1888 members 
Mstep: Class 28 contains 7689 members 
Mstep: Class 29 contains 4066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155614512.000000 Penalty: 101573.890625
Iteration 40F: 30 clusters Score -1.556145e+08 nChanged 15688
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 239084 members 
Mstep: Class 2 contains 7196 members 
Mstep: Class 3 contains 98206 members 
Mstep: Class 4 contains 126277 members 
Mstep: Class 5 contains 25840 members 
Mstep: Class 6 contains 3207 members 
Mstep: Class 7 contains 12052 members 
Mstep: Class 8 contains 11683 members 
Mstep: Class 9 contains 19093 members 
Mstep: Class 10 contains 1297 members 
Mstep: Class 11 contains 15942 members 
Mstep: Class 12 contains 229475 members 
Mstep: Class 13 contains 113351 members 
Mstep: Class 14 contains 40574 members 
Mstep: Class 15 contains 13445 members 
Mstep: Class 16 contains 217128 members 
Mstep: Class 17 contains 5001 members 
Mstep: Class 18 contains 57230 members 
Mstep: Class 19 contains 1925 members 
Mstep: Class 20 contains 4159 members 
Mstep: Class 21 contains 11076 members 
Mstep: Class 22 contains 13762 members 
Mstep: Class 23 contains 4910 members 
Mstep: Class 24 contains 60604 members 
Mstep: Class 25 contains 10370 members 
Mstep: Class 26 contains 2463 members 
Mstep: Class 27 contains 1944 members 
Mstep: Class 28 contains 8100 members 
Mstep: Class 29 contains 4850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155619584.000000 Penalty: 101573.890625
Iteration 41Q: 30 clusters Score -1.556196e+08 nChanged 11255
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 240124 members 
Mstep: Class 2 contains 8091 members 
Mstep: Class 3 contains 97588 members 
Mstep: Class 4 contains 124324 members 
Mstep: Class 5 contains 26374 members 
Mstep: Class 6 contains 3309 members 
Mstep: Class 7 contains 12514 members 
Mstep: Class 8 contains 11645 members 
Mstep: Class 9 contains 19011 members 
Mstep: Class 10 contains 1311 members 
Mstep: Class 11 contains 16273 members 
Mstep: Class 12 contains 227950 members 
Mstep: Class 13 contains 113198 members 
Mstep: Class 14 contains 40652 members 
Mstep: Class 15 contains 13335 members 
Mstep: Class 16 contains 216699 members 
Mstep: Class 17 contains 5470 members 
Mstep: Class 18 contains 56288 members 
Mstep: Class 19 contains 1957 members 
Mstep: Class 20 contains 4192 members 
Mstep: Class 21 contains 12183 members 
Mstep: Class 22 contains 13561 members 
Mstep: Class 23 contains 4965 members 
Mstep: Class 24 contains 59986 members 
Mstep: Class 25 contains 10775 members 
Mstep: Class 26 contains 2554 members 
Mstep: Class 27 contains 1975 members 
Mstep: Class 28 contains 8477 members 
Mstep: Class 29 contains 5463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155623152.000000 Penalty: 101573.890625
Iteration 42Q: 30 clusters Score -1.556232e+08 nChanged 8934
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 240929 members 
Mstep: Class 2 contains 8685 members 
Mstep: Class 3 contains 97104 members 
Mstep: Class 4 contains 122712 members 
Mstep: Class 5 contains 26740 members 
Mstep: Class 6 contains 3404 members 
Mstep: Class 7 contains 12903 members 
Mstep: Class 8 contains 11612 members 
Mstep: Class 9 contains 18932 members 
Mstep: Class 10 contains 1315 members 
Mstep: Class 11 contains 16584 members 
Mstep: Class 12 contains 226765 members 
Mstep: Class 13 contains 113104 members 
Mstep: Class 14 contains 40729 members 
Mstep: Class 15 contains 13246 members 
Mstep: Class 16 contains 216457 members 
Mstep: Class 17 contains 5914 members 
Mstep: Class 18 contains 55450 members 
Mstep: Class 19 contains 1966 members 
Mstep: Class 20 contains 4230 members 
Mstep: Class 21 contains 13090 members 
Mstep: Class 22 contains 13366 members 
Mstep: Class 23 contains 4990 members 
Mstep: Class 24 contains 59421 members 
Mstep: Class 25 contains 11112 members 
Mstep: Class 26 contains 2623 members 
Mstep: Class 27 contains 1994 members 
Mstep: Class 28 contains 8856 members 
Mstep: Class 29 contains 6011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155625536.000000 Penalty: 101573.890625
Iteration 43Q: 30 clusters Score -1.556255e+08 nChanged 7458
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 241549 members 
Mstep: Class 2 contains 9059 members 
Mstep: Class 3 contains 96794 members 
Mstep: Class 4 contains 121265 members 
Mstep: Class 5 contains 26965 members 
Mstep: Class 6 contains 3515 members 
Mstep: Class 7 contains 13234 members 
Mstep: Class 8 contains 11594 members 
Mstep: Class 9 contains 18891 members 
Mstep: Class 10 contains 1315 members 
Mstep: Class 11 contains 16882 members 
Mstep: Class 12 contains 225781 members 
Mstep: Class 13 contains 113068 members 
Mstep: Class 14 contains 40779 members 
Mstep: Class 15 contains 13173 members 
Mstep: Class 16 contains 216270 members 
Mstep: Class 17 contains 6346 members 
Mstep: Class 18 contains 54673 members 
Mstep: Class 19 contains 1970 members 
Mstep: Class 20 contains 4262 members 
Mstep: Class 21 contains 13947 members 
Mstep: Class 22 contains 13209 members 
Mstep: Class 23 contains 5016 members 
Mstep: Class 24 contains 58805 members 
Mstep: Class 25 contains 11407 members 
Mstep: Class 26 contains 2673 members 
Mstep: Class 27 contains 2011 members 
Mstep: Class 28 contains 9306 members 
Mstep: Class 29 contains 6485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155627440.000000 Penalty: 101573.890625
Iteration 44Q: 30 clusters Score -1.556274e+08 nChanged 6244
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 241988 members 
Mstep: Class 2 contains 9298 members 
Mstep: Class 3 contains 96550 members 
Mstep: Class 4 contains 120070 members 
Mstep: Class 5 contains 27112 members 
Mstep: Class 6 contains 3622 members 
Mstep: Class 7 contains 13497 members 
Mstep: Class 8 contains 11585 members 
Mstep: Class 9 contains 18851 members 
Mstep: Class 10 contains 1315 members 
Mstep: Class 11 contains 17130 members 
Mstep: Class 12 contains 225013 members 
Mstep: Class 13 contains 113016 members 
Mstep: Class 14 contains 40813 members 
Mstep: Class 15 contains 13101 members 
Mstep: Class 16 contains 216145 members 
Mstep: Class 17 contains 6754 members 
Mstep: Class 18 contains 53964 members 
Mstep: Class 19 contains 1972 members 
Mstep: Class 20 contains 4287 members 
Mstep: Class 21 contains 14660 members 
Mstep: Class 22 contains 13079 members 
Mstep: Class 23 contains 5034 members 
Mstep: Class 24 contains 58307 members 
Mstep: Class 25 contains 11673 members 
Mstep: Class 26 contains 2704 members 
Mstep: Class 27 contains 2024 members 
Mstep: Class 28 contains 9776 members 
Mstep: Class 29 contains 6904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155628864.000000 Penalty: 101573.890625
Iteration 45Q: 30 clusters Score -1.556289e+08 nChanged 5401
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 242274 members 
Mstep: Class 2 contains 9454 members 
Mstep: Class 3 contains 96368 members 
Mstep: Class 4 contains 119076 members 
Mstep: Class 5 contains 27222 members 
Mstep: Class 6 contains 3708 members 
Mstep: Class 7 contains 13731 members 
Mstep: Class 8 contains 11581 members 
Mstep: Class 9 contains 18811 members 
Mstep: Class 10 contains 1316 members 
Mstep: Class 11 contains 17391 members 
Mstep: Class 12 contains 224371 members 
Mstep: Class 13 contains 112985 members 
Mstep: Class 14 contains 40845 members 
Mstep: Class 15 contains 13058 members 
Mstep: Class 16 contains 216081 members 
Mstep: Class 17 contains 7117 members 
Mstep: Class 18 contains 53338 members 
Mstep: Class 19 contains 1975 members 
Mstep: Class 20 contains 4306 members 
Mstep: Class 21 contains 15244 members 
Mstep: Class 22 contains 12945 members 
Mstep: Class 23 contains 5041 members 
Mstep: Class 24 contains 57804 members 
Mstep: Class 25 contains 11902 members 
Mstep: Class 26 contains 2727 members 
Mstep: Class 27 contains 2041 members 
Mstep: Class 28 contains 10247 members 
Mstep: Class 29 contains 7285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155629808.000000 Penalty: 101573.890625
Iteration 46Q: 30 clusters Score -1.556298e+08 nChanged 4665
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 242438 members 
Mstep: Class 2 contains 9585 members 
Mstep: Class 3 contains 96235 members 
Mstep: Class 4 contains 118262 members 
Mstep: Class 5 contains 27279 members 
Mstep: Class 6 contains 3770 members 
Mstep: Class 7 contains 13901 members 
Mstep: Class 8 contains 11578 members 
Mstep: Class 9 contains 18790 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 17620 members 
Mstep: Class 12 contains 223848 members 
Mstep: Class 13 contains 112957 members 
Mstep: Class 14 contains 40875 members 
Mstep: Class 15 contains 13029 members 
Mstep: Class 16 contains 216033 members 
Mstep: Class 17 contains 7489 members 
Mstep: Class 18 contains 52733 members 
Mstep: Class 19 contains 1975 members 
Mstep: Class 20 contains 4322 members 
Mstep: Class 21 contains 15733 members 
Mstep: Class 22 contains 12857 members 
Mstep: Class 23 contains 5048 members 
Mstep: Class 24 contains 57331 members 
Mstep: Class 25 contains 12107 members 
Mstep: Class 26 contains 2749 members 
Mstep: Class 27 contains 2062 members 
Mstep: Class 28 contains 10685 members 
Mstep: Class 29 contains 7636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155630416.000000 Penalty: 101573.890625
Iteration 47Q: 30 clusters Score -1.556304e+08 nChanged 4097
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 242534 members 
Mstep: Class 2 contains 9687 members 
Mstep: Class 3 contains 96099 members 
Mstep: Class 4 contains 117512 members 
Mstep: Class 5 contains 27312 members 
Mstep: Class 6 contains 3829 members 
Mstep: Class 7 contains 14038 members 
Mstep: Class 8 contains 11576 members 
Mstep: Class 9 contains 18775 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 17858 members 
Mstep: Class 12 contains 223446 members 
Mstep: Class 13 contains 112948 members 
Mstep: Class 14 contains 40913 members 
Mstep: Class 15 contains 13011 members 
Mstep: Class 16 contains 216020 members 
Mstep: Class 17 contains 7815 members 
Mstep: Class 18 contains 52215 members 
Mstep: Class 19 contains 1976 members 
Mstep: Class 20 contains 4327 members 
Mstep: Class 21 contains 16140 members 
Mstep: Class 22 contains 12771 members 
Mstep: Class 23 contains 5038 members 
Mstep: Class 24 contains 56880 members 
Mstep: Class 25 contains 12286 members 
Mstep: Class 26 contains 2766 members 
Mstep: Class 27 contains 2086 members 
Mstep: Class 28 contains 11098 members 
Mstep: Class 29 contains 7971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155630880.000000 Penalty: 101573.890625
Iteration 48Q: 30 clusters Score -1.556309e+08 nChanged 3506
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 242580 members 
Mstep: Class 2 contains 9771 members 
Mstep: Class 3 contains 95999 members 
Mstep: Class 4 contains 116850 members 
Mstep: Class 5 contains 27334 members 
Mstep: Class 6 contains 3885 members 
Mstep: Class 7 contains 14140 members 
Mstep: Class 8 contains 11575 members 
Mstep: Class 9 contains 18763 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 18085 members 
Mstep: Class 12 contains 223111 members 
Mstep: Class 13 contains 112961 members 
Mstep: Class 14 contains 40947 members 
Mstep: Class 15 contains 13003 members 
Mstep: Class 16 contains 215994 members 
Mstep: Class 17 contains 8094 members 
Mstep: Class 18 contains 51772 members 
Mstep: Class 19 contains 1980 members 
Mstep: Class 20 contains 4337 members 
Mstep: Class 21 contains 16509 members 
Mstep: Class 22 contains 12701 members 
Mstep: Class 23 contains 5024 members 
Mstep: Class 24 contains 56403 members 
Mstep: Class 25 contains 12431 members 
Mstep: Class 26 contains 2781 members 
Mstep: Class 27 contains 2107 members 
Mstep: Class 28 contains 11505 members 
Mstep: Class 29 contains 8285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155631168.000000 Penalty: 101573.890625
Iteration 49Q: 30 clusters Score -1.556312e+08 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 242583 members 
Mstep: Class 2 contains 9832 members 
Mstep: Class 3 contains 95937 members 
Mstep: Class 4 contains 116234 members 
Mstep: Class 5 contains 27336 members 
Mstep: Class 6 contains 3929 members 
Mstep: Class 7 contains 14219 members 
Mstep: Class 8 contains 11575 members 
Mstep: Class 9 contains 18751 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 18313 members 
Mstep: Class 12 contains 222855 members 
Mstep: Class 13 contains 112967 members 
Mstep: Class 14 contains 40973 members 
Mstep: Class 15 contains 12991 members 
Mstep: Class 16 contains 215972 members 
Mstep: Class 17 contains 8325 members 
Mstep: Class 18 contains 51396 members 
Mstep: Class 19 contains 1979 members 
Mstep: Class 20 contains 4343 members 
Mstep: Class 21 contains 16817 members 
Mstep: Class 22 contains 12641 members 
Mstep: Class 23 contains 5009 members 
Mstep: Class 24 contains 55957 members 
Mstep: Class 25 contains 12562 members 
Mstep: Class 26 contains 2794 members 
Mstep: Class 27 contains 2132 members 
Mstep: Class 28 contains 11906 members 
Mstep: Class 29 contains 8599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155631552.000000 Penalty: 101573.890625
Iteration 50Q: 30 clusters Score -1.556316e+08 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 242548 members 
Mstep: Class 2 contains 9871 members 
Mstep: Class 3 contains 95879 members 
Mstep: Class 4 contains 115717 members 
Mstep: Class 5 contains 27325 members 
Mstep: Class 6 contains 3970 members 
Mstep: Class 7 contains 14306 members 
Mstep: Class 8 contains 11573 members 
Mstep: Class 9 contains 18748 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 18540 members 
Mstep: Class 12 contains 222636 members 
Mstep: Class 13 contains 112954 members 
Mstep: Class 14 contains 40986 members 
Mstep: Class 15 contains 12977 members 
Mstep: Class 16 contains 215969 members 
Mstep: Class 17 contains 8529 members 
Mstep: Class 18 contains 51076 members 
Mstep: Class 19 contains 1979 members 
Mstep: Class 20 contains 4342 members 
Mstep: Class 21 contains 17061 members 
Mstep: Class 22 contains 12588 members 
Mstep: Class 23 contains 5005 members 
Mstep: Class 24 contains 55518 members 
Mstep: Class 25 contains 12670 members 
Mstep: Class 26 contains 2813 members 
Mstep: Class 27 contains 2156 members 
Mstep: Class 28 contains 12291 members 
Mstep: Class 29 contains 8900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155632000.000000 Penalty: 101573.890625
Iteration 51Q: 30 clusters Score -1.55632e+08 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 242477 members 
Mstep: Class 2 contains 9904 members 
Mstep: Class 3 contains 95827 members 
Mstep: Class 4 contains 115274 members 
Mstep: Class 5 contains 27319 members 
Mstep: Class 6 contains 4011 members 
Mstep: Class 7 contains 14366 members 
Mstep: Class 8 contains 11573 members 
Mstep: Class 9 contains 18741 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 18739 members 
Mstep: Class 12 contains 222439 members 
Mstep: Class 13 contains 112950 members 
Mstep: Class 14 contains 40998 members 
Mstep: Class 15 contains 12970 members 
Mstep: Class 16 contains 215961 members 
Mstep: Class 17 contains 8709 members 
Mstep: Class 18 contains 50791 members 
Mstep: Class 19 contains 1978 members 
Mstep: Class 20 contains 4334 members 
Mstep: Class 21 contains 17285 members 
Mstep: Class 22 contains 12538 members 
Mstep: Class 23 contains 4999 members 
Mstep: Class 24 contains 55150 members 
Mstep: Class 25 contains 12766 members 
Mstep: Class 26 contains 2839 members 
Mstep: Class 27 contains 2191 members 
Mstep: Class 28 contains 12638 members 
Mstep: Class 29 contains 9160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155632384.000000 Penalty: 101573.890625
Iteration 52Q: 30 clusters Score -1.556324e+08 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 242396 members 
Mstep: Class 2 contains 9922 members 
Mstep: Class 3 contains 95791 members 
Mstep: Class 4 contains 114854 members 
Mstep: Class 5 contains 27312 members 
Mstep: Class 6 contains 4049 members 
Mstep: Class 7 contains 14428 members 
Mstep: Class 8 contains 11573 members 
Mstep: Class 9 contains 18733 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 18944 members 
Mstep: Class 12 contains 222294 members 
Mstep: Class 13 contains 112954 members 
Mstep: Class 14 contains 41005 members 
Mstep: Class 15 contains 12965 members 
Mstep: Class 16 contains 215951 members 
Mstep: Class 17 contains 8860 members 
Mstep: Class 18 contains 50540 members 
Mstep: Class 19 contains 1977 members 
Mstep: Class 20 contains 4331 members 
Mstep: Class 21 contains 17474 members 
Mstep: Class 22 contains 12478 members 
Mstep: Class 23 contains 4996 members 
Mstep: Class 24 contains 54801 members 
Mstep: Class 25 contains 12851 members 
Mstep: Class 26 contains 2865 members 
Mstep: Class 27 contains 2218 members 
Mstep: Class 28 contains 12972 members 
Mstep: Class 29 contains 9393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155632720.000000 Penalty: 101573.890625
Iteration 53Q: 30 clusters Score -1.556327e+08 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 242342 members 
Mstep: Class 2 contains 9938 members 
Mstep: Class 3 contains 95748 members 
Mstep: Class 4 contains 114501 members 
Mstep: Class 5 contains 27304 members 
Mstep: Class 6 contains 4093 members 
Mstep: Class 7 contains 14467 members 
Mstep: Class 8 contains 11572 members 
Mstep: Class 9 contains 18726 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 19104 members 
Mstep: Class 12 contains 222174 members 
Mstep: Class 13 contains 112953 members 
Mstep: Class 14 contains 41014 members 
Mstep: Class 15 contains 12957 members 
Mstep: Class 16 contains 215950 members 
Mstep: Class 17 contains 8975 members 
Mstep: Class 18 contains 50336 members 
Mstep: Class 19 contains 1977 members 
Mstep: Class 20 contains 4331 members 
Mstep: Class 21 contains 17624 members 
Mstep: Class 22 contains 12413 members 
Mstep: Class 23 contains 4988 members 
Mstep: Class 24 contains 54458 members 
Mstep: Class 25 contains 12921 members 
Mstep: Class 26 contains 2892 members 
Mstep: Class 27 contains 2250 members 
Mstep: Class 28 contains 13276 members 
Mstep: Class 29 contains 9643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155633552.000000 Penalty: 101573.890625
Iteration 54Q: 30 clusters Score -1.556336e+08 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 242269 members 
Mstep: Class 2 contains 9955 members 
Mstep: Class 3 contains 95712 members 
Mstep: Class 4 contains 114224 members 
Mstep: Class 5 contains 27294 members 
Mstep: Class 6 contains 4119 members 
Mstep: Class 7 contains 14484 members 
Mstep: Class 8 contains 11571 members 
Mstep: Class 9 contains 18723 members 
Mstep: Class 10 contains 1316 members 
Mstep: Class 11 contains 19232 members 
Mstep: Class 12 contains 222058 members 
Mstep: Class 13 contains 112957 members 
Mstep: Class 14 contains 41020 members 
Mstep: Class 15 contains 12953 members 
Mstep: Class 16 contains 215944 members 
Mstep: Class 17 contains 9060 members 
Mstep: Class 18 contains 50179 members 
Mstep: Class 19 contains 1974 members 
Mstep: Class 20 contains 4332 members 
Mstep: Class 21 contains 17749 members 
Mstep: Class 22 contains 12363 members 
Mstep: Class 23 contains 4985 members 
Mstep: Class 24 contains 54173 members 
Mstep: Class 25 contains 12980 members 
Mstep: Class 26 contains 2909 members 
Mstep: Class 27 contains 2287 members 
Mstep: Class 28 contains 13561 members 
Mstep: Class 29 contains 9861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155633696.000000 Penalty: 101573.890625
Iteration 55Q: 30 clusters Score -1.556337e+08 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 242202 members 
Mstep: Class 2 contains 9972 members 
Mstep: Class 3 contains 95693 members 
Mstep: Class 4 contains 113967 members 
Mstep: Class 5 contains 27278 members 
Mstep: Class 6 contains 4144 members 
Mstep: Class 7 contains 14491 members 
Mstep: Class 8 contains 11571 members 
Mstep: Class 9 contains 18722 members 
Mstep: Class 10 contains 1316 members 
Mstep: Class 11 contains 19377 members 
Mstep: Class 12 contains 221953 members 
Mstep: Class 13 contains 112948 members 
Mstep: Class 14 contains 41025 members 
Mstep: Class 15 contains 12955 members 
Mstep: Class 16 contains 215924 members 
Mstep: Class 17 contains 9124 members 
Mstep: Class 18 contains 50057 members 
Mstep: Class 19 contains 1974 members 
Mstep: Class 20 contains 4334 members 
Mstep: Class 21 contains 17862 members 
Mstep: Class 22 contains 12311 members 
Mstep: Class 23 contains 4983 members 
Mstep: Class 24 contains 53903 members 
Mstep: Class 25 contains 13024 members 
Mstep: Class 26 contains 2920 members 
Mstep: Class 27 contains 2333 members 
Mstep: Class 28 contains 13823 members 
Mstep: Class 29 contains 10058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155633648.000000 Penalty: 101573.890625
Iteration 56Q: 30 clusters Score -1.556336e+08 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 242124 members 
Mstep: Class 2 contains 9990 members 
Mstep: Class 3 contains 95674 members 
Mstep: Class 4 contains 113749 members 
Mstep: Class 5 contains 27263 members 
Mstep: Class 6 contains 4164 members 
Mstep: Class 7 contains 14499 members 
Mstep: Class 8 contains 11570 members 
Mstep: Class 9 contains 18720 members 
Mstep: Class 10 contains 1316 members 
Mstep: Class 11 contains 19508 members 
Mstep: Class 12 contains 221875 members 
Mstep: Class 13 contains 112945 members 
Mstep: Class 14 contains 41032 members 
Mstep: Class 15 contains 12953 members 
Mstep: Class 16 contains 215914 members 
Mstep: Class 17 contains 9174 members 
Mstep: Class 18 contains 49961 members 
Mstep: Class 19 contains 1974 members 
Mstep: Class 20 contains 4339 members 
Mstep: Class 21 contains 17951 members 
Mstep: Class 22 contains 12258 members 
Mstep: Class 23 contains 4977 members 
Mstep: Class 24 contains 53647 members 
Mstep: Class 25 contains 13061 members 
Mstep: Class 26 contains 2930 members 
Mstep: Class 27 contains 2377 members 
Mstep: Class 28 contains 14047 members 
Mstep: Class 29 contains 10252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155633728.000000 Penalty: 101573.890625
Iteration 57Q: 30 clusters Score -1.556337e+08 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 242078 members 
Mstep: Class 2 contains 10003 members 
Mstep: Class 3 contains 95647 members 
Mstep: Class 4 contains 113549 members 
Mstep: Class 5 contains 27244 members 
Mstep: Class 6 contains 4177 members 
Mstep: Class 7 contains 14507 members 
Mstep: Class 8 contains 11570 members 
Mstep: Class 9 contains 18721 members 
Mstep: Class 10 contains 1316 members 
Mstep: Class 11 contains 19629 members 
Mstep: Class 12 contains 221815 members 
Mstep: Class 13 contains 112950 members 
Mstep: Class 14 contains 41038 members 
Mstep: Class 15 contains 12952 members 
Mstep: Class 16 contains 215907 members 
Mstep: Class 17 contains 9214 members 
Mstep: Class 18 contains 49881 members 
Mstep: Class 19 contains 1974 members 
Mstep: Class 20 contains 4340 members 
Mstep: Class 21 contains 18010 members 
Mstep: Class 22 contains 12210 members 
Mstep: Class 23 contains 4974 members 
Mstep: Class 24 contains 53411 members 
Mstep: Class 25 contains 13097 members 
Mstep: Class 26 contains 2935 members 
Mstep: Class 27 contains 2412 members 
Mstep: Class 28 contains 14261 members 
Mstep: Class 29 contains 10422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155633776.000000 Penalty: 101573.890625
Iteration 58Q: 30 clusters Score -1.556338e+08 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 242001 members 
Mstep: Class 2 contains 10011 members 
Mstep: Class 3 contains 95614 members 
Mstep: Class 4 contains 113375 members 
Mstep: Class 5 contains 27229 members 
Mstep: Class 6 contains 4190 members 
Mstep: Class 7 contains 14520 members 
Mstep: Class 8 contains 11571 members 
Mstep: Class 9 contains 18724 members 
Mstep: Class 10 contains 1316 members 
Mstep: Class 11 contains 19733 members 
Mstep: Class 12 contains 221760 members 
Mstep: Class 13 contains 112965 members 
Mstep: Class 14 contains 41048 members 
Mstep: Class 15 contains 12955 members 
Mstep: Class 16 contains 215906 members 
Mstep: Class 17 contains 9244 members 
Mstep: Class 18 contains 49825 members 
Mstep: Class 19 contains 1975 members 
Mstep: Class 20 contains 4341 members 
Mstep: Class 21 contains 18057 members 
Mstep: Class 22 contains 12154 members 
Mstep: Class 23 contains 4971 members 
Mstep: Class 24 contains 53192 members 
Mstep: Class 25 contains 13123 members 
Mstep: Class 26 contains 2932 members 
Mstep: Class 27 contains 2446 members 
Mstep: Class 28 contains 14477 members 
Mstep: Class 29 contains 10589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155633872.000000 Penalty: 101573.890625
Iteration 59Q: 30 clusters Score -1.556339e+08 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 241938 members 
Mstep: Class 2 contains 10020 members 
Mstep: Class 3 contains 95581 members 
Mstep: Class 4 contains 113190 members 
Mstep: Class 5 contains 27221 members 
Mstep: Class 6 contains 4200 members 
Mstep: Class 7 contains 14533 members 
Mstep: Class 8 contains 11571 members 
Mstep: Class 9 contains 18719 members 
Mstep: Class 10 contains 1316 members 
Mstep: Class 11 contains 19838 members 
Mstep: Class 12 contains 221709 members 
Mstep: Class 13 contains 112959 members 
Mstep: Class 14 contains 41056 members 
Mstep: Class 15 contains 12956 members 
Mstep: Class 16 contains 215902 members 
Mstep: Class 17 contains 9271 members 
Mstep: Class 18 contains 49779 members 
Mstep: Class 19 contains 1975 members 
Mstep: Class 20 contains 4345 members 
Mstep: Class 21 contains 18101 members 
Mstep: Class 22 contains 12119 members 
Mstep: Class 23 contains 4973 members 
Mstep: Class 24 contains 52980 members 
Mstep: Class 25 contains 13134 members 
Mstep: Class 26 contains 2937 members 
Mstep: Class 27 contains 2484 members 
Mstep: Class 28 contains 14662 members 
Mstep: Class 29 contains 10775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155634272.000000 Penalty: 101573.890625
Iteration 60F: 30 clusters Score -1.556343e+08 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 241831 members 
Mstep: Class 2 contains 10039 members 
Mstep: Class 3 contains 95541 members 
Mstep: Class 4 contains 113031 members 
Mstep: Class 5 contains 27197 members 
Mstep: Class 6 contains 4222 members 
Mstep: Class 7 contains 14544 members 
Mstep: Class 8 contains 11571 members 
Mstep: Class 9 contains 18715 members 
Mstep: Class 10 contains 1316 members 
Mstep: Class 11 contains 19908 members 
Mstep: Class 12 contains 221657 members 
Mstep: Class 13 contains 112968 members 
Mstep: Class 14 contains 41059 members 
Mstep: Class 15 contains 12956 members 
Mstep: Class 16 contains 215903 members 
Mstep: Class 17 contains 9300 members 
Mstep: Class 18 contains 49741 members 
Mstep: Class 19 contains 1973 members 
Mstep: Class 20 contains 4348 members 
Mstep: Class 21 contains 18155 members 
Mstep: Class 22 contains 12079 members 
Mstep: Class 23 contains 4977 members 
Mstep: Class 24 contains 52599 members 
Mstep: Class 25 contains 13138 members 
Mstep: Class 26 contains 2942 members 
Mstep: Class 27 contains 2523 members 
Mstep: Class 28 contains 15020 members 
Mstep: Class 29 contains 10991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155634496.000000 Penalty: 101573.890625
Iteration 61Q: 30 clusters Score -1.556345e+08 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 241747 members 
Mstep: Class 2 contains 10060 members 
Mstep: Class 3 contains 95508 members 
Mstep: Class 4 contains 112893 members 
Mstep: Class 5 contains 27163 members 
Mstep: Class 6 contains 4247 members 
Mstep: Class 7 contains 14552 members 
Mstep: Class 8 contains 11571 members 
Mstep: Class 9 contains 18719 members 
Mstep: Class 10 contains 1316 members 
Mstep: Class 11 contains 19952 members 
Mstep: Class 12 contains 221598 members 
Mstep: Class 13 contains 112989 members 
Mstep: Class 14 contains 41058 members 
Mstep: Class 15 contains 12955 members 
Mstep: Class 16 contains 215896 members 
Mstep: Class 17 contains 9311 members 
Mstep: Class 18 contains 49715 members 
Mstep: Class 19 contains 1972 members 
Mstep: Class 20 contains 4350 members 
Mstep: Class 21 contains 18200 members 
Mstep: Class 22 contains 12031 members 
Mstep: Class 23 contains 4976 members 
Mstep: Class 24 contains 52247 members 
Mstep: Class 25 contains 13148 members 
Mstep: Class 26 contains 2944 members 
Mstep: Class 27 contains 2575 members 
Mstep: Class 28 contains 15332 members 
Mstep: Class 29 contains 11219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155634896.000000 Penalty: 101573.890625
Iteration 62Q: 30 clusters Score -1.556349e+08 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 241653 members 
Mstep: Class 2 contains 10072 members 
Mstep: Class 3 contains 95469 members 
Mstep: Class 4 contains 112741 members 
Mstep: Class 5 contains 27132 members 
Mstep: Class 6 contains 4270 members 
Mstep: Class 7 contains 14559 members 
Mstep: Class 8 contains 11571 members 
Mstep: Class 9 contains 18719 members 
Mstep: Class 10 contains 1316 members 
Mstep: Class 11 contains 20009 members 
Mstep: Class 12 contains 221555 members 
Mstep: Class 13 contains 112997 members 
Mstep: Class 14 contains 41057 members 
Mstep: Class 15 contains 12953 members 
Mstep: Class 16 contains 215884 members 
Mstep: Class 17 contains 9321 members 
Mstep: Class 18 contains 49693 members 
Mstep: Class 19 contains 1971 members 
Mstep: Class 20 contains 4350 members 
Mstep: Class 21 contains 18262 members 
Mstep: Class 22 contains 11996 members 
Mstep: Class 23 contains 4974 members 
Mstep: Class 24 contains 51918 members 
Mstep: Class 25 contains 13158 members 
Mstep: Class 26 contains 2943 members 
Mstep: Class 27 contains 2631 members 
Mstep: Class 28 contains 15639 members 
Mstep: Class 29 contains 11431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155634928.000000 Penalty: 101573.890625
Iteration 63Q: 30 clusters Score -1.556349e+08 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 241562 members 
Mstep: Class 2 contains 10078 members 
Mstep: Class 3 contains 95428 members 
Mstep: Class 4 contains 112556 members 
Mstep: Class 5 contains 27104 members 
Mstep: Class 6 contains 4293 members 
Mstep: Class 7 contains 14561 members 
Mstep: Class 8 contains 11571 members 
Mstep: Class 9 contains 18716 members 
Mstep: Class 10 contains 1316 members 
Mstep: Class 11 contains 20066 members 
Mstep: Class 12 contains 221514 members 
Mstep: Class 13 contains 113007 members 
Mstep: Class 14 contains 41056 members 
Mstep: Class 15 contains 12952 members 
Mstep: Class 16 contains 215882 members 
Mstep: Class 17 contains 9335 members 
Mstep: Class 18 contains 49670 members 
Mstep: Class 19 contains 1971 members 
Mstep: Class 20 contains 4351 members 
Mstep: Class 21 contains 18309 members 
Mstep: Class 22 contains 11967 members 
Mstep: Class 23 contains 4976 members 
Mstep: Class 24 contains 51589 members 
Mstep: Class 25 contains 13165 members 
Mstep: Class 26 contains 2945 members 
Mstep: Class 27 contains 2681 members 
Mstep: Class 28 contains 15955 members 
Mstep: Class 29 contains 11668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155635392.000000 Penalty: 101573.890625
Iteration 64Q: 30 clusters Score -1.556354e+08 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 241440 members 
Mstep: Class 2 contains 10089 members 
Mstep: Class 3 contains 95377 members 
Mstep: Class 4 contains 112360 members 
Mstep: Class 5 contains 27063 members 
Mstep: Class 6 contains 4307 members 
Mstep: Class 7 contains 14576 members 
Mstep: Class 8 contains 11571 members 
Mstep: Class 9 contains 18722 members 
Mstep: Class 10 contains 1316 members 
Mstep: Class 11 contains 20135 members 
Mstep: Class 12 contains 221463 members 
Mstep: Class 13 contains 113017 members 
Mstep: Class 14 contains 41057 members 
Mstep: Class 15 contains 12951 members 
Mstep: Class 16 contains 215878 members 
Mstep: Class 17 contains 9349 members 
Mstep: Class 18 contains 49641 members 
Mstep: Class 19 contains 1971 members 
Mstep: Class 20 contains 4353 members 
Mstep: Class 21 contains 18383 members 
Mstep: Class 22 contains 11936 members 
Mstep: Class 23 contains 4969 members 
Mstep: Class 24 contains 51325 members 
Mstep: Class 25 contains 13176 members 
Mstep: Class 26 contains 2948 members 
Mstep: Class 27 contains 2721 members 
Mstep: Class 28 contains 16283 members 
Mstep: Class 29 contains 11867 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 65Q: 30 clusters Score -1.55635e+08 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 241360 members 
Mstep: Class 2 contains 10107 members 
Mstep: Class 3 contains 95332 members 
Mstep: Class 4 contains 112198 members 
Mstep: Class 5 contains 27032 members 
Mstep: Class 6 contains 4312 members 
Mstep: Class 7 contains 14582 members 
Mstep: Class 8 contains 11571 members 
Mstep: Class 9 contains 18722 members 
Mstep: Class 10 contains 1316 members 
Mstep: Class 11 contains 20206 members 
Mstep: Class 12 contains 221412 members 
Mstep: Class 13 contains 113022 members 
Mstep: Class 14 contains 41056 members 
Mstep: Class 15 contains 12954 members 
Mstep: Class 16 contains 215879 members 
Mstep: Class 17 contains 9362 members 
Mstep: Class 18 contains 49624 members 
Mstep: Class 19 contains 1972 members 
Mstep: Class 20 contains 4352 members 
Mstep: Class 21 contains 18446 members 
Mstep: Class 22 contains 11903 members 
Mstep: Class 23 contains 4967 members 
Mstep: Class 24 contains 51009 members 
Mstep: Class 25 contains 13179 members 
Mstep: Class 26 contains 2950 members 
Mstep: Class 27 contains 2765 members 
Mstep: Class 28 contains 16601 members 
Mstep: Class 29 contains 12053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155635040.000000 Penalty: 101573.890625
Iteration 66Q: 30 clusters Score -1.55635e+08 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 241272 members 
Mstep: Class 2 contains 10118 members 
Mstep: Class 3 contains 95279 members 
Mstep: Class 4 contains 112027 members 
Mstep: Class 5 contains 26999 members 
Mstep: Class 6 contains 4320 members 
Mstep: Class 7 contains 14587 members 
Mstep: Class 8 contains 11571 members 
Mstep: Class 9 contains 18727 members 
Mstep: Class 10 contains 1316 members 
Mstep: Class 11 contains 20314 members 
Mstep: Class 12 contains 221366 members 
Mstep: Class 13 contains 113034 members 
Mstep: Class 14 contains 41056 members 
Mstep: Class 15 contains 12951 members 
Mstep: Class 16 contains 215878 members 
Mstep: Class 17 contains 9370 members 
Mstep: Class 18 contains 49612 members 
Mstep: Class 19 contains 1972 members 
Mstep: Class 20 contains 4352 members 
Mstep: Class 21 contains 18508 members 
Mstep: Class 22 contains 11868 members 
Mstep: Class 23 contains 4965 members 
Mstep: Class 24 contains 50721 members 
Mstep: Class 25 contains 13183 members 
Mstep: Class 26 contains 2950 members 
Mstep: Class 27 contains 2807 members 
Mstep: Class 28 contains 16890 members 
Mstep: Class 29 contains 12231 members 
Entering Unmasked Estep 
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Iteration 67Q: 30 clusters Score -1.556352e+08 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 241203 members 
Mstep: Class 2 contains 10123 members 
Mstep: Class 3 contains 95230 members 
Mstep: Class 4 contains 111884 members 
Mstep: Class 5 contains 26963 members 
Mstep: Class 6 contains 4320 members 
Mstep: Class 7 contains 14596 members 
Mstep: Class 8 contains 11571 members 
Mstep: Class 9 contains 18728 members 
Mstep: Class 10 contains 1316 members 
Mstep: Class 11 contains 20417 members 
Mstep: Class 12 contains 221343 members 
Mstep: Class 13 contains 113045 members 
Mstep: Class 14 contains 41056 members 
Mstep: Class 15 contains 12949 members 
Mstep: Class 16 contains 215874 members 
Mstep: Class 17 contains 9377 members 
Mstep: Class 18 contains 49602 members 
Mstep: Class 19 contains 1970 members 
Mstep: Class 20 contains 4352 members 
Mstep: Class 21 contains 18545 members 
Mstep: Class 22 contains 11830 members 
Mstep: Class 23 contains 4964 members 
Mstep: Class 24 contains 50398 members 
Mstep: Class 25 contains 13186 members 
Mstep: Class 26 contains 2952 members 
Mstep: Class 27 contains 2844 members 
Mstep: Class 28 contains 17191 members 
Mstep: Class 29 contains 12415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155635728.000000 Penalty: 101573.890625
Iteration 68Q: 30 clusters Score -1.556357e+08 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 241158 members 
Mstep: Class 2 contains 10132 members 
Mstep: Class 3 contains 95183 members 
Mstep: Class 4 contains 111733 members 
Mstep: Class 5 contains 26925 members 
Mstep: Class 6 contains 4331 members 
Mstep: Class 7 contains 14610 members 
Mstep: Class 8 contains 11571 members 
Mstep: Class 9 contains 18735 members 
Mstep: Class 10 contains 1316 members 
Mstep: Class 11 contains 20522 members 
Mstep: Class 12 contains 221306 members 
Mstep: Class 13 contains 113048 members 
Mstep: Class 14 contains 41058 members 
Mstep: Class 15 contains 12949 members 
Mstep: Class 16 contains 215865 members 
Mstep: Class 17 contains 9381 members 
Mstep: Class 18 contains 49593 members 
Mstep: Class 19 contains 1966 members 
Mstep: Class 20 contains 4351 members 
Mstep: Class 21 contains 18573 members 
Mstep: Class 22 contains 11796 members 
Mstep: Class 23 contains 4963 members 
Mstep: Class 24 contains 50085 members 
Mstep: Class 25 contains 13192 members 
Mstep: Class 26 contains 2950 members 
Mstep: Class 27 contains 2886 members 
Mstep: Class 28 contains 17470 members 
Mstep: Class 29 contains 12596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155635632.000000 Penalty: 101573.890625
Iteration 69Q: 30 clusters Score -1.556356e+08 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 241133 members 
Mstep: Class 2 contains 10141 members 
Mstep: Class 3 contains 95133 members 
Mstep: Class 4 contains 111545 members 
Mstep: Class 5 contains 26880 members 
Mstep: Class 6 contains 4332 members 
Mstep: Class 7 contains 14621 members 
Mstep: Class 8 contains 11571 members 
Mstep: Class 9 contains 18737 members 
Mstep: Class 10 contains 1316 members 
Mstep: Class 11 contains 20643 members 
Mstep: Class 12 contains 221276 members 
Mstep: Class 13 contains 113047 members 
Mstep: Class 14 contains 41058 members 
Mstep: Class 15 contains 12952 members 
Mstep: Class 16 contains 215863 members 
Mstep: Class 17 contains 9388 members 
Mstep: Class 18 contains 49582 members 
Mstep: Class 19 contains 1964 members 
Mstep: Class 20 contains 4351 members 
Mstep: Class 21 contains 18618 members 
Mstep: Class 22 contains 11768 members 
Mstep: Class 23 contains 4963 members 
Mstep: Class 24 contains 49803 members 
Mstep: Class 25 contains 13196 members 
Mstep: Class 26 contains 2948 members 
Mstep: Class 27 contains 2926 members 
Mstep: Class 28 contains 17729 members 
Mstep: Class 29 contains 12760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155635744.000000 Penalty: 101573.890625
Iteration 70Q: 30 clusters Score -1.556357e+08 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 241100 members 
Mstep: Class 2 contains 10160 members 
Mstep: Class 3 contains 95082 members 
Mstep: Class 4 contains 111379 members 
Mstep: Class 5 contains 26842 members 
Mstep: Class 6 contains 4328 members 
Mstep: Class 7 contains 14618 members 
Mstep: Class 8 contains 11571 members 
Mstep: Class 9 contains 18736 members 
Mstep: Class 10 contains 1316 members 
Mstep: Class 11 contains 20753 members 
Mstep: Class 12 contains 221260 members 
Mstep: Class 13 contains 113047 members 
Mstep: Class 14 contains 41056 members 
Mstep: Class 15 contains 12952 members 
Mstep: Class 16 contains 215850 members 
Mstep: Class 17 contains 9392 members 
Mstep: Class 18 contains 49571 members 
Mstep: Class 19 contains 1963 members 
Mstep: Class 20 contains 4353 members 
Mstep: Class 21 contains 18652 members 
Mstep: Class 22 contains 11733 members 
Mstep: Class 23 contains 4963 members 
Mstep: Class 24 contains 49530 members 
Mstep: Class 25 contains 13200 members 
Mstep: Class 26 contains 2948 members 
Mstep: Class 27 contains 2966 members 
Mstep: Class 28 contains 17988 members 
Mstep: Class 29 contains 12935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155635904.000000 Penalty: 101573.890625
Iteration 71Q: 30 clusters Score -1.556359e+08 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 241055 members 
Mstep: Class 2 contains 10181 members 
Mstep: Class 3 contains 95029 members 
Mstep: Class 4 contains 111177 members 
Mstep: Class 5 contains 26809 members 
Mstep: Class 6 contains 4339 members 
Mstep: Class 7 contains 14620 members 
Mstep: Class 8 contains 11571 members 
Mstep: Class 9 contains 18738 members 
Mstep: Class 10 contains 1316 members 
Mstep: Class 11 contains 20831 members 
Mstep: Class 12 contains 221233 members 
Mstep: Class 13 contains 113058 members 
Mstep: Class 14 contains 41055 members 
Mstep: Class 15 contains 12951 members 
Mstep: Class 16 contains 215842 members 
Mstep: Class 17 contains 9397 members 
Mstep: Class 18 contains 49560 members 
Mstep: Class 19 contains 1961 members 
Mstep: Class 20 contains 4354 members 
Mstep: Class 21 contains 18686 members 
Mstep: Class 22 contains 11703 members 
Mstep: Class 23 contains 4967 members 
Mstep: Class 24 contains 49225 members 
Mstep: Class 25 contains 13205 members 
Mstep: Class 26 contains 2945 members 
Mstep: Class 27 contains 3008 members 
Mstep: Class 28 contains 18281 members 
Mstep: Class 29 contains 13147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155636192.000000 Penalty: 101573.890625
Iteration 72Q: 30 clusters Score -1.556362e+08 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 241004 members 
Mstep: Class 2 contains 10205 members 
Mstep: Class 3 contains 94970 members 
Mstep: Class 4 contains 110947 members 
Mstep: Class 5 contains 26776 members 
Mstep: Class 6 contains 4345 members 
Mstep: Class 7 contains 14627 members 
Mstep: Class 8 contains 11571 members 
Mstep: Class 9 contains 18740 members 
Mstep: Class 10 contains 1316 members 
Mstep: Class 11 contains 20945 members 
Mstep: Class 12 contains 221227 members 
Mstep: Class 13 contains 113055 members 
Mstep: Class 14 contains 41053 members 
Mstep: Class 15 contains 12953 members 
Mstep: Class 16 contains 215833 members 
Mstep: Class 17 contains 9400 members 
Mstep: Class 18 contains 49556 members 
Mstep: Class 19 contains 1961 members 
Mstep: Class 20 contains 4354 members 
Mstep: Class 21 contains 18717 members 
Mstep: Class 22 contains 11675 members 
Mstep: Class 23 contains 4970 members 
Mstep: Class 24 contains 48903 members 
Mstep: Class 25 contains 13205 members 
Mstep: Class 26 contains 2947 members 
Mstep: Class 27 contains 3054 members 
Mstep: Class 28 contains 18559 members 
Mstep: Class 29 contains 13376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155636192.000000 Penalty: 101573.890625
Iteration 73Q: 30 clusters Score -1.556362e+08 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 240968 members 
Mstep: Class 2 contains 10222 members 
Mstep: Class 3 contains 94915 members 
Mstep: Class 4 contains 110732 members 
Mstep: Class 5 contains 26744 members 
Mstep: Class 6 contains 4339 members 
Mstep: Class 7 contains 14642 members 
Mstep: Class 8 contains 11571 members 
Mstep: Class 9 contains 18744 members 
Mstep: Class 10 contains 1316 members 
Mstep: Class 11 contains 21054 members 
Mstep: Class 12 contains 221203 members 
Mstep: Class 13 contains 113048 members 
Mstep: Class 14 contains 41049 members 
Mstep: Class 15 contains 12952 members 
Mstep: Class 16 contains 215813 members 
Mstep: Class 17 contains 9401 members 
Mstep: Class 18 contains 49556 members 
Mstep: Class 19 contains 1961 members 
Mstep: Class 20 contains 4354 members 
Mstep: Class 21 contains 18757 members 
Mstep: Class 22 contains 11637 members 
Mstep: Class 23 contains 4974 members 
Mstep: Class 24 contains 48685 members 
Mstep: Class 25 contains 13204 members 
Mstep: Class 26 contains 2945 members 
Mstep: Class 27 contains 3086 members 
Mstep: Class 28 contains 18789 members 
Mstep: Class 29 contains 13583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155636144.000000 Penalty: 101573.890625
Iteration 74Q: 30 clusters Score -1.556361e+08 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 240938 members 
Mstep: Class 2 contains 10235 members 
Mstep: Class 3 contains 94842 members 
Mstep: Class 4 contains 110501 members 
Mstep: Class 5 contains 26729 members 
Mstep: Class 6 contains 4338 members 
Mstep: Class 7 contains 14647 members 
Mstep: Class 8 contains 11571 members 
Mstep: Class 9 contains 18748 members 
Mstep: Class 10 contains 1316 members 
Mstep: Class 11 contains 21170 members 
Mstep: Class 12 contains 221172 members 
Mstep: Class 13 contains 113055 members 
Mstep: Class 14 contains 41051 members 
Mstep: Class 15 contains 12948 members 
Mstep: Class 16 contains 215808 members 
Mstep: Class 17 contains 9401 members 
Mstep: Class 18 contains 49554 members 
Mstep: Class 19 contains 1960 members 
Mstep: Class 20 contains 4354 members 
Mstep: Class 21 contains 18803 members 
Mstep: Class 22 contains 11608 members 
Mstep: Class 23 contains 4978 members 
Mstep: Class 24 contains 48440 members 
Mstep: Class 25 contains 13206 members 
Mstep: Class 26 contains 2944 members 
Mstep: Class 27 contains 3117 members 
Mstep: Class 28 contains 19005 members 
Mstep: Class 29 contains 13805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155636224.000000 Penalty: 101573.890625
Iteration 75Q: 30 clusters Score -1.556362e+08 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 240933 members 
Mstep: Class 2 contains 10248 members 
Mstep: Class 3 contains 94787 members 
Mstep: Class 4 contains 110288 members 
Mstep: Class 5 contains 26708 members 
Mstep: Class 6 contains 4327 members 
Mstep: Class 7 contains 14650 members 
Mstep: Class 8 contains 11571 members 
Mstep: Class 9 contains 18745 members 
Mstep: Class 10 contains 1316 members 
Mstep: Class 11 contains 21284 members 
Mstep: Class 12 contains 221143 members 
Mstep: Class 13 contains 113065 members 
Mstep: Class 14 contains 41050 members 
Mstep: Class 15 contains 12947 members 
Mstep: Class 16 contains 215804 members 
Mstep: Class 17 contains 9401 members 
Mstep: Class 18 contains 49553 members 
Mstep: Class 19 contains 1960 members 
Mstep: Class 20 contains 4354 members 
Mstep: Class 21 contains 18840 members 
Mstep: Class 22 contains 11568 members 
Mstep: Class 23 contains 4981 members 
Mstep: Class 24 contains 48215 members 
Mstep: Class 25 contains 13206 members 
Mstep: Class 26 contains 2943 members 
Mstep: Class 27 contains 3148 members 
Mstep: Class 28 contains 19212 members 
Mstep: Class 29 contains 13997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155636112.000000 Penalty: 101573.890625
Iteration 76Q: 30 clusters Score -1.556361e+08 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 240917 members 
Mstep: Class 2 contains 10255 members 
Mstep: Class 3 contains 94732 members 
Mstep: Class 4 contains 110068 members 
Mstep: Class 5 contains 26685 members 
Mstep: Class 6 contains 4325 members 
Mstep: Class 7 contains 14662 members 
Mstep: Class 8 contains 11572 members 
Mstep: Class 9 contains 18743 members 
Mstep: Class 10 contains 1316 members 
Mstep: Class 11 contains 21408 members 
Mstep: Class 12 contains 221141 members 
Mstep: Class 13 contains 113068 members 
Mstep: Class 14 contains 41051 members 
Mstep: Class 15 contains 12945 members 
Mstep: Class 16 contains 215806 members 
Mstep: Class 17 contains 9402 members 
Mstep: Class 18 contains 49551 members 
Mstep: Class 19 contains 1959 members 
Mstep: Class 20 contains 4354 members 
Mstep: Class 21 contains 18864 members 
Mstep: Class 22 contains 11529 members 
Mstep: Class 23 contains 4978 members 
Mstep: Class 24 contains 47986 members 
Mstep: Class 25 contains 13207 members 
Mstep: Class 26 contains 2940 members 
Mstep: Class 27 contains 3174 members 
Mstep: Class 28 contains 19409 members 
Mstep: Class 29 contains 14197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155636288.000000 Penalty: 101573.890625
Iteration 77Q: 30 clusters Score -1.556363e+08 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 240897 members 
Mstep: Class 2 contains 10263 members 
Mstep: Class 3 contains 94665 members 
Mstep: Class 4 contains 109864 members 
Mstep: Class 5 contains 26664 members 
Mstep: Class 6 contains 4317 members 
Mstep: Class 7 contains 14674 members 
Mstep: Class 8 contains 11572 members 
Mstep: Class 9 contains 18744 members 
Mstep: Class 10 contains 1316 members 
Mstep: Class 11 contains 21535 members 
Mstep: Class 12 contains 221126 members 
Mstep: Class 13 contains 113081 members 
Mstep: Class 14 contains 41052 members 
Mstep: Class 15 contains 12942 members 
Mstep: Class 16 contains 215808 members 
Mstep: Class 17 contains 9402 members 
Mstep: Class 18 contains 49551 members 
Mstep: Class 19 contains 1959 members 
Mstep: Class 20 contains 4353 members 
Mstep: Class 21 contains 18908 members 
Mstep: Class 22 contains 11502 members 
Mstep: Class 23 contains 4977 members 
Mstep: Class 24 contains 47762 members 
Mstep: Class 25 contains 13208 members 
Mstep: Class 26 contains 2942 members 
Mstep: Class 27 contains 3190 members 
Mstep: Class 28 contains 19597 members 
Mstep: Class 29 contains 14373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155636032.000000 Penalty: 101573.890625
Iteration 78Q: 30 clusters Score -1.55636e+08 nChanged 1253
Entering ConstructFrom: 
Score: -155636032.000000 Penalty: 101573.890625
Entering ConstructFrom: 
Trying to split cluster 1 (240865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240865 members 
Entering Unmasked Estep 
Score: -28395902.000000 Penalty: 3073.213867
	Iteration 0F: 2 clusters Score -2.83959e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120386 members 
Mstep: Class 2 contains 120479 members 
Entering Unmasked Estep 
Score: -28242748.000000 Penalty: 6146.427734
	Iteration 0F: 3 clusters Score -2.824275e+07 nChanged 116320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119266 members 
Mstep: Class 2 contains 121599 members 
Entering Unmasked Estep 
Score: -28311568.000000 Penalty: 6146.427734
	Iteration 1F: 3 clusters Score -2.831157e+07 nChanged 5641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118477 members 
Mstep: Class 2 contains 122388 members 
Entering Unmasked Estep 
Score: -28312428.000000 Penalty: 6146.427734
	Iteration 2Q: 3 clusters Score -2.831243e+07 nChanged 6059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117128 members 
Mstep: Class 2 contains 123737 members 
Entering Unmasked Estep 
Score: -28313508.000000 Penalty: 6146.427734
	Iteration 3Q: 3 clusters Score -2.831351e+07 nChanged 6507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114999 members 
Mstep: Class 2 contains 125866 members 
Entering Unmasked Estep 
Score: -28314872.000000 Penalty: 6146.427734
	Iteration 4Q: 3 clusters Score -2.831487e+07 nChanged 7506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111731 members 
Mstep: Class 2 contains 129134 members 
Entering Unmasked Estep 
Score: -28316968.000000 Penalty: 6146.427734
	Iteration 5Q: 3 clusters Score -2.831697e+07 nChanged 9017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106880 members 
Mstep: Class 2 contains 133985 members 
Entering Unmasked Estep 
Score: -28320406.000000 Penalty: 6146.427734
	Iteration 6Q: 3 clusters Score -2.832041e+07 nChanged 10892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100136 members 
Mstep: Class 2 contains 140729 members 
Entering Unmasked Estep 
Score: -28325324.000000 Penalty: 6146.427734
	Iteration 7Q: 3 clusters Score -2.832532e+07 nChanged 12767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91439 members 
Mstep: Class 2 contains 149426 members 
Entering Unmasked Estep 
Score: -28332362.000000 Penalty: 6146.427734
	Iteration 8F: 3 clusters Score -2.833236e+07 nChanged 14182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81143 members 
Mstep: Class 2 contains 159722 members 
Entering Unmasked Estep 
Score: -28340752.000000 Penalty: 6146.427734
	Iteration 9F: 3 clusters Score -2.834075e+07 nChanged 14203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70706 members 
Mstep: Class 2 contains 170159 members 
Entering Unmasked Estep 
Score: -28350222.000000 Penalty: 6146.427734
	Iteration 10F: 3 clusters Score -2.835022e+07 nChanged 12363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61599 members 
Mstep: Class 2 contains 179266 members 
Entering Unmasked Estep 
Score: -28358638.000000 Penalty: 6146.427734
	Iteration 11F: 3 clusters Score -2.835864e+07 nChanged 10127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54436 members 
Mstep: Class 2 contains 186429 members 
Entering Unmasked Estep 
Score: -28364688.000000 Penalty: 6146.427734
	Iteration 12Q: 3 clusters Score -2.836469e+07 nChanged 7550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48920 members 
Mstep: Class 2 contains 191945 members 
Entering Unmasked Estep 
Score: -28368030.000000 Penalty: 6146.427734
	Iteration 13Q: 3 clusters Score -2.836803e+07 nChanged 5587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44171 members 
Mstep: Class 2 contains 196694 members 
Entering Unmasked Estep 
Score: -28370262.000000 Penalty: 6146.427734
	Iteration 14Q: 3 clusters Score -2.837026e+07 nChanged 4626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39753 members 
Mstep: Class 2 contains 201112 members 
Entering Unmasked Estep 
Score: -28371912.000000 Penalty: 6146.427734
	Iteration 15Q: 3 clusters Score -2.837191e+07 nChanged 4420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35419 members 
Mstep: Class 2 contains 205446 members 
Entering Unmasked Estep 
Score: -28373732.000000 Penalty: 6146.427734
	Iteration 16Q: 3 clusters Score -2.837373e+07 nChanged 4140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31313 members 
Mstep: Class 2 contains 209552 members 
Entering Unmasked Estep 
Score: -28375258.000000 Penalty: 6146.427734
	Iteration 17Q: 3 clusters Score -2.837526e+07 nChanged 4053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27290 members 
Mstep: Class 2 contains 213575 members 
Entering Unmasked Estep 
Score: -28376928.000000 Penalty: 6146.427734
	Iteration 18Q: 3 clusters Score -2.837693e+07 nChanged 3808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23496 members 
Mstep: Class 2 contains 217369 members 
Entering Unmasked Estep 
Score: -28378620.000000 Penalty: 6146.427734
	Iteration 19Q: 3 clusters Score -2.837862e+07 nChanged 3528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19980 members 
Mstep: Class 2 contains 220885 members 
Entering Unmasked Estep 
Score: -28380356.000000 Penalty: 6146.427734
	Iteration 20F: 3 clusters Score -2.838036e+07 nChanged 3290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16696 members 
Mstep: Class 2 contains 224169 members 
Entering Unmasked Estep 
Score: -28382266.000000 Penalty: 6146.427734
	Iteration 21Q: 3 clusters Score -2.838227e+07 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13736 members 
Mstep: Class 2 contains 227129 members 
Entering Unmasked Estep 
Score: -28383970.000000 Penalty: 6146.427734
	Iteration 22Q: 3 clusters Score -2.838397e+07 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 229774 members 
Entering Unmasked Estep 
Score: -28385538.000000 Penalty: 6146.427734
	Iteration 23Q: 3 clusters Score -2.838554e+07 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 231975 members 
Entering Unmasked Estep 
Score: -28386794.000000 Penalty: 6146.427734
	Iteration 24Q: 3 clusters Score -2.838679e+07 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 233887 members 
Entering Unmasked Estep 
Score: -28388152.000000 Penalty: 6146.427734
	Iteration 25Q: 3 clusters Score -2.838815e+07 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 235501 members 
Entering Unmasked Estep 
Score: -28389362.000000 Penalty: 6146.427734
	Iteration 26Q: 3 clusters Score -2.838936e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 236773 members 
Entering Unmasked Estep 
Score: -28390186.000000 Penalty: 6146.427734
	Iteration 27Q: 3 clusters Score -2.839019e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 237772 members 
Entering Unmasked Estep 
Score: -28390994.000000 Penalty: 6146.427734
	Iteration 28Q: 3 clusters Score -2.839099e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 238491 members 
Entering Unmasked Estep 
Score: -28391708.000000 Penalty: 6146.427734
	Iteration 29Q: 3 clusters Score -2.839171e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 239006 members 
Entering Unmasked Estep 
Score: -28392028.000000 Penalty: 6146.427734
	Iteration 30Q: 3 clusters Score -2.839203e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 239390 members 
Entering Unmasked Estep 
Score: -28392294.000000 Penalty: 6146.427734
	Iteration 31Q: 3 clusters Score -2.839229e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 239666 members 
Entering Unmasked Estep 
Score: -28392540.000000 Penalty: 6146.427734
	Iteration 32Q: 3 clusters Score -2.839254e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 239819 members 
Entering Unmasked Estep 
Score: -28392676.000000 Penalty: 6146.427734
	Iteration 33Q: 3 clusters Score -2.839268e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 239920 members 
Entering Unmasked Estep 
Score: -28392794.000000 Penalty: 6146.427734
	Iteration 34Q: 3 clusters Score -2.839279e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 239987 members 
Entering Unmasked Estep 
Score: -28392828.000000 Penalty: 6146.427734
	Iteration 35Q: 3 clusters Score -2.839283e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 240040 members 
Entering Unmasked Estep 
Score: -28392892.000000 Penalty: 6146.427734
	Iteration 36Q: 3 clusters Score -2.839289e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 240077 members 
Entering Unmasked Estep 
Score: -28392916.000000 Penalty: 6146.427734
	Iteration 37Q: 3 clusters Score -2.839292e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 240097 members 
Entering Unmasked Estep 
Score: -28392948.000000 Penalty: 6146.427734
	Iteration 38Q: 3 clusters Score -2.839295e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 240119 members 
Entering Unmasked Estep 
Score: -28392956.000000 Penalty: 6146.427734
	Iteration 39Q: 3 clusters Score -2.839296e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 240138 members 
Entering Unmasked Estep 
Score: -28392982.000000 Penalty: 6146.427734
	Iteration 40F: 3 clusters Score -2.839298e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 240152 members 
Entering Unmasked Estep 
Score: -28393008.000000 Penalty: 6146.427734
	Iteration 41Q: 3 clusters Score -2.839301e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 240166 members 
Entering Unmasked Estep 
Score: -28393020.000000 Penalty: 6146.427734
	Iteration 42Q: 3 clusters Score -2.839302e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 240179 members 
Entering Unmasked Estep 
Score: -28393026.000000 Penalty: 6146.427734
	Iteration 43Q: 3 clusters Score -2.839303e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 240190 members 
Entering Unmasked Estep 
Score: -28393048.000000 Penalty: 6146.427734
	Iteration 44Q: 3 clusters Score -2.839305e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 240203 members 
Entering Unmasked Estep 
Score: -28393078.000000 Penalty: 6146.427734
	Iteration 45Q: 3 clusters Score -2.839308e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 240213 members 
Entering Unmasked Estep 
Score: -28393102.000000 Penalty: 6146.427734
	Iteration 46Q: 3 clusters Score -2.83931e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 240220 members 
Entering Unmasked Estep 
Score: -28393086.000000 Penalty: 6146.427734
	Iteration 47Q: 3 clusters Score -2.839309e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 240227 members 
Entering Unmasked Estep 
Score: -28393098.000000 Penalty: 6146.427734
	Iteration 48Q: 3 clusters Score -2.83931e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 240237 members 
Entering Unmasked Estep 
Score: -28393104.000000 Penalty: 6146.427734
	Iteration 49Q: 3 clusters Score -2.83931e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 240241 members 
Entering Unmasked Estep 
Score: -28393118.000000 Penalty: 6146.427734
	Iteration 50Q: 3 clusters Score -2.839312e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 240248 members 
Entering Unmasked Estep 
Score: -28393118.000000 Penalty: 6146.427734
	Iteration 51Q: 3 clusters Score -2.839312e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 240251 members 
Entering Unmasked Estep 
Score: -28393118.000000 Penalty: 6146.427734
	Iteration 52Q: 3 clusters Score -2.839312e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 240254 members 
Entering Unmasked Estep 
Score: -28393118.000000 Penalty: 6146.427734
	Iteration 53Q: 3 clusters Score -2.839312e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 240256 members 
Entering Unmasked Estep 
Score: -28393146.000000 Penalty: 6146.427734
	Iteration 54Q: 3 clusters Score -2.839315e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 240256 members 
Entering Unmasked Estep 
Score: -28393136.000000 Penalty: 6146.427734
	Iteration 55Q: 3 clusters Score -2.839314e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 240255 members 
Entering Unmasked Estep 
Score: -28393130.000000 Penalty: 6146.427734
	Iteration 56Q: 3 clusters Score -2.839313e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 240255 members 
Entering Unmasked Estep 
Score: -28393130.000000 Penalty: 6146.427734
	Iteration 57F: 3 clusters Score -2.839313e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (10275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Entering Unmasked Estep 
Score: -1175422.250000 Penalty: 2290.892334
	Iteration 0F: 2 clusters Score -1175422 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -1167629.875000 Penalty: 4581.784668
	Iteration 0F: 3 clusters Score -1167630 nChanged 4273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -1169900.750000 Penalty: 4581.784668
	Iteration 1F: 3 clusters Score -1169901 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -1170184.250000 Penalty: 4581.784668
	Iteration 2F: 3 clusters Score -1170184 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -1170412.500000 Penalty: 4581.784668
	Iteration 3Q: 3 clusters Score -1170412 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -1170622.000000 Penalty: 4581.784668
	Iteration 4Q: 3 clusters Score -1170622 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -1170855.125000 Penalty: 4581.784668
	Iteration 5Q: 3 clusters Score -1170855 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -1171148.875000 Penalty: 4581.784668
	Iteration 6Q: 3 clusters Score -1171149 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -1171604.750000 Penalty: 4581.784668
	Iteration 7F: 3 clusters Score -1171605 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -1172193.250000 Penalty: 4581.784668
	Iteration 8F: 3 clusters Score -1172193 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -1172771.625000 Penalty: 4581.784668
	Iteration 9F: 3 clusters Score -1172772 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1173252.125000 Penalty: 4581.784668
	Iteration 10F: 3 clusters Score -1173252 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1173664.000000 Penalty: 4581.784668
	Iteration 11Q: 3 clusters Score -1173664 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1173921.375000 Penalty: 4581.784668
	Iteration 12Q: 3 clusters Score -1173921 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1174060.625000 Penalty: 4581.784668
	Iteration 13Q: 3 clusters Score -1174061 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1174148.750000 Penalty: 4581.784668
	Iteration 14Q: 3 clusters Score -1174149 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1174198.500000 Penalty: 4581.784668
	Iteration 15Q: 3 clusters Score -1174198 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1174230.375000 Penalty: 4581.784668
	Iteration 16Q: 3 clusters Score -1174230 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1174250.750000 Penalty: 4581.784668
	Iteration 17Q: 3 clusters Score -1174251 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1174260.250000 Penalty: 4581.784668
	Iteration 18Q: 3 clusters Score -1174260 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1174269.000000 Penalty: 4581.784668
	Iteration 19Q: 3 clusters Score -1174269 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1174274.750000 Penalty: 4581.784668
	Iteration 20F: 3 clusters Score -1174275 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1174280.500000 Penalty: 4581.784668
	Iteration 21Q: 3 clusters Score -1174280 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1174282.000000 Penalty: 4581.784668
	Iteration 22Q: 3 clusters Score -1174282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1174285.750000 Penalty: 4581.784668
	Iteration 23Q: 3 clusters Score -1174286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1174288.000000 Penalty: 4581.784668
	Iteration 24Q: 3 clusters Score -1174288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1174284.750000 Penalty: 4581.784668
	Iteration 25Q: 3 clusters Score -1174285 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1174285.000000 Penalty: 4581.784668
	Iteration 26Q: 3 clusters Score -1174285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1174288.375000 Penalty: 4581.784668
	Iteration 27Q: 3 clusters Score -1174288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1174289.250000 Penalty: 4581.784668
	Iteration 28Q: 3 clusters Score -1174289 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1174288.000000 Penalty: 4581.784668
	Iteration 29Q: 3 clusters Score -1174288 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1174288.000000 Penalty: 4581.784668
	Iteration 30F: 3 clusters Score -1174288 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (94601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94601 members 
Entering Unmasked Estep 
Score: -11110746.000000 Penalty: 2841.440918
	Iteration 0F: 2 clusters Score -1.111075e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47334 members 
Mstep: Class 2 contains 47267 members 
Entering Unmasked Estep 
Score: -11047259.000000 Penalty: 5682.881836
	Iteration 0F: 3 clusters Score -1.104726e+07 nChanged 44740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49034 members 
Mstep: Class 2 contains 45567 members 
Entering Unmasked Estep 
Score: -11072981.000000 Penalty: 5682.881836
	Iteration 1F: 3 clusters Score -1.107298e+07 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50104 members 
Mstep: Class 2 contains 44497 members 
Entering Unmasked Estep 
Score: -11073755.000000 Penalty: 5682.881836
	Iteration 2Q: 3 clusters Score -1.107376e+07 nChanged 3312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51796 members 
Mstep: Class 2 contains 42805 members 
Entering Unmasked Estep 
Score: -11074638.000000 Penalty: 5682.881836
	Iteration 3Q: 3 clusters Score -1.107464e+07 nChanged 3801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54353 members 
Mstep: Class 2 contains 40248 members 
Entering Unmasked Estep 
Score: -11075864.000000 Penalty: 5682.881836
	Iteration 4Q: 3 clusters Score -1.107586e+07 nChanged 4654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58031 members 
Mstep: Class 2 contains 36570 members 
Entering Unmasked Estep 
Score: -11077942.000000 Penalty: 5682.881836
	Iteration 5Q: 3 clusters Score -1.107794e+07 nChanged 5662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63035 members 
Mstep: Class 2 contains 31566 members 
Entering Unmasked Estep 
Score: -11081110.000000 Penalty: 5682.881836
	Iteration 6F: 3 clusters Score -1.108111e+07 nChanged 6507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69156 members 
Mstep: Class 2 contains 25445 members 
Entering Unmasked Estep 
Score: -11085557.000000 Penalty: 5682.881836
	Iteration 7F: 3 clusters Score -1.108556e+07 nChanged 7114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76050 members 
Mstep: Class 2 contains 18551 members 
Entering Unmasked Estep 
Score: -11091083.000000 Penalty: 5682.881836
	Iteration 8F: 3 clusters Score -1.109108e+07 nChanged 6739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82715 members 
Mstep: Class 2 contains 11886 members 
Entering Unmasked Estep 
Score: -11097020.000000 Penalty: 5682.881836
	Iteration 9F: 3 clusters Score -1.109702e+07 nChanged 5408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88119 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -11102229.000000 Penalty: 5682.881836
	Iteration 10F: 3 clusters Score -1.110223e+07 nChanged 3559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91678 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -11105571.000000 Penalty: 5682.881836
	Iteration 11Q: 3 clusters Score -1.110557e+07 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93388 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -11107128.000000 Penalty: 5682.881836
	Iteration 12Q: 3 clusters Score -1.110713e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94016 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -11107744.000000 Penalty: 5682.881836
	Iteration 13Q: 3 clusters Score -1.110774e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94220 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -11107982.000000 Penalty: 5682.881836
	Iteration 14Q: 3 clusters Score -1.110798e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94270 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -11108075.000000 Penalty: 5682.881836
	Iteration 15Q: 3 clusters Score -1.110808e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94295 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -11108144.000000 Penalty: 5682.881836
	Iteration 16Q: 3 clusters Score -1.110814e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94318 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -11108198.000000 Penalty: 5682.881836
	Iteration 17Q: 3 clusters Score -1.11082e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94329 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -11108220.000000 Penalty: 5682.881836
	Iteration 18Q: 3 clusters Score -1.110822e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94337 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -11108225.000000 Penalty: 5682.881836
	Iteration 19Q: 3 clusters Score -1.110822e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94338 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -11108224.000000 Penalty: 5682.881836
	Iteration 20F: 3 clusters Score -1.110822e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94335 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -11108226.000000 Penalty: 5682.881836
	Iteration 21Q: 3 clusters Score -1.110823e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94334 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -11108239.000000 Penalty: 5682.881836
	Iteration 22Q: 3 clusters Score -1.110824e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94335 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -11108244.000000 Penalty: 5682.881836
	Iteration 23Q: 3 clusters Score -1.110824e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94337 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -11108239.000000 Penalty: 5682.881836
	Iteration 24Q: 3 clusters Score -1.110824e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94340 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -11108236.000000 Penalty: 5682.881836
	Iteration 25Q: 3 clusters Score -1.110824e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94340 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -11108236.000000 Penalty: 5682.881836
	Iteration 26Q: 3 clusters Score -1.110824e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94341 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -11108239.000000 Penalty: 5682.881836
	Iteration 27Q: 3 clusters Score -1.110824e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94341 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -11108239.000000 Penalty: 5682.881836
	Iteration 28F: 3 clusters Score -1.110824e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (109637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109637 members 
Entering Unmasked Estep 
Score: -12812635.000000 Penalty: 2878.022705
	Iteration 0F: 2 clusters Score -1.281264e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54868 members 
Mstep: Class 2 contains 54769 members 
Entering Unmasked Estep 
Score: -12739214.000000 Penalty: 5756.045410
	Iteration 0F: 3 clusters Score -1.273921e+07 nChanged 52004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53962 members 
Mstep: Class 2 contains 55675 members 
Entering Unmasked Estep 
Score: -12769243.000000 Penalty: 5756.045410
	Iteration 1F: 3 clusters Score -1.276924e+07 nChanged 3838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53442 members 
Mstep: Class 2 contains 56195 members 
Entering Unmasked Estep 
Score: -12770390.000000 Penalty: 5756.045410
	Iteration 2Q: 3 clusters Score -1.277039e+07 nChanged 4032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52534 members 
Mstep: Class 2 contains 57103 members 
Entering Unmasked Estep 
Score: -12771592.000000 Penalty: 5756.045410
	Iteration 3Q: 3 clusters Score -1.277159e+07 nChanged 4708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51144 members 
Mstep: Class 2 contains 58493 members 
Entering Unmasked Estep 
Score: -12773306.000000 Penalty: 5756.045410
	Iteration 4Q: 3 clusters Score -1.277331e+07 nChanged 5559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49239 members 
Mstep: Class 2 contains 60398 members 
Entering Unmasked Estep 
Score: -12776173.000000 Penalty: 5756.045410
	Iteration 5F: 3 clusters Score -1.277617e+07 nChanged 6592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46717 members 
Mstep: Class 2 contains 62920 members 
Entering Unmasked Estep 
Score: -12779929.000000 Penalty: 5756.045410
	Iteration 6F: 3 clusters Score -1.277993e+07 nChanged 7129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43956 members 
Mstep: Class 2 contains 65681 members 
Entering Unmasked Estep 
Score: -12784495.000000 Penalty: 5756.045410
	Iteration 7F: 3 clusters Score -1.27845e+07 nChanged 6926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41196 members 
Mstep: Class 2 contains 68441 members 
Entering Unmasked Estep 
Score: -12789041.000000 Penalty: 5756.045410
	Iteration 8F: 3 clusters Score -1.278904e+07 nChanged 6248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38758 members 
Mstep: Class 2 contains 70879 members 
Entering Unmasked Estep 
Score: -12793433.000000 Penalty: 5756.045410
	Iteration 9F: 3 clusters Score -1.279343e+07 nChanged 5263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36659 members 
Mstep: Class 2 contains 72978 members 
Entering Unmasked Estep 
Score: -12796784.000000 Penalty: 5756.045410
	Iteration 10Q: 3 clusters Score -1.279678e+07 nChanged 4214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34963 members 
Mstep: Class 2 contains 74674 members 
Entering Unmasked Estep 
Score: -12799280.000000 Penalty: 5756.045410
	Iteration 11Q: 3 clusters Score -1.279928e+07 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33533 members 
Mstep: Class 2 contains 76104 members 
Entering Unmasked Estep 
Score: -12800919.000000 Penalty: 5756.045410
	Iteration 12Q: 3 clusters Score -1.280092e+07 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32127 members 
Mstep: Class 2 contains 77510 members 
Entering Unmasked Estep 
Score: -12801959.000000 Penalty: 5756.045410
	Iteration 13Q: 3 clusters Score -1.280196e+07 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30623 members 
Mstep: Class 2 contains 79014 members 
Entering Unmasked Estep 
Score: -12802861.000000 Penalty: 5756.045410
	Iteration 14Q: 3 clusters Score -1.280286e+07 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29131 members 
Mstep: Class 2 contains 80506 members 
Entering Unmasked Estep 
Score: -12803906.000000 Penalty: 5756.045410
	Iteration 15Q: 3 clusters Score -1.280391e+07 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27590 members 
Mstep: Class 2 contains 82047 members 
Entering Unmasked Estep 
Score: -12804837.000000 Penalty: 5756.045410
	Iteration 16Q: 3 clusters Score -1.280484e+07 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26083 members 
Mstep: Class 2 contains 83554 members 
Entering Unmasked Estep 
Score: -12805785.000000 Penalty: 5756.045410
	Iteration 17Q: 3 clusters Score -1.280578e+07 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24679 members 
Mstep: Class 2 contains 84958 members 
Entering Unmasked Estep 
Score: -12806892.000000 Penalty: 5756.045410
	Iteration 18Q: 3 clusters Score -1.280689e+07 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23312 members 
Mstep: Class 2 contains 86325 members 
Entering Unmasked Estep 
Score: -12807993.000000 Penalty: 5756.045410
	Iteration 19Q: 3 clusters Score -1.280799e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22134 members 
Mstep: Class 2 contains 87503 members 
Entering Unmasked Estep 
Score: -12808849.000000 Penalty: 5756.045410
	Iteration 20F: 3 clusters Score -1.280885e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21128 members 
Mstep: Class 2 contains 88509 members 
Entering Unmasked Estep 
Score: -12809540.000000 Penalty: 5756.045410
	Iteration 21Q: 3 clusters Score -1.280954e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20299 members 
Mstep: Class 2 contains 89338 members 
Entering Unmasked Estep 
Score: -12809868.000000 Penalty: 5756.045410
	Iteration 22Q: 3 clusters Score -1.280987e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19580 members 
Mstep: Class 2 contains 90057 members 
Entering Unmasked Estep 
Score: -12810103.000000 Penalty: 5756.045410
	Iteration 23Q: 3 clusters Score -1.28101e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18929 members 
Mstep: Class 2 contains 90708 members 
Entering Unmasked Estep 
Score: -12810350.000000 Penalty: 5756.045410
	Iteration 24Q: 3 clusters Score -1.281035e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18369 members 
Mstep: Class 2 contains 91268 members 
Entering Unmasked Estep 
Score: -12810513.000000 Penalty: 5756.045410
	Iteration 25Q: 3 clusters Score -1.281051e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17840 members 
Mstep: Class 2 contains 91797 members 
Entering Unmasked Estep 
Score: -12810660.000000 Penalty: 5756.045410
	Iteration 26Q: 3 clusters Score -1.281066e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17394 members 
Mstep: Class 2 contains 92243 members 
Entering Unmasked Estep 
Score: -12810720.000000 Penalty: 5756.045410
	Iteration 27Q: 3 clusters Score -1.281072e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17002 members 
Mstep: Class 2 contains 92635 members 
Entering Unmasked Estep 
Score: -12810782.000000 Penalty: 5756.045410
	Iteration 28Q: 3 clusters Score -1.281078e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16662 members 
Mstep: Class 2 contains 92975 members 
Entering Unmasked Estep 
Score: -12810843.000000 Penalty: 5756.045410
	Iteration 29Q: 3 clusters Score -1.281084e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16378 members 
Mstep: Class 2 contains 93259 members 
Entering Unmasked Estep 
Score: -12810911.000000 Penalty: 5756.045410
	Iteration 30Q: 3 clusters Score -1.281091e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16110 members 
Mstep: Class 2 contains 93527 members 
Entering Unmasked Estep 
Score: -12810904.000000 Penalty: 5756.045410
	Iteration 31Q: 3 clusters Score -1.28109e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15855 members 
Mstep: Class 2 contains 93782 members 
Entering Unmasked Estep 
Score: -12810940.000000 Penalty: 5756.045410
	Iteration 32Q: 3 clusters Score -1.281094e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15622 members 
Mstep: Class 2 contains 94015 members 
Entering Unmasked Estep 
Score: -12810960.000000 Penalty: 5756.045410
	Iteration 33Q: 3 clusters Score -1.281096e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15394 members 
Mstep: Class 2 contains 94243 members 
Entering Unmasked Estep 
Score: -12810939.000000 Penalty: 5756.045410
	Iteration 34Q: 3 clusters Score -1.281094e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15211 members 
Mstep: Class 2 contains 94426 members 
Entering Unmasked Estep 
Score: -12810953.000000 Penalty: 5756.045410
	Iteration 35Q: 3 clusters Score -1.281095e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15026 members 
Mstep: Class 2 contains 94611 members 
Entering Unmasked Estep 
Score: -12810936.000000 Penalty: 5756.045410
	Iteration 36Q: 3 clusters Score -1.281094e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14863 members 
Mstep: Class 2 contains 94774 members 
Entering Unmasked Estep 
Score: -12810963.000000 Penalty: 5756.045410
	Iteration 37Q: 3 clusters Score -1.281096e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14706 members 
Mstep: Class 2 contains 94931 members 
Entering Unmasked Estep 
Score: -12810985.000000 Penalty: 5756.045410
	Iteration 38Q: 3 clusters Score -1.281098e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14546 members 
Mstep: Class 2 contains 95091 members 
Entering Unmasked Estep 
Score: -12810995.000000 Penalty: 5756.045410
	Iteration 39Q: 3 clusters Score -1.2811e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14388 members 
Mstep: Class 2 contains 95249 members 
Entering Unmasked Estep 
Score: -12811061.000000 Penalty: 5756.045410
	Iteration 40F: 3 clusters Score -1.281106e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14259 members 
Mstep: Class 2 contains 95378 members 
Entering Unmasked Estep 
Score: -12811051.000000 Penalty: 5756.045410
	Iteration 41Q: 3 clusters Score -1.281105e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 95490 members 
Entering Unmasked Estep 
Score: -12811065.000000 Penalty: 5756.045410
	Iteration 42Q: 3 clusters Score -1.281106e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14056 members 
Mstep: Class 2 contains 95581 members 
Entering Unmasked Estep 
Score: -12811052.000000 Penalty: 5756.045410
	Iteration 43Q: 3 clusters Score -1.281105e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13973 members 
Mstep: Class 2 contains 95664 members 
Entering Unmasked Estep 
Score: -12811079.000000 Penalty: 5756.045410
	Iteration 44Q: 3 clusters Score -1.281108e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13889 members 
Mstep: Class 2 contains 95748 members 
Entering Unmasked Estep 
Score: -12811052.000000 Penalty: 5756.045410
	Iteration 45Q: 3 clusters Score -1.281105e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13823 members 
Mstep: Class 2 contains 95814 members 
Entering Unmasked Estep 
Score: -12811074.000000 Penalty: 5756.045410
	Iteration 46Q: 3 clusters Score -1.281107e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 95879 members 
Entering Unmasked Estep 
Score: -12811078.000000 Penalty: 5756.045410
	Iteration 47Q: 3 clusters Score -1.281108e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13697 members 
Mstep: Class 2 contains 95940 members 
Entering Unmasked Estep 
Score: -12811100.000000 Penalty: 5756.045410
	Iteration 48Q: 3 clusters Score -1.28111e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13655 members 
Mstep: Class 2 contains 95982 members 
Entering Unmasked Estep 
Score: -12811097.000000 Penalty: 5756.045410
	Iteration 49Q: 3 clusters Score -1.28111e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13603 members 
Mstep: Class 2 contains 96034 members 
Entering Unmasked Estep 
Score: -12811103.000000 Penalty: 5756.045410
	Iteration 50Q: 3 clusters Score -1.28111e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13551 members 
Mstep: Class 2 contains 96086 members 
Entering Unmasked Estep 
Score: -12811085.000000 Penalty: 5756.045410
	Iteration 51Q: 3 clusters Score -1.281108e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13496 members 
Mstep: Class 2 contains 96141 members 
Entering Unmasked Estep 
Score: -12811117.000000 Penalty: 5756.045410
	Iteration 52Q: 3 clusters Score -1.281112e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13446 members 
Mstep: Class 2 contains 96191 members 
Entering Unmasked Estep 
Score: -12811094.000000 Penalty: 5756.045410
	Iteration 53Q: 3 clusters Score -1.281109e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13395 members 
Mstep: Class 2 contains 96242 members 
Entering Unmasked Estep 
Score: -12811097.000000 Penalty: 5756.045410
	Iteration 54Q: 3 clusters Score -1.28111e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 96294 members 
Entering Unmasked Estep 
Score: -12811106.000000 Penalty: 5756.045410
	Iteration 55Q: 3 clusters Score -1.281111e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13285 members 
Mstep: Class 2 contains 96352 members 
Entering Unmasked Estep 
Score: -12811114.000000 Penalty: 5756.045410
	Iteration 56Q: 3 clusters Score -1.281111e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13231 members 
Mstep: Class 2 contains 96406 members 
Entering Unmasked Estep 
Score: -12811127.000000 Penalty: 5756.045410
	Iteration 57Q: 3 clusters Score -1.281113e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 96471 members 
Entering Unmasked Estep 
Score: -12811140.000000 Penalty: 5756.045410
	Iteration 58Q: 3 clusters Score -1.281114e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13109 members 
Mstep: Class 2 contains 96528 members 
Entering Unmasked Estep 
Score: -12811150.000000 Penalty: 5756.045410
	Iteration 59Q: 3 clusters Score -1.281115e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13065 members 
Mstep: Class 2 contains 96572 members 
Entering Unmasked Estep 
Score: -12811144.000000 Penalty: 5756.045410
	Iteration 60F: 3 clusters Score -1.281114e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13027 members 
Mstep: Class 2 contains 96610 members 
Entering Unmasked Estep 
Score: -12811131.000000 Penalty: 5756.045410
	Iteration 61Q: 3 clusters Score -1.281113e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12990 members 
Mstep: Class 2 contains 96647 members 
Entering Unmasked Estep 
Score: -12811147.000000 Penalty: 5756.045410
	Iteration 62Q: 3 clusters Score -1.281115e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 96673 members 
Entering Unmasked Estep 
Score: -12811153.000000 Penalty: 5756.045410
	Iteration 63Q: 3 clusters Score -1.281115e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12938 members 
Mstep: Class 2 contains 96699 members 
Entering Unmasked Estep 
Score: -12811156.000000 Penalty: 5756.045410
	Iteration 64Q: 3 clusters Score -1.281116e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12910 members 
Mstep: Class 2 contains 96727 members 
Entering Unmasked Estep 
Score: -12811143.000000 Penalty: 5756.045410
	Iteration 65Q: 3 clusters Score -1.281114e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 96758 members 
Entering Unmasked Estep 
Score: -12811134.000000 Penalty: 5756.045410
	Iteration 66Q: 3 clusters Score -1.281113e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 96786 members 
Entering Unmasked Estep 
Score: -12811129.000000 Penalty: 5756.045410
	Iteration 67Q: 3 clusters Score -1.281113e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12826 members 
Mstep: Class 2 contains 96811 members 
Entering Unmasked Estep 
Score: -12811119.000000 Penalty: 5756.045410
	Iteration 68Q: 3 clusters Score -1.281112e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12805 members 
Mstep: Class 2 contains 96832 members 
Entering Unmasked Estep 
Score: -12811116.000000 Penalty: 5756.045410
	Iteration 69Q: 3 clusters Score -1.281112e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12784 members 
Mstep: Class 2 contains 96853 members 
Entering Unmasked Estep 
Score: -12811121.000000 Penalty: 5756.045410
	Iteration 70Q: 3 clusters Score -1.281112e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 96877 members 
Entering Unmasked Estep 
Score: -12811137.000000 Penalty: 5756.045410
	Iteration 71Q: 3 clusters Score -1.281114e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 96901 members 
Entering Unmasked Estep 
Score: -12811142.000000 Penalty: 5756.045410
	Iteration 72Q: 3 clusters Score -1.281114e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12715 members 
Mstep: Class 2 contains 96922 members 
Entering Unmasked Estep 
Score: -12811137.000000 Penalty: 5756.045410
	Iteration 73Q: 3 clusters Score -1.281114e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12699 members 
Mstep: Class 2 contains 96938 members 
Entering Unmasked Estep 
Score: -12811144.000000 Penalty: 5756.045410
	Iteration 74Q: 3 clusters Score -1.281114e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12684 members 
Mstep: Class 2 contains 96953 members 
Entering Unmasked Estep 
Score: -12811135.000000 Penalty: 5756.045410
	Iteration 75Q: 3 clusters Score -1.281114e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12667 members 
Mstep: Class 2 contains 96970 members 
Entering Unmasked Estep 
Score: -12811142.000000 Penalty: 5756.045410
	Iteration 76Q: 3 clusters Score -1.281114e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12653 members 
Mstep: Class 2 contains 96984 members 
Entering Unmasked Estep 
Score: -12811128.000000 Penalty: 5756.045410
	Iteration 77Q: 3 clusters Score -1.281113e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 96997 members 
Entering Unmasked Estep 
Score: -12811132.000000 Penalty: 5756.045410
	Iteration 78Q: 3 clusters Score -1.281113e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12626 members 
Mstep: Class 2 contains 97011 members 
Entering Unmasked Estep 
Score: -12811135.000000 Penalty: 5756.045410
	Iteration 79Q: 3 clusters Score -1.281114e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 97026 members 
Entering Unmasked Estep 
Score: -12811138.000000 Penalty: 5756.045410
	Iteration 80F: 3 clusters Score -1.281114e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12593 members 
Mstep: Class 2 contains 97044 members 
Entering Unmasked Estep 
Score: -12811137.000000 Penalty: 5756.045410
	Iteration 81Q: 3 clusters Score -1.281114e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12571 members 
Mstep: Class 2 contains 97066 members 
Entering Unmasked Estep 
Score: -12811128.000000 Penalty: 5756.045410
	Iteration 82Q: 3 clusters Score -1.281113e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 97090 members 
Entering Unmasked Estep 
Score: -12811132.000000 Penalty: 5756.045410
	Iteration 83Q: 3 clusters Score -1.281113e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12523 members 
Mstep: Class 2 contains 97114 members 
Entering Unmasked Estep 
Score: -12811126.000000 Penalty: 5756.045410
	Iteration 84Q: 3 clusters Score -1.281113e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12501 members 
Mstep: Class 2 contains 97136 members 
Entering Unmasked Estep 
Score: -12811125.000000 Penalty: 5756.045410
	Iteration 85Q: 3 clusters Score -1.281112e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12481 members 
Mstep: Class 2 contains 97156 members 
Entering Unmasked Estep 
Score: -12811128.000000 Penalty: 5756.045410
	Iteration 86Q: 3 clusters Score -1.281113e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 97174 members 
Entering Unmasked Estep 
Score: -12811108.000000 Penalty: 5756.045410
	Iteration 87Q: 3 clusters Score -1.281111e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12436 members 
Mstep: Class 2 contains 97201 members 
Entering Unmasked Estep 
Score: -12811122.000000 Penalty: 5756.045410
	Iteration 88Q: 3 clusters Score -1.281112e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 97231 members 
Entering Unmasked Estep 
Score: -12811106.000000 Penalty: 5756.045410
	Iteration 89Q: 3 clusters Score -1.281111e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12386 members 
Mstep: Class 2 contains 97251 members 
Entering Unmasked Estep 
Score: -12811103.000000 Penalty: 5756.045410
	Iteration 90Q: 3 clusters Score -1.28111e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12365 members 
Mstep: Class 2 contains 97272 members 
Entering Unmasked Estep 
Score: -12811113.000000 Penalty: 5756.045410
	Iteration 91Q: 3 clusters Score -1.281111e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12351 members 
Mstep: Class 2 contains 97286 members 
Entering Unmasked Estep 
Score: -12811120.000000 Penalty: 5756.045410
	Iteration 92Q: 3 clusters Score -1.281112e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 97307 members 
Entering Unmasked Estep 
Score: -12811114.000000 Penalty: 5756.045410
	Iteration 93Q: 3 clusters Score -1.281111e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 97330 members 
Entering Unmasked Estep 
Score: -12811103.000000 Penalty: 5756.045410
	Iteration 94Q: 3 clusters Score -1.28111e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 97347 members 
Entering Unmasked Estep 
Score: -12811112.000000 Penalty: 5756.045410
	Iteration 95Q: 3 clusters Score -1.281111e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 97358 members 
Entering Unmasked Estep 
Score: -12811102.000000 Penalty: 5756.045410
	Iteration 96Q: 3 clusters Score -1.28111e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 97371 members 
Entering Unmasked Estep 
Score: -12811100.000000 Penalty: 5756.045410
	Iteration 97Q: 3 clusters Score -1.28111e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 97381 members 
Entering Unmasked Estep 
Score: -12811109.000000 Penalty: 5756.045410
	Iteration 98Q: 3 clusters Score -1.281111e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 97386 members 
Entering Unmasked Estep 
Score: -12811104.000000 Penalty: 5756.045410
	Iteration 99Q: 3 clusters Score -1.28111e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 97391 members 
Entering Unmasked Estep 
Score: -12811103.000000 Penalty: 5756.045410
	Iteration 100F: 3 clusters Score -1.28111e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 97395 members 
Entering Unmasked Estep 
Score: -12811101.000000 Penalty: 5756.045410
	Iteration 101Q: 3 clusters Score -1.28111e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12234 members 
Mstep: Class 2 contains 97403 members 
Entering Unmasked Estep 
Score: -12811100.000000 Penalty: 5756.045410
	Iteration 102Q: 3 clusters Score -1.28111e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12225 members 
Mstep: Class 2 contains 97412 members 
Entering Unmasked Estep 
Score: -12811124.000000 Penalty: 5756.045410
	Iteration 103Q: 3 clusters Score -1.281112e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 97421 members 
Entering Unmasked Estep 
Score: -12811121.000000 Penalty: 5756.045410
	Iteration 104Q: 3 clusters Score -1.281112e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 97429 members 
Entering Unmasked Estep 
Score: -12811131.000000 Penalty: 5756.045410
	Iteration 105Q: 3 clusters Score -1.281113e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 97436 members 
Entering Unmasked Estep 
Score: -12811125.000000 Penalty: 5756.045410
	Iteration 106Q: 3 clusters Score -1.281112e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 97443 members 
Entering Unmasked Estep 
Score: -12811127.000000 Penalty: 5756.045410
	Iteration 107Q: 3 clusters Score -1.281113e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 97448 members 
Entering Unmasked Estep 
Score: -12811139.000000 Penalty: 5756.045410
	Iteration 108Q: 3 clusters Score -1.281114e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 97454 members 
Entering Unmasked Estep 
Score: -12811120.000000 Penalty: 5756.045410
	Iteration 109Q: 3 clusters Score -1.281112e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12177 members 
Mstep: Class 2 contains 97460 members 
Entering Unmasked Estep 
Score: -12811116.000000 Penalty: 5756.045410
	Iteration 110Q: 3 clusters Score -1.281112e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 97464 members 
Entering Unmasked Estep 
Score: -12811119.000000 Penalty: 5756.045410
	Iteration 111Q: 3 clusters Score -1.281112e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 97471 members 
Entering Unmasked Estep 
Score: -12811148.000000 Penalty: 5756.045410
	Iteration 112Q: 3 clusters Score -1.281115e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 97476 members 
Entering Unmasked Estep 
Score: -12811142.000000 Penalty: 5756.045410
	Iteration 113Q: 3 clusters Score -1.281114e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Mstep: Class 2 contains 97478 members 
Entering Unmasked Estep 
Score: -12811135.000000 Penalty: 5756.045410
	Iteration 114Q: 3 clusters Score -1.281114e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 97480 members 
Entering Unmasked Estep 
Score: -12811128.000000 Penalty: 5756.045410
	Iteration 115Q: 3 clusters Score -1.281113e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 97480 members 
Entering Unmasked Estep 
Score: -12811128.000000 Penalty: 5756.045410
	Iteration 116F: 3 clusters Score -1.281113e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (26652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26652 members 
Entering Unmasked Estep 
Score: -3059066.500000 Penalty: 2527.273682
	Iteration 0F: 2 clusters Score -3059066 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13329 members 
Mstep: Class 2 contains 13323 members 
Entering Unmasked Estep 
Score: -3040726.500000 Penalty: 5054.547363
	Iteration 0F: 3 clusters Score -3040726 nChanged 11971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13292 members 
Mstep: Class 2 contains 13360 members 
Entering Unmasked Estep 
Score: -3047870.250000 Penalty: 5054.547363
	Iteration 1F: 3 clusters Score -3047870 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 13788 members 
Entering Unmasked Estep 
Score: -3049559.500000 Penalty: 5054.547363
	Iteration 2F: 3 clusters Score -3049560 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 14878 members 
Entering Unmasked Estep 
Score: -3051643.000000 Penalty: 5054.547363
	Iteration 3F: 3 clusters Score -3051643 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 16549 members 
Entering Unmasked Estep 
Score: -3054087.250000 Penalty: 5054.547363
	Iteration 4F: 3 clusters Score -3054087 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 18264 members 
Entering Unmasked Estep 
Score: -3056279.500000 Penalty: 5054.547363
	Iteration 5F: 3 clusters Score -3056280 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 19530 members 
Entering Unmasked Estep 
Score: -3057639.500000 Penalty: 5054.547363
	Iteration 6F: 3 clusters Score -3057640 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 20406 members 
Entering Unmasked Estep 
Score: -3058420.750000 Penalty: 5054.547363
	Iteration 7Q: 3 clusters Score -3058421 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 21055 members 
Entering Unmasked Estep 
Score: -3058867.500000 Penalty: 5054.547363
	Iteration 8Q: 3 clusters Score -3058868 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 21540 members 
Entering Unmasked Estep 
Score: -3059133.500000 Penalty: 5054.547363
	Iteration 9Q: 3 clusters Score -3059134 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 21940 members 
Entering Unmasked Estep 
Score: -3059343.750000 Penalty: 5054.547363
	Iteration 10Q: 3 clusters Score -3059344 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 22299 members 
Entering Unmasked Estep 
Score: -3059471.250000 Penalty: 5054.547363
	Iteration 11Q: 3 clusters Score -3059471 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 22593 members 
Entering Unmasked Estep 
Score: -3059589.000000 Penalty: 5054.547363
	Iteration 12Q: 3 clusters Score -3059589 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 22839 members 
Entering Unmasked Estep 
Score: -3059670.500000 Penalty: 5054.547363
	Iteration 13Q: 3 clusters Score -3059670 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 23040 members 
Entering Unmasked Estep 
Score: -3059710.250000 Penalty: 5054.547363
	Iteration 14Q: 3 clusters Score -3059710 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 23200 members 
Entering Unmasked Estep 
Score: -3059748.500000 Penalty: 5054.547363
	Iteration 15Q: 3 clusters Score -3059748 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 23329 members 
Entering Unmasked Estep 
Score: -3059781.250000 Penalty: 5054.547363
	Iteration 16Q: 3 clusters Score -3059781 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 23418 members 
Entering Unmasked Estep 
Score: -3059810.000000 Penalty: 5054.547363
	Iteration 17Q: 3 clusters Score -3059810 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 23481 members 
Entering Unmasked Estep 
Score: -3059819.500000 Penalty: 5054.547363
	Iteration 18Q: 3 clusters Score -3059820 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 23538 members 
Entering Unmasked Estep 
Score: -3059833.250000 Penalty: 5054.547363
	Iteration 19Q: 3 clusters Score -3059833 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 23582 members 
Entering Unmasked Estep 
Score: -3059833.750000 Penalty: 5054.547363
	Iteration 20F: 3 clusters Score -3059834 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 23623 members 
Entering Unmasked Estep 
Score: -3059852.500000 Penalty: 5054.547363
	Iteration 21Q: 3 clusters Score -3059852 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 23656 members 
Entering Unmasked Estep 
Score: -3059847.750000 Penalty: 5054.547363
	Iteration 22Q: 3 clusters Score -3059848 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 23678 members 
Entering Unmasked Estep 
Score: -3059850.250000 Penalty: 5054.547363
	Iteration 23Q: 3 clusters Score -3059850 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 23689 members 
Entering Unmasked Estep 
Score: -3059845.500000 Penalty: 5054.547363
	Iteration 24Q: 3 clusters Score -3059846 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 23697 members 
Entering Unmasked Estep 
Score: -3059845.500000 Penalty: 5054.547363
	Iteration 25Q: 3 clusters Score -3059846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 23702 members 
Entering Unmasked Estep 
Score: -3059843.000000 Penalty: 5054.547363
	Iteration 26Q: 3 clusters Score -3059843 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 23703 members 
Entering Unmasked Estep 
Score: -3059843.500000 Penalty: 5054.547363
	Iteration 27Q: 3 clusters Score -3059844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 23707 members 
Entering Unmasked Estep 
Score: -3059845.750000 Penalty: 5054.547363
	Iteration 28Q: 3 clusters Score -3059846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 23709 members 
Entering Unmasked Estep 
Score: -3059845.250000 Penalty: 5054.547363
	Iteration 29Q: 3 clusters Score -3059845 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 23710 members 
Entering Unmasked Estep 
Score: -3059845.500000 Penalty: 5054.547363
	Iteration 30Q: 3 clusters Score -3059846 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 23710 members 
Entering Unmasked Estep 
Score: -3059845.500000 Penalty: 5054.547363
	Iteration 31F: 3 clusters Score -3059846 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 240865 members 
Mstep: Class 2 contains 10275 members 
Mstep: Class 3 contains 94601 members 
Mstep: Class 4 contains 109637 members 
Mstep: Class 5 contains 2942 members 
Mstep: Class 6 contains 4311 members 
Mstep: Class 7 contains 14690 members 
Mstep: Class 8 contains 11572 members 
Mstep: Class 9 contains 18744 members 
Mstep: Class 10 contains 1316 members 
Mstep: Class 11 contains 21677 members 
Mstep: Class 12 contains 221120 members 
Mstep: Class 13 contains 113076 members 
Mstep: Class 14 contains 41053 members 
Mstep: Class 15 contains 12942 members 
Mstep: Class 16 contains 215792 members 
Mstep: Class 17 contains 9402 members 
Mstep: Class 18 contains 49551 members 
Mstep: Class 19 contains 1959 members 
Mstep: Class 20 contains 4353 members 
Mstep: Class 21 contains 18945 members 
Mstep: Class 22 contains 11472 members 
Mstep: Class 23 contains 4974 members 
Mstep: Class 24 contains 47580 members 
Mstep: Class 25 contains 13208 members 
Mstep: Class 26 contains 2944 members 
Mstep: Class 27 contains 3198 members 
Mstep: Class 28 contains 19795 members 
Mstep: Class 29 contains 14540 members 
Mstep: Class 30 contains 23710 members 
Entering Unmasked Estep 
Score: -155636832.000000 Penalty: 105076.437500
Splitting cluster 5 changes total score from -155636032.000000 to -155636832.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 6 (4311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Entering Unmasked Estep 
Score: -487434.468750 Penalty: 2075.493408
	Iteration 0F: 2 clusters Score -487434.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -483376.750000 Penalty: 4150.986816
	Iteration 0F: 3 clusters Score -483376.8 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -484225.625000 Penalty: 4150.986816
	Iteration 1F: 3 clusters Score -484225.6 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -484416.718750 Penalty: 4150.986816
	Iteration 2F: 3 clusters Score -484416.7 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -484549.375000 Penalty: 4150.986816
	Iteration 3Q: 3 clusters Score -484549.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -484659.531250 Penalty: 4150.986816
	Iteration 4Q: 3 clusters Score -484659.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -484758.093750 Penalty: 4150.986816
	Iteration 5Q: 3 clusters Score -484758.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -484866.781250 Penalty: 4150.986816
	Iteration 6Q: 3 clusters Score -484866.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -484994.843750 Penalty: 4150.986816
	Iteration 7Q: 3 clusters Score -484994.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -485131.531250 Penalty: 4150.986816
	Iteration 8Q: 3 clusters Score -485131.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -485290.750000 Penalty: 4150.986816
	Iteration 9Q: 3 clusters Score -485290.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -485430.500000 Penalty: 4150.986816
	Iteration 10Q: 3 clusters Score -485430.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -485610.187500 Penalty: 4150.986816
	Iteration 11Q: 3 clusters Score -485610.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -485763.562500 Penalty: 4150.986816
	Iteration 12Q: 3 clusters Score -485763.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -485877.687500 Penalty: 4150.986816
	Iteration 13Q: 3 clusters Score -485877.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -485955.187500 Penalty: 4150.986816
	Iteration 14Q: 3 clusters Score -485955.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -486014.968750 Penalty: 4150.986816
	Iteration 15Q: 3 clusters Score -486015 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -486052.875000 Penalty: 4150.986816
	Iteration 16Q: 3 clusters Score -486052.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -486084.875000 Penalty: 4150.986816
	Iteration 17Q: 3 clusters Score -486084.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -486107.375000 Penalty: 4150.986816
	Iteration 18Q: 3 clusters Score -486107.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -486120.156250 Penalty: 4150.986816
	Iteration 19Q: 3 clusters Score -486120.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -486124.781250 Penalty: 4150.986816
	Iteration 20F: 3 clusters Score -486124.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -486130.375000 Penalty: 4150.986816
	Iteration 21Q: 3 clusters Score -486130.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -486133.875000 Penalty: 4150.986816
	Iteration 22Q: 3 clusters Score -486133.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -486135.812500 Penalty: 4150.986816
	Iteration 23Q: 3 clusters Score -486135.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -486136.500000 Penalty: 4150.986816
	Iteration 24Q: 3 clusters Score -486136.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -486136.500000 Penalty: 4150.986816
	Iteration 25F: 3 clusters Score -486136.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (14690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14690 members 
Entering Unmasked Estep 
Score: -1674687.625000 Penalty: 2379.540771
	Iteration 0F: 2 clusters Score -1674688 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -1664062.250000 Penalty: 4759.081543
	Iteration 0F: 3 clusters Score -1664062 nChanged 6415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -1667731.250000 Penalty: 4759.081543
	Iteration 1F: 3 clusters Score -1667731 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -1668388.875000 Penalty: 4759.081543
	Iteration 2F: 3 clusters Score -1668389 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -1669129.875000 Penalty: 4759.081543
	Iteration 3F: 3 clusters Score -1669130 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -1670081.125000 Penalty: 4759.081543
	Iteration 4F: 3 clusters Score -1670081 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -1671341.625000 Penalty: 4759.081543
	Iteration 5F: 3 clusters Score -1671342 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -1672759.750000 Penalty: 4759.081543
	Iteration 6F: 3 clusters Score -1672760 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -1673913.375000 Penalty: 4759.081543
	Iteration 7F: 3 clusters Score -1673913 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -1674682.750000 Penalty: 4759.081543
	Iteration 8Q: 3 clusters Score -1674683 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -1675169.875000 Penalty: 4759.081543
	Iteration 9Q: 3 clusters Score -1675170 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -1675540.375000 Penalty: 4759.081543
	Iteration 10Q: 3 clusters Score -1675540 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -1675766.000000 Penalty: 4759.081543
	Iteration 11Q: 3 clusters Score -1675766 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -1675864.500000 Penalty: 4759.081543
	Iteration 12Q: 3 clusters Score -1675864 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -1675914.500000 Penalty: 4759.081543
	Iteration 13Q: 3 clusters Score -1675914 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -1675963.625000 Penalty: 4759.081543
	Iteration 14Q: 3 clusters Score -1675964 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -1675993.250000 Penalty: 4759.081543
	Iteration 15Q: 3 clusters Score -1675993 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -1676009.000000 Penalty: 4759.081543
	Iteration 16Q: 3 clusters Score -1676009 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -1676017.125000 Penalty: 4759.081543
	Iteration 17Q: 3 clusters Score -1676017 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -1676024.250000 Penalty: 4759.081543
	Iteration 18Q: 3 clusters Score -1676024 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -1676028.125000 Penalty: 4759.081543
	Iteration 19Q: 3 clusters Score -1676028 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -1676031.000000 Penalty: 4759.081543
	Iteration 20F: 3 clusters Score -1676031 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -1676031.250000 Penalty: 4759.081543
	Iteration 21Q: 3 clusters Score -1676031 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -1676037.375000 Penalty: 4759.081543
	Iteration 22Q: 3 clusters Score -1676037 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -1676040.750000 Penalty: 4759.081543
	Iteration 23Q: 3 clusters Score -1676041 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -1676041.000000 Penalty: 4759.081543
	Iteration 24Q: 3 clusters Score -1676041 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -1676038.500000 Penalty: 4759.081543
	Iteration 25Q: 3 clusters Score -1676038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -1676037.750000 Penalty: 4759.081543
	Iteration 26Q: 3 clusters Score -1676038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -1676039.250000 Penalty: 4759.081543
	Iteration 27Q: 3 clusters Score -1676039 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -1676038.500000 Penalty: 4759.081543
	Iteration 28Q: 3 clusters Score -1676038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -1676040.125000 Penalty: 4759.081543
	Iteration 29Q: 3 clusters Score -1676040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -1676035.000000 Penalty: 4759.081543
	Iteration 30Q: 3 clusters Score -1676035 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -1676045.125000 Penalty: 4759.081543
	Iteration 31Q: 3 clusters Score -1676045 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -1676045.125000 Penalty: 4759.081543
	Iteration 32F: 3 clusters Score -1676045 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 240865 members 
Mstep: Class 2 contains 10275 members 
Mstep: Class 3 contains 94601 members 
Mstep: Class 4 contains 109637 members 
Mstep: Class 5 contains 2942 members 
Mstep: Class 6 contains 4311 members 
Mstep: Class 7 contains 4518 members 
Mstep: Class 8 contains 11572 members 
Mstep: Class 9 contains 18744 members 
Mstep: Class 10 contains 1316 members 
Mstep: Class 11 contains 21677 members 
Mstep: Class 12 contains 221120 members 
Mstep: Class 13 contains 113076 members 
Mstep: Class 14 contains 41053 members 
Mstep: Class 15 contains 12942 members 
Mstep: Class 16 contains 215792 members 
Mstep: Class 17 contains 9402 members 
Mstep: Class 18 contains 49551 members 
Mstep: Class 19 contains 1959 members 
Mstep: Class 20 contains 4353 members 
Mstep: Class 21 contains 18945 members 
Mstep: Class 22 contains 11472 members 
Mstep: Class 23 contains 4974 members 
Mstep: Class 24 contains 47580 members 
Mstep: Class 25 contains 13208 members 
Mstep: Class 26 contains 2944 members 
Mstep: Class 27 contains 3198 members 
Mstep: Class 28 contains 19795 members 
Mstep: Class 29 contains 14540 members 
Mstep: Class 30 contains 23710 members 
Mstep: Class 31 contains 10172 members 
Entering Unmasked Estep 
Score: -155636784.000000 Penalty: 108578.992188
Splitting cluster 7 changes total score from -155636032.000000 to -155636784.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 8 (11572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Entering Unmasked Estep 
Score: -1265604.125000 Penalty: 2320.373047
	Iteration 0F: 2 clusters Score -1265604 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -1256968.000000 Penalty: 4640.746094
	Iteration 0F: 3 clusters Score -1256968 nChanged 4861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -1259830.625000 Penalty: 4640.746094
	Iteration 1F: 3 clusters Score -1259831 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -1261050.750000 Penalty: 4640.746094
	Iteration 2F: 3 clusters Score -1261051 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -1262943.875000 Penalty: 4640.746094
	Iteration 3F: 3 clusters Score -1262944 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -1264593.750000 Penalty: 4640.746094
	Iteration 4F: 3 clusters Score -1264594 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -1265458.250000 Penalty: 4640.746094
	Iteration 5F: 3 clusters Score -1265458 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -1265779.000000 Penalty: 4640.746094
	Iteration 6F: 3 clusters Score -1265779 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -1265876.375000 Penalty: 4640.746094
	Iteration 7Q: 3 clusters Score -1265876 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -1265915.250000 Penalty: 4640.746094
	Iteration 8Q: 3 clusters Score -1265915 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -1265933.125000 Penalty: 4640.746094
	Iteration 9Q: 3 clusters Score -1265933 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -1265940.500000 Penalty: 4640.746094
	Iteration 10Q: 3 clusters Score -1265940 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -1265943.125000 Penalty: 4640.746094
	Iteration 11Q: 3 clusters Score -1265943 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -1265945.250000 Penalty: 4640.746094
	Iteration 12Q: 3 clusters Score -1265945 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -1265951.000000 Penalty: 4640.746094
	Iteration 13Q: 3 clusters Score -1265951 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -1265952.125000 Penalty: 4640.746094
	Iteration 14Q: 3 clusters Score -1265952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -1265948.125000 Penalty: 4640.746094
	Iteration 15Q: 3 clusters Score -1265948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -1265951.250000 Penalty: 4640.746094
	Iteration 16Q: 3 clusters Score -1265951 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -1265952.625000 Penalty: 4640.746094
	Iteration 17Q: 3 clusters Score -1265953 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -1265952.750000 Penalty: 4640.746094
	Iteration 18Q: 3 clusters Score -1265953 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -1265953.500000 Penalty: 4640.746094
	Iteration 19Q: 3 clusters Score -1265954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -1265951.250000 Penalty: 4640.746094
	Iteration 20F: 3 clusters Score -1265951 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -1265952.375000 Penalty: 4640.746094
	Iteration 21Q: 3 clusters Score -1265952 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -1265952.375000 Penalty: 4640.746094
	Iteration 22F: 3 clusters Score -1265952 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 240865 members 
Mstep: Class 2 contains 10275 members 
Mstep: Class 3 contains 94601 members 
Mstep: Class 4 contains 109637 members 
Mstep: Class 5 contains 2942 members 
Mstep: Class 6 contains 4311 members 
Mstep: Class 7 contains 4518 members 
Mstep: Class 8 contains 7528 members 
Mstep: Class 9 contains 18744 members 
Mstep: Class 10 contains 1316 members 
Mstep: Class 11 contains 21677 members 
Mstep: Class 12 contains 221120 members 
Mstep: Class 13 contains 113076 members 
Mstep: Class 14 contains 41053 members 
Mstep: Class 15 contains 12942 members 
Mstep: Class 16 contains 215792 members 
Mstep: Class 17 contains 9402 members 
Mstep: Class 18 contains 49551 members 
Mstep: Class 19 contains 1959 members 
Mstep: Class 20 contains 4353 members 
Mstep: Class 21 contains 18945 members 
Mstep: Class 22 contains 11472 members 
Mstep: Class 23 contains 4974 members 
Mstep: Class 24 contains 47580 members 
Mstep: Class 25 contains 13208 members 
Mstep: Class 26 contains 2944 members 
Mstep: Class 27 contains 3198 members 
Mstep: Class 28 contains 19795 members 
Mstep: Class 29 contains 14540 members 
Mstep: Class 30 contains 23710 members 
Mstep: Class 31 contains 10172 members 
Mstep: Class 32 contains 4044 members 
Entering Unmasked Estep 
Score: -155634176.000000 Penalty: 112081.539062
Splitting cluster 8 changes total score from -155636032.000000 to -155634176.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (18744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18744 members 
Entering Unmasked Estep 
Score: -2249483.000000 Penalty: 2439.979980
	Iteration 0F: 2 clusters Score -2249483 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -2236200.000000 Penalty: 4879.959961
	Iteration 0F: 3 clusters Score -2236200 nChanged 8267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -2240610.750000 Penalty: 4879.959961
	Iteration 1F: 3 clusters Score -2240611 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -2241015.000000 Penalty: 4879.959961
	Iteration 2F: 3 clusters Score -2241015 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -2241365.250000 Penalty: 4879.959961
	Iteration 3Q: 3 clusters Score -2241365 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -2241681.750000 Penalty: 4879.959961
	Iteration 4Q: 3 clusters Score -2241682 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -2241966.500000 Penalty: 4879.959961
	Iteration 5Q: 3 clusters Score -2241966 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -2242200.000000 Penalty: 4879.959961
	Iteration 6Q: 3 clusters Score -2242200 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -2242434.000000 Penalty: 4879.959961
	Iteration 7Q: 3 clusters Score -2242434 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -2242675.250000 Penalty: 4879.959961
	Iteration 8Q: 3 clusters Score -2242675 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -2242928.500000 Penalty: 4879.959961
	Iteration 9Q: 3 clusters Score -2242928 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -2243136.750000 Penalty: 4879.959961
	Iteration 10Q: 3 clusters Score -2243137 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -2243346.000000 Penalty: 4879.959961
	Iteration 11Q: 3 clusters Score -2243346 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -2243583.750000 Penalty: 4879.959961
	Iteration 12Q: 3 clusters Score -2243584 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -2243869.250000 Penalty: 4879.959961
	Iteration 13Q: 3 clusters Score -2243869 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -2244167.750000 Penalty: 4879.959961
	Iteration 14Q: 3 clusters Score -2244168 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -2244508.750000 Penalty: 4879.959961
	Iteration 15Q: 3 clusters Score -2244509 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -2244741.750000 Penalty: 4879.959961
	Iteration 16Q: 3 clusters Score -2244742 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -2244900.500000 Penalty: 4879.959961
	Iteration 17Q: 3 clusters Score -2244900 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -2245008.750000 Penalty: 4879.959961
	Iteration 18Q: 3 clusters Score -2245009 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -2245081.000000 Penalty: 4879.959961
	Iteration 19Q: 3 clusters Score -2245081 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -2245147.750000 Penalty: 4879.959961
	Iteration 20F: 3 clusters Score -2245148 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -2245193.750000 Penalty: 4879.959961
	Iteration 21Q: 3 clusters Score -2245194 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10493 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -2245226.250000 Penalty: 4879.959961
	Iteration 22Q: 3 clusters Score -2245226 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -2245254.750000 Penalty: 4879.959961
	Iteration 23Q: 3 clusters Score -2245255 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -2245277.000000 Penalty: 4879.959961
	Iteration 24Q: 3 clusters Score -2245277 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -2245312.000000 Penalty: 4879.959961
	Iteration 25Q: 3 clusters Score -2245312 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -2245327.500000 Penalty: 4879.959961
	Iteration 26Q: 3 clusters Score -2245328 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -2245342.000000 Penalty: 4879.959961
	Iteration 27Q: 3 clusters Score -2245342 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -2245350.250000 Penalty: 4879.959961
	Iteration 28Q: 3 clusters Score -2245350 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -2245372.250000 Penalty: 4879.959961
	Iteration 29Q: 3 clusters Score -2245372 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -2245383.250000 Penalty: 4879.959961
	Iteration 30Q: 3 clusters Score -2245383 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -2245399.000000 Penalty: 4879.959961
	Iteration 31Q: 3 clusters Score -2245399 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11215 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -2245413.000000 Penalty: 4879.959961
	Iteration 32Q: 3 clusters Score -2245413 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -2245432.250000 Penalty: 4879.959961
	Iteration 33Q: 3 clusters Score -2245432 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -2245452.500000 Penalty: 4879.959961
	Iteration 34Q: 3 clusters Score -2245452 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -2245472.500000 Penalty: 4879.959961
	Iteration 35Q: 3 clusters Score -2245472 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -2245476.250000 Penalty: 4879.959961
	Iteration 36Q: 3 clusters Score -2245476 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -2245495.500000 Penalty: 4879.959961
	Iteration 37Q: 3 clusters Score -2245496 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -2245508.500000 Penalty: 4879.959961
	Iteration 38Q: 3 clusters Score -2245508 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -2245521.250000 Penalty: 4879.959961
	Iteration 39Q: 3 clusters Score -2245521 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -2245535.750000 Penalty: 4879.959961
	Iteration 40F: 3 clusters Score -2245536 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -2245558.750000 Penalty: 4879.959961
	Iteration 41Q: 3 clusters Score -2245559 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -2245561.000000 Penalty: 4879.959961
	Iteration 42Q: 3 clusters Score -2245561 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -2245568.250000 Penalty: 4879.959961
	Iteration 43Q: 3 clusters Score -2245568 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12007 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -2245579.500000 Penalty: 4879.959961
	Iteration 44Q: 3 clusters Score -2245580 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -2245590.500000 Penalty: 4879.959961
	Iteration 45Q: 3 clusters Score -2245590 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12122 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -2245598.750000 Penalty: 4879.959961
	Iteration 46Q: 3 clusters Score -2245599 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -2245607.000000 Penalty: 4879.959961
	Iteration 47Q: 3 clusters Score -2245607 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -2245621.000000 Penalty: 4879.959961
	Iteration 48Q: 3 clusters Score -2245621 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -2245631.750000 Penalty: 4879.959961
	Iteration 49Q: 3 clusters Score -2245632 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -2245645.000000 Penalty: 4879.959961
	Iteration 50Q: 3 clusters Score -2245645 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12428 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -2245649.750000 Penalty: 4879.959961
	Iteration 51Q: 3 clusters Score -2245650 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -2245662.750000 Penalty: 4879.959961
	Iteration 52Q: 3 clusters Score -2245663 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12579 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -2245676.750000 Penalty: 4879.959961
	Iteration 53Q: 3 clusters Score -2245677 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12645 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -2245689.750000 Penalty: 4879.959961
	Iteration 54Q: 3 clusters Score -2245690 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12715 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -2245703.000000 Penalty: 4879.959961
	Iteration 55Q: 3 clusters Score -2245703 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12815 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -2245728.250000 Penalty: 4879.959961
	Iteration 56Q: 3 clusters Score -2245728 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12903 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -2245745.000000 Penalty: 4879.959961
	Iteration 57Q: 3 clusters Score -2245745 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12989 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -2245768.000000 Penalty: 4879.959961
	Iteration 58Q: 3 clusters Score -2245768 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13078 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -2245784.250000 Penalty: 4879.959961
	Iteration 59Q: 3 clusters Score -2245784 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13159 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -2245796.750000 Penalty: 4879.959961
	Iteration 60F: 3 clusters Score -2245797 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13236 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -2245814.250000 Penalty: 4879.959961
	Iteration 61Q: 3 clusters Score -2245814 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13323 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -2245830.750000 Penalty: 4879.959961
	Iteration 62Q: 3 clusters Score -2245831 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13400 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -2245840.250000 Penalty: 4879.959961
	Iteration 63Q: 3 clusters Score -2245840 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -2245856.000000 Penalty: 4879.959961
	Iteration 64Q: 3 clusters Score -2245856 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -2245868.500000 Penalty: 4879.959961
	Iteration 65Q: 3 clusters Score -2245868 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13633 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -2245886.500000 Penalty: 4879.959961
	Iteration 66Q: 3 clusters Score -2245886 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13722 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -2245908.750000 Penalty: 4879.959961
	Iteration 67Q: 3 clusters Score -2245909 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13800 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -2245926.250000 Penalty: 4879.959961
	Iteration 68Q: 3 clusters Score -2245926 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13898 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -2245944.000000 Penalty: 4879.959961
	Iteration 69Q: 3 clusters Score -2245944 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13995 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -2245967.000000 Penalty: 4879.959961
	Iteration 70Q: 3 clusters Score -2245967 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14092 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -2245987.250000 Penalty: 4879.959961
	Iteration 71Q: 3 clusters Score -2245987 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14187 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -2246001.500000 Penalty: 4879.959961
	Iteration 72Q: 3 clusters Score -2246002 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14276 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -2246025.250000 Penalty: 4879.959961
	Iteration 73Q: 3 clusters Score -2246025 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14354 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -2246037.750000 Penalty: 4879.959961
	Iteration 74Q: 3 clusters Score -2246038 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14449 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -2246063.250000 Penalty: 4879.959961
	Iteration 75Q: 3 clusters Score -2246063 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14545 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -2246085.750000 Penalty: 4879.959961
	Iteration 76Q: 3 clusters Score -2246086 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14630 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -2246101.000000 Penalty: 4879.959961
	Iteration 77Q: 3 clusters Score -2246101 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14721 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -2246123.000000 Penalty: 4879.959961
	Iteration 78Q: 3 clusters Score -2246123 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14807 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -2246143.000000 Penalty: 4879.959961
	Iteration 79Q: 3 clusters Score -2246143 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14898 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -2246161.500000 Penalty: 4879.959961
	Iteration 80F: 3 clusters Score -2246162 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14984 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -2246182.500000 Penalty: 4879.959961
	Iteration 81Q: 3 clusters Score -2246182 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15090 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -2246219.250000 Penalty: 4879.959961
	Iteration 82Q: 3 clusters Score -2246219 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15195 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -2246258.500000 Penalty: 4879.959961
	Iteration 83Q: 3 clusters Score -2246258 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15276 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -2246277.500000 Penalty: 4879.959961
	Iteration 84Q: 3 clusters Score -2246278 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15375 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -2246302.500000 Penalty: 4879.959961
	Iteration 85Q: 3 clusters Score -2246302 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15453 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -2246324.250000 Penalty: 4879.959961
	Iteration 86Q: 3 clusters Score -2246324 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15536 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -2246343.750000 Penalty: 4879.959961
	Iteration 87Q: 3 clusters Score -2246344 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15633 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -2246368.250000 Penalty: 4879.959961
	Iteration 88Q: 3 clusters Score -2246368 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15717 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -2246393.500000 Penalty: 4879.959961
	Iteration 89Q: 3 clusters Score -2246394 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15801 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -2246412.000000 Penalty: 4879.959961
	Iteration 90Q: 3 clusters Score -2246412 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15881 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -2246429.000000 Penalty: 4879.959961
	Iteration 91Q: 3 clusters Score -2246429 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15964 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -2246458.500000 Penalty: 4879.959961
	Iteration 92Q: 3 clusters Score -2246458 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16044 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -2246479.250000 Penalty: 4879.959961
	Iteration 93Q: 3 clusters Score -2246479 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16121 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -2246494.000000 Penalty: 4879.959961
	Iteration 94Q: 3 clusters Score -2246494 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16191 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -2246519.500000 Penalty: 4879.959961
	Iteration 95Q: 3 clusters Score -2246520 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16264 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -2246542.250000 Penalty: 4879.959961
	Iteration 96Q: 3 clusters Score -2246542 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16341 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -2246558.750000 Penalty: 4879.959961
	Iteration 97Q: 3 clusters Score -2246559 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16410 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -2246581.500000 Penalty: 4879.959961
	Iteration 98Q: 3 clusters Score -2246582 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16490 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -2246607.000000 Penalty: 4879.959961
	Iteration 99Q: 3 clusters Score -2246607 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16564 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -2246629.750000 Penalty: 4879.959961
	Iteration 100F: 3 clusters Score -2246630 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16634 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -2246660.500000 Penalty: 4879.959961
	Iteration 101Q: 3 clusters Score -2246660 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16703 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -2246677.750000 Penalty: 4879.959961
	Iteration 102Q: 3 clusters Score -2246678 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16774 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -2246714.250000 Penalty: 4879.959961
	Iteration 103Q: 3 clusters Score -2246714 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16846 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -2246732.250000 Penalty: 4879.959961
	Iteration 104Q: 3 clusters Score -2246732 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16911 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -2246746.500000 Penalty: 4879.959961
	Iteration 105Q: 3 clusters Score -2246746 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16969 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -2246766.000000 Penalty: 4879.959961
	Iteration 106Q: 3 clusters Score -2246766 nChanged 54
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Mstep: Class 1 contains 17021 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -2246795.500000 Penalty: 4879.959961
	Iteration 107Q: 3 clusters Score -2246796 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17080 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -2246812.250000 Penalty: 4879.959961
	Iteration 108Q: 3 clusters Score -2246812 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17135 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -2246832 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17180 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -2246847.000000 Penalty: 4879.959961
	Iteration 110Q: 3 clusters Score -2246847 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17242 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -2246878.750000 Penalty: 4879.959961
	Iteration 111Q: 3 clusters Score -2246879 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17314 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -2246910.750000 Penalty: 4879.959961
	Iteration 112Q: 3 clusters Score -2246911 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17388 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -2246952.500000 Penalty: 4879.959961
	Iteration 113Q: 3 clusters Score -2246952 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17458 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -2246986.500000 Penalty: 4879.959961
	Iteration 114Q: 3 clusters Score -2246986 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17514 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -2247016.250000 Penalty: 4879.959961
	Iteration 115Q: 3 clusters Score -2247016 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17571 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -2247044.500000 Penalty: 4879.959961
	Iteration 116Q: 3 clusters Score -2247044 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17631 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -2247074.500000 Penalty: 4879.959961
	Iteration 117Q: 3 clusters Score -2247074 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17691 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -2247103.250000 Penalty: 4879.959961
	Iteration 118Q: 3 clusters Score -2247103 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17734 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -2247125.500000 Penalty: 4879.959961
	Iteration 119Q: 3 clusters Score -2247126 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17774 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -2247149.750000 Penalty: 4879.959961
	Iteration 120F: 3 clusters Score -2247150 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17816 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -2247171.500000 Penalty: 4879.959961
	Iteration 121Q: 3 clusters Score -2247172 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17852 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -2247187.250000 Penalty: 4879.959961
	Iteration 122Q: 3 clusters Score -2247187 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17880 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -2247202.250000 Penalty: 4879.959961
	Iteration 123Q: 3 clusters Score -2247202 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17896 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -2247208.500000 Penalty: 4879.959961
	Iteration 124Q: 3 clusters Score -2247208 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17912 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -2247216.500000 Penalty: 4879.959961
	Iteration 125Q: 3 clusters Score -2247216 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17923 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -2247224.750000 Penalty: 4879.959961
	Iteration 126Q: 3 clusters Score -2247225 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17938 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -2247232.750000 Penalty: 4879.959961
	Iteration 127Q: 3 clusters Score -2247233 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17948 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -2247236.500000 Penalty: 4879.959961
	Iteration 128Q: 3 clusters Score -2247236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17954 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -2247238.750000 Penalty: 4879.959961
	Iteration 129Q: 3 clusters Score -2247239 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17962 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -2247245.000000 Penalty: 4879.959961
	Iteration 130Q: 3 clusters Score -2247245 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17973 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -2247251.750000 Penalty: 4879.959961
	Iteration 131Q: 3 clusters Score -2247252 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17988 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -2247260.250000 Penalty: 4879.959961
	Iteration 132Q: 3 clusters Score -2247260 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17997 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -2247263.750000 Penalty: 4879.959961
	Iteration 133Q: 3 clusters Score -2247264 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18002 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -2247260.500000 Penalty: 4879.959961
	Iteration 134Q: 3 clusters Score -2247260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18003 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -2247262.500000 Penalty: 4879.959961
	Iteration 135Q: 3 clusters Score -2247262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18006 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -2247266.250000 Penalty: 4879.959961
	Iteration 136Q: 3 clusters Score -2247266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18008 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -2247267.250000 Penalty: 4879.959961
	Iteration 137Q: 3 clusters Score -2247267 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18009 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -2247267.000000 Penalty: 4879.959961
	Iteration 138Q: 3 clusters Score -2247267 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18009 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -2247267.000000 Penalty: 4879.959961
	Iteration 139F: 3 clusters Score -2247267 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Entering Unmasked Estep 
Score: -143565.671875 Penalty: 1781.223267
	Iteration 0F: 2 clusters Score -143565.7 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 636 members 
Entering Unmasked Estep 
Score: -141491.937500 Penalty: 3562.446533
	Iteration 0F: 3 clusters Score -141491.9 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -142073.406250 Penalty: 3562.446533
	Iteration 1F: 3 clusters Score -142073.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -142366.812500 Penalty: 3562.446533
	Iteration 2F: 3 clusters Score -142366.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -142679.843750 Penalty: 3562.446533
	Iteration 3F: 3 clusters Score -142679.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -142922.718750 Penalty: 3562.446533
	Iteration 4F: 3 clusters Score -142922.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -143182.390625 Penalty: 3562.446533
	Iteration 5F: 3 clusters Score -143182.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -143454.125000 Penalty: 3562.446533
	Iteration 6F: 3 clusters Score -143454.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -143624.171875 Penalty: 3562.446533
	Iteration 7Q: 3 clusters Score -143624.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -143720.234375 Penalty: 3562.446533
	Iteration 8Q: 3 clusters Score -143720.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -143773.968750 Penalty: 3562.446533
	Iteration 9Q: 3 clusters Score -143774 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -143793.687500 Penalty: 3562.446533
	Iteration 10Q: 3 clusters Score -143793.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -143796.968750 Penalty: 3562.446533
	Iteration 11Q: 3 clusters Score -143797 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -143798.500000 Penalty: 3562.446533
	Iteration 12Q: 3 clusters Score -143798.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -143798.500000 Penalty: 3562.446533
	Iteration 13F: 3 clusters Score -143798.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 240865 members 
Mstep: Class 2 contains 10275 members 
Mstep: Class 3 contains 94601 members 
Mstep: Class 4 contains 109637 members 
Mstep: Class 5 contains 2942 members 
Mstep: Class 6 contains 4311 members 
Mstep: Class 7 contains 4518 members 
Mstep: Class 8 contains 11572 members 
Mstep: Class 9 contains 18744 members 
Mstep: Class 10 contains 944 members 
Mstep: Class 11 contains 21677 members 
Mstep: Class 12 contains 221120 members 
Mstep: Class 13 contains 113076 members 
Mstep: Class 14 contains 41053 members 
Mstep: Class 15 contains 12942 members 
Mstep: Class 16 contains 215792 members 
Mstep: Class 17 contains 9402 members 
Mstep: Class 18 contains 49551 members 
Mstep: Class 19 contains 1959 members 
Mstep: Class 20 contains 4353 members 
Mstep: Class 21 contains 18945 members 
Mstep: Class 22 contains 11472 members 
Mstep: Class 23 contains 4974 members 
Mstep: Class 24 contains 47580 members 
Mstep: Class 25 contains 13208 members 
Mstep: Class 26 contains 2944 members 
Mstep: Class 27 contains 3198 members 
Mstep: Class 28 contains 19795 members 
Mstep: Class 29 contains 14540 members 
Mstep: Class 30 contains 23710 members 
Mstep: Class 31 contains 10172 members 
Mstep: Class 32 contains 372 members 
Entering Unmasked Estep 
Score: -155635424.000000 Penalty: 112081.539062
Splitting cluster 10 changes total score from -155636032.000000 to -155635424.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (21677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21677 members 
Entering Unmasked Estep 
Score: -2488980.250000 Penalty: 2476.033691
	Iteration 0F: 2 clusters Score -2488980 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -2473687.000000 Penalty: 4952.067383
	Iteration 0F: 3 clusters Score -2473687 nChanged 9605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
Score: -2479118.500000 Penalty: 4952.067383
	Iteration 1F: 3 clusters Score -2479118 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
Score: -2479690.500000 Penalty: 4952.067383
	Iteration 2F: 3 clusters Score -2479690 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 12489 members 
Entering Unmasked Estep 
Score: -2480258.000000 Penalty: 4952.067383
	Iteration 3F: 3 clusters Score -2480258 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 12961 members 
Entering Unmasked Estep 
Score: -2480836.250000 Penalty: 4952.067383
	Iteration 4F: 3 clusters Score -2480836 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 13469 members 
Entering Unmasked Estep 
Score: -2481415.500000 Penalty: 4952.067383
	Iteration 5Q: 3 clusters Score -2481416 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 14035 members 
Entering Unmasked Estep 
Score: -2482104.250000 Penalty: 4952.067383
	Iteration 6Q: 3 clusters Score -2482104 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 14656 members 
Entering Unmasked Estep 
Score: -2482794.250000 Penalty: 4952.067383
	Iteration 7Q: 3 clusters Score -2482794 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 15287 members 
Entering Unmasked Estep 
Score: -2483483.750000 Penalty: 4952.067383
	Iteration 8Q: 3 clusters Score -2483484 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 15937 members 
Entering Unmasked Estep 
Score: -2484153.750000 Penalty: 4952.067383
	Iteration 9Q: 3 clusters Score -2484154 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 16570 members 
Entering Unmasked Estep 
Score: -2484786.000000 Penalty: 4952.067383
	Iteration 10Q: 3 clusters Score -2484786 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 17154 members 
Entering Unmasked Estep 
Score: -2485364.000000 Penalty: 4952.067383
	Iteration 11Q: 3 clusters Score -2485364 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 17666 members 
Entering Unmasked Estep 
Score: -2485838.250000 Penalty: 4952.067383
	Iteration 12Q: 3 clusters Score -2485838 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 18091 members 
Entering Unmasked Estep 
Score: -2486149.250000 Penalty: 4952.067383
	Iteration 13Q: 3 clusters Score -2486149 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 18447 members 
Entering Unmasked Estep 
Score: -2486413.500000 Penalty: 4952.067383
	Iteration 14Q: 3 clusters Score -2486414 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 18784 members 
Entering Unmasked Estep 
Score: -2486644.750000 Penalty: 4952.067383
	Iteration 15Q: 3 clusters Score -2486645 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 19028 members 
Entering Unmasked Estep 
Score: -2486813.750000 Penalty: 4952.067383
	Iteration 16Q: 3 clusters Score -2486814 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 19213 members 
Entering Unmasked Estep 
Score: -2486949.250000 Penalty: 4952.067383
	Iteration 17Q: 3 clusters Score -2486949 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 19356 members 
Entering Unmasked Estep 
Score: -2487068.500000 Penalty: 4952.067383
	Iteration 18Q: 3 clusters Score -2487068 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 19487 members 
Entering Unmasked Estep 
Score: -2487160.750000 Penalty: 4952.067383
	Iteration 19Q: 3 clusters Score -2487161 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 19594 members 
Entering Unmasked Estep 
Score: -2487229.500000 Penalty: 4952.067383
	Iteration 20F: 3 clusters Score -2487230 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 19679 members 
Entering Unmasked Estep 
Score: -2487279.000000 Penalty: 4952.067383
	Iteration 21Q: 3 clusters Score -2487279 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 19758 members 
Entering Unmasked Estep 
Score: -2487317.500000 Penalty: 4952.067383
	Iteration 22Q: 3 clusters Score -2487318 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 19822 members 
Entering Unmasked Estep 
Score: -2487349.500000 Penalty: 4952.067383
	Iteration 23Q: 3 clusters Score -2487350 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 19868 members 
Entering Unmasked Estep 
Score: -2487373.500000 Penalty: 4952.067383
	Iteration 24Q: 3 clusters Score -2487374 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 19902 members 
Entering Unmasked Estep 
Score: -2487389.750000 Penalty: 4952.067383
	Iteration 25Q: 3 clusters Score -2487390 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 19940 members 
Entering Unmasked Estep 
Score: -2487403.000000 Penalty: 4952.067383
	Iteration 26Q: 3 clusters Score -2487403 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 19965 members 
Entering Unmasked Estep 
Score: -2487415.750000 Penalty: 4952.067383
	Iteration 27Q: 3 clusters Score -2487416 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 19988 members 
Entering Unmasked Estep 
Score: -2487429.500000 Penalty: 4952.067383
	Iteration 28Q: 3 clusters Score -2487430 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 20015 members 
Entering Unmasked Estep 
Score: -2487443.250000 Penalty: 4952.067383
	Iteration 29Q: 3 clusters Score -2487443 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 20039 members 
Entering Unmasked Estep 
Score: -2487453.000000 Penalty: 4952.067383
	Iteration 30Q: 3 clusters Score -2487453 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 20056 members 
Entering Unmasked Estep 
Score: -2487459.500000 Penalty: 4952.067383
	Iteration 31Q: 3 clusters Score -2487460 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 20075 members 
Entering Unmasked Estep 
Score: -2487462.750000 Penalty: 4952.067383
	Iteration 32Q: 3 clusters Score -2487463 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 20090 members 
Entering Unmasked Estep 
Score: -2487468.000000 Penalty: 4952.067383
	Iteration 33Q: 3 clusters Score -2487468 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 20102 members 
Entering Unmasked Estep 
Score: -2487470.250000 Penalty: 4952.067383
	Iteration 34Q: 3 clusters Score -2487470 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 20110 members 
Entering Unmasked Estep 
Score: -2487478.750000 Penalty: 4952.067383
	Iteration 35Q: 3 clusters Score -2487479 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 20117 members 
Entering Unmasked Estep 
Score: -2487480.000000 Penalty: 4952.067383
	Iteration 36Q: 3 clusters Score -2487480 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 20121 members 
Entering Unmasked Estep 
Score: -2487479.750000 Penalty: 4952.067383
	Iteration 37Q: 3 clusters Score -2487480 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 20124 members 
Entering Unmasked Estep 
Score: -2487483.500000 Penalty: 4952.067383
	Iteration 38Q: 3 clusters Score -2487484 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 20131 members 
Entering Unmasked Estep 
Score: -2487484.250000 Penalty: 4952.067383
	Iteration 39Q: 3 clusters Score -2487484 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 20135 members 
Entering Unmasked Estep 
Score: -2487485.500000 Penalty: 4952.067383
	Iteration 40F: 3 clusters Score -2487486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 20138 members 
Entering Unmasked Estep 
Score: -2487486.750000 Penalty: 4952.067383
	Iteration 41Q: 3 clusters Score -2487487 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 20139 members 
Entering Unmasked Estep 
Score: -2487488.000000 Penalty: 4952.067383
	Iteration 42Q: 3 clusters Score -2487488 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 20144 members 
Entering Unmasked Estep 
Score: -2487485.500000 Penalty: 4952.067383
	Iteration 43Q: 3 clusters Score -2487486 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 20149 members 
Entering Unmasked Estep 
Score: -2487487.250000 Penalty: 4952.067383
	Iteration 44Q: 3 clusters Score -2487487 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 20151 members 
Entering Unmasked Estep 
Score: -2487493.000000 Penalty: 4952.067383
	Iteration 45Q: 3 clusters Score -2487493 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 20166 members 
Entering Unmasked Estep 
Score: -2487498.000000 Penalty: 4952.067383
	Iteration 46Q: 3 clusters Score -2487498 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 20177 members 
Entering Unmasked Estep 
Score: -2487502.750000 Penalty: 4952.067383
	Iteration 47Q: 3 clusters Score -2487503 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 20188 members 
Entering Unmasked Estep 
Score: -2487504.500000 Penalty: 4952.067383
	Iteration 48Q: 3 clusters Score -2487504 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 20200 members 
Entering Unmasked Estep 
Score: -2487507.250000 Penalty: 4952.067383
	Iteration 49Q: 3 clusters Score -2487507 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 20209 members 
Entering Unmasked Estep 
Score: -2487509.750000 Penalty: 4952.067383
	Iteration 50Q: 3 clusters Score -2487510 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 20224 members 
Entering Unmasked Estep 
Score: -2487509.250000 Penalty: 4952.067383
	Iteration 51Q: 3 clusters Score -2487509 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 20233 members 
Entering Unmasked Estep 
Score: -2487518.750000 Penalty: 4952.067383
	Iteration 52Q: 3 clusters Score -2487519 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 20242 members 
Entering Unmasked Estep 
Score: -2487515.250000 Penalty: 4952.067383
	Iteration 53Q: 3 clusters Score -2487515 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 20253 members 
Entering Unmasked Estep 
Score: -2487524.250000 Penalty: 4952.067383
	Iteration 54Q: 3 clusters Score -2487524 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 20261 members 
Entering Unmasked Estep 
Score: -2487523.000000 Penalty: 4952.067383
	Iteration 55Q: 3 clusters Score -2487523 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 20271 members 
Entering Unmasked Estep 
Score: -2487530.500000 Penalty: 4952.067383
	Iteration 56Q: 3 clusters Score -2487530 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 20282 members 
Entering Unmasked Estep 
Score: -2487534.750000 Penalty: 4952.067383
	Iteration 57Q: 3 clusters Score -2487535 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 20299 members 
Entering Unmasked Estep 
Score: -2487539.000000 Penalty: 4952.067383
	Iteration 58Q: 3 clusters Score -2487539 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 20309 members 
Entering Unmasked Estep 
Score: -2487544.500000 Penalty: 4952.067383
	Iteration 59Q: 3 clusters Score -2487544 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 20318 members 
Entering Unmasked Estep 
Score: -2487541.750000 Penalty: 4952.067383
	Iteration 60F: 3 clusters Score -2487542 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 20332 members 
Entering Unmasked Estep 
Score: -2487552.750000 Penalty: 4952.067383
	Iteration 61Q: 3 clusters Score -2487553 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 20348 members 
Entering Unmasked Estep 
Score: -2487558.250000 Penalty: 4952.067383
	Iteration 62Q: 3 clusters Score -2487558 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 20362 members 
Entering Unmasked Estep 
Score: -2487563.750000 Penalty: 4952.067383
	Iteration 63Q: 3 clusters Score -2487564 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 20375 members 
Entering Unmasked Estep 
Score: -2487571.250000 Penalty: 4952.067383
	Iteration 64Q: 3 clusters Score -2487571 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 20382 members 
Entering Unmasked Estep 
Score: -2487578.250000 Penalty: 4952.067383
	Iteration 65Q: 3 clusters Score -2487578 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 20391 members 
Entering Unmasked Estep 
Score: -2487584.000000 Penalty: 4952.067383
	Iteration 66Q: 3 clusters Score -2487584 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 20398 members 
Entering Unmasked Estep 
Score: -2487584.000000 Penalty: 4952.067383
	Iteration 67Q: 3 clusters Score -2487584 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 20408 members 
Entering Unmasked Estep 
Score: -2487592.500000 Penalty: 4952.067383
	Iteration 68Q: 3 clusters Score -2487592 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 20419 members 
Entering Unmasked Estep 
Score: -2487594.250000 Penalty: 4952.067383
	Iteration 69Q: 3 clusters Score -2487594 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 20426 members 
Entering Unmasked Estep 
Score: -2487595.750000 Penalty: 4952.067383
	Iteration 70Q: 3 clusters Score -2487596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 20431 members 
Entering Unmasked Estep 
Score: -2487598.750000 Penalty: 4952.067383
	Iteration 71Q: 3 clusters Score -2487599 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 20434 members 
Entering Unmasked Estep 
Score: -2487602.000000 Penalty: 4952.067383
	Iteration 72Q: 3 clusters Score -2487602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 20438 members 
Entering Unmasked Estep 
Score: -2487605.000000 Penalty: 4952.067383
	Iteration 73Q: 3 clusters Score -2487605 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 20440 members 
Entering Unmasked Estep 
Score: -2487602.000000 Penalty: 4952.067383
	Iteration 74Q: 3 clusters Score -2487602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 20441 members 
Entering Unmasked Estep 
Score: -2487605.000000 Penalty: 4952.067383
	Iteration 75Q: 3 clusters Score -2487605 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 20441 members 
Entering Unmasked Estep 
Score: -2487604.750000 Penalty: 4952.067383
	Iteration 76Q: 3 clusters Score -2487605 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 20441 members 
Entering Unmasked Estep 
Score: -2487604.750000 Penalty: 4952.067383
	Iteration 77F: 3 clusters Score -2487605 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (221120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221120 members 
Entering Unmasked Estep 
Score: -26207072.000000 Penalty: 3052.002197
	Iteration 0F: 2 clusters Score -2.620707e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111262 members 
Mstep: Class 2 contains 109858 members 
Entering Unmasked Estep 
Score: -26059484.000000 Penalty: 6104.004395
	Iteration 0F: 3 clusters Score -2.605948e+07 nChanged 106476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121588 members 
Mstep: Class 2 contains 99532 members 
Entering Unmasked Estep 
Score: -26123228.000000 Penalty: 6104.004395
	Iteration 1F: 3 clusters Score -2.612323e+07 nChanged 8260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128606 members 
Mstep: Class 2 contains 92514 members 
Entering Unmasked Estep 
Score: -26126148.000000 Penalty: 6104.004395
	Iteration 2Q: 3 clusters Score -2.612615e+07 nChanged 11212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139354 members 
Mstep: Class 2 contains 81766 members 
Entering Unmasked Estep 
Score: -26131944.000000 Penalty: 6104.004395
	Iteration 3F: 3 clusters Score -2.613194e+07 nChanged 15453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154741 members 
Mstep: Class 2 contains 66379 members 
Entering Unmasked Estep 
Score: -26142338.000000 Penalty: 6104.004395
	Iteration 4F: 3 clusters Score -2.614234e+07 nChanged 19953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174694 members 
Mstep: Class 2 contains 46426 members 
Entering Unmasked Estep 
Score: -26159092.000000 Penalty: 6104.004395
	Iteration 5F: 3 clusters Score -2.615909e+07 nChanged 21064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195758 members 
Mstep: Class 2 contains 25362 members 
Entering Unmasked Estep 
Score: -26179396.000000 Penalty: 6104.004395
	Iteration 6F: 3 clusters Score -2.61794e+07 nChanged 15531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211289 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -26194830.000000 Penalty: 6104.004395
	Iteration 7F: 3 clusters Score -2.619483e+07 nChanged 7077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218366 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -26201644.000000 Penalty: 6104.004395
	Iteration 8Q: 3 clusters Score -2.620164e+07 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220383 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -26203504.000000 Penalty: 6104.004395
	Iteration 9Q: 3 clusters Score -2.62035e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220814 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -26203988.000000 Penalty: 6104.004395
	Iteration 10Q: 3 clusters Score -2.620399e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220906 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -26204166.000000 Penalty: 6104.004395
	Iteration 11Q: 3 clusters Score -2.620417e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220923 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -26204248.000000 Penalty: 6104.004395
	Iteration 12Q: 3 clusters Score -2.620425e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220932 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -26204236.000000 Penalty: 6104.004395
	Iteration 13Q: 3 clusters Score -2.620424e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220935 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -26204250.000000 Penalty: 6104.004395
	Iteration 14Q: 3 clusters Score -2.620425e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220936 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -26204266.000000 Penalty: 6104.004395
	Iteration 15Q: 3 clusters Score -2.620427e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220937 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -26204268.000000 Penalty: 6104.004395
	Iteration 16Q: 3 clusters Score -2.620427e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220938 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -26204268.000000 Penalty: 6104.004395
	Iteration 17Q: 3 clusters Score -2.620427e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220939 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -26204278.000000 Penalty: 6104.004395
	Iteration 18Q: 3 clusters Score -2.620428e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220939 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -26204286.000000 Penalty: 6104.004395
	Iteration 19Q: 3 clusters Score -2.620429e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220939 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -26204286.000000 Penalty: 6104.004395
	Iteration 20F: 3 clusters Score -2.620429e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (113076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113076 members 
Entering Unmasked Estep 
Score: -13459484.000000 Penalty: 2885.682373
	Iteration 0F: 2 clusters Score -1.345948e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56709 members 
Mstep: Class 2 contains 56367 members 
Entering Unmasked Estep 
Score: -13383920.000000 Penalty: 5771.364746
	Iteration 0F: 3 clusters Score -1.338392e+07 nChanged 53748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60279 members 
Mstep: Class 2 contains 52797 members 
Entering Unmasked Estep 
Score: -13414805.000000 Penalty: 5771.364746
	Iteration 1F: 3 clusters Score -1.34148e+07 nChanged 4665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62948 members 
Mstep: Class 2 contains 50128 members 
Entering Unmasked Estep 
Score: -13416457.000000 Penalty: 5771.364746
	Iteration 2Q: 3 clusters Score -1.341646e+07 nChanged 5832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67018 members 
Mstep: Class 2 contains 46058 members 
Entering Unmasked Estep 
Score: -13419106.000000 Penalty: 5771.364746
	Iteration 3F: 3 clusters Score -1.341911e+07 nChanged 7331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72781 members 
Mstep: Class 2 contains 40295 members 
Entering Unmasked Estep 
Score: -13423221.000000 Penalty: 5771.364746
	Iteration 4F: 3 clusters Score -1.342322e+07 nChanged 8546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79909 members 
Mstep: Class 2 contains 33167 members 
Entering Unmasked Estep 
Score: -13429486.000000 Penalty: 5771.364746
	Iteration 5F: 3 clusters Score -1.342949e+07 nChanged 8756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87533 members 
Mstep: Class 2 contains 25543 members 
Entering Unmasked Estep 
Score: -13436236.000000 Penalty: 5771.364746
	Iteration 6F: 3 clusters Score -1.343624e+07 nChanged 7889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94776 members 
Mstep: Class 2 contains 18300 members 
Entering Unmasked Estep 
Score: -13442659.000000 Penalty: 5771.364746
	Iteration 7F: 3 clusters Score -1.344266e+07 nChanged 6235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100759 members 
Mstep: Class 2 contains 12317 members 
Entering Unmasked Estep 
Score: -13447724.000000 Penalty: 5771.364746
	Iteration 8F: 3 clusters Score -1.344772e+07 nChanged 4507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105214 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -13451340.000000 Penalty: 5771.364746
	Iteration 9Q: 3 clusters Score -1.345134e+07 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108286 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -13453716.000000 Penalty: 5771.364746
	Iteration 10Q: 3 clusters Score -1.345372e+07 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110199 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -13455174.000000 Penalty: 5771.364746
	Iteration 11Q: 3 clusters Score -1.345517e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111231 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -13455982.000000 Penalty: 5771.364746
	Iteration 12Q: 3 clusters Score -1.345598e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111776 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -13456406.000000 Penalty: 5771.364746
	Iteration 13Q: 3 clusters Score -1.345641e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112051 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -13456643.000000 Penalty: 5771.364746
	Iteration 14Q: 3 clusters Score -1.345664e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112210 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -13456756.000000 Penalty: 5771.364746
	Iteration 15Q: 3 clusters Score -1.345676e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112301 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -13456847.000000 Penalty: 5771.364746
	Iteration 16Q: 3 clusters Score -1.345685e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112348 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -13456901.000000 Penalty: 5771.364746
	Iteration 17Q: 3 clusters Score -1.34569e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112383 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -13456922.000000 Penalty: 5771.364746
	Iteration 18Q: 3 clusters Score -1.345692e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112405 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -13456952.000000 Penalty: 5771.364746
	Iteration 19Q: 3 clusters Score -1.345695e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112421 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -13456974.000000 Penalty: 5771.364746
	Iteration 20F: 3 clusters Score -1.345697e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112435 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -13456992.000000 Penalty: 5771.364746
	Iteration 21Q: 3 clusters Score -1.345699e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112443 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -13457002.000000 Penalty: 5771.364746
	Iteration 22Q: 3 clusters Score -1.3457e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112443 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -13457014.000000 Penalty: 5771.364746
	Iteration 23Q: 3 clusters Score -1.345701e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112448 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -13457022.000000 Penalty: 5771.364746
	Iteration 24Q: 3 clusters Score -1.345702e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112454 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -13457044.000000 Penalty: 5771.364746
	Iteration 25Q: 3 clusters Score -1.345704e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112460 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -13457058.000000 Penalty: 5771.364746
	Iteration 26Q: 3 clusters Score -1.345706e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112473 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -13457063.000000 Penalty: 5771.364746
	Iteration 27Q: 3 clusters Score -1.345706e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112483 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -13457076.000000 Penalty: 5771.364746
	Iteration 28Q: 3 clusters Score -1.345708e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112492 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -13457083.000000 Penalty: 5771.364746
	Iteration 29Q: 3 clusters Score -1.345708e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112495 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -13457086.000000 Penalty: 5771.364746
	Iteration 30Q: 3 clusters Score -1.345709e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112498 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -13457079.000000 Penalty: 5771.364746
	Iteration 31Q: 3 clusters Score -1.345708e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112502 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -13457092.000000 Penalty: 5771.364746
	Iteration 32Q: 3 clusters Score -1.345709e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112504 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -13457095.000000 Penalty: 5771.364746
	Iteration 33Q: 3 clusters Score -1.34571e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112510 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -13457092.000000 Penalty: 5771.364746
	Iteration 34Q: 3 clusters Score -1.345709e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112514 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -13457094.000000 Penalty: 5771.364746
	Iteration 35Q: 3 clusters Score -1.345709e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112517 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -13457099.000000 Penalty: 5771.364746
	Iteration 36Q: 3 clusters Score -1.34571e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112519 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -13457111.000000 Penalty: 5771.364746
	Iteration 37Q: 3 clusters Score -1.345711e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112521 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -13457114.000000 Penalty: 5771.364746
	Iteration 38Q: 3 clusters Score -1.345711e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112521 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -13457114.000000 Penalty: 5771.364746
	Iteration 39F: 3 clusters Score -1.345711e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (41053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41053 members 
Entering Unmasked Estep 
Score: -4805134.000000 Penalty: 2634.409668
	Iteration 0F: 2 clusters Score -4805134 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20504 members 
Mstep: Class 2 contains 20549 members 
Entering Unmasked Estep 
Score: -4777418.000000 Penalty: 5268.819336
	Iteration 0F: 3 clusters Score -4777418 nChanged 18784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20040 members 
Mstep: Class 2 contains 21013 members 
Entering Unmasked Estep 
Score: -4787514.500000 Penalty: 5268.819336
	Iteration 1F: 3 clusters Score -4787514 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19650 members 
Mstep: Class 2 contains 21403 members 
Entering Unmasked Estep 
Score: -4788261.500000 Penalty: 5268.819336
	Iteration 2Q: 3 clusters Score -4788262 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18942 members 
Mstep: Class 2 contains 22111 members 
Entering Unmasked Estep 
Score: -4789235.000000 Penalty: 5268.819336
	Iteration 3F: 3 clusters Score -4789235 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17935 members 
Mstep: Class 2 contains 23118 members 
Entering Unmasked Estep 
Score: -4790548.000000 Penalty: 5268.819336
	Iteration 4F: 3 clusters Score -4790548 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16528 members 
Mstep: Class 2 contains 24525 members 
Entering Unmasked Estep 
Score: -4792016.500000 Penalty: 5268.819336
	Iteration 5F: 3 clusters Score -4792016 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14867 members 
Mstep: Class 2 contains 26186 members 
Entering Unmasked Estep 
Score: -4793500.000000 Penalty: 5268.819336
	Iteration 6F: 3 clusters Score -4793500 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13092 members 
Mstep: Class 2 contains 27961 members 
Entering Unmasked Estep 
Score: -4794867.000000 Penalty: 5268.819336
	Iteration 7F: 3 clusters Score -4794867 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11376 members 
Mstep: Class 2 contains 29677 members 
Entering Unmasked Estep 
Score: -4795949.000000 Penalty: 5268.819336
	Iteration 8F: 3 clusters Score -4795949 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 31389 members 
Entering Unmasked Estep 
Score: -4796933.500000 Penalty: 5268.819336
	Iteration 9Q: 3 clusters Score -4796934 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 33060 members 
Entering Unmasked Estep 
Score: -4797916.500000 Penalty: 5268.819336
	Iteration 10Q: 3 clusters Score -4797916 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 34587 members 
Entering Unmasked Estep 
Score: -4798825.500000 Penalty: 5268.819336
	Iteration 11Q: 3 clusters Score -4798826 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 35975 members 
Entering Unmasked Estep 
Score: -4799700.500000 Penalty: 5268.819336
	Iteration 12Q: 3 clusters Score -4799700 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 37191 members 
Entering Unmasked Estep 
Score: -4800530.500000 Penalty: 5268.819336
	Iteration 13Q: 3 clusters Score -4800530 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 38182 members 
Entering Unmasked Estep 
Score: -4801226.000000 Penalty: 5268.819336
	Iteration 14Q: 3 clusters Score -4801226 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 38872 members 
Entering Unmasked Estep 
Score: -4801729.000000 Penalty: 5268.819336
	Iteration 15Q: 3 clusters Score -4801729 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 39388 members 
Entering Unmasked Estep 
Score: -4802157.000000 Penalty: 5268.819336
	Iteration 16Q: 3 clusters Score -4802157 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 39706 members 
Entering Unmasked Estep 
Score: -4802443.500000 Penalty: 5268.819336
	Iteration 17Q: 3 clusters Score -4802444 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 39902 members 
Entering Unmasked Estep 
Score: -4802625.000000 Penalty: 5268.819336
	Iteration 18Q: 3 clusters Score -4802625 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 40024 members 
Entering Unmasked Estep 
Score: -4802758.000000 Penalty: 5268.819336
	Iteration 19Q: 3 clusters Score -4802758 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 40101 members 
Entering Unmasked Estep 
Score: -4802854.500000 Penalty: 5268.819336
	Iteration 20F: 3 clusters Score -4802854 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 40167 members 
Entering Unmasked Estep 
Score: -4802944.000000 Penalty: 5268.819336
	Iteration 21Q: 3 clusters Score -4802944 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 40211 members 
Entering Unmasked Estep 
Score: -4803006.500000 Penalty: 5268.819336
	Iteration 22Q: 3 clusters Score -4803006 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 40245 members 
Entering Unmasked Estep 
Score: -4803078.000000 Penalty: 5268.819336
	Iteration 23Q: 3 clusters Score -4803078 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 40270 members 
Entering Unmasked Estep 
Score: -4803139.500000 Penalty: 5268.819336
	Iteration 24Q: 3 clusters Score -4803140 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 40274 members 
Entering Unmasked Estep 
Score: -4803168.500000 Penalty: 5268.819336
	Iteration 25Q: 3 clusters Score -4803168 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 40283 members 
Entering Unmasked Estep 
Score: -4803189.000000 Penalty: 5268.819336
	Iteration 26Q: 3 clusters Score -4803189 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 40285 members 
Entering Unmasked Estep 
Score: -4803216.000000 Penalty: 5268.819336
	Iteration 27Q: 3 clusters Score -4803216 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 40285 members 
Entering Unmasked Estep 
Score: -4803225.000000 Penalty: 5268.819336
	Iteration 28Q: 3 clusters Score -4803225 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 40281 members 
Entering Unmasked Estep 
Score: -4803230.500000 Penalty: 5268.819336
	Iteration 29Q: 3 clusters Score -4803230 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 40283 members 
Entering Unmasked Estep 
Score: -4803228.500000 Penalty: 5268.819336
	Iteration 30Q: 3 clusters Score -4803228 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 40284 members 
Entering Unmasked Estep 
Score: -4803228.000000 Penalty: 5268.819336
	Iteration 31Q: 3 clusters Score -4803228 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 40281 members 
Entering Unmasked Estep 
Score: -4803232.500000 Penalty: 5268.819336
	Iteration 32Q: 3 clusters Score -4803232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 40282 members 
Entering Unmasked Estep 
Score: -4803234.500000 Penalty: 5268.819336
	Iteration 33Q: 3 clusters Score -4803234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 40281 members 
Entering Unmasked Estep 
Score: -4803235.500000 Penalty: 5268.819336
	Iteration 34Q: 3 clusters Score -4803236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 40282 members 
Entering Unmasked Estep 
Score: -4803239.000000 Penalty: 5268.819336
	Iteration 35Q: 3 clusters Score -4803239 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 40282 members 
Entering Unmasked Estep 
Score: -4803234.000000 Penalty: 5268.819336
	Iteration 36Q: 3 clusters Score -4803234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 40282 members 
Entering Unmasked Estep 
Score: -4803233.500000 Penalty: 5268.819336
	Iteration 37Q: 3 clusters Score -4803234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 40283 members 
Entering Unmasked Estep 
Score: -4803232.000000 Penalty: 5268.819336
	Iteration 38Q: 3 clusters Score -4803232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 40284 members 
Entering Unmasked Estep 
Score: -4803233.500000 Penalty: 5268.819336
	Iteration 39Q: 3 clusters Score -4803234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 40284 members 
Entering Unmasked Estep 
Score: -4803232.500000 Penalty: 5268.819336
	Iteration 40F: 3 clusters Score -4803232 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (12942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12942 members 
Entering Unmasked Estep 
Score: -1537472.500000 Penalty: 2348.121826
	Iteration 0F: 2 clusters Score -1537472 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -1527949.750000 Penalty: 4696.243652
	Iteration 0F: 3 clusters Score -1527950 nChanged 5506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -1530813.500000 Penalty: 4696.243652
	Iteration 1F: 3 clusters Score -1530814 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -1531140.625000 Penalty: 4696.243652
	Iteration 2F: 3 clusters Score -1531141 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -1531353.125000 Penalty: 4696.243652
	Iteration 3Q: 3 clusters Score -1531353 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -1531531.625000 Penalty: 4696.243652
	Iteration 4Q: 3 clusters Score -1531532 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -1531692.000000 Penalty: 4696.243652
	Iteration 5Q: 3 clusters Score -1531692 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -1531838.750000 Penalty: 4696.243652
	Iteration 6Q: 3 clusters Score -1531839 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -1532012.125000 Penalty: 4696.243652
	Iteration 7Q: 3 clusters Score -1532012 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -1532265.750000 Penalty: 4696.243652
	Iteration 8Q: 3 clusters Score -1532266 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -1532555.625000 Penalty: 4696.243652
	Iteration 9Q: 3 clusters Score -1532556 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -1532895.625000 Penalty: 4696.243652
	Iteration 10Q: 3 clusters Score -1532896 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -1533274.500000 Penalty: 4696.243652
	Iteration 11Q: 3 clusters Score -1533274 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -1533691.375000 Penalty: 4696.243652
	Iteration 12Q: 3 clusters Score -1533691 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -1534108.500000 Penalty: 4696.243652
	Iteration 13Q: 3 clusters Score -1534108 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -1534528.875000 Penalty: 4696.243652
	Iteration 14Q: 3 clusters Score -1534529 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -1534900.250000 Penalty: 4696.243652
	Iteration 15Q: 3 clusters Score -1534900 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -1535156.375000 Penalty: 4696.243652
	Iteration 16Q: 3 clusters Score -1535156 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -1535336.500000 Penalty: 4696.243652
	Iteration 17Q: 3 clusters Score -1535336 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 12085 members 
Entering Unmasked Estep 
Score: -1535462.750000 Penalty: 4696.243652
	Iteration 18Q: 3 clusters Score -1535463 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -1535533.000000 Penalty: 4696.243652
	Iteration 19Q: 3 clusters Score -1535533 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -1535580.625000 Penalty: 4696.243652
	Iteration 20F: 3 clusters Score -1535581 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 12277 members 
Entering Unmasked Estep 
Score: -1535617.875000 Penalty: 4696.243652
	Iteration 21Q: 3 clusters Score -1535618 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 12305 members 
Entering Unmasked Estep 
Score: -1535651.750000 Penalty: 4696.243652
	Iteration 22Q: 3 clusters Score -1535652 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -1535670.125000 Penalty: 4696.243652
	Iteration 23Q: 3 clusters Score -1535670 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -1535698.375000 Penalty: 4696.243652
	Iteration 24Q: 3 clusters Score -1535698 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -1535738.000000 Penalty: 4696.243652
	Iteration 25Q: 3 clusters Score -1535738 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -1535780.250000 Penalty: 4696.243652
	Iteration 26Q: 3 clusters Score -1535780 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
Score: -1535815.375000 Penalty: 4696.243652
	Iteration 27Q: 3 clusters Score -1535815 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -1535841.375000 Penalty: 4696.243652
	Iteration 28Q: 3 clusters Score -1535841 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 12318 members 
Entering Unmasked Estep 
Score: -1535869.500000 Penalty: 4696.243652
	Iteration 29Q: 3 clusters Score -1535870 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 12315 members 
Entering Unmasked Estep 
Score: -1535886.750000 Penalty: 4696.243652
	Iteration 30Q: 3 clusters Score -1535887 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
Score: -1535897.000000 Penalty: 4696.243652
	Iteration 31Q: 3 clusters Score -1535897 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 12316 members 
Entering Unmasked Estep 
Score: -1535903.750000 Penalty: 4696.243652
	Iteration 32Q: 3 clusters Score -1535904 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -1535916.500000 Penalty: 4696.243652
	Iteration 33Q: 3 clusters Score -1535916 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -1535929.625000 Penalty: 4696.243652
	Iteration 34Q: 3 clusters Score -1535930 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -1535931.875000 Penalty: 4696.243652
	Iteration 35Q: 3 clusters Score -1535932 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 12331 members 
Entering Unmasked Estep 
Score: -1535938.625000 Penalty: 4696.243652
	Iteration 36Q: 3 clusters Score -1535939 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 12333 members 
Entering Unmasked Estep 
Score: -1535944.750000 Penalty: 4696.243652
	Iteration 37Q: 3 clusters Score -1535945 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -1535948.375000 Penalty: 4696.243652
	Iteration 38Q: 3 clusters Score -1535948 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 12343 members 
Entering Unmasked Estep 
Score: -1535962.750000 Penalty: 4696.243652
	Iteration 39Q: 3 clusters Score -1535963 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
Score: -1535977.250000 Penalty: 4696.243652
	Iteration 40F: 3 clusters Score -1535977 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 12355 members 
Entering Unmasked Estep 
Score: -1535987.875000 Penalty: 4696.243652
	Iteration 41Q: 3 clusters Score -1535988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 12352 members 
Entering Unmasked Estep 
Score: -1535986.000000 Penalty: 4696.243652
	Iteration 42Q: 3 clusters Score -1535986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 12352 members 
Entering Unmasked Estep 
Score: -1535988.000000 Penalty: 4696.243652
	Iteration 43Q: 3 clusters Score -1535988 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 12352 members 
Entering Unmasked Estep 
Score: -1535988.000000 Penalty: 4696.243652
	Iteration 44F: 3 clusters Score -1535988 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (215792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215792 members 
Entering Unmasked Estep 
Score: -26044346.000000 Penalty: 3045.953369
	Iteration 0F: 2 clusters Score -2.604435e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108115 members 
Mstep: Class 2 contains 107677 members 
Entering Unmasked Estep 
Score: -25912644.000000 Penalty: 6091.906738
	Iteration 0F: 3 clusters Score -2.591264e+07 nChanged 103838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113297 members 
Mstep: Class 2 contains 102495 members 
Entering Unmasked Estep 
Score: -25974054.000000 Penalty: 6091.906738
	Iteration 1F: 3 clusters Score -2.597405e+07 nChanged 6292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116607 members 
Mstep: Class 2 contains 99185 members 
Entering Unmasked Estep 
Score: -25975462.000000 Penalty: 6091.906738
	Iteration 2Q: 3 clusters Score -2.597546e+07 nChanged 8028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121881 members 
Mstep: Class 2 contains 93911 members 
Entering Unmasked Estep 
Score: -25978170.000000 Penalty: 6091.906738
	Iteration 3Q: 3 clusters Score -2.597817e+07 nChanged 10780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129997 members 
Mstep: Class 2 contains 85795 members 
Entering Unmasked Estep 
Score: -25983100.000000 Penalty: 6091.906738
	Iteration 4Q: 3 clusters Score -2.59831e+07 nChanged 14400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141791 members 
Mstep: Class 2 contains 74001 members 
Entering Unmasked Estep 
Score: -25992368.000000 Penalty: 6091.906738
	Iteration 5F: 3 clusters Score -2.599237e+07 nChanged 17608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157181 members 
Mstep: Class 2 contains 58611 members 
Entering Unmasked Estep 
Score: -26004950.000000 Penalty: 6091.906738
	Iteration 6F: 3 clusters Score -2.600495e+07 nChanged 17752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173607 members 
Mstep: Class 2 contains 42185 members 
Entering Unmasked Estep 
Score: -26017218.000000 Penalty: 6091.906738
	Iteration 7F: 3 clusters Score -2.601722e+07 nChanged 14288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187197 members 
Mstep: Class 2 contains 28595 members 
Entering Unmasked Estep 
Score: -26026126.000000 Penalty: 6091.906738
	Iteration 8F: 3 clusters Score -2.602613e+07 nChanged 9499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196396 members 
Mstep: Class 2 contains 19396 members 
Entering Unmasked Estep 
Score: -26032758.000000 Penalty: 6091.906738
	Iteration 9Q: 3 clusters Score -2.603276e+07 nChanged 5533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201663 members 
Mstep: Class 2 contains 14129 members 
Entering Unmasked Estep 
Score: -26037930.000000 Penalty: 6091.906738
	Iteration 10Q: 3 clusters Score -2.603793e+07 nChanged 3176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204071 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -26040766.000000 Penalty: 6091.906738
	Iteration 11Q: 3 clusters Score -2.604077e+07 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205162 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -26041932.000000 Penalty: 6091.906738
	Iteration 12Q: 3 clusters Score -2.604193e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205913 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -26042580.000000 Penalty: 6091.906738
	Iteration 13Q: 3 clusters Score -2.604258e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206496 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -26043000.000000 Penalty: 6091.906738
	Iteration 14Q: 3 clusters Score -2.6043e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206984 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -26043098.000000 Penalty: 6091.906738
	Iteration 15Q: 3 clusters Score -2.60431e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207432 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -26043198.000000 Penalty: 6091.906738
	Iteration 16Q: 3 clusters Score -2.60432e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207826 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -26043336.000000 Penalty: 6091.906738
	Iteration 17Q: 3 clusters Score -2.604334e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208177 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -26043428.000000 Penalty: 6091.906738
	Iteration 18Q: 3 clusters Score -2.604343e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208477 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -26043514.000000 Penalty: 6091.906738
	Iteration 19Q: 3 clusters Score -2.604351e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208727 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -26043606.000000 Penalty: 6091.906738
	Iteration 20F: 3 clusters Score -2.604361e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208962 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -26043662.000000 Penalty: 6091.906738
	Iteration 21Q: 3 clusters Score -2.604366e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209158 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -26043664.000000 Penalty: 6091.906738
	Iteration 22Q: 3 clusters Score -2.604366e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209309 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -26043694.000000 Penalty: 6091.906738
	Iteration 23Q: 3 clusters Score -2.604369e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209456 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -26043700.000000 Penalty: 6091.906738
	Iteration 24Q: 3 clusters Score -2.60437e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209574 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -26043720.000000 Penalty: 6091.906738
	Iteration 25Q: 3 clusters Score -2.604372e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209662 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -26043714.000000 Penalty: 6091.906738
	Iteration 26Q: 3 clusters Score -2.604371e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209748 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -26043706.000000 Penalty: 6091.906738
	Iteration 27Q: 3 clusters Score -2.604371e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209825 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -26043724.000000 Penalty: 6091.906738
	Iteration 28Q: 3 clusters Score -2.604372e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209882 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -26043708.000000 Penalty: 6091.906738
	Iteration 29Q: 3 clusters Score -2.604371e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209939 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -26043730.000000 Penalty: 6091.906738
	Iteration 30Q: 3 clusters Score -2.604373e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210000 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -26043746.000000 Penalty: 6091.906738
	Iteration 31Q: 3 clusters Score -2.604375e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210049 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -26043732.000000 Penalty: 6091.906738
	Iteration 32Q: 3 clusters Score -2.604373e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210071 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -26043720.000000 Penalty: 6091.906738
	Iteration 33Q: 3 clusters Score -2.604372e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210100 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -26043724.000000 Penalty: 6091.906738
	Iteration 34Q: 3 clusters Score -2.604372e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210124 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -26043764.000000 Penalty: 6091.906738
	Iteration 35Q: 3 clusters Score -2.604376e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210146 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -26043746.000000 Penalty: 6091.906738
	Iteration 36Q: 3 clusters Score -2.604375e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210182 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -26043746.000000 Penalty: 6091.906738
	Iteration 37Q: 3 clusters Score -2.604375e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210211 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -26043736.000000 Penalty: 6091.906738
	Iteration 38Q: 3 clusters Score -2.604374e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210238 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -26043766.000000 Penalty: 6091.906738
	Iteration 39Q: 3 clusters Score -2.604377e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210268 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -26043732.000000 Penalty: 6091.906738
	Iteration 40F: 3 clusters Score -2.604373e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210308 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -26043728.000000 Penalty: 6091.906738
	Iteration 41Q: 3 clusters Score -2.604373e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210334 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -26043704.000000 Penalty: 6091.906738
	Iteration 42Q: 3 clusters Score -2.60437e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210357 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -26043730.000000 Penalty: 6091.906738
	Iteration 43Q: 3 clusters Score -2.604373e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210382 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -26043740.000000 Penalty: 6091.906738
	Iteration 44Q: 3 clusters Score -2.604374e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210403 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -26043754.000000 Penalty: 6091.906738
	Iteration 45Q: 3 clusters Score -2.604375e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210424 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -26043748.000000 Penalty: 6091.906738
	Iteration 46Q: 3 clusters Score -2.604375e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210445 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -26043758.000000 Penalty: 6091.906738
	Iteration 47Q: 3 clusters Score -2.604376e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210462 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -26043756.000000 Penalty: 6091.906738
	Iteration 48Q: 3 clusters Score -2.604376e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210472 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -26043776.000000 Penalty: 6091.906738
	Iteration 49Q: 3 clusters Score -2.604378e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210482 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -26043754.000000 Penalty: 6091.906738
	Iteration 50Q: 3 clusters Score -2.604375e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210494 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -26043742.000000 Penalty: 6091.906738
	Iteration 51Q: 3 clusters Score -2.604374e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210509 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -26043730.000000 Penalty: 6091.906738
	Iteration 52Q: 3 clusters Score -2.604373e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210523 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -26043704.000000 Penalty: 6091.906738
	Iteration 53Q: 3 clusters Score -2.60437e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210532 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -26043712.000000 Penalty: 6091.906738
	Iteration 54Q: 3 clusters Score -2.604371e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210540 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -26043722.000000 Penalty: 6091.906738
	Iteration 55Q: 3 clusters Score -2.604372e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210544 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -26043730.000000 Penalty: 6091.906738
	Iteration 56Q: 3 clusters Score -2.604373e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210547 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -26043722.000000 Penalty: 6091.906738
	Iteration 57Q: 3 clusters Score -2.604372e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210548 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -26043730.000000 Penalty: 6091.906738
	Iteration 58Q: 3 clusters Score -2.604373e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210552 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -26043736.000000 Penalty: 6091.906738
	Iteration 59Q: 3 clusters Score -2.604374e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210555 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -26043740.000000 Penalty: 6091.906738
	Iteration 60F: 3 clusters Score -2.604374e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210559 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -26043736.000000 Penalty: 6091.906738
	Iteration 61Q: 3 clusters Score -2.604374e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210563 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -26043750.000000 Penalty: 6091.906738
	Iteration 62Q: 3 clusters Score -2.604375e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210566 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -26043748.000000 Penalty: 6091.906738
	Iteration 63Q: 3 clusters Score -2.604375e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210570 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -26043746.000000 Penalty: 6091.906738
	Iteration 64Q: 3 clusters Score -2.604375e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210574 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -26043728.000000 Penalty: 6091.906738
	Iteration 65Q: 3 clusters Score -2.604373e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210582 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -26043742.000000 Penalty: 6091.906738
	Iteration 66Q: 3 clusters Score -2.604374e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210588 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -26043742.000000 Penalty: 6091.906738
	Iteration 67Q: 3 clusters Score -2.604374e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210592 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -26043744.000000 Penalty: 6091.906738
	Iteration 68Q: 3 clusters Score -2.604374e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210596 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -26043764.000000 Penalty: 6091.906738
	Iteration 69Q: 3 clusters Score -2.604376e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210601 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -26043784.000000 Penalty: 6091.906738
	Iteration 70Q: 3 clusters Score -2.604378e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210604 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -26043766.000000 Penalty: 6091.906738
	Iteration 71Q: 3 clusters Score -2.604377e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210607 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -26043758.000000 Penalty: 6091.906738
	Iteration 72Q: 3 clusters Score -2.604376e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210608 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -26043758.000000 Penalty: 6091.906738
	Iteration 73Q: 3 clusters Score -2.604376e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210609 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -26043756.000000 Penalty: 6091.906738
	Iteration 74Q: 3 clusters Score -2.604376e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210609 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -26043756.000000 Penalty: 6091.906738
	Iteration 75F: 3 clusters Score -2.604376e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (9402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Entering Unmasked Estep 
Score: -1050012.375000 Penalty: 2268.872070
	Iteration 0F: 2 clusters Score -1050012 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -1042767.250000 Penalty: 4537.744141
	Iteration 0F: 3 clusters Score -1042767 nChanged 3913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -1045294.125000 Penalty: 4537.744141
	Iteration 1F: 3 clusters Score -1045294 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -1046023.312500 Penalty: 4537.744141
	Iteration 2F: 3 clusters Score -1046023 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -1046806.312500 Penalty: 4537.744141
	Iteration 3F: 3 clusters Score -1046806 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -1047790.750000 Penalty: 4537.744141
	Iteration 4F: 3 clusters Score -1047791 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -1048724.125000 Penalty: 4537.744141
	Iteration 5F: 3 clusters Score -1048724 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -1049381.000000 Penalty: 4537.744141
	Iteration 6F: 3 clusters Score -1049381 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -1049771.750000 Penalty: 4537.744141
	Iteration 7Q: 3 clusters Score -1049772 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -1049958.250000 Penalty: 4537.744141
	Iteration 8Q: 3 clusters Score -1049958 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -1050093.750000 Penalty: 4537.744141
	Iteration 9Q: 3 clusters Score -1050094 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -1050204.250000 Penalty: 4537.744141
	Iteration 10Q: 3 clusters Score -1050204 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -1050283.000000 Penalty: 4537.744141
	Iteration 11Q: 3 clusters Score -1050283 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -1050335.750000 Penalty: 4537.744141
	Iteration 12Q: 3 clusters Score -1050336 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -1050388.000000 Penalty: 4537.744141
	Iteration 13Q: 3 clusters Score -1050388 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -1050427.625000 Penalty: 4537.744141
	Iteration 14Q: 3 clusters Score -1050428 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -1050452.500000 Penalty: 4537.744141
	Iteration 15Q: 3 clusters Score -1050452 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -1050478.250000 Penalty: 4537.744141
	Iteration 16Q: 3 clusters Score -1050478 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -1050511.375000 Penalty: 4537.744141
	Iteration 17Q: 3 clusters Score -1050511 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -1050543.125000 Penalty: 4537.744141
	Iteration 18Q: 3 clusters Score -1050543 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -1050591.375000 Penalty: 4537.744141
	Iteration 19Q: 3 clusters Score -1050591 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -1050648.875000 Penalty: 4537.744141
	Iteration 20F: 3 clusters Score -1050649 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -1050720.500000 Penalty: 4537.744141
	Iteration 21Q: 3 clusters Score -1050720 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -1050776.250000 Penalty: 4537.744141
	Iteration 22Q: 3 clusters Score -1050776 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -1050794.500000 Penalty: 4537.744141
	Iteration 23Q: 3 clusters Score -1050794 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -1050800.625000 Penalty: 4537.744141
	Iteration 24Q: 3 clusters Score -1050801 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -1050804.750000 Penalty: 4537.744141
	Iteration 25Q: 3 clusters Score -1050805 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -1050803.000000 Penalty: 4537.744141
	Iteration 26Q: 3 clusters Score -1050803 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -1050803.000000 Penalty: 4537.744141
	Iteration 27F: 3 clusters Score -1050803 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 240865 members 
Mstep: Class 2 contains 10275 members 
Mstep: Class 3 contains 94601 members 
Mstep: Class 4 contains 109637 members 
Mstep: Class 5 contains 2942 members 
Mstep: Class 6 contains 4311 members 
Mstep: Class 7 contains 4518 members 
Mstep: Class 8 contains 11572 members 
Mstep: Class 9 contains 18744 members 
Mstep: Class 10 contains 1316 members 
Mstep: Class 11 contains 21677 members 
Mstep: Class 12 contains 221120 members 
Mstep: Class 13 contains 113076 members 
Mstep: Class 14 contains 41053 members 
Mstep: Class 15 contains 12942 members 
Mstep: Class 16 contains 215792 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 49551 members 
Mstep: Class 19 contains 1959 members 
Mstep: Class 20 contains 4353 members 
Mstep: Class 21 contains 18945 members 
Mstep: Class 22 contains 11472 members 
Mstep: Class 23 contains 4974 members 
Mstep: Class 24 contains 47580 members 
Mstep: Class 25 contains 13208 members 
Mstep: Class 26 contains 2944 members 
Mstep: Class 27 contains 3198 members 
Mstep: Class 28 contains 19795 members 
Mstep: Class 29 contains 14540 members 
Mstep: Class 30 contains 23710 members 
Mstep: Class 31 contains 10172 members 
Mstep: Class 32 contains 8613 members 
Entering Unmasked Estep 
Score: -155636128.000000 Penalty: 112081.539062
Splitting cluster 17 changes total score from -155636032.000000 to -155636128.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 18 (49551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49551 members 
Entering Unmasked Estep 
Score: -5639996.000000 Penalty: 2681.067871
	Iteration 0F: 2 clusters Score -5639996 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24848 members 
Mstep: Class 2 contains 24703 members 
Entering Unmasked Estep 
Score: -5606828.500000 Penalty: 5362.135742
	Iteration 0F: 3 clusters Score -5606828 nChanged 22810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25366 members 
Mstep: Class 2 contains 24185 members 
Entering Unmasked Estep 
Score: -5619843.000000 Penalty: 5362.135742
	Iteration 1F: 3 clusters Score -5619843 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25732 members 
Mstep: Class 2 contains 23819 members 
Entering Unmasked Estep 
Score: -5620721.000000 Penalty: 5362.135742
	Iteration 2Q: 3 clusters Score -5620721 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26261 members 
Mstep: Class 2 contains 23290 members 
Entering Unmasked Estep 
Score: -5621820.000000 Penalty: 5362.135742
	Iteration 3Q: 3 clusters Score -5621820 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27107 members 
Mstep: Class 2 contains 22444 members 
Entering Unmasked Estep 
Score: -5623282.000000 Penalty: 5362.135742
	Iteration 4F: 3 clusters Score -5623282 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28264 members 
Mstep: Class 2 contains 21287 members 
Entering Unmasked Estep 
Score: -5625183.500000 Penalty: 5362.135742
	Iteration 5F: 3 clusters Score -5625184 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29694 members 
Mstep: Class 2 contains 19857 members 
Entering Unmasked Estep 
Score: -5627484.000000 Penalty: 5362.135742
	Iteration 6F: 3 clusters Score -5627484 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31189 members 
Mstep: Class 2 contains 18362 members 
Entering Unmasked Estep 
Score: -5629760.000000 Penalty: 5362.135742
	Iteration 7F: 3 clusters Score -5629760 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32462 members 
Mstep: Class 2 contains 17089 members 
Entering Unmasked Estep 
Score: -5631741.000000 Penalty: 5362.135742
	Iteration 8F: 3 clusters Score -5631741 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33379 members 
Mstep: Class 2 contains 16172 members 
Entering Unmasked Estep 
Score: -5633239.000000 Penalty: 5362.135742
	Iteration 9Q: 3 clusters Score -5633239 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34063 members 
Mstep: Class 2 contains 15488 members 
Entering Unmasked Estep 
Score: -5634497.000000 Penalty: 5362.135742
	Iteration 10Q: 3 clusters Score -5634497 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34502 members 
Mstep: Class 2 contains 15049 members 
Entering Unmasked Estep 
Score: -5635711.000000 Penalty: 5362.135742
	Iteration 11Q: 3 clusters Score -5635711 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34736 members 
Mstep: Class 2 contains 14815 members 
Entering Unmasked Estep 
Score: -5636973.000000 Penalty: 5362.135742
	Iteration 12Q: 3 clusters Score -5636973 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34691 members 
Mstep: Class 2 contains 14860 members 
Entering Unmasked Estep 
Score: -5637973.500000 Penalty: 5362.135742
	Iteration 13Q: 3 clusters Score -5637974 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34335 members 
Mstep: Class 2 contains 15216 members 
Entering Unmasked Estep 
Score: -5638766.500000 Penalty: 5362.135742
	Iteration 14Q: 3 clusters Score -5638766 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33795 members 
Mstep: Class 2 contains 15756 members 
Entering Unmasked Estep 
Score: -5639590.000000 Penalty: 5362.135742
	Iteration 15Q: 3 clusters Score -5639590 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33103 members 
Mstep: Class 2 contains 16448 members 
Entering Unmasked Estep 
Score: -5640368.500000 Penalty: 5362.135742
	Iteration 16Q: 3 clusters Score -5640368 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32429 members 
Mstep: Class 2 contains 17122 members 
Entering Unmasked Estep 
Score: -5641009.500000 Penalty: 5362.135742
	Iteration 17Q: 3 clusters Score -5641010 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31851 members 
Mstep: Class 2 contains 17700 members 
Entering Unmasked Estep 
Score: -5641461.000000 Penalty: 5362.135742
	Iteration 18Q: 3 clusters Score -5641461 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31421 members 
Mstep: Class 2 contains 18130 members 
Entering Unmasked Estep 
Score: -5641711.000000 Penalty: 5362.135742
	Iteration 19Q: 3 clusters Score -5641711 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31109 members 
Mstep: Class 2 contains 18442 members 
Entering Unmasked Estep 
Score: -5641827.000000 Penalty: 5362.135742
	Iteration 20F: 3 clusters Score -5641827 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30876 members 
Mstep: Class 2 contains 18675 members 
Entering Unmasked Estep 
Score: -5641916.500000 Penalty: 5362.135742
	Iteration 21Q: 3 clusters Score -5641916 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30713 members 
Mstep: Class 2 contains 18838 members 
Entering Unmasked Estep 
Score: -5641961.500000 Penalty: 5362.135742
	Iteration 22Q: 3 clusters Score -5641962 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30610 members 
Mstep: Class 2 contains 18941 members 
Entering Unmasked Estep 
Score: -5641997.000000 Penalty: 5362.135742
	Iteration 23Q: 3 clusters Score -5641997 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30528 members 
Mstep: Class 2 contains 19023 members 
Entering Unmasked Estep 
Score: -5642018.000000 Penalty: 5362.135742
	Iteration 24Q: 3 clusters Score -5642018 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30479 members 
Mstep: Class 2 contains 19072 members 
Entering Unmasked Estep 
Score: -5642025.500000 Penalty: 5362.135742
	Iteration 25Q: 3 clusters Score -5642026 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30449 members 
Mstep: Class 2 contains 19102 members 
Entering Unmasked Estep 
Score: -5642013.500000 Penalty: 5362.135742
	Iteration 26Q: 3 clusters Score -5642014 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30429 members 
Mstep: Class 2 contains 19122 members 
Entering Unmasked Estep 
Score: -5642015.000000 Penalty: 5362.135742
	Iteration 27Q: 3 clusters Score -5642015 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30412 members 
Mstep: Class 2 contains 19139 members 
Entering Unmasked Estep 
Score: -5642007.000000 Penalty: 5362.135742
	Iteration 28Q: 3 clusters Score -5642007 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30406 members 
Mstep: Class 2 contains 19145 members 
Entering Unmasked Estep 
Score: -5642008.500000 Penalty: 5362.135742
	Iteration 29Q: 3 clusters Score -5642008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30401 members 
Mstep: Class 2 contains 19150 members 
Entering Unmasked Estep 
Score: -5642009.500000 Penalty: 5362.135742
	Iteration 30Q: 3 clusters Score -5642010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30398 members 
Mstep: Class 2 contains 19153 members 
Entering Unmasked Estep 
Score: -5642003.500000 Penalty: 5362.135742
	Iteration 31Q: 3 clusters Score -5642004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30397 members 
Mstep: Class 2 contains 19154 members 
Entering Unmasked Estep 
Score: -5642004.500000 Penalty: 5362.135742
	Iteration 32Q: 3 clusters Score -5642004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30396 members 
Mstep: Class 2 contains 19155 members 
Entering Unmasked Estep 
Score: -5642004.000000 Penalty: 5362.135742
	Iteration 33Q: 3 clusters Score -5642004 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30396 members 
Mstep: Class 2 contains 19155 members 
Entering Unmasked Estep 
Score: -5642004.000000 Penalty: 5362.135742
	Iteration 34F: 3 clusters Score -5642004 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 240865 members 
Mstep: Class 2 contains 10275 members 
Mstep: Class 3 contains 94601 members 
Mstep: Class 4 contains 109637 members 
Mstep: Class 5 contains 2942 members 
Mstep: Class 6 contains 4311 members 
Mstep: Class 7 contains 4518 members 
Mstep: Class 8 contains 11572 members 
Mstep: Class 9 contains 18744 members 
Mstep: Class 10 contains 1316 members 
Mstep: Class 11 contains 21677 members 
Mstep: Class 12 contains 221120 members 
Mstep: Class 13 contains 113076 members 
Mstep: Class 14 contains 41053 members 
Mstep: Class 15 contains 12942 members 
Mstep: Class 16 contains 215792 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 30396 members 
Mstep: Class 19 contains 1959 members 
Mstep: Class 20 contains 4353 members 
Mstep: Class 21 contains 18945 members 
Mstep: Class 22 contains 11472 members 
Mstep: Class 23 contains 4974 members 
Mstep: Class 24 contains 47580 members 
Mstep: Class 25 contains 13208 members 
Mstep: Class 26 contains 2944 members 
Mstep: Class 27 contains 3198 members 
Mstep: Class 28 contains 19795 members 
Mstep: Class 29 contains 14540 members 
Mstep: Class 30 contains 23710 members 
Mstep: Class 31 contains 10172 members 
Mstep: Class 32 contains 8613 members 
Mstep: Class 33 contains 19155 members 
Entering Unmasked Estep 
Score: -155637104.000000 Penalty: 115584.085938
Splitting cluster 18 changes total score from -155636032.000000 to -155637104.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 19 (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: -201135.671875 Penalty: 1879.886963
	Iteration 0F: 2 clusters Score -201135.7 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 962 members 
Entering Unmasked Estep 
Score: -198798.343750 Penalty: 3759.773926
	Iteration 0F: 3 clusters Score -198798.3 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -200145.687500 Penalty: 3759.773926
	Iteration 1F: 3 clusters Score -200145.7 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -201043.828125 Penalty: 3759.773926
	Iteration 2F: 3 clusters Score -201043.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -201552.421875 Penalty: 3759.773926
	Iteration 3F: 3 clusters Score -201552.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -201948.812500 Penalty: 3759.773926
	Iteration 4F: 3 clusters Score -201948.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -202282.578125 Penalty: 3759.773926
	Iteration 5F: 3 clusters Score -202282.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -202789.312500 Penalty: 3759.773926
	Iteration 6F: 3 clusters Score -202789.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -203432.796875 Penalty: 3759.773926
	Iteration 7F: 3 clusters Score -203432.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -204022.828125 Penalty: 3759.773926
	Iteration 8F: 3 clusters Score -204022.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -204301.406250 Penalty: 3759.773926
	Iteration 9Q: 3 clusters Score -204301.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -204324.718750 Penalty: 3759.773926
	Iteration 10Q: 3 clusters Score -204324.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -204328.875000 Penalty: 3759.773926
	Iteration 11Q: 3 clusters Score -204328.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -204330.781250 Penalty: 3759.773926
	Iteration 12Q: 3 clusters Score -204330.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -204332.156250 Penalty: 3759.773926
	Iteration 13Q: 3 clusters Score -204332.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -204333.312500 Penalty: 3759.773926
	Iteration 14Q: 3 clusters Score -204333.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -204333.312500 Penalty: 3759.773926
	Iteration 15F: 3 clusters Score -204333.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 240865 members 
Mstep: Class 2 contains 10275 members 
Mstep: Class 3 contains 94601 members 
Mstep: Class 4 contains 109637 members 
Mstep: Class 5 contains 2942 members 
Mstep: Class 6 contains 4311 members 
Mstep: Class 7 contains 4518 members 
Mstep: Class 8 contains 11572 members 
Mstep: Class 9 contains 18744 members 
Mstep: Class 10 contains 1316 members 
Mstep: Class 11 contains 21677 members 
Mstep: Class 12 contains 221120 members 
Mstep: Class 13 contains 113076 members 
Mstep: Class 14 contains 41053 members 
Mstep: Class 15 contains 12942 members 
Mstep: Class 16 contains 215792 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 30396 members 
Mstep: Class 19 contains 835 members 
Mstep: Class 20 contains 4353 members 
Mstep: Class 21 contains 18945 members 
Mstep: Class 22 contains 11472 members 
Mstep: Class 23 contains 4974 members 
Mstep: Class 24 contains 47580 members 
Mstep: Class 25 contains 13208 members 
Mstep: Class 26 contains 2944 members 
Mstep: Class 27 contains 3198 members 
Mstep: Class 28 contains 19795 members 
Mstep: Class 29 contains 14540 members 
Mstep: Class 30 contains 23710 members 
Mstep: Class 31 contains 10172 members 
Mstep: Class 32 contains 8613 members 
Mstep: Class 33 contains 19155 members 
Mstep: Class 34 contains 1124 members 
Entering Unmasked Estep 
Score: -155638480.000000 Penalty: 119086.632812
Splitting cluster 19 changes total score from -155636032.000000 to -155638480.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 20 (4353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Entering Unmasked Estep 
Score: -473818.500000 Penalty: 2077.897705
	Iteration 0F: 2 clusters Score -473818.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -469745.843750 Penalty: 4155.795410
	Iteration 0F: 3 clusters Score -469745.8 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -470707.812500 Penalty: 4155.795410
	Iteration 1F: 3 clusters Score -470707.8 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -470941.937500 Penalty: 4155.795410
	Iteration 2F: 3 clusters Score -470941.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -471115.500000 Penalty: 4155.795410
	Iteration 3F: 3 clusters Score -471115.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -471253.281250 Penalty: 4155.795410
	Iteration 4Q: 3 clusters Score -471253.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -471361.968750 Penalty: 4155.795410
	Iteration 5Q: 3 clusters Score -471362 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -471450.218750 Penalty: 4155.795410
	Iteration 6Q: 3 clusters Score -471450.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -471526.781250 Penalty: 4155.795410
	Iteration 7Q: 3 clusters Score -471526.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -471579.343750 Penalty: 4155.795410
	Iteration 8Q: 3 clusters Score -471579.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -471627.500000 Penalty: 4155.795410
	Iteration 9Q: 3 clusters Score -471627.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -471672.156250 Penalty: 4155.795410
	Iteration 10Q: 3 clusters Score -471672.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -471704.125000 Penalty: 4155.795410
	Iteration 11Q: 3 clusters Score -471704.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -471723.312500 Penalty: 4155.795410
	Iteration 12Q: 3 clusters Score -471723.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -471738.625000 Penalty: 4155.795410
	Iteration 13Q: 3 clusters Score -471738.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -471751.625000 Penalty: 4155.795410
	Iteration 14Q: 3 clusters Score -471751.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -471760.937500 Penalty: 4155.795410
	Iteration 15Q: 3 clusters Score -471760.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -471769.437500 Penalty: 4155.795410
	Iteration 16Q: 3 clusters Score -471769.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -471777.906250 Penalty: 4155.795410
	Iteration 17Q: 3 clusters Score -471777.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -471785.125000 Penalty: 4155.795410
	Iteration 18Q: 3 clusters Score -471785.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -471791.843750 Penalty: 4155.795410
	Iteration 19Q: 3 clusters Score -471791.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -471798.500000 Penalty: 4155.795410
	Iteration 20F: 3 clusters Score -471798.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -471804.968750 Penalty: 4155.795410
	Iteration 21Q: 3 clusters Score -471805 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -471813.531250 Penalty: 4155.795410
	Iteration 22Q: 3 clusters Score -471813.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -471817.218750 Penalty: 4155.795410
	Iteration 23Q: 3 clusters Score -471817.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -471824.281250 Penalty: 4155.795410
	Iteration 24Q: 3 clusters Score -471824.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -471829.781250 Penalty: 4155.795410
	Iteration 25Q: 3 clusters Score -471829.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -471835.312500 Penalty: 4155.795410
	Iteration 26Q: 3 clusters Score -471835.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -471839.468750 Penalty: 4155.795410
	Iteration 27Q: 3 clusters Score -471839.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -471843.562500 Penalty: 4155.795410
	Iteration 28Q: 3 clusters Score -471843.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -471846.062500 Penalty: 4155.795410
	Iteration 29Q: 3 clusters Score -471846.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -471850.218750 Penalty: 4155.795410
	Iteration 30Q: 3 clusters Score -471850.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -471852.687500 Penalty: 4155.795410
	Iteration 31Q: 3 clusters Score -471852.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -471855.625000 Penalty: 4155.795410
	Iteration 32Q: 3 clusters Score -471855.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -471858.406250 Penalty: 4155.795410
	Iteration 33Q: 3 clusters Score -471858.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -471861.531250 Penalty: 4155.795410
	Iteration 34Q: 3 clusters Score -471861.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -471865.531250 Penalty: 4155.795410
	Iteration 35Q: 3 clusters Score -471865.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -471869.562500 Penalty: 4155.795410
	Iteration 36Q: 3 clusters Score -471869.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -471873.656250 Penalty: 4155.795410
	Iteration 37Q: 3 clusters Score -471873.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -471875.218750 Penalty: 4155.795410
	Iteration 38Q: 3 clusters Score -471875.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -471876.156250 Penalty: 4155.795410
	Iteration 39Q: 3 clusters Score -471876.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -471876.656250 Penalty: 4155.795410
	Iteration 40F: 3 clusters Score -471876.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -471876.656250 Penalty: 4155.795410
	Iteration 41Q: 3 clusters Score -471876.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -471877.875000 Penalty: 4155.795410
	Iteration 42Q: 3 clusters Score -471877.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -471879.218750 Penalty: 4155.795410
	Iteration 43Q: 3 clusters Score -471879.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -471880.031250 Penalty: 4155.795410
	Iteration 44Q: 3 clusters Score -471880 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -471880.031250 Penalty: 4155.795410
	Iteration 45F: 3 clusters Score -471880 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (18945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18945 members 
Entering Unmasked Estep 
Score: -2189839.500000 Penalty: 2442.625244
	Iteration 0F: 2 clusters Score -2189840 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -2176479.750000 Penalty: 4885.250488
	Iteration 0F: 3 clusters Score -2176480 nChanged 8231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -2180990.750000 Penalty: 4885.250488
	Iteration 1F: 3 clusters Score -2180991 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -2181531.500000 Penalty: 4885.250488
	Iteration 2F: 3 clusters Score -2181532 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -2182049.500000 Penalty: 4885.250488
	Iteration 3F: 3 clusters Score -2182050 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -2182654.750000 Penalty: 4885.250488
	Iteration 4F: 3 clusters Score -2182655 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -2183348.250000 Penalty: 4885.250488
	Iteration 5F: 3 clusters Score -2183348 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -2184082.250000 Penalty: 4885.250488
	Iteration 6F: 3 clusters Score -2184082 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -2184764.000000 Penalty: 4885.250488
	Iteration 7F: 3 clusters Score -2184764 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12560 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -2185398.750000 Penalty: 4885.250488
	Iteration 8F: 3 clusters Score -2185399 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13126 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -2185943.750000 Penalty: 4885.250488
	Iteration 9Q: 3 clusters Score -2185944 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13614 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -2186399.000000 Penalty: 4885.250488
	Iteration 10Q: 3 clusters Score -2186399 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -2186810.500000 Penalty: 4885.250488
	Iteration 11Q: 3 clusters Score -2186810 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14414 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -2187102.750000 Penalty: 4885.250488
	Iteration 12Q: 3 clusters Score -2187103 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14719 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -2187311.250000 Penalty: 4885.250488
	Iteration 13Q: 3 clusters Score -2187311 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14986 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -2187450.250000 Penalty: 4885.250488
	Iteration 14Q: 3 clusters Score -2187450 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15203 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -2187562.750000 Penalty: 4885.250488
	Iteration 15Q: 3 clusters Score -2187563 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15408 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -2187648.250000 Penalty: 4885.250488
	Iteration 16Q: 3 clusters Score -2187648 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15586 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -2187723.250000 Penalty: 4885.250488
	Iteration 17Q: 3 clusters Score -2187723 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15753 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -2187791.250000 Penalty: 4885.250488
	Iteration 18Q: 3 clusters Score -2187791 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15887 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -2187832.750000 Penalty: 4885.250488
	Iteration 19Q: 3 clusters Score -2187833 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15997 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -2187869.750000 Penalty: 4885.250488
	Iteration 20F: 3 clusters Score -2187870 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16090 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -2187905.000000 Penalty: 4885.250488
	Iteration 21Q: 3 clusters Score -2187905 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16181 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -2187935.000000 Penalty: 4885.250488
	Iteration 22Q: 3 clusters Score -2187935 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16255 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -2187963.250000 Penalty: 4885.250488
	Iteration 23Q: 3 clusters Score -2187963 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16328 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -2187979.500000 Penalty: 4885.250488
	Iteration 24Q: 3 clusters Score -2187980 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16379 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -2187997.500000 Penalty: 4885.250488
	Iteration 25Q: 3 clusters Score -2187998 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16415 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -2188005.500000 Penalty: 4885.250488
	Iteration 26Q: 3 clusters Score -2188006 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16454 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -2188015.750000 Penalty: 4885.250488
	Iteration 27Q: 3 clusters Score -2188016 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16489 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -2188023.750000 Penalty: 4885.250488
	Iteration 28Q: 3 clusters Score -2188024 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16521 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -2188034.250000 Penalty: 4885.250488
	Iteration 29Q: 3 clusters Score -2188034 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16560 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -2188035.250000 Penalty: 4885.250488
	Iteration 30Q: 3 clusters Score -2188035 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16597 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -2188056.500000 Penalty: 4885.250488
	Iteration 31Q: 3 clusters Score -2188056 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16638 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -2188067.750000 Penalty: 4885.250488
	Iteration 32Q: 3 clusters Score -2188068 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16666 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -2188076.000000 Penalty: 4885.250488
	Iteration 33Q: 3 clusters Score -2188076 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16688 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -2188086.250000 Penalty: 4885.250488
	Iteration 34Q: 3 clusters Score -2188086 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16716 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -2188080.750000 Penalty: 4885.250488
	Iteration 35Q: 3 clusters Score -2188081 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16741 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -2188086.750000 Penalty: 4885.250488
	Iteration 36Q: 3 clusters Score -2188087 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16766 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -2188093.250000 Penalty: 4885.250488
	Iteration 37Q: 3 clusters Score -2188093 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16785 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -2188099.000000 Penalty: 4885.250488
	Iteration 38Q: 3 clusters Score -2188099 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16805 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -2188102.000000 Penalty: 4885.250488
	Iteration 39Q: 3 clusters Score -2188102 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16821 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -2188104.250000 Penalty: 4885.250488
	Iteration 40F: 3 clusters Score -2188104 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16834 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -2188107.000000 Penalty: 4885.250488
	Iteration 41Q: 3 clusters Score -2188107 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16849 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -2188114.250000 Penalty: 4885.250488
	Iteration 42Q: 3 clusters Score -2188114 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16869 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -2188115.750000 Penalty: 4885.250488
	Iteration 43Q: 3 clusters Score -2188116 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16888 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -2188123.250000 Penalty: 4885.250488
	Iteration 44Q: 3 clusters Score -2188123 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16907 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -2188127.750000 Penalty: 4885.250488
	Iteration 45Q: 3 clusters Score -2188128 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16924 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -2188124.500000 Penalty: 4885.250488
	Iteration 46Q: 3 clusters Score -2188124 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16935 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -2188134.000000 Penalty: 4885.250488
	Iteration 47Q: 3 clusters Score -2188134 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16951 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -2188135.250000 Penalty: 4885.250488
	Iteration 48Q: 3 clusters Score -2188135 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16959 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -2188138.000000 Penalty: 4885.250488
	Iteration 49Q: 3 clusters Score -2188138 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16973 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -2188137.750000 Penalty: 4885.250488
	Iteration 50Q: 3 clusters Score -2188138 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16983 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -2188140.750000 Penalty: 4885.250488
	Iteration 51Q: 3 clusters Score -2188141 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16990 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -2188142.000000 Penalty: 4885.250488
	Iteration 52Q: 3 clusters Score -2188142 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16995 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -2188145.500000 Penalty: 4885.250488
	Iteration 53Q: 3 clusters Score -2188146 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17003 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -2188146.500000 Penalty: 4885.250488
	Iteration 54Q: 3 clusters Score -2188146 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17009 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -2188147.500000 Penalty: 4885.250488
	Iteration 55Q: 3 clusters Score -2188148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17013 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -2188150.250000 Penalty: 4885.250488
	Iteration 56Q: 3 clusters Score -2188150 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17018 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -2188153.750000 Penalty: 4885.250488
	Iteration 57Q: 3 clusters Score -2188154 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17018 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -2188153.750000 Penalty: 4885.250488
	Iteration 58F: 3 clusters Score -2188154 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (11472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Entering Unmasked Estep 
Score: -1339177.000000 Penalty: 2318.220947
	Iteration 0F: 2 clusters Score -1339177 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -1330631.375000 Penalty: 4636.441895
	Iteration 0F: 3 clusters Score -1330631 nChanged 4770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -1333203.500000 Penalty: 4636.441895
	Iteration 1F: 3 clusters Score -1333204 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -1333504.000000 Penalty: 4636.441895
	Iteration 2F: 3 clusters Score -1333504 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -1333739.375000 Penalty: 4636.441895
	Iteration 3Q: 3 clusters Score -1333739 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -1333976.875000 Penalty: 4636.441895
	Iteration 4Q: 3 clusters Score -1333977 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -1334231.000000 Penalty: 4636.441895
	Iteration 5Q: 3 clusters Score -1334231 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -1334499.500000 Penalty: 4636.441895
	Iteration 6Q: 3 clusters Score -1334500 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -1334781.625000 Penalty: 4636.441895
	Iteration 7Q: 3 clusters Score -1334782 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -1335087.750000 Penalty: 4636.441895
	Iteration 8Q: 3 clusters Score -1335088 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -1335440.125000 Penalty: 4636.441895
	Iteration 9Q: 3 clusters Score -1335440 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -1335755.250000 Penalty: 4636.441895
	Iteration 10Q: 3 clusters Score -1335755 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -1336031.625000 Penalty: 4636.441895
	Iteration 11Q: 3 clusters Score -1336032 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -1336257.625000 Penalty: 4636.441895
	Iteration 12Q: 3 clusters Score -1336258 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -1336459.750000 Penalty: 4636.441895
	Iteration 13Q: 3 clusters Score -1336460 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -1336610.500000 Penalty: 4636.441895
	Iteration 14Q: 3 clusters Score -1336610 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -1336755.625000 Penalty: 4636.441895
	Iteration 15Q: 3 clusters Score -1336756 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -1336870.625000 Penalty: 4636.441895
	Iteration 16Q: 3 clusters Score -1336871 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -1336929.375000 Penalty: 4636.441895
	Iteration 17Q: 3 clusters Score -1336929 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -1336990.750000 Penalty: 4636.441895
	Iteration 18Q: 3 clusters Score -1336991 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -1337041.250000 Penalty: 4636.441895
	Iteration 19Q: 3 clusters Score -1337041 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -1337071.000000 Penalty: 4636.441895
	Iteration 20F: 3 clusters Score -1337071 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -1337087.000000 Penalty: 4636.441895
	Iteration 21Q: 3 clusters Score -1337087 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -1337098.750000 Penalty: 4636.441895
	Iteration 22Q: 3 clusters Score -1337099 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 11121 members 
Entering Unmasked Estep 
Score: -1337113.250000 Penalty: 4636.441895
	Iteration 23Q: 3 clusters Score -1337113 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -1337119.250000 Penalty: 4636.441895
	Iteration 24Q: 3 clusters Score -1337119 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -1337123.375000 Penalty: 4636.441895
	Iteration 25Q: 3 clusters Score -1337123 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -1337124.750000 Penalty: 4636.441895
	Iteration 26Q: 3 clusters Score -1337125 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -1337127.375000 Penalty: 4636.441895
	Iteration 27Q: 3 clusters Score -1337127 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -1337131.375000 Penalty: 4636.441895
	Iteration 28Q: 3 clusters Score -1337131 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -1337133.625000 Penalty: 4636.441895
	Iteration 29Q: 3 clusters Score -1337134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -1337135.000000 Penalty: 4636.441895
	Iteration 30Q: 3 clusters Score -1337135 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -1337137.875000 Penalty: 4636.441895
	Iteration 31Q: 3 clusters Score -1337138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -1337139.250000 Penalty: 4636.441895
	Iteration 32Q: 3 clusters Score -1337139 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
Score: -1337140.125000 Penalty: 4636.441895
	Iteration 33Q: 3 clusters Score -1337140 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
Score: -1337140.125000 Penalty: 4636.441895
	Iteration 34F: 3 clusters Score -1337140 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Entering Unmasked Estep 
Score: -537876.437500 Penalty: 2110.970947
	Iteration 0F: 2 clusters Score -537876.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -533407.250000 Penalty: 4221.941895
	Iteration 0F: 3 clusters Score -533407.2 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -534662.125000 Penalty: 4221.941895
	Iteration 1F: 3 clusters Score -534662.1 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -535085.187500 Penalty: 4221.941895
	Iteration 2F: 3 clusters Score -535085.2 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -535495.312500 Penalty: 4221.941895
	Iteration 3F: 3 clusters Score -535495.3 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -535860.437500 Penalty: 4221.941895
	Iteration 4F: 3 clusters Score -535860.4 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -536155.187500 Penalty: 4221.941895
	Iteration 5F: 3 clusters Score -536155.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -536383.875000 Penalty: 4221.941895
	Iteration 6F: 3 clusters Score -536383.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -536547.625000 Penalty: 4221.941895
	Iteration 7Q: 3 clusters Score -536547.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -536664.875000 Penalty: 4221.941895
	Iteration 8Q: 3 clusters Score -536664.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -536723.750000 Penalty: 4221.941895
	Iteration 9Q: 3 clusters Score -536723.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -536759.750000 Penalty: 4221.941895
	Iteration 10Q: 3 clusters Score -536759.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -536783.250000 Penalty: 4221.941895
	Iteration 11Q: 3 clusters Score -536783.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -536805.937500 Penalty: 4221.941895
	Iteration 12Q: 3 clusters Score -536805.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -536827.625000 Penalty: 4221.941895
	Iteration 13Q: 3 clusters Score -536827.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -536846.375000 Penalty: 4221.941895
	Iteration 14Q: 3 clusters Score -536846.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -536871.875000 Penalty: 4221.941895
	Iteration 15Q: 3 clusters Score -536871.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -536902.625000 Penalty: 4221.941895
	Iteration 16Q: 3 clusters Score -536902.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -536930.812500 Penalty: 4221.941895
	Iteration 17Q: 3 clusters Score -536930.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -536960.562500 Penalty: 4221.941895
	Iteration 18Q: 3 clusters Score -536960.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -536987.125000 Penalty: 4221.941895
	Iteration 19Q: 3 clusters Score -536987.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -537014.687500 Penalty: 4221.941895
	Iteration 20F: 3 clusters Score -537014.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -537037.187500 Penalty: 4221.941895
	Iteration 21Q: 3 clusters Score -537037.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -537060.687500 Penalty: 4221.941895
	Iteration 22Q: 3 clusters Score -537060.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -537084.312500 Penalty: 4221.941895
	Iteration 23Q: 3 clusters Score -537084.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -537113.812500 Penalty: 4221.941895
	Iteration 24Q: 3 clusters Score -537113.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -537139.750000 Penalty: 4221.941895
	Iteration 25Q: 3 clusters Score -537139.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -537171.312500 Penalty: 4221.941895
	Iteration 26Q: 3 clusters Score -537171.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -537203.687500 Penalty: 4221.941895
	Iteration 27Q: 3 clusters Score -537203.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -537232.750000 Penalty: 4221.941895
	Iteration 28Q: 3 clusters Score -537232.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -537252.625000 Penalty: 4221.941895
	Iteration 29Q: 3 clusters Score -537252.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -537267.812500 Penalty: 4221.941895
	Iteration 30Q: 3 clusters Score -537267.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -537275.312500 Penalty: 4221.941895
	Iteration 31Q: 3 clusters Score -537275.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -537278.937500 Penalty: 4221.941895
	Iteration 32Q: 3 clusters Score -537278.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -537280.500000 Penalty: 4221.941895
	Iteration 33Q: 3 clusters Score -537280.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -537282.625000 Penalty: 4221.941895
	Iteration 34Q: 3 clusters Score -537282.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -537283.937500 Penalty: 4221.941895
	Iteration 35Q: 3 clusters Score -537283.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -537284.812500 Penalty: 4221.941895
	Iteration 36Q: 3 clusters Score -537284.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -537284.687500 Penalty: 4221.941895
	Iteration 37Q: 3 clusters Score -537284.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -537284.687500 Penalty: 4221.941895
	Iteration 38F: 3 clusters Score -537284.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (47580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47580 members 
Entering Unmasked Estep 
Score: -5135857.000000 Penalty: 2671.001465
	Iteration 0F: 2 clusters Score -5135857 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23725 members 
Mstep: Class 2 contains 23855 members 
Entering Unmasked Estep 
Score: -5103790.000000 Penalty: 5342.002930
	Iteration 0F: 3 clusters Score -5103790 nChanged 22041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23466 members 
Mstep: Class 2 contains 24114 members 
Entering Unmasked Estep 
Score: -5116426.000000 Penalty: 5342.002930
	Iteration 1F: 3 clusters Score -5116426 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23350 members 
Mstep: Class 2 contains 24230 members 
Entering Unmasked Estep 
Score: -5117478.000000 Penalty: 5342.002930
	Iteration 2F: 3 clusters Score -5117478 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23185 members 
Mstep: Class 2 contains 24395 members 
Entering Unmasked Estep 
Score: -5118461.000000 Penalty: 5342.002930
	Iteration 3F: 3 clusters Score -5118461 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22963 members 
Mstep: Class 2 contains 24617 members 
Entering Unmasked Estep 
Score: -5119465.500000 Penalty: 5342.002930
	Iteration 4F: 3 clusters Score -5119466 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22717 members 
Mstep: Class 2 contains 24863 members 
Entering Unmasked Estep 
Score: -5120362.500000 Penalty: 5342.002930
	Iteration 5Q: 3 clusters Score -5120362 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22478 members 
Mstep: Class 2 contains 25102 members 
Entering Unmasked Estep 
Score: -5121188.000000 Penalty: 5342.002930
	Iteration 6Q: 3 clusters Score -5121188 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22155 members 
Mstep: Class 2 contains 25425 members 
Entering Unmasked Estep 
Score: -5122002.000000 Penalty: 5342.002930
	Iteration 7Q: 3 clusters Score -5122002 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21849 members 
Mstep: Class 2 contains 25731 members 
Entering Unmasked Estep 
Score: -5122723.500000 Penalty: 5342.002930
	Iteration 8Q: 3 clusters Score -5122724 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21518 members 
Mstep: Class 2 contains 26062 members 
Entering Unmasked Estep 
Score: -5123325.000000 Penalty: 5342.002930
	Iteration 9Q: 3 clusters Score -5123325 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21039 members 
Mstep: Class 2 contains 26541 members 
Entering Unmasked Estep 
Score: -5123844.500000 Penalty: 5342.002930
	Iteration 10Q: 3 clusters Score -5123844 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20425 members 
Mstep: Class 2 contains 27155 members 
Entering Unmasked Estep 
Score: -5124258.000000 Penalty: 5342.002930
	Iteration 11Q: 3 clusters Score -5124258 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19676 members 
Mstep: Class 2 contains 27904 members 
Entering Unmasked Estep 
Score: -5124661.000000 Penalty: 5342.002930
	Iteration 12Q: 3 clusters Score -5124661 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18746 members 
Mstep: Class 2 contains 28834 members 
Entering Unmasked Estep 
Score: -5125093.000000 Penalty: 5342.002930
	Iteration 13Q: 3 clusters Score -5125093 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17698 members 
Mstep: Class 2 contains 29882 members 
Entering Unmasked Estep 
Score: -5125581.000000 Penalty: 5342.002930
	Iteration 14Q: 3 clusters Score -5125581 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16473 members 
Mstep: Class 2 contains 31107 members 
Entering Unmasked Estep 
Score: -5126180.500000 Penalty: 5342.002930
	Iteration 15Q: 3 clusters Score -5126180 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15034 members 
Mstep: Class 2 contains 32546 members 
Entering Unmasked Estep 
Score: -5126883.000000 Penalty: 5342.002930
	Iteration 16Q: 3 clusters Score -5126883 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13471 members 
Mstep: Class 2 contains 34109 members 
Entering Unmasked Estep 
Score: -5127690.000000 Penalty: 5342.002930
	Iteration 17Q: 3 clusters Score -5127690 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 35712 members 
Entering Unmasked Estep 
Score: -5128568.500000 Penalty: 5342.002930
	Iteration 18Q: 3 clusters Score -5128568 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 37320 members 
Entering Unmasked Estep 
Score: -5129491.000000 Penalty: 5342.002930
	Iteration 19Q: 3 clusters Score -5129491 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 38846 members 
Entering Unmasked Estep 
Score: -5130387.000000 Penalty: 5342.002930
	Iteration 20F: 3 clusters Score -5130387 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 40280 members 
Entering Unmasked Estep 
Score: -5131255.000000 Penalty: 5342.002930
	Iteration 21Q: 3 clusters Score -5131255 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 41533 members 
Entering Unmasked Estep 
Score: -5131994.500000 Penalty: 5342.002930
	Iteration 22Q: 3 clusters Score -5131994 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 42594 members 
Entering Unmasked Estep 
Score: -5132687.500000 Penalty: 5342.002930
	Iteration 23Q: 3 clusters Score -5132688 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 43454 members 
Entering Unmasked Estep 
Score: -5133237.000000 Penalty: 5342.002930
	Iteration 24Q: 3 clusters Score -5133237 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 44130 members 
Entering Unmasked Estep 
Score: -5133712.000000 Penalty: 5342.002930
	Iteration 25Q: 3 clusters Score -5133712 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 44637 members 
Entering Unmasked Estep 
Score: -5134025.500000 Penalty: 5342.002930
	Iteration 26Q: 3 clusters Score -5134026 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 45019 members 
Entering Unmasked Estep 
Score: -5134228.000000 Penalty: 5342.002930
	Iteration 27Q: 3 clusters Score -5134228 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 45277 members 
Entering Unmasked Estep 
Score: -5134357.500000 Penalty: 5342.002930
	Iteration 28Q: 3 clusters Score -5134358 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 45470 members 
Entering Unmasked Estep 
Score: -5134445.500000 Penalty: 5342.002930
	Iteration 29Q: 3 clusters Score -5134446 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 45593 members 
Entering Unmasked Estep 
Score: -5134502.000000 Penalty: 5342.002930
	Iteration 30Q: 3 clusters Score -5134502 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 45689 members 
Entering Unmasked Estep 
Score: -5134533.000000 Penalty: 5342.002930
	Iteration 31Q: 3 clusters Score -5134533 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 45760 members 
Entering Unmasked Estep 
Score: -5134572.500000 Penalty: 5342.002930
	Iteration 32Q: 3 clusters Score -5134572 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 45813 members 
Entering Unmasked Estep 
Score: -5134580.000000 Penalty: 5342.002930
	Iteration 33Q: 3 clusters Score -5134580 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 45860 members 
Entering Unmasked Estep 
Score: -5134589.000000 Penalty: 5342.002930
	Iteration 34Q: 3 clusters Score -5134589 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 45901 members 
Entering Unmasked Estep 
Score: -5134613.500000 Penalty: 5342.002930
	Iteration 35Q: 3 clusters Score -5134614 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 45929 members 
Entering Unmasked Estep 
Score: -5134628.000000 Penalty: 5342.002930
	Iteration 36Q: 3 clusters Score -5134628 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 45958 members 
Entering Unmasked Estep 
Score: -5134654.500000 Penalty: 5342.002930
	Iteration 37Q: 3 clusters Score -5134654 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 45988 members 
Entering Unmasked Estep 
Score: -5134681.000000 Penalty: 5342.002930
	Iteration 38Q: 3 clusters Score -5134681 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 46007 members 
Entering Unmasked Estep 
Score: -5134689.000000 Penalty: 5342.002930
	Iteration 39Q: 3 clusters Score -5134689 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 46027 members 
Entering Unmasked Estep 
Score: -5134704.500000 Penalty: 5342.002930
	Iteration 40F: 3 clusters Score -5134704 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 46037 members 
Entering Unmasked Estep 
Score: -5134711.500000 Penalty: 5342.002930
	Iteration 41Q: 3 clusters Score -5134712 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 46046 members 
Entering Unmasked Estep 
Score: -5134712.500000 Penalty: 5342.002930
	Iteration 42Q: 3 clusters Score -5134712 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 46052 members 
Entering Unmasked Estep 
Score: -5134715.000000 Penalty: 5342.002930
	Iteration 43Q: 3 clusters Score -5134715 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 46054 members 
Entering Unmasked Estep 
Score: -5134721.000000 Penalty: 5342.002930
	Iteration 44Q: 3 clusters Score -5134721 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 46056 members 
Entering Unmasked Estep 
Score: -5134719.500000 Penalty: 5342.002930
	Iteration 45Q: 3 clusters Score -5134720 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 46059 members 
Entering Unmasked Estep 
Score: -5134730.000000 Penalty: 5342.002930
	Iteration 46Q: 3 clusters Score -5134730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 46061 members 
Entering Unmasked Estep 
Score: -5134729.500000 Penalty: 5342.002930
	Iteration 47Q: 3 clusters Score -5134730 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 46068 members 
Entering Unmasked Estep 
Score: -5134731.500000 Penalty: 5342.002930
	Iteration 48Q: 3 clusters Score -5134732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 46070 members 
Entering Unmasked Estep 
Score: -5134728.000000 Penalty: 5342.002930
	Iteration 49Q: 3 clusters Score -5134728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 46073 members 
Entering Unmasked Estep 
Score: -5134727.500000 Penalty: 5342.002930
	Iteration 50Q: 3 clusters Score -5134728 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 46079 members 
Entering Unmasked Estep 
Score: -5134729.500000 Penalty: 5342.002930
	Iteration 51Q: 3 clusters Score -5134730 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 46085 members 
Entering Unmasked Estep 
Score: -5134727.000000 Penalty: 5342.002930
	Iteration 52Q: 3 clusters Score -5134727 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 46095 members 
Entering Unmasked Estep 
Score: -5134729.000000 Penalty: 5342.002930
	Iteration 53Q: 3 clusters Score -5134729 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 46100 members 
Entering Unmasked Estep 
Score: -5134733.000000 Penalty: 5342.002930
	Iteration 54Q: 3 clusters Score -5134733 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 46107 members 
Entering Unmasked Estep 
Score: -5134734.000000 Penalty: 5342.002930
	Iteration 55Q: 3 clusters Score -5134734 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 46111 members 
Entering Unmasked Estep 
Score: -5134733.000000 Penalty: 5342.002930
	Iteration 56Q: 3 clusters Score -5134733 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 46116 members 
Entering Unmasked Estep 
Score: -5134749.500000 Penalty: 5342.002930
	Iteration 57Q: 3 clusters Score -5134750 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 46120 members 
Entering Unmasked Estep 
Score: -5134749.000000 Penalty: 5342.002930
	Iteration 58Q: 3 clusters Score -5134749 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 46125 members 
Entering Unmasked Estep 
Score: -5134751.000000 Penalty: 5342.002930
	Iteration 59Q: 3 clusters Score -5134751 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 46131 members 
Entering Unmasked Estep 
Score: -5134750.000000 Penalty: 5342.002930
	Iteration 60F: 3 clusters Score -5134750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 46134 members 
Entering Unmasked Estep 
Score: -5134753.500000 Penalty: 5342.002930
	Iteration 61Q: 3 clusters Score -5134754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 46139 members 
Entering Unmasked Estep 
Score: -5134762.000000 Penalty: 5342.002930
	Iteration 62Q: 3 clusters Score -5134762 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 46145 members 
Entering Unmasked Estep 
Score: -5134769.500000 Penalty: 5342.002930
	Iteration 63Q: 3 clusters Score -5134770 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 46153 members 
Entering Unmasked Estep 
Score: -5134764.500000 Penalty: 5342.002930
	Iteration 64Q: 3 clusters Score -5134764 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 46160 members 
Entering Unmasked Estep 
Score: -5134771.000000 Penalty: 5342.002930
	Iteration 65Q: 3 clusters Score -5134771 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 46160 members 
Entering Unmasked Estep 
Score: -5134767.500000 Penalty: 5342.002930
	Iteration 66Q: 3 clusters Score -5134768 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 46166 members 
Entering Unmasked Estep 
Score: -5134774.000000 Penalty: 5342.002930
	Iteration 67Q: 3 clusters Score -5134774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 46169 members 
Entering Unmasked Estep 
Score: -5134775.500000 Penalty: 5342.002930
	Iteration 68Q: 3 clusters Score -5134776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 46170 members 
Entering Unmasked Estep 
Score: -5134773.000000 Penalty: 5342.002930
	Iteration 69Q: 3 clusters Score -5134773 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 46170 members 
Entering Unmasked Estep 
Score: -5134769.000000 Penalty: 5342.002930
	Iteration 70Q: 3 clusters Score -5134769 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 46171 members 
Entering Unmasked Estep 
Score: -5134773.500000 Penalty: 5342.002930
	Iteration 71Q: 3 clusters Score -5134774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 46173 members 
Entering Unmasked Estep 
Score: -5134775.500000 Penalty: 5342.002930
	Iteration 72Q: 3 clusters Score -5134776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 46174 members 
Entering Unmasked Estep 
Score: -5134773.000000 Penalty: 5342.002930
	Iteration 73Q: 3 clusters Score -5134773 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 46176 members 
Entering Unmasked Estep 
Score: -5134779.500000 Penalty: 5342.002930
	Iteration 74Q: 3 clusters Score -5134780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 46179 members 
Entering Unmasked Estep 
Score: -5134772.500000 Penalty: 5342.002930
	Iteration 75Q: 3 clusters Score -5134772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 46184 members 
Entering Unmasked Estep 
Score: -5134776.000000 Penalty: 5342.002930
	Iteration 76Q: 3 clusters Score -5134776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 46185 members 
Entering Unmasked Estep 
Score: -5134777.500000 Penalty: 5342.002930
	Iteration 77Q: 3 clusters Score -5134778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 46187 members 
Entering Unmasked Estep 
Score: -5134774.000000 Penalty: 5342.002930
	Iteration 78Q: 3 clusters Score -5134774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 46189 members 
Entering Unmasked Estep 
Score: -5134773.500000 Penalty: 5342.002930
	Iteration 79Q: 3 clusters Score -5134774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 46188 members 
Entering Unmasked Estep 
Score: -5134771.500000 Penalty: 5342.002930
	Iteration 80F: 3 clusters Score -5134772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 46189 members 
Entering Unmasked Estep 
Score: -5134770.000000 Penalty: 5342.002930
	Iteration 81Q: 3 clusters Score -5134770 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 46189 members 
Entering Unmasked Estep 
Score: -5134770.000000 Penalty: 5342.002930
	Iteration 82F: 3 clusters Score -5134770 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (13208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13208 members 
Entering Unmasked Estep 
Score: -1397149.250000 Penalty: 2353.167236
	Iteration 0F: 2 clusters Score -1397149 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -1387418.250000 Penalty: 4706.334473
	Iteration 0F: 3 clusters Score -1387418 nChanged 5687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -1390652.500000 Penalty: 4706.334473
	Iteration 1F: 3 clusters Score -1390652 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -1391188.125000 Penalty: 4706.334473
	Iteration 2F: 3 clusters Score -1391188 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -1391684.125000 Penalty: 4706.334473
	Iteration 3F: 3 clusters Score -1391684 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -1392156.750000 Penalty: 4706.334473
	Iteration 4F: 3 clusters Score -1392157 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -1392539.750000 Penalty: 4706.334473
	Iteration 5F: 3 clusters Score -1392540 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -1392846.375000 Penalty: 4706.334473
	Iteration 6Q: 3 clusters Score -1392846 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -1393161.125000 Penalty: 4706.334473
	Iteration 7Q: 3 clusters Score -1393161 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -1393470.750000 Penalty: 4706.334473
	Iteration 8Q: 3 clusters Score -1393471 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1393767.000000 Penalty: 4706.334473
	Iteration 9Q: 3 clusters Score -1393767 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -1394011.625000 Penalty: 4706.334473
	Iteration 10Q: 3 clusters Score -1394012 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -1394214.375000 Penalty: 4706.334473
	Iteration 11Q: 3 clusters Score -1394214 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -1394382.000000 Penalty: 4706.334473
	Iteration 12Q: 3 clusters Score -1394382 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -1394536.625000 Penalty: 4706.334473
	Iteration 13Q: 3 clusters Score -1394537 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -1394664.750000 Penalty: 4706.334473
	Iteration 14Q: 3 clusters Score -1394665 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1394811.500000 Penalty: 4706.334473
	Iteration 15Q: 3 clusters Score -1394812 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -1394976.250000 Penalty: 4706.334473
	Iteration 16Q: 3 clusters Score -1394976 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -1395181.750000 Penalty: 4706.334473
	Iteration 17Q: 3 clusters Score -1395182 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -1395437.500000 Penalty: 4706.334473
	Iteration 18Q: 3 clusters Score -1395438 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -1395677.375000 Penalty: 4706.334473
	Iteration 19Q: 3 clusters Score -1395677 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -1395888.000000 Penalty: 4706.334473
	Iteration 20F: 3 clusters Score -1395888 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -1396087.875000 Penalty: 4706.334473
	Iteration 21Q: 3 clusters Score -1396088 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -1396286.125000 Penalty: 4706.334473
	Iteration 22Q: 3 clusters Score -1396286 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1396471.875000 Penalty: 4706.334473
	Iteration 23Q: 3 clusters Score -1396472 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -1396632.250000 Penalty: 4706.334473
	Iteration 24Q: 3 clusters Score -1396632 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -1396779.250000 Penalty: 4706.334473
	Iteration 25Q: 3 clusters Score -1396779 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -1396898.625000 Penalty: 4706.334473
	Iteration 26Q: 3 clusters Score -1396899 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -1397000.000000 Penalty: 4706.334473
	Iteration 27Q: 3 clusters Score -1397000 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -1397093.500000 Penalty: 4706.334473
	Iteration 28Q: 3 clusters Score -1397094 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -1397178.125000 Penalty: 4706.334473
	Iteration 29Q: 3 clusters Score -1397178 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -1397239.500000 Penalty: 4706.334473
	Iteration 30Q: 3 clusters Score -1397240 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -1397297.125000 Penalty: 4706.334473
	Iteration 31Q: 3 clusters Score -1397297 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -1397330.750000 Penalty: 4706.334473
	Iteration 32Q: 3 clusters Score -1397331 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -1397369.125000 Penalty: 4706.334473
	Iteration 33Q: 3 clusters Score -1397369 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -1397385.500000 Penalty: 4706.334473
	Iteration 34Q: 3 clusters Score -1397386 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -1397405.750000 Penalty: 4706.334473
	Iteration 35Q: 3 clusters Score -1397406 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -1397422.000000 Penalty: 4706.334473
	Iteration 36Q: 3 clusters Score -1397422 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -1397424.500000 Penalty: 4706.334473
	Iteration 37Q: 3 clusters Score -1397424 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -1397427.375000 Penalty: 4706.334473
	Iteration 38Q: 3 clusters Score -1397427 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -1397430.875000 Penalty: 4706.334473
	Iteration 39Q: 3 clusters Score -1397431 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -1397483.250000 Penalty: 4706.334473
	Iteration 40F: 3 clusters Score -1397483 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -1397520.250000 Penalty: 4706.334473
	Iteration 41Q: 3 clusters Score -1397520 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -1397534.500000 Penalty: 4706.334473
	Iteration 42Q: 3 clusters Score -1397534 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -1397550.500000 Penalty: 4706.334473
	Iteration 43Q: 3 clusters Score -1397550 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -1397561.875000 Penalty: 4706.334473
	Iteration 44Q: 3 clusters Score -1397562 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -1397566.000000 Penalty: 4706.334473
	Iteration 45Q: 3 clusters Score -1397566 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -1397570.250000 Penalty: 4706.334473
	Iteration 46Q: 3 clusters Score -1397570 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -1397573.375000 Penalty: 4706.334473
	Iteration 47Q: 3 clusters Score -1397573 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -1397575.500000 Penalty: 4706.334473
	Iteration 48Q: 3 clusters Score -1397576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -1397574.000000 Penalty: 4706.334473
	Iteration 49Q: 3 clusters Score -1397574 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -1397575.250000 Penalty: 4706.334473
	Iteration 50Q: 3 clusters Score -1397575 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -1397577.250000 Penalty: 4706.334473
	Iteration 51Q: 3 clusters Score -1397577 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -1397580.000000 Penalty: 4706.334473
	Iteration 52Q: 3 clusters Score -1397580 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -1397579.000000 Penalty: 4706.334473
	Iteration 53Q: 3 clusters Score -1397579 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -1397581.125000 Penalty: 4706.334473
	Iteration 54Q: 3 clusters Score -1397581 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -1397582.125000 Penalty: 4706.334473
	Iteration 55Q: 3 clusters Score -1397582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -1397580.625000 Penalty: 4706.334473
	Iteration 56Q: 3 clusters Score -1397581 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -1397582.125000 Penalty: 4706.334473
	Iteration 57Q: 3 clusters Score -1397582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -1397583.000000 Penalty: 4706.334473
	Iteration 58Q: 3 clusters Score -1397583 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -1397583.000000 Penalty: 4706.334473
	Iteration 59F: 3 clusters Score -1397583 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 240865 members 
Mstep: Class 2 contains 10275 members 
Mstep: Class 3 contains 94601 members 
Mstep: Class 4 contains 109637 members 
Mstep: Class 5 contains 2942 members 
Mstep: Class 6 contains 4311 members 
Mstep: Class 7 contains 4518 members 
Mstep: Class 8 contains 11572 members 
Mstep: Class 9 contains 18744 members 
Mstep: Class 10 contains 1316 members 
Mstep: Class 11 contains 21677 members 
Mstep: Class 12 contains 221120 members 
Mstep: Class 13 contains 113076 members 
Mstep: Class 14 contains 41053 members 
Mstep: Class 15 contains 12942 members 
Mstep: Class 16 contains 215792 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 30396 members 
Mstep: Class 19 contains 835 members 
Mstep: Class 20 contains 4353 members 
Mstep: Class 21 contains 18945 members 
Mstep: Class 22 contains 11472 members 
Mstep: Class 23 contains 4974 members 
Mstep: Class 24 contains 47580 members 
Mstep: Class 25 contains 9557 members 
Mstep: Class 26 contains 2944 members 
Mstep: Class 27 contains 3198 members 
Mstep: Class 28 contains 19795 members 
Mstep: Class 29 contains 14540 members 
Mstep: Class 30 contains 23710 members 
Mstep: Class 31 contains 10172 members 
Mstep: Class 32 contains 8613 members 
Mstep: Class 33 contains 19155 members 
Mstep: Class 34 contains 1124 members 
Mstep: Class 35 contains 3651 members 
Entering Unmasked Estep 
Score: -155638032.000000 Penalty: 122589.179688
Splitting cluster 25 changes total score from -155636032.000000 to -155638032.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 26 (2944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Entering Unmasked Estep 
Score: -280260.656250 Penalty: 1980.906128
	Iteration 0F: 2 clusters Score -280260.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -277214.875000 Penalty: 3961.812256
	Iteration 0F: 3 clusters Score -277214.9 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -278344.875000 Penalty: 3961.812256
	Iteration 1F: 3 clusters Score -278344.9 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -278831.000000 Penalty: 3961.812256
	Iteration 2F: 3 clusters Score -278831 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -279129.187500 Penalty: 3961.812256
	Iteration 3F: 3 clusters Score -279129.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -279369.343750 Penalty: 3961.812256
	Iteration 4F: 3 clusters Score -279369.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -279558.125000 Penalty: 3961.812256
	Iteration 5Q: 3 clusters Score -279558.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -279706.312500 Penalty: 3961.812256
	Iteration 6Q: 3 clusters Score -279706.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -279817.656250 Penalty: 3961.812256
	Iteration 7Q: 3 clusters Score -279817.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -279921.406250 Penalty: 3961.812256
	Iteration 8Q: 3 clusters Score -279921.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -279984.093750 Penalty: 3961.812256
	Iteration 9Q: 3 clusters Score -279984.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -280036.781250 Penalty: 3961.812256
	Iteration 10Q: 3 clusters Score -280036.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -280092.406250 Penalty: 3961.812256
	Iteration 11Q: 3 clusters Score -280092.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -280153.625000 Penalty: 3961.812256
	Iteration 12Q: 3 clusters Score -280153.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -280237.656250 Penalty: 3961.812256
	Iteration 13Q: 3 clusters Score -280237.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -280355.406250 Penalty: 3961.812256
	Iteration 14Q: 3 clusters Score -280355.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -280464.531250 Penalty: 3961.812256
	Iteration 15Q: 3 clusters Score -280464.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -280556.781250 Penalty: 3961.812256
	Iteration 16Q: 3 clusters Score -280556.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -280608.875000 Penalty: 3961.812256
	Iteration 17Q: 3 clusters Score -280608.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -280680.062500 Penalty: 3961.812256
	Iteration 18Q: 3 clusters Score -280680.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -280711.343750 Penalty: 3961.812256
	Iteration 19Q: 3 clusters Score -280711.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -280854.250000 Penalty: 3961.812256
	Iteration 20F: 3 clusters Score -280854.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -281065.687500 Penalty: 3961.812256
	Iteration 21Q: 3 clusters Score -281065.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -281280.625000 Penalty: 3961.812256
	Iteration 22Q: 3 clusters Score -281280.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -281711.593750 Penalty: 3961.812256
	Iteration 23Q: 3 clusters Score -281711.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -282058.781250 Penalty: 3961.812256
	Iteration 24Q: 3 clusters Score -282058.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -282229.531250 Penalty: 3961.812256
	Iteration 25Q: 3 clusters Score -282229.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -282332.875000 Penalty: 3961.812256
	Iteration 26Q: 3 clusters Score -282332.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -282377.562500 Penalty: 3961.812256
	Iteration 27Q: 3 clusters Score -282377.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -282402.812500 Penalty: 3961.812256
	Iteration 28Q: 3 clusters Score -282402.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -282415.875000 Penalty: 3961.812256
	Iteration 29Q: 3 clusters Score -282415.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -282422.312500 Penalty: 3961.812256
	Iteration 30Q: 3 clusters Score -282422.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -282425.187500 Penalty: 3961.812256
	Iteration 31Q: 3 clusters Score -282425.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -282425.781250 Penalty: 3961.812256
	Iteration 32Q: 3 clusters Score -282425.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -282427.125000 Penalty: 3961.812256
	Iteration 33Q: 3 clusters Score -282427.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -282428.250000 Penalty: 3961.812256
	Iteration 34Q: 3 clusters Score -282428.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -282432.312500 Penalty: 3961.812256
	Iteration 35F: 3 clusters Score -282432.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -282436.718750 Penalty: 3961.812256
	Iteration 36Q: 3 clusters Score -282436.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -282439.250000 Penalty: 3961.812256
	Iteration 37Q: 3 clusters Score -282439.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -282443.312500 Penalty: 3961.812256
	Iteration 38Q: 3 clusters Score -282443.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -282446.593750 Penalty: 3961.812256
	Iteration 39Q: 3 clusters Score -282446.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -282446.593750 Penalty: 3961.812256
	Iteration 40F: 3 clusters Score -282446.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 240865 members 
Mstep: Class 2 contains 10275 members 
Mstep: Class 3 contains 94601 members 
Mstep: Class 4 contains 109637 members 
Mstep: Class 5 contains 2942 members 
Mstep: Class 6 contains 4311 members 
Mstep: Class 7 contains 4518 members 
Mstep: Class 8 contains 11572 members 
Mstep: Class 9 contains 18744 members 
Mstep: Class 10 contains 1316 members 
Mstep: Class 11 contains 21677 members 
Mstep: Class 12 contains 221120 members 
Mstep: Class 13 contains 113076 members 
Mstep: Class 14 contains 41053 members 
Mstep: Class 15 contains 12942 members 
Mstep: Class 16 contains 215792 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 30396 members 
Mstep: Class 19 contains 835 members 
Mstep: Class 20 contains 4353 members 
Mstep: Class 21 contains 18945 members 
Mstep: Class 22 contains 11472 members 
Mstep: Class 23 contains 4974 members 
Mstep: Class 24 contains 47580 members 
Mstep: Class 25 contains 9557 members 
Mstep: Class 26 contains 1248 members 
Mstep: Class 27 contains 3198 members 
Mstep: Class 28 contains 19795 members 
Mstep: Class 29 contains 14540 members 
Mstep: Class 30 contains 23710 members 
Mstep: Class 31 contains 10172 members 
Mstep: Class 32 contains 8613 members 
Mstep: Class 33 contains 19155 members 
Mstep: Class 34 contains 1124 members 
Mstep: Class 35 contains 3651 members 
Mstep: Class 36 contains 1696 members 
Entering Unmasked Estep 
Score: -155638464.000000 Penalty: 126091.726562
Splitting cluster 26 changes total score from -155636032.000000 to -155638464.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 27 (3198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Entering Unmasked Estep 
Score: -364430.343750 Penalty: 2001.429688
	Iteration 0F: 2 clusters Score -364430.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -361117.062500 Penalty: 4002.859375
	Iteration 0F: 3 clusters Score -361117.1 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -361785.031250 Penalty: 4002.859375
	Iteration 1F: 3 clusters Score -361785 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -361964.625000 Penalty: 4002.859375
	Iteration 2F: 3 clusters Score -361964.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -362076.468750 Penalty: 4002.859375
	Iteration 3Q: 3 clusters Score -362076.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -362143.312500 Penalty: 4002.859375
	Iteration 4Q: 3 clusters Score -362143.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -362195.187500 Penalty: 4002.859375
	Iteration 5Q: 3 clusters Score -362195.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -362233.437500 Penalty: 4002.859375
	Iteration 6Q: 3 clusters Score -362233.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -362257.312500 Penalty: 4002.859375
	Iteration 7Q: 3 clusters Score -362257.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -362282.906250 Penalty: 4002.859375
	Iteration 8Q: 3 clusters Score -362282.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -362300.718750 Penalty: 4002.859375
	Iteration 9Q: 3 clusters Score -362300.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -362318.437500 Penalty: 4002.859375
	Iteration 10Q: 3 clusters Score -362318.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -362332.562500 Penalty: 4002.859375
	Iteration 11Q: 3 clusters Score -362332.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -362344.062500 Penalty: 4002.859375
	Iteration 12Q: 3 clusters Score -362344.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -362355.687500 Penalty: 4002.859375
	Iteration 13Q: 3 clusters Score -362355.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -362365.843750 Penalty: 4002.859375
	Iteration 14Q: 3 clusters Score -362365.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -362378.093750 Penalty: 4002.859375
	Iteration 15Q: 3 clusters Score -362378.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -362399.031250 Penalty: 4002.859375
	Iteration 16Q: 3 clusters Score -362399 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -362430.093750 Penalty: 4002.859375
	Iteration 17Q: 3 clusters Score -362430.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -362467.562500 Penalty: 4002.859375
	Iteration 18Q: 3 clusters Score -362467.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -362511.000000 Penalty: 4002.859375
	Iteration 19Q: 3 clusters Score -362511 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -362589.093750 Penalty: 4002.859375
	Iteration 20F: 3 clusters Score -362589.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -362687.562500 Penalty: 4002.859375
	Iteration 21Q: 3 clusters Score -362687.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -362774.843750 Penalty: 4002.859375
	Iteration 22Q: 3 clusters Score -362774.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -362844.250000 Penalty: 4002.859375
	Iteration 23Q: 3 clusters Score -362844.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -362916.187500 Penalty: 4002.859375
	Iteration 24Q: 3 clusters Score -362916.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -362975.812500 Penalty: 4002.859375
	Iteration 25Q: 3 clusters Score -362975.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -363027.375000 Penalty: 4002.859375
	Iteration 26Q: 3 clusters Score -363027.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -363073.500000 Penalty: 4002.859375
	Iteration 27Q: 3 clusters Score -363073.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -363104.687500 Penalty: 4002.859375
	Iteration 28Q: 3 clusters Score -363104.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -363129.312500 Penalty: 4002.859375
	Iteration 29Q: 3 clusters Score -363129.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -363150.781250 Penalty: 4002.859375
	Iteration 30Q: 3 clusters Score -363150.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -363167.218750 Penalty: 4002.859375
	Iteration 31Q: 3 clusters Score -363167.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -363178.625000 Penalty: 4002.859375
	Iteration 32Q: 3 clusters Score -363178.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -363189.312500 Penalty: 4002.859375
	Iteration 33Q: 3 clusters Score -363189.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -363196.031250 Penalty: 4002.859375
	Iteration 34Q: 3 clusters Score -363196 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -363201.906250 Penalty: 4002.859375
	Iteration 35Q: 3 clusters Score -363201.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -363206.093750 Penalty: 4002.859375
	Iteration 36Q: 3 clusters Score -363206.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -363210.718750 Penalty: 4002.859375
	Iteration 37Q: 3 clusters Score -363210.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -363212.750000 Penalty: 4002.859375
	Iteration 38Q: 3 clusters Score -363212.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -363213.343750 Penalty: 4002.859375
	Iteration 39Q: 3 clusters Score -363213.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -363213.750000 Penalty: 4002.859375
	Iteration 40F: 3 clusters Score -363213.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (19795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19795 members 
Entering Unmasked Estep 
Score: -2228495.500000 Penalty: 2453.509766
	Iteration 0F: 2 clusters Score -2228496 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -2214595.750000 Penalty: 4907.019531
	Iteration 0F: 3 clusters Score -2214596 nChanged 8674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -2219340.500000 Penalty: 4907.019531
	Iteration 1F: 3 clusters Score -2219340 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -2219778.000000 Penalty: 4907.019531
	Iteration 2F: 3 clusters Score -2219778 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -2220145.500000 Penalty: 4907.019531
	Iteration 3Q: 3 clusters Score -2220146 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -2220502.000000 Penalty: 4907.019531
	Iteration 4Q: 3 clusters Score -2220502 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -2220848.250000 Penalty: 4907.019531
	Iteration 5Q: 3 clusters Score -2220848 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -2221203.500000 Penalty: 4907.019531
	Iteration 6Q: 3 clusters Score -2221204 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -2221607.500000 Penalty: 4907.019531
	Iteration 7Q: 3 clusters Score -2221608 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -2222099.750000 Penalty: 4907.019531
	Iteration 8Q: 3 clusters Score -2222100 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -2222680.250000 Penalty: 4907.019531
	Iteration 9Q: 3 clusters Score -2222680 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12850 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -2223270.750000 Penalty: 4907.019531
	Iteration 10Q: 3 clusters Score -2223271 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -2223750.000000 Penalty: 4907.019531
	Iteration 11Q: 3 clusters Score -2223750 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13839 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -2224150.250000 Penalty: 4907.019531
	Iteration 12Q: 3 clusters Score -2224150 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14269 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -2224451.500000 Penalty: 4907.019531
	Iteration 13Q: 3 clusters Score -2224452 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14624 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -2224661.500000 Penalty: 4907.019531
	Iteration 14Q: 3 clusters Score -2224662 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14971 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -2224848.250000 Penalty: 4907.019531
	Iteration 15Q: 3 clusters Score -2224848 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15320 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -2225022.500000 Penalty: 4907.019531
	Iteration 16Q: 3 clusters Score -2225022 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15648 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -2225169.000000 Penalty: 4907.019531
	Iteration 17Q: 3 clusters Score -2225169 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15976 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -2225322.250000 Penalty: 4907.019531
	Iteration 18Q: 3 clusters Score -2225322 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16305 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -2225489.750000 Penalty: 4907.019531
	Iteration 19Q: 3 clusters Score -2225490 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16622 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -2225640.750000 Penalty: 4907.019531
	Iteration 20F: 3 clusters Score -2225641 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16931 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -2225801.250000 Penalty: 4907.019531
	Iteration 21Q: 3 clusters Score -2225801 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17248 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -2225977.500000 Penalty: 4907.019531
	Iteration 22Q: 3 clusters Score -2225978 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17525 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -2226133.750000 Penalty: 4907.019531
	Iteration 23Q: 3 clusters Score -2226134 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17766 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -2226277.500000 Penalty: 4907.019531
	Iteration 24Q: 3 clusters Score -2226278 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17985 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -2226410.750000 Penalty: 4907.019531
	Iteration 25Q: 3 clusters Score -2226411 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18171 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -2226534.000000 Penalty: 4907.019531
	Iteration 26Q: 3 clusters Score -2226534 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18335 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -2226652.500000 Penalty: 4907.019531
	Iteration 27Q: 3 clusters Score -2226652 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18456 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -2226734.750000 Penalty: 4907.019531
	Iteration 28Q: 3 clusters Score -2226735 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18546 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -2226787.750000 Penalty: 4907.019531
	Iteration 29Q: 3 clusters Score -2226788 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18623 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -2226838.750000 Penalty: 4907.019531
	Iteration 30Q: 3 clusters Score -2226839 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18674 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -2226861.000000 Penalty: 4907.019531
	Iteration 31Q: 3 clusters Score -2226861 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18724 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -2226890.500000 Penalty: 4907.019531
	Iteration 32Q: 3 clusters Score -2226890 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18770 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -2226913.500000 Penalty: 4907.019531
	Iteration 33Q: 3 clusters Score -2226914 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18802 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -2226931.000000 Penalty: 4907.019531
	Iteration 34Q: 3 clusters Score -2226931 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18824 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -2226944.250000 Penalty: 4907.019531
	Iteration 35Q: 3 clusters Score -2226944 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18837 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -2226951.500000 Penalty: 4907.019531
	Iteration 36Q: 3 clusters Score -2226952 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18845 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -2226951.750000 Penalty: 4907.019531
	Iteration 37Q: 3 clusters Score -2226952 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18851 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -2226957.250000 Penalty: 4907.019531
	Iteration 38Q: 3 clusters Score -2226957 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18855 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -2226959.500000 Penalty: 4907.019531
	Iteration 39Q: 3 clusters Score -2226960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18858 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -2226958.750000 Penalty: 4907.019531
	Iteration 40F: 3 clusters Score -2226959 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18860 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -2226959.000000 Penalty: 4907.019531
	Iteration 41Q: 3 clusters Score -2226959 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18862 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -2226960.000000 Penalty: 4907.019531
	Iteration 42Q: 3 clusters Score -2226960 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18869 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -2226964.500000 Penalty: 4907.019531
	Iteration 43Q: 3 clusters Score -2226964 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18875 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -2226963.000000 Penalty: 4907.019531
	Iteration 44Q: 3 clusters Score -2226963 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18880 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -2226962.500000 Penalty: 4907.019531
	Iteration 45Q: 3 clusters Score -2226962 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18886 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -2226965.250000 Penalty: 4907.019531
	Iteration 46Q: 3 clusters Score -2226965 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18888 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -2226966.000000 Penalty: 4907.019531
	Iteration 47Q: 3 clusters Score -2226966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18889 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -2226965.750000 Penalty: 4907.019531
	Iteration 48Q: 3 clusters Score -2226966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18891 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -2226966.000000 Penalty: 4907.019531
	Iteration 49Q: 3 clusters Score -2226966 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18891 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -2226966.000000 Penalty: 4907.019531
	Iteration 50F: 3 clusters Score -2226966 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (14540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14540 members 
Entering Unmasked Estep 
Score: -1573174.000000 Penalty: 2376.995361
	Iteration 0F: 2 clusters Score -1573174 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -1562681.500000 Penalty: 4753.990723
	Iteration 0F: 3 clusters Score -1562682 nChanged 6276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -1566103.750000 Penalty: 4753.990723
	Iteration 1F: 3 clusters Score -1566104 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -1566591.500000 Penalty: 4753.990723
	Iteration 2F: 3 clusters Score -1566592 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -1567076.375000 Penalty: 4753.990723
	Iteration 3F: 3 clusters Score -1567076 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -1567575.750000 Penalty: 4753.990723
	Iteration 4F: 3 clusters Score -1567576 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -1568134.000000 Penalty: 4753.990723
	Iteration 5F: 3 clusters Score -1568134 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -1568712.500000 Penalty: 4753.990723
	Iteration 6F: 3 clusters Score -1568712 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -1569292.125000 Penalty: 4753.990723
	Iteration 7F: 3 clusters Score -1569292 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -1569806.000000 Penalty: 4753.990723
	Iteration 8Q: 3 clusters Score -1569806 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -1570203.875000 Penalty: 4753.990723
	Iteration 9Q: 3 clusters Score -1570204 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -1570516.500000 Penalty: 4753.990723
	Iteration 10Q: 3 clusters Score -1570516 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -1570730.750000 Penalty: 4753.990723
	Iteration 11Q: 3 clusters Score -1570731 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -1570876.500000 Penalty: 4753.990723
	Iteration 12Q: 3 clusters Score -1570876 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -1570999.625000 Penalty: 4753.990723
	Iteration 13Q: 3 clusters Score -1571000 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -1571085.750000 Penalty: 4753.990723
	Iteration 14Q: 3 clusters Score -1571086 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -1571149.750000 Penalty: 4753.990723
	Iteration 15Q: 3 clusters Score -1571150 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -1571182.125000 Penalty: 4753.990723
	Iteration 16Q: 3 clusters Score -1571182 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -1571209.500000 Penalty: 4753.990723
	Iteration 17Q: 3 clusters Score -1571210 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -1571233.375000 Penalty: 4753.990723
	Iteration 18Q: 3 clusters Score -1571233 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -1571244.125000 Penalty: 4753.990723
	Iteration 19Q: 3 clusters Score -1571244 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -1571257.250000 Penalty: 4753.990723
	Iteration 20F: 3 clusters Score -1571257 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -1571271.500000 Penalty: 4753.990723
	Iteration 21Q: 3 clusters Score -1571272 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -1571286.750000 Penalty: 4753.990723
	Iteration 22Q: 3 clusters Score -1571287 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -1571298.750000 Penalty: 4753.990723
	Iteration 23Q: 3 clusters Score -1571299 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -1571312.250000 Penalty: 4753.990723
	Iteration 24Q: 3 clusters Score -1571312 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11783 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -1571329.750000 Penalty: 4753.990723
	Iteration 25Q: 3 clusters Score -1571330 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -1571343.500000 Penalty: 4753.990723
	Iteration 26Q: 3 clusters Score -1571344 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -1571359.500000 Penalty: 4753.990723
	Iteration 27Q: 3 clusters Score -1571360 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -1571371.875000 Penalty: 4753.990723
	Iteration 28Q: 3 clusters Score -1571372 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11915 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -1571380.250000 Penalty: 4753.990723
	Iteration 29Q: 3 clusters Score -1571380 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11942 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -1571388.125000 Penalty: 4753.990723
	Iteration 30Q: 3 clusters Score -1571388 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -1571401.875000 Penalty: 4753.990723
	Iteration 31Q: 3 clusters Score -1571402 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -1571420.500000 Penalty: 4753.990723
	Iteration 32Q: 3 clusters Score -1571420 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -1571420.750000 Penalty: 4753.990723
	Iteration 33Q: 3 clusters Score -1571421 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -1571435.250000 Penalty: 4753.990723
	Iteration 34Q: 3 clusters Score -1571435 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -1571448.875000 Penalty: 4753.990723
	Iteration 35Q: 3 clusters Score -1571449 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12145 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -1571459.125000 Penalty: 4753.990723
	Iteration 36Q: 3 clusters Score -1571459 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -1571466.250000 Penalty: 4753.990723
	Iteration 37Q: 3 clusters Score -1571466 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -1571475.875000 Penalty: 4753.990723
	Iteration 38Q: 3 clusters Score -1571476 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -1571488.500000 Penalty: 4753.990723
	Iteration 39Q: 3 clusters Score -1571488 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1571498.625000 Penalty: 4753.990723
	Iteration 40F: 3 clusters Score -1571499 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12292 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -1571500.875000 Penalty: 4753.990723
	Iteration 41Q: 3 clusters Score -1571501 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -1571514.875000 Penalty: 4753.990723
	Iteration 42Q: 3 clusters Score -1571515 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -1571527.625000 Penalty: 4753.990723
	Iteration 43Q: 3 clusters Score -1571528 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -1571538.625000 Penalty: 4753.990723
	Iteration 44Q: 3 clusters Score -1571539 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -1571546.750000 Penalty: 4753.990723
	Iteration 45Q: 3 clusters Score -1571547 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12436 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -1571553.250000 Penalty: 4753.990723
	Iteration 46Q: 3 clusters Score -1571553 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12452 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -1571558.750000 Penalty: 4753.990723
	Iteration 47Q: 3 clusters Score -1571559 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -1571566.375000 Penalty: 4753.990723
	Iteration 48Q: 3 clusters Score -1571566 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -1571572.125000 Penalty: 4753.990723
	Iteration 49Q: 3 clusters Score -1571572 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12507 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -1571577.125000 Penalty: 4753.990723
	Iteration 50Q: 3 clusters Score -1571577 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12533 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -1571582.250000 Penalty: 4753.990723
	Iteration 51Q: 3 clusters Score -1571582 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12555 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -1571591.500000 Penalty: 4753.990723
	Iteration 52Q: 3 clusters Score -1571592 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12574 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -1571594.500000 Penalty: 4753.990723
	Iteration 53Q: 3 clusters Score -1571594 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12601 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -1571598.875000 Penalty: 4753.990723
	Iteration 54Q: 3 clusters Score -1571599 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -1571604.250000 Penalty: 4753.990723
	Iteration 55Q: 3 clusters Score -1571604 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -1571611.875000 Penalty: 4753.990723
	Iteration 56Q: 3 clusters Score -1571612 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -1571621.000000 Penalty: 4753.990723
	Iteration 57Q: 3 clusters Score -1571621 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12696 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1571630.000000 Penalty: 4753.990723
	Iteration 58Q: 3 clusters Score -1571630 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -1571637.000000 Penalty: 4753.990723
	Iteration 59Q: 3 clusters Score -1571637 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -1571652.750000 Penalty: 4753.990723
	Iteration 60F: 3 clusters Score -1571653 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12771 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -1571656.250000 Penalty: 4753.990723
	Iteration 61Q: 3 clusters Score -1571656 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12783 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -1571657.125000 Penalty: 4753.990723
	Iteration 62Q: 3 clusters Score -1571657 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12795 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -1571659.125000 Penalty: 4753.990723
	Iteration 63Q: 3 clusters Score -1571659 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12804 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -1571659.250000 Penalty: 4753.990723
	Iteration 64Q: 3 clusters Score -1571659 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12818 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -1571663.750000 Penalty: 4753.990723
	Iteration 65Q: 3 clusters Score -1571664 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12826 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1571667.125000 Penalty: 4753.990723
	Iteration 66Q: 3 clusters Score -1571667 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12832 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -1571667.875000 Penalty: 4753.990723
	Iteration 67Q: 3 clusters Score -1571668 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12839 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -1571673.125000 Penalty: 4753.990723
	Iteration 68Q: 3 clusters Score -1571673 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12845 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -1571673.500000 Penalty: 4753.990723
	Iteration 69Q: 3 clusters Score -1571674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1571675.000000 Penalty: 4753.990723
	Iteration 70Q: 3 clusters Score -1571675 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -1571679.375000 Penalty: 4753.990723
	Iteration 71Q: 3 clusters Score -1571679 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12858 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -1571677.750000 Penalty: 4753.990723
	Iteration 72Q: 3 clusters Score -1571678 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -1571684.500000 Penalty: 4753.990723
	Iteration 73Q: 3 clusters Score -1571684 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12873 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1571682.500000 Penalty: 4753.990723
	Iteration 74Q: 3 clusters Score -1571682 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -1571688.500000 Penalty: 4753.990723
	Iteration 75Q: 3 clusters Score -1571688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12885 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -1571685.500000 Penalty: 4753.990723
	Iteration 76Q: 3 clusters Score -1571686 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12893 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -1571689.000000 Penalty: 4753.990723
	Iteration 77Q: 3 clusters Score -1571689 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1571690.500000 Penalty: 4753.990723
	Iteration 78Q: 3 clusters Score -1571690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12902 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -1571691.625000 Penalty: 4753.990723
	Iteration 79Q: 3 clusters Score -1571692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12905 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -1571693.000000 Penalty: 4753.990723
	Iteration 80F: 3 clusters Score -1571693 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12909 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1571691.875000 Penalty: 4753.990723
	Iteration 81Q: 3 clusters Score -1571692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12911 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1571693.375000 Penalty: 4753.990723
	Iteration 82Q: 3 clusters Score -1571693 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12913 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1571694.500000 Penalty: 4753.990723
	Iteration 83Q: 3 clusters Score -1571694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1571693.875000 Penalty: 4753.990723
	Iteration 84Q: 3 clusters Score -1571694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12916 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -1571694.500000 Penalty: 4753.990723
	Iteration 85Q: 3 clusters Score -1571694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12918 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1571690.750000 Penalty: 4753.990723
	Iteration 86Q: 3 clusters Score -1571691 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12918 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1571690.750000 Penalty: 4753.990723
	Iteration 87F: 3 clusters Score -1571691 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 240865 members 
Mstep: Class 2 contains 10275 members 
Mstep: Class 3 contains 94601 members 
Mstep: Class 4 contains 109637 members 
Mstep: Class 5 contains 2942 members 
Mstep: Class 6 contains 4311 members 
Mstep: Class 7 contains 4518 members 
Mstep: Class 8 contains 11572 members 
Mstep: Class 9 contains 18744 members 
Mstep: Class 10 contains 1316 members 
Mstep: Class 11 contains 21677 members 
Mstep: Class 12 contains 221120 members 
Mstep: Class 13 contains 113076 members 
Mstep: Class 14 contains 41053 members 
Mstep: Class 15 contains 12942 members 
Mstep: Class 16 contains 215792 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 30396 members 
Mstep: Class 19 contains 835 members 
Mstep: Class 20 contains 4353 members 
Mstep: Class 21 contains 18945 members 
Mstep: Class 22 contains 11472 members 
Mstep: Class 23 contains 4974 members 
Mstep: Class 24 contains 47580 members 
Mstep: Class 25 contains 9557 members 
Mstep: Class 26 contains 1248 members 
Mstep: Class 27 contains 3198 members 
Mstep: Class 28 contains 19795 members 
Mstep: Class 29 contains 14540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155642640.000000 Penalty: 126091.726562
Iteration 79Q: 37 clusters Score -1.556426e+08 nChanged 6247
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 240818 members 
Mstep: Class 2 contains 10254 members 
Mstep: Class 3 contains 94528 members 
Mstep: Class 4 contains 109434 members 
Mstep: Class 5 contains 3094 members 
Mstep: Class 6 contains 4300 members 
Mstep: Class 7 contains 4881 members 
Mstep: Class 8 contains 11547 members 
Mstep: Class 9 contains 18745 members 
Mstep: Class 10 contains 1315 members 
Mstep: Class 11 contains 21811 members 
Mstep: Class 12 contains 221581 members 
Mstep: Class 13 contains 113332 members 
Mstep: Class 14 contains 41053 members 
Mstep: Class 15 contains 12913 members 
Mstep: Class 16 contains 215629 members 
Mstep: Class 17 contains 878 members 
Mstep: Class 18 contains 30444 members 
Mstep: Class 19 contains 923 members 
Mstep: Class 20 contains 4515 members 
Mstep: Class 21 contains 18973 members 
Mstep: Class 22 contains 11468 members 
Mstep: Class 23 contains 4960 members 
Mstep: Class 24 contains 47452 members 
Mstep: Class 25 contains 9947 members 
Mstep: Class 26 contains 1249 members 
Mstep: Class 27 contains 3208 members 
Mstep: Class 28 contains 20002 members 
Mstep: Class 29 contains 14574 members 
Mstep: Class 30 contains 23177 members 
Mstep: Class 31 contains 9599 members 
Mstep: Class 32 contains 8389 members 
Mstep: Class 33 contains 18793 members 
Mstep: Class 34 contains 1118 members 
Mstep: Class 35 contains 3657 members 
Mstep: Class 36 contains 1684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155645840.000000 Penalty: 126091.726562
Iteration 80F: 37 clusters Score -1.556458e+08 nChanged 6018
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 240719 members 
Mstep: Class 2 contains 10257 members 
Mstep: Class 3 contains 94428 members 
Mstep: Class 4 contains 109198 members 
Mstep: Class 5 contains 3228 members 
Mstep: Class 6 contains 4275 members 
Mstep: Class 7 contains 5091 members 
Mstep: Class 8 contains 11538 members 
Mstep: Class 9 contains 18738 members 
Mstep: Class 10 contains 1314 members 
Mstep: Class 11 contains 21976 members 
Mstep: Class 12 contains 220790 members 
Mstep: Class 13 contains 113346 members 
Mstep: Class 14 contains 41046 members 
Mstep: Class 15 contains 12900 members 
Mstep: Class 16 contains 215445 members 
Mstep: Class 17 contains 954 members 
Mstep: Class 18 contains 30086 members 
Mstep: Class 19 contains 952 members 
Mstep: Class 20 contains 4437 members 
Mstep: Class 21 contains 19020 members 
Mstep: Class 22 contains 11393 members 
Mstep: Class 23 contains 4961 members 
Mstep: Class 24 contains 47175 members 
Mstep: Class 25 contains 9850 members 
Mstep: Class 26 contains 1225 members 
Mstep: Class 27 contains 3225 members 
Mstep: Class 28 contains 20214 members 
Mstep: Class 29 contains 14590 members 
Mstep: Class 30 contains 23971 members 
Mstep: Class 31 contains 9728 members 
Mstep: Class 32 contains 8601 members 
Mstep: Class 33 contains 18904 members 
Mstep: Class 34 contains 1118 members 
Mstep: Class 35 contains 3755 members 
Mstep: Class 36 contains 1798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155647296.000000 Penalty: 126091.726562
Iteration 81Q: 37 clusters Score -1.556473e+08 nChanged 3889
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 240616 members 
Mstep: Class 2 contains 10278 members 
Mstep: Class 3 contains 94341 members 
Mstep: Class 4 contains 108910 members 
Mstep: Class 5 contains 3389 members 
Mstep: Class 6 contains 4261 members 
Mstep: Class 7 contains 5216 members 
Mstep: Class 8 contains 11529 members 
Mstep: Class 9 contains 18733 members 
Mstep: Class 10 contains 1315 members 
Mstep: Class 11 contains 22108 members 
Mstep: Class 12 contains 220454 members 
Mstep: Class 13 contains 113335 members 
Mstep: Class 14 contains 41040 members 
Mstep: Class 15 contains 12876 members 
Mstep: Class 16 contains 215312 members 
Mstep: Class 17 contains 984 members 
Mstep: Class 18 contains 29831 members 
Mstep: Class 19 contains 969 members 
Mstep: Class 20 contains 4419 members 
Mstep: Class 21 contains 19037 members 
Mstep: Class 22 contains 11310 members 
Mstep: Class 23 contains 4966 members 
Mstep: Class 24 contains 46906 members 
Mstep: Class 25 contains 9831 members 
Mstep: Class 26 contains 1229 members 
Mstep: Class 27 contains 3240 members 
Mstep: Class 28 contains 20439 members 
Mstep: Class 29 contains 14701 members 
Mstep: Class 30 contains 24409 members 
Mstep: Class 31 contains 9789 members 
Mstep: Class 32 contains 8747 members 
Mstep: Class 33 contains 18952 members 
Mstep: Class 34 contains 1117 members 
Mstep: Class 35 contains 3793 members 
Mstep: Class 36 contains 1864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155648032.000000 Penalty: 126091.726562
Iteration 82Q: 37 clusters Score -1.55648e+08 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 240573 members 
Mstep: Class 2 contains 10296 members 
Mstep: Class 3 contains 94231 members 
Mstep: Class 4 contains 108562 members 
Mstep: Class 5 contains 3540 members 
Mstep: Class 6 contains 4244 members 
Mstep: Class 7 contains 5307 members 
Mstep: Class 8 contains 11519 members 
Mstep: Class 9 contains 18720 members 
Mstep: Class 10 contains 1316 members 
Mstep: Class 11 contains 22277 members 
Mstep: Class 12 contains 220317 members 
Mstep: Class 13 contains 113299 members 
Mstep: Class 14 contains 41037 members 
Mstep: Class 15 contains 12859 members 
Mstep: Class 16 contains 215185 members 
Mstep: Class 17 contains 1000 members 
Mstep: Class 18 contains 29654 members 
Mstep: Class 19 contains 974 members 
Mstep: Class 20 contains 4407 members 
Mstep: Class 21 contains 19045 members 
Mstep: Class 22 contains 11237 members 
Mstep: Class 23 contains 4974 members 
Mstep: Class 24 contains 46708 members 
Mstep: Class 25 contains 9841 members 
Mstep: Class 26 contains 1227 members 
Mstep: Class 27 contains 3252 members 
Mstep: Class 28 contains 20655 members 
Mstep: Class 29 contains 14834 members 
Mstep: Class 30 contains 24665 members 
Mstep: Class 31 contains 9822 members 
Mstep: Class 32 contains 8852 members 
Mstep: Class 33 contains 18974 members 
Mstep: Class 34 contains 1116 members 
Mstep: Class 35 contains 3821 members 
Mstep: Class 36 contains 1906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155648608.000000 Penalty: 126091.726562
Iteration 83Q: 37 clusters Score -1.556486e+08 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 240571 members 
Mstep: Class 2 contains 10294 members 
Mstep: Class 3 contains 94140 members 
Mstep: Class 4 contains 108178 members 
Mstep: Class 5 contains 3660 members 
Mstep: Class 6 contains 4241 members 
Mstep: Class 7 contains 5376 members 
Mstep: Class 8 contains 11504 members 
Mstep: Class 9 contains 18706 members 
Mstep: Class 10 contains 1316 members 
Mstep: Class 11 contains 22433 members 
Mstep: Class 12 contains 220292 members 
Mstep: Class 13 contains 113265 members 
Mstep: Class 14 contains 41030 members 
Mstep: Class 15 contains 12843 members 
Mstep: Class 16 contains 215082 members 
Mstep: Class 17 contains 1005 members 
Mstep: Class 18 contains 29517 members 
Mstep: Class 19 contains 977 members 
Mstep: Class 20 contains 4401 members 
Mstep: Class 21 contains 19039 members 
Mstep: Class 22 contains 11177 members 
Mstep: Class 23 contains 4975 members 
Mstep: Class 24 contains 46528 members 
Mstep: Class 25 contains 9852 members 
Mstep: Class 26 contains 1236 members 
Mstep: Class 27 contains 3262 members 
Mstep: Class 28 contains 20866 members 
Mstep: Class 29 contains 14981 members 
Mstep: Class 30 contains 24834 members 
Mstep: Class 31 contains 9844 members 
Mstep: Class 32 contains 8931 members 
Mstep: Class 33 contains 18980 members 
Mstep: Class 34 contains 1115 members 
Mstep: Class 35 contains 3844 members 
Mstep: Class 36 contains 1951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155649056.000000 Penalty: 126091.726562
Iteration 84Q: 37 clusters Score -1.556491e+08 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 240584 members 
Mstep: Class 2 contains 10298 members 
Mstep: Class 3 contains 94050 members 
Mstep: Class 4 contains 107797 members 
Mstep: Class 5 contains 3757 members 
Mstep: Class 6 contains 4220 members 
Mstep: Class 7 contains 5429 members 
Mstep: Class 8 contains 11491 members 
Mstep: Class 9 contains 18691 members 
Mstep: Class 10 contains 1316 members 
Mstep: Class 11 contains 22587 members 
Mstep: Class 12 contains 220299 members 
Mstep: Class 13 contains 113242 members 
Mstep: Class 14 contains 41030 members 
Mstep: Class 15 contains 12830 members 
Mstep: Class 16 contains 214998 members 
Mstep: Class 17 contains 1008 members 
Mstep: Class 18 contains 29400 members 
Mstep: Class 19 contains 979 members 
Mstep: Class 20 contains 4394 members 
Mstep: Class 21 contains 19037 members 
Mstep: Class 22 contains 11128 members 
Mstep: Class 23 contains 4977 members 
Mstep: Class 24 contains 46336 members 
Mstep: Class 25 contains 9880 members 
Mstep: Class 26 contains 1243 members 
Mstep: Class 27 contains 3275 members 
Mstep: Class 28 contains 21062 members 
Mstep: Class 29 contains 15184 members 
Mstep: Class 30 contains 24934 members 
Mstep: Class 31 contains 9855 members 
Mstep: Class 32 contains 9000 members 
Mstep: Class 33 contains 18987 members 
Mstep: Class 34 contains 1115 members 
Mstep: Class 35 contains 3856 members 
Mstep: Class 36 contains 1977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155649392.000000 Penalty: 126091.726562
Iteration 85Q: 37 clusters Score -1.556494e+08 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 240590 members 
Mstep: Class 2 contains 10307 members 
Mstep: Class 3 contains 93950 members 
Mstep: Class 4 contains 107439 members 
Mstep: Class 5 contains 3839 members 
Mstep: Class 6 contains 4207 members 
Mstep: Class 7 contains 5472 members 
Mstep: Class 8 contains 11478 members 
Mstep: Class 9 contains 18682 members 
Mstep: Class 10 contains 1316 members 
Mstep: Class 11 contains 22750 members 
Mstep: Class 12 contains 220338 members 
Mstep: Class 13 contains 113233 members 
Mstep: Class 14 contains 41028 members 
Mstep: Class 15 contains 12824 members 
Mstep: Class 16 contains 214930 members 
Mstep: Class 17 contains 1013 members 
Mstep: Class 18 contains 29299 members 
Mstep: Class 19 contains 979 members 
Mstep: Class 20 contains 4391 members 
Mstep: Class 21 contains 19031 members 
Mstep: Class 22 contains 11094 members 
Mstep: Class 23 contains 4989 members 
Mstep: Class 24 contains 46103 members 
Mstep: Class 25 contains 9891 members 
Mstep: Class 26 contains 1250 members 
Mstep: Class 27 contains 3283 members 
Mstep: Class 28 contains 21295 members 
Mstep: Class 29 contains 15359 members 
Mstep: Class 30 contains 24987 members 
Mstep: Class 31 contains 9853 members 
Mstep: Class 32 contains 9054 members 
Mstep: Class 33 contains 19000 members 
Mstep: Class 34 contains 1115 members 
Mstep: Class 35 contains 3874 members 
Mstep: Class 36 contains 2003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155650160.000000 Penalty: 126091.726562
Iteration 86Q: 37 clusters Score -1.556502e+08 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 240600 members 
Mstep: Class 2 contains 10315 members 
Mstep: Class 3 contains 93837 members 
Mstep: Class 4 contains 107086 members 
Mstep: Class 5 contains 3901 members 
Mstep: Class 6 contains 4206 members 
Mstep: Class 7 contains 5500 members 
Mstep: Class 8 contains 11466 members 
Mstep: Class 9 contains 18675 members 
Mstep: Class 10 contains 1316 members 
Mstep: Class 11 contains 22880 members 
Mstep: Class 12 contains 220398 members 
Mstep: Class 13 contains 113233 members 
Mstep: Class 14 contains 41027 members 
Mstep: Class 15 contains 12814 members 
Mstep: Class 16 contains 214865 members 
Mstep: Class 17 contains 1022 members 
Mstep: Class 18 contains 29208 members 
Mstep: Class 19 contains 981 members 
Mstep: Class 20 contains 4385 members 
Mstep: Class 21 contains 19030 members 
Mstep: Class 22 contains 11058 members 
Mstep: Class 23 contains 5002 members 
Mstep: Class 24 contains 45918 members 
Mstep: Class 25 contains 9910 members 
Mstep: Class 26 contains 1257 members 
Mstep: Class 27 contains 3291 members 
Mstep: Class 28 contains 21513 members 
Mstep: Class 29 contains 15547 members 
Mstep: Class 30 contains 25016 members 
Mstep: Class 31 contains 9849 members 
Mstep: Class 32 contains 9102 members 
Mstep: Class 33 contains 19017 members 
Mstep: Class 34 contains 1115 members 
Mstep: Class 35 contains 3886 members 
Mstep: Class 36 contains 2020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155650624.000000 Penalty: 126091.726562
Iteration 87Q: 37 clusters Score -1.556506e+08 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 240600 members 
Mstep: Class 2 contains 10324 members 
Mstep: Class 3 contains 93701 members 
Mstep: Class 4 contains 106722 members 
Mstep: Class 5 contains 3972 members 
Mstep: Class 6 contains 4202 members 
Mstep: Class 7 contains 5525 members 
Mstep: Class 8 contains 11451 members 
Mstep: Class 9 contains 18666 members 
Mstep: Class 10 contains 1316 members 
Mstep: Class 11 contains 23021 members 
Mstep: Class 12 contains 220456 members 
Mstep: Class 13 contains 113214 members 
Mstep: Class 14 contains 41029 members 
Mstep: Class 15 contains 12815 members 
Mstep: Class 16 contains 214799 members 
Mstep: Class 17 contains 1025 members 
Mstep: Class 18 contains 29123 members 
Mstep: Class 19 contains 982 members 
Mstep: Class 20 contains 4383 members 
Mstep: Class 21 contains 19021 members 
Mstep: Class 22 contains 11025 members 
Mstep: Class 23 contains 5016 members 
Mstep: Class 24 contains 45785 members 
Mstep: Class 25 contains 9917 members 
Mstep: Class 26 contains 1273 members 
Mstep: Class 27 contains 3302 members 
Mstep: Class 28 contains 21716 members 
Mstep: Class 29 contains 15756 members 
Mstep: Class 30 contains 25028 members 
Mstep: Class 31 contains 9842 members 
Mstep: Class 32 contains 9148 members 
Mstep: Class 33 contains 19037 members 
Mstep: Class 34 contains 1115 members 
Mstep: Class 35 contains 3900 members 
Mstep: Class 36 contains 2039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155650448.000000 Penalty: 126091.726562
Iteration 88Q: 37 clusters Score -1.556504e+08 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 240610 members 
Mstep: Class 2 contains 10327 members 
Mstep: Class 3 contains 93566 members 
Mstep: Class 4 contains 106345 members 
Mstep: Class 5 contains 4030 members 
Mstep: Class 6 contains 4206 members 
Mstep: Class 7 contains 5544 members 
Mstep: Class 8 contains 11439 members 
Mstep: Class 9 contains 18673 members 
Mstep: Class 10 contains 1316 members 
Mstep: Class 11 contains 23186 members 
Mstep: Class 12 contains 220502 members 
Mstep: Class 13 contains 113195 members 
Mstep: Class 14 contains 41025 members 
Mstep: Class 15 contains 12809 members 
Mstep: Class 16 contains 214764 members 
Mstep: Class 17 contains 1028 members 
Mstep: Class 18 contains 29052 members 
Mstep: Class 19 contains 982 members 
Mstep: Class 20 contains 4376 members 
Mstep: Class 21 contains 19007 members 
Mstep: Class 22 contains 10993 members 
Mstep: Class 23 contains 5027 members 
Mstep: Class 24 contains 45642 members 
Mstep: Class 25 contains 9928 members 
Mstep: Class 26 contains 1288 members 
Mstep: Class 27 contains 3311 members 
Mstep: Class 28 contains 21931 members 
Mstep: Class 29 contains 15932 members 
Mstep: Class 30 contains 25044 members 
Mstep: Class 31 contains 9840 members 
Mstep: Class 32 contains 9194 members 
Mstep: Class 33 contains 19055 members 
Mstep: Class 34 contains 1115 members 
Mstep: Class 35 contains 3903 members 
Mstep: Class 36 contains 2061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155651552.000000 Penalty: 126091.726562
Iteration 89Q: 37 clusters Score -1.556516e+08 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 240627 members 
Mstep: Class 2 contains 10337 members 
Mstep: Class 3 contains 93425 members 
Mstep: Class 4 contains 105964 members 
Mstep: Class 5 contains 4088 members 
Mstep: Class 6 contains 4209 members 
Mstep: Class 7 contains 5571 members 
Mstep: Class 8 contains 11420 members 
Mstep: Class 9 contains 18679 members 
Mstep: Class 10 contains 1316 members 
Mstep: Class 11 contains 23376 members 
Mstep: Class 12 contains 220561 members 
Mstep: Class 13 contains 113182 members 
Mstep: Class 14 contains 41021 members 
Mstep: Class 15 contains 12801 members 
Mstep: Class 16 contains 214724 members 
Mstep: Class 17 contains 1035 members 
Mstep: Class 18 contains 28987 members 
Mstep: Class 19 contains 983 members 
Mstep: Class 20 contains 4373 members 
Mstep: Class 21 contains 19008 members 
Mstep: Class 22 contains 10958 members 
Mstep: Class 23 contains 5040 members 
Mstep: Class 24 contains 45474 members 
Mstep: Class 25 contains 9928 members 
Mstep: Class 26 contains 1322 members 
Mstep: Class 27 contains 3320 members 
Mstep: Class 28 contains 22128 members 
Mstep: Class 29 contains 16081 members 
Mstep: Class 30 contains 25060 members 
Mstep: Class 31 contains 9839 members 
Mstep: Class 32 contains 9235 members 
Mstep: Class 33 contains 19069 members 
Mstep: Class 34 contains 1115 members 
Mstep: Class 35 contains 3911 members 
Mstep: Class 36 contains 2079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155652432.000000 Penalty: 126091.726562
Iteration 90Q: 37 clusters Score -1.556524e+08 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 240631 members 
Mstep: Class 2 contains 10344 members 
Mstep: Class 3 contains 93275 members 
Mstep: Class 4 contains 105617 members 
Mstep: Class 5 contains 4131 members 
Mstep: Class 6 contains 4211 members 
Mstep: Class 7 contains 5605 members 
Mstep: Class 8 contains 11381 members 
Mstep: Class 9 contains 18689 members 
Mstep: Class 10 contains 1316 members 
Mstep: Class 11 contains 23532 members 
Mstep: Class 12 contains 220620 members 
Mstep: Class 13 contains 113166 members 
Mstep: Class 14 contains 41020 members 
Mstep: Class 15 contains 12804 members 
Mstep: Class 16 contains 214677 members 
Mstep: Class 17 contains 1028 members 
Mstep: Class 18 contains 28927 members 
Mstep: Class 19 contains 983 members 
Mstep: Class 20 contains 4371 members 
Mstep: Class 21 contains 18995 members 
Mstep: Class 22 contains 10932 members 
Mstep: Class 23 contains 5049 members 
Mstep: Class 24 contains 45305 members 
Mstep: Class 25 contains 9937 members 
Mstep: Class 26 contains 1392 members 
Mstep: Class 27 contains 3334 members 
Mstep: Class 28 contains 22286 members 
Mstep: Class 29 contains 16290 members 
Mstep: Class 30 contains 25075 members 
Mstep: Class 31 contains 9841 members 
Mstep: Class 32 contains 9276 members 
Mstep: Class 33 contains 19085 members 
Mstep: Class 34 contains 1115 members 
Mstep: Class 35 contains 3918 members 
Mstep: Class 36 contains 2088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155652752.000000 Penalty: 126091.726562
Iteration 91Q: 37 clusters Score -1.556528e+08 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 240634 members 
Mstep: Class 2 contains 10341 members 
Mstep: Class 3 contains 93117 members 
Mstep: Class 4 contains 105308 members 
Mstep: Class 5 contains 4163 members 
Mstep: Class 6 contains 4202 members 
Mstep: Class 7 contains 5632 members 
Mstep: Class 8 contains 11348 members 
Mstep: Class 9 contains 18702 members 
Mstep: Class 10 contains 1316 members 
Mstep: Class 11 contains 23677 members 
Mstep: Class 12 contains 220689 members 
Mstep: Class 13 contains 113140 members 
Mstep: Class 14 contains 41018 members 
Mstep: Class 15 contains 12806 members 
Mstep: Class 16 contains 214661 members 
Mstep: Class 17 contains 1028 members 
Mstep: Class 18 contains 28874 members 
Mstep: Class 19 contains 982 members 
Mstep: Class 20 contains 4365 members 
Mstep: Class 21 contains 18987 members 
Mstep: Class 22 contains 10909 members 
Mstep: Class 23 contains 5061 members 
Mstep: Class 24 contains 45098 members 
Mstep: Class 25 contains 9939 members 
Mstep: Class 26 contains 1472 members 
Mstep: Class 27 contains 3342 members 
Mstep: Class 28 contains 22471 members 
Mstep: Class 29 contains 16489 members 
Mstep: Class 30 contains 25093 members 
Mstep: Class 31 contains 9841 members 
Mstep: Class 32 contains 9310 members 
Mstep: Class 33 contains 19096 members 
Mstep: Class 34 contains 1115 members 
Mstep: Class 35 contains 3929 members 
Mstep: Class 36 contains 2091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155652640.000000 Penalty: 126091.726562
Iteration 92Q: 37 clusters Score -1.556526e+08 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 240614 members 
Mstep: Class 2 contains 10345 members 
Mstep: Class 3 contains 92938 members 
Mstep: Class 4 contains 104966 members 
Mstep: Class 5 contains 4195 members 
Mstep: Class 6 contains 4202 members 
Mstep: Class 7 contains 5667 members 
Mstep: Class 8 contains 11325 members 
Mstep: Class 9 contains 18704 members 
Mstep: Class 10 contains 1316 members 
Mstep: Class 11 contains 23818 members 
Mstep: Class 12 contains 220763 members 
Mstep: Class 13 contains 113110 members 
Mstep: Class 14 contains 41017 members 
Mstep: Class 15 contains 12805 members 
Mstep: Class 16 contains 214620 members 
Mstep: Class 17 contains 1026 members 
Mstep: Class 18 contains 28820 members 
Mstep: Class 19 contains 984 members 
Mstep: Class 20 contains 4360 members 
Mstep: Class 21 contains 18965 members 
Mstep: Class 22 contains 10891 members 
Mstep: Class 23 contains 5080 members 
Mstep: Class 24 contains 44927 members 
Mstep: Class 25 contains 9935 members 
Mstep: Class 26 contains 1524 members 
Mstep: Class 27 contains 3348 members 
Mstep: Class 28 contains 22670 members 
Mstep: Class 29 contains 16741 members 
Mstep: Class 30 contains 25113 members 
Mstep: Class 31 contains 9847 members 
Mstep: Class 32 contains 9344 members 
Mstep: Class 33 contains 19116 members 
Mstep: Class 34 contains 1115 members 
Mstep: Class 35 contains 3936 members 
Mstep: Class 36 contains 2099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155652992.000000 Penalty: 126091.726562
Iteration 93Q: 37 clusters Score -1.55653e+08 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 240610 members 
Mstep: Class 2 contains 10344 members 
Mstep: Class 3 contains 92765 members 
Mstep: Class 4 contains 104592 members 
Mstep: Class 5 contains 4232 members 
Mstep: Class 6 contains 4199 members 
Mstep: Class 7 contains 5691 members 
Mstep: Class 8 contains 11300 members 
Mstep: Class 9 contains 18707 members 
Mstep: Class 10 contains 1316 members 
Mstep: Class 11 contains 23955 members 
Mstep: Class 12 contains 220851 members 
Mstep: Class 13 contains 113090 members 
Mstep: Class 14 contains 41014 members 
Mstep: Class 15 contains 12806 members 
Mstep: Class 16 contains 214574 members 
Mstep: Class 17 contains 1026 members 
Mstep: Class 18 contains 28758 members 
Mstep: Class 19 contains 983 members 
Mstep: Class 20 contains 4355 members 
Mstep: Class 21 contains 18968 members 
Mstep: Class 22 contains 10874 members 
Mstep: Class 23 contains 5089 members 
Mstep: Class 24 contains 44779 members 
Mstep: Class 25 contains 9930 members 
Mstep: Class 26 contains 1565 members 
Mstep: Class 27 contains 3355 members 
Mstep: Class 28 contains 22859 members 
Mstep: Class 29 contains 16987 members 
Mstep: Class 30 contains 25131 members 
Mstep: Class 31 contains 9855 members 
Mstep: Class 32 contains 9380 members 
Mstep: Class 33 contains 19140 members 
Mstep: Class 34 contains 1115 members 
Mstep: Class 35 contains 3947 members 
Mstep: Class 36 contains 2104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155653376.000000 Penalty: 126091.726562
Iteration 94Q: 37 clusters Score -1.556534e+08 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 240604 members 
Mstep: Class 2 contains 10359 members 
Mstep: Class 3 contains 92581 members 
Mstep: Class 4 contains 104208 members 
Mstep: Class 5 contains 4268 members 
Mstep: Class 6 contains 4199 members 
Mstep: Class 7 contains 5725 members 
Mstep: Class 8 contains 11280 members 
Mstep: Class 9 contains 18705 members 
Mstep: Class 10 contains 1316 members 
Mstep: Class 11 contains 24082 members 
Mstep: Class 12 contains 220952 members 
Mstep: Class 13 contains 113062 members 
Mstep: Class 14 contains 41011 members 
Mstep: Class 15 contains 12807 members 
Mstep: Class 16 contains 214535 members 
Mstep: Class 17 contains 1024 members 
Mstep: Class 18 contains 28700 members 
Mstep: Class 19 contains 982 members 
Mstep: Class 20 contains 4353 members 
Mstep: Class 21 contains 18959 members 
Mstep: Class 22 contains 10862 members 
Mstep: Class 23 contains 5097 members 
Mstep: Class 24 contains 44641 members 
Mstep: Class 25 contains 9921 members 
Mstep: Class 26 contains 1606 members 
Mstep: Class 27 contains 3357 members 
Mstep: Class 28 contains 23051 members 
Mstep: Class 29 contains 17230 members 
Mstep: Class 30 contains 25151 members 
Mstep: Class 31 contains 9859 members 
Mstep: Class 32 contains 9417 members 
Mstep: Class 33 contains 19165 members 
Mstep: Class 34 contains 1115 members 
Mstep: Class 35 contains 3952 members 
Mstep: Class 36 contains 2110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155653936.000000 Penalty: 126091.726562
Iteration 95Q: 37 clusters Score -1.556539e+08 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 240626 members 
Mstep: Class 2 contains 10360 members 
Mstep: Class 3 contains 92379 members 
Mstep: Class 4 contains 103804 members 
Mstep: Class 5 contains 4306 members 
Mstep: Class 6 contains 4194 members 
Mstep: Class 7 contains 5756 members 
Mstep: Class 8 contains 11263 members 
Mstep: Class 9 contains 18703 members 
Mstep: Class 10 contains 1316 members 
Mstep: Class 11 contains 24179 members 
Mstep: Class 12 contains 221084 members 
Mstep: Class 13 contains 113031 members 
Mstep: Class 14 contains 41011 members 
Mstep: Class 15 contains 12807 members 
Mstep: Class 16 contains 214515 members 
Mstep: Class 17 contains 1022 members 
Mstep: Class 18 contains 28639 members 
Mstep: Class 19 contains 981 members 
Mstep: Class 20 contains 4349 members 
Mstep: Class 21 contains 18962 members 
Mstep: Class 22 contains 10849 members 
Mstep: Class 23 contains 5105 members 
Mstep: Class 24 contains 44548 members 
Mstep: Class 25 contains 9926 members 
Mstep: Class 26 contains 1645 members 
Mstep: Class 27 contains 3361 members 
Mstep: Class 28 contains 23243 members 
Mstep: Class 29 contains 17444 members 
Mstep: Class 30 contains 25153 members 
Mstep: Class 31 contains 9863 members 
Mstep: Class 32 contains 9446 members 
Mstep: Class 33 contains 19189 members 
Mstep: Class 34 contains 1115 members 
Mstep: Class 35 contains 3960 members 
Mstep: Class 36 contains 2112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155654128.000000 Penalty: 126091.726562
Iteration 96Q: 37 clusters Score -1.556541e+08 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 240656 members 
Mstep: Class 2 contains 10370 members 
Mstep: Class 3 contains 92184 members 
Mstep: Class 4 contains 103414 members 
Mstep: Class 5 contains 4342 members 
Mstep: Class 6 contains 4187 members 
Mstep: Class 7 contains 5791 members 
Mstep: Class 8 contains 11250 members 
Mstep: Class 9 contains 18701 members 
Mstep: Class 10 contains 1316 members 
Mstep: Class 11 contains 24266 members 
Mstep: Class 12 contains 221204 members 
Mstep: Class 13 contains 113010 members 
Mstep: Class 14 contains 41008 members 
Mstep: Class 15 contains 12806 members 
Mstep: Class 16 contains 214491 members 
Mstep: Class 17 contains 1019 members 
Mstep: Class 18 contains 28590 members 
Mstep: Class 19 contains 980 members 
Mstep: Class 20 contains 4345 members 
Mstep: Class 21 contains 18967 members 
Mstep: Class 22 contains 10824 members 
Mstep: Class 23 contains 5117 members 
Mstep: Class 24 contains 44452 members 
Mstep: Class 25 contains 9931 members 
Mstep: Class 26 contains 1674 members 
Mstep: Class 27 contains 3367 members 
Mstep: Class 28 contains 23408 members 
Mstep: Class 29 contains 17676 members 
Mstep: Class 30 contains 25153 members 
Mstep: Class 31 contains 9874 members 
Mstep: Class 32 contains 9470 members 
Mstep: Class 33 contains 19208 members 
Mstep: Class 34 contains 1115 members 
Mstep: Class 35 contains 3966 members 
Mstep: Class 36 contains 2114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155654128.000000 Penalty: 126091.726562
Iteration 97Q: 37 clusters Score -1.556541e+08 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 240668 members 
Mstep: Class 2 contains 10377 members 
Mstep: Class 3 contains 92002 members 
Mstep: Class 4 contains 103009 members 
Mstep: Class 5 contains 4380 members 
Mstep: Class 6 contains 4177 members 
Mstep: Class 7 contains 5820 members 
Mstep: Class 8 contains 11236 members 
Mstep: Class 9 contains 18703 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 24357 members 
Mstep: Class 12 contains 221305 members 
Mstep: Class 13 contains 113002 members 
Mstep: Class 14 contains 41000 members 
Mstep: Class 15 contains 12812 members 
Mstep: Class 16 contains 214457 members 
Mstep: Class 17 contains 1017 members 
Mstep: Class 18 contains 28549 members 
Mstep: Class 19 contains 979 members 
Mstep: Class 20 contains 4343 members 
Mstep: Class 21 contains 18966 members 
Mstep: Class 22 contains 10804 members 
Mstep: Class 23 contains 5134 members 
Mstep: Class 24 contains 44338 members 
Mstep: Class 25 contains 9935 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 3370 members 
Mstep: Class 28 contains 23576 members 
Mstep: Class 29 contains 17948 members 
Mstep: Class 30 contains 25167 members 
Mstep: Class 31 contains 9883 members 
Mstep: Class 32 contains 9491 members 
Mstep: Class 33 contains 19224 members 
Mstep: Class 34 contains 1115 members 
Mstep: Class 35 contains 3970 members 
Mstep: Class 36 contains 2114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155654368.000000 Penalty: 126091.726562
Iteration 98Q: 37 clusters Score -1.556544e+08 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 240676 members 
Mstep: Class 2 contains 10376 members 
Mstep: Class 3 contains 91833 members 
Mstep: Class 4 contains 102572 members 
Mstep: Class 5 contains 4427 members 
Mstep: Class 6 contains 4173 members 
Mstep: Class 7 contains 5848 members 
Mstep: Class 8 contains 11222 members 
Mstep: Class 9 contains 18699 members 
Mstep: Class 10 contains 1316 members 
Mstep: Class 11 contains 24451 members 
Mstep: Class 12 contains 221434 members 
Mstep: Class 13 contains 112990 members 
Mstep: Class 14 contains 40991 members 
Mstep: Class 15 contains 12819 members 
Mstep: Class 16 contains 214430 members 
Mstep: Class 17 contains 1015 members 
Mstep: Class 18 contains 28516 members 
Mstep: Class 19 contains 980 members 
Mstep: Class 20 contains 4343 members 
Mstep: Class 21 contains 18967 members 
Mstep: Class 22 contains 10787 members 
Mstep: Class 23 contains 5153 members 
Mstep: Class 24 contains 44213 members 
Mstep: Class 25 contains 9934 members 
Mstep: Class 26 contains 1723 members 
Mstep: Class 27 contains 3373 members 
Mstep: Class 28 contains 23759 members 
Mstep: Class 29 contains 18220 members 
Mstep: Class 30 contains 25168 members 
Mstep: Class 31 contains 9888 members 
Mstep: Class 32 contains 9506 members 
Mstep: Class 33 contains 19239 members 
Mstep: Class 34 contains 1115 members 
Mstep: Class 35 contains 3974 members 
Mstep: Class 36 contains 2116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155654704.000000 Penalty: 126091.726562
Iteration 99Q: 37 clusters Score -1.556547e+08 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 240695 members 
Mstep: Class 2 contains 10376 members 
Mstep: Class 3 contains 91672 members 
Mstep: Class 4 contains 102143 members 
Mstep: Class 5 contains 4469 members 
Mstep: Class 6 contains 4163 members 
Mstep: Class 7 contains 5869 members 
Mstep: Class 8 contains 11212 members 
Mstep: Class 9 contains 18697 members 
Mstep: Class 10 contains 1316 members 
Mstep: Class 11 contains 24579 members 
Mstep: Class 12 contains 221538 members 
Mstep: Class 13 contains 112996 members 
Mstep: Class 14 contains 40988 members 
Mstep: Class 15 contains 12821 members 
Mstep: Class 16 contains 214393 members 
Mstep: Class 17 contains 1016 members 
Mstep: Class 18 contains 28485 members 
Mstep: Class 19 contains 980 members 
Mstep: Class 20 contains 4341 members 
Mstep: Class 21 contains 18980 members 
Mstep: Class 22 contains 10769 members 
Mstep: Class 23 contains 5163 members 
Mstep: Class 24 contains 44078 members 
Mstep: Class 25 contains 9930 members 
Mstep: Class 26 contains 1743 members 
Mstep: Class 27 contains 3380 members 
Mstep: Class 28 contains 23927 members 
Mstep: Class 29 contains 18458 members 
Mstep: Class 30 contains 25178 members 
Mstep: Class 31 contains 9904 members 
Mstep: Class 32 contains 9523 members 
Mstep: Class 33 contains 19253 members 
Mstep: Class 34 contains 1115 members 
Mstep: Class 35 contains 3980 members 
Mstep: Class 36 contains 2116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155654832.000000 Penalty: 126091.726562
Iteration 100F: 37 clusters Score -1.556548e+08 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 240704 members 
Mstep: Class 2 contains 10373 members 
Mstep: Class 3 contains 91534 members 
Mstep: Class 4 contains 101694 members 
Mstep: Class 5 contains 4511 members 
Mstep: Class 6 contains 4156 members 
Mstep: Class 7 contains 5888 members 
Mstep: Class 8 contains 11198 members 
Mstep: Class 9 contains 18709 members 
Mstep: Class 10 contains 1316 members 
Mstep: Class 11 contains 24689 members 
Mstep: Class 12 contains 221664 members 
Mstep: Class 13 contains 112996 members 
Mstep: Class 14 contains 40986 members 
Mstep: Class 15 contains 12821 members 
Mstep: Class 16 contains 214331 members 
Mstep: Class 17 contains 1018 members 
Mstep: Class 18 contains 28447 members 
Mstep: Class 19 contains 981 members 
Mstep: Class 20 contains 4339 members 
Mstep: Class 21 contains 18992 members 
Mstep: Class 22 contains 10752 members 
Mstep: Class 23 contains 5169 members 
Mstep: Class 24 contains 43926 members 
Mstep: Class 25 contains 9932 members 
Mstep: Class 26 contains 1769 members 
Mstep: Class 27 contains 3383 members 
Mstep: Class 28 contains 24106 members 
Mstep: Class 29 contains 18729 members 
Mstep: Class 30 contains 25183 members 
Mstep: Class 31 contains 9926 members 
Mstep: Class 32 contains 9541 members 
Mstep: Class 33 contains 19269 members 
Mstep: Class 34 contains 1115 members 
Mstep: Class 35 contains 3983 members 
Mstep: Class 36 contains 2116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155655008.000000 Penalty: 126091.726562
Iteration 101Q: 37 clusters Score -1.55655e+08 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 240675 members 
Mstep: Class 2 contains 10371 members 
Mstep: Class 3 contains 91386 members 
Mstep: Class 4 contains 101254 members 
Mstep: Class 5 contains 4560 members 
Mstep: Class 6 contains 4145 members 
Mstep: Class 7 contains 5904 members 
Mstep: Class 8 contains 11188 members 
Mstep: Class 9 contains 18716 members 
Mstep: Class 10 contains 1316 members 
Mstep: Class 11 contains 24827 members 
Mstep: Class 12 contains 221766 members 
Mstep: Class 13 contains 112995 members 
Mstep: Class 14 contains 40979 members 
Mstep: Class 15 contains 12823 members 
Mstep: Class 16 contains 214284 members 
Mstep: Class 17 contains 1018 members 
Mstep: Class 18 contains 28407 members 
Mstep: Class 19 contains 981 members 
Mstep: Class 20 contains 4336 members 
Mstep: Class 21 contains 19008 members 
Mstep: Class 22 contains 10738 members 
Mstep: Class 23 contains 5180 members 
Mstep: Class 24 contains 43811 members 
Mstep: Class 25 contains 9933 members 
Mstep: Class 26 contains 1787 members 
Mstep: Class 27 contains 3385 members 
Mstep: Class 28 contains 24285 members 
Mstep: Class 29 contains 18984 members 
Mstep: Class 30 contains 25197 members 
Mstep: Class 31 contains 9941 members 
Mstep: Class 32 contains 9556 members 
Mstep: Class 33 contains 19287 members 
Mstep: Class 34 contains 1115 members 
Mstep: Class 35 contains 3988 members 
Mstep: Class 36 contains 2120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155655152.000000 Penalty: 126091.726562
Iteration 102Q: 37 clusters Score -1.556552e+08 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 240622 members 
Mstep: Class 2 contains 10379 members 
Mstep: Class 3 contains 91259 members 
Mstep: Class 4 contains 100781 members 
Mstep: Class 5 contains 4604 members 
Mstep: Class 6 contains 4118 members 
Mstep: Class 7 contains 5921 members 
Mstep: Class 8 contains 11177 members 
Mstep: Class 9 contains 18714 members 
Mstep: Class 10 contains 1316 members 
Mstep: Class 11 contains 24985 members 
Mstep: Class 12 contains 221935 members 
Mstep: Class 13 contains 113007 members 
Mstep: Class 14 contains 40973 members 
Mstep: Class 15 contains 12824 members 
Mstep: Class 16 contains 214243 members 
Mstep: Class 17 contains 1017 members 
Mstep: Class 18 contains 28366 members 
Mstep: Class 19 contains 981 members 
Mstep: Class 20 contains 4336 members 
Mstep: Class 21 contains 19017 members 
Mstep: Class 22 contains 10719 members 
Mstep: Class 23 contains 5185 members 
Mstep: Class 24 contains 43663 members 
Mstep: Class 25 contains 9930 members 
Mstep: Class 26 contains 1805 members 
Mstep: Class 27 contains 3392 members 
Mstep: Class 28 contains 24492 members 
Mstep: Class 29 contains 19228 members 
Mstep: Class 30 contains 25191 members 
Mstep: Class 31 contains 9955 members 
Mstep: Class 32 contains 9577 members 
Mstep: Class 33 contains 19309 members 
Mstep: Class 34 contains 1115 members 
Mstep: Class 35 contains 3989 members 
Mstep: Class 36 contains 2121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155655824.000000 Penalty: 126091.726562
Iteration 103Q: 37 clusters Score -1.556558e+08 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 240581 members 
Mstep: Class 2 contains 10396 members 
Mstep: Class 3 contains 91103 members 
Mstep: Class 4 contains 100266 members 
Mstep: Class 5 contains 4647 members 
Mstep: Class 6 contains 4097 members 
Mstep: Class 7 contains 5938 members 
Mstep: Class 8 contains 11166 members 
Mstep: Class 9 contains 18714 members 
Mstep: Class 10 contains 1316 members 
Mstep: Class 11 contains 25120 members 
Mstep: Class 12 contains 222164 members 
Mstep: Class 13 contains 113044 members 
Mstep: Class 14 contains 40976 members 
Mstep: Class 15 contains 12824 members 
Mstep: Class 16 contains 214219 members 
Mstep: Class 17 contains 1018 members 
Mstep: Class 18 contains 28331 members 
Mstep: Class 19 contains 981 members 
Mstep: Class 20 contains 4336 members 
Mstep: Class 21 contains 19020 members 
Mstep: Class 22 contains 10697 members 
Mstep: Class 23 contains 5186 members 
Mstep: Class 24 contains 43524 members 
Mstep: Class 25 contains 9930 members 
Mstep: Class 26 contains 1826 members 
Mstep: Class 27 contains 3401 members 
Mstep: Class 28 contains 24663 members 
Mstep: Class 29 contains 19465 members 
Mstep: Class 30 contains 25183 members 
Mstep: Class 31 contains 9969 members 
Mstep: Class 32 contains 9590 members 
Mstep: Class 33 contains 19328 members 
Mstep: Class 34 contains 1115 members 
Mstep: Class 35 contains 3991 members 
Mstep: Class 36 contains 2121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155656368.000000 Penalty: 126091.726562
Iteration 104Q: 37 clusters Score -1.556564e+08 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 240533 members 
Mstep: Class 2 contains 10402 members 
Mstep: Class 3 contains 90932 members 
Mstep: Class 4 contains 99700 members 
Mstep: Class 5 contains 4685 members 
Mstep: Class 6 contains 4078 members 
Mstep: Class 7 contains 5955 members 
Mstep: Class 8 contains 11155 members 
Mstep: Class 9 contains 18719 members 
Mstep: Class 10 contains 1316 members 
Mstep: Class 11 contains 25319 members 
Mstep: Class 12 contains 222394 members 
Mstep: Class 13 contains 113071 members 
Mstep: Class 14 contains 40977 members 
Mstep: Class 15 contains 12826 members 
Mstep: Class 16 contains 214202 members 
Mstep: Class 17 contains 1019 members 
Mstep: Class 18 contains 28300 members 
Mstep: Class 19 contains 981 members 
Mstep: Class 20 contains 4335 members 
Mstep: Class 21 contains 19037 members 
Mstep: Class 22 contains 10685 members 
Mstep: Class 23 contains 5192 members 
Mstep: Class 24 contains 43420 members 
Mstep: Class 25 contains 9928 members 
Mstep: Class 26 contains 1845 members 
Mstep: Class 27 contains 3406 members 
Mstep: Class 28 contains 24812 members 
Mstep: Class 29 contains 19680 members 
Mstep: Class 30 contains 25178 members 
Mstep: Class 31 contains 9985 members 
Mstep: Class 32 contains 9603 members 
Mstep: Class 33 contains 19345 members 
Mstep: Class 34 contains 1115 members 
Mstep: Class 35 contains 3995 members 
Mstep: Class 36 contains 2121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155656832.000000 Penalty: 126091.726562
Iteration 105Q: 37 clusters Score -1.556568e+08 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 240508 members 
Mstep: Class 2 contains 10403 members 
Mstep: Class 3 contains 90765 members 
Mstep: Class 4 contains 99106 members 
Mstep: Class 5 contains 4724 members 
Mstep: Class 6 contains 4067 members 
Mstep: Class 7 contains 5961 members 
Mstep: Class 8 contains 11147 members 
Mstep: Class 9 contains 18724 members 
Mstep: Class 10 contains 1316 members 
Mstep: Class 11 contains 25546 members 
Mstep: Class 12 contains 222604 members 
Mstep: Class 13 contains 113089 members 
Mstep: Class 14 contains 40977 members 
Mstep: Class 15 contains 12826 members 
Mstep: Class 16 contains 214196 members 
Mstep: Class 17 contains 1018 members 
Mstep: Class 18 contains 28274 members 
Mstep: Class 19 contains 981 members 
Mstep: Class 20 contains 4334 members 
Mstep: Class 21 contains 19054 members 
Mstep: Class 22 contains 10674 members 
Mstep: Class 23 contains 5202 members 
Mstep: Class 24 contains 43328 members 
Mstep: Class 25 contains 9923 members 
Mstep: Class 26 contains 1860 members 
Mstep: Class 27 contains 3406 members 
Mstep: Class 28 contains 24956 members 
Mstep: Class 29 contains 19882 members 
Mstep: Class 30 contains 25178 members 
Mstep: Class 31 contains 10005 members 
Mstep: Class 32 contains 9619 members 
Mstep: Class 33 contains 19358 members 
Mstep: Class 34 contains 1115 members 
Mstep: Class 35 contains 3999 members 
Mstep: Class 36 contains 2121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155657568.000000 Penalty: 126091.726562
Iteration 106Q: 37 clusters Score -1.556576e+08 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 240477 members 
Mstep: Class 2 contains 10406 members 
Mstep: Class 3 contains 90627 members 
Mstep: Class 4 contains 98553 members 
Mstep: Class 5 contains 4760 members 
Mstep: Class 6 contains 4057 members 
Mstep: Class 7 contains 5972 members 
Mstep: Class 8 contains 11141 members 
Mstep: Class 9 contains 18733 members 
Mstep: Class 10 contains 1316 members 
Mstep: Class 11 contains 25765 members 
Mstep: Class 12 contains 222827 members 
Mstep: Class 13 contains 113113 members 
Mstep: Class 14 contains 40968 members 
Mstep: Class 15 contains 12825 members 
Mstep: Class 16 contains 214177 members 
Mstep: Class 17 contains 1017 members 
Mstep: Class 18 contains 28249 members 
Mstep: Class 19 contains 981 members 
Mstep: Class 20 contains 4335 members 
Mstep: Class 21 contains 19061 members 
Mstep: Class 22 contains 10665 members 
Mstep: Class 23 contains 5214 members 
Mstep: Class 24 contains 43194 members 
Mstep: Class 25 contains 9924 members 
Mstep: Class 26 contains 1876 members 
Mstep: Class 27 contains 3407 members 
Mstep: Class 28 contains 25110 members 
Mstep: Class 29 contains 20067 members 
Mstep: Class 30 contains 25181 members 
Mstep: Class 31 contains 10012 members 
Mstep: Class 32 contains 9631 members 
Mstep: Class 33 contains 19370 members 
Mstep: Class 34 contains 1115 members 
Mstep: Class 35 contains 3999 members 
Mstep: Class 36 contains 2121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155657568.000000 Penalty: 126091.726562
Iteration 107Q: 37 clusters Score -1.556576e+08 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 240428 members 
Mstep: Class 2 contains 10406 members 
Mstep: Class 3 contains 90486 members 
Mstep: Class 4 contains 97953 members 
Mstep: Class 5 contains 4801 members 
Mstep: Class 6 contains 4042 members 
Mstep: Class 7 contains 5984 members 
Mstep: Class 8 contains 11138 members 
Mstep: Class 9 contains 18728 members 
Mstep: Class 10 contains 1316 members 
Mstep: Class 11 contains 25996 members 
Mstep: Class 12 contains 223038 members 
Mstep: Class 13 contains 113134 members 
Mstep: Class 14 contains 40966 members 
Mstep: Class 15 contains 12819 members 
Mstep: Class 16 contains 214167 members 
Mstep: Class 17 contains 1017 members 
Mstep: Class 18 contains 28224 members 
Mstep: Class 19 contains 980 members 
Mstep: Class 20 contains 4335 members 
Mstep: Class 21 contains 19086 members 
Mstep: Class 22 contains 10658 members 
Mstep: Class 23 contains 5221 members 
Mstep: Class 24 contains 43042 members 
Mstep: Class 25 contains 9928 members 
Mstep: Class 26 contains 1884 members 
Mstep: Class 27 contains 3412 members 
Mstep: Class 28 contains 25279 members 
Mstep: Class 29 contains 20305 members 
Mstep: Class 30 contains 25180 members 
Mstep: Class 31 contains 10036 members 
Mstep: Class 32 contains 9639 members 
Mstep: Class 33 contains 19383 members 
Mstep: Class 34 contains 1115 members 
Mstep: Class 35 contains 3999 members 
Mstep: Class 36 contains 2121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155657792.000000 Penalty: 126091.726562
Iteration 108Q: 37 clusters Score -1.556578e+08 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 240379 members 
Mstep: Class 2 contains 10403 members 
Mstep: Class 3 contains 90347 members 
Mstep: Class 4 contains 97325 members 
Mstep: Class 5 contains 4831 members 
Mstep: Class 6 contains 4032 members 
Mstep: Class 7 contains 6001 members 
Mstep: Class 8 contains 11134 members 
Mstep: Class 9 contains 18740 members 
Mstep: Class 10 contains 1316 members 
Mstep: Class 11 contains 26260 members 
Mstep: Class 12 contains 223271 members 
Mstep: Class 13 contains 113165 members 
Mstep: Class 14 contains 40963 members 
Mstep: Class 15 contains 12812 members 
Mstep: Class 16 contains 214171 members 
Mstep: Class 17 contains 1017 members 
Mstep: Class 18 contains 28197 members 
Mstep: Class 19 contains 980 members 
Mstep: Class 20 contains 4334 members 
Mstep: Class 21 contains 19085 members 
Mstep: Class 22 contains 10646 members 
Mstep: Class 23 contains 5229 members 
Mstep: Class 24 contains 42876 members 
Mstep: Class 25 contains 9933 members 
Mstep: Class 26 contains 1888 members 
Mstep: Class 27 contains 3417 members 
Mstep: Class 28 contains 25434 members 
Mstep: Class 29 contains 20540 members 
Mstep: Class 30 contains 25185 members 
Mstep: Class 31 contains 10055 members 
Mstep: Class 32 contains 9647 members 
Mstep: Class 33 contains 19398 members 
Mstep: Class 34 contains 1115 members 
Mstep: Class 35 contains 3999 members 
Mstep: Class 36 contains 2121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155658480.000000 Penalty: 126091.726562
Iteration 109Q: 37 clusters Score -1.556585e+08 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 240313 members 
Mstep: Class 2 contains 10405 members 
Mstep: Class 3 contains 90184 members 
Mstep: Class 4 contains 96674 members 
Mstep: Class 5 contains 4850 members 
Mstep: Class 6 contains 4021 members 
Mstep: Class 7 contains 6017 members 
Mstep: Class 8 contains 11129 members 
Mstep: Class 9 contains 18758 members 
Mstep: Class 10 contains 1316 members 
Mstep: Class 11 contains 26557 members 
Mstep: Class 12 contains 223519 members 
Mstep: Class 13 contains 113213 members 
Mstep: Class 14 contains 40962 members 
Mstep: Class 15 contains 12809 members 
Mstep: Class 16 contains 214181 members 
Mstep: Class 17 contains 1017 members 
Mstep: Class 18 contains 28179 members 
Mstep: Class 19 contains 980 members 
Mstep: Class 20 contains 4335 members 
Mstep: Class 21 contains 19069 members 
Mstep: Class 22 contains 10636 members 
Mstep: Class 23 contains 5232 members 
Mstep: Class 24 contains 42663 members 
Mstep: Class 25 contains 9933 members 
Mstep: Class 26 contains 1897 members 
Mstep: Class 27 contains 3423 members 
Mstep: Class 28 contains 25608 members 
Mstep: Class 29 contains 20791 members 
Mstep: Class 30 contains 25203 members 
Mstep: Class 31 contains 10075 members 
Mstep: Class 32 contains 9652 members 
Mstep: Class 33 contains 19410 members 
Mstep: Class 34 contains 1115 members 
Mstep: Class 35 contains 3999 members 
Mstep: Class 36 contains 2121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155658448.000000 Penalty: 126091.726562
Iteration 110Q: 37 clusters Score -1.556584e+08 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 240251 members 
Mstep: Class 2 contains 10405 members 
Mstep: Class 3 contains 90046 members 
Mstep: Class 4 contains 95951 members 
Mstep: Class 5 contains 4873 members 
Mstep: Class 6 contains 4016 members 
Mstep: Class 7 contains 6028 members 
Mstep: Class 8 contains 11127 members 
Mstep: Class 9 contains 18760 members 
Mstep: Class 10 contains 1316 members 
Mstep: Class 11 contains 26897 members 
Mstep: Class 12 contains 223796 members 
Mstep: Class 13 contains 113256 members 
Mstep: Class 14 contains 40963 members 
Mstep: Class 15 contains 12803 members 
Mstep: Class 16 contains 214177 members 
Mstep: Class 17 contains 1017 members 
Mstep: Class 18 contains 28154 members 
Mstep: Class 19 contains 979 members 
Mstep: Class 20 contains 4336 members 
Mstep: Class 21 contains 19044 members 
Mstep: Class 22 contains 10633 members 
Mstep: Class 23 contains 5235 members 
Mstep: Class 24 contains 42450 members 
Mstep: Class 25 contains 9935 members 
Mstep: Class 26 contains 1905 members 
Mstep: Class 27 contains 3425 members 
Mstep: Class 28 contains 25753 members 
Mstep: Class 29 contains 21076 members 
Mstep: Class 30 contains 25225 members 
Mstep: Class 31 contains 10095 members 
Mstep: Class 32 contains 9662 members 
Mstep: Class 33 contains 19422 members 
Mstep: Class 34 contains 1115 members 
Mstep: Class 35 contains 3999 members 
Mstep: Class 36 contains 2121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155658752.000000 Penalty: 126091.726562
Iteration 111Q: 37 clusters Score -1.556588e+08 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 240224 members 
Mstep: Class 2 contains 10409 members 
Mstep: Class 3 contains 89919 members 
Mstep: Class 4 contains 95116 members 
Mstep: Class 5 contains 4901 members 
Mstep: Class 6 contains 4016 members 
Mstep: Class 7 contains 6040 members 
Mstep: Class 8 contains 11127 members 
Mstep: Class 9 contains 18763 members 
Mstep: Class 10 contains 1316 members 
Mstep: Class 11 contains 27269 members 
Mstep: Class 12 contains 224096 members 
Mstep: Class 13 contains 113292 members 
Mstep: Class 14 contains 40960 members 
Mstep: Class 15 contains 12805 members 
Mstep: Class 16 contains 214155 members 
Mstep: Class 17 contains 1017 members 
Mstep: Class 18 contains 28134 members 
Mstep: Class 19 contains 978 members 
Mstep: Class 20 contains 4336 members 
Mstep: Class 21 contains 19031 members 
Mstep: Class 22 contains 10629 members 
Mstep: Class 23 contains 5236 members 
Mstep: Class 24 contains 42248 members 
Mstep: Class 25 contains 9937 members 
Mstep: Class 26 contains 1909 members 
Mstep: Class 27 contains 3421 members 
Mstep: Class 28 contains 25872 members 
Mstep: Class 29 contains 21385 members 
Mstep: Class 30 contains 25248 members 
Mstep: Class 31 contains 10120 members 
Mstep: Class 32 contains 9667 members 
Mstep: Class 33 contains 19434 members 
Mstep: Class 34 contains 1115 members 
Mstep: Class 35 contains 4000 members 
Mstep: Class 36 contains 2121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155658960.000000 Penalty: 126091.726562
Iteration 112Q: 37 clusters Score -1.55659e+08 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 240167 members 
Mstep: Class 2 contains 10415 members 
Mstep: Class 3 contains 89791 members 
Mstep: Class 4 contains 94290 members 
Mstep: Class 5 contains 4921 members 
Mstep: Class 6 contains 4013 members 
Mstep: Class 7 contains 6061 members 
Mstep: Class 8 contains 11126 members 
Mstep: Class 9 contains 18777 members 
Mstep: Class 10 contains 1316 members 
Mstep: Class 11 contains 27687 members 
Mstep: Class 12 contains 224385 members 
Mstep: Class 13 contains 113330 members 
Mstep: Class 14 contains 40958 members 
Mstep: Class 15 contains 12808 members 
Mstep: Class 16 contains 214124 members 
Mstep: Class 17 contains 1017 members 
Mstep: Class 18 contains 28113 members 
Mstep: Class 19 contains 978 members 
Mstep: Class 20 contains 4336 members 
Mstep: Class 21 contains 19028 members 
Mstep: Class 22 contains 10629 members 
Mstep: Class 23 contains 5242 members 
Mstep: Class 24 contains 42054 members 
Mstep: Class 25 contains 9942 members 
Mstep: Class 26 contains 1917 members 
Mstep: Class 27 contains 3424 members 
Mstep: Class 28 contains 25977 members 
Mstep: Class 29 contains 21659 members 
Mstep: Class 30 contains 25263 members 
Mstep: Class 31 contains 10145 members 
Mstep: Class 32 contains 9676 members 
Mstep: Class 33 contains 19441 members 
Mstep: Class 34 contains 1115 members 
Mstep: Class 35 contains 4000 members 
Mstep: Class 36 contains 2121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155659040.000000 Penalty: 126091.726562
Iteration 113Q: 37 clusters Score -1.55659e+08 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 240140 members 
Mstep: Class 2 contains 10412 members 
Mstep: Class 3 contains 89658 members 
Mstep: Class 4 contains 93397 members 
Mstep: Class 5 contains 4938 members 
Mstep: Class 6 contains 4021 members 
Mstep: Class 7 contains 6074 members 
Mstep: Class 8 contains 11125 members 
Mstep: Class 9 contains 18781 members 
Mstep: Class 10 contains 1316 members 
Mstep: Class 11 contains 28190 members 
Mstep: Class 12 contains 224675 members 
Mstep: Class 13 contains 113363 members 
Mstep: Class 14 contains 40956 members 
Mstep: Class 15 contains 12816 members 
Mstep: Class 16 contains 214095 members 
Mstep: Class 17 contains 1017 members 
Mstep: Class 18 contains 28098 members 
Mstep: Class 19 contains 977 members 
Mstep: Class 20 contains 4336 members 
Mstep: Class 21 contains 18998 members 
Mstep: Class 22 contains 10624 members 
Mstep: Class 23 contains 5256 members 
Mstep: Class 24 contains 41865 members 
Mstep: Class 25 contains 9943 members 
Mstep: Class 26 contains 1924 members 
Mstep: Class 27 contains 3428 members 
Mstep: Class 28 contains 26089 members 
Mstep: Class 29 contains 21919 members 
Mstep: Class 30 contains 25279 members 
Mstep: Class 31 contains 10169 members 
Mstep: Class 32 contains 9685 members 
Mstep: Class 33 contains 19446 members 
Mstep: Class 34 contains 1115 members 
Mstep: Class 35 contains 4000 members 
Mstep: Class 36 contains 2121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155659536.000000 Penalty: 126091.726562
Iteration 114Q: 37 clusters Score -1.556595e+08 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 240087 members 
Mstep: Class 2 contains 10410 members 
Mstep: Class 3 contains 89532 members 
Mstep: Class 4 contains 92467 members 
Mstep: Class 5 contains 4946 members 
Mstep: Class 6 contains 4020 members 
Mstep: Class 7 contains 6082 members 
Mstep: Class 8 contains 11124 members 
Mstep: Class 9 contains 18794 members 
Mstep: Class 10 contains 1316 members 
Mstep: Class 11 contains 28738 members 
Mstep: Class 12 contains 224986 members 
Mstep: Class 13 contains 113394 members 
Mstep: Class 14 contains 40952 members 
Mstep: Class 15 contains 12814 members 
Mstep: Class 16 contains 214058 members 
Mstep: Class 17 contains 1017 members 
Mstep: Class 18 contains 28080 members 
Mstep: Class 19 contains 976 members 
Mstep: Class 20 contains 4336 members 
Mstep: Class 21 contains 18972 members 
Mstep: Class 22 contains 10609 members 
Mstep: Class 23 contains 5264 members 
Mstep: Class 24 contains 41664 members 
Mstep: Class 25 contains 9946 members 
Mstep: Class 26 contains 1932 members 
Mstep: Class 27 contains 3430 members 
Mstep: Class 28 contains 26203 members 
Mstep: Class 29 contains 22221 members 
Mstep: Class 30 contains 25306 members 
Mstep: Class 31 contains 10188 members 
Mstep: Class 32 contains 9691 members 
Mstep: Class 33 contains 19454 members 
Mstep: Class 34 contains 1115 members 
Mstep: Class 35 contains 4001 members 
Mstep: Class 36 contains 2121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155659936.000000 Penalty: 126091.726562
Iteration 115Q: 37 clusters Score -1.556599e+08 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 240008 members 
Mstep: Class 2 contains 10419 members 
Mstep: Class 3 contains 89376 members 
Mstep: Class 4 contains 91482 members 
Mstep: Class 5 contains 4957 members 
Mstep: Class 6 contains 4025 members 
Mstep: Class 7 contains 6091 members 
Mstep: Class 8 contains 11124 members 
Mstep: Class 9 contains 18814 members 
Mstep: Class 10 contains 1316 members 
Mstep: Class 11 contains 29311 members 
Mstep: Class 12 contains 225338 members 
Mstep: Class 13 contains 113448 members 
Mstep: Class 14 contains 40950 members 
Mstep: Class 15 contains 12808 members 
Mstep: Class 16 contains 214006 members 
Mstep: Class 17 contains 1017 members 
Mstep: Class 18 contains 28059 members 
Mstep: Class 19 contains 977 members 
Mstep: Class 20 contains 4336 members 
Mstep: Class 21 contains 18939 members 
Mstep: Class 22 contains 10575 members 
Mstep: Class 23 contains 5271 members 
Mstep: Class 24 contains 41477 members 
Mstep: Class 25 contains 9944 members 
Mstep: Class 26 contains 1939 members 
Mstep: Class 27 contains 3433 members 
Mstep: Class 28 contains 26366 members 
Mstep: Class 29 contains 22512 members 
Mstep: Class 30 contains 25315 members 
Mstep: Class 31 contains 10208 members 
Mstep: Class 32 contains 9702 members 
Mstep: Class 33 contains 19465 members 
Mstep: Class 34 contains 1115 members 
Mstep: Class 35 contains 4002 members 
Mstep: Class 36 contains 2121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155660192.000000 Penalty: 126091.726562
Iteration 116Q: 37 clusters Score -1.556602e+08 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 239996 members 
Mstep: Class 2 contains 10420 members 
Mstep: Class 3 contains 89220 members 
Mstep: Class 4 contains 90603 members 
Mstep: Class 5 contains 4970 members 
Mstep: Class 6 contains 4028 members 
Mstep: Class 7 contains 6104 members 
Mstep: Class 8 contains 11122 members 
Mstep: Class 9 contains 18841 members 
Mstep: Class 10 contains 1316 members 
Mstep: Class 11 contains 29831 members 
Mstep: Class 12 contains 225566 members 
Mstep: Class 13 contains 113487 members 
Mstep: Class 14 contains 40951 members 
Mstep: Class 15 contains 12807 members 
Mstep: Class 16 contains 213975 members 
Mstep: Class 17 contains 1017 members 
Mstep: Class 18 contains 28035 members 
Mstep: Class 19 contains 976 members 
Mstep: Class 20 contains 4335 members 
Mstep: Class 21 contains 18907 members 
Mstep: Class 22 contains 10552 members 
Mstep: Class 23 contains 5279 members 
Mstep: Class 24 contains 41273 members 
Mstep: Class 25 contains 9945 members 
Mstep: Class 26 contains 1944 members 
Mstep: Class 27 contains 3433 members 
Mstep: Class 28 contains 26505 members 
Mstep: Class 29 contains 22812 members 
Mstep: Class 30 contains 25329 members 
Mstep: Class 31 contains 10238 members 
Mstep: Class 32 contains 9714 members 
Mstep: Class 33 contains 19477 members 
Mstep: Class 34 contains 1115 members 
Mstep: Class 35 contains 4002 members 
Mstep: Class 36 contains 2121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155659808.000000 Penalty: 126091.726562
Iteration 117Q: 37 clusters Score -1.556598e+08 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 239981 members 
Mstep: Class 2 contains 10418 members 
Mstep: Class 3 contains 89070 members 
Mstep: Class 4 contains 89707 members 
Mstep: Class 5 contains 4979 members 
Mstep: Class 6 contains 4038 members 
Mstep: Class 7 contains 6109 members 
Mstep: Class 8 contains 11119 members 
Mstep: Class 9 contains 18857 members 
Mstep: Class 10 contains 1316 members 
Mstep: Class 11 contains 30374 members 
Mstep: Class 12 contains 225801 members 
Mstep: Class 13 contains 113536 members 
Mstep: Class 14 contains 40944 members 
Mstep: Class 15 contains 12806 members 
Mstep: Class 16 contains 213926 members 
Mstep: Class 17 contains 1017 members 
Mstep: Class 18 contains 28007 members 
Mstep: Class 19 contains 974 members 
Mstep: Class 20 contains 4335 members 
Mstep: Class 21 contains 18860 members 
Mstep: Class 22 contains 10537 members 
Mstep: Class 23 contains 5285 members 
Mstep: Class 24 contains 41063 members 
Mstep: Class 25 contains 9948 members 
Mstep: Class 26 contains 1949 members 
Mstep: Class 27 contains 3432 members 
Mstep: Class 28 contains 26630 members 
Mstep: Class 29 contains 23162 members 
Mstep: Class 30 contains 25341 members 
Mstep: Class 31 contains 10271 members 
Mstep: Class 32 contains 9727 members 
Mstep: Class 33 contains 19489 members 
Mstep: Class 34 contains 1115 members 
Mstep: Class 35 contains 4002 members 
Mstep: Class 36 contains 2121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155660832.000000 Penalty: 126091.726562
Iteration 118Q: 37 clusters Score -1.556608e+08 nChanged 2730
Entering ConstructFrom: 
Score: -155660832.000000 Penalty: 126091.726562
Entering ConstructFrom: 
Trying to split cluster 1 (239962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239962 members 
Entering Unmasked Estep 
Score: -28300878.000000 Penalty: 3072.282471
	Iteration 0F: 2 clusters Score -2.830088e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120195 members 
Mstep: Class 2 contains 119767 members 
Entering Unmasked Estep 
Score: -28148134.000000 Penalty: 6144.564941
	Iteration 0F: 3 clusters Score -2.814813e+07 nChanged 116054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121331 members 
Mstep: Class 2 contains 118631 members 
Entering Unmasked Estep 
Score: -28216582.000000 Penalty: 6144.564941
	Iteration 1F: 3 clusters Score -2.821658e+07 nChanged 7500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121663 members 
Mstep: Class 2 contains 118299 members 
Entering Unmasked Estep 
Score: -28218772.000000 Penalty: 6144.564941
	Iteration 2Q: 3 clusters Score -2.821877e+07 nChanged 8870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121933 members 
Mstep: Class 2 contains 118029 members 
Entering Unmasked Estep 
Score: -28221716.000000 Penalty: 6144.564941
	Iteration 3Q: 3 clusters Score -2.822172e+07 nChanged 10575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122210 members 
Mstep: Class 2 contains 117752 members 
Entering Unmasked Estep 
Score: -28226326.000000 Penalty: 6144.564941
	Iteration 4Q: 3 clusters Score -2.822633e+07 nChanged 12472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122838 members 
Mstep: Class 2 contains 117124 members 
Entering Unmasked Estep 
Score: -28232608.000000 Penalty: 6144.564941
	Iteration 5F: 3 clusters Score -2.823261e+07 nChanged 13491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124035 members 
Mstep: Class 2 contains 115927 members 
Entering Unmasked Estep 
Score: -28239778.000000 Penalty: 6144.564941
	Iteration 6F: 3 clusters Score -2.823978e+07 nChanged 13169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126074 members 
Mstep: Class 2 contains 113888 members 
Entering Unmasked Estep 
Score: -28245736.000000 Penalty: 6144.564941
	Iteration 7F: 3 clusters Score -2.824574e+07 nChanged 11851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128929 members 
Mstep: Class 2 contains 111033 members 
Entering Unmasked Estep 
Score: -28250850.000000 Penalty: 6144.564941
	Iteration 8Q: 3 clusters Score -2.825085e+07 nChanged 10185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132922 members 
Mstep: Class 2 contains 107040 members 
Entering Unmasked Estep 
Score: -28254758.000000 Penalty: 6144.564941
	Iteration 9Q: 3 clusters Score -2.825476e+07 nChanged 8522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137972 members 
Mstep: Class 2 contains 101990 members 
Entering Unmasked Estep 
Score: -28258030.000000 Penalty: 6144.564941
	Iteration 10Q: 3 clusters Score -2.825803e+07 nChanged 8081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144281 members 
Mstep: Class 2 contains 95681 members 
Entering Unmasked Estep 
Score: -28260936.000000 Penalty: 6144.564941
	Iteration 11Q: 3 clusters Score -2.826094e+07 nChanged 8228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151783 members 
Mstep: Class 2 contains 88179 members 
Entering Unmasked Estep 
Score: -28264250.000000 Penalty: 6144.564941
	Iteration 12Q: 3 clusters Score -2.826425e+07 nChanged 8963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160480 members 
Mstep: Class 2 contains 79482 members 
Entering Unmasked Estep 
Score: -28268090.000000 Penalty: 6144.564941
	Iteration 13Q: 3 clusters Score -2.826809e+07 nChanged 9717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170137 members 
Mstep: Class 2 contains 69825 members 
Entering Unmasked Estep 
Score: -28272280.000000 Penalty: 6144.564941
	Iteration 14Q: 3 clusters Score -2.827228e+07 nChanged 10196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180315 members 
Mstep: Class 2 contains 59647 members 
Entering Unmasked Estep 
Score: -28276726.000000 Penalty: 6144.564941
	Iteration 15Q: 3 clusters Score -2.827673e+07 nChanged 10239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190554 members 
Mstep: Class 2 contains 49408 members 
Entering Unmasked Estep 
Score: -28281112.000000 Penalty: 6144.564941
	Iteration 16Q: 3 clusters Score -2.828111e+07 nChanged 9817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200371 members 
Mstep: Class 2 contains 39591 members 
Entering Unmasked Estep 
Score: -28285114.000000 Penalty: 6144.564941
	Iteration 17Q: 3 clusters Score -2.828511e+07 nChanged 8758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209129 members 
Mstep: Class 2 contains 30833 members 
Entering Unmasked Estep 
Score: -28288692.000000 Penalty: 6144.564941
	Iteration 18Q: 3 clusters Score -2.828869e+07 nChanged 7468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216597 members 
Mstep: Class 2 contains 23365 members 
Entering Unmasked Estep 
Score: -28291762.000000 Penalty: 6144.564941
	Iteration 19Q: 3 clusters Score -2.829176e+07 nChanged 5907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222504 members 
Mstep: Class 2 contains 17458 members 
Entering Unmasked Estep 
Score: -28294158.000000 Penalty: 6144.564941
	Iteration 20F: 3 clusters Score -2.829416e+07 nChanged 4357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226861 members 
Mstep: Class 2 contains 13101 members 
Entering Unmasked Estep 
Score: -28295468.000000 Penalty: 6144.564941
	Iteration 21Q: 3 clusters Score -2.829547e+07 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229963 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -28296558.000000 Penalty: 6144.564941
	Iteration 22Q: 3 clusters Score -2.829656e+07 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232137 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -28297266.000000 Penalty: 6144.564941
	Iteration 23Q: 3 clusters Score -2.829727e+07 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233737 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -28297620.000000 Penalty: 6144.564941
	Iteration 24Q: 3 clusters Score -2.829762e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234818 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -28297820.000000 Penalty: 6144.564941
	Iteration 25Q: 3 clusters Score -2.829782e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235544 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -28298166.000000 Penalty: 6144.564941
	Iteration 26Q: 3 clusters Score -2.829817e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236069 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -28298416.000000 Penalty: 6144.564941
	Iteration 27Q: 3 clusters Score -2.829842e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236474 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -28298460.000000 Penalty: 6144.564941
	Iteration 28Q: 3 clusters Score -2.829846e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236782 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -28298418.000000 Penalty: 6144.564941
	Iteration 29Q: 3 clusters Score -2.829842e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237044 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -28298524.000000 Penalty: 6144.564941
	Iteration 30Q: 3 clusters Score -2.829852e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237228 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -28298568.000000 Penalty: 6144.564941
	Iteration 31Q: 3 clusters Score -2.829857e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237388 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -28298584.000000 Penalty: 6144.564941
	Iteration 32Q: 3 clusters Score -2.829858e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237509 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -28298614.000000 Penalty: 6144.564941
	Iteration 33Q: 3 clusters Score -2.829861e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237620 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -28298626.000000 Penalty: 6144.564941
	Iteration 34Q: 3 clusters Score -2.829863e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237706 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -28298682.000000 Penalty: 6144.564941
	Iteration 35Q: 3 clusters Score -2.829868e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237788 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -28298662.000000 Penalty: 6144.564941
	Iteration 36Q: 3 clusters Score -2.829866e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237860 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -28298636.000000 Penalty: 6144.564941
	Iteration 37Q: 3 clusters Score -2.829864e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237909 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -28298696.000000 Penalty: 6144.564941
	Iteration 38Q: 3 clusters Score -2.82987e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237957 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -28298694.000000 Penalty: 6144.564941
	Iteration 39Q: 3 clusters Score -2.829869e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237986 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -28298724.000000 Penalty: 6144.564941
	Iteration 40F: 3 clusters Score -2.829872e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238010 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -28298720.000000 Penalty: 6144.564941
	Iteration 41Q: 3 clusters Score -2.829872e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238028 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -28298730.000000 Penalty: 6144.564941
	Iteration 42Q: 3 clusters Score -2.829873e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238042 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -28298708.000000 Penalty: 6144.564941
	Iteration 43Q: 3 clusters Score -2.829871e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238048 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -28298700.000000 Penalty: 6144.564941
	Iteration 44Q: 3 clusters Score -2.82987e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238054 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -28298714.000000 Penalty: 6144.564941
	Iteration 45Q: 3 clusters Score -2.829871e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238063 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -28298710.000000 Penalty: 6144.564941
	Iteration 46Q: 3 clusters Score -2.829871e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238071 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -28298714.000000 Penalty: 6144.564941
	Iteration 47Q: 3 clusters Score -2.829871e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238085 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -28298708.000000 Penalty: 6144.564941
	Iteration 48Q: 3 clusters Score -2.829871e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238094 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -28298740.000000 Penalty: 6144.564941
	Iteration 49Q: 3 clusters Score -2.829874e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238104 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -28298742.000000 Penalty: 6144.564941
	Iteration 50Q: 3 clusters Score -2.829874e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238107 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -28298720.000000 Penalty: 6144.564941
	Iteration 51Q: 3 clusters Score -2.829872e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238117 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -28298750.000000 Penalty: 6144.564941
	Iteration 52Q: 3 clusters Score -2.829875e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238122 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -28298730.000000 Penalty: 6144.564941
	Iteration 53Q: 3 clusters Score -2.829873e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238131 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -28298718.000000 Penalty: 6144.564941
	Iteration 54Q: 3 clusters Score -2.829872e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238141 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -28298712.000000 Penalty: 6144.564941
	Iteration 55Q: 3 clusters Score -2.829871e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238152 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -28298724.000000 Penalty: 6144.564941
	Iteration 56Q: 3 clusters Score -2.829872e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238155 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -28298732.000000 Penalty: 6144.564941
	Iteration 57Q: 3 clusters Score -2.829873e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238159 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -28298736.000000 Penalty: 6144.564941
	Iteration 58Q: 3 clusters Score -2.829874e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238159 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -28298740.000000 Penalty: 6144.564941
	Iteration 59Q: 3 clusters Score -2.829874e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238164 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -28298724.000000 Penalty: 6144.564941
	Iteration 60F: 3 clusters Score -2.829872e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238175 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -28298722.000000 Penalty: 6144.564941
	Iteration 61Q: 3 clusters Score -2.829872e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238181 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -28298726.000000 Penalty: 6144.564941
	Iteration 62Q: 3 clusters Score -2.829873e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238190 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -28298736.000000 Penalty: 6144.564941
	Iteration 63Q: 3 clusters Score -2.829874e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238194 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -28298744.000000 Penalty: 6144.564941
	Iteration 64Q: 3 clusters Score -2.829874e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238199 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -28298740.000000 Penalty: 6144.564941
	Iteration 65Q: 3 clusters Score -2.829874e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238199 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -28298748.000000 Penalty: 6144.564941
	Iteration 66Q: 3 clusters Score -2.829875e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238196 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -28298758.000000 Penalty: 6144.564941
	Iteration 67Q: 3 clusters Score -2.829876e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238196 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -28298766.000000 Penalty: 6144.564941
	Iteration 68Q: 3 clusters Score -2.829877e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238200 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -28298754.000000 Penalty: 6144.564941
	Iteration 69Q: 3 clusters Score -2.829875e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238200 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -28298752.000000 Penalty: 6144.564941
	Iteration 70Q: 3 clusters Score -2.829875e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238200 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -28298752.000000 Penalty: 6144.564941
	Iteration 71F: 3 clusters Score -2.829875e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (10417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Entering Unmasked Estep 
Score: -1194178.000000 Penalty: 2294.296143
	Iteration 0F: 2 clusters Score -1194178 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -1186239.375000 Penalty: 4588.592285
	Iteration 0F: 3 clusters Score -1186239 nChanged 4339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1188501.500000 Penalty: 4588.592285
	Iteration 1F: 3 clusters Score -1188502 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -1188772.125000 Penalty: 4588.592285
	Iteration 2F: 3 clusters Score -1188772 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -1188969.125000 Penalty: 4588.592285
	Iteration 3Q: 3 clusters Score -1188969 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -1189148.625000 Penalty: 4588.592285
	Iteration 4Q: 3 clusters Score -1189149 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -1189326.000000 Penalty: 4588.592285
	Iteration 5Q: 3 clusters Score -1189326 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -1189526.875000 Penalty: 4588.592285
	Iteration 6Q: 3 clusters Score -1189527 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -1189774.875000 Penalty: 4588.592285
	Iteration 7Q: 3 clusters Score -1189775 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -1190104.250000 Penalty: 4588.592285
	Iteration 8Q: 3 clusters Score -1190104 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -1190488.625000 Penalty: 4588.592285
	Iteration 9F: 3 clusters Score -1190489 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -1190909.500000 Penalty: 4588.592285
	Iteration 10F: 3 clusters Score -1190910 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -1191321.875000 Penalty: 4588.592285
	Iteration 11Q: 3 clusters Score -1191322 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1191729.500000 Penalty: 4588.592285
	Iteration 12Q: 3 clusters Score -1191730 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1192034.375000 Penalty: 4588.592285
	Iteration 13Q: 3 clusters Score -1192034 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1192282.500000 Penalty: 4588.592285
	Iteration 14Q: 3 clusters Score -1192282 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1192441.500000 Penalty: 4588.592285
	Iteration 15Q: 3 clusters Score -1192442 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1192536.125000 Penalty: 4588.592285
	Iteration 16Q: 3 clusters Score -1192536 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1192596.000000 Penalty: 4588.592285
	Iteration 17Q: 3 clusters Score -1192596 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1192627.375000 Penalty: 4588.592285
	Iteration 18Q: 3 clusters Score -1192627 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1192654.500000 Penalty: 4588.592285
	Iteration 19Q: 3 clusters Score -1192654 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1192672.625000 Penalty: 4588.592285
	Iteration 20F: 3 clusters Score -1192673 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1192682.625000 Penalty: 4588.592285
	Iteration 21Q: 3 clusters Score -1192683 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1192692.625000 Penalty: 4588.592285
	Iteration 22Q: 3 clusters Score -1192693 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1192699.000000 Penalty: 4588.592285
	Iteration 23Q: 3 clusters Score -1192699 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1192700.125000 Penalty: 4588.592285
	Iteration 24Q: 3 clusters Score -1192700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1192700.125000 Penalty: 4588.592285
	Iteration 25Q: 3 clusters Score -1192700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1192700.125000 Penalty: 4588.592285
	Iteration 26Q: 3 clusters Score -1192700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1192701.875000 Penalty: 4588.592285
	Iteration 27Q: 3 clusters Score -1192702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1192701.625000 Penalty: 4588.592285
	Iteration 28Q: 3 clusters Score -1192702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1192704.500000 Penalty: 4588.592285
	Iteration 29Q: 3 clusters Score -1192704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1192703.875000 Penalty: 4588.592285
	Iteration 30Q: 3 clusters Score -1192704 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1192703.875000 Penalty: 4588.592285
	Iteration 31F: 3 clusters Score -1192704 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (88909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88909 members 
Entering Unmasked Estep 
Score: -10479310.000000 Penalty: 2826.051514
	Iteration 0F: 2 clusters Score -1.047931e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44553 members 
Mstep: Class 2 contains 44356 members 
Entering Unmasked Estep 
Score: -10419957.000000 Penalty: 5652.103027
	Iteration 0F: 3 clusters Score -1.041996e+07 nChanged 41963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44416 members 
Mstep: Class 2 contains 44493 members 
Entering Unmasked Estep 
Score: -10443492.000000 Penalty: 5652.103027
	Iteration 1F: 3 clusters Score -1.044349e+07 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44508 members 
Mstep: Class 2 contains 44401 members 
Entering Unmasked Estep 
Score: -10444123.000000 Penalty: 5652.103027
	Iteration 2Q: 3 clusters Score -1.044412e+07 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44594 members 
Mstep: Class 2 contains 44315 members 
Entering Unmasked Estep 
Score: -10444734.000000 Penalty: 5652.103027
	Iteration 3Q: 3 clusters Score -1.044473e+07 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44788 members 
Mstep: Class 2 contains 44121 members 
Entering Unmasked Estep 
Score: -10445380.000000 Penalty: 5652.103027
	Iteration 4Q: 3 clusters Score -1.044538e+07 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45123 members 
Mstep: Class 2 contains 43786 members 
Entering Unmasked Estep 
Score: -10445996.000000 Penalty: 5652.103027
	Iteration 5Q: 3 clusters Score -1.0446e+07 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45644 members 
Mstep: Class 2 contains 43265 members 
Entering Unmasked Estep 
Score: -10446655.000000 Penalty: 5652.103027
	Iteration 6Q: 3 clusters Score -1.044666e+07 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46359 members 
Mstep: Class 2 contains 42550 members 
Entering Unmasked Estep 
Score: -10447443.000000 Penalty: 5652.103027
	Iteration 7Q: 3 clusters Score -1.044744e+07 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47471 members 
Mstep: Class 2 contains 41438 members 
Entering Unmasked Estep 
Score: -10448353.000000 Penalty: 5652.103027
	Iteration 8Q: 3 clusters Score -1.044835e+07 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49098 members 
Mstep: Class 2 contains 39811 members 
Entering Unmasked Estep 
Score: -10449404.000000 Penalty: 5652.103027
	Iteration 9Q: 3 clusters Score -1.04494e+07 nChanged 3443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51447 members 
Mstep: Class 2 contains 37462 members 
Entering Unmasked Estep 
Score: -10450941.000000 Penalty: 5652.103027
	Iteration 10Q: 3 clusters Score -1.045094e+07 nChanged 3822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54623 members 
Mstep: Class 2 contains 34286 members 
Entering Unmasked Estep 
Score: -10452960.000000 Penalty: 5652.103027
	Iteration 11Q: 3 clusters Score -1.045296e+07 nChanged 4482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58743 members 
Mstep: Class 2 contains 30166 members 
Entering Unmasked Estep 
Score: -10455611.000000 Penalty: 5652.103027
	Iteration 12F: 3 clusters Score -1.045561e+07 nChanged 5132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63741 members 
Mstep: Class 2 contains 25168 members 
Entering Unmasked Estep 
Score: -10459122.000000 Penalty: 5652.103027
	Iteration 13F: 3 clusters Score -1.045912e+07 nChanged 5554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69257 members 
Mstep: Class 2 contains 19652 members 
Entering Unmasked Estep 
Score: -10463329.000000 Penalty: 5652.103027
	Iteration 14F: 3 clusters Score -1.046333e+07 nChanged 5395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74636 members 
Mstep: Class 2 contains 14273 members 
Entering Unmasked Estep 
Score: -10467395.000000 Penalty: 5652.103027
	Iteration 15F: 3 clusters Score -1.04674e+07 nChanged 4564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79196 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -10470727.000000 Penalty: 5652.103027
	Iteration 16F: 3 clusters Score -1.047073e+07 nChanged 3449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82639 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -10473156.000000 Penalty: 5652.103027
	Iteration 17Q: 3 clusters Score -1.047316e+07 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84931 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -10474722.000000 Penalty: 5652.103027
	Iteration 18Q: 3 clusters Score -1.047472e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86297 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -10475583.000000 Penalty: 5652.103027
	Iteration 19Q: 3 clusters Score -1.047558e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87085 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -10476066.000000 Penalty: 5652.103027
	Iteration 20F: 3 clusters Score -1.047607e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87513 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -10476327.000000 Penalty: 5652.103027
	Iteration 21Q: 3 clusters Score -1.047633e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87765 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -10476509.000000 Penalty: 5652.103027
	Iteration 22Q: 3 clusters Score -1.047651e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87912 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -10476592.000000 Penalty: 5652.103027
	Iteration 23Q: 3 clusters Score -1.047659e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88012 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -10476649.000000 Penalty: 5652.103027
	Iteration 24Q: 3 clusters Score -1.047665e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88082 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -10476717.000000 Penalty: 5652.103027
	Iteration 25Q: 3 clusters Score -1.047672e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88125 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -10476714.000000 Penalty: 5652.103027
	Iteration 26Q: 3 clusters Score -1.047671e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88156 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -10476751.000000 Penalty: 5652.103027
	Iteration 27Q: 3 clusters Score -1.047675e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88177 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -10476784.000000 Penalty: 5652.103027
	Iteration 28Q: 3 clusters Score -1.047678e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88214 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -10476822.000000 Penalty: 5652.103027
	Iteration 29Q: 3 clusters Score -1.047682e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88234 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -10476828.000000 Penalty: 5652.103027
	Iteration 30Q: 3 clusters Score -1.047683e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88246 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -10476850.000000 Penalty: 5652.103027
	Iteration 31Q: 3 clusters Score -1.047685e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88260 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -10476878.000000 Penalty: 5652.103027
	Iteration 32Q: 3 clusters Score -1.047688e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88274 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -10476897.000000 Penalty: 5652.103027
	Iteration 33Q: 3 clusters Score -1.04769e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88288 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -10476904.000000 Penalty: 5652.103027
	Iteration 34Q: 3 clusters Score -1.04769e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88300 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -10476914.000000 Penalty: 5652.103027
	Iteration 35Q: 3 clusters Score -1.047691e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88310 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -10476923.000000 Penalty: 5652.103027
	Iteration 36Q: 3 clusters Score -1.047692e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88319 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -10476924.000000 Penalty: 5652.103027
	Iteration 37Q: 3 clusters Score -1.047692e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88326 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -10476931.000000 Penalty: 5652.103027
	Iteration 38Q: 3 clusters Score -1.047693e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88328 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -10476943.000000 Penalty: 5652.103027
	Iteration 39Q: 3 clusters Score -1.047694e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88333 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -10476942.000000 Penalty: 5652.103027
	Iteration 40F: 3 clusters Score -1.047694e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88339 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -10476932.000000 Penalty: 5652.103027
	Iteration 41Q: 3 clusters Score -1.047693e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88342 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -10476937.000000 Penalty: 5652.103027
	Iteration 42Q: 3 clusters Score -1.047694e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88341 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -10476936.000000 Penalty: 5652.103027
	Iteration 43Q: 3 clusters Score -1.047694e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88341 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -10476936.000000 Penalty: 5652.103027
	Iteration 44F: 3 clusters Score -1.047694e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (88815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88815 members 
Entering Unmasked Estep 
Score: -10428471.000000 Penalty: 2825.789062
	Iteration 0F: 2 clusters Score -1.042847e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44576 members 
Mstep: Class 2 contains 44239 members 
Entering Unmasked Estep 
Score: -10369269.000000 Penalty: 5651.578125
	Iteration 0F: 3 clusters Score -1.036927e+07 nChanged 41856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45880 members 
Mstep: Class 2 contains 42935 members 
Entering Unmasked Estep 
Score: -10392702.000000 Penalty: 5651.578125
	Iteration 1F: 3 clusters Score -1.03927e+07 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46857 members 
Mstep: Class 2 contains 41958 members 
Entering Unmasked Estep 
Score: -10393450.000000 Penalty: 5651.578125
	Iteration 2Q: 3 clusters Score -1.039345e+07 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48349 members 
Mstep: Class 2 contains 40466 members 
Entering Unmasked Estep 
Score: -10394307.000000 Penalty: 5651.578125
	Iteration 3Q: 3 clusters Score -1.039431e+07 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50646 members 
Mstep: Class 2 contains 38169 members 
Entering Unmasked Estep 
Score: -10395384.000000 Penalty: 5651.578125
	Iteration 4Q: 3 clusters Score -1.039538e+07 nChanged 3823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53875 members 
Mstep: Class 2 contains 34940 members 
Entering Unmasked Estep 
Score: -10397077.000000 Penalty: 5651.578125
	Iteration 5Q: 3 clusters Score -1.039708e+07 nChanged 4840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58413 members 
Mstep: Class 2 contains 30402 members 
Entering Unmasked Estep 
Score: -10399693.000000 Penalty: 5651.578125
	Iteration 6F: 3 clusters Score -1.039969e+07 nChanged 6046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64369 members 
Mstep: Class 2 contains 24446 members 
Entering Unmasked Estep 
Score: -10403982.000000 Penalty: 5651.578125
	Iteration 7F: 3 clusters Score -1.040398e+07 nChanged 6950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71295 members 
Mstep: Class 2 contains 17520 members 
Entering Unmasked Estep 
Score: -10409833.000000 Penalty: 5651.578125
	Iteration 8F: 3 clusters Score -1.040983e+07 nChanged 6744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78017 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -10416008.000000 Penalty: 5651.578125
	Iteration 9F: 3 clusters Score -1.041601e+07 nChanged 5092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83109 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -10420859.000000 Penalty: 5651.578125
	Iteration 10F: 3 clusters Score -1.042086e+07 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86165 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -10423730.000000 Penalty: 5651.578125
	Iteration 11Q: 3 clusters Score -1.042373e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87591 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -10425052.000000 Penalty: 5651.578125
	Iteration 12Q: 3 clusters Score -1.042505e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88163 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -10425581.000000 Penalty: 5651.578125
	Iteration 13Q: 3 clusters Score -1.042558e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88377 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -10425779.000000 Penalty: 5651.578125
	Iteration 14Q: 3 clusters Score -1.042578e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88459 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -10425874.000000 Penalty: 5651.578125
	Iteration 15Q: 3 clusters Score -1.042587e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88495 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -10425912.000000 Penalty: 5651.578125
	Iteration 16Q: 3 clusters Score -1.042591e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88506 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -10425939.000000 Penalty: 5651.578125
	Iteration 17Q: 3 clusters Score -1.042594e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88513 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -10425955.000000 Penalty: 5651.578125
	Iteration 18Q: 3 clusters Score -1.042596e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88521 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -10425968.000000 Penalty: 5651.578125
	Iteration 19Q: 3 clusters Score -1.042597e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88531 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -10425981.000000 Penalty: 5651.578125
	Iteration 20F: 3 clusters Score -1.042598e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88532 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -10425990.000000 Penalty: 5651.578125
	Iteration 21Q: 3 clusters Score -1.042599e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88538 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -10425999.000000 Penalty: 5651.578125
	Iteration 22Q: 3 clusters Score -1.0426e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88542 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -10426010.000000 Penalty: 5651.578125
	Iteration 23Q: 3 clusters Score -1.042601e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88545 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -10426008.000000 Penalty: 5651.578125
	Iteration 24Q: 3 clusters Score -1.042601e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88547 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -10426013.000000 Penalty: 5651.578125
	Iteration 25Q: 3 clusters Score -1.042601e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88547 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -10426019.000000 Penalty: 5651.578125
	Iteration 26Q: 3 clusters Score -1.042602e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88547 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -10426022.000000 Penalty: 5651.578125
	Iteration 27Q: 3 clusters Score -1.042602e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88547 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -10426022.000000 Penalty: 5651.578125
	Iteration 28F: 3 clusters Score -1.042602e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Entering Unmasked Estep 
Score: -547230.000000 Penalty: 2111.568359
	Iteration 0F: 2 clusters Score -547230 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -542797.312500 Penalty: 4223.136719
	Iteration 0F: 3 clusters Score -542797.3 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -543972.250000 Penalty: 4223.136719
	Iteration 1F: 3 clusters Score -543972.2 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -544302.375000 Penalty: 4223.136719
	Iteration 2F: 3 clusters Score -544302.4 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -544610.125000 Penalty: 4223.136719
	Iteration 3F: 3 clusters Score -544610.1 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -544894.750000 Penalty: 4223.136719
	Iteration 4F: 3 clusters Score -544894.8 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -545220.250000 Penalty: 4223.136719
	Iteration 5F: 3 clusters Score -545220.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -545570.500000 Penalty: 4223.136719
	Iteration 6F: 3 clusters Score -545570.5 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -545982.750000 Penalty: 4223.136719
	Iteration 7F: 3 clusters Score -545982.8 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -546397.437500 Penalty: 4223.136719
	Iteration 8F: 3 clusters Score -546397.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -546676.125000 Penalty: 4223.136719
	Iteration 9Q: 3 clusters Score -546676.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -546797.375000 Penalty: 4223.136719
	Iteration 10Q: 3 clusters Score -546797.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -546865.187500 Penalty: 4223.136719
	Iteration 11Q: 3 clusters Score -546865.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -546899.875000 Penalty: 4223.136719
	Iteration 12Q: 3 clusters Score -546899.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -546910.750000 Penalty: 4223.136719
	Iteration 13Q: 3 clusters Score -546910.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -546919.000000 Penalty: 4223.136719
	Iteration 14Q: 3 clusters Score -546919 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -546921.437500 Penalty: 4223.136719
	Iteration 15Q: 3 clusters Score -546921.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -546923.250000 Penalty: 4223.136719
	Iteration 16Q: 3 clusters Score -546923.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -546923.812500 Penalty: 4223.136719
	Iteration 17Q: 3 clusters Score -546923.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -546923.187500 Penalty: 4223.136719
	Iteration 18Q: 3 clusters Score -546923.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -546923.187500 Penalty: 4223.136719
	Iteration 19F: 3 clusters Score -546923.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Entering Unmasked Estep 
Score: -459362.500000 Penalty: 2059.514648
	Iteration 0F: 2 clusters Score -459362.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -455467.031250 Penalty: 4119.029297
	Iteration 0F: 3 clusters Score -455467 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -456356.375000 Penalty: 4119.029297
	Iteration 1F: 3 clusters Score -456356.4 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -456556.437500 Penalty: 4119.029297
	Iteration 2F: 3 clusters Score -456556.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -456673.343750 Penalty: 4119.029297
	Iteration 3Q: 3 clusters Score -456673.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -456755.750000 Penalty: 4119.029297
	Iteration 4Q: 3 clusters Score -456755.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -456835.000000 Penalty: 4119.029297
	Iteration 5Q: 3 clusters Score -456835 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -456930.875000 Penalty: 4119.029297
	Iteration 6Q: 3 clusters Score -456930.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -457038.781250 Penalty: 4119.029297
	Iteration 7Q: 3 clusters Score -457038.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -457150.656250 Penalty: 4119.029297
	Iteration 8Q: 3 clusters Score -457150.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -457273.156250 Penalty: 4119.029297
	Iteration 9Q: 3 clusters Score -457273.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -457375.250000 Penalty: 4119.029297
	Iteration 10Q: 3 clusters Score -457375.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -457466.812500 Penalty: 4119.029297
	Iteration 11Q: 3 clusters Score -457466.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -457529.375000 Penalty: 4119.029297
	Iteration 12Q: 3 clusters Score -457529.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -457584.750000 Penalty: 4119.029297
	Iteration 13Q: 3 clusters Score -457584.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -457622.968750 Penalty: 4119.029297
	Iteration 14Q: 3 clusters Score -457623 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -457657.593750 Penalty: 4119.029297
	Iteration 15Q: 3 clusters Score -457657.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -457690.375000 Penalty: 4119.029297
	Iteration 16Q: 3 clusters Score -457690.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -457712.937500 Penalty: 4119.029297
	Iteration 17Q: 3 clusters Score -457712.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -457728.062500 Penalty: 4119.029297
	Iteration 18Q: 3 clusters Score -457728.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -457736.718750 Penalty: 4119.029297
	Iteration 19Q: 3 clusters Score -457736.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -457748.875000 Penalty: 4119.029297
	Iteration 20F: 3 clusters Score -457748.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -457753.625000 Penalty: 4119.029297
	Iteration 21Q: 3 clusters Score -457753.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -457760.687500 Penalty: 4119.029297
	Iteration 22Q: 3 clusters Score -457760.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -457770.375000 Penalty: 4119.029297
	Iteration 23Q: 3 clusters Score -457770.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -457784.093750 Penalty: 4119.029297
	Iteration 24Q: 3 clusters Score -457784.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -457795.093750 Penalty: 4119.029297
	Iteration 25Q: 3 clusters Score -457795.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -457804.687500 Penalty: 4119.029297
	Iteration 26Q: 3 clusters Score -457804.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -457810.218750 Penalty: 4119.029297
	Iteration 27Q: 3 clusters Score -457810.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -457814.031250 Penalty: 4119.029297
	Iteration 28Q: 3 clusters Score -457814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -457814.625000 Penalty: 4119.029297
	Iteration 29Q: 3 clusters Score -457814.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -457817.906250 Penalty: 4119.029297
	Iteration 30Q: 3 clusters Score -457817.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -457821.156250 Penalty: 4119.029297
	Iteration 31Q: 3 clusters Score -457821.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -457825.093750 Penalty: 4119.029297
	Iteration 32Q: 3 clusters Score -457825.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -457830.281250 Penalty: 4119.029297
	Iteration 33Q: 3 clusters Score -457830.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -457832.000000 Penalty: 4119.029297
	Iteration 34Q: 3 clusters Score -457832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -457833.937500 Penalty: 4119.029297
	Iteration 35Q: 3 clusters Score -457833.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -457834.875000 Penalty: 4119.029297
	Iteration 36Q: 3 clusters Score -457834.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -457835.625000 Penalty: 4119.029297
	Iteration 37Q: 3 clusters Score -457835.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -457837.406250 Penalty: 4119.029297
	Iteration 38Q: 3 clusters Score -457837.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -457837.406250 Penalty: 4119.029297
	Iteration 39F: 3 clusters Score -457837.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Entering Unmasked Estep 
Score: -701792.187500 Penalty: 2162.187988
	Iteration 0F: 2 clusters Score -701792.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -696655.062500 Penalty: 4324.375977
	Iteration 0F: 3 clusters Score -696655.1 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -698036.937500 Penalty: 4324.375977
	Iteration 1F: 3 clusters Score -698036.9 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -698289.250000 Penalty: 4324.375977
	Iteration 2F: 3 clusters Score -698289.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -698437.437500 Penalty: 4324.375977
	Iteration 3Q: 3 clusters Score -698437.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -698547.125000 Penalty: 4324.375977
	Iteration 4Q: 3 clusters Score -698547.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -698649.812500 Penalty: 4324.375977
	Iteration 5Q: 3 clusters Score -698649.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -698758.125000 Penalty: 4324.375977
	Iteration 6Q: 3 clusters Score -698758.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -698901.187500 Penalty: 4324.375977
	Iteration 7Q: 3 clusters Score -698901.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -699063.937500 Penalty: 4324.375977
	Iteration 8Q: 3 clusters Score -699063.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -699232.437500 Penalty: 4324.375977
	Iteration 9Q: 3 clusters Score -699232.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -699390.750000 Penalty: 4324.375977
	Iteration 10Q: 3 clusters Score -699390.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -699552.375000 Penalty: 4324.375977
	Iteration 11Q: 3 clusters Score -699552.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -699682.062500 Penalty: 4324.375977
	Iteration 12Q: 3 clusters Score -699682.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -699791.062500 Penalty: 4324.375977
	Iteration 13Q: 3 clusters Score -699791.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -699891.937500 Penalty: 4324.375977
	Iteration 14Q: 3 clusters Score -699891.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -699959.250000 Penalty: 4324.375977
	Iteration 15Q: 3 clusters Score -699959.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -700014.250000 Penalty: 4324.375977
	Iteration 16Q: 3 clusters Score -700014.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -700061.687500 Penalty: 4324.375977
	Iteration 17Q: 3 clusters Score -700061.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -700093.750000 Penalty: 4324.375977
	Iteration 18Q: 3 clusters Score -700093.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -700124.562500 Penalty: 4324.375977
	Iteration 19Q: 3 clusters Score -700124.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -700147.375000 Penalty: 4324.375977
	Iteration 20F: 3 clusters Score -700147.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -700160.937500 Penalty: 4324.375977
	Iteration 21Q: 3 clusters Score -700160.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -700170.000000 Penalty: 4324.375977
	Iteration 22Q: 3 clusters Score -700170 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -700185.687500 Penalty: 4324.375977
	Iteration 23Q: 3 clusters Score -700185.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -700199.812500 Penalty: 4324.375977
	Iteration 24Q: 3 clusters Score -700199.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -700211.750000 Penalty: 4324.375977
	Iteration 25Q: 3 clusters Score -700211.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -700219.812500 Penalty: 4324.375977
	Iteration 26Q: 3 clusters Score -700219.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -700224.187500 Penalty: 4324.375977
	Iteration 27Q: 3 clusters Score -700224.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -700227.437500 Penalty: 4324.375977
	Iteration 28Q: 3 clusters Score -700227.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -700230.250000 Penalty: 4324.375977
	Iteration 29Q: 3 clusters Score -700230.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -700231.250000 Penalty: 4324.375977
	Iteration 30Q: 3 clusters Score -700231.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -700232.000000 Penalty: 4324.375977
	Iteration 31Q: 3 clusters Score -700232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -700233.125000 Penalty: 4324.375977
	Iteration 32Q: 3 clusters Score -700233.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -700233.125000 Penalty: 4324.375977
	Iteration 33Q: 3 clusters Score -700233.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -700234.812500 Penalty: 4324.375977
	Iteration 34Q: 3 clusters Score -700234.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -700235.437500 Penalty: 4324.375977
	Iteration 35Q: 3 clusters Score -700235.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -700236.375000 Penalty: 4324.375977
	Iteration 36Q: 3 clusters Score -700236.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -700237.250000 Penalty: 4324.375977
	Iteration 37Q: 3 clusters Score -700237.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -700237.187500 Penalty: 4324.375977
	Iteration 38Q: 3 clusters Score -700237.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -700237.750000 Penalty: 4324.375977
	Iteration 39Q: 3 clusters Score -700237.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -700237.312500 Penalty: 4324.375977
	Iteration 40F: 3 clusters Score -700237.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -700237.500000 Penalty: 4324.375977
	Iteration 41Q: 3 clusters Score -700237.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -700237.437500 Penalty: 4324.375977
	Iteration 42Q: 3 clusters Score -700237.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -700238.250000 Penalty: 4324.375977
	Iteration 43Q: 3 clusters Score -700238.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -700239.062500 Penalty: 4324.375977
	Iteration 44Q: 3 clusters Score -700239.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -700241.062500 Penalty: 4324.375977
	Iteration 45Q: 3 clusters Score -700241.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -700241.375000 Penalty: 4324.375977
	Iteration 46Q: 3 clusters Score -700241.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -700241.500000 Penalty: 4324.375977
	Iteration 47Q: 3 clusters Score -700241.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -700240.687500 Penalty: 4324.375977
	Iteration 48Q: 3 clusters Score -700240.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -700240.500000 Penalty: 4324.375977
	Iteration 49Q: 3 clusters Score -700240.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -700241.750000 Penalty: 4324.375977
	Iteration 50Q: 3 clusters Score -700241.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -700241.937500 Penalty: 4324.375977
	Iteration 51Q: 3 clusters Score -700241.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -700241.937500 Penalty: 4324.375977
	Iteration 52F: 3 clusters Score -700241.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (11114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Entering Unmasked Estep 
Score: -1221968.750000 Penalty: 2310.358398
	Iteration 0F: 2 clusters Score -1221969 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -1213631.875000 Penalty: 4620.716797
	Iteration 0F: 3 clusters Score -1213632 nChanged 4697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1216181.125000 Penalty: 4620.716797
	Iteration 1F: 3 clusters Score -1216181 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -1216849.250000 Penalty: 4620.716797
	Iteration 2F: 3 clusters Score -1216849 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -1217715.750000 Penalty: 4620.716797
	Iteration 3F: 3 clusters Score -1217716 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -1218758.625000 Penalty: 4620.716797
	Iteration 4F: 3 clusters Score -1218759 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -1219611.625000 Penalty: 4620.716797
	Iteration 5F: 3 clusters Score -1219612 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -1220176.250000 Penalty: 4620.716797
	Iteration 6F: 3 clusters Score -1220176 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -1220487.375000 Penalty: 4620.716797
	Iteration 7Q: 3 clusters Score -1220487 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -1220663.750000 Penalty: 4620.716797
	Iteration 8Q: 3 clusters Score -1220664 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -1220765.125000 Penalty: 4620.716797
	Iteration 9Q: 3 clusters Score -1220765 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -1220814.000000 Penalty: 4620.716797
	Iteration 10Q: 3 clusters Score -1220814 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -1220834.250000 Penalty: 4620.716797
	Iteration 11Q: 3 clusters Score -1220834 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -1220851.500000 Penalty: 4620.716797
	Iteration 12Q: 3 clusters Score -1220852 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -1220856.125000 Penalty: 4620.716797
	Iteration 13Q: 3 clusters Score -1220856 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -1220859.875000 Penalty: 4620.716797
	Iteration 14Q: 3 clusters Score -1220860 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -1220858.750000 Penalty: 4620.716797
	Iteration 15Q: 3 clusters Score -1220859 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -1220861.000000 Penalty: 4620.716797
	Iteration 16Q: 3 clusters Score -1220861 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -1220861.750000 Penalty: 4620.716797
	Iteration 17Q: 3 clusters Score -1220862 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -1220862.125000 Penalty: 4620.716797
	Iteration 18Q: 3 clusters Score -1220862 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -1220866.375000 Penalty: 4620.716797
	Iteration 19Q: 3 clusters Score -1220866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -1220865.250000 Penalty: 4620.716797
	Iteration 20F: 3 clusters Score -1220865 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -1220866.125000 Penalty: 4620.716797
	Iteration 21Q: 3 clusters Score -1220866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -1220866.750000 Penalty: 4620.716797
	Iteration 22Q: 3 clusters Score -1220867 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -1220866.750000 Penalty: 4620.716797
	Iteration 23F: 3 clusters Score -1220867 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (18888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18888 members 
Entering Unmasked Estep 
Score: -2264219.750000 Penalty: 2441.877930
	Iteration 0F: 2 clusters Score -2264220 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -2250956.500000 Penalty: 4883.755859
	Iteration 0F: 3 clusters Score -2250956 nChanged 8213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -2255288.750000 Penalty: 4883.755859
	Iteration 1F: 3 clusters Score -2255289 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -2255604.750000 Penalty: 4883.755859
	Iteration 2F: 3 clusters Score -2255605 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -2255855.250000 Penalty: 4883.755859
	Iteration 3Q: 3 clusters Score -2255855 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -2256040.500000 Penalty: 4883.755859
	Iteration 4Q: 3 clusters Score -2256040 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -2256203.250000 Penalty: 4883.755859
	Iteration 5Q: 3 clusters Score -2256203 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -2256321.500000 Penalty: 4883.755859
	Iteration 6Q: 3 clusters Score -2256322 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -2256430.500000 Penalty: 4883.755859
	Iteration 7Q: 3 clusters Score -2256430 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -2256544.000000 Penalty: 4883.755859
	Iteration 8Q: 3 clusters Score -2256544 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -2256657.500000 Penalty: 4883.755859
	Iteration 9Q: 3 clusters Score -2256658 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -2256768.500000 Penalty: 4883.755859
	Iteration 10Q: 3 clusters Score -2256768 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -2256873.750000 Penalty: 4883.755859
	Iteration 11Q: 3 clusters Score -2256874 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -2256984.250000 Penalty: 4883.755859
	Iteration 12Q: 3 clusters Score -2256984 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -2257106.750000 Penalty: 4883.755859
	Iteration 13Q: 3 clusters Score -2257107 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -2257249.000000 Penalty: 4883.755859
	Iteration 14Q: 3 clusters Score -2257249 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -2257456.500000 Penalty: 4883.755859
	Iteration 15Q: 3 clusters Score -2257456 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12493 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -2257752.500000 Penalty: 4883.755859
	Iteration 16Q: 3 clusters Score -2257752 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13120 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -2258103.750000 Penalty: 4883.755859
	Iteration 17Q: 3 clusters Score -2258104 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13786 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -2258527.500000 Penalty: 4883.755859
	Iteration 18Q: 3 clusters Score -2258528 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14484 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -2259020.000000 Penalty: 4883.755859
	Iteration 19Q: 3 clusters Score -2259020 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15205 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -2259556.000000 Penalty: 4883.755859
	Iteration 20F: 3 clusters Score -2259556 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15887 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -2260064.000000 Penalty: 4883.755859
	Iteration 21Q: 3 clusters Score -2260064 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16488 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -2260514.000000 Penalty: 4883.755859
	Iteration 22Q: 3 clusters Score -2260514 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16962 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -2260895.500000 Penalty: 4883.755859
	Iteration 23Q: 3 clusters Score -2260896 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17346 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -2261181.750000 Penalty: 4883.755859
	Iteration 24Q: 3 clusters Score -2261182 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17630 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -2261389.250000 Penalty: 4883.755859
	Iteration 25Q: 3 clusters Score -2261389 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17834 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -2261526.250000 Penalty: 4883.755859
	Iteration 26Q: 3 clusters Score -2261526 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17991 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -2261633.500000 Penalty: 4883.755859
	Iteration 27Q: 3 clusters Score -2261634 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18099 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -2261715.500000 Penalty: 4883.755859
	Iteration 28Q: 3 clusters Score -2261716 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18205 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -2261799.750000 Penalty: 4883.755859
	Iteration 29Q: 3 clusters Score -2261800 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18276 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -2261866.500000 Penalty: 4883.755859
	Iteration 30Q: 3 clusters Score -2261866 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18348 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -2261929.250000 Penalty: 4883.755859
	Iteration 31Q: 3 clusters Score -2261929 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18396 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -2261974.250000 Penalty: 4883.755859
	Iteration 32Q: 3 clusters Score -2261974 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18425 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -2261994.750000 Penalty: 4883.755859
	Iteration 33Q: 3 clusters Score -2261995 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18438 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -2262011.250000 Penalty: 4883.755859
	Iteration 34Q: 3 clusters Score -2262011 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18453 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -2262022.750000 Penalty: 4883.755859
	Iteration 35Q: 3 clusters Score -2262023 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18469 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -2262028.250000 Penalty: 4883.755859
	Iteration 36Q: 3 clusters Score -2262028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18472 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -2262037.000000 Penalty: 4883.755859
	Iteration 37Q: 3 clusters Score -2262037 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18476 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -2262038.750000 Penalty: 4883.755859
	Iteration 38Q: 3 clusters Score -2262039 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18484 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -2262049.500000 Penalty: 4883.755859
	Iteration 39Q: 3 clusters Score -2262050 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18491 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -2262055.250000 Penalty: 4883.755859
	Iteration 40F: 3 clusters Score -2262055 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18495 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -2262059.750000 Penalty: 4883.755859
	Iteration 41Q: 3 clusters Score -2262060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18498 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -2262059.500000 Penalty: 4883.755859
	Iteration 42Q: 3 clusters Score -2262060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18501 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -2262061.500000 Penalty: 4883.755859
	Iteration 43Q: 3 clusters Score -2262062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18505 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -2262067.750000 Penalty: 4883.755859
	Iteration 44Q: 3 clusters Score -2262068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18507 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -2262070.250000 Penalty: 4883.755859
	Iteration 45Q: 3 clusters Score -2262070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18507 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -2262072.500000 Penalty: 4883.755859
	Iteration 46Q: 3 clusters Score -2262072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18506 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -2262073.500000 Penalty: 4883.755859
	Iteration 47Q: 3 clusters Score -2262074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18507 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -2262075.250000 Penalty: 4883.755859
	Iteration 48Q: 3 clusters Score -2262075 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18508 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -2262077.000000 Penalty: 4883.755859
	Iteration 49Q: 3 clusters Score -2262077 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18508 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -2262077.000000 Penalty: 4883.755859
	Iteration 50F: 3 clusters Score -2262077 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Entering Unmasked Estep 
Score: -143732.546875 Penalty: 1781.223267
	Iteration 0F: 2 clusters Score -143732.5 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 644 members 
Entering Unmasked Estep 
Score: -141699.609375 Penalty: 3562.446533
	Iteration 0F: 3 clusters Score -141699.6 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -142279.656250 Penalty: 3562.446533
	Iteration 1F: 3 clusters Score -142279.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -142610.359375 Penalty: 3562.446533
	Iteration 2F: 3 clusters Score -142610.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -143010.531250 Penalty: 3562.446533
	Iteration 3F: 3 clusters Score -143010.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -143301.906250 Penalty: 3562.446533
	Iteration 4F: 3 clusters Score -143301.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -143487.359375 Penalty: 3562.446533
	Iteration 5F: 3 clusters Score -143487.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -143565.328125 Penalty: 3562.446533
	Iteration 6Q: 3 clusters Score -143565.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -143589.515625 Penalty: 3562.446533
	Iteration 7Q: 3 clusters Score -143589.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -143600.156250 Penalty: 3562.446533
	Iteration 8Q: 3 clusters Score -143600.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -143614.453125 Penalty: 3562.446533
	Iteration 9Q: 3 clusters Score -143614.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -143618.796875 Penalty: 3562.446533
	Iteration 10Q: 3 clusters Score -143618.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -143618.796875 Penalty: 3562.446533
	Iteration 11F: 3 clusters Score -143618.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (30926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30926 members 
Entering Unmasked Estep 
Score: -3585056.250000 Penalty: 2564.159424
	Iteration 0F: 2 clusters Score -3585056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15433 members 
Mstep: Class 2 contains 15493 members 
Entering Unmasked Estep 
Score: -3563958.500000 Penalty: 5128.318848
	Iteration 0F: 3 clusters Score -3563958 nChanged 13915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15638 members 
Mstep: Class 2 contains 15288 members 
Entering Unmasked Estep 
Score: -3571566.250000 Penalty: 5128.318848
	Iteration 1F: 3 clusters Score -3571566 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15833 members 
Mstep: Class 2 contains 15093 members 
Entering Unmasked Estep 
Score: -3572088.750000 Penalty: 5128.318848
	Iteration 2Q: 3 clusters Score -3572089 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16113 members 
Mstep: Class 2 contains 14813 members 
Entering Unmasked Estep 
Score: -3572639.750000 Penalty: 5128.318848
	Iteration 3Q: 3 clusters Score -3572640 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16472 members 
Mstep: Class 2 contains 14454 members 
Entering Unmasked Estep 
Score: -3573293.250000 Penalty: 5128.318848
	Iteration 4Q: 3 clusters Score -3573293 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16947 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
Score: -3574049.000000 Penalty: 5128.318848
	Iteration 5Q: 3 clusters Score -3574049 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17597 members 
Mstep: Class 2 contains 13329 members 
Entering Unmasked Estep 
Score: -3574978.750000 Penalty: 5128.318848
	Iteration 6F: 3 clusters Score -3574979 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18345 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -3575954.250000 Penalty: 5128.318848
	Iteration 7F: 3 clusters Score -3575954 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19133 members 
Mstep: Class 2 contains 11793 members 
Entering Unmasked Estep 
Score: -3576968.500000 Penalty: 5128.318848
	Iteration 8F: 3 clusters Score -3576968 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19868 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -3577950.750000 Penalty: 5128.318848
	Iteration 9F: 3 clusters Score -3577951 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20500 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -3578807.750000 Penalty: 5128.318848
	Iteration 10Q: 3 clusters Score -3578808 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20967 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -3579527.000000 Penalty: 5128.318848
	Iteration 11Q: 3 clusters Score -3579527 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21332 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -3580077.500000 Penalty: 5128.318848
	Iteration 12Q: 3 clusters Score -3580078 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21597 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -3580464.500000 Penalty: 5128.318848
	Iteration 13Q: 3 clusters Score -3580464 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21849 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -3580740.000000 Penalty: 5128.318848
	Iteration 14Q: 3 clusters Score -3580740 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22060 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -3580941.250000 Penalty: 5128.318848
	Iteration 15Q: 3 clusters Score -3580941 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22304 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -3581111.250000 Penalty: 5128.318848
	Iteration 16Q: 3 clusters Score -3581111 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22534 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -3581235.500000 Penalty: 5128.318848
	Iteration 17Q: 3 clusters Score -3581236 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22785 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -3581369.750000 Penalty: 5128.318848
	Iteration 18Q: 3 clusters Score -3581370 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23006 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -3581496.000000 Penalty: 5128.318848
	Iteration 19Q: 3 clusters Score -3581496 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23242 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -3581640.750000 Penalty: 5128.318848
	Iteration 20F: 3 clusters Score -3581641 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23486 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -3581788.750000 Penalty: 5128.318848
	Iteration 21Q: 3 clusters Score -3581789 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23706 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -3581971.000000 Penalty: 5128.318848
	Iteration 22Q: 3 clusters Score -3581971 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23906 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -3582140.000000 Penalty: 5128.318848
	Iteration 23Q: 3 clusters Score -3582140 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24087 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -3582254.750000 Penalty: 5128.318848
	Iteration 24Q: 3 clusters Score -3582255 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24256 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -3582363.000000 Penalty: 5128.318848
	Iteration 25Q: 3 clusters Score -3582363 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24402 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -3582434.750000 Penalty: 5128.318848
	Iteration 26Q: 3 clusters Score -3582435 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24525 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -3582500.250000 Penalty: 5128.318848
	Iteration 27Q: 3 clusters Score -3582500 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24628 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -3582557.250000 Penalty: 5128.318848
	Iteration 28Q: 3 clusters Score -3582557 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24713 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -3582575.250000 Penalty: 5128.318848
	Iteration 29Q: 3 clusters Score -3582575 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24775 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -3582607.500000 Penalty: 5128.318848
	Iteration 30Q: 3 clusters Score -3582608 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24851 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -3582625.250000 Penalty: 5128.318848
	Iteration 31Q: 3 clusters Score -3582625 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24912 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -3582633.500000 Penalty: 5128.318848
	Iteration 32Q: 3 clusters Score -3582634 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24958 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -3582640.750000 Penalty: 5128.318848
	Iteration 33Q: 3 clusters Score -3582641 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24993 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -3582644.750000 Penalty: 5128.318848
	Iteration 34Q: 3 clusters Score -3582645 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25034 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -3582651.000000 Penalty: 5128.318848
	Iteration 35Q: 3 clusters Score -3582651 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25081 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -3582657.500000 Penalty: 5128.318848
	Iteration 36Q: 3 clusters Score -3582658 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25118 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -3582668.000000 Penalty: 5128.318848
	Iteration 37Q: 3 clusters Score -3582668 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25160 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -3582675.500000 Penalty: 5128.318848
	Iteration 38Q: 3 clusters Score -3582676 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25201 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -3582683.000000 Penalty: 5128.318848
	Iteration 39Q: 3 clusters Score -3582683 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25233 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -3582690.000000 Penalty: 5128.318848
	Iteration 40F: 3 clusters Score -3582690 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25275 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -3582712.000000 Penalty: 5128.318848
	Iteration 41Q: 3 clusters Score -3582712 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25324 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -3582722.500000 Penalty: 5128.318848
	Iteration 42Q: 3 clusters Score -3582722 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25369 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -3582723.750000 Penalty: 5128.318848
	Iteration 43Q: 3 clusters Score -3582724 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25413 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -3582736.250000 Penalty: 5128.318848
	Iteration 44Q: 3 clusters Score -3582736 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25448 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -3582744.250000 Penalty: 5128.318848
	Iteration 45Q: 3 clusters Score -3582744 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25490 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -3582761.500000 Penalty: 5128.318848
	Iteration 46Q: 3 clusters Score -3582762 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25528 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -3582767.000000 Penalty: 5128.318848
	Iteration 47Q: 3 clusters Score -3582767 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25561 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -3582761.250000 Penalty: 5128.318848
	Iteration 48Q: 3 clusters Score -3582761 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25587 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -3582766.750000 Penalty: 5128.318848
	Iteration 49Q: 3 clusters Score -3582767 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25612 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -3582771.250000 Penalty: 5128.318848
	Iteration 50Q: 3 clusters Score -3582771 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25642 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -3582770.250000 Penalty: 5128.318848
	Iteration 51Q: 3 clusters Score -3582770 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25671 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -3582774.250000 Penalty: 5128.318848
	Iteration 52Q: 3 clusters Score -3582774 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25696 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -3582777.000000 Penalty: 5128.318848
	Iteration 53Q: 3 clusters Score -3582777 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25721 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -3582785.500000 Penalty: 5128.318848
	Iteration 54Q: 3 clusters Score -3582786 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25741 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -3582789.750000 Penalty: 5128.318848
	Iteration 55Q: 3 clusters Score -3582790 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25763 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -3582791.250000 Penalty: 5128.318848
	Iteration 56Q: 3 clusters Score -3582791 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25781 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -3582791.750000 Penalty: 5128.318848
	Iteration 57Q: 3 clusters Score -3582792 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25799 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -3582795.000000 Penalty: 5128.318848
	Iteration 58Q: 3 clusters Score -3582795 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25818 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -3582795.500000 Penalty: 5128.318848
	Iteration 59Q: 3 clusters Score -3582796 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25836 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -3582800.250000 Penalty: 5128.318848
	Iteration 60F: 3 clusters Score -3582800 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25847 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -3582795.500000 Penalty: 5128.318848
	Iteration 61Q: 3 clusters Score -3582796 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25856 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -3582794.750000 Penalty: 5128.318848
	Iteration 62Q: 3 clusters Score -3582795 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25865 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -3582793.000000 Penalty: 5128.318848
	Iteration 63Q: 3 clusters Score -3582793 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25876 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -3582787.750000 Penalty: 5128.318848
	Iteration 64Q: 3 clusters Score -3582788 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25887 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -3582786.750000 Penalty: 5128.318848
	Iteration 65Q: 3 clusters Score -3582787 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25900 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -3582787.750000 Penalty: 5128.318848
	Iteration 66Q: 3 clusters Score -3582788 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25915 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -3582787.500000 Penalty: 5128.318848
	Iteration 67Q: 3 clusters Score -3582788 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25931 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -3582797.250000 Penalty: 5128.318848
	Iteration 68Q: 3 clusters Score -3582797 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25953 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -3582799.750000 Penalty: 5128.318848
	Iteration 69Q: 3 clusters Score -3582800 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25970 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -3582797.500000 Penalty: 5128.318848
	Iteration 70Q: 3 clusters Score -3582798 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25989 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -3582794.000000 Penalty: 5128.318848
	Iteration 71Q: 3 clusters Score -3582794 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26007 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -3582806.000000 Penalty: 5128.318848
	Iteration 72Q: 3 clusters Score -3582806 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26030 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -3582812.000000 Penalty: 5128.318848
	Iteration 73Q: 3 clusters Score -3582812 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26049 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -3582810.000000 Penalty: 5128.318848
	Iteration 74Q: 3 clusters Score -3582810 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26067 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -3582815.250000 Penalty: 5128.318848
	Iteration 75Q: 3 clusters Score -3582815 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26091 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -3582810.000000 Penalty: 5128.318848
	Iteration 76Q: 3 clusters Score -3582810 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26116 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -3582811.000000 Penalty: 5128.318848
	Iteration 77Q: 3 clusters Score -3582811 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26139 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -3582817.000000 Penalty: 5128.318848
	Iteration 78Q: 3 clusters Score -3582817 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26158 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -3582823.500000 Penalty: 5128.318848
	Iteration 79Q: 3 clusters Score -3582824 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26175 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -3582825.750000 Penalty: 5128.318848
	Iteration 80F: 3 clusters Score -3582826 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26196 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -3582828.500000 Penalty: 5128.318848
	Iteration 81Q: 3 clusters Score -3582828 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26218 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -3582834.000000 Penalty: 5128.318848
	Iteration 82Q: 3 clusters Score -3582834 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26240 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -3582840.250000 Penalty: 5128.318848
	Iteration 83Q: 3 clusters Score -3582840 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26262 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -3582834.500000 Penalty: 5128.318848
	Iteration 84Q: 3 clusters Score -3582834 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26293 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -3582838.500000 Penalty: 5128.318848
	Iteration 85Q: 3 clusters Score -3582838 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26324 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -3582841.500000 Penalty: 5128.318848
	Iteration 86Q: 3 clusters Score -3582842 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26353 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -3582844.000000 Penalty: 5128.318848
	Iteration 87Q: 3 clusters Score -3582844 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26392 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -3582856.250000 Penalty: 5128.318848
	Iteration 88Q: 3 clusters Score -3582856 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26431 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -3582860.000000 Penalty: 5128.318848
	Iteration 89Q: 3 clusters Score -3582860 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26458 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -3582858.500000 Penalty: 5128.318848
	Iteration 90Q: 3 clusters Score -3582858 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26483 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -3582866.000000 Penalty: 5128.318848
	Iteration 91Q: 3 clusters Score -3582866 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26516 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -3582880.250000 Penalty: 5128.318848
	Iteration 92Q: 3 clusters Score -3582880 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26536 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -3582878.250000 Penalty: 5128.318848
	Iteration 93Q: 3 clusters Score -3582878 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26559 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -3582887.000000 Penalty: 5128.318848
	Iteration 94Q: 3 clusters Score -3582887 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26583 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -3582889.750000 Penalty: 5128.318848
	Iteration 95Q: 3 clusters Score -3582890 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26606 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -3582882.750000 Penalty: 5128.318848
	Iteration 96Q: 3 clusters Score -3582883 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26627 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -3582890.250000 Penalty: 5128.318848
	Iteration 97Q: 3 clusters Score -3582890 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26653 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -3582894.750000 Penalty: 5128.318848
	Iteration 98Q: 3 clusters Score -3582895 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26685 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -3582904.250000 Penalty: 5128.318848
	Iteration 99Q: 3 clusters Score -3582904 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26720 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -3582912.500000 Penalty: 5128.318848
	Iteration 100F: 3 clusters Score -3582912 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26757 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -3582912.000000 Penalty: 5128.318848
	Iteration 101Q: 3 clusters Score -3582912 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26784 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -3582929.750000 Penalty: 5128.318848
	Iteration 102Q: 3 clusters Score -3582930 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26808 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -3582932.250000 Penalty: 5128.318848
	Iteration 103Q: 3 clusters Score -3582932 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26829 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -3582939.000000 Penalty: 5128.318848
	Iteration 104Q: 3 clusters Score -3582939 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26846 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -3582936.500000 Penalty: 5128.318848
	Iteration 105Q: 3 clusters Score -3582936 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26864 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -3582936.000000 Penalty: 5128.318848
	Iteration 106Q: 3 clusters Score -3582936 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26888 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -3582946.250000 Penalty: 5128.318848
	Iteration 107Q: 3 clusters Score -3582946 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26919 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -3582952.250000 Penalty: 5128.318848
	Iteration 108Q: 3 clusters Score -3582952 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26943 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -3582958.750000 Penalty: 5128.318848
	Iteration 109Q: 3 clusters Score -3582959 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26962 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -3582967.750000 Penalty: 5128.318848
	Iteration 110Q: 3 clusters Score -3582968 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26979 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -3582962.500000 Penalty: 5128.318848
	Iteration 111Q: 3 clusters Score -3582962 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26995 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -3582973.250000 Penalty: 5128.318848
	Iteration 112Q: 3 clusters Score -3582973 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27004 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -3582971.750000 Penalty: 5128.318848
	Iteration 113Q: 3 clusters Score -3582972 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27013 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -3582974.000000 Penalty: 5128.318848
	Iteration 114Q: 3 clusters Score -3582974 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27021 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -3582971.500000 Penalty: 5128.318848
	Iteration 115Q: 3 clusters Score -3582972 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27030 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -3582967.500000 Penalty: 5128.318848
	Iteration 116Q: 3 clusters Score -3582968 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27037 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -3582969.250000 Penalty: 5128.318848
	Iteration 117Q: 3 clusters Score -3582969 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27044 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -3582969.750000 Penalty: 5128.318848
	Iteration 118Q: 3 clusters Score -3582970 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27053 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -3582973.250000 Penalty: 5128.318848
	Iteration 119Q: 3 clusters Score -3582973 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27056 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -3582971.000000 Penalty: 5128.318848
	Iteration 120F: 3 clusters Score -3582971 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27061 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -3582969.250000 Penalty: 5128.318848
	Iteration 121Q: 3 clusters Score -3582969 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27065 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -3582971.000000 Penalty: 5128.318848
	Iteration 122Q: 3 clusters Score -3582971 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27069 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -3582973.000000 Penalty: 5128.318848
	Iteration 123Q: 3 clusters Score -3582973 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27074 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -3582974.500000 Penalty: 5128.318848
	Iteration 124Q: 3 clusters Score -3582974 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27082 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -3582973.500000 Penalty: 5128.318848
	Iteration 125Q: 3 clusters Score -3582974 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27092 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -3582971.500000 Penalty: 5128.318848
	Iteration 126Q: 3 clusters Score -3582972 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27100 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -3582982.000000 Penalty: 5128.318848
	Iteration 127Q: 3 clusters Score -3582982 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27112 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -3582980.250000 Penalty: 5128.318848
	Iteration 128Q: 3 clusters Score -3582980 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27127 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -3582977.250000 Penalty: 5128.318848
	Iteration 129Q: 3 clusters Score -3582977 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27133 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -3582980.000000 Penalty: 5128.318848
	Iteration 130Q: 3 clusters Score -3582980 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27140 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -3582975.250000 Penalty: 5128.318848
	Iteration 131Q: 3 clusters Score -3582975 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27147 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -3582975.000000 Penalty: 5128.318848
	Iteration 132Q: 3 clusters Score -3582975 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27151 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -3582981.250000 Penalty: 5128.318848
	Iteration 133Q: 3 clusters Score -3582981 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27157 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -3582981.750000 Penalty: 5128.318848
	Iteration 134Q: 3 clusters Score -3582982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27162 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -3582984.750000 Penalty: 5128.318848
	Iteration 135Q: 3 clusters Score -3582985 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27163 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -3582984.250000 Penalty: 5128.318848
	Iteration 136Q: 3 clusters Score -3582984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27165 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -3582983.500000 Penalty: 5128.318848
	Iteration 137Q: 3 clusters Score -3582984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27165 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -3582983.500000 Penalty: 5128.318848
	Iteration 138F: 3 clusters Score -3582984 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (226019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226019 members 
Entering Unmasked Estep 
Score: -26769524.000000 Penalty: 3057.436768
	Iteration 0F: 2 clusters Score -2.676952e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112740 members 
Mstep: Class 2 contains 113279 members 
Entering Unmasked Estep 
Score: -26618480.000000 Penalty: 6114.873535
	Iteration 0F: 3 clusters Score -2.661848e+07 nChanged 109134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107342 members 
Mstep: Class 2 contains 118677 members 
Entering Unmasked Estep 
Score: -26682758.000000 Penalty: 6114.873535
	Iteration 1F: 3 clusters Score -2.668276e+07 nChanged 6538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103718 members 
Mstep: Class 2 contains 122301 members 
Entering Unmasked Estep 
Score: -26684338.000000 Penalty: 6114.873535
	Iteration 2Q: 3 clusters Score -2.668434e+07 nChanged 7844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98056 members 
Mstep: Class 2 contains 127963 members 
Entering Unmasked Estep 
Score: -26686764.000000 Penalty: 6114.873535
	Iteration 3Q: 3 clusters Score -2.668676e+07 nChanged 10117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89423 members 
Mstep: Class 2 contains 136596 members 
Entering Unmasked Estep 
Score: -26691038.000000 Penalty: 6114.873535
	Iteration 4Q: 3 clusters Score -2.669104e+07 nChanged 13555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76836 members 
Mstep: Class 2 contains 149183 members 
Entering Unmasked Estep 
Score: -26699108.000000 Penalty: 6114.873535
	Iteration 5F: 3 clusters Score -2.669911e+07 nChanged 17231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60051 members 
Mstep: Class 2 contains 165968 members 
Entering Unmasked Estep 
Score: -26712506.000000 Penalty: 6114.873535
	Iteration 6F: 3 clusters Score -2.671251e+07 nChanged 19565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40674 members 
Mstep: Class 2 contains 185345 members 
Entering Unmasked Estep 
Score: -26730248.000000 Penalty: 6114.873535
	Iteration 7F: 3 clusters Score -2.673025e+07 nChanged 17013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23707 members 
Mstep: Class 2 contains 202312 members 
Entering Unmasked Estep 
Score: -26746568.000000 Penalty: 6114.873535
	Iteration 8F: 3 clusters Score -2.674657e+07 nChanged 11108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12617 members 
Mstep: Class 2 contains 213402 members 
Entering Unmasked Estep 
Score: -26757040.000000 Penalty: 6114.873535
	Iteration 9Q: 3 clusters Score -2.675704e+07 nChanged 5830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 219214 members 
Entering Unmasked Estep 
Score: -26762448.000000 Penalty: 6114.873535
	Iteration 10Q: 3 clusters Score -2.676245e+07 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 221891 members 
Entering Unmasked Estep 
Score: -26764932.000000 Penalty: 6114.873535
	Iteration 11Q: 3 clusters Score -2.676493e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 223118 members 
Entering Unmasked Estep 
Score: -26765920.000000 Penalty: 6114.873535
	Iteration 12Q: 3 clusters Score -2.676592e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 223723 members 
Entering Unmasked Estep 
Score: -26766378.000000 Penalty: 6114.873535
	Iteration 13Q: 3 clusters Score -2.676638e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 224114 members 
Entering Unmasked Estep 
Score: -26766654.000000 Penalty: 6114.873535
	Iteration 14Q: 3 clusters Score -2.676665e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 224345 members 
Entering Unmasked Estep 
Score: -26766826.000000 Penalty: 6114.873535
	Iteration 15Q: 3 clusters Score -2.676683e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 224487 members 
Entering Unmasked Estep 
Score: -26766922.000000 Penalty: 6114.873535
	Iteration 16Q: 3 clusters Score -2.676692e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 224568 members 
Entering Unmasked Estep 
Score: -26767012.000000 Penalty: 6114.873535
	Iteration 17Q: 3 clusters Score -2.676701e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 224637 members 
Entering Unmasked Estep 
Score: -26767048.000000 Penalty: 6114.873535
	Iteration 18Q: 3 clusters Score -2.676705e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 224691 members 
Entering Unmasked Estep 
Score: -26767128.000000 Penalty: 6114.873535
	Iteration 19Q: 3 clusters Score -2.676713e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 224738 members 
Entering Unmasked Estep 
Score: -26767108.000000 Penalty: 6114.873535
	Iteration 20F: 3 clusters Score -2.676711e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 224769 members 
Entering Unmasked Estep 
Score: -26767140.000000 Penalty: 6114.873535
	Iteration 21Q: 3 clusters Score -2.676714e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 224791 members 
Entering Unmasked Estep 
Score: -26767172.000000 Penalty: 6114.873535
	Iteration 22Q: 3 clusters Score -2.676717e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 224816 members 
Entering Unmasked Estep 
Score: -26767196.000000 Penalty: 6114.873535
	Iteration 23Q: 3 clusters Score -2.67672e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 224836 members 
Entering Unmasked Estep 
Score: -26767204.000000 Penalty: 6114.873535
	Iteration 24Q: 3 clusters Score -2.67672e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 224851 members 
Entering Unmasked Estep 
Score: -26767212.000000 Penalty: 6114.873535
	Iteration 25Q: 3 clusters Score -2.676721e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 224855 members 
Entering Unmasked Estep 
Score: -26767210.000000 Penalty: 6114.873535
	Iteration 26Q: 3 clusters Score -2.676721e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 224856 members 
Entering Unmasked Estep 
Score: -26767202.000000 Penalty: 6114.873535
	Iteration 27Q: 3 clusters Score -2.67672e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 224861 members 
Entering Unmasked Estep 
Score: -26767222.000000 Penalty: 6114.873535
	Iteration 28Q: 3 clusters Score -2.676722e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 224862 members 
Entering Unmasked Estep 
Score: -26767210.000000 Penalty: 6114.873535
	Iteration 29Q: 3 clusters Score -2.676721e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 224866 members 
Entering Unmasked Estep 
Score: -26767196.000000 Penalty: 6114.873535
	Iteration 30Q: 3 clusters Score -2.67672e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 224874 members 
Entering Unmasked Estep 
Score: -26767224.000000 Penalty: 6114.873535
	Iteration 31Q: 3 clusters Score -2.676722e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 224876 members 
Entering Unmasked Estep 
Score: -26767222.000000 Penalty: 6114.873535
	Iteration 32Q: 3 clusters Score -2.676722e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 224884 members 
Entering Unmasked Estep 
Score: -26767214.000000 Penalty: 6114.873535
	Iteration 33Q: 3 clusters Score -2.676721e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 224891 members 
Entering Unmasked Estep 
Score: -26767232.000000 Penalty: 6114.873535
	Iteration 34Q: 3 clusters Score -2.676723e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 224900 members 
Entering Unmasked Estep 
Score: -26767246.000000 Penalty: 6114.873535
	Iteration 35Q: 3 clusters Score -2.676725e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 224905 members 
Entering Unmasked Estep 
Score: -26767252.000000 Penalty: 6114.873535
	Iteration 36Q: 3 clusters Score -2.676725e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 224908 members 
Entering Unmasked Estep 
Score: -26767254.000000 Penalty: 6114.873535
	Iteration 37Q: 3 clusters Score -2.676725e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 224909 members 
Entering Unmasked Estep 
Score: -26767258.000000 Penalty: 6114.873535
	Iteration 38Q: 3 clusters Score -2.676726e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 224910 members 
Entering Unmasked Estep 
Score: -26767256.000000 Penalty: 6114.873535
	Iteration 39Q: 3 clusters Score -2.676726e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 224911 members 
Entering Unmasked Estep 
Score: -26767252.000000 Penalty: 6114.873535
	Iteration 40F: 3 clusters Score -2.676725e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (113601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113601 members 
Entering Unmasked Estep 
Score: -13515925.000000 Penalty: 2886.831055
	Iteration 0F: 2 clusters Score -1.351592e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56667 members 
Mstep: Class 2 contains 56934 members 
Entering Unmasked Estep 
Score: -13439870.000000 Penalty: 5773.662109
	Iteration 0F: 3 clusters Score -1.343987e+07 nChanged 54161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54980 members 
Mstep: Class 2 contains 58621 members 
Entering Unmasked Estep 
Score: -13470837.000000 Penalty: 5773.662109
	Iteration 1F: 3 clusters Score -1.347084e+07 nChanged 3609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53623 members 
Mstep: Class 2 contains 59978 members 
Entering Unmasked Estep 
Score: -13471595.000000 Penalty: 5773.662109
	Iteration 2Q: 3 clusters Score -1.34716e+07 nChanged 3629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51632 members 
Mstep: Class 2 contains 61969 members 
Entering Unmasked Estep 
Score: -13472578.000000 Penalty: 5773.662109
	Iteration 3Q: 3 clusters Score -1.347258e+07 nChanged 4132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48526 members 
Mstep: Class 2 contains 65075 members 
Entering Unmasked Estep 
Score: -13473852.000000 Penalty: 5773.662109
	Iteration 4Q: 3 clusters Score -1.347385e+07 nChanged 5206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43746 members 
Mstep: Class 2 contains 69855 members 
Entering Unmasked Estep 
Score: -13476087.000000 Penalty: 5773.662109
	Iteration 5Q: 3 clusters Score -1.347609e+07 nChanged 6994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36894 members 
Mstep: Class 2 contains 76707 members 
Entering Unmasked Estep 
Score: -13480076.000000 Penalty: 5773.662109
	Iteration 6F: 3 clusters Score -1.348008e+07 nChanged 9149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27803 members 
Mstep: Class 2 contains 85798 members 
Entering Unmasked Estep 
Score: -13487178.000000 Penalty: 5773.662109
	Iteration 7F: 3 clusters Score -1.348718e+07 nChanged 10491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17332 members 
Mstep: Class 2 contains 96269 members 
Entering Unmasked Estep 
Score: -13496874.000000 Penalty: 5773.662109
	Iteration 8F: 3 clusters Score -1.349687e+07 nChanged 8830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 105093 members 
Entering Unmasked Estep 
Score: -13505774.000000 Penalty: 5773.662109
	Iteration 9F: 3 clusters Score -1.350577e+07 nChanged 4999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 110070 members 
Entering Unmasked Estep 
Score: -13510560.000000 Penalty: 5773.662109
	Iteration 10Q: 3 clusters Score -1.351056e+07 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 112046 members 
Entering Unmasked Estep 
Score: -13512271.000000 Penalty: 5773.662109
	Iteration 11Q: 3 clusters Score -1.351227e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 112734 members 
Entering Unmasked Estep 
Score: -13512906.000000 Penalty: 5773.662109
	Iteration 12Q: 3 clusters Score -1.351291e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 112959 members 
Entering Unmasked Estep 
Score: -13513138.000000 Penalty: 5773.662109
	Iteration 13Q: 3 clusters Score -1.351314e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 113051 members 
Entering Unmasked Estep 
Score: -13513258.000000 Penalty: 5773.662109
	Iteration 14Q: 3 clusters Score -1.351326e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 113095 members 
Entering Unmasked Estep 
Score: -13513341.000000 Penalty: 5773.662109
	Iteration 15Q: 3 clusters Score -1.351334e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 113126 members 
Entering Unmasked Estep 
Score: -13513364.000000 Penalty: 5773.662109
	Iteration 16Q: 3 clusters Score -1.351336e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 113148 members 
Entering Unmasked Estep 
Score: -13513393.000000 Penalty: 5773.662109
	Iteration 17Q: 3 clusters Score -1.351339e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 113169 members 
Entering Unmasked Estep 
Score: -13513408.000000 Penalty: 5773.662109
	Iteration 18Q: 3 clusters Score -1.351341e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 113176 members 
Entering Unmasked Estep 
Score: -13513428.000000 Penalty: 5773.662109
	Iteration 19Q: 3 clusters Score -1.351343e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 113177 members 
Entering Unmasked Estep 
Score: -13513444.000000 Penalty: 5773.662109
	Iteration 20F: 3 clusters Score -1.351344e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 113181 members 
Entering Unmasked Estep 
Score: -13513454.000000 Penalty: 5773.662109
	Iteration 21Q: 3 clusters Score -1.351345e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 113186 members 
Entering Unmasked Estep 
Score: -13513455.000000 Penalty: 5773.662109
	Iteration 22Q: 3 clusters Score -1.351346e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 113186 members 
Entering Unmasked Estep 
Score: -13513458.000000 Penalty: 5773.662109
	Iteration 23Q: 3 clusters Score -1.351346e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 113189 members 
Entering Unmasked Estep 
Score: -13513453.000000 Penalty: 5773.662109
	Iteration 24Q: 3 clusters Score -1.351345e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 113190 members 
Entering Unmasked Estep 
Score: -13513449.000000 Penalty: 5773.662109
	Iteration 25Q: 3 clusters Score -1.351345e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 113191 members 
Entering Unmasked Estep 
Score: -13513456.000000 Penalty: 5773.662109
	Iteration 26Q: 3 clusters Score -1.351346e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 113192 members 
Entering Unmasked Estep 
Score: -13513460.000000 Penalty: 5773.662109
	Iteration 27Q: 3 clusters Score -1.351346e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 113192 members 
Entering Unmasked Estep 
Score: -13513460.000000 Penalty: 5773.662109
	Iteration 28F: 3 clusters Score -1.351346e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (40936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40936 members 
Entering Unmasked Estep 
Score: -4792155.500000 Penalty: 2633.701904
	Iteration 0F: 2 clusters Score -4792156 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20468 members 
Mstep: Class 2 contains 20468 members 
Entering Unmasked Estep 
Score: -4764627.000000 Penalty: 5267.403809
	Iteration 0F: 3 clusters Score -4764627 nChanged 18658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20990 members 
Mstep: Class 2 contains 19946 members 
Entering Unmasked Estep 
Score: -4774960.500000 Penalty: 5267.403809
	Iteration 1F: 3 clusters Score -4774960 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21461 members 
Mstep: Class 2 contains 19475 members 
Entering Unmasked Estep 
Score: -4775747.500000 Penalty: 5267.403809
	Iteration 2Q: 3 clusters Score -4775748 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22138 members 
Mstep: Class 2 contains 18798 members 
Entering Unmasked Estep 
Score: -4776710.000000 Penalty: 5267.403809
	Iteration 3F: 3 clusters Score -4776710 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22955 members 
Mstep: Class 2 contains 17981 members 
Entering Unmasked Estep 
Score: -4777785.000000 Penalty: 5267.403809
	Iteration 4F: 3 clusters Score -4777785 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24004 members 
Mstep: Class 2 contains 16932 members 
Entering Unmasked Estep 
Score: -4778874.500000 Penalty: 5267.403809
	Iteration 5F: 3 clusters Score -4778874 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25205 members 
Mstep: Class 2 contains 15731 members 
Entering Unmasked Estep 
Score: -4779878.500000 Penalty: 5267.403809
	Iteration 6F: 3 clusters Score -4779878 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26550 members 
Mstep: Class 2 contains 14386 members 
Entering Unmasked Estep 
Score: -4780779.500000 Penalty: 5267.403809
	Iteration 7Q: 3 clusters Score -4780780 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27936 members 
Mstep: Class 2 contains 13000 members 
Entering Unmasked Estep 
Score: -4781568.500000 Penalty: 5267.403809
	Iteration 8Q: 3 clusters Score -4781568 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29394 members 
Mstep: Class 2 contains 11542 members 
Entering Unmasked Estep 
Score: -4782330.000000 Penalty: 5267.403809
	Iteration 9Q: 3 clusters Score -4782330 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30995 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -4783184.500000 Penalty: 5267.403809
	Iteration 10Q: 3 clusters Score -4783184 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32617 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -4784120.000000 Penalty: 5267.403809
	Iteration 11Q: 3 clusters Score -4784120 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34283 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -4785223.500000 Penalty: 5267.403809
	Iteration 12Q: 3 clusters Score -4785224 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35878 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -4786337.000000 Penalty: 5267.403809
	Iteration 13Q: 3 clusters Score -4786337 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37275 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -4787406.000000 Penalty: 5267.403809
	Iteration 14Q: 3 clusters Score -4787406 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38391 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -4788300.500000 Penalty: 5267.403809
	Iteration 15Q: 3 clusters Score -4788300 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39160 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -4788896.000000 Penalty: 5267.403809
	Iteration 16Q: 3 clusters Score -4788896 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39638 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -4789224.500000 Penalty: 5267.403809
	Iteration 17Q: 3 clusters Score -4789224 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39945 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -4789472.000000 Penalty: 5267.403809
	Iteration 18Q: 3 clusters Score -4789472 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40110 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -4789608.500000 Penalty: 5267.403809
	Iteration 19Q: 3 clusters Score -4789608 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40211 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -4789688.000000 Penalty: 5267.403809
	Iteration 20F: 3 clusters Score -4789688 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40277 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -4789761.500000 Penalty: 5267.403809
	Iteration 21Q: 3 clusters Score -4789762 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40318 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -4789803.500000 Penalty: 5267.403809
	Iteration 22Q: 3 clusters Score -4789804 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40346 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -4789836.500000 Penalty: 5267.403809
	Iteration 23Q: 3 clusters Score -4789836 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40355 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -4789851.000000 Penalty: 5267.403809
	Iteration 24Q: 3 clusters Score -4789851 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40364 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -4789871.000000 Penalty: 5267.403809
	Iteration 25Q: 3 clusters Score -4789871 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40374 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -4789887.000000 Penalty: 5267.403809
	Iteration 26Q: 3 clusters Score -4789887 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40384 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -4789895.000000 Penalty: 5267.403809
	Iteration 27Q: 3 clusters Score -4789895 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40389 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -4789895.000000 Penalty: 5267.403809
	Iteration 28Q: 3 clusters Score -4789895 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40397 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -4789908.500000 Penalty: 5267.403809
	Iteration 29Q: 3 clusters Score -4789908 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40407 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -4789922.500000 Penalty: 5267.403809
	Iteration 30Q: 3 clusters Score -4789922 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40417 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -4789932.000000 Penalty: 5267.403809
	Iteration 31Q: 3 clusters Score -4789932 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40430 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -4789935.000000 Penalty: 5267.403809
	Iteration 32Q: 3 clusters Score -4789935 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40435 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -4789937.500000 Penalty: 5267.403809
	Iteration 33Q: 3 clusters Score -4789938 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40441 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -4789947.000000 Penalty: 5267.403809
	Iteration 34Q: 3 clusters Score -4789947 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40450 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -4789951.000000 Penalty: 5267.403809
	Iteration 35Q: 3 clusters Score -4789951 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40452 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -4789954.500000 Penalty: 5267.403809
	Iteration 36Q: 3 clusters Score -4789954 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40456 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -4789957.000000 Penalty: 5267.403809
	Iteration 37Q: 3 clusters Score -4789957 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40454 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -4789959.000000 Penalty: 5267.403809
	Iteration 38Q: 3 clusters Score -4789959 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40452 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -4789959.500000 Penalty: 5267.403809
	Iteration 39Q: 3 clusters Score -4789960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40453 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -4789963.500000 Penalty: 5267.403809
	Iteration 40F: 3 clusters Score -4789964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40457 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -4789966.500000 Penalty: 5267.403809
	Iteration 41Q: 3 clusters Score -4789966 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40459 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -4789973.500000 Penalty: 5267.403809
	Iteration 42Q: 3 clusters Score -4789974 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40467 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -4789984.000000 Penalty: 5267.403809
	Iteration 43Q: 3 clusters Score -4789984 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40472 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -4789996.500000 Penalty: 5267.403809
	Iteration 44Q: 3 clusters Score -4789996 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40470 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -4789995.000000 Penalty: 5267.403809
	Iteration 45Q: 3 clusters Score -4789995 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40469 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -4789997.500000 Penalty: 5267.403809
	Iteration 46Q: 3 clusters Score -4789998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40471 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -4789998.500000 Penalty: 5267.403809
	Iteration 47Q: 3 clusters Score -4789998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40473 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -4789999.500000 Penalty: 5267.403809
	Iteration 48Q: 3 clusters Score -4790000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40474 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -4789998.500000 Penalty: 5267.403809
	Iteration 49Q: 3 clusters Score -4789998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40475 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -4790000.000000 Penalty: 5267.403809
	Iteration 50Q: 3 clusters Score -4790000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40476 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -4790001.000000 Penalty: 5267.403809
	Iteration 51Q: 3 clusters Score -4790001 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40477 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -4789999.500000 Penalty: 5267.403809
	Iteration 52Q: 3 clusters Score -4790000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40478 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -4790003.000000 Penalty: 5267.403809
	Iteration 53Q: 3 clusters Score -4790003 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40479 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -4790005.500000 Penalty: 5267.403809
	Iteration 54Q: 3 clusters Score -4790006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40480 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -4790008.000000 Penalty: 5267.403809
	Iteration 55Q: 3 clusters Score -4790008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40480 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -4790008.500000 Penalty: 5267.403809
	Iteration 56Q: 3 clusters Score -4790008 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40480 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -4790008.500000 Penalty: 5267.403809
	Iteration 57F: 3 clusters Score -4790008 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (12802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12802 members 
Entering Unmasked Estep 
Score: -1520477.125000 Penalty: 2345.424316
	Iteration 0F: 2 clusters Score -1520477 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -1511023.750000 Penalty: 4690.848633
	Iteration 0F: 3 clusters Score -1511024 nChanged 5461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -1513898.250000 Penalty: 4690.848633
	Iteration 1F: 3 clusters Score -1513898 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -1514255.500000 Penalty: 4690.848633
	Iteration 2F: 3 clusters Score -1514256 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -1514562.250000 Penalty: 4690.848633
	Iteration 3F: 3 clusters Score -1514562 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -1514842.875000 Penalty: 4690.848633
	Iteration 4Q: 3 clusters Score -1514843 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -1515229.750000 Penalty: 4690.848633
	Iteration 5F: 3 clusters Score -1515230 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -1515753.750000 Penalty: 4690.848633
	Iteration 6F: 3 clusters Score -1515754 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -1516401.625000 Penalty: 4690.848633
	Iteration 7F: 3 clusters Score -1516402 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -1517103.000000 Penalty: 4690.848633
	Iteration 8F: 3 clusters Score -1517103 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -1517713.750000 Penalty: 4690.848633
	Iteration 9F: 3 clusters Score -1517714 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -1518138.875000 Penalty: 4690.848633
	Iteration 10Q: 3 clusters Score -1518139 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -1518399.875000 Penalty: 4690.848633
	Iteration 11Q: 3 clusters Score -1518400 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -1518575.125000 Penalty: 4690.848633
	Iteration 12Q: 3 clusters Score -1518575 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
Score: -1518669.000000 Penalty: 4690.848633
	Iteration 13Q: 3 clusters Score -1518669 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -1518735.500000 Penalty: 4690.848633
	Iteration 14Q: 3 clusters Score -1518736 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -1518805.250000 Penalty: 4690.848633
	Iteration 15Q: 3 clusters Score -1518805 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -1518867.625000 Penalty: 4690.848633
	Iteration 16Q: 3 clusters Score -1518868 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 12009 members 
Entering Unmasked Estep 
Score: -1518900.875000 Penalty: 4690.848633
	Iteration 17Q: 3 clusters Score -1518901 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -1518928.250000 Penalty: 4690.848633
	Iteration 18Q: 3 clusters Score -1518928 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -1518938.125000 Penalty: 4690.848633
	Iteration 19Q: 3 clusters Score -1518938 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -1518943.250000 Penalty: 4690.848633
	Iteration 20F: 3 clusters Score -1518943 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -1518951.000000 Penalty: 4690.848633
	Iteration 21Q: 3 clusters Score -1518951 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
Score: -1518953.875000 Penalty: 4690.848633
	Iteration 22Q: 3 clusters Score -1518954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 12071 members 
Entering Unmasked Estep 
Score: -1518956.500000 Penalty: 4690.848633
	Iteration 23Q: 3 clusters Score -1518956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -1518958.250000 Penalty: 4690.848633
	Iteration 24Q: 3 clusters Score -1518958 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 12080 members 
Entering Unmasked Estep 
Score: -1518961.875000 Penalty: 4690.848633
	Iteration 25Q: 3 clusters Score -1518962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -1518965.125000 Penalty: 4690.848633
	Iteration 26Q: 3 clusters Score -1518965 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -1518966.500000 Penalty: 4690.848633
	Iteration 27Q: 3 clusters Score -1518966 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 12089 members 
Entering Unmasked Estep 
Score: -1518972.875000 Penalty: 4690.848633
	Iteration 28Q: 3 clusters Score -1518973 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -1518975.750000 Penalty: 4690.848633
	Iteration 29Q: 3 clusters Score -1518976 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 12092 members 
Entering Unmasked Estep 
Score: -1518980.375000 Penalty: 4690.848633
	Iteration 30Q: 3 clusters Score -1518980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -1518981.750000 Penalty: 4690.848633
	Iteration 31Q: 3 clusters Score -1518982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -1518981.125000 Penalty: 4690.848633
	Iteration 32Q: 3 clusters Score -1518981 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
Score: -1518983.375000 Penalty: 4690.848633
	Iteration 33Q: 3 clusters Score -1518983 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 12103 members 
Entering Unmasked Estep 
Score: -1518987.250000 Penalty: 4690.848633
	Iteration 34Q: 3 clusters Score -1518987 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 12103 members 
Entering Unmasked Estep 
Score: -1518986.125000 Penalty: 4690.848633
	Iteration 35Q: 3 clusters Score -1518986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
Score: -1518986.750000 Penalty: 4690.848633
	Iteration 36Q: 3 clusters Score -1518987 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
Score: -1518986.750000 Penalty: 4690.848633
	Iteration 37F: 3 clusters Score -1518987 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (213862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213862 members 
Entering Unmasked Estep 
Score: -25829886.000000 Penalty: 3043.725586
	Iteration 0F: 2 clusters Score -2.582989e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106852 members 
Mstep: Class 2 contains 107010 members 
Entering Unmasked Estep 
Score: -25699164.000000 Penalty: 6087.451172
	Iteration 0F: 3 clusters Score -2.569916e+07 nChanged 102770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106222 members 
Mstep: Class 2 contains 107640 members 
Entering Unmasked Estep 
Score: -25759086.000000 Penalty: 6087.451172
	Iteration 1F: 3 clusters Score -2.575909e+07 nChanged 5060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105624 members 
Mstep: Class 2 contains 108238 members 
Entering Unmasked Estep 
Score: -25759728.000000 Penalty: 6087.451172
	Iteration 2Q: 3 clusters Score -2.575973e+07 nChanged 5486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104820 members 
Mstep: Class 2 contains 109042 members 
Entering Unmasked Estep 
Score: -25760760.000000 Penalty: 6087.451172
	Iteration 3Q: 3 clusters Score -2.576076e+07 nChanged 6086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103636 members 
Mstep: Class 2 contains 110226 members 
Entering Unmasked Estep 
Score: -25762356.000000 Penalty: 6087.451172
	Iteration 4Q: 3 clusters Score -2.576236e+07 nChanged 7191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101931 members 
Mstep: Class 2 contains 111931 members 
Entering Unmasked Estep 
Score: -25765250.000000 Penalty: 6087.451172
	Iteration 5Q: 3 clusters Score -2.576525e+07 nChanged 8647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99540 members 
Mstep: Class 2 contains 114322 members 
Entering Unmasked Estep 
Score: -25769382.000000 Penalty: 6087.451172
	Iteration 6Q: 3 clusters Score -2.576938e+07 nChanged 10030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96644 members 
Mstep: Class 2 contains 117218 members 
Entering Unmasked Estep 
Score: -25774114.000000 Penalty: 6087.451172
	Iteration 7Q: 3 clusters Score -2.577411e+07 nChanged 11067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93231 members 
Mstep: Class 2 contains 120631 members 
Entering Unmasked Estep 
Score: -25779650.000000 Penalty: 6087.451172
	Iteration 8F: 3 clusters Score -2.577965e+07 nChanged 11229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89398 members 
Mstep: Class 2 contains 124464 members 
Entering Unmasked Estep 
Score: -25785272.000000 Penalty: 6087.451172
	Iteration 9F: 3 clusters Score -2.578527e+07 nChanged 10710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85392 members 
Mstep: Class 2 contains 128470 members 
Entering Unmasked Estep 
Score: -25790102.000000 Penalty: 6087.451172
	Iteration 10F: 3 clusters Score -2.57901e+07 nChanged 9881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81485 members 
Mstep: Class 2 contains 132377 members 
Entering Unmasked Estep 
Score: -25794670.000000 Penalty: 6087.451172
	Iteration 11Q: 3 clusters Score -2.579467e+07 nChanged 8825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77820 members 
Mstep: Class 2 contains 136042 members 
Entering Unmasked Estep 
Score: -25798386.000000 Penalty: 6087.451172
	Iteration 12Q: 3 clusters Score -2.579839e+07 nChanged 7868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74424 members 
Mstep: Class 2 contains 139438 members 
Entering Unmasked Estep 
Score: -25801680.000000 Penalty: 6087.451172
	Iteration 13Q: 3 clusters Score -2.580168e+07 nChanged 6768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71492 members 
Mstep: Class 2 contains 142370 members 
Entering Unmasked Estep 
Score: -25804184.000000 Penalty: 6087.451172
	Iteration 14Q: 3 clusters Score -2.580418e+07 nChanged 5581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68819 members 
Mstep: Class 2 contains 145043 members 
Entering Unmasked Estep 
Score: -25805828.000000 Penalty: 6087.451172
	Iteration 15Q: 3 clusters Score -2.580583e+07 nChanged 4406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66415 members 
Mstep: Class 2 contains 147447 members 
Entering Unmasked Estep 
Score: -25806792.000000 Penalty: 6087.451172
	Iteration 16Q: 3 clusters Score -2.580679e+07 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64082 members 
Mstep: Class 2 contains 149780 members 
Entering Unmasked Estep 
Score: -25807442.000000 Penalty: 6087.451172
	Iteration 17Q: 3 clusters Score -2.580744e+07 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61793 members 
Mstep: Class 2 contains 152069 members 
Entering Unmasked Estep 
Score: -25807762.000000 Penalty: 6087.451172
	Iteration 18Q: 3 clusters Score -2.580776e+07 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59411 members 
Mstep: Class 2 contains 154451 members 
Entering Unmasked Estep 
Score: -25808274.000000 Penalty: 6087.451172
	Iteration 19Q: 3 clusters Score -2.580827e+07 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57004 members 
Mstep: Class 2 contains 156858 members 
Entering Unmasked Estep 
Score: -25808672.000000 Penalty: 6087.451172
	Iteration 20F: 3 clusters Score -2.580867e+07 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54478 members 
Mstep: Class 2 contains 159384 members 
Entering Unmasked Estep 
Score: -25809150.000000 Penalty: 6087.451172
	Iteration 21Q: 3 clusters Score -2.580915e+07 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51960 members 
Mstep: Class 2 contains 161902 members 
Entering Unmasked Estep 
Score: -25809594.000000 Penalty: 6087.451172
	Iteration 22Q: 3 clusters Score -2.580959e+07 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49539 members 
Mstep: Class 2 contains 164323 members 
Entering Unmasked Estep 
Score: -25809966.000000 Penalty: 6087.451172
	Iteration 23Q: 3 clusters Score -2.580997e+07 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47224 members 
Mstep: Class 2 contains 166638 members 
Entering Unmasked Estep 
Score: -25810318.000000 Penalty: 6087.451172
	Iteration 24Q: 3 clusters Score -2.581032e+07 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44875 members 
Mstep: Class 2 contains 168987 members 
Entering Unmasked Estep 
Score: -25810634.000000 Penalty: 6087.451172
	Iteration 25Q: 3 clusters Score -2.581063e+07 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42677 members 
Mstep: Class 2 contains 171185 members 
Entering Unmasked Estep 
Score: -25811002.000000 Penalty: 6087.451172
	Iteration 26Q: 3 clusters Score -2.5811e+07 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40613 members 
Mstep: Class 2 contains 173249 members 
Entering Unmasked Estep 
Score: -25811218.000000 Penalty: 6087.451172
	Iteration 27Q: 3 clusters Score -2.581122e+07 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38522 members 
Mstep: Class 2 contains 175340 members 
Entering Unmasked Estep 
Score: -25811360.000000 Penalty: 6087.451172
	Iteration 28Q: 3 clusters Score -2.581136e+07 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36469 members 
Mstep: Class 2 contains 177393 members 
Entering Unmasked Estep 
Score: -25811584.000000 Penalty: 6087.451172
	Iteration 29Q: 3 clusters Score -2.581158e+07 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34391 members 
Mstep: Class 2 contains 179471 members 
Entering Unmasked Estep 
Score: -25811946.000000 Penalty: 6087.451172
	Iteration 30Q: 3 clusters Score -2.581195e+07 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32331 members 
Mstep: Class 2 contains 181531 members 
Entering Unmasked Estep 
Score: -25812350.000000 Penalty: 6087.451172
	Iteration 31Q: 3 clusters Score -2.581235e+07 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30304 members 
Mstep: Class 2 contains 183558 members 
Entering Unmasked Estep 
Score: -25812708.000000 Penalty: 6087.451172
	Iteration 32Q: 3 clusters Score -2.581271e+07 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28324 members 
Mstep: Class 2 contains 185538 members 
Entering Unmasked Estep 
Score: -25813134.000000 Penalty: 6087.451172
	Iteration 33Q: 3 clusters Score -2.581313e+07 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26362 members 
Mstep: Class 2 contains 187500 members 
Entering Unmasked Estep 
Score: -25813508.000000 Penalty: 6087.451172
	Iteration 34Q: 3 clusters Score -2.581351e+07 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24573 members 
Mstep: Class 2 contains 189289 members 
Entering Unmasked Estep 
Score: -25813870.000000 Penalty: 6087.451172
	Iteration 35Q: 3 clusters Score -2.581387e+07 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22856 members 
Mstep: Class 2 contains 191006 members 
Entering Unmasked Estep 
Score: -25814412.000000 Penalty: 6087.451172
	Iteration 36Q: 3 clusters Score -2.581441e+07 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21161 members 
Mstep: Class 2 contains 192701 members 
Entering Unmasked Estep 
Score: -25814862.000000 Penalty: 6087.451172
	Iteration 37Q: 3 clusters Score -2.581486e+07 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19545 members 
Mstep: Class 2 contains 194317 members 
Entering Unmasked Estep 
Score: -25815320.000000 Penalty: 6087.451172
	Iteration 38Q: 3 clusters Score -2.581532e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17972 members 
Mstep: Class 2 contains 195890 members 
Entering Unmasked Estep 
Score: -25815874.000000 Penalty: 6087.451172
	Iteration 39Q: 3 clusters Score -2.581587e+07 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16453 members 
Mstep: Class 2 contains 197409 members 
Entering Unmasked Estep 
Score: -25816358.000000 Penalty: 6087.451172
	Iteration 40F: 3 clusters Score -2.581636e+07 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14910 members 
Mstep: Class 2 contains 198952 members 
Entering Unmasked Estep 
Score: -25816998.000000 Penalty: 6087.451172
	Iteration 41Q: 3 clusters Score -2.5817e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13446 members 
Mstep: Class 2 contains 200416 members 
Entering Unmasked Estep 
Score: -25817650.000000 Penalty: 6087.451172
	Iteration 42Q: 3 clusters Score -2.581765e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 201853 members 
Entering Unmasked Estep 
Score: -25818398.000000 Penalty: 6087.451172
	Iteration 43Q: 3 clusters Score -2.58184e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 203267 members 
Entering Unmasked Estep 
Score: -25819324.000000 Penalty: 6087.451172
	Iteration 44Q: 3 clusters Score -2.581932e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 204573 members 
Entering Unmasked Estep 
Score: -25820076.000000 Penalty: 6087.451172
	Iteration 45Q: 3 clusters Score -2.582008e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 205784 members 
Entering Unmasked Estep 
Score: -25820702.000000 Penalty: 6087.451172
	Iteration 46Q: 3 clusters Score -2.58207e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 206890 members 
Entering Unmasked Estep 
Score: -25821504.000000 Penalty: 6087.451172
	Iteration 47Q: 3 clusters Score -2.58215e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 207862 members 
Entering Unmasked Estep 
Score: -25822212.000000 Penalty: 6087.451172
	Iteration 48Q: 3 clusters Score -2.582221e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 208758 members 
Entering Unmasked Estep 
Score: -25822984.000000 Penalty: 6087.451172
	Iteration 49Q: 3 clusters Score -2.582298e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 209575 members 
Entering Unmasked Estep 
Score: -25823628.000000 Penalty: 6087.451172
	Iteration 50Q: 3 clusters Score -2.582363e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 210271 members 
Entering Unmasked Estep 
Score: -25824158.000000 Penalty: 6087.451172
	Iteration 51Q: 3 clusters Score -2.582416e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 210826 members 
Entering Unmasked Estep 
Score: -25824622.000000 Penalty: 6087.451172
	Iteration 52Q: 3 clusters Score -2.582462e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 211253 members 
Entering Unmasked Estep 
Score: -25824966.000000 Penalty: 6087.451172
	Iteration 53Q: 3 clusters Score -2.582497e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 211616 members 
Entering Unmasked Estep 
Score: -25825234.000000 Penalty: 6087.451172
	Iteration 54Q: 3 clusters Score -2.582523e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 211905 members 
Entering Unmasked Estep 
Score: -25825542.000000 Penalty: 6087.451172
	Iteration 55Q: 3 clusters Score -2.582554e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 212153 members 
Entering Unmasked Estep 
Score: -25825796.000000 Penalty: 6087.451172
	Iteration 56Q: 3 clusters Score -2.58258e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 212334 members 
Entering Unmasked Estep 
Score: -25825946.000000 Penalty: 6087.451172
	Iteration 57Q: 3 clusters Score -2.582595e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 212487 members 
Entering Unmasked Estep 
Score: -25826084.000000 Penalty: 6087.451172
	Iteration 58Q: 3 clusters Score -2.582608e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 212608 members 
Entering Unmasked Estep 
Score: -25826202.000000 Penalty: 6087.451172
	Iteration 59Q: 3 clusters Score -2.58262e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 212711 members 
Entering Unmasked Estep 
Score: -25826338.000000 Penalty: 6087.451172
	Iteration 60F: 3 clusters Score -2.582634e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 212780 members 
Entering Unmasked Estep 
Score: -25826394.000000 Penalty: 6087.451172
	Iteration 61Q: 3 clusters Score -2.582639e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 212858 members 
Entering Unmasked Estep 
Score: -25826498.000000 Penalty: 6087.451172
	Iteration 62Q: 3 clusters Score -2.58265e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 212922 members 
Entering Unmasked Estep 
Score: -25826556.000000 Penalty: 6087.451172
	Iteration 63Q: 3 clusters Score -2.582656e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 212982 members 
Entering Unmasked Estep 
Score: -25826652.000000 Penalty: 6087.451172
	Iteration 64Q: 3 clusters Score -2.582665e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 213033 members 
Entering Unmasked Estep 
Score: -25826712.000000 Penalty: 6087.451172
	Iteration 65Q: 3 clusters Score -2.582671e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 213066 members 
Entering Unmasked Estep 
Score: -25826758.000000 Penalty: 6087.451172
	Iteration 66Q: 3 clusters Score -2.582676e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 213098 members 
Entering Unmasked Estep 
Score: -25826796.000000 Penalty: 6087.451172
	Iteration 67Q: 3 clusters Score -2.58268e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 213124 members 
Entering Unmasked Estep 
Score: -25826846.000000 Penalty: 6087.451172
	Iteration 68Q: 3 clusters Score -2.582685e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 213143 members 
Entering Unmasked Estep 
Score: -25826882.000000 Penalty: 6087.451172
	Iteration 69Q: 3 clusters Score -2.582688e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 213163 members 
Entering Unmasked Estep 
Score: -25826916.000000 Penalty: 6087.451172
	Iteration 70Q: 3 clusters Score -2.582692e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 213176 members 
Entering Unmasked Estep 
Score: -25826948.000000 Penalty: 6087.451172
	Iteration 71Q: 3 clusters Score -2.582695e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 213192 members 
Entering Unmasked Estep 
Score: -25826934.000000 Penalty: 6087.451172
	Iteration 72Q: 3 clusters Score -2.582693e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 213209 members 
Entering Unmasked Estep 
Score: -25826958.000000 Penalty: 6087.451172
	Iteration 73Q: 3 clusters Score -2.582696e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 213215 members 
Entering Unmasked Estep 
Score: -25826960.000000 Penalty: 6087.451172
	Iteration 74Q: 3 clusters Score -2.582696e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 213220 members 
Entering Unmasked Estep 
Score: -25826966.000000 Penalty: 6087.451172
	Iteration 75Q: 3 clusters Score -2.582697e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 213227 members 
Entering Unmasked Estep 
Score: -25826980.000000 Penalty: 6087.451172
	Iteration 76Q: 3 clusters Score -2.582698e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 213231 members 
Entering Unmasked Estep 
Score: -25826988.000000 Penalty: 6087.451172
	Iteration 77Q: 3 clusters Score -2.582699e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 213230 members 
Entering Unmasked Estep 
Score: -25827004.000000 Penalty: 6087.451172
	Iteration 78Q: 3 clusters Score -2.5827e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 213234 members 
Entering Unmasked Estep 
Score: -25827010.000000 Penalty: 6087.451172
	Iteration 79Q: 3 clusters Score -2.582701e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 213235 members 
Entering Unmasked Estep 
Score: -25826994.000000 Penalty: 6087.451172
	Iteration 80F: 3 clusters Score -2.582699e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 213236 members 
Entering Unmasked Estep 
Score: -25827002.000000 Penalty: 6087.451172
	Iteration 81Q: 3 clusters Score -2.5827e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 213236 members 
Entering Unmasked Estep 
Score: -25827002.000000 Penalty: 6087.451172
	Iteration 82F: 3 clusters Score -2.5827e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Entering Unmasked Estep 
Score: -106850.679688 Penalty: 1717.303955
	Iteration 0F: 2 clusters Score -106850.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -104955.687500 Penalty: 3434.607910
	Iteration 0F: 3 clusters Score -104955.7 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -105245.007812 Penalty: 3434.607910
	Iteration 1F: 3 clusters Score -105245 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -105376.039062 Penalty: 3434.607910
	Iteration 2F: 3 clusters Score -105376 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -105525.679688 Penalty: 3434.607910
	Iteration 3F: 3 clusters Score -105525.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -105623.687500 Penalty: 3434.607910
	Iteration 4F: 3 clusters Score -105623.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -105686.984375 Penalty: 3434.607910
	Iteration 5Q: 3 clusters Score -105687 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -105740.273438 Penalty: 3434.607910
	Iteration 6Q: 3 clusters Score -105740.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -105797.734375 Penalty: 3434.607910
	Iteration 7Q: 3 clusters Score -105797.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -105867.750000 Penalty: 3434.607910
	Iteration 8Q: 3 clusters Score -105867.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -105913.046875 Penalty: 3434.607910
	Iteration 9Q: 3 clusters Score -105913 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -105941.414062 Penalty: 3434.607910
	Iteration 10Q: 3 clusters Score -105941.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -105958.234375 Penalty: 3434.607910
	Iteration 11Q: 3 clusters Score -105958.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -105979.937500 Penalty: 3434.607910
	Iteration 12Q: 3 clusters Score -105979.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -106012.656250 Penalty: 3434.607910
	Iteration 13Q: 3 clusters Score -106012.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -106044.585938 Penalty: 3434.607910
	Iteration 14Q: 3 clusters Score -106044.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -106074.460938 Penalty: 3434.607910
	Iteration 15Q: 3 clusters Score -106074.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -106094.523438 Penalty: 3434.607910
	Iteration 16Q: 3 clusters Score -106094.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -106110.875000 Penalty: 3434.607910
	Iteration 17Q: 3 clusters Score -106110.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -106125.835938 Penalty: 3434.607910
	Iteration 18Q: 3 clusters Score -106125.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -106134.875000 Penalty: 3434.607910
	Iteration 19Q: 3 clusters Score -106134.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -106144.000000 Penalty: 3434.607910
	Iteration 20F: 3 clusters Score -106144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -106144.867188 Penalty: 3434.607910
	Iteration 21Q: 3 clusters Score -106144.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -106149.078125 Penalty: 3434.607910
	Iteration 22Q: 3 clusters Score -106149.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -106149.078125 Penalty: 3434.607910
	Iteration 23F: 3 clusters Score -106149.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (27963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27963 members 
Entering Unmasked Estep 
Score: -3207800.000000 Penalty: 2539.182129
	Iteration 0F: 2 clusters Score -3207800 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14149 members 
Mstep: Class 2 contains 13814 members 
Entering Unmasked Estep 
Score: -3188614.000000 Penalty: 5078.364258
	Iteration 0F: 3 clusters Score -3188614 nChanged 12495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14926 members 
Mstep: Class 2 contains 13037 members 
Entering Unmasked Estep 
Score: -3195411.250000 Penalty: 5078.364258
	Iteration 1F: 3 clusters Score -3195411 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15392 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -3196254.750000 Penalty: 5078.364258
	Iteration 2F: 3 clusters Score -3196255 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15909 members 
Mstep: Class 2 contains 12054 members 
Entering Unmasked Estep 
Score: -3197125.500000 Penalty: 5078.364258
	Iteration 3F: 3 clusters Score -3197126 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16378 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -3197896.250000 Penalty: 5078.364258
	Iteration 4F: 3 clusters Score -3197896 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16848 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -3198514.000000 Penalty: 5078.364258
	Iteration 5Q: 3 clusters Score -3198514 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17328 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -3199002.250000 Penalty: 5078.364258
	Iteration 6Q: 3 clusters Score -3199002 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17842 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -3199413.250000 Penalty: 5078.364258
	Iteration 7Q: 3 clusters Score -3199413 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18428 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -3199789.250000 Penalty: 5078.364258
	Iteration 8Q: 3 clusters Score -3199789 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19121 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -3200206.000000 Penalty: 5078.364258
	Iteration 9Q: 3 clusters Score -3200206 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19896 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -3200662.750000 Penalty: 5078.364258
	Iteration 10Q: 3 clusters Score -3200663 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20733 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -3201126.000000 Penalty: 5078.364258
	Iteration 11Q: 3 clusters Score -3201126 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21647 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -3201623.750000 Penalty: 5078.364258
	Iteration 12Q: 3 clusters Score -3201624 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22595 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -3202204.750000 Penalty: 5078.364258
	Iteration 13Q: 3 clusters Score -3202205 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23564 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -3202797.000000 Penalty: 5078.364258
	Iteration 14Q: 3 clusters Score -3202797 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24455 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -3203383.250000 Penalty: 5078.364258
	Iteration 15Q: 3 clusters Score -3203383 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25242 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -3203935.250000 Penalty: 5078.364258
	Iteration 16Q: 3 clusters Score -3203935 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25873 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -3204362.500000 Penalty: 5078.364258
	Iteration 17Q: 3 clusters Score -3204362 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26362 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -3204727.500000 Penalty: 5078.364258
	Iteration 18Q: 3 clusters Score -3204728 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26732 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -3204984.750000 Penalty: 5078.364258
	Iteration 19Q: 3 clusters Score -3204985 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26987 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -3205170.250000 Penalty: 5078.364258
	Iteration 20F: 3 clusters Score -3205170 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27146 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -3205293.750000 Penalty: 5078.364258
	Iteration 21Q: 3 clusters Score -3205294 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27253 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -3205380.000000 Penalty: 5078.364258
	Iteration 22Q: 3 clusters Score -3205380 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27319 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -3205429.500000 Penalty: 5078.364258
	Iteration 23Q: 3 clusters Score -3205430 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27369 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -3205475.250000 Penalty: 5078.364258
	Iteration 24Q: 3 clusters Score -3205475 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27402 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -3205505.500000 Penalty: 5078.364258
	Iteration 25Q: 3 clusters Score -3205506 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27435 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -3205534.500000 Penalty: 5078.364258
	Iteration 26Q: 3 clusters Score -3205534 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27457 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -3205551.500000 Penalty: 5078.364258
	Iteration 27Q: 3 clusters Score -3205552 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27476 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -3205576.250000 Penalty: 5078.364258
	Iteration 28Q: 3 clusters Score -3205576 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27486 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -3205594.750000 Penalty: 5078.364258
	Iteration 29Q: 3 clusters Score -3205595 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27500 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -3205609.750000 Penalty: 5078.364258
	Iteration 30Q: 3 clusters Score -3205610 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27506 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -3205618.500000 Penalty: 5078.364258
	Iteration 31Q: 3 clusters Score -3205618 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27509 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -3205626.000000 Penalty: 5078.364258
	Iteration 32Q: 3 clusters Score -3205626 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27515 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -3205633.750000 Penalty: 5078.364258
	Iteration 33Q: 3 clusters Score -3205634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27516 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -3205633.750000 Penalty: 5078.364258
	Iteration 34Q: 3 clusters Score -3205634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27517 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -3205638.250000 Penalty: 5078.364258
	Iteration 35Q: 3 clusters Score -3205638 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27517 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -3205638.250000 Penalty: 5078.364258
	Iteration 36F: 3 clusters Score -3205638 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Entering Unmasked Estep 
Score: -102348.781250 Penalty: 1706.080322
	Iteration 0F: 2 clusters Score -102348.8 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 491 members 
Entering Unmasked Estep 
Score: -100491.593750 Penalty: 3412.160645
	Iteration 0F: 3 clusters Score -100491.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -100803.359375 Penalty: 3412.160645
	Iteration 1F: 3 clusters Score -100803.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -100944.210938 Penalty: 3412.160645
	Iteration 2F: 3 clusters Score -100944.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -101051.718750 Penalty: 3412.160645
	Iteration 3Q: 3 clusters Score -101051.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -101128.578125 Penalty: 3412.160645
	Iteration 4Q: 3 clusters Score -101128.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -101185.914062 Penalty: 3412.160645
	Iteration 5Q: 3 clusters Score -101185.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -101235.343750 Penalty: 3412.160645
	Iteration 6Q: 3 clusters Score -101235.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -101285.687500 Penalty: 3412.160645
	Iteration 7Q: 3 clusters Score -101285.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -101416.257812 Penalty: 3412.160645
	Iteration 8Q: 3 clusters Score -101416.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -101836.632812 Penalty: 3412.160645
	Iteration 9Q: 3 clusters Score -101836.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -102110.460938 Penalty: 3412.160645
	Iteration 10F: 3 clusters Score -102110.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -102178.234375 Penalty: 3412.160645
	Iteration 11Q: 3 clusters Score -102178.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -102219.312500 Penalty: 3412.160645
	Iteration 12Q: 3 clusters Score -102219.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -102268.523438 Penalty: 3412.160645
	Iteration 13Q: 3 clusters Score -102268.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -102296.421875 Penalty: 3412.160645
	Iteration 14Q: 3 clusters Score -102296.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -102325.023438 Penalty: 3412.160645
	Iteration 15Q: 3 clusters Score -102325 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -102341.703125 Penalty: 3412.160645
	Iteration 16Q: 3 clusters Score -102341.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -102353.031250 Penalty: 3412.160645
	Iteration 17Q: 3 clusters Score -102353 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -102358.257812 Penalty: 3412.160645
	Iteration 18Q: 3 clusters Score -102358.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -102358.828125 Penalty: 3412.160645
	Iteration 19Q: 3 clusters Score -102358.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -102358.828125 Penalty: 3412.160645
	Iteration 20F: 3 clusters Score -102358.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 239962 members 
Mstep: Class 2 contains 10417 members 
Mstep: Class 3 contains 88909 members 
Mstep: Class 4 contains 88815 members 
Mstep: Class 5 contains 4986 members 
Mstep: Class 6 contains 4042 members 
Mstep: Class 7 contains 6115 members 
Mstep: Class 8 contains 11114 members 
Mstep: Class 9 contains 18888 members 
Mstep: Class 10 contains 1316 members 
Mstep: Class 11 contains 30926 members 
Mstep: Class 12 contains 226019 members 
Mstep: Class 13 contains 113601 members 
Mstep: Class 14 contains 40936 members 
Mstep: Class 15 contains 12802 members 
Mstep: Class 16 contains 213862 members 
Mstep: Class 17 contains 1017 members 
Mstep: Class 18 contains 27963 members 
Mstep: Class 19 contains 801 members 
Mstep: Class 20 contains 4334 members 
Mstep: Class 21 contains 18809 members 
Mstep: Class 22 contains 10529 members 
Mstep: Class 23 contains 5295 members 
Mstep: Class 24 contains 40852 members 
Mstep: Class 25 contains 9952 members 
Mstep: Class 26 contains 1956 members 
Mstep: Class 27 contains 3438 members 
Mstep: Class 28 contains 26741 members 
Mstep: Class 29 contains 23525 members 
Mstep: Class 30 contains 25363 members 
Mstep: Class 31 contains 10295 members 
Mstep: Class 32 contains 9754 members 
Mstep: Class 33 contains 19503 members 
Mstep: Class 34 contains 1115 members 
Mstep: Class 35 contains 4002 members 
Mstep: Class 36 contains 2121 members 
Mstep: Class 37 contains 171 members 
Entering Unmasked Estep 
Score: -155658896.000000 Penalty: 129594.273438
Splitting cluster 19 changes total score from -155660832.000000 to -155658896.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (4334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Entering Unmasked Estep 
Score: -472518.968750 Penalty: 2076.813232
	Iteration 0F: 2 clusters Score -472519 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -468431.781250 Penalty: 4153.626465
	Iteration 0F: 3 clusters Score -468431.8 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -469371.531250 Penalty: 4153.626465
	Iteration 1F: 3 clusters Score -469371.5 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -469568.593750 Penalty: 4153.626465
	Iteration 2F: 3 clusters Score -469568.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -469704.000000 Penalty: 4153.626465
	Iteration 3Q: 3 clusters Score -469704 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -469784.031250 Penalty: 4153.626465
	Iteration 4Q: 3 clusters Score -469784 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -469843.531250 Penalty: 4153.626465
	Iteration 5Q: 3 clusters Score -469843.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -469887.125000 Penalty: 4153.626465
	Iteration 6Q: 3 clusters Score -469887.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -469930.562500 Penalty: 4153.626465
	Iteration 7Q: 3 clusters Score -469930.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -469981.218750 Penalty: 4153.626465
	Iteration 8Q: 3 clusters Score -469981.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -470035.000000 Penalty: 4153.626465
	Iteration 9Q: 3 clusters Score -470035 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -470113.218750 Penalty: 4153.626465
	Iteration 10Q: 3 clusters Score -470113.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -470208.031250 Penalty: 4153.626465
	Iteration 11Q: 3 clusters Score -470208 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -470302.187500 Penalty: 4153.626465
	Iteration 12Q: 3 clusters Score -470302.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -470383.187500 Penalty: 4153.626465
	Iteration 13Q: 3 clusters Score -470383.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -470460.750000 Penalty: 4153.626465
	Iteration 14Q: 3 clusters Score -470460.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -470545.000000 Penalty: 4153.626465
	Iteration 15Q: 3 clusters Score -470545 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -470624.187500 Penalty: 4153.626465
	Iteration 16Q: 3 clusters Score -470624.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -470694.656250 Penalty: 4153.626465
	Iteration 17Q: 3 clusters Score -470694.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -470738.093750 Penalty: 4153.626465
	Iteration 18Q: 3 clusters Score -470738.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -470779.281250 Penalty: 4153.626465
	Iteration 19Q: 3 clusters Score -470779.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -470823.531250 Penalty: 4153.626465
	Iteration 20F: 3 clusters Score -470823.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -470846.593750 Penalty: 4153.626465
	Iteration 21Q: 3 clusters Score -470846.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -470878.500000 Penalty: 4153.626465
	Iteration 22Q: 3 clusters Score -470878.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -470898.562500 Penalty: 4153.626465
	Iteration 23Q: 3 clusters Score -470898.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -470915.156250 Penalty: 4153.626465
	Iteration 24Q: 3 clusters Score -470915.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -470928.562500 Penalty: 4153.626465
	Iteration 25Q: 3 clusters Score -470928.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -470940.781250 Penalty: 4153.626465
	Iteration 26Q: 3 clusters Score -470940.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -470947.625000 Penalty: 4153.626465
	Iteration 27Q: 3 clusters Score -470947.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -470951.375000 Penalty: 4153.626465
	Iteration 28Q: 3 clusters Score -470951.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -470956.718750 Penalty: 4153.626465
	Iteration 29Q: 3 clusters Score -470956.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -470962.531250 Penalty: 4153.626465
	Iteration 30Q: 3 clusters Score -470962.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -470967.625000 Penalty: 4153.626465
	Iteration 31Q: 3 clusters Score -470967.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -470971.031250 Penalty: 4153.626465
	Iteration 32Q: 3 clusters Score -470971 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -470973.968750 Penalty: 4153.626465
	Iteration 33Q: 3 clusters Score -470974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -470976.750000 Penalty: 4153.626465
	Iteration 34Q: 3 clusters Score -470976.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -470977.875000 Penalty: 4153.626465
	Iteration 35Q: 3 clusters Score -470977.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -470979.218750 Penalty: 4153.626465
	Iteration 36Q: 3 clusters Score -470979.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -470981.468750 Penalty: 4153.626465
	Iteration 37Q: 3 clusters Score -470981.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -470984.281250 Penalty: 4153.626465
	Iteration 38Q: 3 clusters Score -470984.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -470984.406250 Penalty: 4153.626465
	Iteration 39Q: 3 clusters Score -470984.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -470985.406250 Penalty: 4153.626465
	Iteration 40F: 3 clusters Score -470985.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -470986.000000 Penalty: 4153.626465
	Iteration 41Q: 3 clusters Score -470986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -470987.718750 Penalty: 4153.626465
	Iteration 42Q: 3 clusters Score -470987.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -470990.406250 Penalty: 4153.626465
	Iteration 43Q: 3 clusters Score -470990.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -470990.218750 Penalty: 4153.626465
	Iteration 44Q: 3 clusters Score -470990.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -470990.593750 Penalty: 4153.626465
	Iteration 45Q: 3 clusters Score -470990.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -470992.000000 Penalty: 4153.626465
	Iteration 46Q: 3 clusters Score -470992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -470993.062500 Penalty: 4153.626465
	Iteration 47Q: 3 clusters Score -470993.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -470994.937500 Penalty: 4153.626465
	Iteration 48Q: 3 clusters Score -470994.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -470996.875000 Penalty: 4153.626465
	Iteration 49Q: 3 clusters Score -470996.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -470999.062500 Penalty: 4153.626465
	Iteration 50Q: 3 clusters Score -470999.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -471002.093750 Penalty: 4153.626465
	Iteration 51Q: 3 clusters Score -471002.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -471002.093750 Penalty: 4153.626465
	Iteration 52F: 3 clusters Score -471002.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (18809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18809 members 
Entering Unmasked Estep 
Score: -2178038.500000 Penalty: 2440.838379
	Iteration 0F: 2 clusters Score -2178038 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -2164699.500000 Penalty: 4881.676758
	Iteration 0F: 3 clusters Score -2164700 nChanged 8269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -2169098.500000 Penalty: 4881.676758
	Iteration 1F: 3 clusters Score -2169098 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -2169601.750000 Penalty: 4881.676758
	Iteration 2F: 3 clusters Score -2169602 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -2170088.000000 Penalty: 4881.676758
	Iteration 3F: 3 clusters Score -2170088 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -2170626.250000 Penalty: 4881.676758
	Iteration 4F: 3 clusters Score -2170626 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -2171265.500000 Penalty: 4881.676758
	Iteration 5F: 3 clusters Score -2171266 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -2172068.500000 Penalty: 4881.676758
	Iteration 6F: 3 clusters Score -2172068 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -2173091.000000 Penalty: 4881.676758
	Iteration 7F: 3 clusters Score -2173091 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -2174162.500000 Penalty: 4881.676758
	Iteration 8F: 3 clusters Score -2174162 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
Score: -2175192.000000 Penalty: 4881.676758
	Iteration 9F: 3 clusters Score -2175192 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 12128 members 
Entering Unmasked Estep 
Score: -2175979.500000 Penalty: 4881.676758
	Iteration 10Q: 3 clusters Score -2175980 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
Score: -2176478.500000 Penalty: 4881.676758
	Iteration 11Q: 3 clusters Score -2176478 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 12569 members 
Entering Unmasked Estep 
Score: -2176720.500000 Penalty: 4881.676758
	Iteration 12Q: 3 clusters Score -2176720 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 12754 members 
Entering Unmasked Estep 
Score: -2176841.250000 Penalty: 4881.676758
	Iteration 13Q: 3 clusters Score -2176841 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 12899 members 
Entering Unmasked Estep 
Score: -2176924.000000 Penalty: 4881.676758
	Iteration 14Q: 3 clusters Score -2176924 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 12996 members 
Entering Unmasked Estep 
Score: -2176962.750000 Penalty: 4881.676758
	Iteration 15Q: 3 clusters Score -2176963 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 13080 members 
Entering Unmasked Estep 
Score: -2176988.750000 Penalty: 4881.676758
	Iteration 16Q: 3 clusters Score -2176989 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 13157 members 
Entering Unmasked Estep 
Score: -2177015.000000 Penalty: 4881.676758
	Iteration 17Q: 3 clusters Score -2177015 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 13226 members 
Entering Unmasked Estep 
Score: -2177021.500000 Penalty: 4881.676758
	Iteration 18Q: 3 clusters Score -2177022 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 13282 members 
Entering Unmasked Estep 
Score: -2177039.500000 Penalty: 4881.676758
	Iteration 19Q: 3 clusters Score -2177040 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 13324 members 
Entering Unmasked Estep 
Score: -2177053.500000 Penalty: 4881.676758
	Iteration 20F: 3 clusters Score -2177054 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 13362 members 
Entering Unmasked Estep 
Score: -2177056.250000 Penalty: 4881.676758
	Iteration 21Q: 3 clusters Score -2177056 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 13397 members 
Entering Unmasked Estep 
Score: -2177063.750000 Penalty: 4881.676758
	Iteration 22Q: 3 clusters Score -2177064 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 13422 members 
Entering Unmasked Estep 
Score: -2177058.750000 Penalty: 4881.676758
	Iteration 23Q: 3 clusters Score -2177059 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 13435 members 
Entering Unmasked Estep 
Score: -2177058.500000 Penalty: 4881.676758
	Iteration 24Q: 3 clusters Score -2177058 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 13442 members 
Entering Unmasked Estep 
Score: -2177060.000000 Penalty: 4881.676758
	Iteration 25Q: 3 clusters Score -2177060 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 13450 members 
Entering Unmasked Estep 
Score: -2177061.750000 Penalty: 4881.676758
	Iteration 26Q: 3 clusters Score -2177062 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 13456 members 
Entering Unmasked Estep 
Score: -2177062.500000 Penalty: 4881.676758
	Iteration 27Q: 3 clusters Score -2177062 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 13463 members 
Entering Unmasked Estep 
Score: -2177061.500000 Penalty: 4881.676758
	Iteration 28Q: 3 clusters Score -2177062 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 13470 members 
Entering Unmasked Estep 
Score: -2177058.500000 Penalty: 4881.676758
	Iteration 29Q: 3 clusters Score -2177058 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 13477 members 
Entering Unmasked Estep 
Score: -2177061.000000 Penalty: 4881.676758
	Iteration 30Q: 3 clusters Score -2177061 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 13484 members 
Entering Unmasked Estep 
Score: -2177062.000000 Penalty: 4881.676758
	Iteration 31Q: 3 clusters Score -2177062 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 13491 members 
Entering Unmasked Estep 
Score: -2177062.250000 Penalty: 4881.676758
	Iteration 32Q: 3 clusters Score -2177062 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 13497 members 
Entering Unmasked Estep 
Score: -2177064.750000 Penalty: 4881.676758
	Iteration 33Q: 3 clusters Score -2177065 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 13506 members 
Entering Unmasked Estep 
Score: -2177062.000000 Penalty: 4881.676758
	Iteration 34Q: 3 clusters Score -2177062 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 13515 members 
Entering Unmasked Estep 
Score: -2177063.000000 Penalty: 4881.676758
	Iteration 35Q: 3 clusters Score -2177063 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 13523 members 
Entering Unmasked Estep 
Score: -2177065.750000 Penalty: 4881.676758
	Iteration 36Q: 3 clusters Score -2177066 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 13534 members 
Entering Unmasked Estep 
Score: -2177067.750000 Penalty: 4881.676758
	Iteration 37Q: 3 clusters Score -2177068 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 13543 members 
Entering Unmasked Estep 
Score: -2177069.750000 Penalty: 4881.676758
	Iteration 38Q: 3 clusters Score -2177070 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 13550 members 
Entering Unmasked Estep 
Score: -2177071.000000 Penalty: 4881.676758
	Iteration 39Q: 3 clusters Score -2177071 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 13554 members 
Entering Unmasked Estep 
Score: -2177067.000000 Penalty: 4881.676758
	Iteration 40F: 3 clusters Score -2177067 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 13560 members 
Entering Unmasked Estep 
Score: -2177064.750000 Penalty: 4881.676758
	Iteration 41Q: 3 clusters Score -2177065 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 13565 members 
Entering Unmasked Estep 
Score: -2177065.250000 Penalty: 4881.676758
	Iteration 42Q: 3 clusters Score -2177065 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 13571 members 
Entering Unmasked Estep 
Score: -2177069.000000 Penalty: 4881.676758
	Iteration 43Q: 3 clusters Score -2177069 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 13577 members 
Entering Unmasked Estep 
Score: -2177072.500000 Penalty: 4881.676758
	Iteration 44Q: 3 clusters Score -2177072 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 13583 members 
Entering Unmasked Estep 
Score: -2177070.250000 Penalty: 4881.676758
	Iteration 45Q: 3 clusters Score -2177070 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 13590 members 
Entering Unmasked Estep 
Score: -2177071.250000 Penalty: 4881.676758
	Iteration 46Q: 3 clusters Score -2177071 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 13595 members 
Entering Unmasked Estep 
Score: -2177074.250000 Penalty: 4881.676758
	Iteration 47Q: 3 clusters Score -2177074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 13598 members 
Entering Unmasked Estep 
Score: -2177073.500000 Penalty: 4881.676758
	Iteration 48Q: 3 clusters Score -2177074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 13599 members 
Entering Unmasked Estep 
Score: -2177072.500000 Penalty: 4881.676758
	Iteration 49Q: 3 clusters Score -2177072 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 13599 members 
Entering Unmasked Estep 
Score: -2177072.500000 Penalty: 4881.676758
	Iteration 50F: 3 clusters Score -2177072 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (10529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Entering Unmasked Estep 
Score: -1232221.875000 Penalty: 2296.948242
	Iteration 0F: 2 clusters Score -1232222 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -1224301.000000 Penalty: 4593.896484
	Iteration 0F: 3 clusters Score -1224301 nChanged 4369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -1226614.375000 Penalty: 4593.896484
	Iteration 1F: 3 clusters Score -1226614 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -1226927.000000 Penalty: 4593.896484
	Iteration 2F: 3 clusters Score -1226927 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -1227182.250000 Penalty: 4593.896484
	Iteration 3F: 3 clusters Score -1227182 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -1227393.375000 Penalty: 4593.896484
	Iteration 4Q: 3 clusters Score -1227393 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -1227578.250000 Penalty: 4593.896484
	Iteration 5Q: 3 clusters Score -1227578 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -1227762.625000 Penalty: 4593.896484
	Iteration 6Q: 3 clusters Score -1227763 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -1227962.875000 Penalty: 4593.896484
	Iteration 7Q: 3 clusters Score -1227963 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -1228193.625000 Penalty: 4593.896484
	Iteration 8Q: 3 clusters Score -1228194 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -1228468.250000 Penalty: 4593.896484
	Iteration 9Q: 3 clusters Score -1228468 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -1228698.375000 Penalty: 4593.896484
	Iteration 10Q: 3 clusters Score -1228698 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -1228944.750000 Penalty: 4593.896484
	Iteration 11Q: 3 clusters Score -1228945 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1229164.125000 Penalty: 4593.896484
	Iteration 12Q: 3 clusters Score -1229164 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1229396.250000 Penalty: 4593.896484
	Iteration 13Q: 3 clusters Score -1229396 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1229568.000000 Penalty: 4593.896484
	Iteration 14Q: 3 clusters Score -1229568 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1229725.250000 Penalty: 4593.896484
	Iteration 15Q: 3 clusters Score -1229725 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1229854.250000 Penalty: 4593.896484
	Iteration 16Q: 3 clusters Score -1229854 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1229928.750000 Penalty: 4593.896484
	Iteration 17Q: 3 clusters Score -1229929 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1229988.875000 Penalty: 4593.896484
	Iteration 18Q: 3 clusters Score -1229989 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1230038.625000 Penalty: 4593.896484
	Iteration 19Q: 3 clusters Score -1230039 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1230069.875000 Penalty: 4593.896484
	Iteration 20F: 3 clusters Score -1230070 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1230096.000000 Penalty: 4593.896484
	Iteration 21Q: 3 clusters Score -1230096 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1230112.125000 Penalty: 4593.896484
	Iteration 22Q: 3 clusters Score -1230112 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1230126.625000 Penalty: 4593.896484
	Iteration 23Q: 3 clusters Score -1230127 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1230138.500000 Penalty: 4593.896484
	Iteration 24Q: 3 clusters Score -1230138 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1230156.500000 Penalty: 4593.896484
	Iteration 25Q: 3 clusters Score -1230156 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1230166.250000 Penalty: 4593.896484
	Iteration 26Q: 3 clusters Score -1230166 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1230175.000000 Penalty: 4593.896484
	Iteration 27Q: 3 clusters Score -1230175 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1230186.250000 Penalty: 4593.896484
	Iteration 28Q: 3 clusters Score -1230186 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1230193.250000 Penalty: 4593.896484
	Iteration 29Q: 3 clusters Score -1230193 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1230197.500000 Penalty: 4593.896484
	Iteration 30Q: 3 clusters Score -1230198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1230198.125000 Penalty: 4593.896484
	Iteration 31Q: 3 clusters Score -1230198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1230198.375000 Penalty: 4593.896484
	Iteration 32Q: 3 clusters Score -1230198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1230200.375000 Penalty: 4593.896484
	Iteration 33Q: 3 clusters Score -1230200 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1230205.500000 Penalty: 4593.896484
	Iteration 34Q: 3 clusters Score -1230206 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1230208.375000 Penalty: 4593.896484
	Iteration 35Q: 3 clusters Score -1230208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1230211.750000 Penalty: 4593.896484
	Iteration 36Q: 3 clusters Score -1230212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1230211.250000 Penalty: 4593.896484
	Iteration 37Q: 3 clusters Score -1230211 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1230211.250000 Penalty: 4593.896484
	Iteration 38F: 3 clusters Score -1230211 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Entering Unmasked Estep 
Score: -573396.250000 Penalty: 2126.480469
	Iteration 0F: 2 clusters Score -573396.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -568700.500000 Penalty: 4252.960938
	Iteration 0F: 3 clusters Score -568700.5 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -569976.625000 Penalty: 4252.960938
	Iteration 1F: 3 clusters Score -569976.6 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -570252.375000 Penalty: 4252.960938
	Iteration 2F: 3 clusters Score -570252.4 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -570502.937500 Penalty: 4252.960938
	Iteration 3F: 3 clusters Score -570502.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -570776.250000 Penalty: 4252.960938
	Iteration 4F: 3 clusters Score -570776.2 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -571098.187500 Penalty: 4252.960938
	Iteration 5F: 3 clusters Score -571098.2 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -571503.062500 Penalty: 4252.960938
	Iteration 6F: 3 clusters Score -571503.1 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -571833.625000 Penalty: 4252.960938
	Iteration 7F: 3 clusters Score -571833.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -572049.125000 Penalty: 4252.960938
	Iteration 8Q: 3 clusters Score -572049.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -572212.375000 Penalty: 4252.960938
	Iteration 9Q: 3 clusters Score -572212.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -572320.687500 Penalty: 4252.960938
	Iteration 10Q: 3 clusters Score -572320.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -572402.562500 Penalty: 4252.960938
	Iteration 11Q: 3 clusters Score -572402.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -572471.000000 Penalty: 4252.960938
	Iteration 12Q: 3 clusters Score -572471 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -572537.500000 Penalty: 4252.960938
	Iteration 13Q: 3 clusters Score -572537.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -572589.812500 Penalty: 4252.960938
	Iteration 14Q: 3 clusters Score -572589.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -572638.562500 Penalty: 4252.960938
	Iteration 15Q: 3 clusters Score -572638.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -572678.437500 Penalty: 4252.960938
	Iteration 16Q: 3 clusters Score -572678.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -572701.125000 Penalty: 4252.960938
	Iteration 17Q: 3 clusters Score -572701.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -572713.875000 Penalty: 4252.960938
	Iteration 18Q: 3 clusters Score -572713.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -572725.562500 Penalty: 4252.960938
	Iteration 19Q: 3 clusters Score -572725.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -572734.437500 Penalty: 4252.960938
	Iteration 20F: 3 clusters Score -572734.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -572744.250000 Penalty: 4252.960938
	Iteration 21Q: 3 clusters Score -572744.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -572751.500000 Penalty: 4252.960938
	Iteration 22Q: 3 clusters Score -572751.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -572757.312500 Penalty: 4252.960938
	Iteration 23Q: 3 clusters Score -572757.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -572760.750000 Penalty: 4252.960938
	Iteration 24Q: 3 clusters Score -572760.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -572765.250000 Penalty: 4252.960938
	Iteration 25Q: 3 clusters Score -572765.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -572767.562500 Penalty: 4252.960938
	Iteration 26Q: 3 clusters Score -572767.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -572770.312500 Penalty: 4252.960938
	Iteration 27Q: 3 clusters Score -572770.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -572770.562500 Penalty: 4252.960938
	Iteration 28Q: 3 clusters Score -572770.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -572771.687500 Penalty: 4252.960938
	Iteration 29Q: 3 clusters Score -572771.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -572773.812500 Penalty: 4252.960938
	Iteration 30Q: 3 clusters Score -572773.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -572773.812500 Penalty: 4252.960938
	Iteration 31F: 3 clusters Score -572773.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (40852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40852 members 
Entering Unmasked Estep 
Score: -4469450.000000 Penalty: 2633.192383
	Iteration 0F: 2 clusters Score -4469450 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20579 members 
Mstep: Class 2 contains 20273 members 
Entering Unmasked Estep 
Score: -4441768.500000 Penalty: 5266.384766
	Iteration 0F: 3 clusters Score -4441768 nChanged 18609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21336 members 
Mstep: Class 2 contains 19516 members 
Entering Unmasked Estep 
Score: -4452436.000000 Penalty: 5266.384766
	Iteration 1F: 3 clusters Score -4452436 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21803 members 
Mstep: Class 2 contains 19049 members 
Entering Unmasked Estep 
Score: -4453272.500000 Penalty: 5266.384766
	Iteration 2F: 3 clusters Score -4453272 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22422 members 
Mstep: Class 2 contains 18430 members 
Entering Unmasked Estep 
Score: -4454189.000000 Penalty: 5266.384766
	Iteration 3F: 3 clusters Score -4454189 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23255 members 
Mstep: Class 2 contains 17597 members 
Entering Unmasked Estep 
Score: -4455263.500000 Penalty: 5266.384766
	Iteration 4F: 3 clusters Score -4455264 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24368 members 
Mstep: Class 2 contains 16484 members 
Entering Unmasked Estep 
Score: -4456585.500000 Penalty: 5266.384766
	Iteration 5F: 3 clusters Score -4456586 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25721 members 
Mstep: Class 2 contains 15131 members 
Entering Unmasked Estep 
Score: -4458145.000000 Penalty: 5266.384766
	Iteration 6F: 3 clusters Score -4458145 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27202 members 
Mstep: Class 2 contains 13650 members 
Entering Unmasked Estep 
Score: -4459699.500000 Penalty: 5266.384766
	Iteration 7F: 3 clusters Score -4459700 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28614 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
Score: -4461038.000000 Penalty: 5266.384766
	Iteration 8F: 3 clusters Score -4461038 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29855 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -4462184.000000 Penalty: 5266.384766
	Iteration 9Q: 3 clusters Score -4462184 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30964 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -4463087.000000 Penalty: 5266.384766
	Iteration 10Q: 3 clusters Score -4463087 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31891 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -4463760.000000 Penalty: 5266.384766
	Iteration 11Q: 3 clusters Score -4463760 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32711 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -4464330.000000 Penalty: 5266.384766
	Iteration 12Q: 3 clusters Score -4464330 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33421 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -4464778.000000 Penalty: 5266.384766
	Iteration 13Q: 3 clusters Score -4464778 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34030 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -4465085.000000 Penalty: 5266.384766
	Iteration 14Q: 3 clusters Score -4465085 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34595 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -4465340.000000 Penalty: 5266.384766
	Iteration 15Q: 3 clusters Score -4465340 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35130 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -4465586.500000 Penalty: 5266.384766
	Iteration 16Q: 3 clusters Score -4465586 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35663 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -4465848.000000 Penalty: 5266.384766
	Iteration 17Q: 3 clusters Score -4465848 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36152 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -4466097.500000 Penalty: 5266.384766
	Iteration 18Q: 3 clusters Score -4466098 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36588 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -4466312.500000 Penalty: 5266.384766
	Iteration 19Q: 3 clusters Score -4466312 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36954 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -4466522.500000 Penalty: 5266.384766
	Iteration 20F: 3 clusters Score -4466522 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37305 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -4466725.000000 Penalty: 5266.384766
	Iteration 21Q: 3 clusters Score -4466725 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37590 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -4466845.500000 Penalty: 5266.384766
	Iteration 22Q: 3 clusters Score -4466846 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37859 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -4466977.000000 Penalty: 5266.384766
	Iteration 23Q: 3 clusters Score -4466977 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38095 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -4467108.000000 Penalty: 5266.384766
	Iteration 24Q: 3 clusters Score -4467108 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38280 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -4467187.500000 Penalty: 5266.384766
	Iteration 25Q: 3 clusters Score -4467188 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38437 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -4467266.500000 Penalty: 5266.384766
	Iteration 26Q: 3 clusters Score -4467266 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38564 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -4467330.500000 Penalty: 5266.384766
	Iteration 27Q: 3 clusters Score -4467330 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38688 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -4467390.000000 Penalty: 5266.384766
	Iteration 28Q: 3 clusters Score -4467390 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38797 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -4467433.500000 Penalty: 5266.384766
	Iteration 29Q: 3 clusters Score -4467434 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38907 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -4467484.500000 Penalty: 5266.384766
	Iteration 30Q: 3 clusters Score -4467484 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38991 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -4467531.000000 Penalty: 5266.384766
	Iteration 31Q: 3 clusters Score -4467531 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39044 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -4467558.500000 Penalty: 5266.384766
	Iteration 32Q: 3 clusters Score -4467558 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39105 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -4467587.000000 Penalty: 5266.384766
	Iteration 33Q: 3 clusters Score -4467587 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39157 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -4467601.000000 Penalty: 5266.384766
	Iteration 34Q: 3 clusters Score -4467601 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39206 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -4467630.000000 Penalty: 5266.384766
	Iteration 35Q: 3 clusters Score -4467630 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39244 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -4467651.000000 Penalty: 5266.384766
	Iteration 36Q: 3 clusters Score -4467651 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39267 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -4467656.500000 Penalty: 5266.384766
	Iteration 37Q: 3 clusters Score -4467656 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39287 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -4467661.000000 Penalty: 5266.384766
	Iteration 38Q: 3 clusters Score -4467661 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39315 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -4467667.500000 Penalty: 5266.384766
	Iteration 39Q: 3 clusters Score -4467668 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39328 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -4467680.000000 Penalty: 5266.384766
	Iteration 40F: 3 clusters Score -4467680 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39343 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -4467692.000000 Penalty: 5266.384766
	Iteration 41Q: 3 clusters Score -4467692 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39356 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -4467698.000000 Penalty: 5266.384766
	Iteration 42Q: 3 clusters Score -4467698 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39359 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -4467696.000000 Penalty: 5266.384766
	Iteration 43Q: 3 clusters Score -4467696 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39366 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -4467703.000000 Penalty: 5266.384766
	Iteration 44Q: 3 clusters Score -4467703 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39371 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -4467703.500000 Penalty: 5266.384766
	Iteration 45Q: 3 clusters Score -4467704 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39376 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -4467704.000000 Penalty: 5266.384766
	Iteration 46Q: 3 clusters Score -4467704 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39383 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -4467713.500000 Penalty: 5266.384766
	Iteration 47Q: 3 clusters Score -4467714 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39393 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -4467705.000000 Penalty: 5266.384766
	Iteration 48Q: 3 clusters Score -4467705 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39404 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -4467705.500000 Penalty: 5266.384766
	Iteration 49Q: 3 clusters Score -4467706 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39417 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -4467714.500000 Penalty: 5266.384766
	Iteration 50Q: 3 clusters Score -4467714 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39426 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -4467728.500000 Penalty: 5266.384766
	Iteration 51Q: 3 clusters Score -4467728 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39435 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -4467723.500000 Penalty: 5266.384766
	Iteration 52Q: 3 clusters Score -4467724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39438 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -4467727.500000 Penalty: 5266.384766
	Iteration 53Q: 3 clusters Score -4467728 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39445 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -4467727.500000 Penalty: 5266.384766
	Iteration 54Q: 3 clusters Score -4467728 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39451 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -4467733.000000 Penalty: 5266.384766
	Iteration 55Q: 3 clusters Score -4467733 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39462 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -4467740.000000 Penalty: 5266.384766
	Iteration 56Q: 3 clusters Score -4467740 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39468 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -4467743.500000 Penalty: 5266.384766
	Iteration 57Q: 3 clusters Score -4467744 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39471 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -4467749.500000 Penalty: 5266.384766
	Iteration 58Q: 3 clusters Score -4467750 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39476 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -4467753.000000 Penalty: 5266.384766
	Iteration 59Q: 3 clusters Score -4467753 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39478 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -4467752.000000 Penalty: 5266.384766
	Iteration 60F: 3 clusters Score -4467752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39480 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -4467753.000000 Penalty: 5266.384766
	Iteration 61Q: 3 clusters Score -4467753 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39481 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -4467757.000000 Penalty: 5266.384766
	Iteration 62Q: 3 clusters Score -4467757 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39482 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -4467757.000000 Penalty: 5266.384766
	Iteration 63Q: 3 clusters Score -4467757 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39482 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -4467757.000000 Penalty: 5266.384766
	Iteration 64F: 3 clusters Score -4467757 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (9952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Entering Unmasked Estep 
Score: -1048100.937500 Penalty: 2282.971191
	Iteration 0F: 2 clusters Score -1048101 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -1040477.500000 Penalty: 4565.942383
	Iteration 0F: 3 clusters Score -1040478 nChanged 4132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -1042670.375000 Penalty: 4565.942383
	Iteration 1F: 3 clusters Score -1042670 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -1042976.375000 Penalty: 4565.942383
	Iteration 2F: 3 clusters Score -1042976 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -1043209.062500 Penalty: 4565.942383
	Iteration 3F: 3 clusters Score -1043209 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -1043391.437500 Penalty: 4565.942383
	Iteration 4Q: 3 clusters Score -1043391 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1043562.875000 Penalty: 4565.942383
	Iteration 5Q: 3 clusters Score -1043563 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -1043762.687500 Penalty: 4565.942383
	Iteration 6Q: 3 clusters Score -1043763 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -1043958.750000 Penalty: 4565.942383
	Iteration 7Q: 3 clusters Score -1043959 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -1044197.500000 Penalty: 4565.942383
	Iteration 8Q: 3 clusters Score -1044198 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -1044468.937500 Penalty: 4565.942383
	Iteration 9Q: 3 clusters Score -1044469 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -1044764.312500 Penalty: 4565.942383
	Iteration 10Q: 3 clusters Score -1044764 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -1045056.625000 Penalty: 4565.942383
	Iteration 11Q: 3 clusters Score -1045057 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -1045329.375000 Penalty: 4565.942383
	Iteration 12Q: 3 clusters Score -1045329 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -1045550.437500 Penalty: 4565.942383
	Iteration 13Q: 3 clusters Score -1045550 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -1045750.937500 Penalty: 4565.942383
	Iteration 14Q: 3 clusters Score -1045751 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -1045917.750000 Penalty: 4565.942383
	Iteration 15Q: 3 clusters Score -1045918 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -1046036.625000 Penalty: 4565.942383
	Iteration 16Q: 3 clusters Score -1046037 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -1046126.500000 Penalty: 4565.942383
	Iteration 17Q: 3 clusters Score -1046126 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -1046188.875000 Penalty: 4565.942383
	Iteration 18Q: 3 clusters Score -1046189 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -1046223.187500 Penalty: 4565.942383
	Iteration 19Q: 3 clusters Score -1046223 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -1046257.812500 Penalty: 4565.942383
	Iteration 20F: 3 clusters Score -1046258 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -1046279.812500 Penalty: 4565.942383
	Iteration 21Q: 3 clusters Score -1046280 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -1046291.625000 Penalty: 4565.942383
	Iteration 22Q: 3 clusters Score -1046292 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -1046300.187500 Penalty: 4565.942383
	Iteration 23Q: 3 clusters Score -1046300 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -1046308.937500 Penalty: 4565.942383
	Iteration 24Q: 3 clusters Score -1046309 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -1046318.000000 Penalty: 4565.942383
	Iteration 25Q: 3 clusters Score -1046318 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -1046325.875000 Penalty: 4565.942383
	Iteration 26Q: 3 clusters Score -1046326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -1046330.000000 Penalty: 4565.942383
	Iteration 27Q: 3 clusters Score -1046330 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -1046333.250000 Penalty: 4565.942383
	Iteration 28Q: 3 clusters Score -1046333 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -1046334.875000 Penalty: 4565.942383
	Iteration 29Q: 3 clusters Score -1046335 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -1046335.625000 Penalty: 4565.942383
	Iteration 30Q: 3 clusters Score -1046336 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -1046335.625000 Penalty: 4565.942383
	Iteration 31F: 3 clusters Score -1046336 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Entering Unmasked Estep 
Score: -187611.359375 Penalty: 1879.506836
	Iteration 0F: 2 clusters Score -187611.4 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 996 members 
Entering Unmasked Estep 
Score: -185080.750000 Penalty: 3759.013672
	Iteration 0F: 3 clusters Score -185080.8 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -185786.359375 Penalty: 3759.013672
	Iteration 1F: 3 clusters Score -185786.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -186280.734375 Penalty: 3759.013672
	Iteration 2F: 3 clusters Score -186280.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -186674.484375 Penalty: 3759.013672
	Iteration 3F: 3 clusters Score -186674.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -186862.671875 Penalty: 3759.013672
	Iteration 4F: 3 clusters Score -186862.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -186988.703125 Penalty: 3759.013672
	Iteration 5Q: 3 clusters Score -186988.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -187057.906250 Penalty: 3759.013672
	Iteration 6Q: 3 clusters Score -187057.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -187096.703125 Penalty: 3759.013672
	Iteration 7Q: 3 clusters Score -187096.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -187125.312500 Penalty: 3759.013672
	Iteration 8Q: 3 clusters Score -187125.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -187149.093750 Penalty: 3759.013672
	Iteration 9Q: 3 clusters Score -187149.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -187165.500000 Penalty: 3759.013672
	Iteration 10Q: 3 clusters Score -187165.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -187176.171875 Penalty: 3759.013672
	Iteration 11Q: 3 clusters Score -187176.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -187186.015625 Penalty: 3759.013672
	Iteration 12Q: 3 clusters Score -187186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -187188.546875 Penalty: 3759.013672
	Iteration 13Q: 3 clusters Score -187188.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -187194.296875 Penalty: 3759.013672
	Iteration 14Q: 3 clusters Score -187194.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -187198.234375 Penalty: 3759.013672
	Iteration 15Q: 3 clusters Score -187198.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -187199.796875 Penalty: 3759.013672
	Iteration 16Q: 3 clusters Score -187199.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -187200.296875 Penalty: 3759.013672
	Iteration 17Q: 3 clusters Score -187200.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -187200.640625 Penalty: 3759.013672
	Iteration 18Q: 3 clusters Score -187200.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -187201.484375 Penalty: 3759.013672
	Iteration 19Q: 3 clusters Score -187201.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -187201.437500 Penalty: 3759.013672
	Iteration 20F: 3 clusters Score -187201.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Entering Unmasked Estep 
Score: -391692.250000 Penalty: 2019.375977
	Iteration 0F: 2 clusters Score -391692.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -388136.562500 Penalty: 4038.751953
	Iteration 0F: 3 clusters Score -388136.6 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -388892.968750 Penalty: 4038.751953
	Iteration 1F: 3 clusters Score -388893 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -389070.406250 Penalty: 4038.751953
	Iteration 2F: 3 clusters Score -389070.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -389194.687500 Penalty: 4038.751953
	Iteration 3F: 3 clusters Score -389194.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -389279.593750 Penalty: 4038.751953
	Iteration 4Q: 3 clusters Score -389279.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -389342.343750 Penalty: 4038.751953
	Iteration 5Q: 3 clusters Score -389342.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -389391.593750 Penalty: 4038.751953
	Iteration 6Q: 3 clusters Score -389391.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -389434.187500 Penalty: 4038.751953
	Iteration 7Q: 3 clusters Score -389434.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -389469.718750 Penalty: 4038.751953
	Iteration 8Q: 3 clusters Score -389469.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -389496.375000 Penalty: 4038.751953
	Iteration 9Q: 3 clusters Score -389496.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -389524.718750 Penalty: 4038.751953
	Iteration 10Q: 3 clusters Score -389524.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -389543.656250 Penalty: 4038.751953
	Iteration 11Q: 3 clusters Score -389543.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -389568.281250 Penalty: 4038.751953
	Iteration 12Q: 3 clusters Score -389568.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -389593.718750 Penalty: 4038.751953
	Iteration 13Q: 3 clusters Score -389593.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -389623.562500 Penalty: 4038.751953
	Iteration 14Q: 3 clusters Score -389623.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -389654.468750 Penalty: 4038.751953
	Iteration 15Q: 3 clusters Score -389654.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -389677.593750 Penalty: 4038.751953
	Iteration 16Q: 3 clusters Score -389677.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -389701.312500 Penalty: 4038.751953
	Iteration 17Q: 3 clusters Score -389701.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -389724.875000 Penalty: 4038.751953
	Iteration 18Q: 3 clusters Score -389724.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -389748.437500 Penalty: 4038.751953
	Iteration 19Q: 3 clusters Score -389748.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -389776.750000 Penalty: 4038.751953
	Iteration 20F: 3 clusters Score -389776.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -389809.812500 Penalty: 4038.751953
	Iteration 21Q: 3 clusters Score -389809.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -389851.500000 Penalty: 4038.751953
	Iteration 22Q: 3 clusters Score -389851.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -389893.000000 Penalty: 4038.751953
	Iteration 23Q: 3 clusters Score -389893 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -389929.250000 Penalty: 4038.751953
	Iteration 24Q: 3 clusters Score -389929.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -389962.375000 Penalty: 4038.751953
	Iteration 25Q: 3 clusters Score -389962.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -389997.656250 Penalty: 4038.751953
	Iteration 26Q: 3 clusters Score -389997.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -390033.250000 Penalty: 4038.751953
	Iteration 27Q: 3 clusters Score -390033.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -390078.437500 Penalty: 4038.751953
	Iteration 28Q: 3 clusters Score -390078.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -390128.593750 Penalty: 4038.751953
	Iteration 29Q: 3 clusters Score -390128.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -390165.312500 Penalty: 4038.751953
	Iteration 30Q: 3 clusters Score -390165.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -390196.437500 Penalty: 4038.751953
	Iteration 31Q: 3 clusters Score -390196.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -390218.406250 Penalty: 4038.751953
	Iteration 32Q: 3 clusters Score -390218.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -390234.562500 Penalty: 4038.751953
	Iteration 33Q: 3 clusters Score -390234.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -390251.000000 Penalty: 4038.751953
	Iteration 34Q: 3 clusters Score -390251 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -390262.531250 Penalty: 4038.751953
	Iteration 35Q: 3 clusters Score -390262.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -390279.031250 Penalty: 4038.751953
	Iteration 36Q: 3 clusters Score -390279 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -390294.937500 Penalty: 4038.751953
	Iteration 37Q: 3 clusters Score -390294.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -390309.718750 Penalty: 4038.751953
	Iteration 38Q: 3 clusters Score -390309.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -390319.593750 Penalty: 4038.751953
	Iteration 39Q: 3 clusters Score -390319.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -390330.000000 Penalty: 4038.751953
	Iteration 40F: 3 clusters Score -390330 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -390337.906250 Penalty: 4038.751953
	Iteration 41Q: 3 clusters Score -390337.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -390343.093750 Penalty: 4038.751953
	Iteration 42Q: 3 clusters Score -390343.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -390346.437500 Penalty: 4038.751953
	Iteration 43Q: 3 clusters Score -390346.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -390350.125000 Penalty: 4038.751953
	Iteration 44Q: 3 clusters Score -390350.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -390354.468750 Penalty: 4038.751953
	Iteration 45Q: 3 clusters Score -390354.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -390358.437500 Penalty: 4038.751953
	Iteration 46Q: 3 clusters Score -390358.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -390362.625000 Penalty: 4038.751953
	Iteration 47Q: 3 clusters Score -390362.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -390367.281250 Penalty: 4038.751953
	Iteration 48Q: 3 clusters Score -390367.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -390372.250000 Penalty: 4038.751953
	Iteration 49Q: 3 clusters Score -390372.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -390374.937500 Penalty: 4038.751953
	Iteration 50Q: 3 clusters Score -390374.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -390377.062500 Penalty: 4038.751953
	Iteration 51Q: 3 clusters Score -390377.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -390379.093750 Penalty: 4038.751953
	Iteration 52Q: 3 clusters Score -390379.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -390382.781250 Penalty: 4038.751953
	Iteration 53Q: 3 clusters Score -390382.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -390385.968750 Penalty: 4038.751953
	Iteration 54Q: 3 clusters Score -390386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -390387.218750 Penalty: 4038.751953
	Iteration 55Q: 3 clusters Score -390387.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -390387.937500 Penalty: 4038.751953
	Iteration 56Q: 3 clusters Score -390387.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -390387.937500 Penalty: 4038.751953
	Iteration 57F: 3 clusters Score -390387.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (26741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26741 members 
Entering Unmasked Estep 
Score: -2982065.500000 Penalty: 2528.100586
	Iteration 0F: 2 clusters Score -2982066 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13420 members 
Mstep: Class 2 contains 13321 members 
Entering Unmasked Estep 
Score: -2963680.750000 Penalty: 5056.201172
	Iteration 0F: 3 clusters Score -2963681 nChanged 11885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 13312 members 
Entering Unmasked Estep 
Score: -2970159.750000 Penalty: 5056.201172
	Iteration 1F: 3 clusters Score -2970160 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13413 members 
Mstep: Class 2 contains 13328 members 
Entering Unmasked Estep 
Score: -2970688.250000 Penalty: 5056.201172
	Iteration 2F: 3 clusters Score -2970688 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13404 members 
Mstep: Class 2 contains 13337 members 
Entering Unmasked Estep 
Score: -2971188.500000 Penalty: 5056.201172
	Iteration 3Q: 3 clusters Score -2971188 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13306 members 
Mstep: Class 2 contains 13435 members 
Entering Unmasked Estep 
Score: -2971721.750000 Penalty: 5056.201172
	Iteration 4Q: 3 clusters Score -2971722 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13219 members 
Mstep: Class 2 contains 13522 members 
Entering Unmasked Estep 
Score: -2972284.000000 Penalty: 5056.201172
	Iteration 5Q: 3 clusters Score -2972284 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13101 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -2972875.250000 Penalty: 5056.201172
	Iteration 6Q: 3 clusters Score -2972875 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 13791 members 
Entering Unmasked Estep 
Score: -2973536.250000 Penalty: 5056.201172
	Iteration 7Q: 3 clusters Score -2973536 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12802 members 
Mstep: Class 2 contains 13939 members 
Entering Unmasked Estep 
Score: -2974206.500000 Penalty: 5056.201172
	Iteration 8Q: 3 clusters Score -2974206 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12647 members 
Mstep: Class 2 contains 14094 members 
Entering Unmasked Estep 
Score: -2974752.250000 Penalty: 5056.201172
	Iteration 9Q: 3 clusters Score -2974752 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12481 members 
Mstep: Class 2 contains 14260 members 
Entering Unmasked Estep 
Score: -2975200.250000 Penalty: 5056.201172
	Iteration 10Q: 3 clusters Score -2975200 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 14411 members 
Entering Unmasked Estep 
Score: -2975560.750000 Penalty: 5056.201172
	Iteration 11Q: 3 clusters Score -2975561 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 2 contains 14603 members 
Entering Unmasked Estep 
Score: -2975847.500000 Penalty: 5056.201172
	Iteration 12Q: 3 clusters Score -2975848 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11983 members 
Mstep: Class 2 contains 14758 members 
Entering Unmasked Estep 
Score: -2976100.000000 Penalty: 5056.201172
	Iteration 13Q: 3 clusters Score -2976100 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 14904 members 
Entering Unmasked Estep 
Score: -2976300.750000 Penalty: 5056.201172
	Iteration 14Q: 3 clusters Score -2976301 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11661 members 
Mstep: Class 2 contains 15080 members 
Entering Unmasked Estep 
Score: -2976496.750000 Penalty: 5056.201172
	Iteration 15Q: 3 clusters Score -2976497 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 15214 members 
Entering Unmasked Estep 
Score: -2976607.750000 Penalty: 5056.201172
	Iteration 16Q: 3 clusters Score -2976608 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 15371 members 
Entering Unmasked Estep 
Score: -2976748.000000 Penalty: 5056.201172
	Iteration 17Q: 3 clusters Score -2976748 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11193 members 
Mstep: Class 2 contains 15548 members 
Entering Unmasked Estep 
Score: -2976839.750000 Penalty: 5056.201172
	Iteration 18Q: 3 clusters Score -2976840 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 15751 members 
Entering Unmasked Estep 
Score: -2976943.750000 Penalty: 5056.201172
	Iteration 19Q: 3 clusters Score -2976944 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 15953 members 
Entering Unmasked Estep 
Score: -2977016.750000 Penalty: 5056.201172
	Iteration 20F: 3 clusters Score -2977017 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 16147 members 
Entering Unmasked Estep 
Score: -2977067.000000 Penalty: 5056.201172
	Iteration 21Q: 3 clusters Score -2977067 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 16332 members 
Entering Unmasked Estep 
Score: -2977121.000000 Penalty: 5056.201172
	Iteration 22Q: 3 clusters Score -2977121 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 16514 members 
Entering Unmasked Estep 
Score: -2977152.500000 Penalty: 5056.201172
	Iteration 23Q: 3 clusters Score -2977152 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 16717 members 
Entering Unmasked Estep 
Score: -2977205.000000 Penalty: 5056.201172
	Iteration 24Q: 3 clusters Score -2977205 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 16934 members 
Entering Unmasked Estep 
Score: -2977260.000000 Penalty: 5056.201172
	Iteration 25Q: 3 clusters Score -2977260 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 17170 members 
Entering Unmasked Estep 
Score: -2977307.000000 Penalty: 5056.201172
	Iteration 26Q: 3 clusters Score -2977307 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 17414 members 
Entering Unmasked Estep 
Score: -2977374.500000 Penalty: 5056.201172
	Iteration 27Q: 3 clusters Score -2977374 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 17660 members 
Entering Unmasked Estep 
Score: -2977420.750000 Penalty: 5056.201172
	Iteration 28Q: 3 clusters Score -2977421 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 17879 members 
Entering Unmasked Estep 
Score: -2977463.250000 Penalty: 5056.201172
	Iteration 29Q: 3 clusters Score -2977463 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 18111 members 
Entering Unmasked Estep 
Score: -2977519.250000 Penalty: 5056.201172
	Iteration 30Q: 3 clusters Score -2977519 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 18337 members 
Entering Unmasked Estep 
Score: -2977573.250000 Penalty: 5056.201172
	Iteration 31Q: 3 clusters Score -2977573 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 18587 members 
Entering Unmasked Estep 
Score: -2977629.750000 Penalty: 5056.201172
	Iteration 32Q: 3 clusters Score -2977630 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 18848 members 
Entering Unmasked Estep 
Score: -2977697.500000 Penalty: 5056.201172
	Iteration 33Q: 3 clusters Score -2977698 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 19101 members 
Entering Unmasked Estep 
Score: -2977770.000000 Penalty: 5056.201172
	Iteration 34Q: 3 clusters Score -2977770 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 19373 members 
Entering Unmasked Estep 
Score: -2977837.750000 Penalty: 5056.201172
	Iteration 35Q: 3 clusters Score -2977838 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 19642 members 
Entering Unmasked Estep 
Score: -2977888.500000 Penalty: 5056.201172
	Iteration 36Q: 3 clusters Score -2977888 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 19918 members 
Entering Unmasked Estep 
Score: -2977962.000000 Penalty: 5056.201172
	Iteration 37Q: 3 clusters Score -2977962 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 20235 members 
Entering Unmasked Estep 
Score: -2978050.250000 Penalty: 5056.201172
	Iteration 38Q: 3 clusters Score -2978050 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 20546 members 
Entering Unmasked Estep 
Score: -2978144.250000 Penalty: 5056.201172
	Iteration 39Q: 3 clusters Score -2978144 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 20863 members 
Entering Unmasked Estep 
Score: -2978251.000000 Penalty: 5056.201172
	Iteration 40F: 3 clusters Score -2978251 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 21176 members 
Entering Unmasked Estep 
Score: -2978339.250000 Penalty: 5056.201172
	Iteration 41Q: 3 clusters Score -2978339 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 21530 members 
Entering Unmasked Estep 
Score: -2978455.000000 Penalty: 5056.201172
	Iteration 42Q: 3 clusters Score -2978455 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 21895 members 
Entering Unmasked Estep 
Score: -2978589.000000 Penalty: 5056.201172
	Iteration 43Q: 3 clusters Score -2978589 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 22268 members 
Entering Unmasked Estep 
Score: -2978729.500000 Penalty: 5056.201172
	Iteration 44Q: 3 clusters Score -2978730 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 22603 members 
Entering Unmasked Estep 
Score: -2978834.250000 Penalty: 5056.201172
	Iteration 45Q: 3 clusters Score -2978834 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 22934 members 
Entering Unmasked Estep 
Score: -2978950.500000 Penalty: 5056.201172
	Iteration 46Q: 3 clusters Score -2978950 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 23250 members 
Entering Unmasked Estep 
Score: -2979085.250000 Penalty: 5056.201172
	Iteration 47Q: 3 clusters Score -2979085 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 23539 members 
Entering Unmasked Estep 
Score: -2979199.000000 Penalty: 5056.201172
	Iteration 48Q: 3 clusters Score -2979199 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 23821 members 
Entering Unmasked Estep 
Score: -2979318.250000 Penalty: 5056.201172
	Iteration 49Q: 3 clusters Score -2979318 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 24075 members 
Entering Unmasked Estep 
Score: -2979410.750000 Penalty: 5056.201172
	Iteration 50Q: 3 clusters Score -2979411 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 24300 members 
Entering Unmasked Estep 
Score: -2979508.750000 Penalty: 5056.201172
	Iteration 51Q: 3 clusters Score -2979509 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 24508 members 
Entering Unmasked Estep 
Score: -2979602.000000 Penalty: 5056.201172
	Iteration 52Q: 3 clusters Score -2979602 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 24681 members 
Entering Unmasked Estep 
Score: -2979684.750000 Penalty: 5056.201172
	Iteration 53Q: 3 clusters Score -2979685 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 24820 members 
Entering Unmasked Estep 
Score: -2979753.250000 Penalty: 5056.201172
	Iteration 54Q: 3 clusters Score -2979753 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 24952 members 
Entering Unmasked Estep 
Score: -2979812.250000 Penalty: 5056.201172
	Iteration 55Q: 3 clusters Score -2979812 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 25057 members 
Entering Unmasked Estep 
Score: -2979866.750000 Penalty: 5056.201172
	Iteration 56Q: 3 clusters Score -2979867 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 25153 members 
Entering Unmasked Estep 
Score: -2979917.750000 Penalty: 5056.201172
	Iteration 57Q: 3 clusters Score -2979918 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 25244 members 
Entering Unmasked Estep 
Score: -2979958.750000 Penalty: 5056.201172
	Iteration 58Q: 3 clusters Score -2979959 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 25305 members 
Entering Unmasked Estep 
Score: -2979977.750000 Penalty: 5056.201172
	Iteration 59Q: 3 clusters Score -2979978 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 25350 members 
Entering Unmasked Estep 
Score: -2979993.500000 Penalty: 5056.201172
	Iteration 60F: 3 clusters Score -2979994 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 25383 members 
Entering Unmasked Estep 
Score: -2980009.250000 Penalty: 5056.201172
	Iteration 61Q: 3 clusters Score -2980009 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 25418 members 
Entering Unmasked Estep 
Score: -2980026.500000 Penalty: 5056.201172
	Iteration 62Q: 3 clusters Score -2980026 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 25448 members 
Entering Unmasked Estep 
Score: -2980035.250000 Penalty: 5056.201172
	Iteration 63Q: 3 clusters Score -2980035 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 25469 members 
Entering Unmasked Estep 
Score: -2980043.000000 Penalty: 5056.201172
	Iteration 64Q: 3 clusters Score -2980043 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 25484 members 
Entering Unmasked Estep 
Score: -2980049.250000 Penalty: 5056.201172
	Iteration 65Q: 3 clusters Score -2980049 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 25501 members 
Entering Unmasked Estep 
Score: -2980056.500000 Penalty: 5056.201172
	Iteration 66Q: 3 clusters Score -2980056 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 25517 members 
Entering Unmasked Estep 
Score: -2980057.500000 Penalty: 5056.201172
	Iteration 67Q: 3 clusters Score -2980058 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 25530 members 
Entering Unmasked Estep 
Score: -2980057.000000 Penalty: 5056.201172
	Iteration 68Q: 3 clusters Score -2980057 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 25537 members 
Entering Unmasked Estep 
Score: -2980062.000000 Penalty: 5056.201172
	Iteration 69Q: 3 clusters Score -2980062 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 25548 members 
Entering Unmasked Estep 
Score: -2980066.000000 Penalty: 5056.201172
	Iteration 70Q: 3 clusters Score -2980066 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 25556 members 
Entering Unmasked Estep 
Score: -2980073.500000 Penalty: 5056.201172
	Iteration 71Q: 3 clusters Score -2980074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 25560 members 
Entering Unmasked Estep 
Score: -2980072.500000 Penalty: 5056.201172
	Iteration 72Q: 3 clusters Score -2980072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 25564 members 
Entering Unmasked Estep 
Score: -2980073.000000 Penalty: 5056.201172
	Iteration 73Q: 3 clusters Score -2980073 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 25565 members 
Entering Unmasked Estep 
Score: -2980072.500000 Penalty: 5056.201172
	Iteration 74Q: 3 clusters Score -2980072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 25564 members 
Entering Unmasked Estep 
Score: -2980072.500000 Penalty: 5056.201172
	Iteration 75Q: 3 clusters Score -2980072 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 25564 members 
Entering Unmasked Estep 
Score: -2980072.500000 Penalty: 5056.201172
	Iteration 76F: 3 clusters Score -2980072 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (23525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23525 members 
Entering Unmasked Estep 
Score: -2531444.000000 Penalty: 2496.322998
	Iteration 0F: 2 clusters Score -2531444 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -2514963.750000 Penalty: 4992.645996
	Iteration 0F: 3 clusters Score -2514964 nChanged 10460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 12140 members 
Entering Unmasked Estep 
Score: -2520773.500000 Penalty: 4992.645996
	Iteration 1F: 3 clusters Score -2520774 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 12277 members 
Entering Unmasked Estep 
Score: -2521372.500000 Penalty: 4992.645996
	Iteration 2F: 3 clusters Score -2521372 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -2521905.000000 Penalty: 4992.645996
	Iteration 3F: 3 clusters Score -2521905 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 12618 members 
Entering Unmasked Estep 
Score: -2522427.750000 Penalty: 4992.645996
	Iteration 4Q: 3 clusters Score -2522428 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 12853 members 
Entering Unmasked Estep 
Score: -2522920.000000 Penalty: 4992.645996
	Iteration 5Q: 3 clusters Score -2522920 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 13135 members 
Entering Unmasked Estep 
Score: -2523390.250000 Penalty: 4992.645996
	Iteration 6Q: 3 clusters Score -2523390 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 13409 members 
Entering Unmasked Estep 
Score: -2523866.750000 Penalty: 4992.645996
	Iteration 7Q: 3 clusters Score -2523867 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 13681 members 
Entering Unmasked Estep 
Score: -2524321.250000 Penalty: 4992.645996
	Iteration 8Q: 3 clusters Score -2524321 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 14005 members 
Entering Unmasked Estep 
Score: -2524855.250000 Penalty: 4992.645996
	Iteration 9Q: 3 clusters Score -2524855 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 14339 members 
Entering Unmasked Estep 
Score: -2525425.750000 Penalty: 4992.645996
	Iteration 10Q: 3 clusters Score -2525426 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 14660 members 
Entering Unmasked Estep 
Score: -2526020.500000 Penalty: 4992.645996
	Iteration 11Q: 3 clusters Score -2526020 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 14924 members 
Entering Unmasked Estep 
Score: -2526470.500000 Penalty: 4992.645996
	Iteration 12Q: 3 clusters Score -2526470 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 15130 members 
Entering Unmasked Estep 
Score: -2526769.250000 Penalty: 4992.645996
	Iteration 13Q: 3 clusters Score -2526769 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 15296 members 
Entering Unmasked Estep 
Score: -2526986.250000 Penalty: 4992.645996
	Iteration 14Q: 3 clusters Score -2526986 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 15463 members 
Entering Unmasked Estep 
Score: -2527141.250000 Penalty: 4992.645996
	Iteration 15Q: 3 clusters Score -2527141 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 15625 members 
Entering Unmasked Estep 
Score: -2527270.750000 Penalty: 4992.645996
	Iteration 16Q: 3 clusters Score -2527271 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 15793 members 
Entering Unmasked Estep 
Score: -2527364.000000 Penalty: 4992.645996
	Iteration 17Q: 3 clusters Score -2527364 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 15966 members 
Entering Unmasked Estep 
Score: -2527447.250000 Penalty: 4992.645996
	Iteration 18Q: 3 clusters Score -2527447 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 16111 members 
Entering Unmasked Estep 
Score: -2527526.250000 Penalty: 4992.645996
	Iteration 19Q: 3 clusters Score -2527526 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 16260 members 
Entering Unmasked Estep 
Score: -2527590.750000 Penalty: 4992.645996
	Iteration 20F: 3 clusters Score -2527591 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 16390 members 
Entering Unmasked Estep 
Score: -2527638.000000 Penalty: 4992.645996
	Iteration 21Q: 3 clusters Score -2527638 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 16502 members 
Entering Unmasked Estep 
Score: -2527686.500000 Penalty: 4992.645996
	Iteration 22Q: 3 clusters Score -2527686 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 16610 members 
Entering Unmasked Estep 
Score: -2527730.000000 Penalty: 4992.645996
	Iteration 23Q: 3 clusters Score -2527730 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 16723 members 
Entering Unmasked Estep 
Score: -2527775.750000 Penalty: 4992.645996
	Iteration 24Q: 3 clusters Score -2527776 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 16837 members 
Entering Unmasked Estep 
Score: -2527813.250000 Penalty: 4992.645996
	Iteration 25Q: 3 clusters Score -2527813 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 16953 members 
Entering Unmasked Estep 
Score: -2527855.750000 Penalty: 4992.645996
	Iteration 26Q: 3 clusters Score -2527856 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 17062 members 
Entering Unmasked Estep 
Score: -2527889.250000 Penalty: 4992.645996
	Iteration 27Q: 3 clusters Score -2527889 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 17167 members 
Entering Unmasked Estep 
Score: -2527911.000000 Penalty: 4992.645996
	Iteration 28Q: 3 clusters Score -2527911 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 17269 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -2527934 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 17372 members 
Entering Unmasked Estep 
Score: -2527969.250000 Penalty: 4992.645996
	Iteration 30Q: 3 clusters Score -2527969 nChanged 116
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 17476 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -2527982 nChanged 115
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 17589 members 
Entering Unmasked Estep 
Score: -2528007.000000 Penalty: 4992.645996
	Iteration 32Q: 3 clusters Score -2528007 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 17683 members 
Entering Unmasked Estep 
Score: -2528024.250000 Penalty: 4992.645996
	Iteration 33Q: 3 clusters Score -2528024 nChanged 106
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 17781 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -2528050 nChanged 99
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 17876 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -2528076 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 17963 members 
Entering Unmasked Estep 
Score: -2528091.250000 Penalty: 4992.645996
	Iteration 36Q: 3 clusters Score -2528091 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 18057 members 
Entering Unmasked Estep 
Score: -2528108.250000 Penalty: 4992.645996
	Iteration 37Q: 3 clusters Score -2528108 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 18144 members 
Entering Unmasked Estep 
Score: -2528134.750000 Penalty: 4992.645996
	Iteration 38Q: 3 clusters Score -2528135 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 18235 members 
Entering Unmasked Estep 
Score: -2528145.000000 Penalty: 4992.645996
	Iteration 39Q: 3 clusters Score -2528145 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 18322 members 
Entering Unmasked Estep 
Score: -2528166.250000 Penalty: 4992.645996
	Iteration 40F: 3 clusters Score -2528166 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 18417 members 
Entering Unmasked Estep 
Score: -2528194.250000 Penalty: 4992.645996
	Iteration 41Q: 3 clusters Score -2528194 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 18509 members 
Entering Unmasked Estep 
Score: -2528217.250000 Penalty: 4992.645996
	Iteration 42Q: 3 clusters Score -2528217 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 18607 members 
Entering Unmasked Estep 
Score: -2528240.250000 Penalty: 4992.645996
	Iteration 43Q: 3 clusters Score -2528240 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 18714 members 
Entering Unmasked Estep 
Score: -2528272.750000 Penalty: 4992.645996
	Iteration 44Q: 3 clusters Score -2528273 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 18797 members 
Entering Unmasked Estep 
Score: -2528287.000000 Penalty: 4992.645996
	Iteration 45Q: 3 clusters Score -2528287 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 18882 members 
Entering Unmasked Estep 
Score: -2528312.000000 Penalty: 4992.645996
	Iteration 46Q: 3 clusters Score -2528312 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 18961 members 
Entering Unmasked Estep 
Score: -2528323.250000 Penalty: 4992.645996
	Iteration 47Q: 3 clusters Score -2528323 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 19038 members 
Entering Unmasked Estep 
Score: -2528334.000000 Penalty: 4992.645996
	Iteration 48Q: 3 clusters Score -2528334 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 19114 members 
Entering Unmasked Estep 
Score: -2528347.500000 Penalty: 4992.645996
	Iteration 49Q: 3 clusters Score -2528348 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 19190 members 
Entering Unmasked Estep 
Score: -2528368.250000 Penalty: 4992.645996
	Iteration 50Q: 3 clusters Score -2528368 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 19267 members 
Entering Unmasked Estep 
Score: -2528390.750000 Penalty: 4992.645996
	Iteration 51Q: 3 clusters Score -2528391 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 19353 members 
Entering Unmasked Estep 
Score: -2528416.250000 Penalty: 4992.645996
	Iteration 52Q: 3 clusters Score -2528416 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 19444 members 
Entering Unmasked Estep 
Score: -2528424.500000 Penalty: 4992.645996
	Iteration 53Q: 3 clusters Score -2528424 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 19532 members 
Entering Unmasked Estep 
Score: -2528447.750000 Penalty: 4992.645996
	Iteration 54Q: 3 clusters Score -2528448 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 19617 members 
Entering Unmasked Estep 
Score: -2528470.000000 Penalty: 4992.645996
	Iteration 55Q: 3 clusters Score -2528470 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 19714 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -2528492 nChanged 110
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 19824 members 
Entering Unmasked Estep 
Score: -2528529.000000 Penalty: 4992.645996
	Iteration 57Q: 3 clusters Score -2528529 nChanged 114
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 19936 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -2528557 nChanged 129
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 20063 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -2528596 nChanged 124
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 20183 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -2528630 nChanged 127
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 20310 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -2528685 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 20445 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -2528748 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 20601 members 
Entering Unmasked Estep 
Score: -2528813.750000 Penalty: 4992.645996
	Iteration 63Q: 3 clusters Score -2528814 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 20764 members 
Entering Unmasked Estep 
Score: -2528911.500000 Penalty: 4992.645996
	Iteration 64Q: 3 clusters Score -2528912 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 20914 members 
Entering Unmasked Estep 
Score: -2528989.500000 Penalty: 4992.645996
	Iteration 65Q: 3 clusters Score -2528990 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 21059 members 
Entering Unmasked Estep 
Score: -2529066.750000 Penalty: 4992.645996
	Iteration 66Q: 3 clusters Score -2529067 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 21207 members 
Entering Unmasked Estep 
Score: -2529146.500000 Penalty: 4992.645996
	Iteration 67Q: 3 clusters Score -2529146 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 21343 members 
Entering Unmasked Estep 
Score: -2529198.000000 Penalty: 4992.645996
	Iteration 68Q: 3 clusters Score -2529198 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 21460 members 
Entering Unmasked Estep 
Score: -2529250.250000 Penalty: 4992.645996
	Iteration 69Q: 3 clusters Score -2529250 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 21565 members 
Entering Unmasked Estep 
Score: -2529309.250000 Penalty: 4992.645996
	Iteration 70Q: 3 clusters Score -2529309 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 21664 members 
Entering Unmasked Estep 
Score: -2529356.750000 Penalty: 4992.645996
	Iteration 71Q: 3 clusters Score -2529357 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 21729 members 
Entering Unmasked Estep 
Score: -2529380.500000 Penalty: 4992.645996
	Iteration 72Q: 3 clusters Score -2529380 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 21779 members 
Entering Unmasked Estep 
Score: -2529404.250000 Penalty: 4992.645996
	Iteration 73Q: 3 clusters Score -2529404 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 21834 members 
Entering Unmasked Estep 
Score: -2529422.250000 Penalty: 4992.645996
	Iteration 74Q: 3 clusters Score -2529422 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 21876 members 
Entering Unmasked Estep 
Score: -2529440.500000 Penalty: 4992.645996
	Iteration 75Q: 3 clusters Score -2529440 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 21907 members 
Entering Unmasked Estep 
Score: -2529454.000000 Penalty: 4992.645996
	Iteration 76Q: 3 clusters Score -2529454 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 21934 members 
Entering Unmasked Estep 
Score: -2529463.500000 Penalty: 4992.645996
	Iteration 77Q: 3 clusters Score -2529464 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 21954 members 
Entering Unmasked Estep 
Score: -2529475.250000 Penalty: 4992.645996
	Iteration 78Q: 3 clusters Score -2529475 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 21976 members 
Entering Unmasked Estep 
Score: -2529483.000000 Penalty: 4992.645996
	Iteration 79Q: 3 clusters Score -2529483 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 21989 members 
Entering Unmasked Estep 
Score: -2529488.250000 Penalty: 4992.645996
	Iteration 80F: 3 clusters Score -2529488 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 22000 members 
Entering Unmasked Estep 
Score: -2529489.000000 Penalty: 4992.645996
	Iteration 81Q: 3 clusters Score -2529489 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 22010 members 
Entering Unmasked Estep 
Score: -2529494.000000 Penalty: 4992.645996
	Iteration 82Q: 3 clusters Score -2529494 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 22021 members 
Entering Unmasked Estep 
Score: -2529499.500000 Penalty: 4992.645996
	Iteration 83Q: 3 clusters Score -2529500 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 22026 members 
Entering Unmasked Estep 
Score: -2529498.750000 Penalty: 4992.645996
	Iteration 84Q: 3 clusters Score -2529499 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 22033 members 
Entering Unmasked Estep 
Score: -2529501.000000 Penalty: 4992.645996
	Iteration 85Q: 3 clusters Score -2529501 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 22042 members 
Entering Unmasked Estep 
Score: -2529508.000000 Penalty: 4992.645996
	Iteration 86Q: 3 clusters Score -2529508 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 22052 members 
Entering Unmasked Estep 
Score: -2529509.500000 Penalty: 4992.645996
	Iteration 87Q: 3 clusters Score -2529510 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 22068 members 
Entering Unmasked Estep 
Score: -2529517.500000 Penalty: 4992.645996
	Iteration 88Q: 3 clusters Score -2529518 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 22080 members 
Entering Unmasked Estep 
Score: -2529528.500000 Penalty: 4992.645996
	Iteration 89Q: 3 clusters Score -2529528 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 22095 members 
Entering Unmasked Estep 
Score: -2529530.750000 Penalty: 4992.645996
	Iteration 90Q: 3 clusters Score -2529531 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 22101 members 
Entering Unmasked Estep 
Score: -2529535.500000 Penalty: 4992.645996
	Iteration 91Q: 3 clusters Score -2529536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 22107 members 
Entering Unmasked Estep 
Score: -2529538.500000 Penalty: 4992.645996
	Iteration 92Q: 3 clusters Score -2529538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 22112 members 
Entering Unmasked Estep 
Score: -2529538.750000 Penalty: 4992.645996
	Iteration 93Q: 3 clusters Score -2529539 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 22117 members 
Entering Unmasked Estep 
Score: -2529545.750000 Penalty: 4992.645996
	Iteration 94Q: 3 clusters Score -2529546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 22119 members 
Entering Unmasked Estep 
Score: -2529545.000000 Penalty: 4992.645996
	Iteration 95Q: 3 clusters Score -2529545 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 22125 members 
Entering Unmasked Estep 
Score: -2529547.500000 Penalty: 4992.645996
	Iteration 96Q: 3 clusters Score -2529548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 22127 members 
Entering Unmasked Estep 
Score: -2529548.250000 Penalty: 4992.645996
	Iteration 97Q: 3 clusters Score -2529548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 22130 members 
Entering Unmasked Estep 
Score: -2529550.500000 Penalty: 4992.645996
	Iteration 98Q: 3 clusters Score -2529550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 22131 members 
Entering Unmasked Estep 
Score: -2529547.750000 Penalty: 4992.645996
	Iteration 99Q: 3 clusters Score -2529548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 22134 members 
Entering Unmasked Estep 
Score: -2529549.750000 Penalty: 4992.645996
	Iteration 100F: 3 clusters Score -2529550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 22136 members 
Entering Unmasked Estep 
Score: -2529547.500000 Penalty: 4992.645996
	Iteration 101Q: 3 clusters Score -2529548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 22138 members 
Entering Unmasked Estep 
Score: -2529550.750000 Penalty: 4992.645996
	Iteration 102Q: 3 clusters Score -2529551 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 22140 members 
Entering Unmasked Estep 
Score: -2529550.750000 Penalty: 4992.645996
	Iteration 103Q: 3 clusters Score -2529551 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 22141 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -2529554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 22144 members 
Entering Unmasked Estep 
Score: -2529553.250000 Penalty: 4992.645996
	Iteration 105Q: 3 clusters Score -2529553 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 22146 members 
Entering Unmasked Estep 
Score: -2529557.500000 Penalty: 4992.645996
	Iteration 106Q: 3 clusters Score -2529558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 22149 members 
Entering Unmasked Estep 
Score: -2529561.750000 Penalty: 4992.645996
	Iteration 107Q: 3 clusters Score -2529562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 22151 members 
Entering Unmasked Estep 
Score: -2529561.500000 Penalty: 4992.645996
	Iteration 108Q: 3 clusters Score -2529562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 22155 members 
Entering Unmasked Estep 
Score: -2529564.000000 Penalty: 4992.645996
	Iteration 109Q: 3 clusters Score -2529564 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 22159 members 
Entering Unmasked Estep 
Score: -2529563.250000 Penalty: 4992.645996
	Iteration 110Q: 3 clusters Score -2529563 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 22161 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -2529564 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 22161 members 
Entering Unmasked Estep 
Score: -2529564.250000 Penalty: 4992.645996
	Iteration 112F: 3 clusters Score -2529564 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (25363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25363 members 
Entering Unmasked Estep 
Score: -2950941.250000 Penalty: 2514.979492
	Iteration 0F: 2 clusters Score -2950941 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12675 members 
Mstep: Class 2 contains 12688 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -2933337 nChanged 11418
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12711 members 
Mstep: Class 2 contains 12652 members 
Entering Unmasked Estep 
Score: -2939453.500000 Penalty: 5029.958984
	Iteration 1F: 3 clusters Score -2939454 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 12596 members 
Entering Unmasked Estep 
Score: -2939857.500000 Penalty: 5029.958984
	Iteration 2Q: 3 clusters Score -2939858 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -2940192.500000 Penalty: 5029.958984
	Iteration 3Q: 3 clusters Score -2940192 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12989 members 
Mstep: Class 2 contains 12374 members 
Entering Unmasked Estep 
Score: -2940476.500000 Penalty: 5029.958984
	Iteration 4Q: 3 clusters Score -2940476 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 12175 members 
Entering Unmasked Estep 
Score: -2940765.000000 Penalty: 5029.958984
	Iteration 5Q: 3 clusters Score -2940765 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13422 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -2941069.500000 Penalty: 5029.958984
	Iteration 6Q: 3 clusters Score -2941070 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -2941405.000000 Penalty: 5029.958984
	Iteration 7Q: 3 clusters Score -2941405 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -2941790.750000 Penalty: 5029.958984
	Iteration 8Q: 3 clusters Score -2941791 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14819 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -2942189.250000 Penalty: 5029.958984
	Iteration 9Q: 3 clusters Score -2942189 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15504 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -2942648.500000 Penalty: 5029.958984
	Iteration 10Q: 3 clusters Score -2942648 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16289 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -2943152.250000 Penalty: 5029.958984
	Iteration 11Q: 3 clusters Score -2943152 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17137 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -2943648.500000 Penalty: 5029.958984
	Iteration 12Q: 3 clusters Score -2943648 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18028 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -2944143.750000 Penalty: 5029.958984
	Iteration 13Q: 3 clusters Score -2944144 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18958 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -2944709.750000 Penalty: 5029.958984
	Iteration 14Q: 3 clusters Score -2944710 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19930 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -2945421.750000 Penalty: 5029.958984
	Iteration 15Q: 3 clusters Score -2945422 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20871 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -2946416.000000 Penalty: 5029.958984
	Iteration 16Q: 3 clusters Score -2946416 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21642 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -2947671.000000 Penalty: 5029.958984
	Iteration 17Q: 3 clusters Score -2947671 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22065 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -2948381.750000 Penalty: 5029.958984
	Iteration 18Q: 3 clusters Score -2948382 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22343 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -2948624.000000 Penalty: 5029.958984
	Iteration 19Q: 3 clusters Score -2948624 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22547 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -2948746.250000 Penalty: 5029.958984
	Iteration 20F: 3 clusters Score -2948746 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22714 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -2948829.500000 Penalty: 5029.958984
	Iteration 21Q: 3 clusters Score -2948830 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22836 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -2948880.500000 Penalty: 5029.958984
	Iteration 22Q: 3 clusters Score -2948880 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22920 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -2948914.750000 Penalty: 5029.958984
	Iteration 23Q: 3 clusters Score -2948915 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23011 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -2948943.000000 Penalty: 5029.958984
	Iteration 24Q: 3 clusters Score -2948943 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23078 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -2948964.500000 Penalty: 5029.958984
	Iteration 25Q: 3 clusters Score -2948964 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23134 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -2948976.750000 Penalty: 5029.958984
	Iteration 26Q: 3 clusters Score -2948977 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23172 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -2948981.750000 Penalty: 5029.958984
	Iteration 27Q: 3 clusters Score -2948982 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23198 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -2948995.500000 Penalty: 5029.958984
	Iteration 28Q: 3 clusters Score -2948996 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23219 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -2948997.500000 Penalty: 5029.958984
	Iteration 29Q: 3 clusters Score -2948998 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23244 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -2949006.000000 Penalty: 5029.958984
	Iteration 30Q: 3 clusters Score -2949006 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23267 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -2949015.500000 Penalty: 5029.958984
	Iteration 31Q: 3 clusters Score -2949016 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23287 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -2949017.000000 Penalty: 5029.958984
	Iteration 32Q: 3 clusters Score -2949017 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23304 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -2949022.250000 Penalty: 5029.958984
	Iteration 33Q: 3 clusters Score -2949022 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23313 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -2949027.500000 Penalty: 5029.958984
	Iteration 34Q: 3 clusters Score -2949028 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23322 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -2949025.250000 Penalty: 5029.958984
	Iteration 35Q: 3 clusters Score -2949025 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23330 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -2949028.000000 Penalty: 5029.958984
	Iteration 36Q: 3 clusters Score -2949028 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23341 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -2949039.000000 Penalty: 5029.958984
	Iteration 37Q: 3 clusters Score -2949039 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23351 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -2949030.750000 Penalty: 5029.958984
	Iteration 38Q: 3 clusters Score -2949031 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23357 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -2949037.500000 Penalty: 5029.958984
	Iteration 39Q: 3 clusters Score -2949038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23358 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -2949040.250000 Penalty: 5029.958984
	Iteration 40F: 3 clusters Score -2949040 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (10295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Entering Unmasked Estep 
Score: -1178853.375000 Penalty: 2291.374512
	Iteration 0F: 2 clusters Score -1178853 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -1171086.250000 Penalty: 4582.749023
	Iteration 0F: 3 clusters Score -1171086 nChanged 4260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -1173426.625000 Penalty: 4582.749023
	Iteration 1F: 3 clusters Score -1173427 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -1173718.500000 Penalty: 4582.749023
	Iteration 2F: 3 clusters Score -1173718 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -1173918.500000 Penalty: 4582.749023
	Iteration 3Q: 3 clusters Score -1173918 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -1174079.000000 Penalty: 4582.749023
	Iteration 4Q: 3 clusters Score -1174079 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -1174206.625000 Penalty: 4582.749023
	Iteration 5Q: 3 clusters Score -1174207 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1174324.500000 Penalty: 4582.749023
	Iteration 6Q: 3 clusters Score -1174324 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -1174453.625000 Penalty: 4582.749023
	Iteration 7Q: 3 clusters Score -1174454 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1174587.125000 Penalty: 4582.749023
	Iteration 8Q: 3 clusters Score -1174587 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -1174747.625000 Penalty: 4582.749023
	Iteration 9Q: 3 clusters Score -1174748 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -1174947.125000 Penalty: 4582.749023
	Iteration 10Q: 3 clusters Score -1174947 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -1175228.875000 Penalty: 4582.749023
	Iteration 11Q: 3 clusters Score -1175229 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -1175547.625000 Penalty: 4582.749023
	Iteration 12Q: 3 clusters Score -1175548 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -1175870.625000 Penalty: 4582.749023
	Iteration 13Q: 3 clusters Score -1175871 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -1176164.000000 Penalty: 4582.749023
	Iteration 14Q: 3 clusters Score -1176164 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -1176409.125000 Penalty: 4582.749023
	Iteration 15Q: 3 clusters Score -1176409 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -1176634.625000 Penalty: 4582.749023
	Iteration 16Q: 3 clusters Score -1176635 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1176794.000000 Penalty: 4582.749023
	Iteration 17Q: 3 clusters Score -1176794 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1176910.750000 Penalty: 4582.749023
	Iteration 18Q: 3 clusters Score -1176911 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1177013.000000 Penalty: 4582.749023
	Iteration 19Q: 3 clusters Score -1177013 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1177084.000000 Penalty: 4582.749023
	Iteration 20F: 3 clusters Score -1177084 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1177144.625000 Penalty: 4582.749023
	Iteration 21Q: 3 clusters Score -1177145 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1177182.500000 Penalty: 4582.749023
	Iteration 22Q: 3 clusters Score -1177182 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1177211.875000 Penalty: 4582.749023
	Iteration 23Q: 3 clusters Score -1177212 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1177232.500000 Penalty: 4582.749023
	Iteration 24Q: 3 clusters Score -1177232 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1177253.500000 Penalty: 4582.749023
	Iteration 25Q: 3 clusters Score -1177254 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1177263.875000 Penalty: 4582.749023
	Iteration 26Q: 3 clusters Score -1177264 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1177278.625000 Penalty: 4582.749023
	Iteration 27Q: 3 clusters Score -1177279 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1177291.500000 Penalty: 4582.749023
	Iteration 28Q: 3 clusters Score -1177292 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1177302.750000 Penalty: 4582.749023
	Iteration 29Q: 3 clusters Score -1177303 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1177312.875000 Penalty: 4582.749023
	Iteration 30Q: 3 clusters Score -1177313 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1177322.000000 Penalty: 4582.749023
	Iteration 31Q: 3 clusters Score -1177322 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1177328.625000 Penalty: 4582.749023
	Iteration 32Q: 3 clusters Score -1177329 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1177329.125000 Penalty: 4582.749023
	Iteration 33Q: 3 clusters Score -1177329 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1177327.500000 Penalty: 4582.749023
	Iteration 34Q: 3 clusters Score -1177328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1177329.875000 Penalty: 4582.749023
	Iteration 35Q: 3 clusters Score -1177330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1177332.000000 Penalty: 4582.749023
	Iteration 36Q: 3 clusters Score -1177332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1177331.250000 Penalty: 4582.749023
	Iteration 37Q: 3 clusters Score -1177331 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1177332.250000 Penalty: 4582.749023
	Iteration 38Q: 3 clusters Score -1177332 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1177332.250000 Penalty: 4582.749023
	Iteration 39F: 3 clusters Score -1177332 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (9754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Entering Unmasked Estep 
Score: -1100159.375000 Penalty: 2277.987305
	Iteration 0F: 2 clusters Score -1100159 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -1092642.750000 Penalty: 4555.974609
	Iteration 0F: 3 clusters Score -1092643 nChanged 4027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -1094840.000000 Penalty: 4555.974609
	Iteration 1F: 3 clusters Score -1094840 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -1095232.375000 Penalty: 4555.974609
	Iteration 2F: 3 clusters Score -1095232 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -1095520.500000 Penalty: 4555.974609
	Iteration 3F: 3 clusters Score -1095520 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -1095792.000000 Penalty: 4555.974609
	Iteration 4Q: 3 clusters Score -1095792 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -1096090.625000 Penalty: 4555.974609
	Iteration 5Q: 3 clusters Score -1096091 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -1096466.875000 Penalty: 4555.974609
	Iteration 6F: 3 clusters Score -1096467 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -1096850.375000 Penalty: 4555.974609
	Iteration 7F: 3 clusters Score -1096850 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -1097195.000000 Penalty: 4555.974609
	Iteration 8Q: 3 clusters Score -1097195 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1097501.750000 Penalty: 4555.974609
	Iteration 9Q: 3 clusters Score -1097502 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -1097753.500000 Penalty: 4555.974609
	Iteration 10Q: 3 clusters Score -1097754 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -1097931.500000 Penalty: 4555.974609
	Iteration 11Q: 3 clusters Score -1097932 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -1098054.500000 Penalty: 4555.974609
	Iteration 12Q: 3 clusters Score -1098054 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -1098135.500000 Penalty: 4555.974609
	Iteration 13Q: 3 clusters Score -1098136 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -1098202.000000 Penalty: 4555.974609
	Iteration 14Q: 3 clusters Score -1098202 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -1098251.625000 Penalty: 4555.974609
	Iteration 15Q: 3 clusters Score -1098252 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -1098283.375000 Penalty: 4555.974609
	Iteration 16Q: 3 clusters Score -1098283 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -1098311.000000 Penalty: 4555.974609
	Iteration 17Q: 3 clusters Score -1098311 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -1098330.125000 Penalty: 4555.974609
	Iteration 18Q: 3 clusters Score -1098330 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -1098342.750000 Penalty: 4555.974609
	Iteration 19Q: 3 clusters Score -1098343 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -1098351.625000 Penalty: 4555.974609
	Iteration 20F: 3 clusters Score -1098352 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -1098360.625000 Penalty: 4555.974609
	Iteration 21Q: 3 clusters Score -1098361 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -1098364.875000 Penalty: 4555.974609
	Iteration 22Q: 3 clusters Score -1098365 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -1098369.875000 Penalty: 4555.974609
	Iteration 23Q: 3 clusters Score -1098370 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -1098375.375000 Penalty: 4555.974609
	Iteration 24Q: 3 clusters Score -1098375 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -1098378.375000 Penalty: 4555.974609
	Iteration 25Q: 3 clusters Score -1098378 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -1098379.875000 Penalty: 4555.974609
	Iteration 26Q: 3 clusters Score -1098380 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -1098387.250000 Penalty: 4555.974609
	Iteration 27Q: 3 clusters Score -1098387 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -1098391.125000 Penalty: 4555.974609
	Iteration 28Q: 3 clusters Score -1098391 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -1098397.875000 Penalty: 4555.974609
	Iteration 29Q: 3 clusters Score -1098398 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -1098405.375000 Penalty: 4555.974609
	Iteration 30Q: 3 clusters Score -1098405 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -1098409.000000 Penalty: 4555.974609
	Iteration 31Q: 3 clusters Score -1098409 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -1098411.750000 Penalty: 4555.974609
	Iteration 32Q: 3 clusters Score -1098412 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -1098416.625000 Penalty: 4555.974609
	Iteration 33Q: 3 clusters Score -1098417 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -1098417.625000 Penalty: 4555.974609
	Iteration 34Q: 3 clusters Score -1098418 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -1098420.875000 Penalty: 4555.974609
	Iteration 35Q: 3 clusters Score -1098421 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -1098424.750000 Penalty: 4555.974609
	Iteration 36Q: 3 clusters Score -1098425 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -1098429.750000 Penalty: 4555.974609
	Iteration 37Q: 3 clusters Score -1098430 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -1098428.375000 Penalty: 4555.974609
	Iteration 38Q: 3 clusters Score -1098428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -1098430.500000 Penalty: 4555.974609
	Iteration 39Q: 3 clusters Score -1098430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -1098429.000000 Penalty: 4555.974609
	Iteration 40F: 3 clusters Score -1098429 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -1098429.375000 Penalty: 4555.974609
	Iteration 41Q: 3 clusters Score -1098429 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -1098431.625000 Penalty: 4555.974609
	Iteration 42Q: 3 clusters Score -1098432 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -1098431.500000 Penalty: 4555.974609
	Iteration 43Q: 3 clusters Score -1098432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -1098432.625000 Penalty: 4555.974609
	Iteration 44Q: 3 clusters Score -1098433 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -1098432.625000 Penalty: 4555.974609
	Iteration 45F: 3 clusters Score -1098433 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (19503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19503 members 
Entering Unmasked Estep 
Score: -2239672.250000 Penalty: 2449.824219
	Iteration 0F: 2 clusters Score -2239672 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -2225991.500000 Penalty: 4899.648438
	Iteration 0F: 3 clusters Score -2225992 nChanged 8520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -2230485.750000 Penalty: 4899.648438
	Iteration 1F: 3 clusters Score -2230486 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -2231075.750000 Penalty: 4899.648438
	Iteration 2F: 3 clusters Score -2231076 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -2231792.000000 Penalty: 4899.648438
	Iteration 3F: 3 clusters Score -2231792 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -2232520.750000 Penalty: 4899.648438
	Iteration 4F: 3 clusters Score -2232521 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -2233268.750000 Penalty: 4899.648438
	Iteration 5F: 3 clusters Score -2233269 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -2234079.750000 Penalty: 4899.648438
	Iteration 6F: 3 clusters Score -2234080 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -2234980.750000 Penalty: 4899.648438
	Iteration 7F: 3 clusters Score -2234981 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -2235849.250000 Penalty: 4899.648438
	Iteration 8F: 3 clusters Score -2235849 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -2236558.500000 Penalty: 4899.648438
	Iteration 9F: 3 clusters Score -2236558 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 12052 members 
Entering Unmasked Estep 
Score: -2236947.750000 Penalty: 4899.648438
	Iteration 10Q: 3 clusters Score -2236948 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -2237149.000000 Penalty: 4899.648438
	Iteration 11Q: 3 clusters Score -2237149 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -2237272.500000 Penalty: 4899.648438
	Iteration 12Q: 3 clusters Score -2237272 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -2237355.500000 Penalty: 4899.648438
	Iteration 13Q: 3 clusters Score -2237356 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -2237429.250000 Penalty: 4899.648438
	Iteration 14Q: 3 clusters Score -2237429 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 11724 members 
Entering Unmasked Estep 
Score: -2237483.250000 Penalty: 4899.648438
	Iteration 15Q: 3 clusters Score -2237483 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -2237524.750000 Penalty: 4899.648438
	Iteration 16Q: 3 clusters Score -2237525 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -2237577.750000 Penalty: 4899.648438
	Iteration 17Q: 3 clusters Score -2237578 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 11312 members 
Entering Unmasked Estep 
Score: -2237631.000000 Penalty: 4899.648438
	Iteration 18Q: 3 clusters Score -2237631 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -2237695.000000 Penalty: 4899.648438
	Iteration 19Q: 3 clusters Score -2237695 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -2237740.250000 Penalty: 4899.648438
	Iteration 20F: 3 clusters Score -2237740 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -2237784.000000 Penalty: 4899.648438
	Iteration 21Q: 3 clusters Score -2237784 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -2237834.000000 Penalty: 4899.648438
	Iteration 22Q: 3 clusters Score -2237834 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -2237872.750000 Penalty: 4899.648438
	Iteration 23Q: 3 clusters Score -2237873 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -2237928.000000 Penalty: 4899.648438
	Iteration 24Q: 3 clusters Score -2237928 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -2237962.250000 Penalty: 4899.648438
	Iteration 25Q: 3 clusters Score -2237962 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -2237996.250000 Penalty: 4899.648438
	Iteration 26Q: 3 clusters Score -2237996 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -2238040.000000 Penalty: 4899.648438
	Iteration 27Q: 3 clusters Score -2238040 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -2238076.000000 Penalty: 4899.648438
	Iteration 28Q: 3 clusters Score -2238076 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -2238123.750000 Penalty: 4899.648438
	Iteration 29Q: 3 clusters Score -2238124 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -2238174.250000 Penalty: 4899.648438
	Iteration 30Q: 3 clusters Score -2238174 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -2238216.500000 Penalty: 4899.648438
	Iteration 31Q: 3 clusters Score -2238216 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -2238246.750000 Penalty: 4899.648438
	Iteration 32Q: 3 clusters Score -2238247 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -2238285.250000 Penalty: 4899.648438
	Iteration 33Q: 3 clusters Score -2238285 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -2238311.000000 Penalty: 4899.648438
	Iteration 34Q: 3 clusters Score -2238311 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -2238342.250000 Penalty: 4899.648438
	Iteration 35Q: 3 clusters Score -2238342 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -2238377.250000 Penalty: 4899.648438
	Iteration 36Q: 3 clusters Score -2238377 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -2238419.000000 Penalty: 4899.648438
	Iteration 37Q: 3 clusters Score -2238419 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -2238454.000000 Penalty: 4899.648438
	Iteration 38Q: 3 clusters Score -2238454 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -2238479.000000 Penalty: 4899.648438
	Iteration 39Q: 3 clusters Score -2238479 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -2238518.500000 Penalty: 4899.648438
	Iteration 40F: 3 clusters Score -2238518 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -2238522.000000 Penalty: 4899.648438
	Iteration 41Q: 3 clusters Score -2238522 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -2238536.000000 Penalty: 4899.648438
	Iteration 42Q: 3 clusters Score -2238536 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11794 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -2238550.750000 Penalty: 4899.648438
	Iteration 43Q: 3 clusters Score -2238551 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11866 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -2238574.750000 Penalty: 4899.648438
	Iteration 44Q: 3 clusters Score -2238575 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -2238585.000000 Penalty: 4899.648438
	Iteration 45Q: 3 clusters Score -2238585 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -2238596.750000 Penalty: 4899.648438
	Iteration 46Q: 3 clusters Score -2238597 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -2238615.000000 Penalty: 4899.648438
	Iteration 47Q: 3 clusters Score -2238615 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -2238613.000000 Penalty: 4899.648438
	Iteration 48Q: 3 clusters Score -2238613 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -2238616.250000 Penalty: 4899.648438
	Iteration 49Q: 3 clusters Score -2238616 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12188 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -2238625.000000 Penalty: 4899.648438
	Iteration 50Q: 3 clusters Score -2238625 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12223 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -2238636.250000 Penalty: 4899.648438
	Iteration 51Q: 3 clusters Score -2238636 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -2238636.000000 Penalty: 4899.648438
	Iteration 52Q: 3 clusters Score -2238636 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -2238634.500000 Penalty: 4899.648438
	Iteration 53Q: 3 clusters Score -2238634 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12321 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -2238637.500000 Penalty: 4899.648438
	Iteration 54Q: 3 clusters Score -2238638 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -2238639.750000 Penalty: 4899.648438
	Iteration 55Q: 3 clusters Score -2238640 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -2238637.000000 Penalty: 4899.648438
	Iteration 56Q: 3 clusters Score -2238637 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12362 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -2238641.750000 Penalty: 4899.648438
	Iteration 57Q: 3 clusters Score -2238642 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -2238639.500000 Penalty: 4899.648438
	Iteration 58Q: 3 clusters Score -2238640 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -2238641.250000 Penalty: 4899.648438
	Iteration 59Q: 3 clusters Score -2238641 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -2238640.500000 Penalty: 4899.648438
	Iteration 60F: 3 clusters Score -2238640 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -2238643.500000 Penalty: 4899.648438
	Iteration 61Q: 3 clusters Score -2238644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12411 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -2238646.000000 Penalty: 4899.648438
	Iteration 62Q: 3 clusters Score -2238646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12414 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -2238645.750000 Penalty: 4899.648438
	Iteration 63Q: 3 clusters Score -2238646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12417 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -2238646.000000 Penalty: 4899.648438
	Iteration 64Q: 3 clusters Score -2238646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12421 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -2238643.750000 Penalty: 4899.648438
	Iteration 65Q: 3 clusters Score -2238644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -2238647.250000 Penalty: 4899.648438
	Iteration 66Q: 3 clusters Score -2238647 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -2238647.250000 Penalty: 4899.648438
	Iteration 67F: 3 clusters Score -2238647 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Entering Unmasked Estep 
Score: -118465.328125 Penalty: 1740.119141
	Iteration 0F: 2 clusters Score -118465.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -116457.453125 Penalty: 3480.238281
	Iteration 0F: 3 clusters Score -116457.5 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -116879.648438 Penalty: 3480.238281
	Iteration 1F: 3 clusters Score -116879.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -117099.351562 Penalty: 3480.238281
	Iteration 2F: 3 clusters Score -117099.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -117254.703125 Penalty: 3480.238281
	Iteration 3F: 3 clusters Score -117254.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -117397.062500 Penalty: 3480.238281
	Iteration 4Q: 3 clusters Score -117397.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -117483.296875 Penalty: 3480.238281
	Iteration 5Q: 3 clusters Score -117483.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -117554.062500 Penalty: 3480.238281
	Iteration 6Q: 3 clusters Score -117554.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -117621.812500 Penalty: 3480.238281
	Iteration 7Q: 3 clusters Score -117621.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -117715.218750 Penalty: 3480.238281
	Iteration 8Q: 3 clusters Score -117715.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -117808.757812 Penalty: 3480.238281
	Iteration 9Q: 3 clusters Score -117808.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -117890.406250 Penalty: 3480.238281
	Iteration 10Q: 3 clusters Score -117890.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -117910.914062 Penalty: 3480.238281
	Iteration 11Q: 3 clusters Score -117910.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -117922.625000 Penalty: 3480.238281
	Iteration 12Q: 3 clusters Score -117922.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -117927.578125 Penalty: 3480.238281
	Iteration 13Q: 3 clusters Score -117927.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -117933.781250 Penalty: 3480.238281
	Iteration 14Q: 3 clusters Score -117933.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -117939.820312 Penalty: 3480.238281
	Iteration 15Q: 3 clusters Score -117939.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -117941.125000 Penalty: 3480.238281
	Iteration 16Q: 3 clusters Score -117941.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -117941.125000 Penalty: 3480.238281
	Iteration 17F: 3 clusters Score -117941.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (4002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Entering Unmasked Estep 
Score: -439421.937500 Penalty: 2057.048340
	Iteration 0F: 2 clusters Score -439421.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -435544.562500 Penalty: 4114.096680
	Iteration 0F: 3 clusters Score -435544.6 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -436392.531250 Penalty: 4114.096680
	Iteration 1F: 3 clusters Score -436392.5 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -436631.937500 Penalty: 4114.096680
	Iteration 2F: 3 clusters Score -436631.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -436767.875000 Penalty: 4114.096680
	Iteration 3F: 3 clusters Score -436767.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -436854.687500 Penalty: 4114.096680
	Iteration 4Q: 3 clusters Score -436854.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -436916.281250 Penalty: 4114.096680
	Iteration 5Q: 3 clusters Score -436916.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -436965.406250 Penalty: 4114.096680
	Iteration 6Q: 3 clusters Score -436965.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -437005.875000 Penalty: 4114.096680
	Iteration 7Q: 3 clusters Score -437005.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -437039.125000 Penalty: 4114.096680
	Iteration 8Q: 3 clusters Score -437039.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -437072.062500 Penalty: 4114.096680
	Iteration 9Q: 3 clusters Score -437072.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -437109.437500 Penalty: 4114.096680
	Iteration 10Q: 3 clusters Score -437109.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -437152.312500 Penalty: 4114.096680
	Iteration 11Q: 3 clusters Score -437152.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -437197.687500 Penalty: 4114.096680
	Iteration 12Q: 3 clusters Score -437197.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -437235.531250 Penalty: 4114.096680
	Iteration 13Q: 3 clusters Score -437235.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -437265.781250 Penalty: 4114.096680
	Iteration 14Q: 3 clusters Score -437265.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -437307.531250 Penalty: 4114.096680
	Iteration 15Q: 3 clusters Score -437307.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -437334.156250 Penalty: 4114.096680
	Iteration 16Q: 3 clusters Score -437334.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -437359.468750 Penalty: 4114.096680
	Iteration 17Q: 3 clusters Score -437359.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -437380.937500 Penalty: 4114.096680
	Iteration 18Q: 3 clusters Score -437380.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -437398.937500 Penalty: 4114.096680
	Iteration 19Q: 3 clusters Score -437398.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -437411.781250 Penalty: 4114.096680
	Iteration 20F: 3 clusters Score -437411.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -437428.656250 Penalty: 4114.096680
	Iteration 21Q: 3 clusters Score -437428.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -437442.156250 Penalty: 4114.096680
	Iteration 22Q: 3 clusters Score -437442.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -437470.718750 Penalty: 4114.096680
	Iteration 23Q: 3 clusters Score -437470.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -437497.406250 Penalty: 4114.096680
	Iteration 24Q: 3 clusters Score -437497.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -437532.531250 Penalty: 4114.096680
	Iteration 25Q: 3 clusters Score -437532.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -437569.750000 Penalty: 4114.096680
	Iteration 26Q: 3 clusters Score -437569.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -437605.906250 Penalty: 4114.096680
	Iteration 27Q: 3 clusters Score -437605.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -437637.750000 Penalty: 4114.096680
	Iteration 28Q: 3 clusters Score -437637.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -437662.125000 Penalty: 4114.096680
	Iteration 29Q: 3 clusters Score -437662.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -437678.625000 Penalty: 4114.096680
	Iteration 30Q: 3 clusters Score -437678.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -437697.625000 Penalty: 4114.096680
	Iteration 31Q: 3 clusters Score -437697.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -437719.031250 Penalty: 4114.096680
	Iteration 32Q: 3 clusters Score -437719 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -437738.875000 Penalty: 4114.096680
	Iteration 33Q: 3 clusters Score -437738.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -437762.218750 Penalty: 4114.096680
	Iteration 34Q: 3 clusters Score -437762.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -437788.500000 Penalty: 4114.096680
	Iteration 35Q: 3 clusters Score -437788.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -437808.375000 Penalty: 4114.096680
	Iteration 36Q: 3 clusters Score -437808.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -437831.375000 Penalty: 4114.096680
	Iteration 37Q: 3 clusters Score -437831.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -437852.687500 Penalty: 4114.096680
	Iteration 38Q: 3 clusters Score -437852.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -437863.812500 Penalty: 4114.096680
	Iteration 39Q: 3 clusters Score -437863.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -437872.968750 Penalty: 4114.096680
	Iteration 40F: 3 clusters Score -437873 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -437880.250000 Penalty: 4114.096680
	Iteration 41Q: 3 clusters Score -437880.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -437884.718750 Penalty: 4114.096680
	Iteration 42Q: 3 clusters Score -437884.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -437889.500000 Penalty: 4114.096680
	Iteration 43Q: 3 clusters Score -437889.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -437893.500000 Penalty: 4114.096680
	Iteration 44Q: 3 clusters Score -437893.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -437897.218750 Penalty: 4114.096680
	Iteration 45Q: 3 clusters Score -437897.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -437901.093750 Penalty: 4114.096680
	Iteration 46Q: 3 clusters Score -437901.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -437907.093750 Penalty: 4114.096680
	Iteration 47Q: 3 clusters Score -437907.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -437911.156250 Penalty: 4114.096680
	Iteration 48Q: 3 clusters Score -437911.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -437915.437500 Penalty: 4114.096680
	Iteration 49Q: 3 clusters Score -437915.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -437921.906250 Penalty: 4114.096680
	Iteration 50Q: 3 clusters Score -437921.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -437928.312500 Penalty: 4114.096680
	Iteration 51Q: 3 clusters Score -437928.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -437934.843750 Penalty: 4114.096680
	Iteration 52Q: 3 clusters Score -437934.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -437940.812500 Penalty: 4114.096680
	Iteration 53Q: 3 clusters Score -437940.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -437948.625000 Penalty: 4114.096680
	Iteration 54Q: 3 clusters Score -437948.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -437956.218750 Penalty: 4114.096680
	Iteration 55Q: 3 clusters Score -437956.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -437963.437500 Penalty: 4114.096680
	Iteration 56Q: 3 clusters Score -437963.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -437966.687500 Penalty: 4114.096680
	Iteration 57Q: 3 clusters Score -437966.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -437970.781250 Penalty: 4114.096680
	Iteration 58Q: 3 clusters Score -437970.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -437974.906250 Penalty: 4114.096680
	Iteration 59Q: 3 clusters Score -437974.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -437975.500000 Penalty: 4114.096680
	Iteration 60F: 3 clusters Score -437975.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -437976.937500 Penalty: 4114.096680
	Iteration 61Q: 3 clusters Score -437976.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -437977.937500 Penalty: 4114.096680
	Iteration 62Q: 3 clusters Score -437977.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -437979.406250 Penalty: 4114.096680
	Iteration 63Q: 3 clusters Score -437979.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -437981.156250 Penalty: 4114.096680
	Iteration 64Q: 3 clusters Score -437981.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -437983.781250 Penalty: 4114.096680
	Iteration 65Q: 3 clusters Score -437983.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -437984.781250 Penalty: 4114.096680
	Iteration 66Q: 3 clusters Score -437984.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -437986.906250 Penalty: 4114.096680
	Iteration 67Q: 3 clusters Score -437986.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -437989.750000 Penalty: 4114.096680
	Iteration 68Q: 3 clusters Score -437989.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -437989.750000 Penalty: 4114.096680
	Iteration 69F: 3 clusters Score -437989.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (2121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Entering Unmasked Estep 
Score: -210424.937500 Penalty: 1899.591553
	Iteration 0F: 2 clusters Score -210424.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -207740.781250 Penalty: 3799.183105
	Iteration 0F: 3 clusters Score -207740.8 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -208260.640625 Penalty: 3799.183105
	Iteration 1F: 3 clusters Score -208260.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -208408.859375 Penalty: 3799.183105
	Iteration 2F: 3 clusters Score -208408.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -208491.140625 Penalty: 3799.183105
	Iteration 3Q: 3 clusters Score -208491.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -208550.859375 Penalty: 3799.183105
	Iteration 4Q: 3 clusters Score -208550.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -208610.140625 Penalty: 3799.183105
	Iteration 5Q: 3 clusters Score -208610.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -208663.593750 Penalty: 3799.183105
	Iteration 6Q: 3 clusters Score -208663.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -208724.015625 Penalty: 3799.183105
	Iteration 7Q: 3 clusters Score -208724 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -208790.187500 Penalty: 3799.183105
	Iteration 8Q: 3 clusters Score -208790.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -208860.953125 Penalty: 3799.183105
	Iteration 9Q: 3 clusters Score -208861 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -208922.031250 Penalty: 3799.183105
	Iteration 10Q: 3 clusters Score -208922 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -208981.437500 Penalty: 3799.183105
	Iteration 11Q: 3 clusters Score -208981.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -209028.265625 Penalty: 3799.183105
	Iteration 12Q: 3 clusters Score -209028.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -209072.078125 Penalty: 3799.183105
	Iteration 13Q: 3 clusters Score -209072.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -209117.968750 Penalty: 3799.183105
	Iteration 14Q: 3 clusters Score -209118 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -209170.046875 Penalty: 3799.183105
	Iteration 15Q: 3 clusters Score -209170 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -209225.218750 Penalty: 3799.183105
	Iteration 16Q: 3 clusters Score -209225.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -209312.703125 Penalty: 3799.183105
	Iteration 17Q: 3 clusters Score -209312.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -209417.703125 Penalty: 3799.183105
	Iteration 18Q: 3 clusters Score -209417.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -209502.921875 Penalty: 3799.183105
	Iteration 19Q: 3 clusters Score -209502.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -209564.937500 Penalty: 3799.183105
	Iteration 20F: 3 clusters Score -209564.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -209634.406250 Penalty: 3799.183105
	Iteration 21Q: 3 clusters Score -209634.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -209694.250000 Penalty: 3799.183105
	Iteration 22Q: 3 clusters Score -209694.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -209765.046875 Penalty: 3799.183105
	Iteration 23Q: 3 clusters Score -209765 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -209834.906250 Penalty: 3799.183105
	Iteration 24Q: 3 clusters Score -209834.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -209897.203125 Penalty: 3799.183105
	Iteration 25Q: 3 clusters Score -209897.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -209971.093750 Penalty: 3799.183105
	Iteration 26Q: 3 clusters Score -209971.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -210035.953125 Penalty: 3799.183105
	Iteration 27Q: 3 clusters Score -210036 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -210076.984375 Penalty: 3799.183105
	Iteration 28Q: 3 clusters Score -210077 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -210101.218750 Penalty: 3799.183105
	Iteration 29Q: 3 clusters Score -210101.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -210119.781250 Penalty: 3799.183105
	Iteration 30Q: 3 clusters Score -210119.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -210133.078125 Penalty: 3799.183105
	Iteration 31Q: 3 clusters Score -210133.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -210136.843750 Penalty: 3799.183105
	Iteration 32Q: 3 clusters Score -210136.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -210142.984375 Penalty: 3799.183105
	Iteration 33Q: 3 clusters Score -210143 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -210149.109375 Penalty: 3799.183105
	Iteration 34Q: 3 clusters Score -210149.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -210151.718750 Penalty: 3799.183105
	Iteration 35Q: 3 clusters Score -210151.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -210156.281250 Penalty: 3799.183105
	Iteration 36Q: 3 clusters Score -210156.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -210159.843750 Penalty: 3799.183105
	Iteration 37Q: 3 clusters Score -210159.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -210161.468750 Penalty: 3799.183105
	Iteration 38Q: 3 clusters Score -210161.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -210174.750000 Penalty: 3799.183105
	Iteration 39F: 3 clusters Score -210174.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -210196.906250 Penalty: 3799.183105
	Iteration 40F: 3 clusters Score -210196.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -210208.281250 Penalty: 3799.183105
	Iteration 41Q: 3 clusters Score -210208.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -210221.937500 Penalty: 3799.183105
	Iteration 42Q: 3 clusters Score -210221.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -210233.250000 Penalty: 3799.183105
	Iteration 43Q: 3 clusters Score -210233.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -210244.312500 Penalty: 3799.183105
	Iteration 44Q: 3 clusters Score -210244.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -210249.750000 Penalty: 3799.183105
	Iteration 45Q: 3 clusters Score -210249.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -210263.015625 Penalty: 3799.183105
	Iteration 46Q: 3 clusters Score -210263 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -210276.703125 Penalty: 3799.183105
	Iteration 47Q: 3 clusters Score -210276.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -210286.453125 Penalty: 3799.183105
	Iteration 48Q: 3 clusters Score -210286.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -210299.359375 Penalty: 3799.183105
	Iteration 49Q: 3 clusters Score -210299.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -210313.859375 Penalty: 3799.183105
	Iteration 50Q: 3 clusters Score -210313.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -210318.390625 Penalty: 3799.183105
	Iteration 51Q: 3 clusters Score -210318.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -210321.578125 Penalty: 3799.183105
	Iteration 52Q: 3 clusters Score -210321.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -210327.265625 Penalty: 3799.183105
	Iteration 53Q: 3 clusters Score -210327.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -210344.828125 Penalty: 3799.183105
	Iteration 54Q: 3 clusters Score -210344.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -210359.406250 Penalty: 3799.183105
	Iteration 55Q: 3 clusters Score -210359.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -210372.171875 Penalty: 3799.183105
	Iteration 56Q: 3 clusters Score -210372.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -210379.015625 Penalty: 3799.183105
	Iteration 57Q: 3 clusters Score -210379 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -210382.546875 Penalty: 3799.183105
	Iteration 58Q: 3 clusters Score -210382.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -210385.203125 Penalty: 3799.183105
	Iteration 59Q: 3 clusters Score -210385.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -210390.843750 Penalty: 3799.183105
	Iteration 60F: 3 clusters Score -210390.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -210397.140625 Penalty: 3799.183105
	Iteration 61Q: 3 clusters Score -210397.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -210401.812500 Penalty: 3799.183105
	Iteration 62Q: 3 clusters Score -210401.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -210404.078125 Penalty: 3799.183105
	Iteration 63Q: 3 clusters Score -210404.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -210405.265625 Penalty: 3799.183105
	Iteration 64Q: 3 clusters Score -210405.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -210405.828125 Penalty: 3799.183105
	Iteration 65Q: 3 clusters Score -210405.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -210407.546875 Penalty: 3799.183105
	Iteration 66Q: 3 clusters Score -210407.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -210413.390625 Penalty: 3799.183105
	Iteration 67Q: 3 clusters Score -210413.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -210417.812500 Penalty: 3799.183105
	Iteration 68Q: 3 clusters Score -210417.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -210429.093750 Penalty: 3799.183105
	Iteration 69Q: 3 clusters Score -210429.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -210445.937500 Penalty: 3799.183105
	Iteration 70Q: 3 clusters Score -210445.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -210460.765625 Penalty: 3799.183105
	Iteration 71Q: 3 clusters Score -210460.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -210466.828125 Penalty: 3799.183105
	Iteration 72Q: 3 clusters Score -210466.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -210470.078125 Penalty: 3799.183105
	Iteration 73Q: 3 clusters Score -210470.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -210470.984375 Penalty: 3799.183105
	Iteration 74Q: 3 clusters Score -210471 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -210471.984375 Penalty: 3799.183105
	Iteration 75Q: 3 clusters Score -210472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -210472.250000 Penalty: 3799.183105
	Iteration 76Q: 3 clusters Score -210472.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -210472.234375 Penalty: 3799.183105
	Iteration 77Q: 3 clusters Score -210472.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -210472.234375 Penalty: 3799.183105
	Iteration 78F: 3 clusters Score -210472.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 239962 members 
Mstep: Class 2 contains 10417 members 
Mstep: Class 3 contains 88909 members 
Mstep: Class 4 contains 88815 members 
Mstep: Class 5 contains 4986 members 
Mstep: Class 6 contains 4042 members 
Mstep: Class 7 contains 6115 members 
Mstep: Class 8 contains 11114 members 
Mstep: Class 9 contains 18888 members 
Mstep: Class 10 contains 1316 members 
Mstep: Class 11 contains 30926 members 
Mstep: Class 12 contains 226019 members 
Mstep: Class 13 contains 113601 members 
Mstep: Class 14 contains 40936 members 
Mstep: Class 15 contains 12802 members 
Mstep: Class 16 contains 213862 members 
Mstep: Class 17 contains 1017 members 
Mstep: Class 18 contains 27963 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 4334 members 
Mstep: Class 21 contains 18809 members 
Mstep: Class 22 contains 10529 members 
Mstep: Class 23 contains 5295 members 
Mstep: Class 24 contains 40852 members 
Mstep: Class 25 contains 9952 members 
Mstep: Class 26 contains 1956 members 
Mstep: Class 27 contains 3438 members 
Mstep: Class 28 contains 26741 members 
Mstep: Class 29 contains 23525 members 
Mstep: Class 30 contains 25363 members 
Mstep: Class 31 contains 10295 members 
Mstep: Class 32 contains 9754 members 
Mstep: Class 33 contains 19503 members 
Mstep: Class 34 contains 1115 members 
Mstep: Class 35 contains 4002 members 
Mstep: Class 36 contains 1169 members 
Mstep: Class 37 contains 952 members 
Entering Unmasked Estep 
Score: -155658960.000000 Penalty: 129594.273438
Splitting cluster 36 changes total score from -155660832.000000 to -155658960.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 239962 members 
Mstep: Class 2 contains 10417 members 
Mstep: Class 3 contains 88909 members 
Mstep: Class 4 contains 88815 members 
Mstep: Class 5 contains 4986 members 
Mstep: Class 6 contains 4042 members 
Mstep: Class 7 contains 6115 members 
Mstep: Class 8 contains 11114 members 
Mstep: Class 9 contains 18888 members 
Mstep: Class 10 contains 1316 members 
Mstep: Class 11 contains 30926 members 
Mstep: Class 12 contains 226019 members 
Mstep: Class 13 contains 113601 members 
Mstep: Class 14 contains 40936 members 
Mstep: Class 15 contains 12802 members 
Mstep: Class 16 contains 213862 members 
Mstep: Class 17 contains 1017 members 
Mstep: Class 18 contains 27963 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 4334 members 
Mstep: Class 21 contains 18809 members 
Mstep: Class 22 contains 10529 members 
Mstep: Class 23 contains 5295 members 
Mstep: Class 24 contains 40852 members 
Mstep: Class 25 contains 9952 members 
Mstep: Class 26 contains 1956 members 
Mstep: Class 27 contains 3438 members 
Mstep: Class 28 contains 26741 members 
Mstep: Class 29 contains 23525 members 
Mstep: Class 30 contains 25363 members 
Mstep: Class 31 contains 10295 members 
Mstep: Class 32 contains 9754 members 
Mstep: Class 33 contains 19503 members 
Mstep: Class 34 contains 1115 members 
Mstep: Class 35 contains 4002 members 
Mstep: Class 36 contains 2121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155660880.000000 Penalty: 126091.726562
Iteration 119Q: 37 clusters Score -1.556609e+08 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 239949 members 
Mstep: Class 2 contains 10413 members 
Mstep: Class 3 contains 88743 members 
Mstep: Class 4 contains 87931 members 
Mstep: Class 5 contains 4992 members 
Mstep: Class 6 contains 4047 members 
Mstep: Class 7 contains 6125 members 
Mstep: Class 8 contains 11112 members 
Mstep: Class 9 contains 18917 members 
Mstep: Class 10 contains 1316 members 
Mstep: Class 11 contains 31543 members 
Mstep: Class 12 contains 226206 members 
Mstep: Class 13 contains 113653 members 
Mstep: Class 14 contains 40932 members 
Mstep: Class 15 contains 12796 members 
Mstep: Class 16 contains 213814 members 
Mstep: Class 17 contains 1016 members 
Mstep: Class 18 contains 27923 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 4333 members 
Mstep: Class 21 contains 18738 members 
Mstep: Class 22 contains 10531 members 
Mstep: Class 23 contains 5308 members 
Mstep: Class 24 contains 40616 members 
Mstep: Class 25 contains 9956 members 
Mstep: Class 26 contains 1963 members 
Mstep: Class 27 contains 3446 members 
Mstep: Class 28 contains 26843 members 
Mstep: Class 29 contains 23885 members 
Mstep: Class 30 contains 25385 members 
Mstep: Class 31 contains 10309 members 
Mstep: Class 32 contains 9776 members 
Mstep: Class 33 contains 19519 members 
Mstep: Class 34 contains 1115 members 
Mstep: Class 35 contains 4002 members 
Mstep: Class 36 contains 2121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155661696.000000 Penalty: 126091.726562
Iteration 120F: 37 clusters Score -1.556617e+08 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 239933 members 
Mstep: Class 2 contains 10414 members 
Mstep: Class 3 contains 88572 members 
Mstep: Class 4 contains 87069 members 
Mstep: Class 5 contains 4990 members 
Mstep: Class 6 contains 4047 members 
Mstep: Class 7 contains 6136 members 
Mstep: Class 8 contains 11108 members 
Mstep: Class 9 contains 18941 members 
Mstep: Class 10 contains 1316 members 
Mstep: Class 11 contains 32173 members 
Mstep: Class 12 contains 226383 members 
Mstep: Class 13 contains 113713 members 
Mstep: Class 14 contains 40927 members 
Mstep: Class 15 contains 12789 members 
Mstep: Class 16 contains 213785 members 
Mstep: Class 17 contains 1016 members 
Mstep: Class 18 contains 27871 members 
Mstep: Class 19 contains 971 members 
Mstep: Class 20 contains 4333 members 
Mstep: Class 21 contains 18666 members 
Mstep: Class 22 contains 10527 members 
Mstep: Class 23 contains 5319 members 
Mstep: Class 24 contains 40377 members 
Mstep: Class 25 contains 9959 members 
Mstep: Class 26 contains 1972 members 
Mstep: Class 27 contains 3451 members 
Mstep: Class 28 contains 26953 members 
Mstep: Class 29 contains 24224 members 
Mstep: Class 30 contains 25408 members 
Mstep: Class 31 contains 10321 members 
Mstep: Class 32 contains 9803 members 
Mstep: Class 33 contains 19539 members 
Mstep: Class 34 contains 1115 members 
Mstep: Class 35 contains 4004 members 
Mstep: Class 36 contains 2121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155662272.000000 Penalty: 126091.726562
Iteration 121Q: 37 clusters Score -1.556623e+08 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 239878 members 
Mstep: Class 2 contains 10416 members 
Mstep: Class 3 contains 88399 members 
Mstep: Class 4 contains 86306 members 
Mstep: Class 5 contains 4997 members 
Mstep: Class 6 contains 4048 members 
Mstep: Class 7 contains 6140 members 
Mstep: Class 8 contains 11106 members 
Mstep: Class 9 contains 18971 members 
Mstep: Class 10 contains 1316 members 
Mstep: Class 11 contains 32727 members 
Mstep: Class 12 contains 226562 members 
Mstep: Class 13 contains 113740 members 
Mstep: Class 14 contains 40923 members 
Mstep: Class 15 contains 12787 members 
Mstep: Class 16 contains 213747 members 
Mstep: Class 17 contains 1016 members 
Mstep: Class 18 contains 27818 members 
Mstep: Class 19 contains 971 members 
Mstep: Class 20 contains 4330 members 
Mstep: Class 21 contains 18591 members 
Mstep: Class 22 contains 10527 members 
Mstep: Class 23 contains 5327 members 
Mstep: Class 24 contains 40202 members 
Mstep: Class 25 contains 9968 members 
Mstep: Class 26 contains 1977 members 
Mstep: Class 27 contains 3456 members 
Mstep: Class 28 contains 27065 members 
Mstep: Class 29 contains 24556 members 
Mstep: Class 30 contains 25426 members 
Mstep: Class 31 contains 10324 members 
Mstep: Class 32 contains 9833 members 
Mstep: Class 33 contains 19553 members 
Mstep: Class 34 contains 1115 members 
Mstep: Class 35 contains 4007 members 
Mstep: Class 36 contains 2121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155662672.000000 Penalty: 126091.726562
Iteration 122Q: 37 clusters Score -1.556627e+08 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 239849 members 
Mstep: Class 2 contains 10420 members 
Mstep: Class 3 contains 88223 members 
Mstep: Class 4 contains 85579 members 
Mstep: Class 5 contains 5002 members 
Mstep: Class 6 contains 4048 members 
Mstep: Class 7 contains 6157 members 
Mstep: Class 8 contains 11104 members 
Mstep: Class 9 contains 19004 members 
Mstep: Class 10 contains 1316 members 
Mstep: Class 11 contains 33266 members 
Mstep: Class 12 contains 226711 members 
Mstep: Class 13 contains 113752 members 
Mstep: Class 14 contains 40920 members 
Mstep: Class 15 contains 12785 members 
Mstep: Class 16 contains 213713 members 
Mstep: Class 17 contains 1016 members 
Mstep: Class 18 contains 27762 members 
Mstep: Class 19 contains 971 members 
Mstep: Class 20 contains 4329 members 
Mstep: Class 21 contains 18505 members 
Mstep: Class 22 contains 10508 members 
Mstep: Class 23 contains 5333 members 
Mstep: Class 24 contains 40032 members 
Mstep: Class 25 contains 9969 members 
Mstep: Class 26 contains 1989 members 
Mstep: Class 27 contains 3459 members 
Mstep: Class 28 contains 27177 members 
Mstep: Class 29 contains 24898 members 
Mstep: Class 30 contains 25448 members 
Mstep: Class 31 contains 10316 members 
Mstep: Class 32 contains 9867 members 
Mstep: Class 33 contains 19571 members 
Mstep: Class 34 contains 1115 members 
Mstep: Class 35 contains 4011 members 
Mstep: Class 36 contains 2121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155662784.000000 Penalty: 126091.726562
Iteration 123Q: 37 clusters Score -1.556628e+08 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 239773 members 
Mstep: Class 2 contains 10425 members 
Mstep: Class 3 contains 88060 members 
Mstep: Class 4 contains 84923 members 
Mstep: Class 5 contains 5014 members 
Mstep: Class 6 contains 4040 members 
Mstep: Class 7 contains 6163 members 
Mstep: Class 8 contains 11102 members 
Mstep: Class 9 contains 19053 members 
Mstep: Class 10 contains 1316 members 
Mstep: Class 11 contains 33748 members 
Mstep: Class 12 contains 226822 members 
Mstep: Class 13 contains 113772 members 
Mstep: Class 14 contains 40918 members 
Mstep: Class 15 contains 12781 members 
Mstep: Class 16 contains 213679 members 
Mstep: Class 17 contains 1014 members 
Mstep: Class 18 contains 27696 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 4328 members 
Mstep: Class 21 contains 18423 members 
Mstep: Class 22 contains 10488 members 
Mstep: Class 23 contains 5343 members 
Mstep: Class 24 contains 39873 members 
Mstep: Class 25 contains 9971 members 
Mstep: Class 26 contains 1993 members 
Mstep: Class 27 contains 3458 members 
Mstep: Class 28 contains 27292 members 
Mstep: Class 29 contains 25265 members 
Mstep: Class 30 contains 25467 members 
Mstep: Class 31 contains 10322 members 
Mstep: Class 32 contains 9906 members 
Mstep: Class 33 contains 19597 members 
Mstep: Class 34 contains 1115 members 
Mstep: Class 35 contains 4013 members 
Mstep: Class 36 contains 2121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155662960.000000 Penalty: 126091.726562
Iteration 124Q: 37 clusters Score -1.55663e+08 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 239713 members 
Mstep: Class 2 contains 10427 members 
Mstep: Class 3 contains 87907 members 
Mstep: Class 4 contains 84366 members 
Mstep: Class 5 contains 5030 members 
Mstep: Class 6 contains 4031 members 
Mstep: Class 7 contains 6166 members 
Mstep: Class 8 contains 11100 members 
Mstep: Class 9 contains 19102 members 
Mstep: Class 10 contains 1316 members 
Mstep: Class 11 contains 34184 members 
Mstep: Class 12 contains 226880 members 
Mstep: Class 13 contains 113789 members 
Mstep: Class 14 contains 40919 members 
Mstep: Class 15 contains 12774 members 
Mstep: Class 16 contains 213653 members 
Mstep: Class 17 contains 1012 members 
Mstep: Class 18 contains 27628 members 
Mstep: Class 19 contains 971 members 
Mstep: Class 20 contains 4328 members 
Mstep: Class 21 contains 18359 members 
Mstep: Class 22 contains 10457 members 
Mstep: Class 23 contains 5350 members 
Mstep: Class 24 contains 39716 members 
Mstep: Class 25 contains 9973 members 
Mstep: Class 26 contains 1998 members 
Mstep: Class 27 contains 3459 members 
Mstep: Class 28 contains 27418 members 
Mstep: Class 29 contains 25597 members 
Mstep: Class 30 contains 25486 members 
Mstep: Class 31 contains 10317 members 
Mstep: Class 32 contains 9946 members 
Mstep: Class 33 contains 19625 members 
Mstep: Class 34 contains 1115 members 
Mstep: Class 35 contains 4013 members 
Mstep: Class 36 contains 2121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155663456.000000 Penalty: 126091.726562
Iteration 125Q: 37 clusters Score -1.556635e+08 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 239643 members 
Mstep: Class 2 contains 10426 members 
Mstep: Class 3 contains 87752 members 
Mstep: Class 4 contains 83882 members 
Mstep: Class 5 contains 5044 members 
Mstep: Class 6 contains 4027 members 
Mstep: Class 7 contains 6165 members 
Mstep: Class 8 contains 11100 members 
Mstep: Class 9 contains 19145 members 
Mstep: Class 10 contains 1316 members 
Mstep: Class 11 contains 34569 members 
Mstep: Class 12 contains 226937 members 
Mstep: Class 13 contains 113775 members 
Mstep: Class 14 contains 40917 members 
Mstep: Class 15 contains 12765 members 
Mstep: Class 16 contains 213642 members 
Mstep: Class 17 contains 1012 members 
Mstep: Class 18 contains 27557 members 
Mstep: Class 19 contains 971 members 
Mstep: Class 20 contains 4328 members 
Mstep: Class 21 contains 18295 members 
Mstep: Class 22 contains 10426 members 
Mstep: Class 23 contains 5360 members 
Mstep: Class 24 contains 39579 members 
Mstep: Class 25 contains 9970 members 
Mstep: Class 26 contains 1998 members 
Mstep: Class 27 contains 3455 members 
Mstep: Class 28 contains 27552 members 
Mstep: Class 29 contains 25929 members 
Mstep: Class 30 contains 25491 members 
Mstep: Class 31 contains 10324 members 
Mstep: Class 32 contains 9986 members 
Mstep: Class 33 contains 19660 members 
Mstep: Class 34 contains 1115 members 
Mstep: Class 35 contains 4011 members 
Mstep: Class 36 contains 2122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155663936.000000 Penalty: 126091.726562
Iteration 126Q: 37 clusters Score -1.556639e+08 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 239609 members 
Mstep: Class 2 contains 10430 members 
Mstep: Class 3 contains 87607 members 
Mstep: Class 4 contains 83431 members 
Mstep: Class 5 contains 5060 members 
Mstep: Class 6 contains 4027 members 
Mstep: Class 7 contains 6173 members 
Mstep: Class 8 contains 11099 members 
Mstep: Class 9 contains 19187 members 
Mstep: Class 10 contains 1316 members 
Mstep: Class 11 contains 34870 members 
Mstep: Class 12 contains 227038 members 
Mstep: Class 13 contains 113751 members 
Mstep: Class 14 contains 40912 members 
Mstep: Class 15 contains 12755 members 
Mstep: Class 16 contains 213647 members 
Mstep: Class 17 contains 1010 members 
Mstep: Class 18 contains 27488 members 
Mstep: Class 19 contains 969 members 
Mstep: Class 20 contains 4326 members 
Mstep: Class 21 contains 18240 members 
Mstep: Class 22 contains 10392 members 
Mstep: Class 23 contains 5368 members 
Mstep: Class 24 contains 39401 members 
Mstep: Class 25 contains 9975 members 
Mstep: Class 26 contains 2002 members 
Mstep: Class 27 contains 3454 members 
Mstep: Class 28 contains 27672 members 
Mstep: Class 29 contains 26263 members 
Mstep: Class 30 contains 25493 members 
Mstep: Class 31 contains 10319 members 
Mstep: Class 32 contains 10023 members 
Mstep: Class 33 contains 19690 members 
Mstep: Class 34 contains 1115 members 
Mstep: Class 35 contains 4012 members 
Mstep: Class 36 contains 2122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155663808.000000 Penalty: 126091.726562
Iteration 127Q: 37 clusters Score -1.556638e+08 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 239574 members 
Mstep: Class 2 contains 10425 members 
Mstep: Class 3 contains 87450 members 
Mstep: Class 4 contains 83041 members 
Mstep: Class 5 contains 5073 members 
Mstep: Class 6 contains 4027 members 
Mstep: Class 7 contains 6183 members 
Mstep: Class 8 contains 11098 members 
Mstep: Class 9 contains 19238 members 
Mstep: Class 10 contains 1316 members 
Mstep: Class 11 contains 35131 members 
Mstep: Class 12 contains 227147 members 
Mstep: Class 13 contains 113723 members 
Mstep: Class 14 contains 40907 members 
Mstep: Class 15 contains 12744 members 
Mstep: Class 16 contains 213654 members 
Mstep: Class 17 contains 1009 members 
Mstep: Class 18 contains 27417 members 
Mstep: Class 19 contains 971 members 
Mstep: Class 20 contains 4324 members 
Mstep: Class 21 contains 18175 members 
Mstep: Class 22 contains 10361 members 
Mstep: Class 23 contains 5378 members 
Mstep: Class 24 contains 39256 members 
Mstep: Class 25 contains 9980 members 
Mstep: Class 26 contains 2003 members 
Mstep: Class 27 contains 3456 members 
Mstep: Class 28 contains 27765 members 
Mstep: Class 29 contains 26587 members 
Mstep: Class 30 contains 25499 members 
Mstep: Class 31 contains 10303 members 
Mstep: Class 32 contains 10057 members 
Mstep: Class 33 contains 19725 members 
Mstep: Class 34 contains 1115 members 
Mstep: Class 35 contains 4012 members 
Mstep: Class 36 contains 2122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155664048.000000 Penalty: 126091.726562
Iteration 128Q: 37 clusters Score -1.55664e+08 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 239564 members 
Mstep: Class 2 contains 10422 members 
Mstep: Class 3 contains 87312 members 
Mstep: Class 4 contains 82677 members 
Mstep: Class 5 contains 5092 members 
Mstep: Class 6 contains 4023 members 
Mstep: Class 7 contains 6193 members 
Mstep: Class 8 contains 11096 members 
Mstep: Class 9 contains 19276 members 
Mstep: Class 10 contains 1316 members 
Mstep: Class 11 contains 35354 members 
Mstep: Class 12 contains 227244 members 
Mstep: Class 13 contains 113693 members 
Mstep: Class 14 contains 40900 members 
Mstep: Class 15 contains 12726 members 
Mstep: Class 16 contains 213630 members 
Mstep: Class 17 contains 1008 members 
Mstep: Class 18 contains 27348 members 
Mstep: Class 19 contains 971 members 
Mstep: Class 20 contains 4324 members 
Mstep: Class 21 contains 18128 members 
Mstep: Class 22 contains 10332 members 
Mstep: Class 23 contains 5391 members 
Mstep: Class 24 contains 39146 members 
Mstep: Class 25 contains 9983 members 
Mstep: Class 26 contains 2008 members 
Mstep: Class 27 contains 3460 members 
Mstep: Class 28 contains 27860 members 
Mstep: Class 29 contains 26874 members 
Mstep: Class 30 contains 25503 members 
Mstep: Class 31 contains 10294 members 
Mstep: Class 32 contains 10088 members 
Mstep: Class 33 contains 19761 members 
Mstep: Class 34 contains 1115 members 
Mstep: Class 35 contains 4012 members 
Mstep: Class 36 contains 2122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155664016.000000 Penalty: 126091.726562
Iteration 129Q: 37 clusters Score -1.55664e+08 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 239520 members 
Mstep: Class 2 contains 10425 members 
Mstep: Class 3 contains 87172 members 
Mstep: Class 4 contains 82307 members 
Mstep: Class 5 contains 5108 members 
Mstep: Class 6 contains 4030 members 
Mstep: Class 7 contains 6196 members 
Mstep: Class 8 contains 11094 members 
Mstep: Class 9 contains 19311 members 
Mstep: Class 10 contains 1316 members 
Mstep: Class 11 contains 35565 members 
Mstep: Class 12 contains 227355 members 
Mstep: Class 13 contains 113657 members 
Mstep: Class 14 contains 40891 members 
Mstep: Class 15 contains 12716 members 
Mstep: Class 16 contains 213626 members 
Mstep: Class 17 contains 1008 members 
Mstep: Class 18 contains 27275 members 
Mstep: Class 19 contains 971 members 
Mstep: Class 20 contains 4323 members 
Mstep: Class 21 contains 18074 members 
Mstep: Class 22 contains 10315 members 
Mstep: Class 23 contains 5405 members 
Mstep: Class 24 contains 39039 members 
Mstep: Class 25 contains 9985 members 
Mstep: Class 26 contains 2014 members 
Mstep: Class 27 contains 3463 members 
Mstep: Class 28 contains 27962 members 
Mstep: Class 29 contains 27166 members 
Mstep: Class 30 contains 25510 members 
Mstep: Class 31 contains 10277 members 
Mstep: Class 32 contains 10115 members 
Mstep: Class 33 contains 19807 members 
Mstep: Class 34 contains 1115 members 
Mstep: Class 35 contains 4011 members 
Mstep: Class 36 contains 2122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155664016.000000 Penalty: 126091.726562
Iteration 130Q: 37 clusters Score -1.55664e+08 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 239495 members 
Mstep: Class 2 contains 10432 members 
Mstep: Class 3 contains 87042 members 
Mstep: Class 4 contains 82000 members 
Mstep: Class 5 contains 5120 members 
Mstep: Class 6 contains 4031 members 
Mstep: Class 7 contains 6209 members 
Mstep: Class 8 contains 11093 members 
Mstep: Class 9 contains 19354 members 
Mstep: Class 10 contains 1316 members 
Mstep: Class 11 contains 35758 members 
Mstep: Class 12 contains 227418 members 
Mstep: Class 13 contains 113615 members 
Mstep: Class 14 contains 40891 members 
Mstep: Class 15 contains 12708 members 
Mstep: Class 16 contains 213619 members 
Mstep: Class 17 contains 1007 members 
Mstep: Class 18 contains 27199 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 4323 members 
Mstep: Class 21 contains 18026 members 
Mstep: Class 22 contains 10293 members 
Mstep: Class 23 contains 5421 members 
Mstep: Class 24 contains 38917 members 
Mstep: Class 25 contains 9988 members 
Mstep: Class 26 contains 2014 members 
Mstep: Class 27 contains 3466 members 
Mstep: Class 28 contains 28026 members 
Mstep: Class 29 contains 27462 members 
Mstep: Class 30 contains 25518 members 
Mstep: Class 31 contains 10269 members 
Mstep: Class 32 contains 10153 members 
Mstep: Class 33 contains 19842 members 
Mstep: Class 34 contains 1115 members 
Mstep: Class 35 contains 4012 members 
Mstep: Class 36 contains 2122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155664064.000000 Penalty: 126091.726562
Iteration 131Q: 37 clusters Score -1.556641e+08 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 239484 members 
Mstep: Class 2 contains 10431 members 
Mstep: Class 3 contains 86903 members 
Mstep: Class 4 contains 81751 members 
Mstep: Class 5 contains 5136 members 
Mstep: Class 6 contains 4031 members 
Mstep: Class 7 contains 6217 members 
Mstep: Class 8 contains 11090 members 
Mstep: Class 9 contains 19400 members 
Mstep: Class 10 contains 1316 members 
Mstep: Class 11 contains 35924 members 
Mstep: Class 12 contains 227476 members 
Mstep: Class 13 contains 113578 members 
Mstep: Class 14 contains 40893 members 
Mstep: Class 15 contains 12698 members 
Mstep: Class 16 contains 213626 members 
Mstep: Class 17 contains 1004 members 
Mstep: Class 18 contains 27121 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 4322 members 
Mstep: Class 21 contains 17998 members 
Mstep: Class 22 contains 10276 members 
Mstep: Class 23 contains 5434 members 
Mstep: Class 24 contains 38800 members 
Mstep: Class 25 contains 9986 members 
Mstep: Class 26 contains 2014 members 
Mstep: Class 27 contains 3466 members 
Mstep: Class 28 contains 28110 members 
Mstep: Class 29 contains 27675 members 
Mstep: Class 30 contains 25520 members 
Mstep: Class 31 contains 10266 members 
Mstep: Class 32 contains 10192 members 
Mstep: Class 33 contains 19885 members 
Mstep: Class 34 contains 1115 members 
Mstep: Class 35 contains 4014 members 
Mstep: Class 36 contains 2122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155664320.000000 Penalty: 126091.726562
Iteration 132Q: 37 clusters Score -1.556643e+08 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 239468 members 
Mstep: Class 2 contains 10434 members 
Mstep: Class 3 contains 86775 members 
Mstep: Class 4 contains 81485 members 
Mstep: Class 5 contains 5148 members 
Mstep: Class 6 contains 4028 members 
Mstep: Class 7 contains 6227 members 
Mstep: Class 8 contains 11086 members 
Mstep: Class 9 contains 19445 members 
Mstep: Class 10 contains 1316 members 
Mstep: Class 11 contains 36079 members 
Mstep: Class 12 contains 227535 members 
Mstep: Class 13 contains 113527 members 
Mstep: Class 14 contains 40893 members 
Mstep: Class 15 contains 12696 members 
Mstep: Class 16 contains 213634 members 
Mstep: Class 17 contains 1001 members 
Mstep: Class 18 contains 27049 members 
Mstep: Class 19 contains 973 members 
Mstep: Class 20 contains 4323 members 
Mstep: Class 21 contains 17961 members 
Mstep: Class 22 contains 10258 members 
Mstep: Class 23 contains 5446 members 
Mstep: Class 24 contains 38730 members 
Mstep: Class 25 contains 9990 members 
Mstep: Class 26 contains 2017 members 
Mstep: Class 27 contains 3467 members 
Mstep: Class 28 contains 28176 members 
Mstep: Class 29 contains 27890 members 
Mstep: Class 30 contains 25525 members 
Mstep: Class 31 contains 10266 members 
Mstep: Class 32 contains 10222 members 
Mstep: Class 33 contains 19924 members 
Mstep: Class 34 contains 1115 members 
Mstep: Class 35 contains 4015 members 
Mstep: Class 36 contains 2122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155664720.000000 Penalty: 126091.726562
Iteration 133Q: 37 clusters Score -1.556647e+08 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 239429 members 
Mstep: Class 2 contains 10440 members 
Mstep: Class 3 contains 86673 members 
Mstep: Class 4 contains 81279 members 
Mstep: Class 5 contains 5163 members 
Mstep: Class 6 contains 4023 members 
Mstep: Class 7 contains 6230 members 
Mstep: Class 8 contains 11086 members 
Mstep: Class 9 contains 19488 members 
Mstep: Class 10 contains 1316 members 
Mstep: Class 11 contains 36232 members 
Mstep: Class 12 contains 227597 members 
Mstep: Class 13 contains 113493 members 
Mstep: Class 14 contains 40894 members 
Mstep: Class 15 contains 12692 members 
Mstep: Class 16 contains 213646 members 
Mstep: Class 17 contains 999 members 
Mstep: Class 18 contains 26970 members 
Mstep: Class 19 contains 974 members 
Mstep: Class 20 contains 4322 members 
Mstep: Class 21 contains 17916 members 
Mstep: Class 22 contains 10244 members 
Mstep: Class 23 contains 5452 members 
Mstep: Class 24 contains 38645 members 
Mstep: Class 25 contains 9998 members 
Mstep: Class 26 contains 2018 members 
Mstep: Class 27 contains 3466 members 
Mstep: Class 28 contains 28246 members 
Mstep: Class 29 contains 28056 members 
Mstep: Class 30 contains 25522 members 
Mstep: Class 31 contains 10265 members 
Mstep: Class 32 contains 10255 members 
Mstep: Class 33 contains 19964 members 
Mstep: Class 34 contains 1115 members 
Mstep: Class 35 contains 4015 members 
Mstep: Class 36 contains 2123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155665072.000000 Penalty: 126091.726562
Iteration 134Q: 37 clusters Score -1.556651e+08 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 239378 members 
Mstep: Class 2 contains 10448 members 
Mstep: Class 3 contains 86556 members 
Mstep: Class 4 contains 81074 members 
Mstep: Class 5 contains 5179 members 
Mstep: Class 6 contains 4024 members 
Mstep: Class 7 contains 6232 members 
Mstep: Class 8 contains 11085 members 
Mstep: Class 9 contains 19532 members 
Mstep: Class 10 contains 1316 members 
Mstep: Class 11 contains 36363 members 
Mstep: Class 12 contains 227644 members 
Mstep: Class 13 contains 113470 members 
Mstep: Class 14 contains 40893 members 
Mstep: Class 15 contains 12690 members 
Mstep: Class 16 contains 213662 members 
Mstep: Class 17 contains 999 members 
Mstep: Class 18 contains 26882 members 
Mstep: Class 19 contains 974 members 
Mstep: Class 20 contains 4320 members 
Mstep: Class 21 contains 17898 members 
Mstep: Class 22 contains 10226 members 
Mstep: Class 23 contains 5459 members 
Mstep: Class 24 contains 38596 members 
Mstep: Class 25 contains 10003 members 
Mstep: Class 26 contains 2019 members 
Mstep: Class 27 contains 3464 members 
Mstep: Class 28 contains 28313 members 
Mstep: Class 29 contains 28203 members 
Mstep: Class 30 contains 25525 members 
Mstep: Class 31 contains 10262 members 
Mstep: Class 32 contains 10292 members 
Mstep: Class 33 contains 20011 members 
Mstep: Class 34 contains 1115 members 
Mstep: Class 35 contains 4014 members 
Mstep: Class 36 contains 2125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155665264.000000 Penalty: 126091.726562
Iteration 135Q: 37 clusters Score -1.556653e+08 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 239331 members 
Mstep: Class 2 contains 10440 members 
Mstep: Class 3 contains 86451 members 
Mstep: Class 4 contains 80910 members 
Mstep: Class 5 contains 5198 members 
Mstep: Class 6 contains 4023 members 
Mstep: Class 7 contains 6232 members 
Mstep: Class 8 contains 11085 members 
Mstep: Class 9 contains 19581 members 
Mstep: Class 10 contains 1316 members 
Mstep: Class 11 contains 36467 members 
Mstep: Class 12 contains 227689 members 
Mstep: Class 13 contains 113439 members 
Mstep: Class 14 contains 40892 members 
Mstep: Class 15 contains 12688 members 
Mstep: Class 16 contains 213671 members 
Mstep: Class 17 contains 1000 members 
Mstep: Class 18 contains 26778 members 
Mstep: Class 19 contains 974 members 
Mstep: Class 20 contains 4320 members 
Mstep: Class 21 contains 17873 members 
Mstep: Class 22 contains 10215 members 
Mstep: Class 23 contains 5464 members 
Mstep: Class 24 contains 38527 members 
Mstep: Class 25 contains 10013 members 
Mstep: Class 26 contains 2021 members 
Mstep: Class 27 contains 3468 members 
Mstep: Class 28 contains 28391 members 
Mstep: Class 29 contains 28359 members 
Mstep: Class 30 contains 25517 members 
Mstep: Class 31 contains 10263 members 
Mstep: Class 32 contains 10333 members 
Mstep: Class 33 contains 20064 members 
Mstep: Class 34 contains 1115 members 
Mstep: Class 35 contains 4013 members 
Mstep: Class 36 contains 2125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155665776.000000 Penalty: 126091.726562
Iteration 136Q: 37 clusters Score -1.556658e+08 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 239306 members 
Mstep: Class 2 contains 10447 members 
Mstep: Class 3 contains 86351 members 
Mstep: Class 4 contains 80750 members 
Mstep: Class 5 contains 5214 members 
Mstep: Class 6 contains 4016 members 
Mstep: Class 7 contains 6235 members 
Mstep: Class 8 contains 11084 members 
Mstep: Class 9 contains 19623 members 
Mstep: Class 10 contains 1316 members 
Mstep: Class 11 contains 36582 members 
Mstep: Class 12 contains 227700 members 
Mstep: Class 13 contains 113415 members 
Mstep: Class 14 contains 40891 members 
Mstep: Class 15 contains 12689 members 
Mstep: Class 16 contains 213677 members 
Mstep: Class 17 contains 1000 members 
Mstep: Class 18 contains 26692 members 
Mstep: Class 19 contains 974 members 
Mstep: Class 20 contains 4319 members 
Mstep: Class 21 contains 17860 members 
Mstep: Class 22 contains 10201 members 
Mstep: Class 23 contains 5466 members 
Mstep: Class 24 contains 38447 members 
Mstep: Class 25 contains 10019 members 
Mstep: Class 26 contains 2020 members 
Mstep: Class 27 contains 3471 members 
Mstep: Class 28 contains 28467 members 
Mstep: Class 29 contains 28522 members 
Mstep: Class 30 contains 25512 members 
Mstep: Class 31 contains 10249 members 
Mstep: Class 32 contains 10381 members 
Mstep: Class 33 contains 20098 members 
Mstep: Class 34 contains 1115 members 
Mstep: Class 35 contains 4012 members 
Mstep: Class 36 contains 2125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155665600.000000 Penalty: 126091.726562
Iteration 137Q: 37 clusters Score -1.556656e+08 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 239280 members 
Mstep: Class 2 contains 10449 members 
Mstep: Class 3 contains 86247 members 
Mstep: Class 4 contains 80630 members 
Mstep: Class 5 contains 5229 members 
Mstep: Class 6 contains 4007 members 
Mstep: Class 7 contains 6239 members 
Mstep: Class 8 contains 11083 members 
Mstep: Class 9 contains 19654 members 
Mstep: Class 10 contains 1316 members 
Mstep: Class 11 contains 36698 members 
Mstep: Class 12 contains 227701 members 
Mstep: Class 13 contains 113388 members 
Mstep: Class 14 contains 40888 members 
Mstep: Class 15 contains 12686 members 
Mstep: Class 16 contains 213699 members 
Mstep: Class 17 contains 1001 members 
Mstep: Class 18 contains 26591 members 
Mstep: Class 19 contains 974 members 
Mstep: Class 20 contains 4319 members 
Mstep: Class 21 contains 17836 members 
Mstep: Class 22 contains 10190 members 
Mstep: Class 23 contains 5468 members 
Mstep: Class 24 contains 38398 members 
Mstep: Class 25 contains 10031 members 
Mstep: Class 26 contains 2020 members 
Mstep: Class 27 contains 3477 members 
Mstep: Class 28 contains 28525 members 
Mstep: Class 29 contains 28659 members 
Mstep: Class 30 contains 25503 members 
Mstep: Class 31 contains 10241 members 
Mstep: Class 32 contains 10425 members 
Mstep: Class 33 contains 20141 members 
Mstep: Class 34 contains 1115 members 
Mstep: Class 35 contains 4012 members 
Mstep: Class 36 contains 2126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155665664.000000 Penalty: 126091.726562
Iteration 138Q: 37 clusters Score -1.556657e+08 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 239243 members 
Mstep: Class 2 contains 10449 members 
Mstep: Class 3 contains 86117 members 
Mstep: Class 4 contains 80509 members 
Mstep: Class 5 contains 5243 members 
Mstep: Class 6 contains 4000 members 
Mstep: Class 7 contains 6243 members 
Mstep: Class 8 contains 11083 members 
Mstep: Class 9 contains 19678 members 
Mstep: Class 10 contains 1316 members 
Mstep: Class 11 contains 36798 members 
Mstep: Class 12 contains 227709 members 
Mstep: Class 13 contains 113370 members 
Mstep: Class 14 contains 40887 members 
Mstep: Class 15 contains 12681 members 
Mstep: Class 16 contains 213741 members 
Mstep: Class 17 contains 1004 members 
Mstep: Class 18 contains 26488 members 
Mstep: Class 19 contains 974 members 
Mstep: Class 20 contains 4320 members 
Mstep: Class 21 contains 17810 members 
Mstep: Class 22 contains 10179 members 
Mstep: Class 23 contains 5470 members 
Mstep: Class 24 contains 38382 members 
Mstep: Class 25 contains 10037 members 
Mstep: Class 26 contains 2018 members 
Mstep: Class 27 contains 3480 members 
Mstep: Class 28 contains 28580 members 
Mstep: Class 29 contains 28792 members 
Mstep: Class 30 contains 25497 members 
Mstep: Class 31 contains 10236 members 
Mstep: Class 32 contains 10472 members 
Mstep: Class 33 contains 20189 members 
Mstep: Class 34 contains 1115 members 
Mstep: Class 35 contains 4010 members 
Mstep: Class 36 contains 2126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155665520.000000 Penalty: 126091.726562
Iteration 139Q: 37 clusters Score -1.556655e+08 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 239211 members 
Mstep: Class 2 contains 10450 members 
Mstep: Class 3 contains 86010 members 
Mstep: Class 4 contains 80389 members 
Mstep: Class 5 contains 5254 members 
Mstep: Class 6 contains 3999 members 
Mstep: Class 7 contains 6245 members 
Mstep: Class 8 contains 11083 members 
Mstep: Class 9 contains 19703 members 
Mstep: Class 10 contains 1316 members 
Mstep: Class 11 contains 36886 members 
Mstep: Class 12 contains 227728 members 
Mstep: Class 13 contains 113345 members 
Mstep: Class 14 contains 40884 members 
Mstep: Class 15 contains 12680 members 
Mstep: Class 16 contains 213769 members 
Mstep: Class 17 contains 1003 members 
Mstep: Class 18 contains 26400 members 
Mstep: Class 19 contains 974 members 
Mstep: Class 20 contains 4319 members 
Mstep: Class 21 contains 17776 members 
Mstep: Class 22 contains 10170 members 
Mstep: Class 23 contains 5472 members 
Mstep: Class 24 contains 38341 members 
Mstep: Class 25 contains 10030 members 
Mstep: Class 26 contains 2014 members 
Mstep: Class 27 contains 3484 members 
Mstep: Class 28 contains 28626 members 
Mstep: Class 29 contains 28951 members 
Mstep: Class 30 contains 25494 members 
Mstep: Class 31 contains 10231 members 
Mstep: Class 32 contains 10531 members 
Mstep: Class 33 contains 20230 members 
Mstep: Class 34 contains 1115 members 
Mstep: Class 35 contains 4007 members 
Mstep: Class 36 contains 2126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155665536.000000 Penalty: 126091.726562
Iteration 140F: 37 clusters Score -1.556655e+08 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 239199 members 
Mstep: Class 2 contains 10451 members 
Mstep: Class 3 contains 85909 members 
Mstep: Class 4 contains 80278 members 
Mstep: Class 5 contains 5261 members 
Mstep: Class 6 contains 4000 members 
Mstep: Class 7 contains 6246 members 
Mstep: Class 8 contains 11082 members 
Mstep: Class 9 contains 19728 members 
Mstep: Class 10 contains 1316 members 
Mstep: Class 11 contains 36976 members 
Mstep: Class 12 contains 227732 members 
Mstep: Class 13 contains 113315 members 
Mstep: Class 14 contains 40881 members 
Mstep: Class 15 contains 12678 members 
Mstep: Class 16 contains 213804 members 
Mstep: Class 17 contains 1003 members 
Mstep: Class 18 contains 26319 members 
Mstep: Class 19 contains 974 members 
Mstep: Class 20 contains 4318 members 
Mstep: Class 21 contains 17746 members 
Mstep: Class 22 contains 10158 members 
Mstep: Class 23 contains 5475 members 
Mstep: Class 24 contains 38299 members 
Mstep: Class 25 contains 10017 members 
Mstep: Class 26 contains 2013 members 
Mstep: Class 27 contains 3486 members 
Mstep: Class 28 contains 28669 members 
Mstep: Class 29 contains 29086 members 
Mstep: Class 30 contains 25501 members 
Mstep: Class 31 contains 10222 members 
Mstep: Class 32 contains 10592 members 
Mstep: Class 33 contains 20264 members 
Mstep: Class 34 contains 1115 members 
Mstep: Class 35 contains 4007 members 
Mstep: Class 36 contains 2126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155665792.000000 Penalty: 126091.726562
Iteration 141Q: 37 clusters Score -1.556658e+08 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 239181 members 
Mstep: Class 2 contains 10450 members 
Mstep: Class 3 contains 85802 members 
Mstep: Class 4 contains 80190 members 
Mstep: Class 5 contains 5268 members 
Mstep: Class 6 contains 3998 members 
Mstep: Class 7 contains 6249 members 
Mstep: Class 8 contains 11082 members 
Mstep: Class 9 contains 19747 members 
Mstep: Class 10 contains 1316 members 
Mstep: Class 11 contains 37064 members 
Mstep: Class 12 contains 227749 members 
Mstep: Class 13 contains 113284 members 
Mstep: Class 14 contains 40878 members 
Mstep: Class 15 contains 12672 members 
Mstep: Class 16 contains 213824 members 
Mstep: Class 17 contains 1002 members 
Mstep: Class 18 contains 26241 members 
Mstep: Class 19 contains 974 members 
Mstep: Class 20 contains 4316 members 
Mstep: Class 21 contains 17699 members 
Mstep: Class 22 contains 10147 members 
Mstep: Class 23 contains 5477 members 
Mstep: Class 24 contains 38284 members 
Mstep: Class 25 contains 10010 members 
Mstep: Class 26 contains 2011 members 
Mstep: Class 27 contains 3487 members 
Mstep: Class 28 contains 28702 members 
Mstep: Class 29 contains 29226 members 
Mstep: Class 30 contains 25502 members 
Mstep: Class 31 contains 10222 members 
Mstep: Class 32 contains 10650 members 
Mstep: Class 33 contains 20296 members 
Mstep: Class 34 contains 1115 members 
Mstep: Class 35 contains 4004 members 
Mstep: Class 36 contains 2127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155666016.000000 Penalty: 126091.726562
Iteration 142Q: 37 clusters Score -1.55666e+08 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 239156 members 
Mstep: Class 2 contains 10444 members 
Mstep: Class 3 contains 85699 members 
Mstep: Class 4 contains 80090 members 
Mstep: Class 5 contains 5280 members 
Mstep: Class 6 contains 3996 members 
Mstep: Class 7 contains 6250 members 
Mstep: Class 8 contains 11082 members 
Mstep: Class 9 contains 19769 members 
Mstep: Class 10 contains 1316 members 
Mstep: Class 11 contains 37141 members 
Mstep: Class 12 contains 227771 members 
Mstep: Class 13 contains 113260 members 
Mstep: Class 14 contains 40877 members 
Mstep: Class 15 contains 12665 members 
Mstep: Class 16 contains 213856 members 
Mstep: Class 17 contains 1002 members 
Mstep: Class 18 contains 26160 members 
Mstep: Class 19 contains 973 members 
Mstep: Class 20 contains 4315 members 
Mstep: Class 21 contains 17661 members 
Mstep: Class 22 contains 10145 members 
Mstep: Class 23 contains 5482 members 
Mstep: Class 24 contains 38275 members 
Mstep: Class 25 contains 9999 members 
Mstep: Class 26 contains 2011 members 
Mstep: Class 27 contains 3487 members 
Mstep: Class 28 contains 28731 members 
Mstep: Class 29 contains 29355 members 
Mstep: Class 30 contains 25497 members 
Mstep: Class 31 contains 10216 members 
Mstep: Class 32 contains 10706 members 
Mstep: Class 33 contains 20332 members 
Mstep: Class 34 contains 1115 members 
Mstep: Class 35 contains 4004 members 
Mstep: Class 36 contains 2128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155666096.000000 Penalty: 126091.726562
Iteration 143Q: 37 clusters Score -1.556661e+08 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 239131 members 
Mstep: Class 2 contains 10447 members 
Mstep: Class 3 contains 85597 members 
Mstep: Class 4 contains 80018 members 
Mstep: Class 5 contains 5286 members 
Mstep: Class 6 contains 3995 members 
Mstep: Class 7 contains 6254 members 
Mstep: Class 8 contains 11082 members 
Mstep: Class 9 contains 19785 members 
Mstep: Class 10 contains 1316 members 
Mstep: Class 11 contains 37201 members 
Mstep: Class 12 contains 227807 members 
Mstep: Class 13 contains 113253 members 
Mstep: Class 14 contains 40876 members 
Mstep: Class 15 contains 12654 members 
Mstep: Class 16 contains 213873 members 
Mstep: Class 17 contains 1004 members 
Mstep: Class 18 contains 26071 members 
Mstep: Class 19 contains 974 members 
Mstep: Class 20 contains 4315 members 
Mstep: Class 21 contains 17625 members 
Mstep: Class 22 contains 10142 members 
Mstep: Class 23 contains 5485 members 
Mstep: Class 24 contains 38274 members 
Mstep: Class 25 contains 9992 members 
Mstep: Class 26 contains 2012 members 
Mstep: Class 27 contains 3489 members 
Mstep: Class 28 contains 28749 members 
Mstep: Class 29 contains 29457 members 
Mstep: Class 30 contains 25491 members 
Mstep: Class 31 contains 10212 members 
Mstep: Class 32 contains 10758 members 
Mstep: Class 33 contains 20371 members 
Mstep: Class 34 contains 1115 members 
Mstep: Class 35 contains 4006 members 
Mstep: Class 36 contains 2129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155666080.000000 Penalty: 126091.726562
Iteration 144Q: 37 clusters Score -1.556661e+08 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 239116 members 
Mstep: Class 2 contains 10444 members 
Mstep: Class 3 contains 85509 members 
Mstep: Class 4 contains 79948 members 
Mstep: Class 5 contains 5294 members 
Mstep: Class 6 contains 3992 members 
Mstep: Class 7 contains 6259 members 
Mstep: Class 8 contains 11082 members 
Mstep: Class 9 contains 19794 members 
Mstep: Class 10 contains 1316 members 
Mstep: Class 11 contains 37254 members 
Mstep: Class 12 contains 227834 members 
Mstep: Class 13 contains 113241 members 
Mstep: Class 14 contains 40875 members 
Mstep: Class 15 contains 12644 members 
Mstep: Class 16 contains 213887 members 
Mstep: Class 17 contains 1009 members 
Mstep: Class 18 contains 26008 members 
Mstep: Class 19 contains 973 members 
Mstep: Class 20 contains 4316 members 
Mstep: Class 21 contains 17585 members 
Mstep: Class 22 contains 10135 members 
Mstep: Class 23 contains 5490 members 
Mstep: Class 24 contains 38290 members 
Mstep: Class 25 contains 9986 members 
Mstep: Class 26 contains 2013 members 
Mstep: Class 27 contains 3491 members 
Mstep: Class 28 contains 28758 members 
Mstep: Class 29 contains 29566 members 
Mstep: Class 30 contains 25487 members 
Mstep: Class 31 contains 10208 members 
Mstep: Class 32 contains 10789 members 
Mstep: Class 33 contains 20402 members 
Mstep: Class 34 contains 1115 members 
Mstep: Class 35 contains 4007 members 
Mstep: Class 36 contains 2129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155666032.000000 Penalty: 126091.726562
Iteration 145Q: 37 clusters Score -1.55666e+08 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 239102 members 
Mstep: Class 2 contains 10447 members 
Mstep: Class 3 contains 85430 members 
Mstep: Class 4 contains 79887 members 
Mstep: Class 5 contains 5305 members 
Mstep: Class 6 contains 3988 members 
Mstep: Class 7 contains 6264 members 
Mstep: Class 8 contains 11082 members 
Mstep: Class 9 contains 19804 members 
Mstep: Class 10 contains 1316 members 
Mstep: Class 11 contains 37298 members 
Mstep: Class 12 contains 227856 members 
Mstep: Class 13 contains 113220 members 
Mstep: Class 14 contains 40871 members 
Mstep: Class 15 contains 12632 members 
Mstep: Class 16 contains 213890 members 
Mstep: Class 17 contains 1009 members 
Mstep: Class 18 contains 25949 members 
Mstep: Class 19 contains 973 members 
Mstep: Class 20 contains 4315 members 
Mstep: Class 21 contains 17553 members 
Mstep: Class 22 contains 10131 members 
Mstep: Class 23 contains 5495 members 
Mstep: Class 24 contains 38318 members 
Mstep: Class 25 contains 9985 members 
Mstep: Class 26 contains 2013 members 
Mstep: Class 27 contains 3492 members 
Mstep: Class 28 contains 28773 members 
Mstep: Class 29 contains 29655 members 
Mstep: Class 30 contains 25484 members 
Mstep: Class 31 contains 10206 members 
Mstep: Class 32 contains 10825 members 
Mstep: Class 33 contains 20424 members 
Mstep: Class 34 contains 1115 members 
Mstep: Class 35 contains 4010 members 
Mstep: Class 36 contains 2129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155666016.000000 Penalty: 126091.726562
Iteration 146Q: 37 clusters Score -1.55666e+08 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 239094 members 
Mstep: Class 2 contains 10449 members 
Mstep: Class 3 contains 85375 members 
Mstep: Class 4 contains 79838 members 
Mstep: Class 5 contains 5314 members 
Mstep: Class 6 contains 3985 members 
Mstep: Class 7 contains 6268 members 
Mstep: Class 8 contains 11082 members 
Mstep: Class 9 contains 19816 members 
Mstep: Class 10 contains 1316 members 
Mstep: Class 11 contains 37342 members 
Mstep: Class 12 contains 227873 members 
Mstep: Class 13 contains 113199 members 
Mstep: Class 14 contains 40866 members 
Mstep: Class 15 contains 12623 members 
Mstep: Class 16 contains 213894 members 
Mstep: Class 17 contains 1010 members 
Mstep: Class 18 contains 25879 members 
Mstep: Class 19 contains 973 members 
Mstep: Class 20 contains 4317 members 
Mstep: Class 21 contains 17520 members 
Mstep: Class 22 contains 10131 members 
Mstep: Class 23 contains 5497 members 
Mstep: Class 24 contains 38325 members 
Mstep: Class 25 contains 9993 members 
Mstep: Class 26 contains 2011 members 
Mstep: Class 27 contains 3493 members 
Mstep: Class 28 contains 28783 members 
Mstep: Class 29 contains 29734 members 
Mstep: Class 30 contains 25483 members 
Mstep: Class 31 contains 10201 members 
Mstep: Class 32 contains 10864 members 
Mstep: Class 33 contains 20441 members 
Mstep: Class 34 contains 1115 members 
Mstep: Class 35 contains 4012 members 
Mstep: Class 36 contains 2130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155666192.000000 Penalty: 126091.726562
Iteration 147Q: 37 clusters Score -1.556662e+08 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 239084 members 
Mstep: Class 2 contains 10448 members 
Mstep: Class 3 contains 85318 members 
Mstep: Class 4 contains 79806 members 
Mstep: Class 5 contains 5318 members 
Mstep: Class 6 contains 3983 members 
Mstep: Class 7 contains 6274 members 
Mstep: Class 8 contains 11082 members 
Mstep: Class 9 contains 19823 members 
Mstep: Class 10 contains 1316 members 
Mstep: Class 11 contains 37382 members 
Mstep: Class 12 contains 227883 members 
Mstep: Class 13 contains 113183 members 
Mstep: Class 14 contains 40863 members 
Mstep: Class 15 contains 12618 members 
Mstep: Class 16 contains 213901 members 
Mstep: Class 17 contains 1009 members 
Mstep: Class 18 contains 25807 members 
Mstep: Class 19 contains 973 members 
Mstep: Class 20 contains 4315 members 
Mstep: Class 21 contains 17494 members 
Mstep: Class 22 contains 10126 members 
Mstep: Class 23 contains 5498 members 
Mstep: Class 24 contains 38342 members 
Mstep: Class 25 contains 10005 members 
Mstep: Class 26 contains 2006 members 
Mstep: Class 27 contains 3492 members 
Mstep: Class 28 contains 28792 members 
Mstep: Class 29 contains 29794 members 
Mstep: Class 30 contains 25486 members 
Mstep: Class 31 contains 10200 members 
Mstep: Class 32 contains 10897 members 
Mstep: Class 33 contains 20467 members 
Mstep: Class 34 contains 1115 members 
Mstep: Class 35 contains 4015 members 
Mstep: Class 36 contains 2131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155666288.000000 Penalty: 126091.726562
Iteration 148Q: 37 clusters Score -1.556663e+08 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 239062 members 
Mstep: Class 2 contains 10448 members 
Mstep: Class 3 contains 85261 members 
Mstep: Class 4 contains 79773 members 
Mstep: Class 5 contains 5321 members 
Mstep: Class 6 contains 3978 members 
Mstep: Class 7 contains 6275 members 
Mstep: Class 8 contains 11082 members 
Mstep: Class 9 contains 19834 members 
Mstep: Class 10 contains 1316 members 
Mstep: Class 11 contains 37418 members 
Mstep: Class 12 contains 227892 members 
Mstep: Class 13 contains 113177 members 
Mstep: Class 14 contains 40861 members 
Mstep: Class 15 contains 12614 members 
Mstep: Class 16 contains 213903 members 
Mstep: Class 17 contains 1008 members 
Mstep: Class 18 contains 25749 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 4316 members 
Mstep: Class 21 contains 17468 members 
Mstep: Class 22 contains 10118 members 
Mstep: Class 23 contains 5500 members 
Mstep: Class 24 contains 38362 members 
Mstep: Class 25 contains 10014 members 
Mstep: Class 26 contains 2006 members 
Mstep: Class 27 contains 3491 members 
Mstep: Class 28 contains 28805 members 
Mstep: Class 29 contains 29863 members 
Mstep: Class 30 contains 25491 members 
Mstep: Class 31 contains 10194 members 
Mstep: Class 32 contains 10917 members 
Mstep: Class 33 contains 20494 members 
Mstep: Class 34 contains 1115 members 
Mstep: Class 35 contains 4017 members 
Mstep: Class 36 contains 2131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155666384.000000 Penalty: 126091.726562
Iteration 149Q: 37 clusters Score -1.556664e+08 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 239058 members 
Mstep: Class 2 contains 10450 members 
Mstep: Class 3 contains 85213 members 
Mstep: Class 4 contains 79745 members 
Mstep: Class 5 contains 5324 members 
Mstep: Class 6 contains 3979 members 
Mstep: Class 7 contains 6280 members 
Mstep: Class 8 contains 11082 members 
Mstep: Class 9 contains 19839 members 
Mstep: Class 10 contains 1316 members 
Mstep: Class 11 contains 37472 members 
Mstep: Class 12 contains 227885 members 
Mstep: Class 13 contains 113179 members 
Mstep: Class 14 contains 40861 members 
Mstep: Class 15 contains 12611 members 
Mstep: Class 16 contains 213900 members 
Mstep: Class 17 contains 1008 members 
Mstep: Class 18 contains 25692 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 4317 members 
Mstep: Class 21 contains 17433 members 
Mstep: Class 22 contains 10113 members 
Mstep: Class 23 contains 5500 members 
Mstep: Class 24 contains 38382 members 
Mstep: Class 25 contains 10017 members 
Mstep: Class 26 contains 2004 members 
Mstep: Class 27 contains 3492 members 
Mstep: Class 28 contains 28814 members 
Mstep: Class 29 contains 29896 members 
Mstep: Class 30 contains 25493 members 
Mstep: Class 31 contains 10192 members 
Mstep: Class 32 contains 10940 members 
Mstep: Class 33 contains 20525 members 
Mstep: Class 34 contains 1115 members 
Mstep: Class 35 contains 4015 members 
Mstep: Class 36 contains 2132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155666240.000000 Penalty: 126091.726562
Iteration 150Q: 37 clusters Score -1.556662e+08 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 239049 members 
Mstep: Class 2 contains 10448 members 
Mstep: Class 3 contains 85167 members 
Mstep: Class 4 contains 79708 members 
Mstep: Class 5 contains 5325 members 
Mstep: Class 6 contains 3979 members 
Mstep: Class 7 contains 6283 members 
Mstep: Class 8 contains 11081 members 
Mstep: Class 9 contains 19848 members 
Mstep: Class 10 contains 1316 members 
Mstep: Class 11 contains 37515 members 
Mstep: Class 12 contains 227879 members 
Mstep: Class 13 contains 113175 members 
Mstep: Class 14 contains 40862 members 
Mstep: Class 15 contains 12607 members 
Mstep: Class 16 contains 213908 members 
Mstep: Class 17 contains 1008 members 
Mstep: Class 18 contains 25655 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 4316 members 
Mstep: Class 21 contains 17409 members 
Mstep: Class 22 contains 10111 members 
Mstep: Class 23 contains 5501 members 
Mstep: Class 24 contains 38398 members 
Mstep: Class 25 contains 10012 members 
Mstep: Class 26 contains 2007 members 
Mstep: Class 27 contains 3491 members 
Mstep: Class 28 contains 28817 members 
Mstep: Class 29 contains 29944 members 
Mstep: Class 30 contains 25494 members 
Mstep: Class 31 contains 10191 members 
Mstep: Class 32 contains 10968 members 
Mstep: Class 33 contains 20540 members 
Mstep: Class 34 contains 1115 members 
Mstep: Class 35 contains 4015 members 
Mstep: Class 36 contains 2132 members 
Entering Unmasked Estep 
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Iteration 151Q: 37 clusters Score -1.556663e+08 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 239038 members 
Mstep: Class 2 contains 10451 members 
Mstep: Class 3 contains 85118 members 
Mstep: Class 4 contains 79679 members 
Mstep: Class 5 contains 5328 members 
Mstep: Class 6 contains 3980 members 
Mstep: Class 7 contains 6283 members 
Mstep: Class 8 contains 11080 members 
Mstep: Class 9 contains 19855 members 
Mstep: Class 10 contains 1316 members 
Mstep: Class 11 contains 37550 members 
Mstep: Class 12 contains 227880 members 
Mstep: Class 13 contains 113170 members 
Mstep: Class 14 contains 40860 members 
Mstep: Class 15 contains 12600 members 
Mstep: Class 16 contains 213914 members 
Mstep: Class 17 contains 1007 members 
Mstep: Class 18 contains 25628 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 4317 members 
Mstep: Class 21 contains 17395 members 
Mstep: Class 22 contains 10108 members 
Mstep: Class 23 contains 5501 members 
Mstep: Class 24 contains 38417 members 
Mstep: Class 25 contains 10011 members 
Mstep: Class 26 contains 2009 members 
Mstep: Class 27 contains 3492 members 
Mstep: Class 28 contains 28835 members 
Mstep: Class 29 contains 29973 members 
Mstep: Class 30 contains 25493 members 
Mstep: Class 31 contains 10188 members 
Mstep: Class 32 contains 10986 members 
Mstep: Class 33 contains 20549 members 
Mstep: Class 34 contains 1115 members 
Mstep: Class 35 contains 4016 members 
Mstep: Class 36 contains 2132 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 152Q: 37 clusters Score -1.556663e+08 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 239036 members 
Mstep: Class 2 contains 10453 members 
Mstep: Class 3 contains 85074 members 
Mstep: Class 4 contains 79655 members 
Mstep: Class 5 contains 5331 members 
Mstep: Class 6 contains 3980 members 
Mstep: Class 7 contains 6283 members 
Mstep: Class 8 contains 11080 members 
Mstep: Class 9 contains 19858 members 
Mstep: Class 10 contains 1316 members 
Mstep: Class 11 contains 37576 members 
Mstep: Class 12 contains 227875 members 
Mstep: Class 13 contains 113163 members 
Mstep: Class 14 contains 40859 members 
Mstep: Class 15 contains 12598 members 
Mstep: Class 16 contains 213915 members 
Mstep: Class 17 contains 1007 members 
Mstep: Class 18 contains 25596 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 4317 members 
Mstep: Class 21 contains 17382 members 
Mstep: Class 22 contains 10102 members 
Mstep: Class 23 contains 5501 members 
Mstep: Class 24 contains 38449 members 
Mstep: Class 25 contains 10014 members 
Mstep: Class 26 contains 2008 members 
Mstep: Class 27 contains 3492 members 
Mstep: Class 28 contains 28842 members 
Mstep: Class 29 contains 30002 members 
Mstep: Class 30 contains 25495 members 
Mstep: Class 31 contains 10188 members 
Mstep: Class 32 contains 11001 members 
Mstep: Class 33 contains 20561 members 
Mstep: Class 34 contains 1115 members 
Mstep: Class 35 contains 4018 members 
Mstep: Class 36 contains 2132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155666240.000000 Penalty: 126091.726562
Iteration 153Q: 37 clusters Score -1.556662e+08 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 239030 members 
Mstep: Class 2 contains 10453 members 
Mstep: Class 3 contains 85026 members 
Mstep: Class 4 contains 79630 members 
Mstep: Class 5 contains 5334 members 
Mstep: Class 6 contains 3980 members 
Mstep: Class 7 contains 6284 members 
Mstep: Class 8 contains 11080 members 
Mstep: Class 9 contains 19861 members 
Mstep: Class 10 contains 1316 members 
Mstep: Class 11 contains 37603 members 
Mstep: Class 12 contains 227871 members 
Mstep: Class 13 contains 113160 members 
Mstep: Class 14 contains 40858 members 
Mstep: Class 15 contains 12596 members 
Mstep: Class 16 contains 213922 members 
Mstep: Class 17 contains 1007 members 
Mstep: Class 18 contains 25573 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 4317 members 
Mstep: Class 21 contains 17371 members 
Mstep: Class 22 contains 10101 members 
Mstep: Class 23 contains 5501 members 
Mstep: Class 24 contains 38476 members 
Mstep: Class 25 contains 10010 members 
Mstep: Class 26 contains 2009 members 
Mstep: Class 27 contains 3492 members 
Mstep: Class 28 contains 28851 members 
Mstep: Class 29 contains 30028 members 
Mstep: Class 30 contains 25493 members 
Mstep: Class 31 contains 10187 members 
Mstep: Class 32 contains 11019 members 
Mstep: Class 33 contains 20569 members 
Mstep: Class 34 contains 1115 members 
Mstep: Class 35 contains 4019 members 
Mstep: Class 36 contains 2132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155666144.000000 Penalty: 126091.726562
Iteration 154Q: 37 clusters Score -1.556661e+08 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 239032 members 
Mstep: Class 2 contains 10454 members 
Mstep: Class 3 contains 84992 members 
Mstep: Class 4 contains 79607 members 
Mstep: Class 5 contains 5339 members 
Mstep: Class 6 contains 3981 members 
Mstep: Class 7 contains 6283 members 
Mstep: Class 8 contains 11080 members 
Mstep: Class 9 contains 19868 members 
Mstep: Class 10 contains 1316 members 
Mstep: Class 11 contains 37619 members 
Mstep: Class 12 contains 227871 members 
Mstep: Class 13 contains 113158 members 
Mstep: Class 14 contains 40857 members 
Mstep: Class 15 contains 12594 members 
Mstep: Class 16 contains 213923 members 
Mstep: Class 17 contains 1007 members 
Mstep: Class 18 contains 25555 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 4317 members 
Mstep: Class 21 contains 17365 members 
Mstep: Class 22 contains 10098 members 
Mstep: Class 23 contains 5501 members 
Mstep: Class 24 contains 38497 members 
Mstep: Class 25 contains 10005 members 
Mstep: Class 26 contains 2009 members 
Mstep: Class 27 contains 3492 members 
Mstep: Class 28 contains 28867 members 
Mstep: Class 29 contains 30035 members 
Mstep: Class 30 contains 25490 members 
Mstep: Class 31 contains 10185 members 
Mstep: Class 32 contains 11032 members 
Mstep: Class 33 contains 20578 members 
Mstep: Class 34 contains 1115 members 
Mstep: Class 35 contains 4020 members 
Mstep: Class 36 contains 2132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155666272.000000 Penalty: 126091.726562
Iteration 155Q: 37 clusters Score -1.556663e+08 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 239018 members 
Mstep: Class 2 contains 10454 members 
Mstep: Class 3 contains 84956 members 
Mstep: Class 4 contains 79595 members 
Mstep: Class 5 contains 5344 members 
Mstep: Class 6 contains 3980 members 
Mstep: Class 7 contains 6282 members 
Mstep: Class 8 contains 11080 members 
Mstep: Class 9 contains 19873 members 
Mstep: Class 10 contains 1316 members 
Mstep: Class 11 contains 37633 members 
Mstep: Class 12 contains 227875 members 
Mstep: Class 13 contains 113148 members 
Mstep: Class 14 contains 40858 members 
Mstep: Class 15 contains 12592 members 
Mstep: Class 16 contains 213927 members 
Mstep: Class 17 contains 1007 members 
Mstep: Class 18 contains 25542 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 4316 members 
Mstep: Class 21 contains 17353 members 
Mstep: Class 22 contains 10095 members 
Mstep: Class 23 contains 5503 members 
Mstep: Class 24 contains 38518 members 
Mstep: Class 25 contains 10005 members 
Mstep: Class 26 contains 2009 members 
Mstep: Class 27 contains 3492 members 
Mstep: Class 28 contains 28886 members 
Mstep: Class 29 contains 30052 members 
Mstep: Class 30 contains 25490 members 
Mstep: Class 31 contains 10184 members 
Mstep: Class 32 contains 11043 members 
Mstep: Class 33 contains 20580 members 
Mstep: Class 34 contains 1115 members 
Mstep: Class 35 contains 4021 members 
Mstep: Class 36 contains 2132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155666208.000000 Penalty: 126091.726562
Iteration 156Q: 37 clusters Score -1.556662e+08 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 239015 members 
Mstep: Class 2 contains 10454 members 
Mstep: Class 3 contains 84924 members 
Mstep: Class 4 contains 79580 members 
Mstep: Class 5 contains 5349 members 
Mstep: Class 6 contains 3981 members 
Mstep: Class 7 contains 6282 members 
Mstep: Class 8 contains 11080 members 
Mstep: Class 9 contains 19876 members 
Mstep: Class 10 contains 1316 members 
Mstep: Class 11 contains 37645 members 
Mstep: Class 12 contains 227881 members 
Mstep: Class 13 contains 113143 members 
Mstep: Class 14 contains 40859 members 
Mstep: Class 15 contains 12591 members 
Mstep: Class 16 contains 213929 members 
Mstep: Class 17 contains 1008 members 
Mstep: Class 18 contains 25535 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 4315 members 
Mstep: Class 21 contains 17336 members 
Mstep: Class 22 contains 10094 members 
Mstep: Class 23 contains 5503 members 
Mstep: Class 24 contains 38537 members 
Mstep: Class 25 contains 10007 members 
Mstep: Class 26 contains 2011 members 
Mstep: Class 27 contains 3493 members 
Mstep: Class 28 contains 28892 members 
Mstep: Class 29 contains 30071 members 
Mstep: Class 30 contains 25488 members 
Mstep: Class 31 contains 10183 members 
Mstep: Class 32 contains 11047 members 
Mstep: Class 33 contains 20580 members 
Mstep: Class 34 contains 1115 members 
Mstep: Class 35 contains 4022 members 
Mstep: Class 36 contains 2132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155666240.000000 Penalty: 126091.726562
Iteration 157Q: 37 clusters Score -1.556662e+08 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 238999 members 
Mstep: Class 2 contains 10456 members 
Mstep: Class 3 contains 84885 members 
Mstep: Class 4 contains 79569 members 
Mstep: Class 5 contains 5350 members 
Mstep: Class 6 contains 3982 members 
Mstep: Class 7 contains 6283 members 
Mstep: Class 8 contains 11080 members 
Mstep: Class 9 contains 19876 members 
Mstep: Class 10 contains 1316 members 
Mstep: Class 11 contains 37656 members 
Mstep: Class 12 contains 227886 members 
Mstep: Class 13 contains 113139 members 
Mstep: Class 14 contains 40859 members 
Mstep: Class 15 contains 12589 members 
Mstep: Class 16 contains 213933 members 
Mstep: Class 17 contains 1009 members 
Mstep: Class 18 contains 25528 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 4314 members 
Mstep: Class 21 contains 17327 members 
Mstep: Class 22 contains 10091 members 
Mstep: Class 23 contains 5504 members 
Mstep: Class 24 contains 38561 members 
Mstep: Class 25 contains 10009 members 
Mstep: Class 26 contains 2011 members 
Mstep: Class 27 contains 3493 members 
Mstep: Class 28 contains 28901 members 
Mstep: Class 29 contains 30098 members 
Mstep: Class 30 contains 25490 members 
Mstep: Class 31 contains 10179 members 
Mstep: Class 32 contains 11050 members 
Mstep: Class 33 contains 20580 members 
Mstep: Class 34 contains 1115 members 
Mstep: Class 35 contains 4024 members 
Mstep: Class 36 contains 2132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155666432.000000 Penalty: 126091.726562
Iteration 158Q: 37 clusters Score -1.556664e+08 nChanged 178
Entering ConstructFrom: 
Score: -155666432.000000 Penalty: 126091.726562
Entering ConstructFrom: 
Trying to split cluster 1 (238997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238997 members 
Entering Unmasked Estep 
Score: -28194348.000000 Penalty: 3071.282959
	Iteration 0F: 2 clusters Score -2.819435e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119390 members 
Mstep: Class 2 contains 119607 members 
Entering Unmasked Estep 
Score: -28042414.000000 Penalty: 6142.565918
	Iteration 0F: 3 clusters Score -2.804241e+07 nChanged 115016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117320 members 
Mstep: Class 2 contains 121677 members 
Entering Unmasked Estep 
Score: -28109758.000000 Penalty: 6142.565918
	Iteration 1F: 3 clusters Score -2.810976e+07 nChanged 5854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115740 members 
Mstep: Class 2 contains 123257 members 
Entering Unmasked Estep 
Score: -28110700.000000 Penalty: 6142.565918
	Iteration 2Q: 3 clusters Score -2.81107e+07 nChanged 6312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113230 members 
Mstep: Class 2 contains 125767 members 
Entering Unmasked Estep 
Score: -28112018.000000 Penalty: 6142.565918
	Iteration 3Q: 3 clusters Score -2.811202e+07 nChanged 7212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109288 members 
Mstep: Class 2 contains 129709 members 
Entering Unmasked Estep 
Score: -28113794.000000 Penalty: 6142.565918
	Iteration 4Q: 3 clusters Score -2.811379e+07 nChanged 8722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103216 members 
Mstep: Class 2 contains 135781 members 
Entering Unmasked Estep 
Score: -28116416.000000 Penalty: 6142.565918
	Iteration 5Q: 3 clusters Score -2.811642e+07 nChanged 11428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94028 members 
Mstep: Class 2 contains 144969 members 
Entering Unmasked Estep 
Score: -28121558.000000 Penalty: 6142.565918
	Iteration 6Q: 3 clusters Score -2.812156e+07 nChanged 14851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81053 members 
Mstep: Class 2 contains 157944 members 
Entering Unmasked Estep 
Score: -28130004.000000 Penalty: 6142.565918
	Iteration 7F: 3 clusters Score -2.813e+07 nChanged 17927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64536 members 
Mstep: Class 2 contains 174461 members 
Entering Unmasked Estep 
Score: -28141404.000000 Penalty: 6142.565918
	Iteration 8F: 3 clusters Score -2.81414e+07 nChanged 18751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46531 members 
Mstep: Class 2 contains 192466 members 
Entering Unmasked Estep 
Score: -28154140.000000 Penalty: 6142.565918
	Iteration 9F: 3 clusters Score -2.815414e+07 nChanged 16878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29917 members 
Mstep: Class 2 contains 209080 members 
Entering Unmasked Estep 
Score: -28166964.000000 Penalty: 6142.565918
	Iteration 10F: 3 clusters Score -2.816696e+07 nChanged 13296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16663 members 
Mstep: Class 2 contains 222334 members 
Entering Unmasked Estep 
Score: -28177912.000000 Penalty: 6142.565918
	Iteration 11F: 3 clusters Score -2.817791e+07 nChanged 8762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 231092 members 
Entering Unmasked Estep 
Score: -28185354.000000 Penalty: 6142.565918
	Iteration 12Q: 3 clusters Score -2.818535e+07 nChanged 4473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 235565 members 
Entering Unmasked Estep 
Score: -28188956.000000 Penalty: 6142.565918
	Iteration 13Q: 3 clusters Score -2.818896e+07 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 237434 members 
Entering Unmasked Estep 
Score: -28190428.000000 Penalty: 6142.565918
	Iteration 14Q: 3 clusters Score -2.819043e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 238174 members 
Entering Unmasked Estep 
Score: -28191042.000000 Penalty: 6142.565918
	Iteration 15Q: 3 clusters Score -2.819104e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 238424 members 
Entering Unmasked Estep 
Score: -28191300.000000 Penalty: 6142.565918
	Iteration 16Q: 3 clusters Score -2.81913e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 238534 members 
Entering Unmasked Estep 
Score: -28191434.000000 Penalty: 6142.565918
	Iteration 17Q: 3 clusters Score -2.819143e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 238572 members 
Entering Unmasked Estep 
Score: -28191508.000000 Penalty: 6142.565918
	Iteration 18Q: 3 clusters Score -2.819151e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 238601 members 
Entering Unmasked Estep 
Score: -28191522.000000 Penalty: 6142.565918
	Iteration 19Q: 3 clusters Score -2.819152e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 238617 members 
Entering Unmasked Estep 
Score: -28191534.000000 Penalty: 6142.565918
	Iteration 20F: 3 clusters Score -2.819153e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 238630 members 
Entering Unmasked Estep 
Score: -28191556.000000 Penalty: 6142.565918
	Iteration 21Q: 3 clusters Score -2.819156e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 238635 members 
Entering Unmasked Estep 
Score: -28191576.000000 Penalty: 6142.565918
	Iteration 22Q: 3 clusters Score -2.819158e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 238639 members 
Entering Unmasked Estep 
Score: -28191578.000000 Penalty: 6142.565918
	Iteration 23Q: 3 clusters Score -2.819158e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 238645 members 
Entering Unmasked Estep 
Score: -28191586.000000 Penalty: 6142.565918
	Iteration 24Q: 3 clusters Score -2.819159e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 238642 members 
Entering Unmasked Estep 
Score: -28191584.000000 Penalty: 6142.565918
	Iteration 25Q: 3 clusters Score -2.819158e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 238642 members 
Entering Unmasked Estep 
Score: -28191586.000000 Penalty: 6142.565918
	Iteration 26Q: 3 clusters Score -2.819159e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 238641 members 
Entering Unmasked Estep 
Score: -28191590.000000 Penalty: 6142.565918
	Iteration 27Q: 3 clusters Score -2.819159e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 238642 members 
Entering Unmasked Estep 
Score: -28191602.000000 Penalty: 6142.565918
	Iteration 28Q: 3 clusters Score -2.81916e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 238643 members 
Entering Unmasked Estep 
Score: -28191592.000000 Penalty: 6142.565918
	Iteration 29Q: 3 clusters Score -2.819159e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 238644 members 
Entering Unmasked Estep 
Score: -28191592.000000 Penalty: 6142.565918
	Iteration 30Q: 3 clusters Score -2.819159e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 238643 members 
Entering Unmasked Estep 
Score: -28191580.000000 Penalty: 6142.565918
	Iteration 31Q: 3 clusters Score -2.819158e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 238643 members 
Entering Unmasked Estep 
Score: -28191580.000000 Penalty: 6142.565918
	Iteration 32F: 3 clusters Score -2.819158e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (10457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Entering Unmasked Estep 
Score: -1199748.875000 Penalty: 2295.246582
	Iteration 0F: 2 clusters Score -1199749 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -1191831.625000 Penalty: 4590.493164
	Iteration 0F: 3 clusters Score -1191832 nChanged 4367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -1194182.125000 Penalty: 4590.493164
	Iteration 1F: 3 clusters Score -1194182 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -1194548.125000 Penalty: 4590.493164
	Iteration 2F: 3 clusters Score -1194548 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -1194850.875000 Penalty: 4590.493164
	Iteration 3F: 3 clusters Score -1194851 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -1195128.875000 Penalty: 4590.493164
	Iteration 4Q: 3 clusters Score -1195129 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -1195406.625000 Penalty: 4590.493164
	Iteration 5Q: 3 clusters Score -1195407 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -1195688.125000 Penalty: 4590.493164
	Iteration 6Q: 3 clusters Score -1195688 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -1196026.000000 Penalty: 4590.493164
	Iteration 7Q: 3 clusters Score -1196026 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -1196362.500000 Penalty: 4590.493164
	Iteration 8Q: 3 clusters Score -1196362 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -1196700.375000 Penalty: 4590.493164
	Iteration 9Q: 3 clusters Score -1196700 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -1197001.875000 Penalty: 4590.493164
	Iteration 10Q: 3 clusters Score -1197002 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -1197231.875000 Penalty: 4590.493164
	Iteration 11Q: 3 clusters Score -1197232 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -1197384.125000 Penalty: 4590.493164
	Iteration 12Q: 3 clusters Score -1197384 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -1197466.875000 Penalty: 4590.493164
	Iteration 13Q: 3 clusters Score -1197467 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -1197514.125000 Penalty: 4590.493164
	Iteration 14Q: 3 clusters Score -1197514 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -1197538.750000 Penalty: 4590.493164
	Iteration 15Q: 3 clusters Score -1197539 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -1197560.625000 Penalty: 4590.493164
	Iteration 16Q: 3 clusters Score -1197561 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -1197573.750000 Penalty: 4590.493164
	Iteration 17Q: 3 clusters Score -1197574 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -1197580.000000 Penalty: 4590.493164
	Iteration 18Q: 3 clusters Score -1197580 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -1197589.750000 Penalty: 4590.493164
	Iteration 19Q: 3 clusters Score -1197590 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -1197593.250000 Penalty: 4590.493164
	Iteration 20F: 3 clusters Score -1197593 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -1197591.625000 Penalty: 4590.493164
	Iteration 21Q: 3 clusters Score -1197592 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -1197592.375000 Penalty: 4590.493164
	Iteration 22Q: 3 clusters Score -1197592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -1197591.500000 Penalty: 4590.493164
	Iteration 23Q: 3 clusters Score -1197592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -1197594.125000 Penalty: 4590.493164
	Iteration 24Q: 3 clusters Score -1197594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -1197593.500000 Penalty: 4590.493164
	Iteration 25Q: 3 clusters Score -1197594 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -1197593.500000 Penalty: 4590.493164
	Iteration 26F: 3 clusters Score -1197594 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (84849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84849 members 
Entering Unmasked Estep 
Score: -10023851.000000 Penalty: 2814.459717
	Iteration 0F: 2 clusters Score -1.002385e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42756 members 
Mstep: Class 2 contains 42093 members 
Entering Unmasked Estep 
Score: -9967392.000000 Penalty: 5628.919434
	Iteration 0F: 3 clusters Score -9967392 nChanged 39771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46419 members 
Mstep: Class 2 contains 38430 members 
Entering Unmasked Estep 
Score: -9989932.000000 Penalty: 5628.919434
	Iteration 1F: 3 clusters Score -9989932 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48731 members 
Mstep: Class 2 contains 36118 members 
Entering Unmasked Estep 
Score: -9991103.000000 Penalty: 5628.919434
	Iteration 2Q: 3 clusters Score -9991103 nChanged 3974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52115 members 
Mstep: Class 2 contains 32734 members 
Entering Unmasked Estep 
Score: -9992772.000000 Penalty: 5628.919434
	Iteration 3Q: 3 clusters Score -9992772 nChanged 5133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56978 members 
Mstep: Class 2 contains 27871 members 
Entering Unmasked Estep 
Score: -9995629.000000 Penalty: 5628.919434
	Iteration 4F: 3 clusters Score -9995629 nChanged 6533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63435 members 
Mstep: Class 2 contains 21414 members 
Entering Unmasked Estep 
Score: -10000551.000000 Penalty: 5628.919434
	Iteration 5F: 3 clusters Score -1.000055e+07 nChanged 7521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70946 members 
Mstep: Class 2 contains 13903 members 
Entering Unmasked Estep 
Score: -10007443.000000 Penalty: 5628.919434
	Iteration 6F: 3 clusters Score -1.000744e+07 nChanged 6738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77682 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -10014210.000000 Penalty: 5628.919434
	Iteration 7F: 3 clusters Score -1.001421e+07 nChanged 4317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81999 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -10018583.000000 Penalty: 5628.919434
	Iteration 8F: 3 clusters Score -1.001858e+07 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83828 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -10020394.000000 Penalty: 5628.919434
	Iteration 9Q: 3 clusters Score -1.002039e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84371 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -10020955.000000 Penalty: 5628.919434
	Iteration 10Q: 3 clusters Score -1.002096e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84513 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -10021154.000000 Penalty: 5628.919434
	Iteration 11Q: 3 clusters Score -1.002115e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84564 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -10021246.000000 Penalty: 5628.919434
	Iteration 12Q: 3 clusters Score -1.002125e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84584 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -10021284.000000 Penalty: 5628.919434
	Iteration 13Q: 3 clusters Score -1.002128e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84595 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -10021300.000000 Penalty: 5628.919434
	Iteration 14Q: 3 clusters Score -1.00213e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84600 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -10021314.000000 Penalty: 5628.919434
	Iteration 15Q: 3 clusters Score -1.002131e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84603 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -10021320.000000 Penalty: 5628.919434
	Iteration 16Q: 3 clusters Score -1.002132e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84605 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -10021333.000000 Penalty: 5628.919434
	Iteration 17Q: 3 clusters Score -1.002133e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84607 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -10021338.000000 Penalty: 5628.919434
	Iteration 18Q: 3 clusters Score -1.002134e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84610 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -10021339.000000 Penalty: 5628.919434
	Iteration 19Q: 3 clusters Score -1.002134e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84610 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -10021344.000000 Penalty: 5628.919434
	Iteration 20F: 3 clusters Score -1.002134e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (79559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79559 members 
Entering Unmasked Estep 
Score: -9363429.000000 Penalty: 2798.495117
	Iteration 0F: 2 clusters Score -9363429 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39835 members 
Mstep: Class 2 contains 39724 members 
Entering Unmasked Estep 
Score: -9310087.000000 Penalty: 5596.990234
	Iteration 0F: 3 clusters Score -9310087 nChanged 37574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39631 members 
Mstep: Class 2 contains 39928 members 
Entering Unmasked Estep 
Score: -9331094.000000 Penalty: 5596.990234
	Iteration 1F: 3 clusters Score -9331094 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39445 members 
Mstep: Class 2 contains 40114 members 
Entering Unmasked Estep 
Score: -9331656.000000 Penalty: 5596.990234
	Iteration 2Q: 3 clusters Score -9331656 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39190 members 
Mstep: Class 2 contains 40369 members 
Entering Unmasked Estep 
Score: -9332128.000000 Penalty: 5596.990234
	Iteration 3Q: 3 clusters Score -9332128 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38809 members 
Mstep: Class 2 contains 40750 members 
Entering Unmasked Estep 
Score: -9332620.000000 Penalty: 5596.990234
	Iteration 4Q: 3 clusters Score -9332620 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38154 members 
Mstep: Class 2 contains 41405 members 
Entering Unmasked Estep 
Score: -9333166.000000 Penalty: 5596.990234
	Iteration 5Q: 3 clusters Score -9333166 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37304 members 
Mstep: Class 2 contains 42255 members 
Entering Unmasked Estep 
Score: -9333765.000000 Penalty: 5596.990234
	Iteration 6Q: 3 clusters Score -9333765 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36057 members 
Mstep: Class 2 contains 43502 members 
Entering Unmasked Estep 
Score: -9334512.000000 Penalty: 5596.990234
	Iteration 7Q: 3 clusters Score -9334512 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34321 members 
Mstep: Class 2 contains 45238 members 
Entering Unmasked Estep 
Score: -9335710.000000 Penalty: 5596.990234
	Iteration 8Q: 3 clusters Score -9335710 nChanged 3652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32055 members 
Mstep: Class 2 contains 47504 members 
Entering Unmasked Estep 
Score: -9337228.000000 Penalty: 5596.990234
	Iteration 9Q: 3 clusters Score -9337228 nChanged 3852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29363 members 
Mstep: Class 2 contains 50196 members 
Entering Unmasked Estep 
Score: -9338932.000000 Penalty: 5596.990234
	Iteration 10Q: 3 clusters Score -9338932 nChanged 4095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26232 members 
Mstep: Class 2 contains 53327 members 
Entering Unmasked Estep 
Score: -9340859.000000 Penalty: 5596.990234
	Iteration 11F: 3 clusters Score -9340859 nChanged 4255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22639 members 
Mstep: Class 2 contains 56920 members 
Entering Unmasked Estep 
Score: -9343167.000000 Penalty: 5596.990234
	Iteration 12F: 3 clusters Score -9343167 nChanged 4319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18694 members 
Mstep: Class 2 contains 60865 members 
Entering Unmasked Estep 
Score: -9345796.000000 Penalty: 5596.990234
	Iteration 13F: 3 clusters Score -9345796 nChanged 4241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14627 members 
Mstep: Class 2 contains 64932 members 
Entering Unmasked Estep 
Score: -9348785.000000 Penalty: 5596.990234
	Iteration 14F: 3 clusters Score -9348785 nChanged 4122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 68990 members 
Entering Unmasked Estep 
Score: -9352042.000000 Penalty: 5596.990234
	Iteration 15F: 3 clusters Score -9352042 nChanged 3584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 72540 members 
Entering Unmasked Estep 
Score: -9355252.000000 Penalty: 5596.990234
	Iteration 16Q: 3 clusters Score -9355252 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 75152 members 
Entering Unmasked Estep 
Score: -9357742.000000 Penalty: 5596.990234
	Iteration 17Q: 3 clusters Score -9357742 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 76669 members 
Entering Unmasked Estep 
Score: -9359130.000000 Penalty: 5596.990234
	Iteration 18Q: 3 clusters Score -9359130 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 77444 members 
Entering Unmasked Estep 
Score: -9359896.000000 Penalty: 5596.990234
	Iteration 19Q: 3 clusters Score -9359896 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 77874 members 
Entering Unmasked Estep 
Score: -9360261.000000 Penalty: 5596.990234
	Iteration 20F: 3 clusters Score -9360261 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 78123 members 
Entering Unmasked Estep 
Score: -9360474.000000 Penalty: 5596.990234
	Iteration 21Q: 3 clusters Score -9360474 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 78303 members 
Entering Unmasked Estep 
Score: -9360626.000000 Penalty: 5596.990234
	Iteration 22Q: 3 clusters Score -9360626 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 78422 members 
Entering Unmasked Estep 
Score: -9360709.000000 Penalty: 5596.990234
	Iteration 23Q: 3 clusters Score -9360709 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 78517 members 
Entering Unmasked Estep 
Score: -9360775.000000 Penalty: 5596.990234
	Iteration 24Q: 3 clusters Score -9360775 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 78577 members 
Entering Unmasked Estep 
Score: -9360810.000000 Penalty: 5596.990234
	Iteration 25Q: 3 clusters Score -9360810 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 78630 members 
Entering Unmasked Estep 
Score: -9360862.000000 Penalty: 5596.990234
	Iteration 26Q: 3 clusters Score -9360862 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 78663 members 
Entering Unmasked Estep 
Score: -9360893.000000 Penalty: 5596.990234
	Iteration 27Q: 3 clusters Score -9360893 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 78693 members 
Entering Unmasked Estep 
Score: -9360920.000000 Penalty: 5596.990234
	Iteration 28Q: 3 clusters Score -9360920 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 78715 members 
Entering Unmasked Estep 
Score: -9360929.000000 Penalty: 5596.990234
	Iteration 29Q: 3 clusters Score -9360929 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 78732 members 
Entering Unmasked Estep 
Score: -9360935.000000 Penalty: 5596.990234
	Iteration 30Q: 3 clusters Score -9360935 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 78748 members 
Entering Unmasked Estep 
Score: -9360965.000000 Penalty: 5596.990234
	Iteration 31Q: 3 clusters Score -9360965 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 78763 members 
Entering Unmasked Estep 
Score: -9360964.000000 Penalty: 5596.990234
	Iteration 32Q: 3 clusters Score -9360964 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 78776 members 
Entering Unmasked Estep 
Score: -9360964.000000 Penalty: 5596.990234
	Iteration 33Q: 3 clusters Score -9360964 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 78786 members 
Entering Unmasked Estep 
Score: -9360970.000000 Penalty: 5596.990234
	Iteration 34Q: 3 clusters Score -9360970 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 78796 members 
Entering Unmasked Estep 
Score: -9360982.000000 Penalty: 5596.990234
	Iteration 35Q: 3 clusters Score -9360982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 78799 members 
Entering Unmasked Estep 
Score: -9360967.000000 Penalty: 5596.990234
	Iteration 36Q: 3 clusters Score -9360967 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 78803 members 
Entering Unmasked Estep 
Score: -9360980.000000 Penalty: 5596.990234
	Iteration 37Q: 3 clusters Score -9360980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 78808 members 
Entering Unmasked Estep 
Score: -9360976.000000 Penalty: 5596.990234
	Iteration 38Q: 3 clusters Score -9360976 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 78817 members 
Entering Unmasked Estep 
Score: -9360990.000000 Penalty: 5596.990234
	Iteration 39Q: 3 clusters Score -9360990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 78818 members 
Entering Unmasked Estep 
Score: -9360993.000000 Penalty: 5596.990234
	Iteration 40F: 3 clusters Score -9360993 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 78820 members 
Entering Unmasked Estep 
Score: -9360989.000000 Penalty: 5596.990234
	Iteration 41Q: 3 clusters Score -9360989 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 78822 members 
Entering Unmasked Estep 
Score: -9360989.000000 Penalty: 5596.990234
	Iteration 42Q: 3 clusters Score -9360989 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 78825 members 
Entering Unmasked Estep 
Score: -9360996.000000 Penalty: 5596.990234
	Iteration 43Q: 3 clusters Score -9360996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 78827 members 
Entering Unmasked Estep 
Score: -9360995.000000 Penalty: 5596.990234
	Iteration 44Q: 3 clusters Score -9360995 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 78828 members 
Entering Unmasked Estep 
Score: -9360996.000000 Penalty: 5596.990234
	Iteration 45Q: 3 clusters Score -9360996 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 78828 members 
Entering Unmasked Estep 
Score: -9360996.000000 Penalty: 5596.990234
	Iteration 46F: 3 clusters Score -9360996 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Entering Unmasked Estep 
Score: -587106.062500 Penalty: 2129.413818
	Iteration 0F: 2 clusters Score -587106.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -582380.187500 Penalty: 4258.827637
	Iteration 0F: 3 clusters Score -582380.2 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -583597.250000 Penalty: 4258.827637
	Iteration 1F: 3 clusters Score -583597.2 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -583879.875000 Penalty: 4258.827637
	Iteration 2F: 3 clusters Score -583879.9 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -584108.812500 Penalty: 4258.827637
	Iteration 3F: 3 clusters Score -584108.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -584319.000000 Penalty: 4258.827637
	Iteration 4F: 3 clusters Score -584319 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -584531.875000 Penalty: 4258.827637
	Iteration 5Q: 3 clusters Score -584531.9 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -584805.937500 Penalty: 4258.827637
	Iteration 6F: 3 clusters Score -584805.9 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -585089.875000 Penalty: 4258.827637
	Iteration 7F: 3 clusters Score -585089.9 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -585360.000000 Penalty: 4258.827637
	Iteration 8Q: 3 clusters Score -585360 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -585618.562500 Penalty: 4258.827637
	Iteration 9Q: 3 clusters Score -585618.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -585834.375000 Penalty: 4258.827637
	Iteration 10Q: 3 clusters Score -585834.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -586012.875000 Penalty: 4258.827637
	Iteration 11Q: 3 clusters Score -586012.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -586125.125000 Penalty: 4258.827637
	Iteration 12Q: 3 clusters Score -586125.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -586172.125000 Penalty: 4258.827637
	Iteration 13Q: 3 clusters Score -586172.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -586195.187500 Penalty: 4258.827637
	Iteration 14Q: 3 clusters Score -586195.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -586208.750000 Penalty: 4258.827637
	Iteration 15Q: 3 clusters Score -586208.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -586217.562500 Penalty: 4258.827637
	Iteration 16Q: 3 clusters Score -586217.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -586224.625000 Penalty: 4258.827637
	Iteration 17Q: 3 clusters Score -586224.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -586233.187500 Penalty: 4258.827637
	Iteration 18Q: 3 clusters Score -586233.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -586236.625000 Penalty: 4258.827637
	Iteration 19Q: 3 clusters Score -586236.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -586239.875000 Penalty: 4258.827637
	Iteration 20F: 3 clusters Score -586239.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -586242.937500 Penalty: 4258.827637
	Iteration 21Q: 3 clusters Score -586242.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -586247.125000 Penalty: 4258.827637
	Iteration 22Q: 3 clusters Score -586247.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -586245.750000 Penalty: 4258.827637
	Iteration 23Q: 3 clusters Score -586245.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -586246.875000 Penalty: 4258.827637
	Iteration 24Q: 3 clusters Score -586246.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -586247.875000 Penalty: 4258.827637
	Iteration 25Q: 3 clusters Score -586247.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -586247.687500 Penalty: 4258.827637
	Iteration 26Q: 3 clusters Score -586247.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -586248.562500 Penalty: 4258.827637
	Iteration 27Q: 3 clusters Score -586248.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -586249.437500 Penalty: 4258.827637
	Iteration 28Q: 3 clusters Score -586249.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -586249.375000 Penalty: 4258.827637
	Iteration 29Q: 3 clusters Score -586249.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -586249.250000 Penalty: 4258.827637
	Iteration 30Q: 3 clusters Score -586249.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -586250.875000 Penalty: 4258.827637
	Iteration 31Q: 3 clusters Score -586250.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -586251.250000 Penalty: 4258.827637
	Iteration 32Q: 3 clusters Score -586251.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -586251.250000 Penalty: 4258.827637
	Iteration 33F: 3 clusters Score -586251.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Entering Unmasked Estep 
Score: -454018.531250 Penalty: 2055.743652
	Iteration 0F: 2 clusters Score -454018.5 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 2054 members 
Entering Unmasked Estep 
Score: -450167.093750 Penalty: 4111.487305
	Iteration 0F: 3 clusters Score -450167.1 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -450994.312500 Penalty: 4111.487305
	Iteration 1F: 3 clusters Score -450994.3 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -451143.281250 Penalty: 4111.487305
	Iteration 2F: 3 clusters Score -451143.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -451241.625000 Penalty: 4111.487305
	Iteration 3Q: 3 clusters Score -451241.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -451321.656250 Penalty: 4111.487305
	Iteration 4Q: 3 clusters Score -451321.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -451397.250000 Penalty: 4111.487305
	Iteration 5Q: 3 clusters Score -451397.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -451461.250000 Penalty: 4111.487305
	Iteration 6Q: 3 clusters Score -451461.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -451507.125000 Penalty: 4111.487305
	Iteration 7Q: 3 clusters Score -451507.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -451555.281250 Penalty: 4111.487305
	Iteration 8Q: 3 clusters Score -451555.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -451606.375000 Penalty: 4111.487305
	Iteration 9Q: 3 clusters Score -451606.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -451654.625000 Penalty: 4111.487305
	Iteration 10Q: 3 clusters Score -451654.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -451701.250000 Penalty: 4111.487305
	Iteration 11Q: 3 clusters Score -451701.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -451745.843750 Penalty: 4111.487305
	Iteration 12Q: 3 clusters Score -451745.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -451786.937500 Penalty: 4111.487305
	Iteration 13Q: 3 clusters Score -451786.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -451821.437500 Penalty: 4111.487305
	Iteration 14Q: 3 clusters Score -451821.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -451865.531250 Penalty: 4111.487305
	Iteration 15Q: 3 clusters Score -451865.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -451909.281250 Penalty: 4111.487305
	Iteration 16Q: 3 clusters Score -451909.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -451944.906250 Penalty: 4111.487305
	Iteration 17Q: 3 clusters Score -451944.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -451977.656250 Penalty: 4111.487305
	Iteration 18Q: 3 clusters Score -451977.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -451999.468750 Penalty: 4111.487305
	Iteration 19Q: 3 clusters Score -451999.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -452014.687500 Penalty: 4111.487305
	Iteration 20F: 3 clusters Score -452014.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -452035.093750 Penalty: 4111.487305
	Iteration 21Q: 3 clusters Score -452035.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -452045.218750 Penalty: 4111.487305
	Iteration 22Q: 3 clusters Score -452045.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -452055.125000 Penalty: 4111.487305
	Iteration 23Q: 3 clusters Score -452055.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -452062.343750 Penalty: 4111.487305
	Iteration 24Q: 3 clusters Score -452062.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -452069.156250 Penalty: 4111.487305
	Iteration 25Q: 3 clusters Score -452069.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -452074.687500 Penalty: 4111.487305
	Iteration 26Q: 3 clusters Score -452074.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -452079.187500 Penalty: 4111.487305
	Iteration 27Q: 3 clusters Score -452079.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -452084.656250 Penalty: 4111.487305
	Iteration 28Q: 3 clusters Score -452084.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -452092.125000 Penalty: 4111.487305
	Iteration 29Q: 3 clusters Score -452092.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -452099.375000 Penalty: 4111.487305
	Iteration 30Q: 3 clusters Score -452099.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -452104.906250 Penalty: 4111.487305
	Iteration 31Q: 3 clusters Score -452104.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -452110.906250 Penalty: 4111.487305
	Iteration 32Q: 3 clusters Score -452110.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -452115.562500 Penalty: 4111.487305
	Iteration 33Q: 3 clusters Score -452115.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -452117.625000 Penalty: 4111.487305
	Iteration 34Q: 3 clusters Score -452117.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -452118.718750 Penalty: 4111.487305
	Iteration 35Q: 3 clusters Score -452118.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -452120.062500 Penalty: 4111.487305
	Iteration 36Q: 3 clusters Score -452120.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -452123.156250 Penalty: 4111.487305
	Iteration 37Q: 3 clusters Score -452123.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -452124.625000 Penalty: 4111.487305
	Iteration 38Q: 3 clusters Score -452124.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -452125.218750 Penalty: 4111.487305
	Iteration 39Q: 3 clusters Score -452125.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -452127.218750 Penalty: 4111.487305
	Iteration 40F: 3 clusters Score -452127.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -452129.375000 Penalty: 4111.487305
	Iteration 41Q: 3 clusters Score -452129.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -452131.250000 Penalty: 4111.487305
	Iteration 42Q: 3 clusters Score -452131.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -452134.625000 Penalty: 4111.487305
	Iteration 43Q: 3 clusters Score -452134.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -452134.812500 Penalty: 4111.487305
	Iteration 44Q: 3 clusters Score -452134.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -452135.718750 Penalty: 4111.487305
	Iteration 45Q: 3 clusters Score -452135.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -452135.718750 Penalty: 4111.487305
	Iteration 46Q: 3 clusters Score -452135.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -452136.968750 Penalty: 4111.487305
	Iteration 47Q: 3 clusters Score -452137 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -452137.562500 Penalty: 4111.487305
	Iteration 48Q: 3 clusters Score -452137.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -452138.562500 Penalty: 4111.487305
	Iteration 49Q: 3 clusters Score -452138.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -452138.562500 Penalty: 4111.487305
	Iteration 50F: 3 clusters Score -452138.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Entering Unmasked Estep 
Score: -720963.312500 Penalty: 2168.948975
	Iteration 0F: 2 clusters Score -720963.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -715640.875000 Penalty: 4337.897949
	Iteration 0F: 3 clusters Score -715640.9 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -717069.937500 Penalty: 4337.897949
	Iteration 1F: 3 clusters Score -717069.9 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -717333.000000 Penalty: 4337.897949
	Iteration 2F: 3 clusters Score -717333 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -717511.250000 Penalty: 4337.897949
	Iteration 3F: 3 clusters Score -717511.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -717648.187500 Penalty: 4337.897949
	Iteration 4Q: 3 clusters Score -717648.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -717753.500000 Penalty: 4337.897949
	Iteration 5Q: 3 clusters Score -717753.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -717845.000000 Penalty: 4337.897949
	Iteration 6Q: 3 clusters Score -717845 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -717927.375000 Penalty: 4337.897949
	Iteration 7Q: 3 clusters Score -717927.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -718006.625000 Penalty: 4337.897949
	Iteration 8Q: 3 clusters Score -718006.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -718099.125000 Penalty: 4337.897949
	Iteration 9Q: 3 clusters Score -718099.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -718207.250000 Penalty: 4337.897949
	Iteration 10Q: 3 clusters Score -718207.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -718328.437500 Penalty: 4337.897949
	Iteration 11Q: 3 clusters Score -718328.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -718486.687500 Penalty: 4337.897949
	Iteration 12Q: 3 clusters Score -718486.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -718647.000000 Penalty: 4337.897949
	Iteration 13Q: 3 clusters Score -718647 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -718786.062500 Penalty: 4337.897949
	Iteration 14Q: 3 clusters Score -718786.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -718887.375000 Penalty: 4337.897949
	Iteration 15Q: 3 clusters Score -718887.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -718988.812500 Penalty: 4337.897949
	Iteration 16Q: 3 clusters Score -718988.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -719074.000000 Penalty: 4337.897949
	Iteration 17Q: 3 clusters Score -719074 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -719133.312500 Penalty: 4337.897949
	Iteration 18Q: 3 clusters Score -719133.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -719181.000000 Penalty: 4337.897949
	Iteration 19Q: 3 clusters Score -719181 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -719226.687500 Penalty: 4337.897949
	Iteration 20F: 3 clusters Score -719226.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -719260.250000 Penalty: 4337.897949
	Iteration 21Q: 3 clusters Score -719260.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -719285.000000 Penalty: 4337.897949
	Iteration 22Q: 3 clusters Score -719285 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -719300.687500 Penalty: 4337.897949
	Iteration 23Q: 3 clusters Score -719300.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -719313.437500 Penalty: 4337.897949
	Iteration 24Q: 3 clusters Score -719313.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -719320.187500 Penalty: 4337.897949
	Iteration 25Q: 3 clusters Score -719320.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -719328.125000 Penalty: 4337.897949
	Iteration 26Q: 3 clusters Score -719328.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -719334.625000 Penalty: 4337.897949
	Iteration 27Q: 3 clusters Score -719334.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -719341.375000 Penalty: 4337.897949
	Iteration 28Q: 3 clusters Score -719341.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -719344.000000 Penalty: 4337.897949
	Iteration 29Q: 3 clusters Score -719344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -719343.687500 Penalty: 4337.897949
	Iteration 30Q: 3 clusters Score -719343.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -719346.125000 Penalty: 4337.897949
	Iteration 31Q: 3 clusters Score -719346.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -719346.562500 Penalty: 4337.897949
	Iteration 32Q: 3 clusters Score -719346.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -719347.437500 Penalty: 4337.897949
	Iteration 33Q: 3 clusters Score -719347.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -719346.937500 Penalty: 4337.897949
	Iteration 34Q: 3 clusters Score -719346.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -719348.625000 Penalty: 4337.897949
	Iteration 35Q: 3 clusters Score -719348.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -719348.562500 Penalty: 4337.897949
	Iteration 36Q: 3 clusters Score -719348.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -719347.687500 Penalty: 4337.897949
	Iteration 37Q: 3 clusters Score -719347.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -719348.375000 Penalty: 4337.897949
	Iteration 38Q: 3 clusters Score -719348.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -719348.687500 Penalty: 4337.897949
	Iteration 39Q: 3 clusters Score -719348.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -719348.812500 Penalty: 4337.897949
	Iteration 40F: 3 clusters Score -719348.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -719349.937500 Penalty: 4337.897949
	Iteration 41Q: 3 clusters Score -719349.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -719350.000000 Penalty: 4337.897949
	Iteration 42Q: 3 clusters Score -719350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -719351.750000 Penalty: 4337.897949
	Iteration 43Q: 3 clusters Score -719351.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -719353.500000 Penalty: 4337.897949
	Iteration 44Q: 3 clusters Score -719353.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -719353.500000 Penalty: 4337.897949
	Iteration 45F: 3 clusters Score -719353.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (11080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Entering Unmasked Estep 
Score: -1218647.375000 Penalty: 2309.598389
	Iteration 0F: 2 clusters Score -1218647 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -1210296.625000 Penalty: 4619.196777
	Iteration 0F: 3 clusters Score -1210297 nChanged 4677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1212780.375000 Penalty: 4619.196777
	Iteration 1F: 3 clusters Score -1212780 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -1213192.500000 Penalty: 4619.196777
	Iteration 2F: 3 clusters Score -1213192 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -1213551.125000 Penalty: 4619.196777
	Iteration 3F: 3 clusters Score -1213551 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -1213902.125000 Penalty: 4619.196777
	Iteration 4F: 3 clusters Score -1213902 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -1214295.875000 Penalty: 4619.196777
	Iteration 5F: 3 clusters Score -1214296 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -1214782.750000 Penalty: 4619.196777
	Iteration 6F: 3 clusters Score -1214783 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -1215389.125000 Penalty: 4619.196777
	Iteration 7F: 3 clusters Score -1215389 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -1215946.000000 Penalty: 4619.196777
	Iteration 8F: 3 clusters Score -1215946 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -1216355.125000 Penalty: 4619.196777
	Iteration 9F: 3 clusters Score -1216355 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -1216579.625000 Penalty: 4619.196777
	Iteration 10Q: 3 clusters Score -1216580 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -1216707.125000 Penalty: 4619.196777
	Iteration 11Q: 3 clusters Score -1216707 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -1216796.000000 Penalty: 4619.196777
	Iteration 12Q: 3 clusters Score -1216796 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -1216872.250000 Penalty: 4619.196777
	Iteration 13Q: 3 clusters Score -1216872 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -1216931.500000 Penalty: 4619.196777
	Iteration 14Q: 3 clusters Score -1216932 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -1216982.250000 Penalty: 4619.196777
	Iteration 15Q: 3 clusters Score -1216982 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -1217031.250000 Penalty: 4619.196777
	Iteration 16Q: 3 clusters Score -1217031 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -1217071.500000 Penalty: 4619.196777
	Iteration 17Q: 3 clusters Score -1217072 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -1217105.375000 Penalty: 4619.196777
	Iteration 18Q: 3 clusters Score -1217105 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -1217144.500000 Penalty: 4619.196777
	Iteration 19Q: 3 clusters Score -1217144 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -1217166.750000 Penalty: 4619.196777
	Iteration 20F: 3 clusters Score -1217167 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -1217194.000000 Penalty: 4619.196777
	Iteration 21Q: 3 clusters Score -1217194 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -1217217.625000 Penalty: 4619.196777
	Iteration 22Q: 3 clusters Score -1217218 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -1217243.750000 Penalty: 4619.196777
	Iteration 23Q: 3 clusters Score -1217244 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -1217257.875000 Penalty: 4619.196777
	Iteration 24Q: 3 clusters Score -1217258 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -1217274.125000 Penalty: 4619.196777
	Iteration 25Q: 3 clusters Score -1217274 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -1217294.000000 Penalty: 4619.196777
	Iteration 26Q: 3 clusters Score -1217294 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -1217314.875000 Penalty: 4619.196777
	Iteration 27Q: 3 clusters Score -1217315 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -1217341.750000 Penalty: 4619.196777
	Iteration 28Q: 3 clusters Score -1217342 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -1217359.375000 Penalty: 4619.196777
	Iteration 29Q: 3 clusters Score -1217359 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -1217390.375000 Penalty: 4619.196777
	Iteration 30Q: 3 clusters Score -1217390 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -1217414.500000 Penalty: 4619.196777
	Iteration 31Q: 3 clusters Score -1217414 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -1217441.625000 Penalty: 4619.196777
	Iteration 32Q: 3 clusters Score -1217442 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -1217456.625000 Penalty: 4619.196777
	Iteration 33Q: 3 clusters Score -1217457 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -1217470.375000 Penalty: 4619.196777
	Iteration 34Q: 3 clusters Score -1217470 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -1217473.750000 Penalty: 4619.196777
	Iteration 35Q: 3 clusters Score -1217474 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -1217476.500000 Penalty: 4619.196777
	Iteration 36Q: 3 clusters Score -1217476 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -1217479.000000 Penalty: 4619.196777
	Iteration 37Q: 3 clusters Score -1217479 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -1217479.625000 Penalty: 4619.196777
	Iteration 38Q: 3 clusters Score -1217480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -1217478.000000 Penalty: 4619.196777
	Iteration 39Q: 3 clusters Score -1217478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -1217479.750000 Penalty: 4619.196777
	Iteration 40F: 3 clusters Score -1217480 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (19883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19883 members 
Entering Unmasked Estep 
Score: -2375892.750000 Penalty: 2454.609863
	Iteration 0F: 2 clusters Score -2375893 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -2361797.750000 Penalty: 4909.219727
	Iteration 0F: 3 clusters Score -2361798 nChanged 8797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -2366462.750000 Penalty: 4909.219727
	Iteration 1F: 3 clusters Score -2366463 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -2366856.000000 Penalty: 4909.219727
	Iteration 2F: 3 clusters Score -2366856 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -2367236.750000 Penalty: 4909.219727
	Iteration 3Q: 3 clusters Score -2367237 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
Score: -2367587.250000 Penalty: 4909.219727
	Iteration 4Q: 3 clusters Score -2367587 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 12233 members 
Entering Unmasked Estep 
Score: -2368040.500000 Penalty: 4909.219727
	Iteration 5Q: 3 clusters Score -2368040 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 13127 members 
Entering Unmasked Estep 
Score: -2368620.000000 Penalty: 4909.219727
	Iteration 6F: 3 clusters Score -2368620 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 14176 members 
Entering Unmasked Estep 
Score: -2369368.000000 Penalty: 4909.219727
	Iteration 7F: 3 clusters Score -2369368 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 15284 members 
Entering Unmasked Estep 
Score: -2370255.000000 Penalty: 4909.219727
	Iteration 8F: 3 clusters Score -2370255 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 16385 members 
Entering Unmasked Estep 
Score: -2371118.500000 Penalty: 4909.219727
	Iteration 9F: 3 clusters Score -2371118 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 17304 members 
Entering Unmasked Estep 
Score: -2371847.250000 Penalty: 4909.219727
	Iteration 10Q: 3 clusters Score -2371847 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 18023 members 
Entering Unmasked Estep 
Score: -2372442.000000 Penalty: 4909.219727
	Iteration 11Q: 3 clusters Score -2372442 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 18543 members 
Entering Unmasked Estep 
Score: -2372871.750000 Penalty: 4909.219727
	Iteration 12Q: 3 clusters Score -2372872 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 18896 members 
Entering Unmasked Estep 
Score: -2373175.750000 Penalty: 4909.219727
	Iteration 13Q: 3 clusters Score -2373176 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 19114 members 
Entering Unmasked Estep 
Score: -2373366.000000 Penalty: 4909.219727
	Iteration 14Q: 3 clusters Score -2373366 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 19246 members 
Entering Unmasked Estep 
Score: -2373469.500000 Penalty: 4909.219727
	Iteration 15Q: 3 clusters Score -2373470 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 19333 members 
Entering Unmasked Estep 
Score: -2373564.000000 Penalty: 4909.219727
	Iteration 16Q: 3 clusters Score -2373564 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 19392 members 
Entering Unmasked Estep 
Score: -2373622.250000 Penalty: 4909.219727
	Iteration 17Q: 3 clusters Score -2373622 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 19438 members 
Entering Unmasked Estep 
Score: -2373684.500000 Penalty: 4909.219727
	Iteration 18Q: 3 clusters Score -2373684 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 19461 members 
Entering Unmasked Estep 
Score: -2373711.750000 Penalty: 4909.219727
	Iteration 19Q: 3 clusters Score -2373712 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 19478 members 
Entering Unmasked Estep 
Score: -2373725.250000 Penalty: 4909.219727
	Iteration 20F: 3 clusters Score -2373725 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 19485 members 
Entering Unmasked Estep 
Score: -2373733.500000 Penalty: 4909.219727
	Iteration 21Q: 3 clusters Score -2373734 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 19491 members 
Entering Unmasked Estep 
Score: -2373733.250000 Penalty: 4909.219727
	Iteration 22Q: 3 clusters Score -2373733 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 19495 members 
Entering Unmasked Estep 
Score: -2373734.500000 Penalty: 4909.219727
	Iteration 23Q: 3 clusters Score -2373734 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 19501 members 
Entering Unmasked Estep 
Score: -2373742.500000 Penalty: 4909.219727
	Iteration 24Q: 3 clusters Score -2373742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 19504 members 
Entering Unmasked Estep 
Score: -2373746.500000 Penalty: 4909.219727
	Iteration 25Q: 3 clusters Score -2373746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 19506 members 
Entering Unmasked Estep 
Score: -2373746.750000 Penalty: 4909.219727
	Iteration 26Q: 3 clusters Score -2373747 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 19506 members 
Entering Unmasked Estep 
Score: -2373746.750000 Penalty: 4909.219727
	Iteration 27F: 3 clusters Score -2373747 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Entering Unmasked Estep 
Score: -143725.421875 Penalty: 1781.223267
	Iteration 0F: 2 clusters Score -143725.4 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 662 members 
Entering Unmasked Estep 
Score: -141658.968750 Penalty: 3562.446533
	Iteration 0F: 3 clusters Score -141659 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -142180.531250 Penalty: 3562.446533
	Iteration 1F: 3 clusters Score -142180.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -142501.796875 Penalty: 3562.446533
	Iteration 2F: 3 clusters Score -142501.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -142707.234375 Penalty: 3562.446533
	Iteration 3F: 3 clusters Score -142707.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -142867.343750 Penalty: 3562.446533
	Iteration 4F: 3 clusters Score -142867.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -143016.062500 Penalty: 3562.446533
	Iteration 5F: 3 clusters Score -143016.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -143098.203125 Penalty: 3562.446533
	Iteration 6Q: 3 clusters Score -143098.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -143146.093750 Penalty: 3562.446533
	Iteration 7Q: 3 clusters Score -143146.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -143170.203125 Penalty: 3562.446533
	Iteration 8Q: 3 clusters Score -143170.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -143193.906250 Penalty: 3562.446533
	Iteration 9Q: 3 clusters Score -143193.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -143206.390625 Penalty: 3562.446533
	Iteration 10Q: 3 clusters Score -143206.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -143216.343750 Penalty: 3562.446533
	Iteration 11Q: 3 clusters Score -143216.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -143223.765625 Penalty: 3562.446533
	Iteration 12Q: 3 clusters Score -143223.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -143238.781250 Penalty: 3562.446533
	Iteration 13Q: 3 clusters Score -143238.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -143261.562500 Penalty: 3562.446533
	Iteration 14Q: 3 clusters Score -143261.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -143285.437500 Penalty: 3562.446533
	Iteration 15Q: 3 clusters Score -143285.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -143297.234375 Penalty: 3562.446533
	Iteration 16Q: 3 clusters Score -143297.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -143305.812500 Penalty: 3562.446533
	Iteration 17Q: 3 clusters Score -143305.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -143315.734375 Penalty: 3562.446533
	Iteration 18Q: 3 clusters Score -143315.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -143320.515625 Penalty: 3562.446533
	Iteration 19Q: 3 clusters Score -143320.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -143323.578125 Penalty: 3562.446533
	Iteration 20F: 3 clusters Score -143323.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -143327.328125 Penalty: 3562.446533
	Iteration 21Q: 3 clusters Score -143327.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -143332.343750 Penalty: 3562.446533
	Iteration 22Q: 3 clusters Score -143332.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -143338.281250 Penalty: 3562.446533
	Iteration 23Q: 3 clusters Score -143338.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -143341.562500 Penalty: 3562.446533
	Iteration 24Q: 3 clusters Score -143341.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -143346.140625 Penalty: 3562.446533
	Iteration 25Q: 3 clusters Score -143346.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -143349.531250 Penalty: 3562.446533
	Iteration 26Q: 3 clusters Score -143349.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -143351.281250 Penalty: 3562.446533
	Iteration 27Q: 3 clusters Score -143351.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -143354.593750 Penalty: 3562.446533
	Iteration 28Q: 3 clusters Score -143354.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -143355.281250 Penalty: 3562.446533
	Iteration 29Q: 3 clusters Score -143355.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -143356.515625 Penalty: 3562.446533
	Iteration 30Q: 3 clusters Score -143356.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -143358.546875 Penalty: 3562.446533
	Iteration 31Q: 3 clusters Score -143358.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -143360.562500 Penalty: 3562.446533
	Iteration 32Q: 3 clusters Score -143360.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -143360.562500 Penalty: 3562.446533
	Iteration 33F: 3 clusters Score -143360.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (37665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37665 members 
Entering Unmasked Estep 
Score: -4368230.500000 Penalty: 2613.048584
	Iteration 0F: 2 clusters Score -4368230 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18888 members 
Mstep: Class 2 contains 18777 members 
Entering Unmasked Estep 
Score: -4342620.000000 Penalty: 5226.097168
	Iteration 0F: 3 clusters Score -4342620 nChanged 17214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19130 members 
Mstep: Class 2 contains 18535 members 
Entering Unmasked Estep 
Score: -4352003.500000 Penalty: 5226.097168
	Iteration 1F: 3 clusters Score -4352004 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19426 members 
Mstep: Class 2 contains 18239 members 
Entering Unmasked Estep 
Score: -4352696.500000 Penalty: 5226.097168
	Iteration 2Q: 3 clusters Score -4352696 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19796 members 
Mstep: Class 2 contains 17869 members 
Entering Unmasked Estep 
Score: -4353457.500000 Penalty: 5226.097168
	Iteration 3Q: 3 clusters Score -4353458 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20292 members 
Mstep: Class 2 contains 17373 members 
Entering Unmasked Estep 
Score: -4354334.000000 Penalty: 5226.097168
	Iteration 4F: 3 clusters Score -4354334 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20867 members 
Mstep: Class 2 contains 16798 members 
Entering Unmasked Estep 
Score: -4355268.000000 Penalty: 5226.097168
	Iteration 5Q: 3 clusters Score -4355268 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21586 members 
Mstep: Class 2 contains 16079 members 
Entering Unmasked Estep 
Score: -4356295.500000 Penalty: 5226.097168
	Iteration 6F: 3 clusters Score -4356296 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22397 members 
Mstep: Class 2 contains 15268 members 
Entering Unmasked Estep 
Score: -4357442.500000 Penalty: 5226.097168
	Iteration 7F: 3 clusters Score -4357442 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23273 members 
Mstep: Class 2 contains 14392 members 
Entering Unmasked Estep 
Score: -4358673.500000 Penalty: 5226.097168
	Iteration 8F: 3 clusters Score -4358674 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24133 members 
Mstep: Class 2 contains 13532 members 
Entering Unmasked Estep 
Score: -4359843.000000 Penalty: 5226.097168
	Iteration 9Q: 3 clusters Score -4359843 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24912 members 
Mstep: Class 2 contains 12753 members 
Entering Unmasked Estep 
Score: -4360932.000000 Penalty: 5226.097168
	Iteration 10Q: 3 clusters Score -4360932 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25472 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -4361808.000000 Penalty: 5226.097168
	Iteration 11Q: 3 clusters Score -4361808 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25820 members 
Mstep: Class 2 contains 11845 members 
Entering Unmasked Estep 
Score: -4362432.500000 Penalty: 5226.097168
	Iteration 12Q: 3 clusters Score -4362432 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26042 members 
Mstep: Class 2 contains 11623 members 
Entering Unmasked Estep 
Score: -4362859.500000 Penalty: 5226.097168
	Iteration 13Q: 3 clusters Score -4362860 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26176 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -4363165.500000 Penalty: 5226.097168
	Iteration 14Q: 3 clusters Score -4363166 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26248 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -4363350.000000 Penalty: 5226.097168
	Iteration 15Q: 3 clusters Score -4363350 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26280 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -4363455.500000 Penalty: 5226.097168
	Iteration 16Q: 3 clusters Score -4363456 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26310 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -4363568.500000 Penalty: 5226.097168
	Iteration 17Q: 3 clusters Score -4363568 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26352 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -4363635.500000 Penalty: 5226.097168
	Iteration 18Q: 3 clusters Score -4363636 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26369 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -4363707.000000 Penalty: 5226.097168
	Iteration 19Q: 3 clusters Score -4363707 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26393 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -4363757.500000 Penalty: 5226.097168
	Iteration 20F: 3 clusters Score -4363758 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26412 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -4363772.500000 Penalty: 5226.097168
	Iteration 21Q: 3 clusters Score -4363772 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26425 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -4363801.500000 Penalty: 5226.097168
	Iteration 22Q: 3 clusters Score -4363802 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26428 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -4363814.500000 Penalty: 5226.097168
	Iteration 23Q: 3 clusters Score -4363814 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26435 members 
Mstep: Class 2 contains 11230 members 
Entering Unmasked Estep 
Score: -4363824.500000 Penalty: 5226.097168
	Iteration 24Q: 3 clusters Score -4363824 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26450 members 
Mstep: Class 2 contains 11215 members 
Entering Unmasked Estep 
Score: -4363853.000000 Penalty: 5226.097168
	Iteration 25Q: 3 clusters Score -4363853 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26459 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -4363858.500000 Penalty: 5226.097168
	Iteration 26Q: 3 clusters Score -4363858 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26460 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -4363869.500000 Penalty: 5226.097168
	Iteration 27Q: 3 clusters Score -4363870 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26463 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -4363882.000000 Penalty: 5226.097168
	Iteration 28Q: 3 clusters Score -4363882 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26469 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -4363892.500000 Penalty: 5226.097168
	Iteration 29Q: 3 clusters Score -4363892 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26474 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -4363884.500000 Penalty: 5226.097168
	Iteration 30Q: 3 clusters Score -4363884 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26475 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -4363883.500000 Penalty: 5226.097168
	Iteration 31Q: 3 clusters Score -4363884 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26474 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -4363890.500000 Penalty: 5226.097168
	Iteration 32Q: 3 clusters Score -4363890 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26469 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -4363887.000000 Penalty: 5226.097168
	Iteration 33Q: 3 clusters Score -4363887 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26465 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -4363887.000000 Penalty: 5226.097168
	Iteration 34Q: 3 clusters Score -4363887 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26454 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -4363886.000000 Penalty: 5226.097168
	Iteration 35Q: 3 clusters Score -4363886 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26447 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -4363885.500000 Penalty: 5226.097168
	Iteration 36Q: 3 clusters Score -4363886 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26440 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -4363890.500000 Penalty: 5226.097168
	Iteration 37Q: 3 clusters Score -4363890 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26434 members 
Mstep: Class 2 contains 11231 members 
Entering Unmasked Estep 
Score: -4363895.000000 Penalty: 5226.097168
	Iteration 38Q: 3 clusters Score -4363895 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26431 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -4363895.000000 Penalty: 5226.097168
	Iteration 39Q: 3 clusters Score -4363895 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26433 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -4363906.500000 Penalty: 5226.097168
	Iteration 40F: 3 clusters Score -4363906 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26438 members 
Mstep: Class 2 contains 11227 members 
Entering Unmasked Estep 
Score: -4363899.500000 Penalty: 5226.097168
	Iteration 41Q: 3 clusters Score -4363900 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26437 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -4363906.500000 Penalty: 5226.097168
	Iteration 42Q: 3 clusters Score -4363906 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26433 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -4363903.000000 Penalty: 5226.097168
	Iteration 43Q: 3 clusters Score -4363903 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26432 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -4363902.000000 Penalty: 5226.097168
	Iteration 44Q: 3 clusters Score -4363902 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26429 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -4363899.000000 Penalty: 5226.097168
	Iteration 45Q: 3 clusters Score -4363899 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26428 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -4363906.500000 Penalty: 5226.097168
	Iteration 46Q: 3 clusters Score -4363906 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26427 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -4363901.000000 Penalty: 5226.097168
	Iteration 47Q: 3 clusters Score -4363901 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26427 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -4363893.500000 Penalty: 5226.097168
	Iteration 48Q: 3 clusters Score -4363894 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26425 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -4363887.000000 Penalty: 5226.097168
	Iteration 49Q: 3 clusters Score -4363887 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26429 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -4363883.000000 Penalty: 5226.097168
	Iteration 50Q: 3 clusters Score -4363883 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26431 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -4363890.500000 Penalty: 5226.097168
	Iteration 51Q: 3 clusters Score -4363890 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26436 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -4363900.000000 Penalty: 5226.097168
	Iteration 52Q: 3 clusters Score -4363900 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26442 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -4363893.500000 Penalty: 5226.097168
	Iteration 53Q: 3 clusters Score -4363894 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26444 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -4363890.500000 Penalty: 5226.097168
	Iteration 54Q: 3 clusters Score -4363890 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26442 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -4363891.500000 Penalty: 5226.097168
	Iteration 55Q: 3 clusters Score -4363892 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26444 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -4363891.500000 Penalty: 5226.097168
	Iteration 56Q: 3 clusters Score -4363892 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26448 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -4363889.000000 Penalty: 5226.097168
	Iteration 57Q: 3 clusters Score -4363889 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26449 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -4363890.500000 Penalty: 5226.097168
	Iteration 58Q: 3 clusters Score -4363890 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26451 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -4363891.000000 Penalty: 5226.097168
	Iteration 59Q: 3 clusters Score -4363891 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26455 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -4363897.000000 Penalty: 5226.097168
	Iteration 60F: 3 clusters Score -4363897 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26459 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -4363899.500000 Penalty: 5226.097168
	Iteration 61Q: 3 clusters Score -4363900 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26459 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -4363899.500000 Penalty: 5226.097168
	Iteration 62Q: 3 clusters Score -4363900 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26457 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -4363898.500000 Penalty: 5226.097168
	Iteration 63Q: 3 clusters Score -4363898 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26454 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -4363901.500000 Penalty: 5226.097168
	Iteration 64Q: 3 clusters Score -4363902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26454 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -4363900.500000 Penalty: 5226.097168
	Iteration 65Q: 3 clusters Score -4363900 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26455 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -4363905.000000 Penalty: 5226.097168
	Iteration 66Q: 3 clusters Score -4363905 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26454 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -4363902.000000 Penalty: 5226.097168
	Iteration 67Q: 3 clusters Score -4363902 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26459 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -4363903.500000 Penalty: 5226.097168
	Iteration 68Q: 3 clusters Score -4363904 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26464 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -4363901.500000 Penalty: 5226.097168
	Iteration 69Q: 3 clusters Score -4363902 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26468 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -4363902.500000 Penalty: 5226.097168
	Iteration 70Q: 3 clusters Score -4363902 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26476 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -4363899.500000 Penalty: 5226.097168
	Iteration 71Q: 3 clusters Score -4363900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26479 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -4363904.500000 Penalty: 5226.097168
	Iteration 72Q: 3 clusters Score -4363904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26484 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -4363907.500000 Penalty: 5226.097168
	Iteration 73Q: 3 clusters Score -4363908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26486 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -4363904.000000 Penalty: 5226.097168
	Iteration 74Q: 3 clusters Score -4363904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26487 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -4363908.500000 Penalty: 5226.097168
	Iteration 75Q: 3 clusters Score -4363908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26490 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -4363906.000000 Penalty: 5226.097168
	Iteration 76Q: 3 clusters Score -4363906 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26496 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -4363910.000000 Penalty: 5226.097168
	Iteration 77Q: 3 clusters Score -4363910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26503 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -4363912.500000 Penalty: 5226.097168
	Iteration 78Q: 3 clusters Score -4363912 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26511 members 
Mstep: Class 2 contains 11154 members 
Entering Unmasked Estep 
Score: -4363917.000000 Penalty: 5226.097168
	Iteration 79Q: 3 clusters Score -4363917 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26515 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -4363912.500000 Penalty: 5226.097168
	Iteration 80F: 3 clusters Score -4363912 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26517 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -4363911.500000 Penalty: 5226.097168
	Iteration 81Q: 3 clusters Score -4363912 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26523 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -4363916.000000 Penalty: 5226.097168
	Iteration 82Q: 3 clusters Score -4363916 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26532 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -4363915.000000 Penalty: 5226.097168
	Iteration 83Q: 3 clusters Score -4363915 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26532 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -4363918.500000 Penalty: 5226.097168
	Iteration 84Q: 3 clusters Score -4363918 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26536 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -4363918.500000 Penalty: 5226.097168
	Iteration 85Q: 3 clusters Score -4363918 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26533 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -4363916.500000 Penalty: 5226.097168
	Iteration 86Q: 3 clusters Score -4363916 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26528 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -4363921.000000 Penalty: 5226.097168
	Iteration 87Q: 3 clusters Score -4363921 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26527 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -4363921.000000 Penalty: 5226.097168
	Iteration 88Q: 3 clusters Score -4363921 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26526 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
Score: -4363926.500000 Penalty: 5226.097168
	Iteration 89Q: 3 clusters Score -4363926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26527 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -4363925.000000 Penalty: 5226.097168
	Iteration 90Q: 3 clusters Score -4363925 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26527 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -4363923.000000 Penalty: 5226.097168
	Iteration 91Q: 3 clusters Score -4363923 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26529 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -4363918.500000 Penalty: 5226.097168
	Iteration 92Q: 3 clusters Score -4363918 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26529 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -4363918.500000 Penalty: 5226.097168
	Iteration 93F: 3 clusters Score -4363918 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (227887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227887 members 
Entering Unmasked Estep 
Score: -26986726.000000 Penalty: 3059.478027
	Iteration 0F: 2 clusters Score -2.698673e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114023 members 
Mstep: Class 2 contains 113864 members 
Entering Unmasked Estep 
Score: -26834958.000000 Penalty: 6118.956055
	Iteration 0F: 3 clusters Score -2.683496e+07 nChanged 109846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114413 members 
Mstep: Class 2 contains 113474 members 
Entering Unmasked Estep 
Score: -26899094.000000 Penalty: 6118.956055
	Iteration 1F: 3 clusters Score -2.689909e+07 nChanged 6590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114795 members 
Mstep: Class 2 contains 113092 members 
Entering Unmasked Estep 
Score: -26900516.000000 Penalty: 6118.956055
	Iteration 2Q: 3 clusters Score -2.690052e+07 nChanged 6955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115558 members 
Mstep: Class 2 contains 112329 members 
Entering Unmasked Estep 
Score: -26902358.000000 Penalty: 6118.956055
	Iteration 3Q: 3 clusters Score -2.690236e+07 nChanged 7485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116793 members 
Mstep: Class 2 contains 111094 members 
Entering Unmasked Estep 
Score: -26904668.000000 Penalty: 6118.956055
	Iteration 4Q: 3 clusters Score -2.690467e+07 nChanged 8467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118748 members 
Mstep: Class 2 contains 109139 members 
Entering Unmasked Estep 
Score: -26907628.000000 Penalty: 6118.956055
	Iteration 5Q: 3 clusters Score -2.690763e+07 nChanged 9722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121628 members 
Mstep: Class 2 contains 106259 members 
Entering Unmasked Estep 
Score: -26911564.000000 Penalty: 6118.956055
	Iteration 6Q: 3 clusters Score -2.691156e+07 nChanged 11059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125351 members 
Mstep: Class 2 contains 102536 members 
Entering Unmasked Estep 
Score: -26917346.000000 Penalty: 6118.956055
	Iteration 7Q: 3 clusters Score -2.691735e+07 nChanged 12505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129782 members 
Mstep: Class 2 contains 98105 members 
Entering Unmasked Estep 
Score: -26925246.000000 Penalty: 6118.956055
	Iteration 8F: 3 clusters Score -2.692525e+07 nChanged 13438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134510 members 
Mstep: Class 2 contains 93377 members 
Entering Unmasked Estep 
Score: -26934470.000000 Penalty: 6118.956055
	Iteration 9F: 3 clusters Score -2.693447e+07 nChanged 13034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138626 members 
Mstep: Class 2 contains 89261 members 
Entering Unmasked Estep 
Score: -26942644.000000 Penalty: 6118.956055
	Iteration 10F: 3 clusters Score -2.694264e+07 nChanged 10159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141713 members 
Mstep: Class 2 contains 86174 members 
Entering Unmasked Estep 
Score: -26947092.000000 Penalty: 6118.956055
	Iteration 11Q: 3 clusters Score -2.694709e+07 nChanged 6582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144449 members 
Mstep: Class 2 contains 83438 members 
Entering Unmasked Estep 
Score: -26948938.000000 Penalty: 6118.956055
	Iteration 12Q: 3 clusters Score -2.694894e+07 nChanged 4153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147266 members 
Mstep: Class 2 contains 80621 members 
Entering Unmasked Estep 
Score: -26949662.000000 Penalty: 6118.956055
	Iteration 13Q: 3 clusters Score -2.694966e+07 nChanged 3214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150124 members 
Mstep: Class 2 contains 77763 members 
Entering Unmasked Estep 
Score: -26950516.000000 Penalty: 6118.956055
	Iteration 14Q: 3 clusters Score -2.695052e+07 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153108 members 
Mstep: Class 2 contains 74779 members 
Entering Unmasked Estep 
Score: -26950954.000000 Penalty: 6118.956055
	Iteration 15Q: 3 clusters Score -2.695095e+07 nChanged 3187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156265 members 
Mstep: Class 2 contains 71622 members 
Entering Unmasked Estep 
Score: -26951676.000000 Penalty: 6118.956055
	Iteration 16Q: 3 clusters Score -2.695168e+07 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159571 members 
Mstep: Class 2 contains 68316 members 
Entering Unmasked Estep 
Score: -26952442.000000 Penalty: 6118.956055
	Iteration 17Q: 3 clusters Score -2.695244e+07 nChanged 3397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162954 members 
Mstep: Class 2 contains 64933 members 
Entering Unmasked Estep 
Score: -26953448.000000 Penalty: 6118.956055
	Iteration 18Q: 3 clusters Score -2.695345e+07 nChanged 3633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166579 members 
Mstep: Class 2 contains 61308 members 
Entering Unmasked Estep 
Score: -26954392.000000 Penalty: 6118.956055
	Iteration 19Q: 3 clusters Score -2.695439e+07 nChanged 3843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170410 members 
Mstep: Class 2 contains 57477 members 
Entering Unmasked Estep 
Score: -26955420.000000 Penalty: 6118.956055
	Iteration 20F: 3 clusters Score -2.695542e+07 nChanged 3968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174368 members 
Mstep: Class 2 contains 53519 members 
Entering Unmasked Estep 
Score: -26956594.000000 Penalty: 6118.956055
	Iteration 21Q: 3 clusters Score -2.695659e+07 nChanged 4212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178572 members 
Mstep: Class 2 contains 49315 members 
Entering Unmasked Estep 
Score: -26958076.000000 Penalty: 6118.956055
	Iteration 22Q: 3 clusters Score -2.695808e+07 nChanged 4402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182966 members 
Mstep: Class 2 contains 44921 members 
Entering Unmasked Estep 
Score: -26959850.000000 Penalty: 6118.956055
	Iteration 23Q: 3 clusters Score -2.695985e+07 nChanged 4568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187524 members 
Mstep: Class 2 contains 40363 members 
Entering Unmasked Estep 
Score: -26961706.000000 Penalty: 6118.956055
	Iteration 24Q: 3 clusters Score -2.696171e+07 nChanged 4551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192065 members 
Mstep: Class 2 contains 35822 members 
Entering Unmasked Estep 
Score: -26963740.000000 Penalty: 6118.956055
	Iteration 25Q: 3 clusters Score -2.696374e+07 nChanged 4414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196479 members 
Mstep: Class 2 contains 31408 members 
Entering Unmasked Estep 
Score: -26965990.000000 Penalty: 6118.956055
	Iteration 26Q: 3 clusters Score -2.696599e+07 nChanged 4258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200733 members 
Mstep: Class 2 contains 27154 members 
Entering Unmasked Estep 
Score: -26968374.000000 Penalty: 6118.956055
	Iteration 27Q: 3 clusters Score -2.696837e+07 nChanged 4171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204892 members 
Mstep: Class 2 contains 22995 members 
Entering Unmasked Estep 
Score: -26970772.000000 Penalty: 6118.956055
	Iteration 28Q: 3 clusters Score -2.697077e+07 nChanged 3941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208815 members 
Mstep: Class 2 contains 19072 members 
Entering Unmasked Estep 
Score: -26973242.000000 Penalty: 6118.956055
	Iteration 29Q: 3 clusters Score -2.697324e+07 nChanged 3649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212458 members 
Mstep: Class 2 contains 15429 members 
Entering Unmasked Estep 
Score: -26975492.000000 Penalty: 6118.956055
	Iteration 30Q: 3 clusters Score -2.697549e+07 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215666 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -26977810.000000 Penalty: 6118.956055
	Iteration 31Q: 3 clusters Score -2.697781e+07 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218360 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -26979840.000000 Penalty: 6118.956055
	Iteration 32Q: 3 clusters Score -2.697984e+07 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220477 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -26981408.000000 Penalty: 6118.956055
	Iteration 33Q: 3 clusters Score -2.698141e+07 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222064 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -26982582.000000 Penalty: 6118.956055
	Iteration 34Q: 3 clusters Score -2.698258e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223143 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -26983570.000000 Penalty: 6118.956055
	Iteration 35Q: 3 clusters Score -2.698357e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223813 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -26984206.000000 Penalty: 6118.956055
	Iteration 36Q: 3 clusters Score -2.698421e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224210 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -26984758.000000 Penalty: 6118.956055
	Iteration 37Q: 3 clusters Score -2.698476e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224470 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -26985030.000000 Penalty: 6118.956055
	Iteration 38Q: 3 clusters Score -2.698503e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224612 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -26985274.000000 Penalty: 6118.956055
	Iteration 39Q: 3 clusters Score -2.698527e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224698 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -26985454.000000 Penalty: 6118.956055
	Iteration 40F: 3 clusters Score -2.698545e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224739 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -26985502.000000 Penalty: 6118.956055
	Iteration 41Q: 3 clusters Score -2.69855e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224762 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -26985562.000000 Penalty: 6118.956055
	Iteration 42Q: 3 clusters Score -2.698556e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224784 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -26985578.000000 Penalty: 6118.956055
	Iteration 43Q: 3 clusters Score -2.698558e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224800 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -26985608.000000 Penalty: 6118.956055
	Iteration 44Q: 3 clusters Score -2.698561e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224799 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -26985638.000000 Penalty: 6118.956055
	Iteration 45Q: 3 clusters Score -2.698564e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224795 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -26985636.000000 Penalty: 6118.956055
	Iteration 46Q: 3 clusters Score -2.698564e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224799 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -26985628.000000 Penalty: 6118.956055
	Iteration 47Q: 3 clusters Score -2.698563e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224805 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -26985648.000000 Penalty: 6118.956055
	Iteration 48Q: 3 clusters Score -2.698565e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224802 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -26985672.000000 Penalty: 6118.956055
	Iteration 49Q: 3 clusters Score -2.698567e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224804 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -26985640.000000 Penalty: 6118.956055
	Iteration 50Q: 3 clusters Score -2.698564e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224806 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -26985648.000000 Penalty: 6118.956055
	Iteration 51Q: 3 clusters Score -2.698565e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224811 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -26985670.000000 Penalty: 6118.956055
	Iteration 52Q: 3 clusters Score -2.698567e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224811 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -26985662.000000 Penalty: 6118.956055
	Iteration 53Q: 3 clusters Score -2.698566e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224815 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -26985648.000000 Penalty: 6118.956055
	Iteration 54Q: 3 clusters Score -2.698565e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224816 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -26985664.000000 Penalty: 6118.956055
	Iteration 55Q: 3 clusters Score -2.698566e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224810 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -26985660.000000 Penalty: 6118.956055
	Iteration 56Q: 3 clusters Score -2.698566e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224810 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -26985654.000000 Penalty: 6118.956055
	Iteration 57Q: 3 clusters Score -2.698565e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224811 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -26985652.000000 Penalty: 6118.956055
	Iteration 58Q: 3 clusters Score -2.698565e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224814 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -26985656.000000 Penalty: 6118.956055
	Iteration 59Q: 3 clusters Score -2.698566e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224817 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -26985658.000000 Penalty: 6118.956055
	Iteration 60F: 3 clusters Score -2.698566e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224817 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -26985664.000000 Penalty: 6118.956055
	Iteration 61Q: 3 clusters Score -2.698566e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224816 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -26985650.000000 Penalty: 6118.956055
	Iteration 62Q: 3 clusters Score -2.698565e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224816 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -26985632.000000 Penalty: 6118.956055
	Iteration 63Q: 3 clusters Score -2.698563e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224815 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -26985634.000000 Penalty: 6118.956055
	Iteration 64Q: 3 clusters Score -2.698563e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224815 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -26985634.000000 Penalty: 6118.956055
	Iteration 65F: 3 clusters Score -2.698563e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (113132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113132 members 
Entering Unmasked Estep 
Score: -13467208.000000 Penalty: 2885.804932
	Iteration 0F: 2 clusters Score -1.346721e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57065 members 
Mstep: Class 2 contains 56067 members 
Entering Unmasked Estep 
Score: -13391622.000000 Penalty: 5771.609863
	Iteration 0F: 3 clusters Score -1.339162e+07 nChanged 53774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63207 members 
Mstep: Class 2 contains 49925 members 
Entering Unmasked Estep 
Score: -13422989.000000 Penalty: 5771.609863
	Iteration 1F: 3 clusters Score -1.342299e+07 nChanged 4676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67001 members 
Mstep: Class 2 contains 46131 members 
Entering Unmasked Estep 
Score: -13424879.000000 Penalty: 5771.609863
	Iteration 2Q: 3 clusters Score -1.342488e+07 nChanged 6017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72634 members 
Mstep: Class 2 contains 40498 members 
Entering Unmasked Estep 
Score: -13427864.000000 Penalty: 5771.609863
	Iteration 3F: 3 clusters Score -1.342786e+07 nChanged 8130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80634 members 
Mstep: Class 2 contains 32498 members 
Entering Unmasked Estep 
Score: -13433432.000000 Penalty: 5771.609863
	Iteration 4F: 3 clusters Score -1.343343e+07 nChanged 10400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91000 members 
Mstep: Class 2 contains 22132 members 
Entering Unmasked Estep 
Score: -13442605.000000 Penalty: 5771.609863
	Iteration 5F: 3 clusters Score -1.34426e+07 nChanged 10304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101294 members 
Mstep: Class 2 contains 11838 members 
Entering Unmasked Estep 
Score: -13452899.000000 Penalty: 5771.609863
	Iteration 6F: 3 clusters Score -1.34529e+07 nChanged 7107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108397 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -13460213.000000 Penalty: 5771.609863
	Iteration 7F: 3 clusters Score -1.346021e+07 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111614 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -13463270.000000 Penalty: 5771.609863
	Iteration 8Q: 3 clusters Score -1.346327e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112585 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -13464150.000000 Penalty: 5771.609863
	Iteration 9Q: 3 clusters Score -1.346415e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112812 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -13464405.000000 Penalty: 5771.609863
	Iteration 10Q: 3 clusters Score -1.34644e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112863 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -13464530.000000 Penalty: 5771.609863
	Iteration 11Q: 3 clusters Score -1.346453e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112884 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -13464584.000000 Penalty: 5771.609863
	Iteration 12Q: 3 clusters Score -1.346458e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112895 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -13464614.000000 Penalty: 5771.609863
	Iteration 13Q: 3 clusters Score -1.346461e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112904 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -13464645.000000 Penalty: 5771.609863
	Iteration 14Q: 3 clusters Score -1.346464e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112910 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -13464652.000000 Penalty: 5771.609863
	Iteration 15Q: 3 clusters Score -1.346465e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112912 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -13464663.000000 Penalty: 5771.609863
	Iteration 16Q: 3 clusters Score -1.346466e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112916 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -13464676.000000 Penalty: 5771.609863
	Iteration 17Q: 3 clusters Score -1.346468e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112917 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -13464673.000000 Penalty: 5771.609863
	Iteration 18Q: 3 clusters Score -1.346467e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112918 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -13464671.000000 Penalty: 5771.609863
	Iteration 19Q: 3 clusters Score -1.346467e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112919 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -13464688.000000 Penalty: 5771.609863
	Iteration 20F: 3 clusters Score -1.346469e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112920 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -13464686.000000 Penalty: 5771.609863
	Iteration 21Q: 3 clusters Score -1.346469e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112922 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -13464683.000000 Penalty: 5771.609863
	Iteration 22Q: 3 clusters Score -1.346468e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112924 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -13464685.000000 Penalty: 5771.609863
	Iteration 23Q: 3 clusters Score -1.346468e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112925 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -13464687.000000 Penalty: 5771.609863
	Iteration 24Q: 3 clusters Score -1.346469e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112925 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -13464687.000000 Penalty: 5771.609863
	Iteration 25F: 3 clusters Score -1.346469e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (40858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40858 members 
Entering Unmasked Estep 
Score: -4783629.500000 Penalty: 2633.228760
	Iteration 0F: 2 clusters Score -4783630 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20459 members 
Mstep: Class 2 contains 20399 members 
Entering Unmasked Estep 
Score: -4756064.000000 Penalty: 5266.457520
	Iteration 0F: 3 clusters Score -4756064 nChanged 18652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20575 members 
Mstep: Class 2 contains 20283 members 
Entering Unmasked Estep 
Score: -4766297.500000 Penalty: 5266.457520
	Iteration 1F: 3 clusters Score -4766298 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20644 members 
Mstep: Class 2 contains 20214 members 
Entering Unmasked Estep 
Score: -4766858.000000 Penalty: 5266.457520
	Iteration 2Q: 3 clusters Score -4766858 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20718 members 
Mstep: Class 2 contains 20140 members 
Entering Unmasked Estep 
Score: -4767371.500000 Penalty: 5266.457520
	Iteration 3Q: 3 clusters Score -4767372 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20754 members 
Mstep: Class 2 contains 20104 members 
Entering Unmasked Estep 
Score: -4767879.000000 Penalty: 5266.457520
	Iteration 4Q: 3 clusters Score -4767879 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20736 members 
Mstep: Class 2 contains 20122 members 
Entering Unmasked Estep 
Score: -4768425.500000 Penalty: 5266.457520
	Iteration 5Q: 3 clusters Score -4768426 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20651 members 
Mstep: Class 2 contains 20207 members 
Entering Unmasked Estep 
Score: -4769006.500000 Penalty: 5266.457520
	Iteration 6Q: 3 clusters Score -4769006 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20510 members 
Mstep: Class 2 contains 20348 members 
Entering Unmasked Estep 
Score: -4769587.500000 Penalty: 5266.457520
	Iteration 7Q: 3 clusters Score -4769588 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20237 members 
Mstep: Class 2 contains 20621 members 
Entering Unmasked Estep 
Score: -4770230.000000 Penalty: 5266.457520
	Iteration 8Q: 3 clusters Score -4770230 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19764 members 
Mstep: Class 2 contains 21094 members 
Entering Unmasked Estep 
Score: -4771067.500000 Penalty: 5266.457520
	Iteration 9Q: 3 clusters Score -4771068 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19148 members 
Mstep: Class 2 contains 21710 members 
Entering Unmasked Estep 
Score: -4772126.000000 Penalty: 5266.457520
	Iteration 10Q: 3 clusters Score -4772126 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18392 members 
Mstep: Class 2 contains 22466 members 
Entering Unmasked Estep 
Score: -4773273.000000 Penalty: 5266.457520
	Iteration 11Q: 3 clusters Score -4773273 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17606 members 
Mstep: Class 2 contains 23252 members 
Entering Unmasked Estep 
Score: -4774498.500000 Penalty: 5266.457520
	Iteration 12Q: 3 clusters Score -4774498 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16830 members 
Mstep: Class 2 contains 24028 members 
Entering Unmasked Estep 
Score: -4775622.500000 Penalty: 5266.457520
	Iteration 13Q: 3 clusters Score -4775622 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16121 members 
Mstep: Class 2 contains 24737 members 
Entering Unmasked Estep 
Score: -4776336.000000 Penalty: 5266.457520
	Iteration 14Q: 3 clusters Score -4776336 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15406 members 
Mstep: Class 2 contains 25452 members 
Entering Unmasked Estep 
Score: -4776754.500000 Penalty: 5266.457520
	Iteration 15Q: 3 clusters Score -4776754 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14766 members 
Mstep: Class 2 contains 26092 members 
Entering Unmasked Estep 
Score: -4777037.000000 Penalty: 5266.457520
	Iteration 16Q: 3 clusters Score -4777037 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14178 members 
Mstep: Class 2 contains 26680 members 
Entering Unmasked Estep 
Score: -4777253.000000 Penalty: 5266.457520
	Iteration 17Q: 3 clusters Score -4777253 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 27272 members 
Entering Unmasked Estep 
Score: -4777476.500000 Penalty: 5266.457520
	Iteration 18Q: 3 clusters Score -4777476 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12997 members 
Mstep: Class 2 contains 27861 members 
Entering Unmasked Estep 
Score: -4777659.000000 Penalty: 5266.457520
	Iteration 19Q: 3 clusters Score -4777659 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12458 members 
Mstep: Class 2 contains 28400 members 
Entering Unmasked Estep 
Score: -4777841.500000 Penalty: 5266.457520
	Iteration 20F: 3 clusters Score -4777842 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11945 members 
Mstep: Class 2 contains 28913 members 
Entering Unmasked Estep 
Score: -4778022.000000 Penalty: 5266.457520
	Iteration 21Q: 3 clusters Score -4778022 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 29397 members 
Entering Unmasked Estep 
Score: -4778168.500000 Penalty: 5266.457520
	Iteration 22Q: 3 clusters Score -4778168 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 29862 members 
Entering Unmasked Estep 
Score: -4778295.500000 Penalty: 5266.457520
	Iteration 23Q: 3 clusters Score -4778296 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 30323 members 
Entering Unmasked Estep 
Score: -4778446.500000 Penalty: 5266.457520
	Iteration 24Q: 3 clusters Score -4778446 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 30738 members 
Entering Unmasked Estep 
Score: -4778572.000000 Penalty: 5266.457520
	Iteration 25Q: 3 clusters Score -4778572 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 31188 members 
Entering Unmasked Estep 
Score: -4778702.000000 Penalty: 5266.457520
	Iteration 26Q: 3 clusters Score -4778702 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 31619 members 
Entering Unmasked Estep 
Score: -4778830.000000 Penalty: 5266.457520
	Iteration 27Q: 3 clusters Score -4778830 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 32042 members 
Entering Unmasked Estep 
Score: -4778967.500000 Penalty: 5266.457520
	Iteration 28Q: 3 clusters Score -4778968 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 32476 members 
Entering Unmasked Estep 
Score: -4779111.500000 Penalty: 5266.457520
	Iteration 29Q: 3 clusters Score -4779112 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 32899 members 
Entering Unmasked Estep 
Score: -4779231.000000 Penalty: 5266.457520
	Iteration 30Q: 3 clusters Score -4779231 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 33280 members 
Entering Unmasked Estep 
Score: -4779337.500000 Penalty: 5266.457520
	Iteration 31Q: 3 clusters Score -4779338 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 33637 members 
Entering Unmasked Estep 
Score: -4779447.500000 Penalty: 5266.457520
	Iteration 32Q: 3 clusters Score -4779448 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 33980 members 
Entering Unmasked Estep 
Score: -4779535.500000 Penalty: 5266.457520
	Iteration 33Q: 3 clusters Score -4779536 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 34310 members 
Entering Unmasked Estep 
Score: -4779637.500000 Penalty: 5266.457520
	Iteration 34Q: 3 clusters Score -4779638 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 34645 members 
Entering Unmasked Estep 
Score: -4779720.000000 Penalty: 5266.457520
	Iteration 35Q: 3 clusters Score -4779720 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 34965 members 
Entering Unmasked Estep 
Score: -4779831.000000 Penalty: 5266.457520
	Iteration 36Q: 3 clusters Score -4779831 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 35252 members 
Entering Unmasked Estep 
Score: -4779898.500000 Penalty: 5266.457520
	Iteration 37Q: 3 clusters Score -4779898 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 35530 members 
Entering Unmasked Estep 
Score: -4779983.000000 Penalty: 5266.457520
	Iteration 38Q: 3 clusters Score -4779983 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 35806 members 
Entering Unmasked Estep 
Score: -4780050.000000 Penalty: 5266.457520
	Iteration 39Q: 3 clusters Score -4780050 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 36059 members 
Entering Unmasked Estep 
Score: -4780111.000000 Penalty: 5266.457520
	Iteration 40F: 3 clusters Score -4780111 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 36304 members 
Entering Unmasked Estep 
Score: -4780187.500000 Penalty: 5266.457520
	Iteration 41Q: 3 clusters Score -4780188 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 36557 members 
Entering Unmasked Estep 
Score: -4780280.500000 Penalty: 5266.457520
	Iteration 42Q: 3 clusters Score -4780280 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 36799 members 
Entering Unmasked Estep 
Score: -4780363.500000 Penalty: 5266.457520
	Iteration 43Q: 3 clusters Score -4780364 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 37039 members 
Entering Unmasked Estep 
Score: -4780433.000000 Penalty: 5266.457520
	Iteration 44Q: 3 clusters Score -4780433 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 37273 members 
Entering Unmasked Estep 
Score: -4780515.000000 Penalty: 5266.457520
	Iteration 45Q: 3 clusters Score -4780515 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 37489 members 
Entering Unmasked Estep 
Score: -4780605.500000 Penalty: 5266.457520
	Iteration 46Q: 3 clusters Score -4780606 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 37706 members 
Entering Unmasked Estep 
Score: -4780678.000000 Penalty: 5266.457520
	Iteration 47Q: 3 clusters Score -4780678 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 37893 members 
Entering Unmasked Estep 
Score: -4780752.500000 Penalty: 5266.457520
	Iteration 48Q: 3 clusters Score -4780752 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 38085 members 
Entering Unmasked Estep 
Score: -4780832.000000 Penalty: 5266.457520
	Iteration 49Q: 3 clusters Score -4780832 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 38247 members 
Entering Unmasked Estep 
Score: -4780885.500000 Penalty: 5266.457520
	Iteration 50Q: 3 clusters Score -4780886 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 38381 members 
Entering Unmasked Estep 
Score: -4780926.500000 Penalty: 5266.457520
	Iteration 51Q: 3 clusters Score -4780926 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 38533 members 
Entering Unmasked Estep 
Score: -4780997.500000 Penalty: 5266.457520
	Iteration 52Q: 3 clusters Score -4780998 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 38683 members 
Entering Unmasked Estep 
Score: -4781056.500000 Penalty: 5266.457520
	Iteration 53Q: 3 clusters Score -4781056 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 38829 members 
Entering Unmasked Estep 
Score: -4781137.500000 Penalty: 5266.457520
	Iteration 54Q: 3 clusters Score -4781138 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 38938 members 
Entering Unmasked Estep 
Score: -4781182.000000 Penalty: 5266.457520
	Iteration 55Q: 3 clusters Score -4781182 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 39054 members 
Entering Unmasked Estep 
Score: -4781248.500000 Penalty: 5266.457520
	Iteration 56Q: 3 clusters Score -4781248 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 39146 members 
Entering Unmasked Estep 
Score: -4781314.500000 Penalty: 5266.457520
	Iteration 57Q: 3 clusters Score -4781314 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 39239 members 
Entering Unmasked Estep 
Score: -4781395.000000 Penalty: 5266.457520
	Iteration 58Q: 3 clusters Score -4781395 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 39330 members 
Entering Unmasked Estep 
Score: -4781476.500000 Penalty: 5266.457520
	Iteration 59Q: 3 clusters Score -4781476 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 39417 members 
Entering Unmasked Estep 
Score: -4781549.500000 Penalty: 5266.457520
	Iteration 60F: 3 clusters Score -4781550 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 39483 members 
Entering Unmasked Estep 
Score: -4781577.000000 Penalty: 5266.457520
	Iteration 61Q: 3 clusters Score -4781577 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 39540 members 
Entering Unmasked Estep 
Score: -4781618.000000 Penalty: 5266.457520
	Iteration 62Q: 3 clusters Score -4781618 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 39586 members 
Entering Unmasked Estep 
Score: -4781646.500000 Penalty: 5266.457520
	Iteration 63Q: 3 clusters Score -4781646 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 39620 members 
Entering Unmasked Estep 
Score: -4781678.000000 Penalty: 5266.457520
	Iteration 64Q: 3 clusters Score -4781678 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 39651 members 
Entering Unmasked Estep 
Score: -4781701.000000 Penalty: 5266.457520
	Iteration 65Q: 3 clusters Score -4781701 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 39677 members 
Entering Unmasked Estep 
Score: -4781723.500000 Penalty: 5266.457520
	Iteration 66Q: 3 clusters Score -4781724 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 39692 members 
Entering Unmasked Estep 
Score: -4781732.000000 Penalty: 5266.457520
	Iteration 67Q: 3 clusters Score -4781732 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 39712 members 
Entering Unmasked Estep 
Score: -4781745.000000 Penalty: 5266.457520
	Iteration 68Q: 3 clusters Score -4781745 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 39724 members 
Entering Unmasked Estep 
Score: -4781751.000000 Penalty: 5266.457520
	Iteration 69Q: 3 clusters Score -4781751 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 39727 members 
Entering Unmasked Estep 
Score: -4781755.500000 Penalty: 5266.457520
	Iteration 70Q: 3 clusters Score -4781756 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 39730 members 
Entering Unmasked Estep 
Score: -4781760.000000 Penalty: 5266.457520
	Iteration 71Q: 3 clusters Score -4781760 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 39733 members 
Entering Unmasked Estep 
Score: -4781755.500000 Penalty: 5266.457520
	Iteration 72Q: 3 clusters Score -4781756 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 39741 members 
Entering Unmasked Estep 
Score: -4781767.000000 Penalty: 5266.457520
	Iteration 73Q: 3 clusters Score -4781767 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 39749 members 
Entering Unmasked Estep 
Score: -4781767.000000 Penalty: 5266.457520
	Iteration 74Q: 3 clusters Score -4781767 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 39751 members 
Entering Unmasked Estep 
Score: -4781775.500000 Penalty: 5266.457520
	Iteration 75Q: 3 clusters Score -4781776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 39754 members 
Entering Unmasked Estep 
Score: -4781770.500000 Penalty: 5266.457520
	Iteration 76Q: 3 clusters Score -4781770 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 39757 members 
Entering Unmasked Estep 
Score: -4781769.500000 Penalty: 5266.457520
	Iteration 77Q: 3 clusters Score -4781770 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 39762 members 
Entering Unmasked Estep 
Score: -4781761.500000 Penalty: 5266.457520
	Iteration 78Q: 3 clusters Score -4781762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 39763 members 
Entering Unmasked Estep 
Score: -4781764.500000 Penalty: 5266.457520
	Iteration 79Q: 3 clusters Score -4781764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 39766 members 
Entering Unmasked Estep 
Score: -4781764.000000 Penalty: 5266.457520
	Iteration 80F: 3 clusters Score -4781764 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (12585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12585 members 
Entering Unmasked Estep 
Score: -1495411.750000 Penalty: 2341.184814
	Iteration 0F: 2 clusters Score -1495412 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -1486130.625000 Penalty: 4682.369629
	Iteration 0F: 3 clusters Score -1486131 nChanged 5331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -1488997.500000 Penalty: 4682.369629
	Iteration 1F: 3 clusters Score -1488998 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -1489352.625000 Penalty: 4682.369629
	Iteration 2F: 3 clusters Score -1489353 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -1489658.625000 Penalty: 4682.369629
	Iteration 3F: 3 clusters Score -1489659 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -1489930.000000 Penalty: 4682.369629
	Iteration 4Q: 3 clusters Score -1489930 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -1490167.625000 Penalty: 4682.369629
	Iteration 5Q: 3 clusters Score -1490168 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -1490365.875000 Penalty: 4682.369629
	Iteration 6Q: 3 clusters Score -1490366 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -1490552.750000 Penalty: 4682.369629
	Iteration 7Q: 3 clusters Score -1490553 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -1490740.750000 Penalty: 4682.369629
	Iteration 8Q: 3 clusters Score -1490741 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -1490928.750000 Penalty: 4682.369629
	Iteration 9Q: 3 clusters Score -1490929 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -1491109.000000 Penalty: 4682.369629
	Iteration 10Q: 3 clusters Score -1491109 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -1491295.375000 Penalty: 4682.369629
	Iteration 11Q: 3 clusters Score -1491295 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -1491485.750000 Penalty: 4682.369629
	Iteration 12Q: 3 clusters Score -1491486 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -1491698.250000 Penalty: 4682.369629
	Iteration 13Q: 3 clusters Score -1491698 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -1491955.500000 Penalty: 4682.369629
	Iteration 14Q: 3 clusters Score -1491956 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -1492185.500000 Penalty: 4682.369629
	Iteration 15Q: 3 clusters Score -1492186 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -1492422.375000 Penalty: 4682.369629
	Iteration 16Q: 3 clusters Score -1492422 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -1492649.750000 Penalty: 4682.369629
	Iteration 17Q: 3 clusters Score -1492650 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1492863.750000 Penalty: 4682.369629
	Iteration 18Q: 3 clusters Score -1492864 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1493015.875000 Penalty: 4682.369629
	Iteration 19Q: 3 clusters Score -1493016 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1493149.500000 Penalty: 4682.369629
	Iteration 20F: 3 clusters Score -1493150 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1493257.125000 Penalty: 4682.369629
	Iteration 21Q: 3 clusters Score -1493257 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1493345.000000 Penalty: 4682.369629
	Iteration 22Q: 3 clusters Score -1493345 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11826 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1493423.625000 Penalty: 4682.369629
	Iteration 23Q: 3 clusters Score -1493424 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11894 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1493477.875000 Penalty: 4682.369629
	Iteration 24Q: 3 clusters Score -1493478 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1493505.750000 Penalty: 4682.369629
	Iteration 25Q: 3 clusters Score -1493506 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11962 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1493534.250000 Penalty: 4682.369629
	Iteration 26Q: 3 clusters Score -1493534 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1493570.250000 Penalty: 4682.369629
	Iteration 27Q: 3 clusters Score -1493570 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1493588.125000 Penalty: 4682.369629
	Iteration 28Q: 3 clusters Score -1493588 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1493605.500000 Penalty: 4682.369629
	Iteration 29Q: 3 clusters Score -1493606 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1493613.125000 Penalty: 4682.369629
	Iteration 30Q: 3 clusters Score -1493613 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1493621.625000 Penalty: 4682.369629
	Iteration 31Q: 3 clusters Score -1493622 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1493625.000000 Penalty: 4682.369629
	Iteration 32Q: 3 clusters Score -1493625 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12055 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1493630.125000 Penalty: 4682.369629
	Iteration 33Q: 3 clusters Score -1493630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12059 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1493633.125000 Penalty: 4682.369629
	Iteration 34Q: 3 clusters Score -1493633 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12061 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1493633.500000 Penalty: 4682.369629
	Iteration 35Q: 3 clusters Score -1493634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12061 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1493634.500000 Penalty: 4682.369629
	Iteration 36Q: 3 clusters Score -1493634 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12061 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1493634.500000 Penalty: 4682.369629
	Iteration 37F: 3 clusters Score -1493634 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (213935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213935 members 
Entering Unmasked Estep 
Score: -25839946.000000 Penalty: 3043.810059
	Iteration 0F: 2 clusters Score -2.583995e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106915 members 
Mstep: Class 2 contains 107020 members 
Entering Unmasked Estep 
Score: -25708988.000000 Penalty: 6087.620117
	Iteration 0F: 3 clusters Score -2.570899e+07 nChanged 102927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103738 members 
Mstep: Class 2 contains 110197 members 
Entering Unmasked Estep 
Score: -25769728.000000 Penalty: 6087.620117
	Iteration 1F: 3 clusters Score -2.576973e+07 nChanged 5647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101813 members 
Mstep: Class 2 contains 112122 members 
Entering Unmasked Estep 
Score: -25770756.000000 Penalty: 6087.620117
	Iteration 2Q: 3 clusters Score -2.577076e+07 nChanged 6340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98733 members 
Mstep: Class 2 contains 115202 members 
Entering Unmasked Estep 
Score: -25772168.000000 Penalty: 6087.620117
	Iteration 3Q: 3 clusters Score -2.577217e+07 nChanged 7495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94084 members 
Mstep: Class 2 contains 119851 members 
Entering Unmasked Estep 
Score: -25774284.000000 Penalty: 6087.620117
	Iteration 4Q: 3 clusters Score -2.577428e+07 nChanged 9391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87147 members 
Mstep: Class 2 contains 126788 members 
Entering Unmasked Estep 
Score: -25778066.000000 Penalty: 6087.620117
	Iteration 5Q: 3 clusters Score -2.577807e+07 nChanged 11834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77449 members 
Mstep: Class 2 contains 136486 members 
Entering Unmasked Estep 
Score: -25784180.000000 Penalty: 6087.620117
	Iteration 6F: 3 clusters Score -2.578418e+07 nChanged 14300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64795 members 
Mstep: Class 2 contains 149140 members 
Entering Unmasked Estep 
Score: -25792880.000000 Penalty: 6087.620117
	Iteration 7F: 3 clusters Score -2.579288e+07 nChanged 16208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49687 members 
Mstep: Class 2 contains 164248 members 
Entering Unmasked Estep 
Score: -25803412.000000 Penalty: 6087.620117
	Iteration 8F: 3 clusters Score -2.580341e+07 nChanged 16294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33993 members 
Mstep: Class 2 contains 179942 members 
Entering Unmasked Estep 
Score: -25812994.000000 Penalty: 6087.620117
	Iteration 9F: 3 clusters Score -2.581299e+07 nChanged 13485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20690 members 
Mstep: Class 2 contains 193245 members 
Entering Unmasked Estep 
Score: -25820410.000000 Penalty: 6087.620117
	Iteration 10F: 3 clusters Score -2.582041e+07 nChanged 9569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 202800 members 
Entering Unmasked Estep 
Score: -25826796.000000 Penalty: 6087.620117
	Iteration 11Q: 3 clusters Score -2.58268e+07 nChanged 5843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 208641 members 
Entering Unmasked Estep 
Score: -25831776.000000 Penalty: 6087.620117
	Iteration 12Q: 3 clusters Score -2.583178e+07 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 211711 members 
Entering Unmasked Estep 
Score: -25834740.000000 Penalty: 6087.620117
	Iteration 13Q: 3 clusters Score -2.583474e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 212988 members 
Entering Unmasked Estep 
Score: -25836210.000000 Penalty: 6087.620117
	Iteration 14Q: 3 clusters Score -2.583621e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 213409 members 
Entering Unmasked Estep 
Score: -25836776.000000 Penalty: 6087.620117
	Iteration 15Q: 3 clusters Score -2.583678e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 213549 members 
Entering Unmasked Estep 
Score: -25836970.000000 Penalty: 6087.620117
	Iteration 16Q: 3 clusters Score -2.583697e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 213603 members 
Entering Unmasked Estep 
Score: -25837038.000000 Penalty: 6087.620117
	Iteration 17Q: 3 clusters Score -2.583704e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 213623 members 
Entering Unmasked Estep 
Score: -25837096.000000 Penalty: 6087.620117
	Iteration 18Q: 3 clusters Score -2.58371e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 213638 members 
Entering Unmasked Estep 
Score: -25837138.000000 Penalty: 6087.620117
	Iteration 19Q: 3 clusters Score -2.583714e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 213650 members 
Entering Unmasked Estep 
Score: -25837152.000000 Penalty: 6087.620117
	Iteration 20F: 3 clusters Score -2.583715e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 213661 members 
Entering Unmasked Estep 
Score: -25837164.000000 Penalty: 6087.620117
	Iteration 21Q: 3 clusters Score -2.583716e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 213660 members 
Entering Unmasked Estep 
Score: -25837180.000000 Penalty: 6087.620117
	Iteration 22Q: 3 clusters Score -2.583718e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 213663 members 
Entering Unmasked Estep 
Score: -25837184.000000 Penalty: 6087.620117
	Iteration 23Q: 3 clusters Score -2.583718e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 213666 members 
Entering Unmasked Estep 
Score: -25837178.000000 Penalty: 6087.620117
	Iteration 24Q: 3 clusters Score -2.583718e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 213666 members 
Entering Unmasked Estep 
Score: -25837178.000000 Penalty: 6087.620117
	Iteration 25Q: 3 clusters Score -2.583718e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 213667 members 
Entering Unmasked Estep 
Score: -25837176.000000 Penalty: 6087.620117
	Iteration 26Q: 3 clusters Score -2.583718e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 213666 members 
Entering Unmasked Estep 
Score: -25837180.000000 Penalty: 6087.620117
	Iteration 27Q: 3 clusters Score -2.583718e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 213667 members 
Entering Unmasked Estep 
Score: -25837186.000000 Penalty: 6087.620117
	Iteration 28Q: 3 clusters Score -2.583719e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 213669 members 
Entering Unmasked Estep 
Score: -25837188.000000 Penalty: 6087.620117
	Iteration 29Q: 3 clusters Score -2.583719e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 213670 members 
Entering Unmasked Estep 
Score: -25837194.000000 Penalty: 6087.620117
	Iteration 30Q: 3 clusters Score -2.583719e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 213671 members 
Entering Unmasked Estep 
Score: -25837196.000000 Penalty: 6087.620117
	Iteration 31Q: 3 clusters Score -2.58372e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 213672 members 
Entering Unmasked Estep 
Score: -25837202.000000 Penalty: 6087.620117
	Iteration 32Q: 3 clusters Score -2.58372e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 213671 members 
Entering Unmasked Estep 
Score: -25837208.000000 Penalty: 6087.620117
	Iteration 33Q: 3 clusters Score -2.583721e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 213670 members 
Entering Unmasked Estep 
Score: -25837212.000000 Penalty: 6087.620117
	Iteration 34Q: 3 clusters Score -2.583721e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 213670 members 
Entering Unmasked Estep 
Score: -25837212.000000 Penalty: 6087.620117
	Iteration 35F: 3 clusters Score -2.583721e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Entering Unmasked Estep 
Score: -105700.179688 Penalty: 1715.099365
	Iteration 0F: 2 clusters Score -105700.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -103788.476562 Penalty: 3430.198730
	Iteration 0F: 3 clusters Score -103788.5 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -104100.265625 Penalty: 3430.198730
	Iteration 1F: 3 clusters Score -104100.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -104224.515625 Penalty: 3430.198730
	Iteration 2F: 3 clusters Score -104224.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -104403.156250 Penalty: 3430.198730
	Iteration 3Q: 3 clusters Score -104403.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -104498.328125 Penalty: 3430.198730
	Iteration 4Q: 3 clusters Score -104498.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -104543.804688 Penalty: 3430.198730
	Iteration 5Q: 3 clusters Score -104543.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -104575.664062 Penalty: 3430.198730
	Iteration 6Q: 3 clusters Score -104575.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -104606.898438 Penalty: 3430.198730
	Iteration 7Q: 3 clusters Score -104606.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -104646.554688 Penalty: 3430.198730
	Iteration 8Q: 3 clusters Score -104646.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -104682.117188 Penalty: 3430.198730
	Iteration 9Q: 3 clusters Score -104682.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -104724.570312 Penalty: 3430.198730
	Iteration 10Q: 3 clusters Score -104724.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -104767.156250 Penalty: 3430.198730
	Iteration 11Q: 3 clusters Score -104767.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -104795.492188 Penalty: 3430.198730
	Iteration 12Q: 3 clusters Score -104795.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -104813.343750 Penalty: 3430.198730
	Iteration 13Q: 3 clusters Score -104813.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -104830.445312 Penalty: 3430.198730
	Iteration 14Q: 3 clusters Score -104830.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -104844.960938 Penalty: 3430.198730
	Iteration 15Q: 3 clusters Score -104845 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -104862.148438 Penalty: 3430.198730
	Iteration 16Q: 3 clusters Score -104862.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -104875.484375 Penalty: 3430.198730
	Iteration 17Q: 3 clusters Score -104875.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -104885.507812 Penalty: 3430.198730
	Iteration 18Q: 3 clusters Score -104885.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -104901.453125 Penalty: 3430.198730
	Iteration 19Q: 3 clusters Score -104901.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -104909.148438 Penalty: 3430.198730
	Iteration 20F: 3 clusters Score -104909.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -104921.351562 Penalty: 3430.198730
	Iteration 21Q: 3 clusters Score -104921.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -104928.195312 Penalty: 3430.198730
	Iteration 22Q: 3 clusters Score -104928.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -104936.562500 Penalty: 3430.198730
	Iteration 23Q: 3 clusters Score -104936.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -104944.421875 Penalty: 3430.198730
	Iteration 24Q: 3 clusters Score -104944.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -104950.093750 Penalty: 3430.198730
	Iteration 25Q: 3 clusters Score -104950.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -104963.140625 Penalty: 3430.198730
	Iteration 26Q: 3 clusters Score -104963.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -104972.070312 Penalty: 3430.198730
	Iteration 27Q: 3 clusters Score -104972.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -104977.453125 Penalty: 3430.198730
	Iteration 28Q: 3 clusters Score -104977.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -104988.703125 Penalty: 3430.198730
	Iteration 29Q: 3 clusters Score -104988.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -104998.320312 Penalty: 3430.198730
	Iteration 30Q: 3 clusters Score -104998.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -105003.109375 Penalty: 3430.198730
	Iteration 31Q: 3 clusters Score -105003.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -105007.976562 Penalty: 3430.198730
	Iteration 32Q: 3 clusters Score -105008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -105010.843750 Penalty: 3430.198730
	Iteration 33Q: 3 clusters Score -105010.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -105012.125000 Penalty: 3430.198730
	Iteration 34Q: 3 clusters Score -105012.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -105015.875000 Penalty: 3430.198730
	Iteration 35Q: 3 clusters Score -105015.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -105022.078125 Penalty: 3430.198730
	Iteration 36Q: 3 clusters Score -105022.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -105028.445312 Penalty: 3430.198730
	Iteration 37Q: 3 clusters Score -105028.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -105028.445312 Penalty: 3430.198730
	Iteration 38F: 3 clusters Score -105028.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (25519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25519 members 
Entering Unmasked Estep 
Score: -2932327.750000 Penalty: 2516.500244
	Iteration 0F: 2 clusters Score -2932328 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 12790 members 
Entering Unmasked Estep 
Score: -2914642.250000 Penalty: 5033.000488
	Iteration 0F: 3 clusters Score -2914642 nChanged 11449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 12783 members 
Entering Unmasked Estep 
Score: -2920844.500000 Penalty: 5033.000488
	Iteration 1F: 3 clusters Score -2920844 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12688 members 
Mstep: Class 2 contains 12831 members 
Entering Unmasked Estep 
Score: -2921289.750000 Penalty: 5033.000488
	Iteration 2Q: 3 clusters Score -2921290 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 12862 members 
Entering Unmasked Estep 
Score: -2921685.500000 Penalty: 5033.000488
	Iteration 3Q: 3 clusters Score -2921686 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12518 members 
Mstep: Class 2 contains 13001 members 
Entering Unmasked Estep 
Score: -2922141.000000 Penalty: 5033.000488
	Iteration 4Q: 3 clusters Score -2922141 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 13273 members 
Entering Unmasked Estep 
Score: -2922708.000000 Penalty: 5033.000488
	Iteration 5Q: 3 clusters Score -2922708 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 13753 members 
Entering Unmasked Estep 
Score: -2923373.500000 Penalty: 5033.000488
	Iteration 6Q: 3 clusters Score -2923374 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 14449 members 
Entering Unmasked Estep 
Score: -2924181.500000 Penalty: 5033.000488
	Iteration 7F: 3 clusters Score -2924182 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 15486 members 
Entering Unmasked Estep 
Score: -2925162.000000 Penalty: 5033.000488
	Iteration 8F: 3 clusters Score -2925162 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 16776 members 
Entering Unmasked Estep 
Score: -2926354.750000 Penalty: 5033.000488
	Iteration 9F: 3 clusters Score -2926355 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 18124 members 
Entering Unmasked Estep 
Score: -2927550.250000 Penalty: 5033.000488
	Iteration 10F: 3 clusters Score -2927550 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 19361 members 
Entering Unmasked Estep 
Score: -2928640.750000 Penalty: 5033.000488
	Iteration 11F: 3 clusters Score -2928641 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 20312 members 
Entering Unmasked Estep 
Score: -2929437.500000 Penalty: 5033.000488
	Iteration 12Q: 3 clusters Score -2929438 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 21038 members 
Entering Unmasked Estep 
Score: -2929985.500000 Penalty: 5033.000488
	Iteration 13Q: 3 clusters Score -2929986 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 21556 members 
Entering Unmasked Estep 
Score: -2930348.250000 Penalty: 5033.000488
	Iteration 14Q: 3 clusters Score -2930348 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 21968 members 
Entering Unmasked Estep 
Score: -2930608.250000 Penalty: 5033.000488
	Iteration 15Q: 3 clusters Score -2930608 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 22289 members 
Entering Unmasked Estep 
Score: -2930805.000000 Penalty: 5033.000488
	Iteration 16Q: 3 clusters Score -2930805 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 22552 members 
Entering Unmasked Estep 
Score: -2930997.750000 Penalty: 5033.000488
	Iteration 17Q: 3 clusters Score -2930998 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 22794 members 
Entering Unmasked Estep 
Score: -2931222.250000 Penalty: 5033.000488
	Iteration 18Q: 3 clusters Score -2931222 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 22988 members 
Entering Unmasked Estep 
Score: -2931520.250000 Penalty: 5033.000488
	Iteration 19Q: 3 clusters Score -2931520 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 23142 members 
Entering Unmasked Estep 
Score: -2931745.000000 Penalty: 5033.000488
	Iteration 20F: 3 clusters Score -2931745 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 23246 members 
Entering Unmasked Estep 
Score: -2931843.250000 Penalty: 5033.000488
	Iteration 21Q: 3 clusters Score -2931843 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 23315 members 
Entering Unmasked Estep 
Score: -2931882.750000 Penalty: 5033.000488
	Iteration 22Q: 3 clusters Score -2931883 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 23346 members 
Entering Unmasked Estep 
Score: -2931900.500000 Penalty: 5033.000488
	Iteration 23Q: 3 clusters Score -2931900 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 23366 members 
Entering Unmasked Estep 
Score: -2931906.250000 Penalty: 5033.000488
	Iteration 24Q: 3 clusters Score -2931906 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 23375 members 
Entering Unmasked Estep 
Score: -2931910.500000 Penalty: 5033.000488
	Iteration 25Q: 3 clusters Score -2931910 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 23384 members 
Entering Unmasked Estep 
Score: -2931910.000000 Penalty: 5033.000488
	Iteration 26Q: 3 clusters Score -2931910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 23390 members 
Entering Unmasked Estep 
Score: -2931914.250000 Penalty: 5033.000488
	Iteration 27Q: 3 clusters Score -2931914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 23392 members 
Entering Unmasked Estep 
Score: -2931914.750000 Penalty: 5033.000488
	Iteration 28Q: 3 clusters Score -2931915 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 23393 members 
Entering Unmasked Estep 
Score: -2931917.250000 Penalty: 5033.000488
	Iteration 29Q: 3 clusters Score -2931917 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 23395 members 
Entering Unmasked Estep 
Score: -2931916.250000 Penalty: 5033.000488
	Iteration 30Q: 3 clusters Score -2931916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 23396 members 
Entering Unmasked Estep 
Score: -2931915.250000 Penalty: 5033.000488
	Iteration 31Q: 3 clusters Score -2931915 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 23398 members 
Entering Unmasked Estep 
Score: -2931915.500000 Penalty: 5033.000488
	Iteration 32Q: 3 clusters Score -2931916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 23399 members 
Entering Unmasked Estep 
Score: -2931914.250000 Penalty: 5033.000488
	Iteration 33Q: 3 clusters Score -2931914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 23400 members 
Entering Unmasked Estep 
Score: -2931915.000000 Penalty: 5033.000488
	Iteration 34Q: 3 clusters Score -2931915 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 23400 members 
Entering Unmasked Estep 
Score: -2931915.000000 Penalty: 5033.000488
	Iteration 35F: 3 clusters Score -2931915 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Entering Unmasked Estep 
Score: -102386.453125 Penalty: 1706.080322
	Iteration 0F: 2 clusters Score -102386.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -100604.859375 Penalty: 3412.160645
	Iteration 0F: 3 clusters Score -100604.9 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -101058.187500 Penalty: 3412.160645
	Iteration 1F: 3 clusters Score -101058.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -101493.804688 Penalty: 3412.160645
	Iteration 2F: 3 clusters Score -101493.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -101950.664062 Penalty: 3412.160645
	Iteration 3F: 3 clusters Score -101950.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -102144.945312 Penalty: 3412.160645
	Iteration 4F: 3 clusters Score -102144.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -102242.695312 Penalty: 3412.160645
	Iteration 5Q: 3 clusters Score -102242.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -102268.875000 Penalty: 3412.160645
	Iteration 6Q: 3 clusters Score -102268.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -102284.859375 Penalty: 3412.160645
	Iteration 7Q: 3 clusters Score -102284.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -102289.914062 Penalty: 3412.160645
	Iteration 8Q: 3 clusters Score -102289.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -102293.343750 Penalty: 3412.160645
	Iteration 9Q: 3 clusters Score -102293.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -102293.343750 Penalty: 3412.160645
	Iteration 10F: 3 clusters Score -102293.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Entering Unmasked Estep 
Score: -470367.812500 Penalty: 2075.666016
	Iteration 0F: 2 clusters Score -470367.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -466305.562500 Penalty: 4151.332031
	Iteration 0F: 3 clusters Score -466305.6 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -467197.125000 Penalty: 4151.332031
	Iteration 1F: 3 clusters Score -467197.1 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -467411.062500 Penalty: 4151.332031
	Iteration 2F: 3 clusters Score -467411.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -467572.875000 Penalty: 4151.332031
	Iteration 3F: 3 clusters Score -467572.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -467713.718750 Penalty: 4151.332031
	Iteration 4Q: 3 clusters Score -467713.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -467860.125000 Penalty: 4151.332031
	Iteration 5Q: 3 clusters Score -467860.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -467998.625000 Penalty: 4151.332031
	Iteration 6Q: 3 clusters Score -467998.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -468142.312500 Penalty: 4151.332031
	Iteration 7Q: 3 clusters Score -468142.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -468276.437500 Penalty: 4151.332031
	Iteration 8Q: 3 clusters Score -468276.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -468382.625000 Penalty: 4151.332031
	Iteration 9Q: 3 clusters Score -468382.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -468460.812500 Penalty: 4151.332031
	Iteration 10Q: 3 clusters Score -468460.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -468518.312500 Penalty: 4151.332031
	Iteration 11Q: 3 clusters Score -468518.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -468570.718750 Penalty: 4151.332031
	Iteration 12Q: 3 clusters Score -468570.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -468616.406250 Penalty: 4151.332031
	Iteration 13Q: 3 clusters Score -468616.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -468651.906250 Penalty: 4151.332031
	Iteration 14Q: 3 clusters Score -468651.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -468680.843750 Penalty: 4151.332031
	Iteration 15Q: 3 clusters Score -468680.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -468704.125000 Penalty: 4151.332031
	Iteration 16Q: 3 clusters Score -468704.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -468724.750000 Penalty: 4151.332031
	Iteration 17Q: 3 clusters Score -468724.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -468748.875000 Penalty: 4151.332031
	Iteration 18Q: 3 clusters Score -468748.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -468761.531250 Penalty: 4151.332031
	Iteration 19Q: 3 clusters Score -468761.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -468772.750000 Penalty: 4151.332031
	Iteration 20F: 3 clusters Score -468772.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -468781.968750 Penalty: 4151.332031
	Iteration 21Q: 3 clusters Score -468782 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -468788.375000 Penalty: 4151.332031
	Iteration 22Q: 3 clusters Score -468788.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -468798.000000 Penalty: 4151.332031
	Iteration 23Q: 3 clusters Score -468798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -468801.031250 Penalty: 4151.332031
	Iteration 24Q: 3 clusters Score -468801 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -468801.406250 Penalty: 4151.332031
	Iteration 25Q: 3 clusters Score -468801.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -468805.312500 Penalty: 4151.332031
	Iteration 26Q: 3 clusters Score -468805.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -468807.687500 Penalty: 4151.332031
	Iteration 27Q: 3 clusters Score -468807.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -468809.687500 Penalty: 4151.332031
	Iteration 28Q: 3 clusters Score -468809.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -468809.593750 Penalty: 4151.332031
	Iteration 29Q: 3 clusters Score -468809.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -468809.593750 Penalty: 4151.332031
	Iteration 30F: 3 clusters Score -468809.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (17326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17326 members 
Entering Unmasked Estep 
Score: -2011066.000000 Penalty: 2420.471191
	Iteration 0F: 2 clusters Score -2011066 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -1998807.500000 Penalty: 4840.942383
	Iteration 0F: 3 clusters Score -1998808 nChanged 7515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -2002962.000000 Penalty: 4840.942383
	Iteration 1F: 3 clusters Score -2002962 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -2003422.250000 Penalty: 4840.942383
	Iteration 2F: 3 clusters Score -2003422 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -2003836.500000 Penalty: 4840.942383
	Iteration 3F: 3 clusters Score -2003836 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -2004244.625000 Penalty: 4840.942383
	Iteration 4Q: 3 clusters Score -2004245 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -2004678.375000 Penalty: 4840.942383
	Iteration 5Q: 3 clusters Score -2004678 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -2005190.250000 Penalty: 4840.942383
	Iteration 6Q: 3 clusters Score -2005190 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -2005741.625000 Penalty: 4840.942383
	Iteration 7Q: 3 clusters Score -2005742 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -2006372.125000 Penalty: 4840.942383
	Iteration 8Q: 3 clusters Score -2006372 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -2007064.125000 Penalty: 4840.942383
	Iteration 9F: 3 clusters Score -2007064 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -2007644.125000 Penalty: 4840.942383
	Iteration 10Q: 3 clusters Score -2007644 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -2008088.500000 Penalty: 4840.942383
	Iteration 11Q: 3 clusters Score -2008088 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -2008397.875000 Penalty: 4840.942383
	Iteration 12Q: 3 clusters Score -2008398 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -2008655.750000 Penalty: 4840.942383
	Iteration 13Q: 3 clusters Score -2008656 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -2008902.500000 Penalty: 4840.942383
	Iteration 14Q: 3 clusters Score -2008902 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -2009083.125000 Penalty: 4840.942383
	Iteration 15Q: 3 clusters Score -2009083 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -2009208.750000 Penalty: 4840.942383
	Iteration 16Q: 3 clusters Score -2009209 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -2009286.000000 Penalty: 4840.942383
	Iteration 17Q: 3 clusters Score -2009286 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -2009351.125000 Penalty: 4840.942383
	Iteration 18Q: 3 clusters Score -2009351 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -2009399.500000 Penalty: 4840.942383
	Iteration 19Q: 3 clusters Score -2009400 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -2009448.375000 Penalty: 4840.942383
	Iteration 20F: 3 clusters Score -2009448 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -2009470.250000 Penalty: 4840.942383
	Iteration 21Q: 3 clusters Score -2009470 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -2009503.375000 Penalty: 4840.942383
	Iteration 22Q: 3 clusters Score -2009503 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -2009521.125000 Penalty: 4840.942383
	Iteration 23Q: 3 clusters Score -2009521 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -2009535.000000 Penalty: 4840.942383
	Iteration 24Q: 3 clusters Score -2009535 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -2009540.375000 Penalty: 4840.942383
	Iteration 25Q: 3 clusters Score -2009540 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -2009547.375000 Penalty: 4840.942383
	Iteration 26Q: 3 clusters Score -2009547 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -2009555.375000 Penalty: 4840.942383
	Iteration 27Q: 3 clusters Score -2009555 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -2009555.250000 Penalty: 4840.942383
	Iteration 28Q: 3 clusters Score -2009555 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -2009557.750000 Penalty: 4840.942383
	Iteration 29Q: 3 clusters Score -2009558 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -2009565.875000 Penalty: 4840.942383
	Iteration 30Q: 3 clusters Score -2009566 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -2009573.000000 Penalty: 4840.942383
	Iteration 31Q: 3 clusters Score -2009573 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -2009571.375000 Penalty: 4840.942383
	Iteration 32Q: 3 clusters Score -2009571 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -2009577.375000 Penalty: 4840.942383
	Iteration 33Q: 3 clusters Score -2009577 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -2009580.000000 Penalty: 4840.942383
	Iteration 34Q: 3 clusters Score -2009580 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -2009589.250000 Penalty: 4840.942383
	Iteration 35Q: 3 clusters Score -2009589 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -2009585.500000 Penalty: 4840.942383
	Iteration 36Q: 3 clusters Score -2009586 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -2009588.875000 Penalty: 4840.942383
	Iteration 37Q: 3 clusters Score -2009589 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -2009594.750000 Penalty: 4840.942383
	Iteration 38Q: 3 clusters Score -2009595 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -2009594.250000 Penalty: 4840.942383
	Iteration 39Q: 3 clusters Score -2009594 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -2009597.750000 Penalty: 4840.942383
	Iteration 40F: 3 clusters Score -2009598 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -2009602.500000 Penalty: 4840.942383
	Iteration 41Q: 3 clusters Score -2009602 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -2009609.250000 Penalty: 4840.942383
	Iteration 42Q: 3 clusters Score -2009609 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -2009609.625000 Penalty: 4840.942383
	Iteration 43Q: 3 clusters Score -2009610 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -2009610.375000 Penalty: 4840.942383
	Iteration 44Q: 3 clusters Score -2009610 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -2009612.000000 Penalty: 4840.942383
	Iteration 45Q: 3 clusters Score -2009612 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -2009616.000000 Penalty: 4840.942383
	Iteration 46Q: 3 clusters Score -2009616 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -2009616.625000 Penalty: 4840.942383
	Iteration 47Q: 3 clusters Score -2009617 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -2009615.375000 Penalty: 4840.942383
	Iteration 48Q: 3 clusters Score -2009615 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -2009616.500000 Penalty: 4840.942383
	Iteration 49Q: 3 clusters Score -2009616 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -2009621.625000 Penalty: 4840.942383
	Iteration 50Q: 3 clusters Score -2009622 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -2009623.625000 Penalty: 4840.942383
	Iteration 51Q: 3 clusters Score -2009624 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -2009625.625000 Penalty: 4840.942383
	Iteration 52Q: 3 clusters Score -2009626 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -2009622.125000 Penalty: 4840.942383
	Iteration 53Q: 3 clusters Score -2009622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -2009622.500000 Penalty: 4840.942383
	Iteration 54Q: 3 clusters Score -2009622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -2009622.125000 Penalty: 4840.942383
	Iteration 55Q: 3 clusters Score -2009622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -2009621.750000 Penalty: 4840.942383
	Iteration 56Q: 3 clusters Score -2009622 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -2009623.000000 Penalty: 4840.942383
	Iteration 57Q: 3 clusters Score -2009623 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -2009624.625000 Penalty: 4840.942383
	Iteration 58Q: 3 clusters Score -2009625 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -2009619.500000 Penalty: 4840.942383
	Iteration 59Q: 3 clusters Score -2009620 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -2009620.875000 Penalty: 4840.942383
	Iteration 60F: 3 clusters Score -2009621 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -2009620.750000 Penalty: 4840.942383
	Iteration 61Q: 3 clusters Score -2009621 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -2009616.250000 Penalty: 4840.942383
	Iteration 62Q: 3 clusters Score -2009616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -2009620.500000 Penalty: 4840.942383
	Iteration 63Q: 3 clusters Score -2009620 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -2009619.250000 Penalty: 4840.942383
	Iteration 64Q: 3 clusters Score -2009619 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -2009622.875000 Penalty: 4840.942383
	Iteration 65Q: 3 clusters Score -2009623 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -2009623.125000 Penalty: 4840.942383
	Iteration 66Q: 3 clusters Score -2009623 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -2009627.375000 Penalty: 4840.942383
	Iteration 67Q: 3 clusters Score -2009627 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -2009631.250000 Penalty: 4840.942383
	Iteration 68Q: 3 clusters Score -2009631 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -2009629.250000 Penalty: 4840.942383
	Iteration 69Q: 3 clusters Score -2009629 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -2009628.125000 Penalty: 4840.942383
	Iteration 70Q: 3 clusters Score -2009628 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -2009632.750000 Penalty: 4840.942383
	Iteration 71Q: 3 clusters Score -2009633 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -2009628.875000 Penalty: 4840.942383
	Iteration 72Q: 3 clusters Score -2009629 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -2009626.750000 Penalty: 4840.942383
	Iteration 73Q: 3 clusters Score -2009627 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -2009628.750000 Penalty: 4840.942383
	Iteration 74Q: 3 clusters Score -2009629 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -2009627.125000 Penalty: 4840.942383
	Iteration 75Q: 3 clusters Score -2009627 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -2009627.125000 Penalty: 4840.942383
	Iteration 76F: 3 clusters Score -2009627 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (10085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Entering Unmasked Estep 
Score: -1183503.500000 Penalty: 2286.263428
	Iteration 0F: 2 clusters Score -1183504 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -1175743.000000 Penalty: 4572.526855
	Iteration 0F: 3 clusters Score -1175743 nChanged 4342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -1177971.000000 Penalty: 4572.526855
	Iteration 1F: 3 clusters Score -1177971 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1178284.625000 Penalty: 4572.526855
	Iteration 2F: 3 clusters Score -1178285 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -1178505.500000 Penalty: 4572.526855
	Iteration 3F: 3 clusters Score -1178506 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -1178683.750000 Penalty: 4572.526855
	Iteration 4Q: 3 clusters Score -1178684 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -1178813.875000 Penalty: 4572.526855
	Iteration 5Q: 3 clusters Score -1178814 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -1178935.625000 Penalty: 4572.526855
	Iteration 6Q: 3 clusters Score -1178936 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -1179039.875000 Penalty: 4572.526855
	Iteration 7Q: 3 clusters Score -1179040 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -1179136.750000 Penalty: 4572.526855
	Iteration 8Q: 3 clusters Score -1179137 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -1179223.875000 Penalty: 4572.526855
	Iteration 9Q: 3 clusters Score -1179224 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -1179303.125000 Penalty: 4572.526855
	Iteration 10Q: 3 clusters Score -1179303 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -1179382.500000 Penalty: 4572.526855
	Iteration 11Q: 3 clusters Score -1179382 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -1179448.375000 Penalty: 4572.526855
	Iteration 12Q: 3 clusters Score -1179448 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -1179515.375000 Penalty: 4572.526855
	Iteration 13Q: 3 clusters Score -1179515 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -1179584.125000 Penalty: 4572.526855
	Iteration 14Q: 3 clusters Score -1179584 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -1179643.875000 Penalty: 4572.526855
	Iteration 15Q: 3 clusters Score -1179644 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -1179697.375000 Penalty: 4572.526855
	Iteration 16Q: 3 clusters Score -1179697 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -1179748.375000 Penalty: 4572.526855
	Iteration 17Q: 3 clusters Score -1179748 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -1179806.125000 Penalty: 4572.526855
	Iteration 18Q: 3 clusters Score -1179806 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1179867.000000 Penalty: 4572.526855
	Iteration 19Q: 3 clusters Score -1179867 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -1179939.000000 Penalty: 4572.526855
	Iteration 20F: 3 clusters Score -1179939 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -1180035.000000 Penalty: 4572.526855
	Iteration 21Q: 3 clusters Score -1180035 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -1180160.125000 Penalty: 4572.526855
	Iteration 22Q: 3 clusters Score -1180160 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -1180323.875000 Penalty: 4572.526855
	Iteration 23Q: 3 clusters Score -1180324 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -1180541.875000 Penalty: 4572.526855
	Iteration 24Q: 3 clusters Score -1180542 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -1180801.000000 Penalty: 4572.526855
	Iteration 25Q: 3 clusters Score -1180801 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -1180994.875000 Penalty: 4572.526855
	Iteration 26Q: 3 clusters Score -1180995 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -1181109.375000 Penalty: 4572.526855
	Iteration 27Q: 3 clusters Score -1181109 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -1181175.000000 Penalty: 4572.526855
	Iteration 28Q: 3 clusters Score -1181175 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -1181222.000000 Penalty: 4572.526855
	Iteration 29Q: 3 clusters Score -1181222 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -1181261.750000 Penalty: 4572.526855
	Iteration 30Q: 3 clusters Score -1181262 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -1181287.625000 Penalty: 4572.526855
	Iteration 31Q: 3 clusters Score -1181288 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -1181300.875000 Penalty: 4572.526855
	Iteration 32Q: 3 clusters Score -1181301 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -1181316.500000 Penalty: 4572.526855
	Iteration 33Q: 3 clusters Score -1181316 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -1181330.500000 Penalty: 4572.526855
	Iteration 34Q: 3 clusters Score -1181330 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -1181342.750000 Penalty: 4572.526855
	Iteration 35Q: 3 clusters Score -1181343 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -1181355.875000 Penalty: 4572.526855
	Iteration 36Q: 3 clusters Score -1181356 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -1181366.250000 Penalty: 4572.526855
	Iteration 37Q: 3 clusters Score -1181366 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -1181383.000000 Penalty: 4572.526855
	Iteration 38Q: 3 clusters Score -1181383 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -1181393.875000 Penalty: 4572.526855
	Iteration 39Q: 3 clusters Score -1181394 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -1181402.750000 Penalty: 4572.526855
	Iteration 40F: 3 clusters Score -1181403 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -1181414.500000 Penalty: 4572.526855
	Iteration 41Q: 3 clusters Score -1181414 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -1181417.500000 Penalty: 4572.526855
	Iteration 42Q: 3 clusters Score -1181418 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -1181423.750000 Penalty: 4572.526855
	Iteration 43Q: 3 clusters Score -1181424 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -1181429.500000 Penalty: 4572.526855
	Iteration 44Q: 3 clusters Score -1181430 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -1181431.500000 Penalty: 4572.526855
	Iteration 45Q: 3 clusters Score -1181432 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -1181436.625000 Penalty: 4572.526855
	Iteration 46Q: 3 clusters Score -1181437 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -1181440.375000 Penalty: 4572.526855
	Iteration 47Q: 3 clusters Score -1181440 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -1181443.875000 Penalty: 4572.526855
	Iteration 48Q: 3 clusters Score -1181444 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -1181448.750000 Penalty: 4572.526855
	Iteration 49Q: 3 clusters Score -1181449 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -1181448.875000 Penalty: 4572.526855
	Iteration 50Q: 3 clusters Score -1181449 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -1181449.375000 Penalty: 4572.526855
	Iteration 51Q: 3 clusters Score -1181449 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -1181450.750000 Penalty: 4572.526855
	Iteration 52Q: 3 clusters Score -1181451 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -1181452.625000 Penalty: 4572.526855
	Iteration 53Q: 3 clusters Score -1181453 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -1181453.375000 Penalty: 4572.526855
	Iteration 54Q: 3 clusters Score -1181453 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -1181451.125000 Penalty: 4572.526855
	Iteration 55Q: 3 clusters Score -1181451 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -1181453.750000 Penalty: 4572.526855
	Iteration 56Q: 3 clusters Score -1181454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -1181454.125000 Penalty: 4572.526855
	Iteration 57Q: 3 clusters Score -1181454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -1181455.625000 Penalty: 4572.526855
	Iteration 58Q: 3 clusters Score -1181456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -1181457.125000 Penalty: 4572.526855
	Iteration 59Q: 3 clusters Score -1181457 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -1181457.750000 Penalty: 4572.526855
	Iteration 60F: 3 clusters Score -1181458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -1181458.875000 Penalty: 4572.526855
	Iteration 61Q: 3 clusters Score -1181459 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -1181457.750000 Penalty: 4572.526855
	Iteration 62Q: 3 clusters Score -1181458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -1181458.375000 Penalty: 4572.526855
	Iteration 63Q: 3 clusters Score -1181458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -1181460.375000 Penalty: 4572.526855
	Iteration 64Q: 3 clusters Score -1181460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -1181461.125000 Penalty: 4572.526855
	Iteration 65Q: 3 clusters Score -1181461 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -1181460.250000 Penalty: 4572.526855
	Iteration 66Q: 3 clusters Score -1181460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -1181461.500000 Penalty: 4572.526855
	Iteration 67Q: 3 clusters Score -1181462 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -1181461.500000 Penalty: 4572.526855
	Iteration 68F: 3 clusters Score -1181462 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Entering Unmasked Estep 
Score: -596341.000000 Penalty: 2136.171387
	Iteration 0F: 2 clusters Score -596341 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -591502.750000 Penalty: 4272.342773
	Iteration 0F: 3 clusters Score -591502.8 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -592846.562500 Penalty: 4272.342773
	Iteration 1F: 3 clusters Score -592846.6 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -593250.000000 Penalty: 4272.342773
	Iteration 2F: 3 clusters Score -593250 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -593576.062500 Penalty: 4272.342773
	Iteration 3F: 3 clusters Score -593576.1 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -593826.812500 Penalty: 4272.342773
	Iteration 4F: 3 clusters Score -593826.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -594049.562500 Penalty: 4272.342773
	Iteration 5Q: 3 clusters Score -594049.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -594242.000000 Penalty: 4272.342773
	Iteration 6Q: 3 clusters Score -594242 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -594361.500000 Penalty: 4272.342773
	Iteration 7Q: 3 clusters Score -594361.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -594453.312500 Penalty: 4272.342773
	Iteration 8Q: 3 clusters Score -594453.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -594534.000000 Penalty: 4272.342773
	Iteration 9Q: 3 clusters Score -594534 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -594636.250000 Penalty: 4272.342773
	Iteration 10Q: 3 clusters Score -594636.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -594789.000000 Penalty: 4272.342773
	Iteration 11Q: 3 clusters Score -594789 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -594915.625000 Penalty: 4272.342773
	Iteration 12Q: 3 clusters Score -594915.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -595047.437500 Penalty: 4272.342773
	Iteration 13Q: 3 clusters Score -595047.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -595145.625000 Penalty: 4272.342773
	Iteration 14Q: 3 clusters Score -595145.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -595205.625000 Penalty: 4272.342773
	Iteration 15Q: 3 clusters Score -595205.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -595268.125000 Penalty: 4272.342773
	Iteration 16Q: 3 clusters Score -595268.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -595313.750000 Penalty: 4272.342773
	Iteration 17Q: 3 clusters Score -595313.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -595351.000000 Penalty: 4272.342773
	Iteration 18Q: 3 clusters Score -595351 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -595397.937500 Penalty: 4272.342773
	Iteration 19Q: 3 clusters Score -595397.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -595429.312500 Penalty: 4272.342773
	Iteration 20F: 3 clusters Score -595429.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -595459.125000 Penalty: 4272.342773
	Iteration 21Q: 3 clusters Score -595459.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -595501.125000 Penalty: 4272.342773
	Iteration 22Q: 3 clusters Score -595501.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -595544.937500 Penalty: 4272.342773
	Iteration 23Q: 3 clusters Score -595544.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -595592.687500 Penalty: 4272.342773
	Iteration 24Q: 3 clusters Score -595592.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -595637.062500 Penalty: 4272.342773
	Iteration 25Q: 3 clusters Score -595637.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -595674.125000 Penalty: 4272.342773
	Iteration 26Q: 3 clusters Score -595674.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -595708.000000 Penalty: 4272.342773
	Iteration 27Q: 3 clusters Score -595708 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -595742.937500 Penalty: 4272.342773
	Iteration 28Q: 3 clusters Score -595742.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -595767.875000 Penalty: 4272.342773
	Iteration 29Q: 3 clusters Score -595767.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -595780.187500 Penalty: 4272.342773
	Iteration 30Q: 3 clusters Score -595780.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -595792.250000 Penalty: 4272.342773
	Iteration 31Q: 3 clusters Score -595792.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -595806.437500 Penalty: 4272.342773
	Iteration 32Q: 3 clusters Score -595806.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -595816.187500 Penalty: 4272.342773
	Iteration 33Q: 3 clusters Score -595816.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -595822.500000 Penalty: 4272.342773
	Iteration 34Q: 3 clusters Score -595822.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -595829.000000 Penalty: 4272.342773
	Iteration 35Q: 3 clusters Score -595829 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -595833.750000 Penalty: 4272.342773
	Iteration 36Q: 3 clusters Score -595833.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -595836.875000 Penalty: 4272.342773
	Iteration 37Q: 3 clusters Score -595836.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -595840.000000 Penalty: 4272.342773
	Iteration 38Q: 3 clusters Score -595840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -595842.687500 Penalty: 4272.342773
	Iteration 39Q: 3 clusters Score -595842.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -595842.437500 Penalty: 4272.342773
	Iteration 40F: 3 clusters Score -595842.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -595844.312500 Penalty: 4272.342773
	Iteration 41Q: 3 clusters Score -595844.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -595845.500000 Penalty: 4272.342773
	Iteration 42Q: 3 clusters Score -595845.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -595845.500000 Penalty: 4272.342773
	Iteration 43F: 3 clusters Score -595845.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (38577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38577 members 
Entering Unmasked Estep 
Score: -4244135.500000 Penalty: 2618.981934
	Iteration 0F: 2 clusters Score -4244136 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19363 members 
Mstep: Class 2 contains 19214 members 
Entering Unmasked Estep 
Score: -4217883.000000 Penalty: 5237.963867
	Iteration 0F: 3 clusters Score -4217883 nChanged 17637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19772 members 
Mstep: Class 2 contains 18805 members 
Entering Unmasked Estep 
Score: -4227538.000000 Penalty: 5237.963867
	Iteration 1F: 3 clusters Score -4227538 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19969 members 
Mstep: Class 2 contains 18608 members 
Entering Unmasked Estep 
Score: -4228116.000000 Penalty: 5237.963867
	Iteration 2Q: 3 clusters Score -4228116 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20254 members 
Mstep: Class 2 contains 18323 members 
Entering Unmasked Estep 
Score: -4228671.000000 Penalty: 5237.963867
	Iteration 3Q: 3 clusters Score -4228671 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20581 members 
Mstep: Class 2 contains 17996 members 
Entering Unmasked Estep 
Score: -4229151.000000 Penalty: 5237.963867
	Iteration 4Q: 3 clusters Score -4229151 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21014 members 
Mstep: Class 2 contains 17563 members 
Entering Unmasked Estep 
Score: -4229648.500000 Penalty: 5237.963867
	Iteration 5Q: 3 clusters Score -4229648 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21597 members 
Mstep: Class 2 contains 16980 members 
Entering Unmasked Estep 
Score: -4230165.000000 Penalty: 5237.963867
	Iteration 6Q: 3 clusters Score -4230165 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22319 members 
Mstep: Class 2 contains 16258 members 
Entering Unmasked Estep 
Score: -4230787.000000 Penalty: 5237.963867
	Iteration 7Q: 3 clusters Score -4230787 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23333 members 
Mstep: Class 2 contains 15244 members 
Entering Unmasked Estep 
Score: -4231530.000000 Penalty: 5237.963867
	Iteration 8Q: 3 clusters Score -4231530 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24659 members 
Mstep: Class 2 contains 13918 members 
Entering Unmasked Estep 
Score: -4232475.500000 Penalty: 5237.963867
	Iteration 9Q: 3 clusters Score -4232476 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26344 members 
Mstep: Class 2 contains 12233 members 
Entering Unmasked Estep 
Score: -4233647.000000 Penalty: 5237.963867
	Iteration 10F: 3 clusters Score -4233647 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28317 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -4235073.000000 Penalty: 5237.963867
	Iteration 11F: 3 clusters Score -4235073 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30438 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -4236689.000000 Penalty: 5237.963867
	Iteration 12F: 3 clusters Score -4236689 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32511 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -4238365.500000 Penalty: 5237.963867
	Iteration 13F: 3 clusters Score -4238366 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34254 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -4239845.500000 Penalty: 5237.963867
	Iteration 14Q: 3 clusters Score -4239846 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35491 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -4240934.500000 Penalty: 5237.963867
	Iteration 15Q: 3 clusters Score -4240934 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36275 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -4241670.500000 Penalty: 5237.963867
	Iteration 16Q: 3 clusters Score -4241670 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36714 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -4242120.500000 Penalty: 5237.963867
	Iteration 17Q: 3 clusters Score -4242120 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36969 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -4242346.500000 Penalty: 5237.963867
	Iteration 18Q: 3 clusters Score -4242346 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37117 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -4242471.000000 Penalty: 5237.963867
	Iteration 19Q: 3 clusters Score -4242471 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37201 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -4242533.500000 Penalty: 5237.963867
	Iteration 20F: 3 clusters Score -4242534 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37257 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -4242572.500000 Penalty: 5237.963867
	Iteration 21Q: 3 clusters Score -4242572 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37301 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -4242602.500000 Penalty: 5237.963867
	Iteration 22Q: 3 clusters Score -4242602 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37328 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -4242614.000000 Penalty: 5237.963867
	Iteration 23Q: 3 clusters Score -4242614 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37353 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -4242618.000000 Penalty: 5237.963867
	Iteration 24Q: 3 clusters Score -4242618 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37371 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -4242636.500000 Penalty: 5237.963867
	Iteration 25Q: 3 clusters Score -4242636 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37383 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -4242640.500000 Penalty: 5237.963867
	Iteration 26Q: 3 clusters Score -4242640 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37388 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -4242643.500000 Penalty: 5237.963867
	Iteration 27Q: 3 clusters Score -4242644 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37391 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -4242642.000000 Penalty: 5237.963867
	Iteration 28Q: 3 clusters Score -4242642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37393 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -4242645.000000 Penalty: 5237.963867
	Iteration 29Q: 3 clusters Score -4242645 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37396 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -4242643.000000 Penalty: 5237.963867
	Iteration 30Q: 3 clusters Score -4242643 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37398 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -4242643.500000 Penalty: 5237.963867
	Iteration 31Q: 3 clusters Score -4242644 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37398 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -4242643.500000 Penalty: 5237.963867
	Iteration 32F: 3 clusters Score -4242644 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (10014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Entering Unmasked Estep 
Score: -1055158.000000 Penalty: 2284.511475
	Iteration 0F: 2 clusters Score -1055158 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1047485.875000 Penalty: 4569.022949
	Iteration 0F: 3 clusters Score -1047486 nChanged 4237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -1049920.750000 Penalty: 4569.022949
	Iteration 1F: 3 clusters Score -1049921 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -1050313.375000 Penalty: 4569.022949
	Iteration 2F: 3 clusters Score -1050313 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -1050646.125000 Penalty: 4569.022949
	Iteration 3F: 3 clusters Score -1050646 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -1050926.250000 Penalty: 4569.022949
	Iteration 4F: 3 clusters Score -1050926 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -1051194.000000 Penalty: 4569.022949
	Iteration 5Q: 3 clusters Score -1051194 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -1051433.250000 Penalty: 4569.022949
	Iteration 6Q: 3 clusters Score -1051433 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -1051635.750000 Penalty: 4569.022949
	Iteration 7Q: 3 clusters Score -1051636 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -1051819.500000 Penalty: 4569.022949
	Iteration 8Q: 3 clusters Score -1051820 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -1051952.250000 Penalty: 4569.022949
	Iteration 9Q: 3 clusters Score -1051952 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -1052078.125000 Penalty: 4569.022949
	Iteration 10Q: 3 clusters Score -1052078 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -1052210.500000 Penalty: 4569.022949
	Iteration 11Q: 3 clusters Score -1052210 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -1052316.625000 Penalty: 4569.022949
	Iteration 12Q: 3 clusters Score -1052317 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -1052391.500000 Penalty: 4569.022949
	Iteration 13Q: 3 clusters Score -1052392 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -1052458.125000 Penalty: 4569.022949
	Iteration 14Q: 3 clusters Score -1052458 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -1052526.500000 Penalty: 4569.022949
	Iteration 15Q: 3 clusters Score -1052526 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -1052594.000000 Penalty: 4569.022949
	Iteration 16Q: 3 clusters Score -1052594 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -1052655.375000 Penalty: 4569.022949
	Iteration 17Q: 3 clusters Score -1052655 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -1052701.625000 Penalty: 4569.022949
	Iteration 18Q: 3 clusters Score -1052702 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -1052739.000000 Penalty: 4569.022949
	Iteration 19Q: 3 clusters Score -1052739 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -1052766.625000 Penalty: 4569.022949
	Iteration 20F: 3 clusters Score -1052767 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -1052791.750000 Penalty: 4569.022949
	Iteration 21Q: 3 clusters Score -1052792 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -1052810.125000 Penalty: 4569.022949
	Iteration 22Q: 3 clusters Score -1052810 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -1052824.250000 Penalty: 4569.022949
	Iteration 23Q: 3 clusters Score -1052824 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -1052839.500000 Penalty: 4569.022949
	Iteration 24Q: 3 clusters Score -1052840 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -1052849.500000 Penalty: 4569.022949
	Iteration 25Q: 3 clusters Score -1052850 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -1052861.500000 Penalty: 4569.022949
	Iteration 26Q: 3 clusters Score -1052862 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -1052874.625000 Penalty: 4569.022949
	Iteration 27Q: 3 clusters Score -1052875 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -1052879.250000 Penalty: 4569.022949
	Iteration 28Q: 3 clusters Score -1052879 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -1052887.500000 Penalty: 4569.022949
	Iteration 29Q: 3 clusters Score -1052888 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -1052895.375000 Penalty: 4569.022949
	Iteration 30Q: 3 clusters Score -1052895 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -1052899.875000 Penalty: 4569.022949
	Iteration 31Q: 3 clusters Score -1052900 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -1052910.125000 Penalty: 4569.022949
	Iteration 32Q: 3 clusters Score -1052910 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -1052919.625000 Penalty: 4569.022949
	Iteration 33Q: 3 clusters Score -1052920 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -1052931.625000 Penalty: 4569.022949
	Iteration 34Q: 3 clusters Score -1052932 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -1052943.250000 Penalty: 4569.022949
	Iteration 35Q: 3 clusters Score -1052943 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -1052956.750000 Penalty: 4569.022949
	Iteration 36Q: 3 clusters Score -1052957 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -1052970.125000 Penalty: 4569.022949
	Iteration 37Q: 3 clusters Score -1052970 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -1052984.875000 Penalty: 4569.022949
	Iteration 38Q: 3 clusters Score -1052985 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -1053000.250000 Penalty: 4569.022949
	Iteration 39Q: 3 clusters Score -1053000 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -1053014.750000 Penalty: 4569.022949
	Iteration 40F: 3 clusters Score -1053015 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -1053030.750000 Penalty: 4569.022949
	Iteration 41Q: 3 clusters Score -1053031 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -1053046.250000 Penalty: 4569.022949
	Iteration 42Q: 3 clusters Score -1053046 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -1053058.000000 Penalty: 4569.022949
	Iteration 43Q: 3 clusters Score -1053058 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -1053064.750000 Penalty: 4569.022949
	Iteration 44Q: 3 clusters Score -1053065 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -1053073.250000 Penalty: 4569.022949
	Iteration 45Q: 3 clusters Score -1053073 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -1053082.125000 Penalty: 4569.022949
	Iteration 46Q: 3 clusters Score -1053082 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -1053089.500000 Penalty: 4569.022949
	Iteration 47Q: 3 clusters Score -1053090 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -1053098.375000 Penalty: 4569.022949
	Iteration 48Q: 3 clusters Score -1053098 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -1053110.125000 Penalty: 4569.022949
	Iteration 49Q: 3 clusters Score -1053110 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -1053117.875000 Penalty: 4569.022949
	Iteration 50Q: 3 clusters Score -1053118 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -1053126.875000 Penalty: 4569.022949
	Iteration 51Q: 3 clusters Score -1053127 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -1053137.750000 Penalty: 4569.022949
	Iteration 52Q: 3 clusters Score -1053138 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -1053146.250000 Penalty: 4569.022949
	Iteration 53Q: 3 clusters Score -1053146 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -1053154.875000 Penalty: 4569.022949
	Iteration 54Q: 3 clusters Score -1053155 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -1053162.750000 Penalty: 4569.022949
	Iteration 55Q: 3 clusters Score -1053163 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -1053174.000000 Penalty: 4569.022949
	Iteration 56Q: 3 clusters Score -1053174 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -1053185.250000 Penalty: 4569.022949
	Iteration 57Q: 3 clusters Score -1053185 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -1053194.750000 Penalty: 4569.022949
	Iteration 58Q: 3 clusters Score -1053195 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -1053207.000000 Penalty: 4569.022949
	Iteration 59Q: 3 clusters Score -1053207 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -1053219.250000 Penalty: 4569.022949
	Iteration 60F: 3 clusters Score -1053219 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -1053231.625000 Penalty: 4569.022949
	Iteration 61Q: 3 clusters Score -1053232 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -1053238.625000 Penalty: 4569.022949
	Iteration 62Q: 3 clusters Score -1053239 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1053247.375000 Penalty: 4569.022949
	Iteration 63Q: 3 clusters Score -1053247 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -1053257.000000 Penalty: 4569.022949
	Iteration 64Q: 3 clusters Score -1053257 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -1053270.625000 Penalty: 4569.022949
	Iteration 65Q: 3 clusters Score -1053271 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -1053277.875000 Penalty: 4569.022949
	Iteration 66Q: 3 clusters Score -1053278 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -1053289.500000 Penalty: 4569.022949
	Iteration 67Q: 3 clusters Score -1053290 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -1053296.125000 Penalty: 4569.022949
	Iteration 68Q: 3 clusters Score -1053296 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -1053308.625000 Penalty: 4569.022949
	Iteration 69Q: 3 clusters Score -1053309 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1053325.250000 Penalty: 4569.022949
	Iteration 70Q: 3 clusters Score -1053325 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1053339.125000 Penalty: 4569.022949
	Iteration 71Q: 3 clusters Score -1053339 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -1053351.625000 Penalty: 4569.022949
	Iteration 72Q: 3 clusters Score -1053352 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -1053366.375000 Penalty: 4569.022949
	Iteration 73Q: 3 clusters Score -1053366 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1053379.500000 Penalty: 4569.022949
	Iteration 74Q: 3 clusters Score -1053380 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1053391.625000 Penalty: 4569.022949
	Iteration 75Q: 3 clusters Score -1053392 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1053401.250000 Penalty: 4569.022949
	Iteration 76Q: 3 clusters Score -1053401 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1053409.625000 Penalty: 4569.022949
	Iteration 77Q: 3 clusters Score -1053410 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -1053422.500000 Penalty: 4569.022949
	Iteration 78Q: 3 clusters Score -1053422 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -1053431.000000 Penalty: 4569.022949
	Iteration 79Q: 3 clusters Score -1053431 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -1053442.250000 Penalty: 4569.022949
	Iteration 80F: 3 clusters Score -1053442 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1053450.750000 Penalty: 4569.022949
	Iteration 81Q: 3 clusters Score -1053451 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -1053460.125000 Penalty: 4569.022949
	Iteration 82Q: 3 clusters Score -1053460 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1053470.125000 Penalty: 4569.022949
	Iteration 83Q: 3 clusters Score -1053470 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1053478.750000 Penalty: 4569.022949
	Iteration 84Q: 3 clusters Score -1053479 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1053482.375000 Penalty: 4569.022949
	Iteration 85Q: 3 clusters Score -1053482 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1053486.625000 Penalty: 4569.022949
	Iteration 86Q: 3 clusters Score -1053487 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -1053492.125000 Penalty: 4569.022949
	Iteration 87Q: 3 clusters Score -1053492 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1053497.000000 Penalty: 4569.022949
	Iteration 88Q: 3 clusters Score -1053497 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1053500.500000 Penalty: 4569.022949
	Iteration 89Q: 3 clusters Score -1053500 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1053504.250000 Penalty: 4569.022949
	Iteration 90Q: 3 clusters Score -1053504 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1053509.375000 Penalty: 4569.022949
	Iteration 91Q: 3 clusters Score -1053509 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1053516.875000 Penalty: 4569.022949
	Iteration 92Q: 3 clusters Score -1053517 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1053518.500000 Penalty: 4569.022949
	Iteration 93Q: 3 clusters Score -1053518 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1053525.125000 Penalty: 4569.022949
	Iteration 94Q: 3 clusters Score -1053525 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1053527.750000 Penalty: 4569.022949
	Iteration 95Q: 3 clusters Score -1053528 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1053531.750000 Penalty: 4569.022949
	Iteration 96Q: 3 clusters Score -1053532 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1053534.250000 Penalty: 4569.022949
	Iteration 97Q: 3 clusters Score -1053534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1053535.125000 Penalty: 4569.022949
	Iteration 98Q: 3 clusters Score -1053535 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1053534.875000 Penalty: 4569.022949
	Iteration 99Q: 3 clusters Score -1053535 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1053536.000000 Penalty: 4569.022949
	Iteration 100F: 3 clusters Score -1053536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1053538.750000 Penalty: 4569.022949
	Iteration 101Q: 3 clusters Score -1053539 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1053540.250000 Penalty: 4569.022949
	Iteration 102Q: 3 clusters Score -1053540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1053540.000000 Penalty: 4569.022949
	Iteration 103Q: 3 clusters Score -1053540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1053543.625000 Penalty: 4569.022949
	Iteration 104Q: 3 clusters Score -1053544 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1053548.375000 Penalty: 4569.022949
	Iteration 105Q: 3 clusters Score -1053548 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1053549.875000 Penalty: 4569.022949
	Iteration 106Q: 3 clusters Score -1053550 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1053556.500000 Penalty: 4569.022949
	Iteration 107Q: 3 clusters Score -1053556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1053559.125000 Penalty: 4569.022949
	Iteration 108Q: 3 clusters Score -1053559 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1053560.750000 Penalty: 4569.022949
	Iteration 109Q: 3 clusters Score -1053561 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1053561.375000 Penalty: 4569.022949
	Iteration 110Q: 3 clusters Score -1053561 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1053564.250000 Penalty: 4569.022949
	Iteration 111Q: 3 clusters Score -1053564 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1053564.250000 Penalty: 4569.022949
	Iteration 112F: 3 clusters Score -1053564 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Entering Unmasked Estep 
Score: -193283.390625 Penalty: 1886.384155
	Iteration 0F: 2 clusters Score -193283.4 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 981 members 
Entering Unmasked Estep 
Score: -190669.875000 Penalty: 3772.768311
	Iteration 0F: 3 clusters Score -190669.9 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -191372.921875 Penalty: 3772.768311
	Iteration 1F: 3 clusters Score -191372.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -191735.718750 Penalty: 3772.768311
	Iteration 2F: 3 clusters Score -191735.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -191999.593750 Penalty: 3772.768311
	Iteration 3F: 3 clusters Score -191999.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -192264.890625 Penalty: 3772.768311
	Iteration 4F: 3 clusters Score -192264.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -192469.156250 Penalty: 3772.768311
	Iteration 5F: 3 clusters Score -192469.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -192627.687500 Penalty: 3772.768311
	Iteration 6Q: 3 clusters Score -192627.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -192720.781250 Penalty: 3772.768311
	Iteration 7Q: 3 clusters Score -192720.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -192763.671875 Penalty: 3772.768311
	Iteration 8Q: 3 clusters Score -192763.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -192800.546875 Penalty: 3772.768311
	Iteration 9Q: 3 clusters Score -192800.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -192839.078125 Penalty: 3772.768311
	Iteration 10Q: 3 clusters Score -192839.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -192862.281250 Penalty: 3772.768311
	Iteration 11Q: 3 clusters Score -192862.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -192880.406250 Penalty: 3772.768311
	Iteration 12Q: 3 clusters Score -192880.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -192893.687500 Penalty: 3772.768311
	Iteration 13Q: 3 clusters Score -192893.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -192900.468750 Penalty: 3772.768311
	Iteration 14Q: 3 clusters Score -192900.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -192907.000000 Penalty: 3772.768311
	Iteration 15Q: 3 clusters Score -192907 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -192912.296875 Penalty: 3772.768311
	Iteration 16Q: 3 clusters Score -192912.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -192914.828125 Penalty: 3772.768311
	Iteration 17Q: 3 clusters Score -192914.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -192915.515625 Penalty: 3772.768311
	Iteration 18Q: 3 clusters Score -192915.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -192915.515625 Penalty: 3772.768311
	Iteration 19F: 3 clusters Score -192915.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Entering Unmasked Estep 
Score: -397731.687500 Penalty: 2023.312012
	Iteration 0F: 2 clusters Score -397731.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -394171.531250 Penalty: 4046.624023
	Iteration 0F: 3 clusters Score -394171.5 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -394937.812500 Penalty: 4046.624023
	Iteration 1F: 3 clusters Score -394937.8 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -395117.281250 Penalty: 4046.624023
	Iteration 2F: 3 clusters Score -395117.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -395228.937500 Penalty: 4046.624023
	Iteration 3F: 3 clusters Score -395228.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -395305.093750 Penalty: 4046.624023
	Iteration 4Q: 3 clusters Score -395305.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -395359.250000 Penalty: 4046.624023
	Iteration 5Q: 3 clusters Score -395359.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -395397.593750 Penalty: 4046.624023
	Iteration 6Q: 3 clusters Score -395397.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -395433.812500 Penalty: 4046.624023
	Iteration 7Q: 3 clusters Score -395433.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -395467.312500 Penalty: 4046.624023
	Iteration 8Q: 3 clusters Score -395467.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -395501.218750 Penalty: 4046.624023
	Iteration 9Q: 3 clusters Score -395501.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -395526.500000 Penalty: 4046.624023
	Iteration 10Q: 3 clusters Score -395526.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -395548.093750 Penalty: 4046.624023
	Iteration 11Q: 3 clusters Score -395548.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -395568.343750 Penalty: 4046.624023
	Iteration 12Q: 3 clusters Score -395568.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -395585.687500 Penalty: 4046.624023
	Iteration 13Q: 3 clusters Score -395585.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -395604.031250 Penalty: 4046.624023
	Iteration 14Q: 3 clusters Score -395604 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -395622.937500 Penalty: 4046.624023
	Iteration 15Q: 3 clusters Score -395622.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -395642.781250 Penalty: 4046.624023
	Iteration 16Q: 3 clusters Score -395642.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -395665.875000 Penalty: 4046.624023
	Iteration 17Q: 3 clusters Score -395665.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -395692.687500 Penalty: 4046.624023
	Iteration 18Q: 3 clusters Score -395692.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -395721.031250 Penalty: 4046.624023
	Iteration 19Q: 3 clusters Score -395721 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -395748.375000 Penalty: 4046.624023
	Iteration 20F: 3 clusters Score -395748.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -395776.781250 Penalty: 4046.624023
	Iteration 21Q: 3 clusters Score -395776.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -395807.593750 Penalty: 4046.624023
	Iteration 22Q: 3 clusters Score -395807.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -395840.375000 Penalty: 4046.624023
	Iteration 23Q: 3 clusters Score -395840.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -395875.281250 Penalty: 4046.624023
	Iteration 24Q: 3 clusters Score -395875.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -395911.375000 Penalty: 4046.624023
	Iteration 25Q: 3 clusters Score -395911.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -395940.500000 Penalty: 4046.624023
	Iteration 26Q: 3 clusters Score -395940.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -395969.593750 Penalty: 4046.624023
	Iteration 27Q: 3 clusters Score -395969.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -396005.000000 Penalty: 4046.624023
	Iteration 28Q: 3 clusters Score -396005 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -396039.750000 Penalty: 4046.624023
	Iteration 29Q: 3 clusters Score -396039.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -396076.718750 Penalty: 4046.624023
	Iteration 30Q: 3 clusters Score -396076.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -396096.593750 Penalty: 4046.624023
	Iteration 31Q: 3 clusters Score -396096.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -396108.062500 Penalty: 4046.624023
	Iteration 32Q: 3 clusters Score -396108.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -396116.468750 Penalty: 4046.624023
	Iteration 33Q: 3 clusters Score -396116.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -396128.937500 Penalty: 4046.624023
	Iteration 34Q: 3 clusters Score -396128.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -396146.187500 Penalty: 4046.624023
	Iteration 35Q: 3 clusters Score -396146.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -396164.343750 Penalty: 4046.624023
	Iteration 36Q: 3 clusters Score -396164.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -396179.000000 Penalty: 4046.624023
	Iteration 37Q: 3 clusters Score -396179 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -396186.718750 Penalty: 4046.624023
	Iteration 38Q: 3 clusters Score -396186.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -396193.593750 Penalty: 4046.624023
	Iteration 39Q: 3 clusters Score -396193.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -396202.375000 Penalty: 4046.624023
	Iteration 40F: 3 clusters Score -396202.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -396216.812500 Penalty: 4046.624023
	Iteration 41Q: 3 clusters Score -396216.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -396237.125000 Penalty: 4046.624023
	Iteration 42Q: 3 clusters Score -396237.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -396253.093750 Penalty: 4046.624023
	Iteration 43Q: 3 clusters Score -396253.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -396269.125000 Penalty: 4046.624023
	Iteration 44Q: 3 clusters Score -396269.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -396278.562500 Penalty: 4046.624023
	Iteration 45Q: 3 clusters Score -396278.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -396293.375000 Penalty: 4046.624023
	Iteration 46Q: 3 clusters Score -396293.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -396301.843750 Penalty: 4046.624023
	Iteration 47Q: 3 clusters Score -396301.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -396309.156250 Penalty: 4046.624023
	Iteration 48Q: 3 clusters Score -396309.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -396313.093750 Penalty: 4046.624023
	Iteration 49Q: 3 clusters Score -396313.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -396316.968750 Penalty: 4046.624023
	Iteration 50Q: 3 clusters Score -396317 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -396320.375000 Penalty: 4046.624023
	Iteration 51Q: 3 clusters Score -396320.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -396321.437500 Penalty: 4046.624023
	Iteration 52Q: 3 clusters Score -396321.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -396322.625000 Penalty: 4046.624023
	Iteration 53Q: 3 clusters Score -396322.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -396325.875000 Penalty: 4046.624023
	Iteration 54Q: 3 clusters Score -396325.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -396325.437500 Penalty: 4046.624023
	Iteration 55Q: 3 clusters Score -396325.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -396326.156250 Penalty: 4046.624023
	Iteration 56Q: 3 clusters Score -396326.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -396325.968750 Penalty: 4046.624023
	Iteration 57Q: 3 clusters Score -396326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -396327.000000 Penalty: 4046.624023
	Iteration 58Q: 3 clusters Score -396327 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -396327.687500 Penalty: 4046.624023
	Iteration 59Q: 3 clusters Score -396327.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -396327.687500 Penalty: 4046.624023
	Iteration 60F: 3 clusters Score -396327.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (28906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28906 members 
Entering Unmasked Estep 
Score: -3221897.750000 Penalty: 2547.407715
	Iteration 0F: 2 clusters Score -3221898 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14459 members 
Mstep: Class 2 contains 14447 members 
Entering Unmasked Estep 
Score: -3202089.250000 Penalty: 5094.815430
	Iteration 0F: 3 clusters Score -3202089 nChanged 13019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14720 members 
Mstep: Class 2 contains 14186 members 
Entering Unmasked Estep 
Score: -3209243.750000 Penalty: 5094.815430
	Iteration 1F: 3 clusters Score -3209244 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14871 members 
Mstep: Class 2 contains 14035 members 
Entering Unmasked Estep 
Score: -3209884.500000 Penalty: 5094.815430
	Iteration 2F: 3 clusters Score -3209884 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15097 members 
Mstep: Class 2 contains 13809 members 
Entering Unmasked Estep 
Score: -3210500.250000 Penalty: 5094.815430
	Iteration 3F: 3 clusters Score -3210500 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15330 members 
Mstep: Class 2 contains 13576 members 
Entering Unmasked Estep 
Score: -3211100.000000 Penalty: 5094.815430
	Iteration 4Q: 3 clusters Score -3211100 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15539 members 
Mstep: Class 2 contains 13367 members 
Entering Unmasked Estep 
Score: -3211673.250000 Penalty: 5094.815430
	Iteration 5Q: 3 clusters Score -3211673 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15757 members 
Mstep: Class 2 contains 13149 members 
Entering Unmasked Estep 
Score: -3212171.500000 Penalty: 5094.815430
	Iteration 6Q: 3 clusters Score -3212172 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16025 members 
Mstep: Class 2 contains 12881 members 
Entering Unmasked Estep 
Score: -3212680.750000 Penalty: 5094.815430
	Iteration 7Q: 3 clusters Score -3212681 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16317 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -3213260.250000 Penalty: 5094.815430
	Iteration 8Q: 3 clusters Score -3213260 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16623 members 
Mstep: Class 2 contains 12283 members 
Entering Unmasked Estep 
Score: -3213924.250000 Penalty: 5094.815430
	Iteration 9Q: 3 clusters Score -3213924 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17009 members 
Mstep: Class 2 contains 11897 members 
Entering Unmasked Estep 
Score: -3214608.500000 Penalty: 5094.815430
	Iteration 10Q: 3 clusters Score -3214608 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17420 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -3215172.000000 Penalty: 5094.815430
	Iteration 11Q: 3 clusters Score -3215172 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17794 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -3215550.250000 Penalty: 5094.815430
	Iteration 12Q: 3 clusters Score -3215550 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18139 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -3215824.500000 Penalty: 5094.815430
	Iteration 13Q: 3 clusters Score -3215824 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18445 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -3215988.000000 Penalty: 5094.815430
	Iteration 14Q: 3 clusters Score -3215988 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18739 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -3216097.750000 Penalty: 5094.815430
	Iteration 15Q: 3 clusters Score -3216098 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19043 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -3216194.250000 Penalty: 5094.815430
	Iteration 16Q: 3 clusters Score -3216194 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19352 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -3216284.750000 Penalty: 5094.815430
	Iteration 17Q: 3 clusters Score -3216285 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19719 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -3216390.750000 Penalty: 5094.815430
	Iteration 18Q: 3 clusters Score -3216391 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20107 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -3216524.500000 Penalty: 5094.815430
	Iteration 19Q: 3 clusters Score -3216524 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20494 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -3216656.250000 Penalty: 5094.815430
	Iteration 20F: 3 clusters Score -3216656 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20897 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -3216793.750000 Penalty: 5094.815430
	Iteration 21Q: 3 clusters Score -3216794 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21315 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -3216948.500000 Penalty: 5094.815430
	Iteration 22Q: 3 clusters Score -3216948 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21769 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -3217128.750000 Penalty: 5094.815430
	Iteration 23Q: 3 clusters Score -3217129 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22241 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -3217346.000000 Penalty: 5094.815430
	Iteration 24Q: 3 clusters Score -3217346 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22731 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -3217562.500000 Penalty: 5094.815430
	Iteration 25Q: 3 clusters Score -3217562 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23231 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -3217782.000000 Penalty: 5094.815430
	Iteration 26Q: 3 clusters Score -3217782 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23716 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -3218020.500000 Penalty: 5094.815430
	Iteration 27Q: 3 clusters Score -3218020 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24185 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -3218259.250000 Penalty: 5094.815430
	Iteration 28Q: 3 clusters Score -3218259 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24635 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -3218463.250000 Penalty: 5094.815430
	Iteration 29Q: 3 clusters Score -3218463 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25031 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -3218619.000000 Penalty: 5094.815430
	Iteration 30Q: 3 clusters Score -3218619 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25418 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -3218802.000000 Penalty: 5094.815430
	Iteration 31Q: 3 clusters Score -3218802 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25762 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -3218949.250000 Penalty: 5094.815430
	Iteration 32Q: 3 clusters Score -3218949 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26064 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -3219097.000000 Penalty: 5094.815430
	Iteration 33Q: 3 clusters Score -3219097 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26341 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -3219241.000000 Penalty: 5094.815430
	Iteration 34Q: 3 clusters Score -3219241 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26588 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -3219347.750000 Penalty: 5094.815430
	Iteration 35Q: 3 clusters Score -3219348 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26798 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -3219449.500000 Penalty: 5094.815430
	Iteration 36Q: 3 clusters Score -3219450 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26961 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -3219519.250000 Penalty: 5094.815430
	Iteration 37Q: 3 clusters Score -3219519 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27095 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -3219571.750000 Penalty: 5094.815430
	Iteration 38Q: 3 clusters Score -3219572 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27218 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -3219611.500000 Penalty: 5094.815430
	Iteration 39Q: 3 clusters Score -3219612 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27298 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -3219648.500000 Penalty: 5094.815430
	Iteration 40F: 3 clusters Score -3219648 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27370 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -3219676.000000 Penalty: 5094.815430
	Iteration 41Q: 3 clusters Score -3219676 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27417 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -3219698.750000 Penalty: 5094.815430
	Iteration 42Q: 3 clusters Score -3219699 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27471 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -3219724.750000 Penalty: 5094.815430
	Iteration 43Q: 3 clusters Score -3219725 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27522 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -3219757.250000 Penalty: 5094.815430
	Iteration 44Q: 3 clusters Score -3219757 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27557 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -3219771.000000 Penalty: 5094.815430
	Iteration 45Q: 3 clusters Score -3219771 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27590 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -3219789.750000 Penalty: 5094.815430
	Iteration 46Q: 3 clusters Score -3219790 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27623 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -3219802.000000 Penalty: 5094.815430
	Iteration 47Q: 3 clusters Score -3219802 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27656 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -3219817.500000 Penalty: 5094.815430
	Iteration 48Q: 3 clusters Score -3219818 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27684 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -3219830.750000 Penalty: 5094.815430
	Iteration 49Q: 3 clusters Score -3219831 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27704 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -3219831.750000 Penalty: 5094.815430
	Iteration 50Q: 3 clusters Score -3219832 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27721 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -3219840.500000 Penalty: 5094.815430
	Iteration 51Q: 3 clusters Score -3219840 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27742 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -3219845.000000 Penalty: 5094.815430
	Iteration 52Q: 3 clusters Score -3219845 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27759 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -3219861.000000 Penalty: 5094.815430
	Iteration 53Q: 3 clusters Score -3219861 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27774 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -3219866.250000 Penalty: 5094.815430
	Iteration 54Q: 3 clusters Score -3219866 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27791 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -3219863.500000 Penalty: 5094.815430
	Iteration 55Q: 3 clusters Score -3219864 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27804 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -3219871.000000 Penalty: 5094.815430
	Iteration 56Q: 3 clusters Score -3219871 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27812 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -3219884.750000 Penalty: 5094.815430
	Iteration 57Q: 3 clusters Score -3219885 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27821 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -3219882.750000 Penalty: 5094.815430
	Iteration 58Q: 3 clusters Score -3219883 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27829 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -3219883.000000 Penalty: 5094.815430
	Iteration 59Q: 3 clusters Score -3219883 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27836 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -3219891.500000 Penalty: 5094.815430
	Iteration 60F: 3 clusters Score -3219892 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27843 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -3219893.250000 Penalty: 5094.815430
	Iteration 61Q: 3 clusters Score -3219893 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27850 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -3219894.750000 Penalty: 5094.815430
	Iteration 62Q: 3 clusters Score -3219895 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27859 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -3219894.500000 Penalty: 5094.815430
	Iteration 63Q: 3 clusters Score -3219894 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27867 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -3219895.000000 Penalty: 5094.815430
	Iteration 64Q: 3 clusters Score -3219895 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27879 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -3219896.000000 Penalty: 5094.815430
	Iteration 65Q: 3 clusters Score -3219896 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27886 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -3219896.750000 Penalty: 5094.815430
	Iteration 66Q: 3 clusters Score -3219897 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27890 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -3219898.750000 Penalty: 5094.815430
	Iteration 67Q: 3 clusters Score -3219899 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27890 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -3219901.250000 Penalty: 5094.815430
	Iteration 68Q: 3 clusters Score -3219901 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27890 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -3219901.250000 Penalty: 5094.815430
	Iteration 69F: 3 clusters Score -3219901 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (30117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30117 members 
Entering Unmasked Estep 
Score: -3240712.250000 Penalty: 2557.585693
	Iteration 0F: 2 clusters Score -3240712 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15134 members 
Mstep: Class 2 contains 14983 members 
Entering Unmasked Estep 
Score: -3219869.250000 Penalty: 5115.171387
	Iteration 0F: 3 clusters Score -3219869 nChanged 13694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15426 members 
Mstep: Class 2 contains 14691 members 
Entering Unmasked Estep 
Score: -3227577.000000 Penalty: 5115.171387
	Iteration 1F: 3 clusters Score -3227577 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15608 members 
Mstep: Class 2 contains 14509 members 
Entering Unmasked Estep 
Score: -3228358.750000 Penalty: 5115.171387
	Iteration 2F: 3 clusters Score -3228359 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15842 members 
Mstep: Class 2 contains 14275 members 
Entering Unmasked Estep 
Score: -3229126.500000 Penalty: 5115.171387
	Iteration 3F: 3 clusters Score -3229126 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16166 members 
Mstep: Class 2 contains 13951 members 
Entering Unmasked Estep 
Score: -3229820.500000 Penalty: 5115.171387
	Iteration 4F: 3 clusters Score -3229820 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16566 members 
Mstep: Class 2 contains 13551 members 
Entering Unmasked Estep 
Score: -3230524.750000 Penalty: 5115.171387
	Iteration 5Q: 3 clusters Score -3230525 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17034 members 
Mstep: Class 2 contains 13083 members 
Entering Unmasked Estep 
Score: -3231242.250000 Penalty: 5115.171387
	Iteration 6Q: 3 clusters Score -3231242 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17560 members 
Mstep: Class 2 contains 12557 members 
Entering Unmasked Estep 
Score: -3232035.750000 Penalty: 5115.171387
	Iteration 7Q: 3 clusters Score -3232036 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18208 members 
Mstep: Class 2 contains 11909 members 
Entering Unmasked Estep 
Score: -3232869.500000 Penalty: 5115.171387
	Iteration 8Q: 3 clusters Score -3232870 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18909 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -3233657.250000 Penalty: 5115.171387
	Iteration 9Q: 3 clusters Score -3233657 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19592 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -3234337.250000 Penalty: 5115.171387
	Iteration 10Q: 3 clusters Score -3234337 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20282 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -3234932.500000 Penalty: 5115.171387
	Iteration 11Q: 3 clusters Score -3234932 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20864 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -3235392.000000 Penalty: 5115.171387
	Iteration 12Q: 3 clusters Score -3235392 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21386 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -3235740.750000 Penalty: 5115.171387
	Iteration 13Q: 3 clusters Score -3235741 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21854 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -3236009.500000 Penalty: 5115.171387
	Iteration 14Q: 3 clusters Score -3236010 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22298 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -3236234.250000 Penalty: 5115.171387
	Iteration 15Q: 3 clusters Score -3236234 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22716 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -3236459.250000 Penalty: 5115.171387
	Iteration 16Q: 3 clusters Score -3236459 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23147 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -3236645.250000 Penalty: 5115.171387
	Iteration 17Q: 3 clusters Score -3236645 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23554 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -3236829.250000 Penalty: 5115.171387
	Iteration 18Q: 3 clusters Score -3236829 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23939 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -3236976.000000 Penalty: 5115.171387
	Iteration 19Q: 3 clusters Score -3236976 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24305 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -3237145.250000 Penalty: 5115.171387
	Iteration 20F: 3 clusters Score -3237145 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24674 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -3237323.750000 Penalty: 5115.171387
	Iteration 21Q: 3 clusters Score -3237324 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25029 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -3237476.750000 Penalty: 5115.171387
	Iteration 22Q: 3 clusters Score -3237477 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25358 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -3237614.000000 Penalty: 5115.171387
	Iteration 23Q: 3 clusters Score -3237614 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25641 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -3237722.000000 Penalty: 5115.171387
	Iteration 24Q: 3 clusters Score -3237722 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25895 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -3237815.250000 Penalty: 5115.171387
	Iteration 25Q: 3 clusters Score -3237815 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26145 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -3237916.000000 Penalty: 5115.171387
	Iteration 26Q: 3 clusters Score -3237916 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26382 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -3238011.000000 Penalty: 5115.171387
	Iteration 27Q: 3 clusters Score -3238011 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26609 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -3238077.500000 Penalty: 5115.171387
	Iteration 28Q: 3 clusters Score -3238078 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26780 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -3238145.750000 Penalty: 5115.171387
	Iteration 29Q: 3 clusters Score -3238146 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26944 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -3238192.250000 Penalty: 5115.171387
	Iteration 30Q: 3 clusters Score -3238192 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27112 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -3238253.500000 Penalty: 5115.171387
	Iteration 31Q: 3 clusters Score -3238254 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27255 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -3238305.500000 Penalty: 5115.171387
	Iteration 32Q: 3 clusters Score -3238306 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27408 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -3238368.000000 Penalty: 5115.171387
	Iteration 33Q: 3 clusters Score -3238368 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27553 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -3238424.000000 Penalty: 5115.171387
	Iteration 34Q: 3 clusters Score -3238424 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27693 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -3238473.250000 Penalty: 5115.171387
	Iteration 35Q: 3 clusters Score -3238473 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27799 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -3238516.500000 Penalty: 5115.171387
	Iteration 36Q: 3 clusters Score -3238516 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27889 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -3238549.000000 Penalty: 5115.171387
	Iteration 37Q: 3 clusters Score -3238549 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28005 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -3238601.250000 Penalty: 5115.171387
	Iteration 38Q: 3 clusters Score -3238601 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28085 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -3238631.750000 Penalty: 5115.171387
	Iteration 39Q: 3 clusters Score -3238632 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28138 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -3238658.000000 Penalty: 5115.171387
	Iteration 40F: 3 clusters Score -3238658 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28190 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -3238681.250000 Penalty: 5115.171387
	Iteration 41Q: 3 clusters Score -3238681 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28230 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -3238700.250000 Penalty: 5115.171387
	Iteration 42Q: 3 clusters Score -3238700 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28268 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -3238708.000000 Penalty: 5115.171387
	Iteration 43Q: 3 clusters Score -3238708 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28305 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -3238713.750000 Penalty: 5115.171387
	Iteration 44Q: 3 clusters Score -3238714 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28356 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -3238740.500000 Penalty: 5115.171387
	Iteration 45Q: 3 clusters Score -3238740 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28403 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -3238774.250000 Penalty: 5115.171387
	Iteration 46Q: 3 clusters Score -3238774 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28443 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -3238782.250000 Penalty: 5115.171387
	Iteration 47Q: 3 clusters Score -3238782 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28474 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -3238790.500000 Penalty: 5115.171387
	Iteration 48Q: 3 clusters Score -3238790 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28505 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -3238804.750000 Penalty: 5115.171387
	Iteration 49Q: 3 clusters Score -3238805 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28538 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -3238811.500000 Penalty: 5115.171387
	Iteration 50Q: 3 clusters Score -3238812 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28565 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -3238822.500000 Penalty: 5115.171387
	Iteration 51Q: 3 clusters Score -3238822 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28597 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -3238830.750000 Penalty: 5115.171387
	Iteration 52Q: 3 clusters Score -3238831 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28612 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -3238842.500000 Penalty: 5115.171387
	Iteration 53Q: 3 clusters Score -3238842 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28630 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -3238856.000000 Penalty: 5115.171387
	Iteration 54Q: 3 clusters Score -3238856 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28644 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -3238858.000000 Penalty: 5115.171387
	Iteration 55Q: 3 clusters Score -3238858 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28658 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -3238862.750000 Penalty: 5115.171387
	Iteration 56Q: 3 clusters Score -3238863 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28671 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -3238870.250000 Penalty: 5115.171387
	Iteration 57Q: 3 clusters Score -3238870 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28682 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -3238867.250000 Penalty: 5115.171387
	Iteration 58Q: 3 clusters Score -3238867 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28691 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -3238870.250000 Penalty: 5115.171387
	Iteration 59Q: 3 clusters Score -3238870 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28699 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -3238868.500000 Penalty: 5115.171387
	Iteration 60F: 3 clusters Score -3238868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28704 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -3238873.750000 Penalty: 5115.171387
	Iteration 61Q: 3 clusters Score -3238874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28707 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -3238878.750000 Penalty: 5115.171387
	Iteration 62Q: 3 clusters Score -3238879 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28711 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -3238874.250000 Penalty: 5115.171387
	Iteration 63Q: 3 clusters Score -3238874 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28722 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -3238879.500000 Penalty: 5115.171387
	Iteration 64Q: 3 clusters Score -3238880 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28727 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -3238884.250000 Penalty: 5115.171387
	Iteration 65Q: 3 clusters Score -3238884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28732 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -3238887.250000 Penalty: 5115.171387
	Iteration 66Q: 3 clusters Score -3238887 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28740 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -3238885.250000 Penalty: 5115.171387
	Iteration 67Q: 3 clusters Score -3238885 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28749 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -3238889.500000 Penalty: 5115.171387
	Iteration 68Q: 3 clusters Score -3238890 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28760 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -3238889.500000 Penalty: 5115.171387
	Iteration 69Q: 3 clusters Score -3238890 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28768 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -3238896.250000 Penalty: 5115.171387
	Iteration 70Q: 3 clusters Score -3238896 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28779 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -3238904.000000 Penalty: 5115.171387
	Iteration 71Q: 3 clusters Score -3238904 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28788 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -3238904.750000 Penalty: 5115.171387
	Iteration 72Q: 3 clusters Score -3238905 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28796 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -3238907.250000 Penalty: 5115.171387
	Iteration 73Q: 3 clusters Score -3238907 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28804 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -3238908.250000 Penalty: 5115.171387
	Iteration 74Q: 3 clusters Score -3238908 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28811 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -3238910.500000 Penalty: 5115.171387
	Iteration 75Q: 3 clusters Score -3238910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28816 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -3238914.000000 Penalty: 5115.171387
	Iteration 76Q: 3 clusters Score -3238914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28819 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -3238916.000000 Penalty: 5115.171387
	Iteration 77Q: 3 clusters Score -3238916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28824 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -3238917.250000 Penalty: 5115.171387
	Iteration 78Q: 3 clusters Score -3238917 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28826 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -3238917.000000 Penalty: 5115.171387
	Iteration 79Q: 3 clusters Score -3238917 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28828 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -3238916.500000 Penalty: 5115.171387
	Iteration 80F: 3 clusters Score -3238916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28827 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -3238914.250000 Penalty: 5115.171387
	Iteration 81Q: 3 clusters Score -3238914 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28827 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -3238914.250000 Penalty: 5115.171387
	Iteration 82F: 3 clusters Score -3238914 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (25488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25488 members 
Entering Unmasked Estep 
Score: -2968003.000000 Penalty: 2516.198730
	Iteration 0F: 2 clusters Score -2968003 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 12645 members 
Entering Unmasked Estep 
Score: -2950459.250000 Penalty: 5032.397461
	Iteration 0F: 3 clusters Score -2950459 nChanged 11345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13278 members 
Mstep: Class 2 contains 12210 members 
Entering Unmasked Estep 
Score: -2956542.000000 Penalty: 5032.397461
	Iteration 1F: 3 clusters Score -2956542 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13545 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -2956942.500000 Penalty: 5032.397461
	Iteration 2Q: 3 clusters Score -2956942 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -2957334.750000 Penalty: 5032.397461
	Iteration 3Q: 3 clusters Score -2957335 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14515 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -2957731.250000 Penalty: 5032.397461
	Iteration 4Q: 3 clusters Score -2957731 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15268 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -2958181.000000 Penalty: 5032.397461
	Iteration 5Q: 3 clusters Score -2958181 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16286 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -2958788.750000 Penalty: 5032.397461
	Iteration 6Q: 3 clusters Score -2958789 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17534 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -2959566.500000 Penalty: 5032.397461
	Iteration 7F: 3 clusters Score -2959566 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18988 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -2960552.250000 Penalty: 5032.397461
	Iteration 8F: 3 clusters Score -2960552 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20525 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -2961701.750000 Penalty: 5032.397461
	Iteration 9F: 3 clusters Score -2961702 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21965 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -2962805.250000 Penalty: 5032.397461
	Iteration 10F: 3 clusters Score -2962805 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23138 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -2963789.500000 Penalty: 5032.397461
	Iteration 11Q: 3 clusters Score -2963790 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24058 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -2964620.250000 Penalty: 5032.397461
	Iteration 12Q: 3 clusters Score -2964620 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24621 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -2965132.500000 Penalty: 5032.397461
	Iteration 13Q: 3 clusters Score -2965132 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24910 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -2965411.000000 Penalty: 5032.397461
	Iteration 14Q: 3 clusters Score -2965411 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25053 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -2965566.750000 Penalty: 5032.397461
	Iteration 15Q: 3 clusters Score -2965567 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25138 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -2965673.000000 Penalty: 5032.397461
	Iteration 16Q: 3 clusters Score -2965673 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25180 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -2965736.250000 Penalty: 5032.397461
	Iteration 17Q: 3 clusters Score -2965736 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25217 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -2965791.250000 Penalty: 5032.397461
	Iteration 18Q: 3 clusters Score -2965791 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25230 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -2965806.250000 Penalty: 5032.397461
	Iteration 19Q: 3 clusters Score -2965806 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25236 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -2965822.750000 Penalty: 5032.397461
	Iteration 20F: 3 clusters Score -2965823 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25240 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -2965829.750000 Penalty: 5032.397461
	Iteration 21Q: 3 clusters Score -2965830 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25248 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -2965840.750000 Penalty: 5032.397461
	Iteration 22Q: 3 clusters Score -2965841 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25250 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -2965845.250000 Penalty: 5032.397461
	Iteration 23Q: 3 clusters Score -2965845 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25252 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -2965851.250000 Penalty: 5032.397461
	Iteration 24Q: 3 clusters Score -2965851 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25256 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -2965852.500000 Penalty: 5032.397461
	Iteration 25Q: 3 clusters Score -2965852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25256 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -2965858.500000 Penalty: 5032.397461
	Iteration 26Q: 3 clusters Score -2965858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25255 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -2965858.500000 Penalty: 5032.397461
	Iteration 27Q: 3 clusters Score -2965858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25256 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -2965861.500000 Penalty: 5032.397461
	Iteration 28Q: 3 clusters Score -2965862 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25256 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -2965861.500000 Penalty: 5032.397461
	Iteration 29F: 3 clusters Score -2965862 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (10178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Entering Unmasked Estep 
Score: -1167447.625000 Penalty: 2288.539795
	Iteration 0F: 2 clusters Score -1167448 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1159667.000000 Penalty: 4577.079590
	Iteration 0F: 3 clusters Score -1159667 nChanged 4259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -1162049.000000 Penalty: 4577.079590
	Iteration 1F: 3 clusters Score -1162049 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -1162557.875000 Penalty: 4577.079590
	Iteration 2F: 3 clusters Score -1162558 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -1163017.375000 Penalty: 4577.079590
	Iteration 3F: 3 clusters Score -1163017 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -1163485.625000 Penalty: 4577.079590
	Iteration 4F: 3 clusters Score -1163486 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -1163893.625000 Penalty: 4577.079590
	Iteration 5F: 3 clusters Score -1163894 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -1164261.875000 Penalty: 4577.079590
	Iteration 6F: 3 clusters Score -1164262 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -1164537.750000 Penalty: 4577.079590
	Iteration 7Q: 3 clusters Score -1164538 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -1164739.375000 Penalty: 4577.079590
	Iteration 8Q: 3 clusters Score -1164739 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -1164893.000000 Penalty: 4577.079590
	Iteration 9Q: 3 clusters Score -1164893 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -1165032.000000 Penalty: 4577.079590
	Iteration 10Q: 3 clusters Score -1165032 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -1165147.625000 Penalty: 4577.079590
	Iteration 11Q: 3 clusters Score -1165148 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -1165255.875000 Penalty: 4577.079590
	Iteration 12Q: 3 clusters Score -1165256 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -1165345.750000 Penalty: 4577.079590
	Iteration 13Q: 3 clusters Score -1165346 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -1165417.500000 Penalty: 4577.079590
	Iteration 14Q: 3 clusters Score -1165418 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -1165494.125000 Penalty: 4577.079590
	Iteration 15Q: 3 clusters Score -1165494 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -1165565.250000 Penalty: 4577.079590
	Iteration 16Q: 3 clusters Score -1165565 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -1165616.500000 Penalty: 4577.079590
	Iteration 17Q: 3 clusters Score -1165616 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -1165655.375000 Penalty: 4577.079590
	Iteration 18Q: 3 clusters Score -1165655 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -1165685.125000 Penalty: 4577.079590
	Iteration 19Q: 3 clusters Score -1165685 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -1165712.625000 Penalty: 4577.079590
	Iteration 20F: 3 clusters Score -1165713 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -1165741.875000 Penalty: 4577.079590
	Iteration 21Q: 3 clusters Score -1165742 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -1165767.500000 Penalty: 4577.079590
	Iteration 22Q: 3 clusters Score -1165768 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -1165789.125000 Penalty: 4577.079590
	Iteration 23Q: 3 clusters Score -1165789 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -1165817.125000 Penalty: 4577.079590
	Iteration 24Q: 3 clusters Score -1165817 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -1165840.375000 Penalty: 4577.079590
	Iteration 25Q: 3 clusters Score -1165840 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -1165858.375000 Penalty: 4577.079590
	Iteration 26Q: 3 clusters Score -1165858 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -1165871.875000 Penalty: 4577.079590
	Iteration 27Q: 3 clusters Score -1165872 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -1165882.000000 Penalty: 4577.079590
	Iteration 28Q: 3 clusters Score -1165882 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -1165892.375000 Penalty: 4577.079590
	Iteration 29Q: 3 clusters Score -1165892 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -1165899.875000 Penalty: 4577.079590
	Iteration 30Q: 3 clusters Score -1165900 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -1165905.375000 Penalty: 4577.079590
	Iteration 31Q: 3 clusters Score -1165905 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -1165911.000000 Penalty: 4577.079590
	Iteration 32Q: 3 clusters Score -1165911 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -1165919.375000 Penalty: 4577.079590
	Iteration 33Q: 3 clusters Score -1165919 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -1165923.750000 Penalty: 4577.079590
	Iteration 34Q: 3 clusters Score -1165924 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -1165924.125000 Penalty: 4577.079590
	Iteration 35Q: 3 clusters Score -1165924 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -1165929.625000 Penalty: 4577.079590
	Iteration 36Q: 3 clusters Score -1165930 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -1165929.000000 Penalty: 4577.079590
	Iteration 37Q: 3 clusters Score -1165929 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -1165931.750000 Penalty: 4577.079590
	Iteration 38Q: 3 clusters Score -1165932 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -1165935.125000 Penalty: 4577.079590
	Iteration 39Q: 3 clusters Score -1165935 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -1165939.250000 Penalty: 4577.079590
	Iteration 40F: 3 clusters Score -1165939 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -1165943.500000 Penalty: 4577.079590
	Iteration 41Q: 3 clusters Score -1165944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -1165943.625000 Penalty: 4577.079590
	Iteration 42Q: 3 clusters Score -1165944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -1165945.000000 Penalty: 4577.079590
	Iteration 43Q: 3 clusters Score -1165945 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -1165949.625000 Penalty: 4577.079590
	Iteration 44Q: 3 clusters Score -1165950 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -1165949.000000 Penalty: 4577.079590
	Iteration 45Q: 3 clusters Score -1165949 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -1165950.375000 Penalty: 4577.079590
	Iteration 46Q: 3 clusters Score -1165950 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -1165951.125000 Penalty: 4577.079590
	Iteration 47Q: 3 clusters Score -1165951 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -1165949.250000 Penalty: 4577.079590
	Iteration 48Q: 3 clusters Score -1165949 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -1165949.250000 Penalty: 4577.079590
	Iteration 49F: 3 clusters Score -1165949 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (11052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Entering Unmasked Estep 
Score: -1247663.250000 Penalty: 2308.970947
	Iteration 0F: 2 clusters Score -1247663 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -1239287.875000 Penalty: 4617.941895
	Iteration 0F: 3 clusters Score -1239288 nChanged 4737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -1242030.625000 Penalty: 4617.941895
	Iteration 1F: 3 clusters Score -1242031 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -1242546.750000 Penalty: 4617.941895
	Iteration 2F: 3 clusters Score -1242547 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -1243016.000000 Penalty: 4617.941895
	Iteration 3F: 3 clusters Score -1243016 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -1243420.625000 Penalty: 4617.941895
	Iteration 4F: 3 clusters Score -1243421 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -1243737.000000 Penalty: 4617.941895
	Iteration 5F: 3 clusters Score -1243737 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -1244031.125000 Penalty: 4617.941895
	Iteration 6Q: 3 clusters Score -1244031 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -1244255.625000 Penalty: 4617.941895
	Iteration 7Q: 3 clusters Score -1244256 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -1244443.375000 Penalty: 4617.941895
	Iteration 8Q: 3 clusters Score -1244443 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -1244619.125000 Penalty: 4617.941895
	Iteration 9Q: 3 clusters Score -1244619 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -1244765.750000 Penalty: 4617.941895
	Iteration 10Q: 3 clusters Score -1244766 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -1244924.250000 Penalty: 4617.941895
	Iteration 11Q: 3 clusters Score -1244924 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -1245076.875000 Penalty: 4617.941895
	Iteration 12Q: 3 clusters Score -1245077 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -1245214.125000 Penalty: 4617.941895
	Iteration 13Q: 3 clusters Score -1245214 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -1245336.125000 Penalty: 4617.941895
	Iteration 14Q: 3 clusters Score -1245336 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -1245430.625000 Penalty: 4617.941895
	Iteration 15Q: 3 clusters Score -1245431 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -1245524.500000 Penalty: 4617.941895
	Iteration 16Q: 3 clusters Score -1245524 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -1245632.500000 Penalty: 4617.941895
	Iteration 17Q: 3 clusters Score -1245632 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -1245730.750000 Penalty: 4617.941895
	Iteration 18Q: 3 clusters Score -1245731 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -1245817.625000 Penalty: 4617.941895
	Iteration 19Q: 3 clusters Score -1245818 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -1245885.750000 Penalty: 4617.941895
	Iteration 20F: 3 clusters Score -1245886 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -1245933.750000 Penalty: 4617.941895
	Iteration 21Q: 3 clusters Score -1245934 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -1245968.625000 Penalty: 4617.941895
	Iteration 22Q: 3 clusters Score -1245969 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -1246000.500000 Penalty: 4617.941895
	Iteration 23Q: 3 clusters Score -1246000 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -1246034.250000 Penalty: 4617.941895
	Iteration 24Q: 3 clusters Score -1246034 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -1246058.875000 Penalty: 4617.941895
	Iteration 25Q: 3 clusters Score -1246059 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -1246095.375000 Penalty: 4617.941895
	Iteration 26Q: 3 clusters Score -1246095 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -1246123.375000 Penalty: 4617.941895
	Iteration 27Q: 3 clusters Score -1246123 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -1246155.750000 Penalty: 4617.941895
	Iteration 28Q: 3 clusters Score -1246156 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -1246175.875000 Penalty: 4617.941895
	Iteration 29Q: 3 clusters Score -1246176 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -1246193.000000 Penalty: 4617.941895
	Iteration 30Q: 3 clusters Score -1246193 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -1246207.125000 Penalty: 4617.941895
	Iteration 31Q: 3 clusters Score -1246207 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -1246221.875000 Penalty: 4617.941895
	Iteration 32Q: 3 clusters Score -1246222 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -1246231.875000 Penalty: 4617.941895
	Iteration 33Q: 3 clusters Score -1246232 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -1246244.625000 Penalty: 4617.941895
	Iteration 34Q: 3 clusters Score -1246245 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -1246253.000000 Penalty: 4617.941895
	Iteration 35Q: 3 clusters Score -1246253 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -1246264.500000 Penalty: 4617.941895
	Iteration 36Q: 3 clusters Score -1246264 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -1246259.375000 Penalty: 4617.941895
	Iteration 37Q: 3 clusters Score -1246259 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -1246263.375000 Penalty: 4617.941895
	Iteration 38Q: 3 clusters Score -1246263 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -1246268.750000 Penalty: 4617.941895
	Iteration 39Q: 3 clusters Score -1246269 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -1246279.500000 Penalty: 4617.941895
	Iteration 40F: 3 clusters Score -1246280 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -1246286.625000 Penalty: 4617.941895
	Iteration 41Q: 3 clusters Score -1246287 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -1246290.500000 Penalty: 4617.941895
	Iteration 42Q: 3 clusters Score -1246290 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -1246295.250000 Penalty: 4617.941895
	Iteration 43Q: 3 clusters Score -1246295 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -1246298.625000 Penalty: 4617.941895
	Iteration 44Q: 3 clusters Score -1246299 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -1246300.000000 Penalty: 4617.941895
	Iteration 45Q: 3 clusters Score -1246300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -1246301.625000 Penalty: 4617.941895
	Iteration 46Q: 3 clusters Score -1246302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -1246300.875000 Penalty: 4617.941895
	Iteration 47Q: 3 clusters Score -1246301 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -1246300.000000 Penalty: 4617.941895
	Iteration 48Q: 3 clusters Score -1246300 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -1246301.875000 Penalty: 4617.941895
	Iteration 49Q: 3 clusters Score -1246302 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -1246309.500000 Penalty: 4617.941895
	Iteration 50Q: 3 clusters Score -1246310 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -1246315.875000 Penalty: 4617.941895
	Iteration 51Q: 3 clusters Score -1246316 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -1246314.000000 Penalty: 4617.941895
	Iteration 52Q: 3 clusters Score -1246314 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -1246318.875000 Penalty: 4617.941895
	Iteration 53Q: 3 clusters Score -1246319 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -1246319.250000 Penalty: 4617.941895
	Iteration 54Q: 3 clusters Score -1246319 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -1246320.750000 Penalty: 4617.941895
	Iteration 55Q: 3 clusters Score -1246321 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -1246320.750000 Penalty: 4617.941895
	Iteration 56Q: 3 clusters Score -1246321 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -1246324.000000 Penalty: 4617.941895
	Iteration 57Q: 3 clusters Score -1246324 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -1246322.375000 Penalty: 4617.941895
	Iteration 58Q: 3 clusters Score -1246322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -1246325.500000 Penalty: 4617.941895
	Iteration 59Q: 3 clusters Score -1246326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -1246324.625000 Penalty: 4617.941895
	Iteration 60F: 3 clusters Score -1246325 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -1246325.000000 Penalty: 4617.941895
	Iteration 61Q: 3 clusters Score -1246325 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -1246324.375000 Penalty: 4617.941895
	Iteration 62Q: 3 clusters Score -1246324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -1246323.750000 Penalty: 4617.941895
	Iteration 63Q: 3 clusters Score -1246324 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -1246323.750000 Penalty: 4617.941895
	Iteration 64F: 3 clusters Score -1246324 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (20582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20582 members 
Entering Unmasked Estep 
Score: -2362215.750000 Penalty: 2463.178711
	Iteration 0F: 2 clusters Score -2362216 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -2347653.250000 Penalty: 4926.357422
	Iteration 0F: 3 clusters Score -2347653 nChanged 9155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -2352511.500000 Penalty: 4926.357422
	Iteration 1F: 3 clusters Score -2352512 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -2353003.250000 Penalty: 4926.357422
	Iteration 2F: 3 clusters Score -2353003 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -2353536.250000 Penalty: 4926.357422
	Iteration 3F: 3 clusters Score -2353536 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
Score: -2354298.500000 Penalty: 4926.357422
	Iteration 4F: 3 clusters Score -2354298 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 13654 members 
Entering Unmasked Estep 
Score: -2355325.000000 Penalty: 4926.357422
	Iteration 5F: 3 clusters Score -2355325 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 14789 members 
Entering Unmasked Estep 
Score: -2356505.000000 Penalty: 4926.357422
	Iteration 6F: 3 clusters Score -2356505 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 15997 members 
Entering Unmasked Estep 
Score: -2357731.000000 Penalty: 4926.357422
	Iteration 7F: 3 clusters Score -2357731 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 17090 members 
Entering Unmasked Estep 
Score: -2358952.750000 Penalty: 4926.357422
	Iteration 8F: 3 clusters Score -2358953 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 17892 members 
Entering Unmasked Estep 
Score: -2360022.500000 Penalty: 4926.357422
	Iteration 9Q: 3 clusters Score -2360022 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 18374 members 
Entering Unmasked Estep 
Score: -2360829.500000 Penalty: 4926.357422
	Iteration 10Q: 3 clusters Score -2360830 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 18631 members 
Entering Unmasked Estep 
Score: -2361297.000000 Penalty: 4926.357422
	Iteration 11Q: 3 clusters Score -2361297 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 18800 members 
Entering Unmasked Estep 
Score: -2361503.750000 Penalty: 4926.357422
	Iteration 12Q: 3 clusters Score -2361504 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 18929 members 
Entering Unmasked Estep 
Score: -2361615.250000 Penalty: 4926.357422
	Iteration 13Q: 3 clusters Score -2361615 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 19017 members 
Entering Unmasked Estep 
Score: -2361681.500000 Penalty: 4926.357422
	Iteration 14Q: 3 clusters Score -2361682 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 19075 members 
Entering Unmasked Estep 
Score: -2361717.500000 Penalty: 4926.357422
	Iteration 15Q: 3 clusters Score -2361718 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 19109 members 
Entering Unmasked Estep 
Score: -2361738.500000 Penalty: 4926.357422
	Iteration 16Q: 3 clusters Score -2361738 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 19132 members 
Entering Unmasked Estep 
Score: -2361739.750000 Penalty: 4926.357422
	Iteration 17Q: 3 clusters Score -2361740 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 19147 members 
Entering Unmasked Estep 
Score: -2361743.500000 Penalty: 4926.357422
	Iteration 18Q: 3 clusters Score -2361744 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 19160 members 
Entering Unmasked Estep 
Score: -2361742.500000 Penalty: 4926.357422
	Iteration 19Q: 3 clusters Score -2361742 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 19168 members 
Entering Unmasked Estep 
Score: -2361748.250000 Penalty: 4926.357422
	Iteration 20F: 3 clusters Score -2361748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 19172 members 
Entering Unmasked Estep 
Score: -2361747.000000 Penalty: 4926.357422
	Iteration 21Q: 3 clusters Score -2361747 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 19174 members 
Entering Unmasked Estep 
Score: -2361749.250000 Penalty: 4926.357422
	Iteration 22Q: 3 clusters Score -2361749 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 19175 members 
Entering Unmasked Estep 
Score: -2361751.000000 Penalty: 4926.357422
	Iteration 23Q: 3 clusters Score -2361751 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 19175 members 
Entering Unmasked Estep 
Score: -2361751.000000 Penalty: 4926.357422
	Iteration 24F: 3 clusters Score -2361751 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Entering Unmasked Estep 
Score: -118465.328125 Penalty: 1740.119141
	Iteration 0F: 2 clusters Score -118465.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -116426.023438 Penalty: 3480.238281
	Iteration 0F: 3 clusters Score -116426 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -116740.460938 Penalty: 3480.238281
	Iteration 1F: 3 clusters Score -116740.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -116890.195312 Penalty: 3480.238281
	Iteration 2F: 3 clusters Score -116890.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -117071.085938 Penalty: 3480.238281
	Iteration 3F: 3 clusters Score -117071.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -117312.398438 Penalty: 3480.238281
	Iteration 4F: 3 clusters Score -117312.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -117508.664062 Penalty: 3480.238281
	Iteration 5F: 3 clusters Score -117508.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -117635.140625 Penalty: 3480.238281
	Iteration 6F: 3 clusters Score -117635.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -117719.382812 Penalty: 3480.238281
	Iteration 7Q: 3 clusters Score -117719.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -117802.617188 Penalty: 3480.238281
	Iteration 8Q: 3 clusters Score -117802.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -117847.929688 Penalty: 3480.238281
	Iteration 9Q: 3 clusters Score -117847.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -117870.453125 Penalty: 3480.238281
	Iteration 10Q: 3 clusters Score -117870.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -117890.640625 Penalty: 3480.238281
	Iteration 11Q: 3 clusters Score -117890.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -117895.031250 Penalty: 3480.238281
	Iteration 12Q: 3 clusters Score -117895 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -117897.875000 Penalty: 3480.238281
	Iteration 13Q: 3 clusters Score -117897.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -117902.578125 Penalty: 3480.238281
	Iteration 14Q: 3 clusters Score -117902.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -117902.578125 Penalty: 3480.238281
	Iteration 15F: 3 clusters Score -117902.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (4025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Entering Unmasked Estep 
Score: -441914.625000 Penalty: 2058.469482
	Iteration 0F: 2 clusters Score -441914.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -437971.875000 Penalty: 4116.938965
	Iteration 0F: 3 clusters Score -437971.9 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -438813.125000 Penalty: 4116.938965
	Iteration 1F: 3 clusters Score -438813.1 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -439055.250000 Penalty: 4116.938965
	Iteration 2F: 3 clusters Score -439055.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -439254.375000 Penalty: 4116.938965
	Iteration 3F: 3 clusters Score -439254.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -439443.093750 Penalty: 4116.938965
	Iteration 4F: 3 clusters Score -439443.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -439592.718750 Penalty: 4116.938965
	Iteration 5F: 3 clusters Score -439592.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -439716.187500 Penalty: 4116.938965
	Iteration 6Q: 3 clusters Score -439716.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -439820.156250 Penalty: 4116.938965
	Iteration 7Q: 3 clusters Score -439820.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -439948.812500 Penalty: 4116.938965
	Iteration 8Q: 3 clusters Score -439948.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -440064.531250 Penalty: 4116.938965
	Iteration 9Q: 3 clusters Score -440064.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -440135.531250 Penalty: 4116.938965
	Iteration 10Q: 3 clusters Score -440135.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -440188.375000 Penalty: 4116.938965
	Iteration 11Q: 3 clusters Score -440188.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -440224.750000 Penalty: 4116.938965
	Iteration 12Q: 3 clusters Score -440224.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -440256.250000 Penalty: 4116.938965
	Iteration 13Q: 3 clusters Score -440256.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -440278.218750 Penalty: 4116.938965
	Iteration 14Q: 3 clusters Score -440278.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -440301.406250 Penalty: 4116.938965
	Iteration 15Q: 3 clusters Score -440301.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -440321.843750 Penalty: 4116.938965
	Iteration 16Q: 3 clusters Score -440321.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -440334.781250 Penalty: 4116.938965
	Iteration 17Q: 3 clusters Score -440334.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -440346.125000 Penalty: 4116.938965
	Iteration 18Q: 3 clusters Score -440346.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -440353.375000 Penalty: 4116.938965
	Iteration 19Q: 3 clusters Score -440353.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -440362.531250 Penalty: 4116.938965
	Iteration 20F: 3 clusters Score -440362.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -440370.937500 Penalty: 4116.938965
	Iteration 21Q: 3 clusters Score -440370.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -440378.062500 Penalty: 4116.938965
	Iteration 22Q: 3 clusters Score -440378.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -440384.937500 Penalty: 4116.938965
	Iteration 23Q: 3 clusters Score -440384.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -440391.531250 Penalty: 4116.938965
	Iteration 24Q: 3 clusters Score -440391.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -440393.875000 Penalty: 4116.938965
	Iteration 25Q: 3 clusters Score -440393.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -440396.531250 Penalty: 4116.938965
	Iteration 26Q: 3 clusters Score -440396.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -440397.562500 Penalty: 4116.938965
	Iteration 27Q: 3 clusters Score -440397.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -440398.312500 Penalty: 4116.938965
	Iteration 28Q: 3 clusters Score -440398.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -440399.875000 Penalty: 4116.938965
	Iteration 29Q: 3 clusters Score -440399.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -440400.906250 Penalty: 4116.938965
	Iteration 30Q: 3 clusters Score -440400.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -440402.437500 Penalty: 4116.938965
	Iteration 31Q: 3 clusters Score -440402.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -440402.437500 Penalty: 4116.938965
	Iteration 32F: 3 clusters Score -440402.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (2132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Entering Unmasked Estep 
Score: -211479.968750 Penalty: 1900.874390
	Iteration 0F: 2 clusters Score -211480 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -208799.734375 Penalty: 3801.748779
	Iteration 0F: 3 clusters Score -208799.7 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -209361.593750 Penalty: 3801.748779
	Iteration 1F: 3 clusters Score -209361.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -209541.828125 Penalty: 3801.748779
	Iteration 2F: 3 clusters Score -209541.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -209704.734375 Penalty: 3801.748779
	Iteration 3F: 3 clusters Score -209704.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -209860.468750 Penalty: 3801.748779
	Iteration 4Q: 3 clusters Score -209860.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -210019.343750 Penalty: 3801.748779
	Iteration 5Q: 3 clusters Score -210019.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -210266.343750 Penalty: 3801.748779
	Iteration 6Q: 3 clusters Score -210266.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -210606.453125 Penalty: 3801.748779
	Iteration 7F: 3 clusters Score -210606.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -210884.859375 Penalty: 3801.748779
	Iteration 8F: 3 clusters Score -210884.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -211053.468750 Penalty: 3801.748779
	Iteration 9Q: 3 clusters Score -211053.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -211106.140625 Penalty: 3801.748779
	Iteration 10Q: 3 clusters Score -211106.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -211133.218750 Penalty: 3801.748779
	Iteration 11Q: 3 clusters Score -211133.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -211145.875000 Penalty: 3801.748779
	Iteration 12Q: 3 clusters Score -211145.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -211153.531250 Penalty: 3801.748779
	Iteration 13Q: 3 clusters Score -211153.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -211157.187500 Penalty: 3801.748779
	Iteration 14Q: 3 clusters Score -211157.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -211157.921875 Penalty: 3801.748779
	Iteration 15Q: 3 clusters Score -211157.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -211158.093750 Penalty: 3801.748779
	Iteration 16Q: 3 clusters Score -211158.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -211158.093750 Penalty: 3801.748779
	Iteration 17F: 3 clusters Score -211158.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 238997 members 
Mstep: Class 2 contains 10457 members 
Mstep: Class 3 contains 84849 members 
Mstep: Class 4 contains 79559 members 
Mstep: Class 5 contains 5358 members 
Mstep: Class 6 contains 3981 members 
Mstep: Class 7 contains 6284 members 
Mstep: Class 8 contains 11080 members 
Mstep: Class 9 contains 19883 members 
Mstep: Class 10 contains 1316 members 
Mstep: Class 11 contains 37665 members 
Mstep: Class 12 contains 227887 members 
Mstep: Class 13 contains 113132 members 
Mstep: Class 14 contains 40858 members 
Mstep: Class 15 contains 12585 members 
Mstep: Class 16 contains 213935 members 
Mstep: Class 17 contains 1008 members 
Mstep: Class 18 contains 25519 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 4314 members 
Mstep: Class 21 contains 17326 members 
Mstep: Class 22 contains 10085 members 
Mstep: Class 23 contains 5506 members 
Mstep: Class 24 contains 38577 members 
Mstep: Class 25 contains 10014 members 
Mstep: Class 26 contains 2011 members 
Mstep: Class 27 contains 3493 members 
Mstep: Class 28 contains 28906 members 
Mstep: Class 29 contains 30117 members 
Mstep: Class 30 contains 25488 members 
Mstep: Class 31 contains 10178 members 
Mstep: Class 32 contains 11052 members 
Mstep: Class 33 contains 20582 members 
Mstep: Class 34 contains 1115 members 
Mstep: Class 35 contains 4025 members 
Mstep: Class 36 contains 2132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155666192.000000 Penalty: 126091.726562
Iteration 159Q: 37 clusters Score -1.556662e+08 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 238987 members 
Mstep: Class 2 contains 10459 members 
Mstep: Class 3 contains 84819 members 
Mstep: Class 4 contains 79540 members 
Mstep: Class 5 contains 5362 members 
Mstep: Class 6 contains 3981 members 
Mstep: Class 7 contains 6284 members 
Mstep: Class 8 contains 11080 members 
Mstep: Class 9 contains 19889 members 
Mstep: Class 10 contains 1316 members 
Mstep: Class 11 contains 37669 members 
Mstep: Class 12 contains 227893 members 
Mstep: Class 13 contains 113123 members 
Mstep: Class 14 contains 40858 members 
Mstep: Class 15 contains 12584 members 
Mstep: Class 16 contains 213936 members 
Mstep: Class 17 contains 1008 members 
Mstep: Class 18 contains 25510 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 4314 members 
Mstep: Class 21 contains 17323 members 
Mstep: Class 22 contains 10079 members 
Mstep: Class 23 contains 5506 members 
Mstep: Class 24 contains 38597 members 
Mstep: Class 25 contains 10015 members 
Mstep: Class 26 contains 2010 members 
Mstep: Class 27 contains 3493 members 
Mstep: Class 28 contains 28916 members 
Mstep: Class 29 contains 30148 members 
Mstep: Class 30 contains 25486 members 
Mstep: Class 31 contains 10175 members 
Mstep: Class 32 contains 11057 members 
Mstep: Class 33 contains 20584 members 
Mstep: Class 34 contains 1115 members 
Mstep: Class 35 contains 4026 members 
Mstep: Class 36 contains 2132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155666272.000000 Penalty: 126091.726562
Iteration 160F: 37 clusters Score -1.556663e+08 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 238984 members 
Mstep: Class 2 contains 10465 members 
Mstep: Class 3 contains 84801 members 
Mstep: Class 4 contains 79526 members 
Mstep: Class 5 contains 5365 members 
Mstep: Class 6 contains 3981 members 
Mstep: Class 7 contains 6283 members 
Mstep: Class 8 contains 11080 members 
Mstep: Class 9 contains 19892 members 
Mstep: Class 10 contains 1316 members 
Mstep: Class 11 contains 37678 members 
Mstep: Class 12 contains 227898 members 
Mstep: Class 13 contains 113114 members 
Mstep: Class 14 contains 40858 members 
Mstep: Class 15 contains 12583 members 
Mstep: Class 16 contains 213927 members 
Mstep: Class 17 contains 1008 members 
Mstep: Class 18 contains 25499 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 4314 members 
Mstep: Class 21 contains 17318 members 
Mstep: Class 22 contains 10075 members 
Mstep: Class 23 contains 5506 members 
Mstep: Class 24 contains 38611 members 
Mstep: Class 25 contains 10019 members 
Mstep: Class 26 contains 2010 members 
Mstep: Class 27 contains 3493 members 
Mstep: Class 28 contains 28919 members 
Mstep: Class 29 contains 30174 members 
Mstep: Class 30 contains 25484 members 
Mstep: Class 31 contains 10172 members 
Mstep: Class 32 contains 11063 members 
Mstep: Class 33 contains 20585 members 
Mstep: Class 34 contains 1115 members 
Mstep: Class 35 contains 4026 members 
Mstep: Class 36 contains 2132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155666240.000000 Penalty: 126091.726562
Iteration 161Q: 37 clusters Score -1.556662e+08 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 238974 members 
Mstep: Class 2 contains 10463 members 
Mstep: Class 3 contains 84785 members 
Mstep: Class 4 contains 79503 members 
Mstep: Class 5 contains 5371 members 
Mstep: Class 6 contains 3982 members 
Mstep: Class 7 contains 6283 members 
Mstep: Class 8 contains 11080 members 
Mstep: Class 9 contains 19897 members 
Mstep: Class 10 contains 1316 members 
Mstep: Class 11 contains 37692 members 
Mstep: Class 12 contains 227900 members 
Mstep: Class 13 contains 113115 members 
Mstep: Class 14 contains 40857 members 
Mstep: Class 15 contains 12582 members 
Mstep: Class 16 contains 213928 members 
Mstep: Class 17 contains 1008 members 
Mstep: Class 18 contains 25492 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 4314 members 
Mstep: Class 21 contains 17315 members 
Mstep: Class 22 contains 10069 members 
Mstep: Class 23 contains 5507 members 
Mstep: Class 24 contains 38619 members 
Mstep: Class 25 contains 10022 members 
Mstep: Class 26 contains 2010 members 
Mstep: Class 27 contains 3493 members 
Mstep: Class 28 contains 28930 members 
Mstep: Class 29 contains 30190 members 
Mstep: Class 30 contains 25482 members 
Mstep: Class 31 contains 10170 members 
Mstep: Class 32 contains 11068 members 
Mstep: Class 33 contains 20584 members 
Mstep: Class 34 contains 1115 members 
Mstep: Class 35 contains 4026 members 
Mstep: Class 36 contains 2132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155666224.000000 Penalty: 126091.726562
Iteration 162Q: 37 clusters Score -1.556662e+08 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 238965 members 
Mstep: Class 2 contains 10461 members 
Mstep: Class 3 contains 84775 members 
Mstep: Class 4 contains 79487 members 
Mstep: Class 5 contains 5378 members 
Mstep: Class 6 contains 3980 members 
Mstep: Class 7 contains 6283 members 
Mstep: Class 8 contains 11080 members 
Mstep: Class 9 contains 19902 members 
Mstep: Class 10 contains 1316 members 
Mstep: Class 11 contains 37703 members 
Mstep: Class 12 contains 227901 members 
Mstep: Class 13 contains 113118 members 
Mstep: Class 14 contains 40858 members 
Mstep: Class 15 contains 12581 members 
Mstep: Class 16 contains 213925 members 
Mstep: Class 17 contains 1008 members 
Mstep: Class 18 contains 25484 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 4314 members 
Mstep: Class 21 contains 17314 members 
Mstep: Class 22 contains 10059 members 
Mstep: Class 23 contains 5506 members 
Mstep: Class 24 contains 38626 members 
Mstep: Class 25 contains 10024 members 
Mstep: Class 26 contains 2010 members 
Mstep: Class 27 contains 3494 members 
Mstep: Class 28 contains 28936 members 
Mstep: Class 29 contains 30206 members 
Mstep: Class 30 contains 25479 members 
Mstep: Class 31 contains 10170 members 
Mstep: Class 32 contains 11073 members 
Mstep: Class 33 contains 20585 members 
Mstep: Class 34 contains 1115 members 
Mstep: Class 35 contains 4026 members 
Mstep: Class 36 contains 2132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155666176.000000 Penalty: 126091.726562
Iteration 163Q: 37 clusters Score -1.556662e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 238961 members 
Mstep: Class 2 contains 10461 members 
Mstep: Class 3 contains 84768 members 
Mstep: Class 4 contains 79472 members 
Mstep: Class 5 contains 5385 members 
Mstep: Class 6 contains 3981 members 
Mstep: Class 7 contains 6282 members 
Mstep: Class 8 contains 11080 members 
Mstep: Class 9 contains 19908 members 
Mstep: Class 10 contains 1316 members 
Mstep: Class 11 contains 37709 members 
Mstep: Class 12 contains 227909 members 
Mstep: Class 13 contains 113117 members 
Mstep: Class 14 contains 40858 members 
Mstep: Class 15 contains 12579 members 
Mstep: Class 16 contains 213919 members 
Mstep: Class 17 contains 1008 members 
Mstep: Class 18 contains 25476 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 4314 members 
Mstep: Class 21 contains 17312 members 
Mstep: Class 22 contains 10057 members 
Mstep: Class 23 contains 5506 members 
Mstep: Class 24 contains 38632 members 
Mstep: Class 25 contains 10027 members 
Mstep: Class 26 contains 2009 members 
Mstep: Class 27 contains 3495 members 
Mstep: Class 28 contains 28936 members 
Mstep: Class 29 contains 30217 members 
Mstep: Class 30 contains 25473 members 
Mstep: Class 31 contains 10171 members 
Mstep: Class 32 contains 11076 members 
Mstep: Class 33 contains 20586 members 
Mstep: Class 34 contains 1115 members 
Mstep: Class 35 contains 4026 members 
Mstep: Class 36 contains 2133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155666272.000000 Penalty: 126091.726562
Iteration 164Q: 37 clusters Score -1.556663e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 238958 members 
Mstep: Class 2 contains 10460 members 
Mstep: Class 3 contains 84761 members 
Mstep: Class 4 contains 79461 members 
Mstep: Class 5 contains 5388 members 
Mstep: Class 6 contains 3981 members 
Mstep: Class 7 contains 6282 members 
Mstep: Class 8 contains 11080 members 
Mstep: Class 9 contains 19911 members 
Mstep: Class 10 contains 1316 members 
Mstep: Class 11 contains 37721 members 
Mstep: Class 12 contains 227910 members 
Mstep: Class 13 contains 113121 members 
Mstep: Class 14 contains 40858 members 
Mstep: Class 15 contains 12575 members 
Mstep: Class 16 contains 213916 members 
Mstep: Class 17 contains 1008 members 
Mstep: Class 18 contains 25472 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 4314 members 
Mstep: Class 21 contains 17305 members 
Mstep: Class 22 contains 10055 members 
Mstep: Class 23 contains 5506 members 
Mstep: Class 24 contains 38639 members 
Mstep: Class 25 contains 10028 members 
Mstep: Class 26 contains 2008 members 
Mstep: Class 27 contains 3495 members 
Mstep: Class 28 contains 28935 members 
Mstep: Class 29 contains 30228 members 
Mstep: Class 30 contains 25472 members 
Mstep: Class 31 contains 10171 members 
Mstep: Class 32 contains 11079 members 
Mstep: Class 33 contains 20586 members 
Mstep: Class 34 contains 1115 members 
Mstep: Class 35 contains 4026 members 
Mstep: Class 36 contains 2133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155666144.000000 Penalty: 126091.726562
Iteration 165Q: 37 clusters Score -1.556661e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 238959 members 
Mstep: Class 2 contains 10460 members 
Mstep: Class 3 contains 84756 members 
Mstep: Class 4 contains 79454 members 
Mstep: Class 5 contains 5390 members 
Mstep: Class 6 contains 3980 members 
Mstep: Class 7 contains 6282 members 
Mstep: Class 8 contains 11080 members 
Mstep: Class 9 contains 19912 members 
Mstep: Class 10 contains 1316 members 
Mstep: Class 11 contains 37728 members 
Mstep: Class 12 contains 227911 members 
Mstep: Class 13 contains 113117 members 
Mstep: Class 14 contains 40858 members 
Mstep: Class 15 contains 12576 members 
Mstep: Class 16 contains 213915 members 
Mstep: Class 17 contains 1008 members 
Mstep: Class 18 contains 25466 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 4314 members 
Mstep: Class 21 contains 17298 members 
Mstep: Class 22 contains 10054 members 
Mstep: Class 23 contains 5506 members 
Mstep: Class 24 contains 38644 members 
Mstep: Class 25 contains 10028 members 
Mstep: Class 26 contains 2008 members 
Mstep: Class 27 contains 3496 members 
Mstep: Class 28 contains 28929 members 
Mstep: Class 29 contains 30243 members 
Mstep: Class 30 contains 25470 members 
Mstep: Class 31 contains 10171 members 
Mstep: Class 32 contains 11081 members 
Mstep: Class 33 contains 20590 members 
Mstep: Class 34 contains 1115 members 
Mstep: Class 35 contains 4026 members 
Mstep: Class 36 contains 2133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155666224.000000 Penalty: 126091.726562
Iteration 166Q: 37 clusters Score -1.556662e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 238961 members 
Mstep: Class 2 contains 10464 members 
Mstep: Class 3 contains 84751 members 
Mstep: Class 4 contains 79452 members 
Mstep: Class 5 contains 5391 members 
Mstep: Class 6 contains 3980 members 
Mstep: Class 7 contains 6282 members 
Mstep: Class 8 contains 11080 members 
Mstep: Class 9 contains 19916 members 
Mstep: Class 10 contains 1316 members 
Mstep: Class 11 contains 37739 members 
Mstep: Class 12 contains 227907 members 
Mstep: Class 13 contains 113116 members 
Mstep: Class 14 contains 40858 members 
Mstep: Class 15 contains 12573 members 
Mstep: Class 16 contains 213915 members 
Mstep: Class 17 contains 1008 members 
Mstep: Class 18 contains 25461 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 4314 members 
Mstep: Class 21 contains 17297 members 
Mstep: Class 22 contains 10048 members 
Mstep: Class 23 contains 5506 members 
Mstep: Class 24 contains 38644 members 
Mstep: Class 25 contains 10029 members 
Mstep: Class 26 contains 2008 members 
Mstep: Class 27 contains 3496 members 
Mstep: Class 28 contains 28928 members 
Mstep: Class 29 contains 30244 members 
Mstep: Class 30 contains 25469 members 
Mstep: Class 31 contains 10172 members 
Mstep: Class 32 contains 11083 members 
Mstep: Class 33 contains 20592 members 
Mstep: Class 34 contains 1115 members 
Mstep: Class 35 contains 4026 members 
Mstep: Class 36 contains 2133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155666272.000000 Penalty: 126091.726562
Iteration 167Q: 37 clusters Score -1.556663e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 238963 members 
Mstep: Class 2 contains 10467 members 
Mstep: Class 3 contains 84744 members 
Mstep: Class 4 contains 79448 members 
Mstep: Class 5 contains 5392 members 
Mstep: Class 6 contains 3980 members 
Mstep: Class 7 contains 6282 members 
Mstep: Class 8 contains 11080 members 
Mstep: Class 9 contains 19917 members 
Mstep: Class 10 contains 1316 members 
Mstep: Class 11 contains 37745 members 
Mstep: Class 12 contains 227906 members 
Mstep: Class 13 contains 113120 members 
Mstep: Class 14 contains 40858 members 
Mstep: Class 15 contains 12566 members 
Mstep: Class 16 contains 213918 members 
Mstep: Class 17 contains 1008 members 
Mstep: Class 18 contains 25457 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 4314 members 
Mstep: Class 21 contains 17293 members 
Mstep: Class 22 contains 10041 members 
Mstep: Class 23 contains 5506 members 
Mstep: Class 24 contains 38644 members 
Mstep: Class 25 contains 10029 members 
Mstep: Class 26 contains 2008 members 
Mstep: Class 27 contains 3496 members 
Mstep: Class 28 contains 28929 members 
Mstep: Class 29 contains 30250 members 
Mstep: Class 30 contains 25469 members 
Mstep: Class 31 contains 10175 members 
Mstep: Class 32 contains 11087 members 
Mstep: Class 33 contains 20592 members 
Mstep: Class 34 contains 1115 members 
Mstep: Class 35 contains 4026 members 
Mstep: Class 36 contains 2133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155666336.000000 Penalty: 126091.726562
Iteration 168Q: 37 clusters Score -1.556663e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 238961 members 
Mstep: Class 2 contains 10469 members 
Mstep: Class 3 contains 84742 members 
Mstep: Class 4 contains 79443 members 
Mstep: Class 5 contains 5392 members 
Mstep: Class 6 contains 3980 members 
Mstep: Class 7 contains 6281 members 
Mstep: Class 8 contains 11080 members 
Mstep: Class 9 contains 19919 members 
Mstep: Class 10 contains 1316 members 
Mstep: Class 11 contains 37751 members 
Mstep: Class 12 contains 227908 members 
Mstep: Class 13 contains 113116 members 
Mstep: Class 14 contains 40858 members 
Mstep: Class 15 contains 12563 members 
Mstep: Class 16 contains 213916 members 
Mstep: Class 17 contains 1008 members 
Mstep: Class 18 contains 25452 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 4314 members 
Mstep: Class 21 contains 17290 members 
Mstep: Class 22 contains 10038 members 
Mstep: Class 23 contains 5506 members 
Mstep: Class 24 contains 38644 members 
Mstep: Class 25 contains 10030 members 
Mstep: Class 26 contains 2008 members 
Mstep: Class 27 contains 3496 members 
Mstep: Class 28 contains 28933 members 
Mstep: Class 29 contains 30260 members 
Mstep: Class 30 contains 25469 members 
Mstep: Class 31 contains 10174 members 
Mstep: Class 32 contains 11091 members 
Mstep: Class 33 contains 20592 members 
Mstep: Class 34 contains 1115 members 
Mstep: Class 35 contains 4026 members 
Mstep: Class 36 contains 2133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155666416.000000 Penalty: 126091.726562
Iteration 169Q: 37 clusters Score -1.556664e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 238957 members 
Mstep: Class 2 contains 10469 members 
Mstep: Class 3 contains 84740 members 
Mstep: Class 4 contains 79436 members 
Mstep: Class 5 contains 5392 members 
Mstep: Class 6 contains 3980 members 
Mstep: Class 7 contains 6281 members 
Mstep: Class 8 contains 11080 members 
Mstep: Class 9 contains 19921 members 
Mstep: Class 10 contains 1316 members 
Mstep: Class 11 contains 37757 members 
Mstep: Class 12 contains 227912 members 
Mstep: Class 13 contains 113116 members 
Mstep: Class 14 contains 40858 members 
Mstep: Class 15 contains 12563 members 
Mstep: Class 16 contains 213915 members 
Mstep: Class 17 contains 1008 members 
Mstep: Class 18 contains 25449 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 4314 members 
Mstep: Class 21 contains 17285 members 
Mstep: Class 22 contains 10031 members 
Mstep: Class 23 contains 5506 members 
Mstep: Class 24 contains 38645 members 
Mstep: Class 25 contains 10031 members 
Mstep: Class 26 contains 2008 members 
Mstep: Class 27 contains 3496 members 
Mstep: Class 28 contains 28937 members 
Mstep: Class 29 contains 30269 members 
Mstep: Class 30 contains 25469 members 
Mstep: Class 31 contains 10174 members 
Mstep: Class 32 contains 11093 members 
Mstep: Class 33 contains 20592 members 
Mstep: Class 34 contains 1115 members 
Mstep: Class 35 contains 4026 members 
Mstep: Class 36 contains 2133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155666288.000000 Penalty: 126091.726562
Iteration 170Q: 37 clusters Score -1.556663e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 238952 members 
Mstep: Class 2 contains 10469 members 
Mstep: Class 3 contains 84739 members 
Mstep: Class 4 contains 79428 members 
Mstep: Class 5 contains 5392 members 
Mstep: Class 6 contains 3980 members 
Mstep: Class 7 contains 6281 members 
Mstep: Class 8 contains 11080 members 
Mstep: Class 9 contains 19924 members 
Mstep: Class 10 contains 1316 members 
Mstep: Class 11 contains 37760 members 
Mstep: Class 12 contains 227915 members 
Mstep: Class 13 contains 113117 members 
Mstep: Class 14 contains 40858 members 
Mstep: Class 15 contains 12562 members 
Mstep: Class 16 contains 213914 members 
Mstep: Class 17 contains 1007 members 
Mstep: Class 18 contains 25448 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 4313 members 
Mstep: Class 21 contains 17281 members 
Mstep: Class 22 contains 10027 members 
Mstep: Class 23 contains 5506 members 
Mstep: Class 24 contains 38645 members 
Mstep: Class 25 contains 10031 members 
Mstep: Class 26 contains 2008 members 
Mstep: Class 27 contains 3496 members 
Mstep: Class 28 contains 28945 members 
Mstep: Class 29 contains 30275 members 
Mstep: Class 30 contains 25469 members 
Mstep: Class 31 contains 10174 members 
Mstep: Class 32 contains 11096 members 
Mstep: Class 33 contains 20592 members 
Mstep: Class 34 contains 1115 members 
Mstep: Class 35 contains 4026 members 
Mstep: Class 36 contains 2133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155666352.000000 Penalty: 126091.726562
Iteration 171Q: 37 clusters Score -1.556664e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 238954 members 
Mstep: Class 2 contains 10469 members 
Mstep: Class 3 contains 84735 members 
Mstep: Class 4 contains 79420 members 
Mstep: Class 5 contains 5392 members 
Mstep: Class 6 contains 3981 members 
Mstep: Class 7 contains 6281 members 
Mstep: Class 8 contains 11080 members 
Mstep: Class 9 contains 19926 members 
Mstep: Class 10 contains 1316 members 
Mstep: Class 11 contains 37763 members 
Mstep: Class 12 contains 227915 members 
Mstep: Class 13 contains 113118 members 
Mstep: Class 14 contains 40858 members 
Mstep: Class 15 contains 12562 members 
Mstep: Class 16 contains 213914 members 
Mstep: Class 17 contains 1007 members 
Mstep: Class 18 contains 25447 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 4313 members 
Mstep: Class 21 contains 17277 members 
Mstep: Class 22 contains 10024 members 
Mstep: Class 23 contains 5506 members 
Mstep: Class 24 contains 38645 members 
Mstep: Class 25 contains 10031 members 
Mstep: Class 26 contains 2008 members 
Mstep: Class 27 contains 3496 members 
Mstep: Class 28 contains 28949 members 
Mstep: Class 29 contains 30281 members 
Mstep: Class 30 contains 25469 members 
Mstep: Class 31 contains 10174 members 
Mstep: Class 32 contains 11097 members 
Mstep: Class 33 contains 20592 members 
Mstep: Class 34 contains 1115 members 
Mstep: Class 35 contains 4026 members 
Mstep: Class 36 contains 2133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155666352.000000 Penalty: 126091.726562
Iteration 172Q: 37 clusters Score -1.556664e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 238952 members 
Mstep: Class 2 contains 10469 members 
Mstep: Class 3 contains 84732 members 
Mstep: Class 4 contains 79413 members 
Mstep: Class 5 contains 5392 members 
Mstep: Class 6 contains 3980 members 
Mstep: Class 7 contains 6281 members 
Mstep: Class 8 contains 11080 members 
Mstep: Class 9 contains 19928 members 
Mstep: Class 10 contains 1316 members 
Mstep: Class 11 contains 37772 members 
Mstep: Class 12 contains 227917 members 
Mstep: Class 13 contains 113118 members 
Mstep: Class 14 contains 40858 members 
Mstep: Class 15 contains 12562 members 
Mstep: Class 16 contains 213912 members 
Mstep: Class 17 contains 1007 members 
Mstep: Class 18 contains 25444 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 4313 members 
Mstep: Class 21 contains 17277 members 
Mstep: Class 22 contains 10020 members 
Mstep: Class 23 contains 5506 members 
Mstep: Class 24 contains 38646 members 
Mstep: Class 25 contains 10031 members 
Mstep: Class 26 contains 2008 members 
Mstep: Class 27 contains 3496 members 
Mstep: Class 28 contains 28951 members 
Mstep: Class 29 contains 30284 members 
Mstep: Class 30 contains 25469 members 
Mstep: Class 31 contains 10174 members 
Mstep: Class 32 contains 11099 members 
Mstep: Class 33 contains 20593 members 
Mstep: Class 34 contains 1115 members 
Mstep: Class 35 contains 4026 members 
Mstep: Class 36 contains 2133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155666208.000000 Penalty: 126091.726562
Iteration 173Q: 37 clusters Score -1.556662e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 238949 members 
Mstep: Class 2 contains 10469 members 
Mstep: Class 3 contains 84729 members 
Mstep: Class 4 contains 79406 members 
Mstep: Class 5 contains 5392 members 
Mstep: Class 6 contains 3980 members 
Mstep: Class 7 contains 6281 members 
Mstep: Class 8 contains 11080 members 
Mstep: Class 9 contains 19931 members 
Mstep: Class 10 contains 1316 members 
Mstep: Class 11 contains 37780 members 
Mstep: Class 12 contains 227916 members 
Mstep: Class 13 contains 113118 members 
Mstep: Class 14 contains 40858 members 
Mstep: Class 15 contains 12561 members 
Mstep: Class 16 contains 213912 members 
Mstep: Class 17 contains 1007 members 
Mstep: Class 18 contains 25441 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 4313 members 
Mstep: Class 21 contains 17277 members 
Mstep: Class 22 contains 10020 members 
Mstep: Class 23 contains 5506 members 
Mstep: Class 24 contains 38647 members 
Mstep: Class 25 contains 10031 members 
Mstep: Class 26 contains 2008 members 
Mstep: Class 27 contains 3496 members 
Mstep: Class 28 contains 28953 members 
Mstep: Class 29 contains 30287 members 
Mstep: Class 30 contains 25469 members 
Mstep: Class 31 contains 10172 members 
Mstep: Class 32 contains 11101 members 
Mstep: Class 33 contains 20594 members 
Mstep: Class 34 contains 1115 members 
Mstep: Class 35 contains 4026 members 
Mstep: Class 36 contains 2133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155666208.000000 Penalty: 126091.726562
Iteration 174Q: 37 clusters Score -1.556662e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 238949 members 
Mstep: Class 2 contains 10469 members 
Mstep: Class 3 contains 84728 members 
Mstep: Class 4 contains 79400 members 
Mstep: Class 5 contains 5392 members 
Mstep: Class 6 contains 3980 members 
Mstep: Class 7 contains 6283 members 
Mstep: Class 8 contains 11080 members 
Mstep: Class 9 contains 19932 members 
Mstep: Class 10 contains 1316 members 
Mstep: Class 11 contains 37786 members 
Mstep: Class 12 contains 227916 members 
Mstep: Class 13 contains 113116 members 
Mstep: Class 14 contains 40858 members 
Mstep: Class 15 contains 12561 members 
Mstep: Class 16 contains 213912 members 
Mstep: Class 17 contains 1007 members 
Mstep: Class 18 contains 25437 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 4313 members 
Mstep: Class 21 contains 17277 members 
Mstep: Class 22 contains 10017 members 
Mstep: Class 23 contains 5506 members 
Mstep: Class 24 contains 38648 members 
Mstep: Class 25 contains 10031 members 
Mstep: Class 26 contains 2008 members 
Mstep: Class 27 contains 3496 members 
Mstep: Class 28 contains 28954 members 
Mstep: Class 29 contains 30289 members 
Mstep: Class 30 contains 25469 members 
Mstep: Class 31 contains 10171 members 
Mstep: Class 32 contains 11104 members 
Mstep: Class 33 contains 20595 members 
Mstep: Class 34 contains 1115 members 
Mstep: Class 35 contains 4026 members 
Mstep: Class 36 contains 2133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155666240.000000 Penalty: 126091.726562
Iteration 175Q: 37 clusters Score -1.556662e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 238943 members 
Mstep: Class 2 contains 10469 members 
Mstep: Class 3 contains 84727 members 
Mstep: Class 4 contains 79397 members 
Mstep: Class 5 contains 5392 members 
Mstep: Class 6 contains 3980 members 
Mstep: Class 7 contains 6283 members 
Mstep: Class 8 contains 11080 members 
Mstep: Class 9 contains 19934 members 
Mstep: Class 10 contains 1316 members 
Mstep: Class 11 contains 37794 members 
Mstep: Class 12 contains 227915 members 
Mstep: Class 13 contains 113115 members 
Mstep: Class 14 contains 40858 members 
Mstep: Class 15 contains 12561 members 
Mstep: Class 16 contains 213912 members 
Mstep: Class 17 contains 1007 members 
Mstep: Class 18 contains 25429 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 4313 members 
Mstep: Class 21 contains 17276 members 
Mstep: Class 22 contains 10013 members 
Mstep: Class 23 contains 5506 members 
Mstep: Class 24 contains 38648 members 
Mstep: Class 25 contains 10032 members 
Mstep: Class 26 contains 2009 members 
Mstep: Class 27 contains 3496 members 
Mstep: Class 28 contains 28958 members 
Mstep: Class 29 contains 30293 members 
Mstep: Class 30 contains 25469 members 
Mstep: Class 31 contains 10169 members 
Mstep: Class 32 contains 11106 members 
Mstep: Class 33 contains 20600 members 
Mstep: Class 34 contains 1115 members 
Mstep: Class 35 contains 4026 members 
Mstep: Class 36 contains 2133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155666272.000000 Penalty: 126091.726562
Iteration 176Q: 37 clusters Score -1.556663e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 238937 members 
Mstep: Class 2 contains 10469 members 
Mstep: Class 3 contains 84726 members 
Mstep: Class 4 contains 79391 members 
Mstep: Class 5 contains 5392 members 
Mstep: Class 6 contains 3980 members 
Mstep: Class 7 contains 6282 members 
Mstep: Class 8 contains 11080 members 
Mstep: Class 9 contains 19935 members 
Mstep: Class 10 contains 1316 members 
Mstep: Class 11 contains 37799 members 
Mstep: Class 12 contains 227914 members 
Mstep: Class 13 contains 113114 members 
Mstep: Class 14 contains 40858 members 
Mstep: Class 15 contains 12561 members 
Mstep: Class 16 contains 213912 members 
Mstep: Class 17 contains 1007 members 
Mstep: Class 18 contains 25424 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 4313 members 
Mstep: Class 21 contains 17276 members 
Mstep: Class 22 contains 10013 members 
Mstep: Class 23 contains 5506 members 
Mstep: Class 24 contains 38647 members 
Mstep: Class 25 contains 10033 members 
Mstep: Class 26 contains 2009 members 
Mstep: Class 27 contains 3496 members 
Mstep: Class 28 contains 28960 members 
Mstep: Class 29 contains 30303 members 
Mstep: Class 30 contains 25469 members 
Mstep: Class 31 contains 10168 members 
Mstep: Class 32 contains 11107 members 
Mstep: Class 33 contains 20603 members 
Mstep: Class 34 contains 1115 members 
Mstep: Class 35 contains 4026 members 
Mstep: Class 36 contains 2133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155666336.000000 Penalty: 126091.726562
Iteration 177Q: 37 clusters Score -1.556663e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 238936 members 
Mstep: Class 2 contains 10469 members 
Mstep: Class 3 contains 84724 members 
Mstep: Class 4 contains 79387 members 
Mstep: Class 5 contains 5392 members 
Mstep: Class 6 contains 3980 members 
Mstep: Class 7 contains 6283 members 
Mstep: Class 8 contains 11080 members 
Mstep: Class 9 contains 19938 members 
Mstep: Class 10 contains 1316 members 
Mstep: Class 11 contains 37802 members 
Mstep: Class 12 contains 227915 members 
Mstep: Class 13 contains 113109 members 
Mstep: Class 14 contains 40858 members 
Mstep: Class 15 contains 12561 members 
Mstep: Class 16 contains 213912 members 
Mstep: Class 17 contains 1007 members 
Mstep: Class 18 contains 25417 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 4313 members 
Mstep: Class 21 contains 17275 members 
Mstep: Class 22 contains 10011 members 
Mstep: Class 23 contains 5506 members 
Mstep: Class 24 contains 38642 members 
Mstep: Class 25 contains 10035 members 
Mstep: Class 26 contains 2009 members 
Mstep: Class 27 contains 3496 members 
Mstep: Class 28 contains 28961 members 
Mstep: Class 29 contains 30314 members 
Mstep: Class 30 contains 25469 members 
Mstep: Class 31 contains 10168 members 
Mstep: Class 32 contains 11109 members 
Mstep: Class 33 contains 20606 members 
Mstep: Class 34 contains 1115 members 
Mstep: Class 35 contains 4026 members 
Mstep: Class 36 contains 2133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155666336.000000 Penalty: 126091.726562
Iteration 178Q: 37 clusters Score -1.556663e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 238937 members 
Mstep: Class 2 contains 10469 members 
Mstep: Class 3 contains 84723 members 
Mstep: Class 4 contains 79381 members 
Mstep: Class 5 contains 5392 members 
Mstep: Class 6 contains 3980 members 
Mstep: Class 7 contains 6283 members 
Mstep: Class 8 contains 11080 members 
Mstep: Class 9 contains 19937 members 
Mstep: Class 10 contains 1316 members 
Mstep: Class 11 contains 37806 members 
Mstep: Class 12 contains 227913 members 
Mstep: Class 13 contains 113107 members 
Mstep: Class 14 contains 40858 members 
Mstep: Class 15 contains 12561 members 
Mstep: Class 16 contains 213913 members 
Mstep: Class 17 contains 1007 members 
Mstep: Class 18 contains 25406 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 4313 members 
Mstep: Class 21 contains 17275 members 
Mstep: Class 22 contains 10009 members 
Mstep: Class 23 contains 5506 members 
Mstep: Class 24 contains 38641 members 
Mstep: Class 25 contains 10036 members 
Mstep: Class 26 contains 2009 members 
Mstep: Class 27 contains 3496 members 
Mstep: Class 28 contains 28963 members 
Mstep: Class 29 contains 30320 members 
Mstep: Class 30 contains 25469 members 
Mstep: Class 31 contains 10169 members 
Mstep: Class 32 contains 11113 members 
Mstep: Class 33 contains 20611 members 
Mstep: Class 34 contains 1115 members 
Mstep: Class 35 contains 4027 members 
Mstep: Class 36 contains 2133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155666352.000000 Penalty: 126091.726562
Iteration 179Q: 37 clusters Score -1.556664e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 238940 members 
Mstep: Class 2 contains 10468 members 
Mstep: Class 3 contains 84721 members 
Mstep: Class 4 contains 79370 members 
Mstep: Class 5 contains 5392 members 
Mstep: Class 6 contains 3980 members 
Mstep: Class 7 contains 6283 members 
Mstep: Class 8 contains 11080 members 
Mstep: Class 9 contains 19937 members 
Mstep: Class 10 contains 1316 members 
Mstep: Class 11 contains 37811 members 
Mstep: Class 12 contains 227914 members 
Mstep: Class 13 contains 113103 members 
Mstep: Class 14 contains 40858 members 
Mstep: Class 15 contains 12561 members 
Mstep: Class 16 contains 213914 members 
Mstep: Class 17 contains 1007 members 
Mstep: Class 18 contains 25398 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 4313 members 
Mstep: Class 21 contains 17278 members 
Mstep: Class 22 contains 10011 members 
Mstep: Class 23 contains 5506 members 
Mstep: Class 24 contains 38642 members 
Mstep: Class 25 contains 10038 members 
Mstep: Class 26 contains 2009 members 
Mstep: Class 27 contains 3496 members 
Mstep: Class 28 contains 28961 members 
Mstep: Class 29 contains 30324 members 
Mstep: Class 30 contains 25469 members 
Mstep: Class 31 contains 10169 members 
Mstep: Class 32 contains 11116 members 
Mstep: Class 33 contains 20613 members 
Mstep: Class 34 contains 1115 members 
Mstep: Class 35 contains 4028 members 
Mstep: Class 36 contains 2133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155666288.000000 Penalty: 126091.726562
Iteration 180F: 37 clusters Score -1.556663e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 238936 members 
Mstep: Class 2 contains 10468 members 
Mstep: Class 3 contains 84719 members 
Mstep: Class 4 contains 79366 members 
Mstep: Class 5 contains 5392 members 
Mstep: Class 6 contains 3980 members 
Mstep: Class 7 contains 6283 members 
Mstep: Class 8 contains 11080 members 
Mstep: Class 9 contains 19937 members 
Mstep: Class 10 contains 1316 members 
Mstep: Class 11 contains 37812 members 
Mstep: Class 12 contains 227914 members 
Mstep: Class 13 contains 113103 members 
Mstep: Class 14 contains 40858 members 
Mstep: Class 15 contains 12561 members 
Mstep: Class 16 contains 213913 members 
Mstep: Class 17 contains 1007 members 
Mstep: Class 18 contains 25389 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 4313 members 
Mstep: Class 21 contains 17280 members 
Mstep: Class 22 contains 10011 members 
Mstep: Class 23 contains 5506 members 
Mstep: Class 24 contains 38644 members 
Mstep: Class 25 contains 10037 members 
Mstep: Class 26 contains 2009 members 
Mstep: Class 27 contains 3496 members 
Mstep: Class 28 contains 28963 members 
Mstep: Class 29 contains 30329 members 
Mstep: Class 30 contains 25469 members 
Mstep: Class 31 contains 10168 members 
Mstep: Class 32 contains 11121 members 
Mstep: Class 33 contains 20617 members 
Mstep: Class 34 contains 1115 members 
Mstep: Class 35 contains 4029 members 
Mstep: Class 36 contains 2133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155666256.000000 Penalty: 126091.726562
Iteration 181Q: 37 clusters Score -1.556663e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 238931 members 
Mstep: Class 2 contains 10468 members 
Mstep: Class 3 contains 84714 members 
Mstep: Class 4 contains 79365 members 
Mstep: Class 5 contains 5392 members 
Mstep: Class 6 contains 3980 members 
Mstep: Class 7 contains 6283 members 
Mstep: Class 8 contains 11080 members 
Mstep: Class 9 contains 19937 members 
Mstep: Class 10 contains 1316 members 
Mstep: Class 11 contains 37813 members 
Mstep: Class 12 contains 227916 members 
Mstep: Class 13 contains 113101 members 
Mstep: Class 14 contains 40858 members 
Mstep: Class 15 contains 12561 members 
Mstep: Class 16 contains 213912 members 
Mstep: Class 17 contains 1007 members 
Mstep: Class 18 contains 25383 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 4313 members 
Mstep: Class 21 contains 17280 members 
Mstep: Class 22 contains 10010 members 
Mstep: Class 23 contains 5506 members 
Mstep: Class 24 contains 38649 members 
Mstep: Class 25 contains 10037 members 
Mstep: Class 26 contains 2009 members 
Mstep: Class 27 contains 3496 members 
Mstep: Class 28 contains 28966 members 
Mstep: Class 29 contains 30335 members 
Mstep: Class 30 contains 25469 members 
Mstep: Class 31 contains 10166 members 
Mstep: Class 32 contains 11123 members 
Mstep: Class 33 contains 20620 members 
Mstep: Class 34 contains 1115 members 
Mstep: Class 35 contains 4030 members 
Mstep: Class 36 contains 2133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155666272.000000 Penalty: 126091.726562
Iteration 182Q: 37 clusters Score -1.556663e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 238927 members 
Mstep: Class 2 contains 10468 members 
Mstep: Class 3 contains 84708 members 
Mstep: Class 4 contains 79364 members 
Mstep: Class 5 contains 5392 members 
Mstep: Class 6 contains 3980 members 
Mstep: Class 7 contains 6283 members 
Mstep: Class 8 contains 11080 members 
Mstep: Class 9 contains 19937 members 
Mstep: Class 10 contains 1316 members 
Mstep: Class 11 contains 37813 members 
Mstep: Class 12 contains 227917 members 
Mstep: Class 13 contains 113096 members 
Mstep: Class 14 contains 40858 members 
Mstep: Class 15 contains 12561 members 
Mstep: Class 16 contains 213913 members 
Mstep: Class 17 contains 1007 members 
Mstep: Class 18 contains 25374 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 4313 members 
Mstep: Class 21 contains 17280 members 
Mstep: Class 22 contains 10005 members 
Mstep: Class 23 contains 5506 members 
Mstep: Class 24 contains 38652 members 
Mstep: Class 25 contains 10037 members 
Mstep: Class 26 contains 2009 members 
Mstep: Class 27 contains 3496 members 
Mstep: Class 28 contains 28972 members 
Mstep: Class 29 contains 30347 members 
Mstep: Class 30 contains 25469 members 
Mstep: Class 31 contains 10164 members 
Mstep: Class 32 contains 11127 members 
Mstep: Class 33 contains 20624 members 
Mstep: Class 34 contains 1115 members 
Mstep: Class 35 contains 4031 members 
Mstep: Class 36 contains 2133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155666320.000000 Penalty: 126091.726562
Iteration 183Q: 37 clusters Score -1.556663e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 238924 members 
Mstep: Class 2 contains 10468 members 
Mstep: Class 3 contains 84705 members 
Mstep: Class 4 contains 79360 members 
Mstep: Class 5 contains 5392 members 
Mstep: Class 6 contains 3980 members 
Mstep: Class 7 contains 6283 members 
Mstep: Class 8 contains 11080 members 
Mstep: Class 9 contains 19937 members 
Mstep: Class 10 contains 1316 members 
Mstep: Class 11 contains 37812 members 
Mstep: Class 12 contains 227920 members 
Mstep: Class 13 contains 113094 members 
Mstep: Class 14 contains 40858 members 
Mstep: Class 15 contains 12561 members 
Mstep: Class 16 contains 213914 members 
Mstep: Class 17 contains 1007 members 
Mstep: Class 18 contains 25370 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 4313 members 
Mstep: Class 21 contains 17281 members 
Mstep: Class 22 contains 9999 members 
Mstep: Class 23 contains 5506 members 
Mstep: Class 24 contains 38654 members 
Mstep: Class 25 contains 10036 members 
Mstep: Class 26 contains 2009 members 
Mstep: Class 27 contains 3496 members 
Mstep: Class 28 contains 28976 members 
Mstep: Class 29 contains 30355 members 
Mstep: Class 30 contains 25469 members 
Mstep: Class 31 contains 10164 members 
Mstep: Class 32 contains 11130 members 
Mstep: Class 33 contains 20626 members 
Mstep: Class 34 contains 1115 members 
Mstep: Class 35 contains 4031 members 
Mstep: Class 36 contains 2133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155666288.000000 Penalty: 126091.726562
Iteration 184Q: 37 clusters Score -1.556663e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 238921 members 
Mstep: Class 2 contains 10467 members 
Mstep: Class 3 contains 84701 members 
Mstep: Class 4 contains 79360 members 
Mstep: Class 5 contains 5392 members 
Mstep: Class 6 contains 3980 members 
Mstep: Class 7 contains 6283 members 
Mstep: Class 8 contains 11080 members 
Mstep: Class 9 contains 19937 members 
Mstep: Class 10 contains 1316 members 
Mstep: Class 11 contains 37812 members 
Mstep: Class 12 contains 227919 members 
Mstep: Class 13 contains 113095 members 
Mstep: Class 14 contains 40858 members 
Mstep: Class 15 contains 12561 members 
Mstep: Class 16 contains 213917 members 
Mstep: Class 17 contains 1007 members 
Mstep: Class 18 contains 25364 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 4313 members 
Mstep: Class 21 contains 17281 members 
Mstep: Class 22 contains 9992 members 
Mstep: Class 23 contains 5507 members 
Mstep: Class 24 contains 38654 members 
Mstep: Class 25 contains 10036 members 
Mstep: Class 26 contains 2009 members 
Mstep: Class 27 contains 3496 members 
Mstep: Class 28 contains 28979 members 
Mstep: Class 29 contains 30362 members 
Mstep: Class 30 contains 25469 members 
Mstep: Class 31 contains 10165 members 
Mstep: Class 32 contains 11135 members 
Mstep: Class 33 contains 20627 members 
Mstep: Class 34 contains 1115 members 
Mstep: Class 35 contains 4031 members 
Mstep: Class 36 contains 2133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155666432.000000 Penalty: 126091.726562
Iteration 185Q: 37 clusters Score -1.556664e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 238913 members 
Mstep: Class 2 contains 10468 members 
Mstep: Class 3 contains 84698 members 
Mstep: Class 4 contains 79358 members 
Mstep: Class 5 contains 5392 members 
Mstep: Class 6 contains 3980 members 
Mstep: Class 7 contains 6283 members 
Mstep: Class 8 contains 11080 members 
Mstep: Class 9 contains 19941 members 
Mstep: Class 10 contains 1316 members 
Mstep: Class 11 contains 37811 members 
Mstep: Class 12 contains 227921 members 
Mstep: Class 13 contains 113098 members 
Mstep: Class 14 contains 40858 members 
Mstep: Class 15 contains 12561 members 
Mstep: Class 16 contains 213916 members 
Mstep: Class 17 contains 1007 members 
Mstep: Class 18 contains 25360 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 4313 members 
Mstep: Class 21 contains 17280 members 
Mstep: Class 22 contains 9987 members 
Mstep: Class 23 contains 5507 members 
Mstep: Class 24 contains 38652 members 
Mstep: Class 25 contains 10036 members 
Mstep: Class 26 contains 2009 members 
Mstep: Class 27 contains 3496 members 
Mstep: Class 28 contains 28982 members 
Mstep: Class 29 contains 30373 members 
Mstep: Class 30 contains 25469 members 
Mstep: Class 31 contains 10164 members 
Mstep: Class 32 contains 11138 members 
Mstep: Class 33 contains 20628 members 
Mstep: Class 34 contains 1115 members 
Mstep: Class 35 contains 4031 members 
Mstep: Class 36 contains 2133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155666384.000000 Penalty: 126091.726562
Iteration 186Q: 37 clusters Score -1.556664e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 238910 members 
Mstep: Class 2 contains 10467 members 
Mstep: Class 3 contains 84698 members 
Mstep: Class 4 contains 79356 members 
Mstep: Class 5 contains 5392 members 
Mstep: Class 6 contains 3980 members 
Mstep: Class 7 contains 6283 members 
Mstep: Class 8 contains 11080 members 
Mstep: Class 9 contains 19942 members 
Mstep: Class 10 contains 1316 members 
Mstep: Class 11 contains 37810 members 
Mstep: Class 12 contains 227924 members 
Mstep: Class 13 contains 113095 members 
Mstep: Class 14 contains 40858 members 
Mstep: Class 15 contains 12561 members 
Mstep: Class 16 contains 213916 members 
Mstep: Class 17 contains 1007 members 
Mstep: Class 18 contains 25353 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 4313 members 
Mstep: Class 21 contains 17280 members 
Mstep: Class 22 contains 9983 members 
Mstep: Class 23 contains 5507 members 
Mstep: Class 24 contains 38651 members 
Mstep: Class 25 contains 10035 members 
Mstep: Class 26 contains 2009 members 
Mstep: Class 27 contains 3496 members 
Mstep: Class 28 contains 28988 members 
Mstep: Class 29 contains 30380 members 
Mstep: Class 30 contains 25469 members 
Mstep: Class 31 contains 10162 members 
Mstep: Class 32 contains 11144 members 
Mstep: Class 33 contains 20629 members 
Mstep: Class 34 contains 1115 members 
Mstep: Class 35 contains 4032 members 
Mstep: Class 36 contains 2133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155666496.000000 Penalty: 126091.726562
Iteration 187Q: 37 clusters Score -1.556665e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 238901 members 
Mstep: Class 2 contains 10467 members 
Mstep: Class 3 contains 84696 members 
Mstep: Class 4 contains 79354 members 
Mstep: Class 5 contains 5392 members 
Mstep: Class 6 contains 3980 members 
Mstep: Class 7 contains 6283 members 
Mstep: Class 8 contains 11080 members 
Mstep: Class 9 contains 19947 members 
Mstep: Class 10 contains 1316 members 
Mstep: Class 11 contains 37810 members 
Mstep: Class 12 contains 227924 members 
Mstep: Class 13 contains 113090 members 
Mstep: Class 14 contains 40858 members 
Mstep: Class 15 contains 12561 members 
Mstep: Class 16 contains 213916 members 
Mstep: Class 17 contains 1007 members 
Mstep: Class 18 contains 25345 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 4313 members 
Mstep: Class 21 contains 17280 members 
Mstep: Class 22 contains 9984 members 
Mstep: Class 23 contains 5507 members 
Mstep: Class 24 contains 38650 members 
Mstep: Class 25 contains 10038 members 
Mstep: Class 26 contains 2009 members 
Mstep: Class 27 contains 3496 members 
Mstep: Class 28 contains 28995 members 
Mstep: Class 29 contains 30387 members 
Mstep: Class 30 contains 25469 members 
Mstep: Class 31 contains 10161 members 
Mstep: Class 32 contains 11148 members 
Mstep: Class 33 contains 20630 members 
Mstep: Class 34 contains 1115 members 
Mstep: Class 35 contains 4032 members 
Mstep: Class 36 contains 2133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155666480.000000 Penalty: 126091.726562
Iteration 188Q: 37 clusters Score -1.556665e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 238894 members 
Mstep: Class 2 contains 10467 members 
Mstep: Class 3 contains 84693 members 
Mstep: Class 4 contains 79352 members 
Mstep: Class 5 contains 5392 members 
Mstep: Class 6 contains 3980 members 
Mstep: Class 7 contains 6283 members 
Mstep: Class 8 contains 11080 members 
Mstep: Class 9 contains 19952 members 
Mstep: Class 10 contains 1316 members 
Mstep: Class 11 contains 37810 members 
Mstep: Class 12 contains 227926 members 
Mstep: Class 13 contains 113081 members 
Mstep: Class 14 contains 40858 members 
Mstep: Class 15 contains 12561 members 
Mstep: Class 16 contains 213914 members 
Mstep: Class 17 contains 1007 members 
Mstep: Class 18 contains 25338 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 4313 members 
Mstep: Class 21 contains 17280 members 
Mstep: Class 22 contains 9987 members 
Mstep: Class 23 contains 5507 members 
Mstep: Class 24 contains 38653 members 
Mstep: Class 25 contains 10038 members 
Mstep: Class 26 contains 2009 members 
Mstep: Class 27 contains 3496 members 
Mstep: Class 28 contains 29005 members 
Mstep: Class 29 contains 30388 members 
Mstep: Class 30 contains 25469 members 
Mstep: Class 31 contains 10160 members 
Mstep: Class 32 contains 11152 members 
Mstep: Class 33 contains 20633 members 
Mstep: Class 34 contains 1115 members 
Mstep: Class 35 contains 4032 members 
Mstep: Class 36 contains 2133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155666416.000000 Penalty: 126091.726562
Iteration 189Q: 37 clusters Score -1.556664e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 238889 members 
Mstep: Class 2 contains 10467 members 
Mstep: Class 3 contains 84691 members 
Mstep: Class 4 contains 79350 members 
Mstep: Class 5 contains 5392 members 
Mstep: Class 6 contains 3980 members 
Mstep: Class 7 contains 6283 members 
Mstep: Class 8 contains 11080 members 
Mstep: Class 9 contains 19952 members 
Mstep: Class 10 contains 1316 members 
Mstep: Class 11 contains 37810 members 
Mstep: Class 12 contains 227925 members 
Mstep: Class 13 contains 113081 members 
Mstep: Class 14 contains 40858 members 
Mstep: Class 15 contains 12561 members 
Mstep: Class 16 contains 213914 members 
Mstep: Class 17 contains 1007 members 
Mstep: Class 18 contains 25330 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 4313 members 
Mstep: Class 21 contains 17279 members 
Mstep: Class 22 contains 9986 members 
Mstep: Class 23 contains 5507 members 
Mstep: Class 24 contains 38655 members 
Mstep: Class 25 contains 10040 members 
Mstep: Class 26 contains 2009 members 
Mstep: Class 27 contains 3495 members 
Mstep: Class 28 contains 29014 members 
Mstep: Class 29 contains 30390 members 
Mstep: Class 30 contains 25469 members 
Mstep: Class 31 contains 10160 members 
Mstep: Class 32 contains 11155 members 
Mstep: Class 33 contains 20635 members 
Mstep: Class 34 contains 1115 members 
Mstep: Class 35 contains 4032 members 
Mstep: Class 36 contains 2134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155666384.000000 Penalty: 126091.726562
Iteration 190Q: 37 clusters Score -1.556664e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 238879 members 
Mstep: Class 2 contains 10467 members 
Mstep: Class 3 contains 84691 members 
Mstep: Class 4 contains 79346 members 
Mstep: Class 5 contains 5392 members 
Mstep: Class 6 contains 3980 members 
Mstep: Class 7 contains 6283 members 
Mstep: Class 8 contains 11080 members 
Mstep: Class 9 contains 19952 members 
Mstep: Class 10 contains 1316 members 
Mstep: Class 11 contains 37810 members 
Mstep: Class 12 contains 227927 members 
Mstep: Class 13 contains 113076 members 
Mstep: Class 14 contains 40858 members 
Mstep: Class 15 contains 12561 members 
Mstep: Class 16 contains 213916 members 
Mstep: Class 17 contains 1007 members 
Mstep: Class 18 contains 25322 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 4313 members 
Mstep: Class 21 contains 17278 members 
Mstep: Class 22 contains 9984 members 
Mstep: Class 23 contains 5507 members 
Mstep: Class 24 contains 38654 members 
Mstep: Class 25 contains 10039 members 
Mstep: Class 26 contains 2009 members 
Mstep: Class 27 contains 3495 members 
Mstep: Class 28 contains 29025 members 
Mstep: Class 29 contains 30398 members 
Mstep: Class 30 contains 25469 members 
Mstep: Class 31 contains 10160 members 
Mstep: Class 32 contains 11158 members 
Mstep: Class 33 contains 20639 members 
Mstep: Class 34 contains 1115 members 
Mstep: Class 35 contains 4032 members 
Mstep: Class 36 contains 2136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155666496.000000 Penalty: 126091.726562
Iteration 191Q: 37 clusters Score -1.556665e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 238870 members 
Mstep: Class 2 contains 10467 members 
Mstep: Class 3 contains 84691 members 
Mstep: Class 4 contains 79343 members 
Mstep: Class 5 contains 5392 members 
Mstep: Class 6 contains 3979 members 
Mstep: Class 7 contains 6283 members 
Mstep: Class 8 contains 11080 members 
Mstep: Class 9 contains 19952 members 
Mstep: Class 10 contains 1316 members 
Mstep: Class 11 contains 37811 members 
Mstep: Class 12 contains 227928 members 
Mstep: Class 13 contains 113073 members 
Mstep: Class 14 contains 40858 members 
Mstep: Class 15 contains 12561 members 
Mstep: Class 16 contains 213917 members 
Mstep: Class 17 contains 1007 members 
Mstep: Class 18 contains 25310 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 4313 members 
Mstep: Class 21 contains 17279 members 
Mstep: Class 22 contains 9982 members 
Mstep: Class 23 contains 5507 members 
Mstep: Class 24 contains 38651 members 
Mstep: Class 25 contains 10040 members 
Mstep: Class 26 contains 2009 members 
Mstep: Class 27 contains 3495 members 
Mstep: Class 28 contains 29036 members 
Mstep: Class 29 contains 30405 members 
Mstep: Class 30 contains 25469 members 
Mstep: Class 31 contains 10159 members 
Mstep: Class 32 contains 11162 members 
Mstep: Class 33 contains 20645 members 
Mstep: Class 34 contains 1115 members 
Mstep: Class 35 contains 4032 members 
Mstep: Class 36 contains 2137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155666480.000000 Penalty: 126091.726562
Iteration 192Q: 37 clusters Score -1.556665e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 238858 members 
Mstep: Class 2 contains 10468 members 
Mstep: Class 3 contains 84691 members 
Mstep: Class 4 contains 79341 members 
Mstep: Class 5 contains 5392 members 
Mstep: Class 6 contains 3979 members 
Mstep: Class 7 contains 6283 members 
Mstep: Class 8 contains 11080 members 
Mstep: Class 9 contains 19955 members 
Mstep: Class 10 contains 1316 members 
Mstep: Class 11 contains 37813 members 
Mstep: Class 12 contains 227928 members 
Mstep: Class 13 contains 113070 members 
Mstep: Class 14 contains 40858 members 
Mstep: Class 15 contains 12559 members 
Mstep: Class 16 contains 213917 members 
Mstep: Class 17 contains 1007 members 
Mstep: Class 18 contains 25295 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 4312 members 
Mstep: Class 21 contains 17279 members 
Mstep: Class 22 contains 9983 members 
Mstep: Class 23 contains 5507 members 
Mstep: Class 24 contains 38643 members 
Mstep: Class 25 contains 10043 members 
Mstep: Class 26 contains 2009 members 
Mstep: Class 27 contains 3495 members 
Mstep: Class 28 contains 29051 members 
Mstep: Class 29 contains 30413 members 
Mstep: Class 30 contains 25469 members 
Mstep: Class 31 contains 10156 members 
Mstep: Class 32 contains 11168 members 
Mstep: Class 33 contains 20651 members 
Mstep: Class 34 contains 1115 members 
Mstep: Class 35 contains 4032 members 
Mstep: Class 36 contains 2138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155666464.000000 Penalty: 126091.726562
Iteration 193Q: 37 clusters Score -1.556665e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 238853 members 
Mstep: Class 2 contains 10468 members 
Mstep: Class 3 contains 84688 members 
Mstep: Class 4 contains 79339 members 
Mstep: Class 5 contains 5392 members 
Mstep: Class 6 contains 3979 members 
Mstep: Class 7 contains 6283 members 
Mstep: Class 8 contains 11080 members 
Mstep: Class 9 contains 19957 members 
Mstep: Class 10 contains 1316 members 
Mstep: Class 11 contains 37816 members 
Mstep: Class 12 contains 227925 members 
Mstep: Class 13 contains 113071 members 
Mstep: Class 14 contains 40858 members 
Mstep: Class 15 contains 12558 members 
Mstep: Class 16 contains 213918 members 
Mstep: Class 17 contains 1007 members 
Mstep: Class 18 contains 25284 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 4312 members 
Mstep: Class 21 contains 17279 members 
Mstep: Class 22 contains 9983 members 
Mstep: Class 23 contains 5507 members 
Mstep: Class 24 contains 38641 members 
Mstep: Class 25 contains 10045 members 
Mstep: Class 26 contains 2009 members 
Mstep: Class 27 contains 3495 members 
Mstep: Class 28 contains 29060 members 
Mstep: Class 29 contains 30416 members 
Mstep: Class 30 contains 25469 members 
Mstep: Class 31 contains 10153 members 
Mstep: Class 32 contains 11176 members 
Mstep: Class 33 contains 20652 members 
Mstep: Class 34 contains 1115 members 
Mstep: Class 35 contains 4032 members 
Mstep: Class 36 contains 2138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155666416.000000 Penalty: 126091.726562
Iteration 194Q: 37 clusters Score -1.556664e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 238848 members 
Mstep: Class 2 contains 10468 members 
Mstep: Class 3 contains 84684 members 
Mstep: Class 4 contains 79337 members 
Mstep: Class 5 contains 5392 members 
Mstep: Class 6 contains 3980 members 
Mstep: Class 7 contains 6283 members 
Mstep: Class 8 contains 11080 members 
Mstep: Class 9 contains 19958 members 
Mstep: Class 10 contains 1316 members 
Mstep: Class 11 contains 37818 members 
Mstep: Class 12 contains 227926 members 
Mstep: Class 13 contains 113071 members 
Mstep: Class 14 contains 40858 members 
Mstep: Class 15 contains 12557 members 
Mstep: Class 16 contains 213920 members 
Mstep: Class 17 contains 1007 members 
Mstep: Class 18 contains 25275 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 4313 members 
Mstep: Class 21 contains 17279 members 
Mstep: Class 22 contains 9982 members 
Mstep: Class 23 contains 5507 members 
Mstep: Class 24 contains 38641 members 
Mstep: Class 25 contains 10045 members 
Mstep: Class 26 contains 2009 members 
Mstep: Class 27 contains 3495 members 
Mstep: Class 28 contains 29066 members 
Mstep: Class 29 contains 30416 members 
Mstep: Class 30 contains 25469 members 
Mstep: Class 31 contains 10153 members 
Mstep: Class 32 contains 11178 members 
Mstep: Class 33 contains 20658 members 
Mstep: Class 34 contains 1115 members 
Mstep: Class 35 contains 4032 members 
Mstep: Class 36 contains 2138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155666464.000000 Penalty: 126091.726562
Iteration 195Q: 37 clusters Score -1.556665e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 238846 members 
Mstep: Class 2 contains 10468 members 
Mstep: Class 3 contains 84682 members 
Mstep: Class 4 contains 79333 members 
Mstep: Class 5 contains 5392 members 
Mstep: Class 6 contains 3980 members 
Mstep: Class 7 contains 6283 members 
Mstep: Class 8 contains 11080 members 
Mstep: Class 9 contains 19959 members 
Mstep: Class 10 contains 1316 members 
Mstep: Class 11 contains 37818 members 
Mstep: Class 12 contains 227929 members 
Mstep: Class 13 contains 113071 members 
Mstep: Class 14 contains 40858 members 
Mstep: Class 15 contains 12557 members 
Mstep: Class 16 contains 213921 members 
Mstep: Class 17 contains 1007 members 
Mstep: Class 18 contains 25267 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 4312 members 
Mstep: Class 21 contains 17279 members 
Mstep: Class 22 contains 9983 members 
Mstep: Class 23 contains 5507 members 
Mstep: Class 24 contains 38638 members 
Mstep: Class 25 contains 10046 members 
Mstep: Class 26 contains 2009 members 
Mstep: Class 27 contains 3495 members 
Mstep: Class 28 contains 29068 members 
Mstep: Class 29 contains 30419 members 
Mstep: Class 30 contains 25469 members 
Mstep: Class 31 contains 10153 members 
Mstep: Class 32 contains 11184 members 
Mstep: Class 33 contains 20660 members 
Mstep: Class 34 contains 1115 members 
Mstep: Class 35 contains 4032 members 
Mstep: Class 36 contains 2138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155666416.000000 Penalty: 126091.726562
Iteration 196Q: 37 clusters Score -1.556664e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 238845 members 
Mstep: Class 2 contains 10468 members 
Mstep: Class 3 contains 84680 members 
Mstep: Class 4 contains 79331 members 
Mstep: Class 5 contains 5392 members 
Mstep: Class 6 contains 3980 members 
Mstep: Class 7 contains 6283 members 
Mstep: Class 8 contains 11080 members 
Mstep: Class 9 contains 19958 members 
Mstep: Class 10 contains 1316 members 
Mstep: Class 11 contains 37819 members 
Mstep: Class 12 contains 227930 members 
Mstep: Class 13 contains 113070 members 
Mstep: Class 14 contains 40858 members 
Mstep: Class 15 contains 12557 members 
Mstep: Class 16 contains 213921 members 
Mstep: Class 17 contains 1007 members 
Mstep: Class 18 contains 25263 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 4312 members 
Mstep: Class 21 contains 17279 members 
Mstep: Class 22 contains 9983 members 
Mstep: Class 23 contains 5507 members 
Mstep: Class 24 contains 38637 members 
Mstep: Class 25 contains 10047 members 
Mstep: Class 26 contains 2009 members 
Mstep: Class 27 contains 3495 members 
Mstep: Class 28 contains 29071 members 
Mstep: Class 29 contains 30422 members 
Mstep: Class 30 contains 25469 members 
Mstep: Class 31 contains 10153 members 
Mstep: Class 32 contains 11186 members 
Mstep: Class 33 contains 20661 members 
Mstep: Class 34 contains 1115 members 
Mstep: Class 35 contains 4032 members 
Mstep: Class 36 contains 2138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155666512.000000 Penalty: 126091.726562
Iteration 197Q: 37 clusters Score -1.556665e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 238843 members 
Mstep: Class 2 contains 10467 members 
Mstep: Class 3 contains 84676 members 
Mstep: Class 4 contains 79330 members 
Mstep: Class 5 contains 5392 members 
Mstep: Class 6 contains 3980 members 
Mstep: Class 7 contains 6283 members 
Mstep: Class 8 contains 11080 members 
Mstep: Class 9 contains 19958 members 
Mstep: Class 10 contains 1316 members 
Mstep: Class 11 contains 37819 members 
Mstep: Class 12 contains 227931 members 
Mstep: Class 13 contains 113071 members 
Mstep: Class 14 contains 40858 members 
Mstep: Class 15 contains 12557 members 
Mstep: Class 16 contains 213920 members 
Mstep: Class 17 contains 1007 members 
Mstep: Class 18 contains 25260 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 4312 members 
Mstep: Class 21 contains 17279 members 
Mstep: Class 22 contains 9983 members 
Mstep: Class 23 contains 5507 members 
Mstep: Class 24 contains 38640 members 
Mstep: Class 25 contains 10048 members 
Mstep: Class 26 contains 2009 members 
Mstep: Class 27 contains 3495 members 
Mstep: Class 28 contains 29072 members 
Mstep: Class 29 contains 30424 members 
Mstep: Class 30 contains 25469 members 
Mstep: Class 31 contains 10154 members 
Mstep: Class 32 contains 11188 members 
Mstep: Class 33 contains 20661 members 
Mstep: Class 34 contains 1115 members 
Mstep: Class 35 contains 4032 members 
Mstep: Class 36 contains 2138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155666432.000000 Penalty: 126091.726562
Iteration 198Q: 37 clusters Score -1.556664e+08 nChanged 12
Entering ConstructFrom: 
Score: -155666432.000000 Penalty: 126091.726562
Entering ConstructFrom: 
Trying to split cluster 1 (238842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238842 members 
Entering Unmasked Estep 
Score: -28176852.000000 Penalty: 3071.122314
	Iteration 0F: 2 clusters Score -2.817685e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119186 members 
Mstep: Class 2 contains 119656 members 
Entering Unmasked Estep 
Score: -28024676.000000 Penalty: 6142.244629
	Iteration 0F: 3 clusters Score -2.802468e+07 nChanged 115385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113363 members 
Mstep: Class 2 contains 125479 members 
Entering Unmasked Estep 
Score: -28092900.000000 Penalty: 6142.244629
	Iteration 1F: 3 clusters Score -2.80929e+07 nChanged 7112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109421 members 
Mstep: Class 2 contains 129421 members 
Entering Unmasked Estep 
Score: -28094800.000000 Penalty: 6142.244629
	Iteration 2Q: 3 clusters Score -2.80948e+07 nChanged 9201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102958 members 
Mstep: Class 2 contains 135884 members 
Entering Unmasked Estep 
Score: -28097884.000000 Penalty: 6142.244629
	Iteration 3Q: 3 clusters Score -2.809788e+07 nChanged 12270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93130 members 
Mstep: Class 2 contains 145712 members 
Entering Unmasked Estep 
Score: -28103308.000000 Penalty: 6142.244629
	Iteration 4F: 3 clusters Score -2.810331e+07 nChanged 15835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79371 members 
Mstep: Class 2 contains 159471 members 
Entering Unmasked Estep 
Score: -28112658.000000 Penalty: 6142.244629
	Iteration 5F: 3 clusters Score -2.811266e+07 nChanged 18773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62210 members 
Mstep: Class 2 contains 176632 members 
Entering Unmasked Estep 
Score: -28125244.000000 Penalty: 6142.244629
	Iteration 6F: 3 clusters Score -2.812524e+07 nChanged 19211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43961 members 
Mstep: Class 2 contains 194881 members 
Entering Unmasked Estep 
Score: -28139478.000000 Penalty: 6142.244629
	Iteration 7F: 3 clusters Score -2.813948e+07 nChanged 16618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27713 members 
Mstep: Class 2 contains 211129 members 
Entering Unmasked Estep 
Score: -28152324.000000 Penalty: 6142.244629
	Iteration 8F: 3 clusters Score -2.815232e+07 nChanged 12534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15279 members 
Mstep: Class 2 contains 223563 members 
Entering Unmasked Estep 
Score: -28162110.000000 Penalty: 6142.244629
	Iteration 9F: 3 clusters Score -2.816211e+07 nChanged 8011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 231566 members 
Entering Unmasked Estep 
Score: -28168606.000000 Penalty: 6142.244629
	Iteration 10Q: 3 clusters Score -2.816861e+07 nChanged 4181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 235745 members 
Entering Unmasked Estep 
Score: -28171856.000000 Penalty: 6142.244629
	Iteration 11Q: 3 clusters Score -2.817186e+07 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 237505 members 
Entering Unmasked Estep 
Score: -28173262.000000 Penalty: 6142.244629
	Iteration 12Q: 3 clusters Score -2.817326e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 238118 members 
Entering Unmasked Estep 
Score: -28173800.000000 Penalty: 6142.244629
	Iteration 13Q: 3 clusters Score -2.81738e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 238330 members 
Entering Unmasked Estep 
Score: -28173918.000000 Penalty: 6142.244629
	Iteration 14Q: 3 clusters Score -2.817392e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 238411 members 
Entering Unmasked Estep 
Score: -28173966.000000 Penalty: 6142.244629
	Iteration 15Q: 3 clusters Score -2.817397e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 238436 members 
Entering Unmasked Estep 
Score: -28174014.000000 Penalty: 6142.244629
	Iteration 16Q: 3 clusters Score -2.817401e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 238452 members 
Entering Unmasked Estep 
Score: -28174074.000000 Penalty: 6142.244629
	Iteration 17Q: 3 clusters Score -2.817407e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 238457 members 
Entering Unmasked Estep 
Score: -28174094.000000 Penalty: 6142.244629
	Iteration 18Q: 3 clusters Score -2.817409e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 238468 members 
Entering Unmasked Estep 
Score: -28174130.000000 Penalty: 6142.244629
	Iteration 19Q: 3 clusters Score -2.817413e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 238476 members 
Entering Unmasked Estep 
Score: -28174136.000000 Penalty: 6142.244629
	Iteration 20F: 3 clusters Score -2.817414e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 238480 members 
Entering Unmasked Estep 
Score: -28174156.000000 Penalty: 6142.244629
	Iteration 21Q: 3 clusters Score -2.817416e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 238486 members 
Entering Unmasked Estep 
Score: -28174166.000000 Penalty: 6142.244629
	Iteration 22Q: 3 clusters Score -2.817417e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 238491 members 
Entering Unmasked Estep 
Score: -28174188.000000 Penalty: 6142.244629
	Iteration 23Q: 3 clusters Score -2.817419e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 238496 members 
Entering Unmasked Estep 
Score: -28174184.000000 Penalty: 6142.244629
	Iteration 24Q: 3 clusters Score -2.817418e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 238498 members 
Entering Unmasked Estep 
Score: -28174186.000000 Penalty: 6142.244629
	Iteration 25Q: 3 clusters Score -2.817419e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 238497 members 
Entering Unmasked Estep 
Score: -28174190.000000 Penalty: 6142.244629
	Iteration 26Q: 3 clusters Score -2.817419e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 238498 members 
Entering Unmasked Estep 
Score: -28174190.000000 Penalty: 6142.244629
	Iteration 27Q: 3 clusters Score -2.817419e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 238499 members 
Entering Unmasked Estep 
Score: -28174194.000000 Penalty: 6142.244629
	Iteration 28Q: 3 clusters Score -2.817419e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 238501 members 
Entering Unmasked Estep 
Score: -28174194.000000 Penalty: 6142.244629
	Iteration 29Q: 3 clusters Score -2.817419e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 238501 members 
Entering Unmasked Estep 
Score: -28174194.000000 Penalty: 6142.244629
	Iteration 30F: 3 clusters Score -2.817419e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (10467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Entering Unmasked Estep 
Score: -1200969.250000 Penalty: 2295.483643
	Iteration 0F: 2 clusters Score -1200969 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -1192996.125000 Penalty: 4590.967285
	Iteration 0F: 3 clusters Score -1192996 nChanged 4322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -1195335.375000 Penalty: 4590.967285
	Iteration 1F: 3 clusters Score -1195335 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -1195664.500000 Penalty: 4590.967285
	Iteration 2F: 3 clusters Score -1195664 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -1195933.000000 Penalty: 4590.967285
	Iteration 3F: 3 clusters Score -1195933 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -1196175.375000 Penalty: 4590.967285
	Iteration 4Q: 3 clusters Score -1196175 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -1196425.750000 Penalty: 4590.967285
	Iteration 5Q: 3 clusters Score -1196426 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -1196698.000000 Penalty: 4590.967285
	Iteration 6Q: 3 clusters Score -1196698 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -1197026.750000 Penalty: 4590.967285
	Iteration 7Q: 3 clusters Score -1197027 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -1197471.125000 Penalty: 4590.967285
	Iteration 8F: 3 clusters Score -1197471 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -1198012.375000 Penalty: 4590.967285
	Iteration 9F: 3 clusters Score -1198012 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -1198544.625000 Penalty: 4590.967285
	Iteration 10F: 3 clusters Score -1198545 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -1198933.750000 Penalty: 4590.967285
	Iteration 11Q: 3 clusters Score -1198934 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -1199161.875000 Penalty: 4590.967285
	Iteration 12Q: 3 clusters Score -1199162 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -1199298.375000 Penalty: 4590.967285
	Iteration 13Q: 3 clusters Score -1199298 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -1199384.250000 Penalty: 4590.967285
	Iteration 14Q: 3 clusters Score -1199384 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -1199421.250000 Penalty: 4590.967285
	Iteration 15Q: 3 clusters Score -1199421 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -1199443.875000 Penalty: 4590.967285
	Iteration 16Q: 3 clusters Score -1199444 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -1199457.625000 Penalty: 4590.967285
	Iteration 17Q: 3 clusters Score -1199458 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -1199468.750000 Penalty: 4590.967285
	Iteration 18Q: 3 clusters Score -1199469 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -1199476.875000 Penalty: 4590.967285
	Iteration 19Q: 3 clusters Score -1199477 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -1199481.000000 Penalty: 4590.967285
	Iteration 20F: 3 clusters Score -1199481 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -1199487.375000 Penalty: 4590.967285
	Iteration 21Q: 3 clusters Score -1199487 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -1199486.250000 Penalty: 4590.967285
	Iteration 22Q: 3 clusters Score -1199486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -1199488.375000 Penalty: 4590.967285
	Iteration 23Q: 3 clusters Score -1199488 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -1199495.375000 Penalty: 4590.967285
	Iteration 24Q: 3 clusters Score -1199495 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -1199497.750000 Penalty: 4590.967285
	Iteration 25Q: 3 clusters Score -1199498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -1199498.250000 Penalty: 4590.967285
	Iteration 26Q: 3 clusters Score -1199498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -1199500.875000 Penalty: 4590.967285
	Iteration 27Q: 3 clusters Score -1199501 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -1199502.000000 Penalty: 4590.967285
	Iteration 28Q: 3 clusters Score -1199502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -1199501.625000 Penalty: 4590.967285
	Iteration 29Q: 3 clusters Score -1199502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -1199503.250000 Penalty: 4590.967285
	Iteration 30Q: 3 clusters Score -1199503 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -1199504.500000 Penalty: 4590.967285
	Iteration 31Q: 3 clusters Score -1199504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -1199505.625000 Penalty: 4590.967285
	Iteration 32Q: 3 clusters Score -1199506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -1199506.125000 Penalty: 4590.967285
	Iteration 33Q: 3 clusters Score -1199506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -1199507.375000 Penalty: 4590.967285
	Iteration 34Q: 3 clusters Score -1199507 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -1199508.125000 Penalty: 4590.967285
	Iteration 35Q: 3 clusters Score -1199508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -1199509.125000 Penalty: 4590.967285
	Iteration 36Q: 3 clusters Score -1199509 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -1199509.125000 Penalty: 4590.967285
	Iteration 37F: 3 clusters Score -1199509 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (84672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84672 members 
Entering Unmasked Estep 
Score: -10004006.000000 Penalty: 2813.942139
	Iteration 0F: 2 clusters Score -1.000401e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42534 members 
Mstep: Class 2 contains 42138 members 
Entering Unmasked Estep 
Score: -9947458.000000 Penalty: 5627.884277
	Iteration 0F: 3 clusters Score -9947458 nChanged 39792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44152 members 
Mstep: Class 2 contains 40520 members 
Entering Unmasked Estep 
Score: -9969991.000000 Penalty: 5627.884277
	Iteration 1F: 3 clusters Score -9969991 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45357 members 
Mstep: Class 2 contains 39315 members 
Entering Unmasked Estep 
Score: -9970799.000000 Penalty: 5627.884277
	Iteration 2Q: 3 clusters Score -9970799 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47030 members 
Mstep: Class 2 contains 37642 members 
Entering Unmasked Estep 
Score: -9971760.000000 Penalty: 5627.884277
	Iteration 3Q: 3 clusters Score -9971760 nChanged 3541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49515 members 
Mstep: Class 2 contains 35157 members 
Entering Unmasked Estep 
Score: -9973207.000000 Penalty: 5627.884277
	Iteration 4Q: 3 clusters Score -9973207 nChanged 4201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53040 members 
Mstep: Class 2 contains 31632 members 
Entering Unmasked Estep 
Score: -9975184.000000 Penalty: 5627.884277
	Iteration 5Q: 3 clusters Score -9975184 nChanged 5177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57845 members 
Mstep: Class 2 contains 26827 members 
Entering Unmasked Estep 
Score: -9978445.000000 Penalty: 5627.884277
	Iteration 6F: 3 clusters Score -9978445 nChanged 6309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63972 members 
Mstep: Class 2 contains 20700 members 
Entering Unmasked Estep 
Score: -9983327.000000 Penalty: 5627.884277
	Iteration 7F: 3 clusters Score -9983327 nChanged 6543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70413 members 
Mstep: Class 2 contains 14259 members 
Entering Unmasked Estep 
Score: -9988917.000000 Penalty: 5627.884277
	Iteration 8F: 3 clusters Score -9988917 nChanged 5579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75950 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -9994018.000000 Penalty: 5627.884277
	Iteration 9F: 3 clusters Score -9994018 nChanged 3580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79504 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -9997398.000000 Penalty: 5627.884277
	Iteration 10Q: 3 clusters Score -9997398 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81525 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -9999249.000000 Penalty: 5627.884277
	Iteration 11Q: 3 clusters Score -9999249 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82544 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -10000153.000000 Penalty: 5627.884277
	Iteration 12Q: 3 clusters Score -1.000015e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83104 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -10000618.000000 Penalty: 5627.884277
	Iteration 13Q: 3 clusters Score -1.000062e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83459 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -10000897.000000 Penalty: 5627.884277
	Iteration 14Q: 3 clusters Score -1.00009e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83678 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -10001103.000000 Penalty: 5627.884277
	Iteration 15Q: 3 clusters Score -1.00011e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83809 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -10001207.000000 Penalty: 5627.884277
	Iteration 16Q: 3 clusters Score -1.000121e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83904 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -10001286.000000 Penalty: 5627.884277
	Iteration 17Q: 3 clusters Score -1.000129e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83970 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -10001336.000000 Penalty: 5627.884277
	Iteration 18Q: 3 clusters Score -1.000134e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84018 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -10001381.000000 Penalty: 5627.884277
	Iteration 19Q: 3 clusters Score -1.000138e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84046 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -10001404.000000 Penalty: 5627.884277
	Iteration 20F: 3 clusters Score -1.00014e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84080 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -10001446.000000 Penalty: 5627.884277
	Iteration 21Q: 3 clusters Score -1.000145e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84104 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -10001461.000000 Penalty: 5627.884277
	Iteration 22Q: 3 clusters Score -1.000146e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84116 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -10001485.000000 Penalty: 5627.884277
	Iteration 23Q: 3 clusters Score -1.000148e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84122 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -10001486.000000 Penalty: 5627.884277
	Iteration 24Q: 3 clusters Score -1.000149e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84135 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -10001501.000000 Penalty: 5627.884277
	Iteration 25Q: 3 clusters Score -1.00015e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84139 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -10001502.000000 Penalty: 5627.884277
	Iteration 26Q: 3 clusters Score -1.00015e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84144 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -10001510.000000 Penalty: 5627.884277
	Iteration 27Q: 3 clusters Score -1.000151e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84151 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -10001519.000000 Penalty: 5627.884277
	Iteration 28Q: 3 clusters Score -1.000152e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84154 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -10001531.000000 Penalty: 5627.884277
	Iteration 29Q: 3 clusters Score -1.000153e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84159 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -10001532.000000 Penalty: 5627.884277
	Iteration 30Q: 3 clusters Score -1.000153e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84164 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -10001531.000000 Penalty: 5627.884277
	Iteration 31Q: 3 clusters Score -1.000153e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84168 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -10001530.000000 Penalty: 5627.884277
	Iteration 32Q: 3 clusters Score -1.000153e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84171 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -10001529.000000 Penalty: 5627.884277
	Iteration 33Q: 3 clusters Score -1.000153e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84177 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -10001546.000000 Penalty: 5627.884277
	Iteration 34Q: 3 clusters Score -1.000155e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84181 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -10001554.000000 Penalty: 5627.884277
	Iteration 35Q: 3 clusters Score -1.000155e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84185 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -10001549.000000 Penalty: 5627.884277
	Iteration 36Q: 3 clusters Score -1.000155e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84189 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -10001564.000000 Penalty: 5627.884277
	Iteration 37Q: 3 clusters Score -1.000156e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84190 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -10001560.000000 Penalty: 5627.884277
	Iteration 38Q: 3 clusters Score -1.000156e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84190 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -10001560.000000 Penalty: 5627.884277
	Iteration 39Q: 3 clusters Score -1.000156e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84193 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -10001569.000000 Penalty: 5627.884277
	Iteration 40F: 3 clusters Score -1.000157e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (79330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79330 members 
Entering Unmasked Estep 
Score: -9337452.000000 Penalty: 2797.780273
	Iteration 0F: 2 clusters Score -9337452 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39894 members 
Mstep: Class 2 contains 39436 members 
Entering Unmasked Estep 
Score: -9284505.000000 Penalty: 5595.560547
	Iteration 0F: 3 clusters Score -9284505 nChanged 37202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42692 members 
Mstep: Class 2 contains 36638 members 
Entering Unmasked Estep 
Score: -9305464.000000 Penalty: 5595.560547
	Iteration 1F: 3 clusters Score -9305464 nChanged 3701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44965 members 
Mstep: Class 2 contains 34365 members 
Entering Unmasked Estep 
Score: -9306870.000000 Penalty: 5595.560547
	Iteration 2Q: 3 clusters Score -9306870 nChanged 4497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48440 members 
Mstep: Class 2 contains 30890 members 
Entering Unmasked Estep 
Score: -9309141.000000 Penalty: 5595.560547
	Iteration 3F: 3 clusters Score -9309141 nChanged 5461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53123 members 
Mstep: Class 2 contains 26207 members 
Entering Unmasked Estep 
Score: -9312408.000000 Penalty: 5595.560547
	Iteration 4F: 3 clusters Score -9312408 nChanged 5916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58603 members 
Mstep: Class 2 contains 20727 members 
Entering Unmasked Estep 
Score: -9316544.000000 Penalty: 5595.560547
	Iteration 5F: 3 clusters Score -9316544 nChanged 6012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64409 members 
Mstep: Class 2 contains 14921 members 
Entering Unmasked Estep 
Score: -9321348.000000 Penalty: 5595.560547
	Iteration 6F: 3 clusters Score -9321348 nChanged 5440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69789 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -9326078.000000 Penalty: 5595.560547
	Iteration 7F: 3 clusters Score -9326078 nChanged 4275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74046 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -9330077.000000 Penalty: 5595.560547
	Iteration 8F: 3 clusters Score -9330077 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76835 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -9332807.000000 Penalty: 5595.560547
	Iteration 9Q: 3 clusters Score -9332807 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78107 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -9334106.000000 Penalty: 5595.560547
	Iteration 10Q: 3 clusters Score -9334106 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78574 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -9334554.000000 Penalty: 5595.560547
	Iteration 11Q: 3 clusters Score -9334554 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78757 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -9334738.000000 Penalty: 5595.560547
	Iteration 12Q: 3 clusters Score -9334738 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78822 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -9334830.000000 Penalty: 5595.560547
	Iteration 13Q: 3 clusters Score -9334830 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78858 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -9334887.000000 Penalty: 5595.560547
	Iteration 14Q: 3 clusters Score -9334887 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78891 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -9334932.000000 Penalty: 5595.560547
	Iteration 15Q: 3 clusters Score -9334932 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78902 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -9334946.000000 Penalty: 5595.560547
	Iteration 16Q: 3 clusters Score -9334946 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78912 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -9334959.000000 Penalty: 5595.560547
	Iteration 17Q: 3 clusters Score -9334959 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78922 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -9334987.000000 Penalty: 5595.560547
	Iteration 18Q: 3 clusters Score -9334987 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78927 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -9334994.000000 Penalty: 5595.560547
	Iteration 19Q: 3 clusters Score -9334994 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78933 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -9335003.000000 Penalty: 5595.560547
	Iteration 20F: 3 clusters Score -9335003 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78935 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -9335022.000000 Penalty: 5595.560547
	Iteration 21Q: 3 clusters Score -9335022 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78937 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -9335029.000000 Penalty: 5595.560547
	Iteration 22Q: 3 clusters Score -9335029 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78937 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -9335040.000000 Penalty: 5595.560547
	Iteration 23Q: 3 clusters Score -9335040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78939 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -9335043.000000 Penalty: 5595.560547
	Iteration 24Q: 3 clusters Score -9335043 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78938 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -9335040.000000 Penalty: 5595.560547
	Iteration 25Q: 3 clusters Score -9335040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78939 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -9335036.000000 Penalty: 5595.560547
	Iteration 26Q: 3 clusters Score -9335036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78940 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -9335045.000000 Penalty: 5595.560547
	Iteration 27Q: 3 clusters Score -9335045 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78942 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -9335046.000000 Penalty: 5595.560547
	Iteration 28Q: 3 clusters Score -9335046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78944 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -9335054.000000 Penalty: 5595.560547
	Iteration 29Q: 3 clusters Score -9335054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78947 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -9335056.000000 Penalty: 5595.560547
	Iteration 30Q: 3 clusters Score -9335056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78948 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -9335059.000000 Penalty: 5595.560547
	Iteration 31Q: 3 clusters Score -9335059 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78949 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -9335072.000000 Penalty: 5595.560547
	Iteration 32Q: 3 clusters Score -9335072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78947 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -9335069.000000 Penalty: 5595.560547
	Iteration 33Q: 3 clusters Score -9335069 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78947 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -9335069.000000 Penalty: 5595.560547
	Iteration 34F: 3 clusters Score -9335069 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Entering Unmasked Estep 
Score: -590742.687500 Penalty: 2130.982422
	Iteration 0F: 2 clusters Score -590742.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -586004.250000 Penalty: 4261.964844
	Iteration 0F: 3 clusters Score -586004.2 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -587273.562500 Penalty: 4261.964844
	Iteration 1F: 3 clusters Score -587273.6 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -587645.375000 Penalty: 4261.964844
	Iteration 2F: 3 clusters Score -587645.4 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -588021.125000 Penalty: 4261.964844
	Iteration 3F: 3 clusters Score -588021.1 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -588434.187500 Penalty: 4261.964844
	Iteration 4F: 3 clusters Score -588434.2 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -588888.062500 Penalty: 4261.964844
	Iteration 5F: 3 clusters Score -588888.1 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -589257.875000 Penalty: 4261.964844
	Iteration 6F: 3 clusters Score -589257.9 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -589477.437500 Penalty: 4261.964844
	Iteration 7F: 3 clusters Score -589477.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -589619.187500 Penalty: 4261.964844
	Iteration 8Q: 3 clusters Score -589619.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -589711.312500 Penalty: 4261.964844
	Iteration 9Q: 3 clusters Score -589711.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -589777.250000 Penalty: 4261.964844
	Iteration 10Q: 3 clusters Score -589777.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -589812.250000 Penalty: 4261.964844
	Iteration 11Q: 3 clusters Score -589812.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -589836.625000 Penalty: 4261.964844
	Iteration 12Q: 3 clusters Score -589836.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -589857.625000 Penalty: 4261.964844
	Iteration 13Q: 3 clusters Score -589857.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -589874.687500 Penalty: 4261.964844
	Iteration 14Q: 3 clusters Score -589874.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -589883.125000 Penalty: 4261.964844
	Iteration 15Q: 3 clusters Score -589883.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -589887.062500 Penalty: 4261.964844
	Iteration 16Q: 3 clusters Score -589887.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -589889.375000 Penalty: 4261.964844
	Iteration 17Q: 3 clusters Score -589889.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -589891.625000 Penalty: 4261.964844
	Iteration 18Q: 3 clusters Score -589891.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -589893.312500 Penalty: 4261.964844
	Iteration 19Q: 3 clusters Score -589893.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -589896.125000 Penalty: 4261.964844
	Iteration 20F: 3 clusters Score -589896.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -589898.625000 Penalty: 4261.964844
	Iteration 21Q: 3 clusters Score -589898.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -589901.062500 Penalty: 4261.964844
	Iteration 22Q: 3 clusters Score -589901.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -589901.187500 Penalty: 4261.964844
	Iteration 23Q: 3 clusters Score -589901.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -589903.375000 Penalty: 4261.964844
	Iteration 24Q: 3 clusters Score -589903.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -589903.875000 Penalty: 4261.964844
	Iteration 25Q: 3 clusters Score -589903.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -589904.000000 Penalty: 4261.964844
	Iteration 26Q: 3 clusters Score -589904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -589905.437500 Penalty: 4261.964844
	Iteration 27Q: 3 clusters Score -589905.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -589905.250000 Penalty: 4261.964844
	Iteration 28Q: 3 clusters Score -589905.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -589905.250000 Penalty: 4261.964844
	Iteration 29F: 3 clusters Score -589905.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Entering Unmasked Estep 
Score: -453913.906250 Penalty: 2055.681152
	Iteration 0F: 2 clusters Score -453913.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -450075.968750 Penalty: 4111.362305
	Iteration 0F: 3 clusters Score -450076 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -450875.593750 Penalty: 4111.362305
	Iteration 1F: 3 clusters Score -450875.6 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -451027.250000 Penalty: 4111.362305
	Iteration 2F: 3 clusters Score -451027.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -451121.875000 Penalty: 4111.362305
	Iteration 3Q: 3 clusters Score -451121.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -451192.250000 Penalty: 4111.362305
	Iteration 4Q: 3 clusters Score -451192.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -451261.093750 Penalty: 4111.362305
	Iteration 5Q: 3 clusters Score -451261.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -451321.093750 Penalty: 4111.362305
	Iteration 6Q: 3 clusters Score -451321.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -451362.343750 Penalty: 4111.362305
	Iteration 7Q: 3 clusters Score -451362.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -451391.125000 Penalty: 4111.362305
	Iteration 8Q: 3 clusters Score -451391.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -451412.031250 Penalty: 4111.362305
	Iteration 9Q: 3 clusters Score -451412 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -451429.812500 Penalty: 4111.362305
	Iteration 10Q: 3 clusters Score -451429.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -451450.562500 Penalty: 4111.362305
	Iteration 11Q: 3 clusters Score -451450.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -451467.437500 Penalty: 4111.362305
	Iteration 12Q: 3 clusters Score -451467.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -451482.218750 Penalty: 4111.362305
	Iteration 13Q: 3 clusters Score -451482.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -451500.468750 Penalty: 4111.362305
	Iteration 14Q: 3 clusters Score -451500.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -451524.093750 Penalty: 4111.362305
	Iteration 15Q: 3 clusters Score -451524.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -451545.125000 Penalty: 4111.362305
	Iteration 16Q: 3 clusters Score -451545.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -451564.468750 Penalty: 4111.362305
	Iteration 17Q: 3 clusters Score -451564.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -451584.750000 Penalty: 4111.362305
	Iteration 18Q: 3 clusters Score -451584.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -451597.375000 Penalty: 4111.362305
	Iteration 19Q: 3 clusters Score -451597.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -451610.812500 Penalty: 4111.362305
	Iteration 20F: 3 clusters Score -451610.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -451627.156250 Penalty: 4111.362305
	Iteration 21Q: 3 clusters Score -451627.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -451639.968750 Penalty: 4111.362305
	Iteration 22Q: 3 clusters Score -451640 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -451648.281250 Penalty: 4111.362305
	Iteration 23Q: 3 clusters Score -451648.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -451660.125000 Penalty: 4111.362305
	Iteration 24Q: 3 clusters Score -451660.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -451670.218750 Penalty: 4111.362305
	Iteration 25Q: 3 clusters Score -451670.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -451680.468750 Penalty: 4111.362305
	Iteration 26Q: 3 clusters Score -451680.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -451691.281250 Penalty: 4111.362305
	Iteration 27Q: 3 clusters Score -451691.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -451700.906250 Penalty: 4111.362305
	Iteration 28Q: 3 clusters Score -451700.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -451711.218750 Penalty: 4111.362305
	Iteration 29Q: 3 clusters Score -451711.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -451728.218750 Penalty: 4111.362305
	Iteration 30Q: 3 clusters Score -451728.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -451745.937500 Penalty: 4111.362305
	Iteration 31Q: 3 clusters Score -451745.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -451762.750000 Penalty: 4111.362305
	Iteration 32Q: 3 clusters Score -451762.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -451775.531250 Penalty: 4111.362305
	Iteration 33Q: 3 clusters Score -451775.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -451788.843750 Penalty: 4111.362305
	Iteration 34Q: 3 clusters Score -451788.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -451800.656250 Penalty: 4111.362305
	Iteration 35Q: 3 clusters Score -451800.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -451812.687500 Penalty: 4111.362305
	Iteration 36Q: 3 clusters Score -451812.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -451822.468750 Penalty: 4111.362305
	Iteration 37Q: 3 clusters Score -451822.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -451836.312500 Penalty: 4111.362305
	Iteration 38Q: 3 clusters Score -451836.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -451848.312500 Penalty: 4111.362305
	Iteration 39Q: 3 clusters Score -451848.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -451854.875000 Penalty: 4111.362305
	Iteration 40F: 3 clusters Score -451854.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -451861.375000 Penalty: 4111.362305
	Iteration 41Q: 3 clusters Score -451861.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -451869.687500 Penalty: 4111.362305
	Iteration 42Q: 3 clusters Score -451869.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -451876.156250 Penalty: 4111.362305
	Iteration 43Q: 3 clusters Score -451876.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -451879.656250 Penalty: 4111.362305
	Iteration 44Q: 3 clusters Score -451879.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -451882.125000 Penalty: 4111.362305
	Iteration 45Q: 3 clusters Score -451882.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -451884.750000 Penalty: 4111.362305
	Iteration 46Q: 3 clusters Score -451884.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -451889.000000 Penalty: 4111.362305
	Iteration 47Q: 3 clusters Score -451889 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -451892.875000 Penalty: 4111.362305
	Iteration 48Q: 3 clusters Score -451892.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -451897.687500 Penalty: 4111.362305
	Iteration 49Q: 3 clusters Score -451897.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -451906.250000 Penalty: 4111.362305
	Iteration 50Q: 3 clusters Score -451906.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -451915.468750 Penalty: 4111.362305
	Iteration 51Q: 3 clusters Score -451915.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -451926.312500 Penalty: 4111.362305
	Iteration 52Q: 3 clusters Score -451926.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -451938.968750 Penalty: 4111.362305
	Iteration 53Q: 3 clusters Score -451939 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -451946.875000 Penalty: 4111.362305
	Iteration 54Q: 3 clusters Score -451946.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -451959.125000 Penalty: 4111.362305
	Iteration 55Q: 3 clusters Score -451959.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -451967.656250 Penalty: 4111.362305
	Iteration 56Q: 3 clusters Score -451967.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -451976.875000 Penalty: 4111.362305
	Iteration 57Q: 3 clusters Score -451976.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -451985.343750 Penalty: 4111.362305
	Iteration 58Q: 3 clusters Score -451985.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -451992.593750 Penalty: 4111.362305
	Iteration 59Q: 3 clusters Score -451992.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -451997.281250 Penalty: 4111.362305
	Iteration 60F: 3 clusters Score -451997.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -452003.218750 Penalty: 4111.362305
	Iteration 61Q: 3 clusters Score -452003.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -452012.531250 Penalty: 4111.362305
	Iteration 62Q: 3 clusters Score -452012.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -452023.000000 Penalty: 4111.362305
	Iteration 63Q: 3 clusters Score -452023 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -452036.562500 Penalty: 4111.362305
	Iteration 64Q: 3 clusters Score -452036.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -452044.500000 Penalty: 4111.362305
	Iteration 65Q: 3 clusters Score -452044.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -452054.031250 Penalty: 4111.362305
	Iteration 66Q: 3 clusters Score -452054 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -452060.250000 Penalty: 4111.362305
	Iteration 67Q: 3 clusters Score -452060.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -452066.562500 Penalty: 4111.362305
	Iteration 68Q: 3 clusters Score -452066.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -452071.000000 Penalty: 4111.362305
	Iteration 69Q: 3 clusters Score -452071 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -452073.281250 Penalty: 4111.362305
	Iteration 70Q: 3 clusters Score -452073.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -452076.656250 Penalty: 4111.362305
	Iteration 71Q: 3 clusters Score -452076.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -452079.968750 Penalty: 4111.362305
	Iteration 72Q: 3 clusters Score -452080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -452082.093750 Penalty: 4111.362305
	Iteration 73Q: 3 clusters Score -452082.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -452085.312500 Penalty: 4111.362305
	Iteration 74Q: 3 clusters Score -452085.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -452087.000000 Penalty: 4111.362305
	Iteration 75Q: 3 clusters Score -452087 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -452090.062500 Penalty: 4111.362305
	Iteration 76Q: 3 clusters Score -452090.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -452092.468750 Penalty: 4111.362305
	Iteration 77Q: 3 clusters Score -452092.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -452094.437500 Penalty: 4111.362305
	Iteration 78Q: 3 clusters Score -452094.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -452093.937500 Penalty: 4111.362305
	Iteration 79Q: 3 clusters Score -452093.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -452093.937500 Penalty: 4111.362305
	Iteration 80F: 3 clusters Score -452093.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Entering Unmasked Estep 
Score: -720862.062500 Penalty: 2168.909424
	Iteration 0F: 2 clusters Score -720862.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -715605.000000 Penalty: 4337.818848
	Iteration 0F: 3 clusters Score -715605 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -716928.687500 Penalty: 4337.818848
	Iteration 1F: 3 clusters Score -716928.7 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -717187.375000 Penalty: 4337.818848
	Iteration 2F: 3 clusters Score -717187.4 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -717377.000000 Penalty: 4337.818848
	Iteration 3F: 3 clusters Score -717377 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -717518.000000 Penalty: 4337.818848
	Iteration 4Q: 3 clusters Score -717518 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -717632.937500 Penalty: 4337.818848
	Iteration 5Q: 3 clusters Score -717632.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -717742.812500 Penalty: 4337.818848
	Iteration 6Q: 3 clusters Score -717742.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -717819.875000 Penalty: 4337.818848
	Iteration 7Q: 3 clusters Score -717819.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -717902.437500 Penalty: 4337.818848
	Iteration 8Q: 3 clusters Score -717902.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -717987.125000 Penalty: 4337.818848
	Iteration 9Q: 3 clusters Score -717987.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -718070.937500 Penalty: 4337.818848
	Iteration 10Q: 3 clusters Score -718070.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -718160.812500 Penalty: 4337.818848
	Iteration 11Q: 3 clusters Score -718160.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -718257.625000 Penalty: 4337.818848
	Iteration 12Q: 3 clusters Score -718257.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -718340.437500 Penalty: 4337.818848
	Iteration 13Q: 3 clusters Score -718340.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -718434.187500 Penalty: 4337.818848
	Iteration 14Q: 3 clusters Score -718434.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -718514.062500 Penalty: 4337.818848
	Iteration 15Q: 3 clusters Score -718514.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -718572.062500 Penalty: 4337.818848
	Iteration 16Q: 3 clusters Score -718572.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -718630.000000 Penalty: 4337.818848
	Iteration 17Q: 3 clusters Score -718630 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -718693.250000 Penalty: 4337.818848
	Iteration 18Q: 3 clusters Score -718693.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -718749.375000 Penalty: 4337.818848
	Iteration 19Q: 3 clusters Score -718749.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -718795.875000 Penalty: 4337.818848
	Iteration 20F: 3 clusters Score -718795.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -718827.625000 Penalty: 4337.818848
	Iteration 21Q: 3 clusters Score -718827.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -718860.000000 Penalty: 4337.818848
	Iteration 22Q: 3 clusters Score -718860 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -718886.125000 Penalty: 4337.818848
	Iteration 23Q: 3 clusters Score -718886.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -718908.875000 Penalty: 4337.818848
	Iteration 24Q: 3 clusters Score -718908.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -718927.000000 Penalty: 4337.818848
	Iteration 25Q: 3 clusters Score -718927 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -718943.750000 Penalty: 4337.818848
	Iteration 26Q: 3 clusters Score -718943.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -718956.250000 Penalty: 4337.818848
	Iteration 27Q: 3 clusters Score -718956.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -718968.625000 Penalty: 4337.818848
	Iteration 28Q: 3 clusters Score -718968.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -718986.375000 Penalty: 4337.818848
	Iteration 29Q: 3 clusters Score -718986.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -718996.000000 Penalty: 4337.818848
	Iteration 30Q: 3 clusters Score -718996 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -719006.375000 Penalty: 4337.818848
	Iteration 31Q: 3 clusters Score -719006.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -719014.437500 Penalty: 4337.818848
	Iteration 32Q: 3 clusters Score -719014.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -719020.125000 Penalty: 4337.818848
	Iteration 33Q: 3 clusters Score -719020.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -719028.062500 Penalty: 4337.818848
	Iteration 34Q: 3 clusters Score -719028.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -719033.812500 Penalty: 4337.818848
	Iteration 35Q: 3 clusters Score -719033.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -719036.312500 Penalty: 4337.818848
	Iteration 36Q: 3 clusters Score -719036.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -719041.250000 Penalty: 4337.818848
	Iteration 37Q: 3 clusters Score -719041.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -719044.125000 Penalty: 4337.818848
	Iteration 38Q: 3 clusters Score -719044.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -719046.187500 Penalty: 4337.818848
	Iteration 39Q: 3 clusters Score -719046.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -719050.375000 Penalty: 4337.818848
	Iteration 40F: 3 clusters Score -719050.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -719056.625000 Penalty: 4337.818848
	Iteration 41Q: 3 clusters Score -719056.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -719060.375000 Penalty: 4337.818848
	Iteration 42Q: 3 clusters Score -719060.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -719067.312500 Penalty: 4337.818848
	Iteration 43Q: 3 clusters Score -719067.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -719070.375000 Penalty: 4337.818848
	Iteration 44Q: 3 clusters Score -719070.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -719070.375000 Penalty: 4337.818848
	Iteration 45Q: 3 clusters Score -719070.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -719070.812500 Penalty: 4337.818848
	Iteration 46Q: 3 clusters Score -719070.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -719071.250000 Penalty: 4337.818848
	Iteration 47Q: 3 clusters Score -719071.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -719071.375000 Penalty: 4337.818848
	Iteration 48Q: 3 clusters Score -719071.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -719072.312500 Penalty: 4337.818848
	Iteration 49Q: 3 clusters Score -719072.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -719072.375000 Penalty: 4337.818848
	Iteration 50Q: 3 clusters Score -719072.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -719072.375000 Penalty: 4337.818848
	Iteration 51F: 3 clusters Score -719072.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (11080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Entering Unmasked Estep 
Score: -1218647.375000 Penalty: 2309.598389
	Iteration 0F: 2 clusters Score -1218647 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -1210293.000000 Penalty: 4619.196777
	Iteration 0F: 3 clusters Score -1210293 nChanged 4707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -1212780.875000 Penalty: 4619.196777
	Iteration 1F: 3 clusters Score -1212781 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -1213297.125000 Penalty: 4619.196777
	Iteration 2F: 3 clusters Score -1213297 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -1214011.000000 Penalty: 4619.196777
	Iteration 3F: 3 clusters Score -1214011 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -1215020.625000 Penalty: 4619.196777
	Iteration 4F: 3 clusters Score -1215021 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -1215990.875000 Penalty: 4619.196777
	Iteration 5F: 3 clusters Score -1215991 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -1216663.125000 Penalty: 4619.196777
	Iteration 6F: 3 clusters Score -1216663 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -1217037.125000 Penalty: 4619.196777
	Iteration 7F: 3 clusters Score -1217037 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -1217238.000000 Penalty: 4619.196777
	Iteration 8Q: 3 clusters Score -1217238 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -1217347.375000 Penalty: 4619.196777
	Iteration 9Q: 3 clusters Score -1217347 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -1217407.625000 Penalty: 4619.196777
	Iteration 10Q: 3 clusters Score -1217408 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -1217429.000000 Penalty: 4619.196777
	Iteration 11Q: 3 clusters Score -1217429 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -1217442.125000 Penalty: 4619.196777
	Iteration 12Q: 3 clusters Score -1217442 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -1217449.625000 Penalty: 4619.196777
	Iteration 13Q: 3 clusters Score -1217450 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -1217452.000000 Penalty: 4619.196777
	Iteration 14Q: 3 clusters Score -1217452 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -1217455.875000 Penalty: 4619.196777
	Iteration 15Q: 3 clusters Score -1217456 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -1217466.625000 Penalty: 4619.196777
	Iteration 16Q: 3 clusters Score -1217467 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -1217467.250000 Penalty: 4619.196777
	Iteration 17Q: 3 clusters Score -1217467 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -1217469.375000 Penalty: 4619.196777
	Iteration 18Q: 3 clusters Score -1217469 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -1217470.500000 Penalty: 4619.196777
	Iteration 19Q: 3 clusters Score -1217470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -1217471.250000 Penalty: 4619.196777
	Iteration 20F: 3 clusters Score -1217471 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -1217472.625000 Penalty: 4619.196777
	Iteration 21Q: 3 clusters Score -1217473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -1217472.250000 Penalty: 4619.196777
	Iteration 22Q: 3 clusters Score -1217472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -1217472.500000 Penalty: 4619.196777
	Iteration 23Q: 3 clusters Score -1217472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -1217470.375000 Penalty: 4619.196777
	Iteration 24Q: 3 clusters Score -1217470 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -1217470.375000 Penalty: 4619.196777
	Iteration 25F: 3 clusters Score -1217470 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (19960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19960 members 
Entering Unmasked Estep 
Score: -2384573.000000 Penalty: 2455.568359
	Iteration 0F: 2 clusters Score -2384573 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -2370694.500000 Penalty: 4911.136719
	Iteration 0F: 3 clusters Score -2370694 nChanged 8630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -2375167.250000 Penalty: 4911.136719
	Iteration 1F: 3 clusters Score -2375167 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -2375505.000000 Penalty: 4911.136719
	Iteration 2Q: 3 clusters Score -2375505 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -2375761.500000 Penalty: 4911.136719
	Iteration 3Q: 3 clusters Score -2375762 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -2375965.250000 Penalty: 4911.136719
	Iteration 4Q: 3 clusters Score -2375965 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -2376155.750000 Penalty: 4911.136719
	Iteration 5Q: 3 clusters Score -2376156 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -2376311.000000 Penalty: 4911.136719
	Iteration 6Q: 3 clusters Score -2376311 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -2376482.500000 Penalty: 4911.136719
	Iteration 7Q: 3 clusters Score -2376482 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -2376690.500000 Penalty: 4911.136719
	Iteration 8Q: 3 clusters Score -2376690 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -2376916.750000 Penalty: 4911.136719
	Iteration 9Q: 3 clusters Score -2376917 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12761 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -2377234.250000 Penalty: 4911.136719
	Iteration 10Q: 3 clusters Score -2377234 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13479 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -2377641.750000 Penalty: 4911.136719
	Iteration 11Q: 3 clusters Score -2377642 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14307 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -2378168.500000 Penalty: 4911.136719
	Iteration 12Q: 3 clusters Score -2378168 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15256 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -2378812.250000 Penalty: 4911.136719
	Iteration 13F: 3 clusters Score -2378812 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16240 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -2379503.000000 Penalty: 4911.136719
	Iteration 14F: 3 clusters Score -2379503 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17165 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -2380250.750000 Penalty: 4911.136719
	Iteration 15Q: 3 clusters Score -2380251 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17954 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -2380864.500000 Penalty: 4911.136719
	Iteration 16Q: 3 clusters Score -2380864 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18546 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -2381353.000000 Penalty: 4911.136719
	Iteration 17Q: 3 clusters Score -2381353 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18961 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -2381702.500000 Penalty: 4911.136719
	Iteration 18Q: 3 clusters Score -2381702 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19242 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -2381961.750000 Penalty: 4911.136719
	Iteration 19Q: 3 clusters Score -2381962 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19398 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -2382106.000000 Penalty: 4911.136719
	Iteration 20F: 3 clusters Score -2382106 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19491 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -2382208.000000 Penalty: 4911.136719
	Iteration 21Q: 3 clusters Score -2382208 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19545 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -2382264.750000 Penalty: 4911.136719
	Iteration 22Q: 3 clusters Score -2382265 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19581 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -2382314.750000 Penalty: 4911.136719
	Iteration 23Q: 3 clusters Score -2382315 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19614 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -2382361.000000 Penalty: 4911.136719
	Iteration 24Q: 3 clusters Score -2382361 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19628 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -2382392.250000 Penalty: 4911.136719
	Iteration 25Q: 3 clusters Score -2382392 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19641 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -2382409.500000 Penalty: 4911.136719
	Iteration 26Q: 3 clusters Score -2382410 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19644 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -2382423.750000 Penalty: 4911.136719
	Iteration 27Q: 3 clusters Score -2382424 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19643 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -2382433.250000 Penalty: 4911.136719
	Iteration 28Q: 3 clusters Score -2382433 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19649 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -2382445.000000 Penalty: 4911.136719
	Iteration 29Q: 3 clusters Score -2382445 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19652 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -2382450.500000 Penalty: 4911.136719
	Iteration 30Q: 3 clusters Score -2382450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19656 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -2382456.750000 Penalty: 4911.136719
	Iteration 31Q: 3 clusters Score -2382457 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19657 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -2382458.500000 Penalty: 4911.136719
	Iteration 32Q: 3 clusters Score -2382458 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19657 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -2382458.500000 Penalty: 4911.136719
	Iteration 33F: 3 clusters Score -2382458 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Entering Unmasked Estep 
Score: -143725.421875 Penalty: 1781.223267
	Iteration 0F: 2 clusters Score -143725.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -141619.531250 Penalty: 3562.446533
	Iteration 0F: 3 clusters Score -141619.5 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -142114.187500 Penalty: 3562.446533
	Iteration 1F: 3 clusters Score -142114.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -142262.656250 Penalty: 3562.446533
	Iteration 2F: 3 clusters Score -142262.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -142375.671875 Penalty: 3562.446533
	Iteration 3Q: 3 clusters Score -142375.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -142540.218750 Penalty: 3562.446533
	Iteration 4F: 3 clusters Score -142540.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -142685.515625 Penalty: 3562.446533
	Iteration 5Q: 3 clusters Score -142685.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -142818.421875 Penalty: 3562.446533
	Iteration 6Q: 3 clusters Score -142818.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -142903.671875 Penalty: 3562.446533
	Iteration 7Q: 3 clusters Score -142903.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -142957.796875 Penalty: 3562.446533
	Iteration 8Q: 3 clusters Score -142957.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -142989.578125 Penalty: 3562.446533
	Iteration 9Q: 3 clusters Score -142989.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -143009.125000 Penalty: 3562.446533
	Iteration 10Q: 3 clusters Score -143009.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -143035.406250 Penalty: 3562.446533
	Iteration 11Q: 3 clusters Score -143035.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -143048.968750 Penalty: 3562.446533
	Iteration 12Q: 3 clusters Score -143049 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -143067.171875 Penalty: 3562.446533
	Iteration 13Q: 3 clusters Score -143067.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -143077.953125 Penalty: 3562.446533
	Iteration 14Q: 3 clusters Score -143078 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -143088.375000 Penalty: 3562.446533
	Iteration 15Q: 3 clusters Score -143088.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -143098.531250 Penalty: 3562.446533
	Iteration 16Q: 3 clusters Score -143098.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -143107.312500 Penalty: 3562.446533
	Iteration 17Q: 3 clusters Score -143107.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -143112.203125 Penalty: 3562.446533
	Iteration 18Q: 3 clusters Score -143112.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -143117.734375 Penalty: 3562.446533
	Iteration 19Q: 3 clusters Score -143117.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -143136.812500 Penalty: 3562.446533
	Iteration 20F: 3 clusters Score -143136.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -143162.781250 Penalty: 3562.446533
	Iteration 21Q: 3 clusters Score -143162.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -143178.375000 Penalty: 3562.446533
	Iteration 22Q: 3 clusters Score -143178.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -143189.109375 Penalty: 3562.446533
	Iteration 23Q: 3 clusters Score -143189.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -143203.281250 Penalty: 3562.446533
	Iteration 24Q: 3 clusters Score -143203.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -143210.828125 Penalty: 3562.446533
	Iteration 25Q: 3 clusters Score -143210.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -143217.859375 Penalty: 3562.446533
	Iteration 26Q: 3 clusters Score -143217.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -143224.546875 Penalty: 3562.446533
	Iteration 27Q: 3 clusters Score -143224.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -143230.625000 Penalty: 3562.446533
	Iteration 28Q: 3 clusters Score -143230.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -143233.921875 Penalty: 3562.446533
	Iteration 29Q: 3 clusters Score -143233.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -143237.093750 Penalty: 3562.446533
	Iteration 30Q: 3 clusters Score -143237.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -143239.812500 Penalty: 3562.446533
	Iteration 31Q: 3 clusters Score -143239.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -143243.015625 Penalty: 3562.446533
	Iteration 32Q: 3 clusters Score -143243 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -143248.906250 Penalty: 3562.446533
	Iteration 33Q: 3 clusters Score -143248.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -143252.875000 Penalty: 3562.446533
	Iteration 34Q: 3 clusters Score -143252.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -143257.328125 Penalty: 3562.446533
	Iteration 35Q: 3 clusters Score -143257.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -143260.890625 Penalty: 3562.446533
	Iteration 36Q: 3 clusters Score -143260.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -143268.718750 Penalty: 3562.446533
	Iteration 37Q: 3 clusters Score -143268.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -143272.531250 Penalty: 3562.446533
	Iteration 38Q: 3 clusters Score -143272.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -143276.828125 Penalty: 3562.446533
	Iteration 39Q: 3 clusters Score -143276.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -143281.531250 Penalty: 3562.446533
	Iteration 40F: 3 clusters Score -143281.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -143291.421875 Penalty: 3562.446533
	Iteration 41Q: 3 clusters Score -143291.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -143301.171875 Penalty: 3562.446533
	Iteration 42Q: 3 clusters Score -143301.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -143321.156250 Penalty: 3562.446533
	Iteration 43Q: 3 clusters Score -143321.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -143362.484375 Penalty: 3562.446533
	Iteration 44Q: 3 clusters Score -143362.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -143414.843750 Penalty: 3562.446533
	Iteration 45Q: 3 clusters Score -143414.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -143457.718750 Penalty: 3562.446533
	Iteration 46Q: 3 clusters Score -143457.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -143477.015625 Penalty: 3562.446533
	Iteration 47Q: 3 clusters Score -143477 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -143503.828125 Penalty: 3562.446533
	Iteration 48Q: 3 clusters Score -143503.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -143531.984375 Penalty: 3562.446533
	Iteration 49Q: 3 clusters Score -143532 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -143546.093750 Penalty: 3562.446533
	Iteration 50Q: 3 clusters Score -143546.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -143556.890625 Penalty: 3562.446533
	Iteration 51Q: 3 clusters Score -143556.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -143565.031250 Penalty: 3562.446533
	Iteration 52Q: 3 clusters Score -143565 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -143569.640625 Penalty: 3562.446533
	Iteration 53Q: 3 clusters Score -143569.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -143575.375000 Penalty: 3562.446533
	Iteration 54Q: 3 clusters Score -143575.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -143579.125000 Penalty: 3562.446533
	Iteration 55Q: 3 clusters Score -143579.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -143584.437500 Penalty: 3562.446533
	Iteration 56Q: 3 clusters Score -143584.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -143588.125000 Penalty: 3562.446533
	Iteration 57Q: 3 clusters Score -143588.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -143597.328125 Penalty: 3562.446533
	Iteration 58Q: 3 clusters Score -143597.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -143606.406250 Penalty: 3562.446533
	Iteration 59Q: 3 clusters Score -143606.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -143610.859375 Penalty: 3562.446533
	Iteration 60F: 3 clusters Score -143610.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -143614.015625 Penalty: 3562.446533
	Iteration 61Q: 3 clusters Score -143614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -143614.859375 Penalty: 3562.446533
	Iteration 62Q: 3 clusters Score -143614.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -143614.859375 Penalty: 3562.446533
	Iteration 63F: 3 clusters Score -143614.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (37819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37819 members 
Entering Unmasked Estep 
Score: -4385933.500000 Penalty: 2614.060547
	Iteration 0F: 2 clusters Score -4385934 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18994 members 
Mstep: Class 2 contains 18825 members 
Entering Unmasked Estep 
Score: -4360270.000000 Penalty: 5228.121094
	Iteration 0F: 3 clusters Score -4360270 nChanged 17161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20089 members 
Mstep: Class 2 contains 17730 members 
Entering Unmasked Estep 
Score: -4369955.000000 Penalty: 5228.121094
	Iteration 1F: 3 clusters Score -4369955 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20726 members 
Mstep: Class 2 contains 17093 members 
Entering Unmasked Estep 
Score: -4370920.500000 Penalty: 5228.121094
	Iteration 2F: 3 clusters Score -4370920 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21632 members 
Mstep: Class 2 contains 16187 members 
Entering Unmasked Estep 
Score: -4371957.000000 Penalty: 5228.121094
	Iteration 3F: 3 clusters Score -4371957 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22842 members 
Mstep: Class 2 contains 14977 members 
Entering Unmasked Estep 
Score: -4373074.000000 Penalty: 5228.121094
	Iteration 4F: 3 clusters Score -4373074 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24239 members 
Mstep: Class 2 contains 13580 members 
Entering Unmasked Estep 
Score: -4374310.000000 Penalty: 5228.121094
	Iteration 5F: 3 clusters Score -4374310 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25890 members 
Mstep: Class 2 contains 11929 members 
Entering Unmasked Estep 
Score: -4375619.000000 Penalty: 5228.121094
	Iteration 6F: 3 clusters Score -4375619 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27649 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -4377055.500000 Penalty: 5228.121094
	Iteration 7F: 3 clusters Score -4377056 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29409 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -4378612.500000 Penalty: 5228.121094
	Iteration 8F: 3 clusters Score -4378612 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30976 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -4380093.500000 Penalty: 5228.121094
	Iteration 9Q: 3 clusters Score -4380094 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32229 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -4381296.500000 Penalty: 5228.121094
	Iteration 10Q: 3 clusters Score -4381296 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33109 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -4382189.500000 Penalty: 5228.121094
	Iteration 11Q: 3 clusters Score -4382190 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33710 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -4382699.500000 Penalty: 5228.121094
	Iteration 12Q: 3 clusters Score -4382700 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34152 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -4383015.000000 Penalty: 5228.121094
	Iteration 13Q: 3 clusters Score -4383015 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34485 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -4383206.000000 Penalty: 5228.121094
	Iteration 14Q: 3 clusters Score -4383206 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34767 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -4383336.500000 Penalty: 5228.121094
	Iteration 15Q: 3 clusters Score -4383336 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35002 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -4383425.000000 Penalty: 5228.121094
	Iteration 16Q: 3 clusters Score -4383425 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35174 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -4383497.500000 Penalty: 5228.121094
	Iteration 17Q: 3 clusters Score -4383498 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35306 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -4383532.500000 Penalty: 5228.121094
	Iteration 18Q: 3 clusters Score -4383532 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35423 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -4383577.000000 Penalty: 5228.121094
	Iteration 19Q: 3 clusters Score -4383577 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35530 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -4383609.500000 Penalty: 5228.121094
	Iteration 20F: 3 clusters Score -4383610 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35626 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -4383649.000000 Penalty: 5228.121094
	Iteration 21Q: 3 clusters Score -4383649 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35708 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -4383653.500000 Penalty: 5228.121094
	Iteration 22Q: 3 clusters Score -4383654 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35789 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -4383701.500000 Penalty: 5228.121094
	Iteration 23Q: 3 clusters Score -4383702 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35867 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -4383738.500000 Penalty: 5228.121094
	Iteration 24Q: 3 clusters Score -4383738 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35933 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -4383745.000000 Penalty: 5228.121094
	Iteration 25Q: 3 clusters Score -4383745 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35985 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -4383765.000000 Penalty: 5228.121094
	Iteration 26Q: 3 clusters Score -4383765 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36039 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -4383793.000000 Penalty: 5228.121094
	Iteration 27Q: 3 clusters Score -4383793 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36085 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -4383808.000000 Penalty: 5228.121094
	Iteration 28Q: 3 clusters Score -4383808 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36115 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -4383823.000000 Penalty: 5228.121094
	Iteration 29Q: 3 clusters Score -4383823 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36153 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -4383837.500000 Penalty: 5228.121094
	Iteration 30Q: 3 clusters Score -4383838 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36176 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -4383839.000000 Penalty: 5228.121094
	Iteration 31Q: 3 clusters Score -4383839 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36195 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -4383852.000000 Penalty: 5228.121094
	Iteration 32Q: 3 clusters Score -4383852 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36211 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -4383864.500000 Penalty: 5228.121094
	Iteration 33Q: 3 clusters Score -4383864 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36232 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -4383859.000000 Penalty: 5228.121094
	Iteration 34Q: 3 clusters Score -4383859 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36250 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -4383876.000000 Penalty: 5228.121094
	Iteration 35Q: 3 clusters Score -4383876 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36266 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -4383879.500000 Penalty: 5228.121094
	Iteration 36Q: 3 clusters Score -4383880 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36280 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -4383881.500000 Penalty: 5228.121094
	Iteration 37Q: 3 clusters Score -4383882 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36296 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -4383890.000000 Penalty: 5228.121094
	Iteration 38Q: 3 clusters Score -4383890 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36311 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -4383893.500000 Penalty: 5228.121094
	Iteration 39Q: 3 clusters Score -4383894 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36323 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -4383907.000000 Penalty: 5228.121094
	Iteration 40F: 3 clusters Score -4383907 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36328 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -4383910.500000 Penalty: 5228.121094
	Iteration 41Q: 3 clusters Score -4383910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36335 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -4383903.000000 Penalty: 5228.121094
	Iteration 42Q: 3 clusters Score -4383903 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36342 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -4383906.500000 Penalty: 5228.121094
	Iteration 43Q: 3 clusters Score -4383906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36347 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -4383906.000000 Penalty: 5228.121094
	Iteration 44Q: 3 clusters Score -4383906 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36357 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -4383916.000000 Penalty: 5228.121094
	Iteration 45Q: 3 clusters Score -4383916 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36364 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -4383925.000000 Penalty: 5228.121094
	Iteration 46Q: 3 clusters Score -4383925 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36373 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -4383925.500000 Penalty: 5228.121094
	Iteration 47Q: 3 clusters Score -4383926 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36381 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -4383937.500000 Penalty: 5228.121094
	Iteration 48Q: 3 clusters Score -4383938 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36391 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -4383942.000000 Penalty: 5228.121094
	Iteration 49Q: 3 clusters Score -4383942 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36400 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -4383944.500000 Penalty: 5228.121094
	Iteration 50Q: 3 clusters Score -4383944 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36406 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -4383951.000000 Penalty: 5228.121094
	Iteration 51Q: 3 clusters Score -4383951 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36417 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -4383950.000000 Penalty: 5228.121094
	Iteration 52Q: 3 clusters Score -4383950 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36424 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -4383947.000000 Penalty: 5228.121094
	Iteration 53Q: 3 clusters Score -4383947 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36424 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -4383948.500000 Penalty: 5228.121094
	Iteration 54Q: 3 clusters Score -4383948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36426 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -4383947.500000 Penalty: 5228.121094
	Iteration 55Q: 3 clusters Score -4383948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36427 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -4383948.500000 Penalty: 5228.121094
	Iteration 56Q: 3 clusters Score -4383948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36427 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -4383946.500000 Penalty: 5228.121094
	Iteration 57Q: 3 clusters Score -4383946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36428 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -4383947.000000 Penalty: 5228.121094
	Iteration 58Q: 3 clusters Score -4383947 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36430 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -4383951.000000 Penalty: 5228.121094
	Iteration 59Q: 3 clusters Score -4383951 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36432 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -4383943.000000 Penalty: 5228.121094
	Iteration 60F: 3 clusters Score -4383943 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36433 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -4383949.000000 Penalty: 5228.121094
	Iteration 61Q: 3 clusters Score -4383949 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36434 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -4383950.000000 Penalty: 5228.121094
	Iteration 62Q: 3 clusters Score -4383950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36435 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -4383949.000000 Penalty: 5228.121094
	Iteration 63Q: 3 clusters Score -4383949 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36436 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -4383951.500000 Penalty: 5228.121094
	Iteration 64Q: 3 clusters Score -4383952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36437 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -4383953.500000 Penalty: 5228.121094
	Iteration 65Q: 3 clusters Score -4383954 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36437 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -4383953.500000 Penalty: 5228.121094
	Iteration 66F: 3 clusters Score -4383954 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (227932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227932 members 
Entering Unmasked Estep 
Score: -26991982.000000 Penalty: 3059.527100
	Iteration 0F: 2 clusters Score -2.699198e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114166 members 
Mstep: Class 2 contains 113766 members 
Entering Unmasked Estep 
Score: -26839418.000000 Penalty: 6119.054199
	Iteration 0F: 3 clusters Score -2.683942e+07 nChanged 110159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117147 members 
Mstep: Class 2 contains 110785 members 
Entering Unmasked Estep 
Score: -26904402.000000 Penalty: 6119.054199
	Iteration 1F: 3 clusters Score -2.69044e+07 nChanged 5592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119299 members 
Mstep: Class 2 contains 108633 members 
Entering Unmasked Estep 
Score: -26905490.000000 Penalty: 6119.054199
	Iteration 2Q: 3 clusters Score -2.690549e+07 nChanged 6211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122862 members 
Mstep: Class 2 contains 105070 members 
Entering Unmasked Estep 
Score: -26906980.000000 Penalty: 6119.054199
	Iteration 3Q: 3 clusters Score -2.690698e+07 nChanged 7248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128268 members 
Mstep: Class 2 contains 99664 members 
Entering Unmasked Estep 
Score: -26909060.000000 Penalty: 6119.054199
	Iteration 4Q: 3 clusters Score -2.690906e+07 nChanged 9403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136569 members 
Mstep: Class 2 contains 91363 members 
Entering Unmasked Estep 
Score: -26912752.000000 Penalty: 6119.054199
	Iteration 5Q: 3 clusters Score -2.691275e+07 nChanged 12779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148818 members 
Mstep: Class 2 contains 79114 members 
Entering Unmasked Estep 
Score: -26919926.000000 Penalty: 6119.054199
	Iteration 6F: 3 clusters Score -2.691993e+07 nChanged 17006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165592 members 
Mstep: Class 2 contains 62340 members 
Entering Unmasked Estep 
Score: -26931880.000000 Penalty: 6119.054199
	Iteration 7F: 3 clusters Score -2.693188e+07 nChanged 20167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185673 members 
Mstep: Class 2 contains 42259 members 
Entering Unmasked Estep 
Score: -26949254.000000 Penalty: 6119.054199
	Iteration 8F: 3 clusters Score -2.694925e+07 nChanged 19320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204985 members 
Mstep: Class 2 contains 22947 members 
Entering Unmasked Estep 
Score: -26968102.000000 Penalty: 6119.054199
	Iteration 9F: 3 clusters Score -2.69681e+07 nChanged 13281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218266 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -26980652.000000 Penalty: 6119.054199
	Iteration 10F: 3 clusters Score -2.698065e+07 nChanged 6113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224379 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -26986176.000000 Penalty: 6119.054199
	Iteration 11Q: 3 clusters Score -2.698618e+07 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226553 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -26988260.000000 Penalty: 6119.054199
	Iteration 12Q: 3 clusters Score -2.698826e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227122 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -26988942.000000 Penalty: 6119.054199
	Iteration 13Q: 3 clusters Score -2.698894e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227281 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -26989208.000000 Penalty: 6119.054199
	Iteration 14Q: 3 clusters Score -2.698921e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227299 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -26989352.000000 Penalty: 6119.054199
	Iteration 15Q: 3 clusters Score -2.698935e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227308 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -26989490.000000 Penalty: 6119.054199
	Iteration 16Q: 3 clusters Score -2.698949e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227300 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -26989576.000000 Penalty: 6119.054199
	Iteration 17Q: 3 clusters Score -2.698958e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227277 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -26989588.000000 Penalty: 6119.054199
	Iteration 18Q: 3 clusters Score -2.698959e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227268 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -26989624.000000 Penalty: 6119.054199
	Iteration 19Q: 3 clusters Score -2.698962e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227251 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -26989614.000000 Penalty: 6119.054199
	Iteration 20F: 3 clusters Score -2.698961e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227237 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -26989674.000000 Penalty: 6119.054199
	Iteration 21Q: 3 clusters Score -2.698967e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227228 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -26989710.000000 Penalty: 6119.054199
	Iteration 22Q: 3 clusters Score -2.698971e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227212 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -26989734.000000 Penalty: 6119.054199
	Iteration 23Q: 3 clusters Score -2.698973e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227191 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -26989732.000000 Penalty: 6119.054199
	Iteration 24Q: 3 clusters Score -2.698973e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227182 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -26989758.000000 Penalty: 6119.054199
	Iteration 25Q: 3 clusters Score -2.698976e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227169 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -26989770.000000 Penalty: 6119.054199
	Iteration 26Q: 3 clusters Score -2.698977e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227154 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -26989782.000000 Penalty: 6119.054199
	Iteration 27Q: 3 clusters Score -2.698978e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227143 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -26989786.000000 Penalty: 6119.054199
	Iteration 28Q: 3 clusters Score -2.698979e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227134 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -26989794.000000 Penalty: 6119.054199
	Iteration 29Q: 3 clusters Score -2.698979e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227122 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -26989780.000000 Penalty: 6119.054199
	Iteration 30Q: 3 clusters Score -2.698978e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227114 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -26989780.000000 Penalty: 6119.054199
	Iteration 31Q: 3 clusters Score -2.698978e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227115 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -26989794.000000 Penalty: 6119.054199
	Iteration 32Q: 3 clusters Score -2.698979e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227111 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -26989812.000000 Penalty: 6119.054199
	Iteration 33Q: 3 clusters Score -2.698981e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227109 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -26989810.000000 Penalty: 6119.054199
	Iteration 34Q: 3 clusters Score -2.698981e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227108 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -26989810.000000 Penalty: 6119.054199
	Iteration 35Q: 3 clusters Score -2.698981e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227109 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -26989812.000000 Penalty: 6119.054199
	Iteration 36Q: 3 clusters Score -2.698981e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227104 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -26989822.000000 Penalty: 6119.054199
	Iteration 37Q: 3 clusters Score -2.698982e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227099 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -26989828.000000 Penalty: 6119.054199
	Iteration 38Q: 3 clusters Score -2.698983e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227093 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -26989814.000000 Penalty: 6119.054199
	Iteration 39Q: 3 clusters Score -2.698981e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227085 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -26989808.000000 Penalty: 6119.054199
	Iteration 40F: 3 clusters Score -2.698981e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227073 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -26989796.000000 Penalty: 6119.054199
	Iteration 41Q: 3 clusters Score -2.69898e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227065 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -26989800.000000 Penalty: 6119.054199
	Iteration 42Q: 3 clusters Score -2.69898e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227062 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -26989808.000000 Penalty: 6119.054199
	Iteration 43Q: 3 clusters Score -2.698981e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227061 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -26989832.000000 Penalty: 6119.054199
	Iteration 44Q: 3 clusters Score -2.698983e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227057 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -26989816.000000 Penalty: 6119.054199
	Iteration 45Q: 3 clusters Score -2.698982e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227055 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -26989828.000000 Penalty: 6119.054199
	Iteration 46Q: 3 clusters Score -2.698983e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227051 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -26989826.000000 Penalty: 6119.054199
	Iteration 47Q: 3 clusters Score -2.698983e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227050 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -26989836.000000 Penalty: 6119.054199
	Iteration 48Q: 3 clusters Score -2.698984e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227049 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -26989838.000000 Penalty: 6119.054199
	Iteration 49Q: 3 clusters Score -2.698984e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227048 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -26989830.000000 Penalty: 6119.054199
	Iteration 50Q: 3 clusters Score -2.698983e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227047 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -26989830.000000 Penalty: 6119.054199
	Iteration 51Q: 3 clusters Score -2.698983e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227047 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -26989830.000000 Penalty: 6119.054199
	Iteration 52F: 3 clusters Score -2.698983e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (113071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113071 members 
Entering Unmasked Estep 
Score: -13460731.000000 Penalty: 2885.671143
	Iteration 0F: 2 clusters Score -1.346073e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56570 members 
Mstep: Class 2 contains 56501 members 
Entering Unmasked Estep 
Score: -13385152.000000 Penalty: 5771.342285
	Iteration 0F: 3 clusters Score -1.338515e+07 nChanged 53681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56333 members 
Mstep: Class 2 contains 56738 members 
Entering Unmasked Estep 
Score: -13415774.000000 Penalty: 5771.342285
	Iteration 1F: 3 clusters Score -1.341577e+07 nChanged 3520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56031 members 
Mstep: Class 2 contains 57040 members 
Entering Unmasked Estep 
Score: -13416656.000000 Penalty: 5771.342285
	Iteration 2Q: 3 clusters Score -1.341666e+07 nChanged 3697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55348 members 
Mstep: Class 2 contains 57723 members 
Entering Unmasked Estep 
Score: -13417604.000000 Penalty: 5771.342285
	Iteration 3Q: 3 clusters Score -1.34176e+07 nChanged 3981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54285 members 
Mstep: Class 2 contains 58786 members 
Entering Unmasked Estep 
Score: -13418619.000000 Penalty: 5771.342285
	Iteration 4Q: 3 clusters Score -1.341862e+07 nChanged 4397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52816 members 
Mstep: Class 2 contains 60255 members 
Entering Unmasked Estep 
Score: -13420112.000000 Penalty: 5771.342285
	Iteration 5Q: 3 clusters Score -1.342011e+07 nChanged 4955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50845 members 
Mstep: Class 2 contains 62226 members 
Entering Unmasked Estep 
Score: -13421830.000000 Penalty: 5771.342285
	Iteration 6Q: 3 clusters Score -1.342183e+07 nChanged 5419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48286 members 
Mstep: Class 2 contains 64785 members 
Entering Unmasked Estep 
Score: -13424085.000000 Penalty: 5771.342285
	Iteration 7Q: 3 clusters Score -1.342408e+07 nChanged 5836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45124 members 
Mstep: Class 2 contains 67947 members 
Entering Unmasked Estep 
Score: -13426625.000000 Penalty: 5771.342285
	Iteration 8F: 3 clusters Score -1.342662e+07 nChanged 6050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41330 members 
Mstep: Class 2 contains 71741 members 
Entering Unmasked Estep 
Score: -13429440.000000 Penalty: 5771.342285
	Iteration 9F: 3 clusters Score -1.342944e+07 nChanged 6034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36944 members 
Mstep: Class 2 contains 76127 members 
Entering Unmasked Estep 
Score: -13432424.000000 Penalty: 5771.342285
	Iteration 10F: 3 clusters Score -1.343242e+07 nChanged 5822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32222 members 
Mstep: Class 2 contains 80849 members 
Entering Unmasked Estep 
Score: -13435550.000000 Penalty: 5771.342285
	Iteration 11F: 3 clusters Score -1.343555e+07 nChanged 5603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27207 members 
Mstep: Class 2 contains 85864 members 
Entering Unmasked Estep 
Score: -13438580.000000 Penalty: 5771.342285
	Iteration 12Q: 3 clusters Score -1.343858e+07 nChanged 5399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22010 members 
Mstep: Class 2 contains 91061 members 
Entering Unmasked Estep 
Score: -13441802.000000 Penalty: 5771.342285
	Iteration 13Q: 3 clusters Score -1.34418e+07 nChanged 5320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16726 members 
Mstep: Class 2 contains 96345 members 
Entering Unmasked Estep 
Score: -13445281.000000 Penalty: 5771.342285
	Iteration 14Q: 3 clusters Score -1.344528e+07 nChanged 5041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 101386 members 
Entering Unmasked Estep 
Score: -13449277.000000 Penalty: 5771.342285
	Iteration 15Q: 3 clusters Score -1.344928e+07 nChanged 4222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 105608 members 
Entering Unmasked Estep 
Score: -13452650.000000 Penalty: 5771.342285
	Iteration 16Q: 3 clusters Score -1.345265e+07 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 108609 members 
Entering Unmasked Estep 
Score: -13455125.000000 Penalty: 5771.342285
	Iteration 17Q: 3 clusters Score -1.345512e+07 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 110398 members 
Entering Unmasked Estep 
Score: -13456623.000000 Penalty: 5771.342285
	Iteration 18Q: 3 clusters Score -1.345662e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 111293 members 
Entering Unmasked Estep 
Score: -13457380.000000 Penalty: 5771.342285
	Iteration 19Q: 3 clusters Score -1.345738e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 111764 members 
Entering Unmasked Estep 
Score: -13457785.000000 Penalty: 5771.342285
	Iteration 20F: 3 clusters Score -1.345778e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 112011 members 
Entering Unmasked Estep 
Score: -13457942.000000 Penalty: 5771.342285
	Iteration 21Q: 3 clusters Score -1.345794e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 112149 members 
Entering Unmasked Estep 
Score: -13458077.000000 Penalty: 5771.342285
	Iteration 22Q: 3 clusters Score -1.345808e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 112240 members 
Entering Unmasked Estep 
Score: -13458136.000000 Penalty: 5771.342285
	Iteration 23Q: 3 clusters Score -1.345814e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 112292 members 
Entering Unmasked Estep 
Score: -13458186.000000 Penalty: 5771.342285
	Iteration 24Q: 3 clusters Score -1.345819e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 112331 members 
Entering Unmasked Estep 
Score: -13458221.000000 Penalty: 5771.342285
	Iteration 25Q: 3 clusters Score -1.345822e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 112355 members 
Entering Unmasked Estep 
Score: -13458235.000000 Penalty: 5771.342285
	Iteration 26Q: 3 clusters Score -1.345824e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 112370 members 
Entering Unmasked Estep 
Score: -13458247.000000 Penalty: 5771.342285
	Iteration 27Q: 3 clusters Score -1.345825e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 112380 members 
Entering Unmasked Estep 
Score: -13458264.000000 Penalty: 5771.342285
	Iteration 28Q: 3 clusters Score -1.345826e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 112398 members 
Entering Unmasked Estep 
Score: -13458283.000000 Penalty: 5771.342285
	Iteration 29Q: 3 clusters Score -1.345828e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 112404 members 
Entering Unmasked Estep 
Score: -13458293.000000 Penalty: 5771.342285
	Iteration 30Q: 3 clusters Score -1.345829e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 112405 members 
Entering Unmasked Estep 
Score: -13458309.000000 Penalty: 5771.342285
	Iteration 31Q: 3 clusters Score -1.345831e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 112406 members 
Entering Unmasked Estep 
Score: -13458313.000000 Penalty: 5771.342285
	Iteration 32Q: 3 clusters Score -1.345831e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 112407 members 
Entering Unmasked Estep 
Score: -13458312.000000 Penalty: 5771.342285
	Iteration 33Q: 3 clusters Score -1.345831e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 112408 members 
Entering Unmasked Estep 
Score: -13458306.000000 Penalty: 5771.342285
	Iteration 34Q: 3 clusters Score -1.345831e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 112414 members 
Entering Unmasked Estep 
Score: -13458306.000000 Penalty: 5771.342285
	Iteration 35Q: 3 clusters Score -1.345831e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 112415 members 
Entering Unmasked Estep 
Score: -13458303.000000 Penalty: 5771.342285
	Iteration 36Q: 3 clusters Score -1.34583e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 112414 members 
Entering Unmasked Estep 
Score: -13458308.000000 Penalty: 5771.342285
	Iteration 37Q: 3 clusters Score -1.345831e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 112414 members 
Entering Unmasked Estep 
Score: -13458308.000000 Penalty: 5771.342285
	Iteration 38F: 3 clusters Score -1.345831e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (40858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40858 members 
Entering Unmasked Estep 
Score: -4783631.000000 Penalty: 2633.228760
	Iteration 0F: 2 clusters Score -4783631 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20417 members 
Mstep: Class 2 contains 20441 members 
Entering Unmasked Estep 
Score: -4755923.000000 Penalty: 5266.457520
	Iteration 0F: 3 clusters Score -4755923 nChanged 18729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19892 members 
Mstep: Class 2 contains 20966 members 
Entering Unmasked Estep 
Score: -4766317.500000 Penalty: 5266.457520
	Iteration 1F: 3 clusters Score -4766318 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19506 members 
Mstep: Class 2 contains 21352 members 
Entering Unmasked Estep 
Score: -4766964.500000 Penalty: 5266.457520
	Iteration 2Q: 3 clusters Score -4766964 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18934 members 
Mstep: Class 2 contains 21924 members 
Entering Unmasked Estep 
Score: -4767762.000000 Penalty: 5266.457520
	Iteration 3Q: 3 clusters Score -4767762 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18097 members 
Mstep: Class 2 contains 22761 members 
Entering Unmasked Estep 
Score: -4768700.000000 Penalty: 5266.457520
	Iteration 4F: 3 clusters Score -4768700 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16937 members 
Mstep: Class 2 contains 23921 members 
Entering Unmasked Estep 
Score: -4769819.000000 Penalty: 5266.457520
	Iteration 5F: 3 clusters Score -4769819 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15541 members 
Mstep: Class 2 contains 25317 members 
Entering Unmasked Estep 
Score: -4771038.000000 Penalty: 5266.457520
	Iteration 6F: 3 clusters Score -4771038 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13840 members 
Mstep: Class 2 contains 27018 members 
Entering Unmasked Estep 
Score: -4772331.000000 Penalty: 5266.457520
	Iteration 7F: 3 clusters Score -4772331 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 28824 members 
Entering Unmasked Estep 
Score: -4773622.500000 Penalty: 5266.457520
	Iteration 8F: 3 clusters Score -4773622 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 30617 members 
Entering Unmasked Estep 
Score: -4774815.000000 Penalty: 5266.457520
	Iteration 9F: 3 clusters Score -4774815 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 32389 members 
Entering Unmasked Estep 
Score: -4775967.500000 Penalty: 5266.457520
	Iteration 10Q: 3 clusters Score -4775968 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 34056 members 
Entering Unmasked Estep 
Score: -4777119.000000 Penalty: 5266.457520
	Iteration 11Q: 3 clusters Score -4777119 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 35559 members 
Entering Unmasked Estep 
Score: -4778191.500000 Penalty: 5266.457520
	Iteration 12Q: 3 clusters Score -4778192 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 36781 members 
Entering Unmasked Estep 
Score: -4779150.500000 Penalty: 5266.457520
	Iteration 13Q: 3 clusters Score -4779150 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 37724 members 
Entering Unmasked Estep 
Score: -4779888.500000 Penalty: 5266.457520
	Iteration 14Q: 3 clusters Score -4779888 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 38379 members 
Entering Unmasked Estep 
Score: -4780383.500000 Penalty: 5266.457520
	Iteration 15Q: 3 clusters Score -4780384 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 38832 members 
Entering Unmasked Estep 
Score: -4780726.000000 Penalty: 5266.457520
	Iteration 16Q: 3 clusters Score -4780726 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 39132 members 
Entering Unmasked Estep 
Score: -4780953.000000 Penalty: 5266.457520
	Iteration 17Q: 3 clusters Score -4780953 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 39356 members 
Entering Unmasked Estep 
Score: -4781123.500000 Penalty: 5266.457520
	Iteration 18Q: 3 clusters Score -4781124 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 39516 members 
Entering Unmasked Estep 
Score: -4781242.500000 Penalty: 5266.457520
	Iteration 19Q: 3 clusters Score -4781242 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 39627 members 
Entering Unmasked Estep 
Score: -4781313.500000 Penalty: 5266.457520
	Iteration 20F: 3 clusters Score -4781314 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 39717 members 
Entering Unmasked Estep 
Score: -4781368.000000 Penalty: 5266.457520
	Iteration 21Q: 3 clusters Score -4781368 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 39772 members 
Entering Unmasked Estep 
Score: -4781400.000000 Penalty: 5266.457520
	Iteration 22Q: 3 clusters Score -4781400 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 39815 members 
Entering Unmasked Estep 
Score: -4781436.000000 Penalty: 5266.457520
	Iteration 23Q: 3 clusters Score -4781436 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 39855 members 
Entering Unmasked Estep 
Score: -4781454.000000 Penalty: 5266.457520
	Iteration 24Q: 3 clusters Score -4781454 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 39883 members 
Entering Unmasked Estep 
Score: -4781468.500000 Penalty: 5266.457520
	Iteration 25Q: 3 clusters Score -4781468 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 39899 members 
Entering Unmasked Estep 
Score: -4781476.500000 Penalty: 5266.457520
	Iteration 26Q: 3 clusters Score -4781476 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 39906 members 
Entering Unmasked Estep 
Score: -4781479.000000 Penalty: 5266.457520
	Iteration 27Q: 3 clusters Score -4781479 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 39914 members 
Entering Unmasked Estep 
Score: -4781485.000000 Penalty: 5266.457520
	Iteration 28Q: 3 clusters Score -4781485 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 39926 members 
Entering Unmasked Estep 
Score: -4781493.500000 Penalty: 5266.457520
	Iteration 29Q: 3 clusters Score -4781494 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 39937 members 
Entering Unmasked Estep 
Score: -4781494.000000 Penalty: 5266.457520
	Iteration 30Q: 3 clusters Score -4781494 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 39947 members 
Entering Unmasked Estep 
Score: -4781503.500000 Penalty: 5266.457520
	Iteration 31Q: 3 clusters Score -4781504 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 39957 members 
Entering Unmasked Estep 
Score: -4781503.000000 Penalty: 5266.457520
	Iteration 32Q: 3 clusters Score -4781503 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 39971 members 
Entering Unmasked Estep 
Score: -4781507.500000 Penalty: 5266.457520
	Iteration 33Q: 3 clusters Score -4781508 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 39981 members 
Entering Unmasked Estep 
Score: -4781521.000000 Penalty: 5266.457520
	Iteration 34Q: 3 clusters Score -4781521 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 39990 members 
Entering Unmasked Estep 
Score: -4781525.500000 Penalty: 5266.457520
	Iteration 35Q: 3 clusters Score -4781526 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 40002 members 
Entering Unmasked Estep 
Score: -4781515.500000 Penalty: 5266.457520
	Iteration 36Q: 3 clusters Score -4781516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 40007 members 
Entering Unmasked Estep 
Score: -4781517.500000 Penalty: 5266.457520
	Iteration 37Q: 3 clusters Score -4781518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 40012 members 
Entering Unmasked Estep 
Score: -4781522.000000 Penalty: 5266.457520
	Iteration 38Q: 3 clusters Score -4781522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 40018 members 
Entering Unmasked Estep 
Score: -4781525.000000 Penalty: 5266.457520
	Iteration 39Q: 3 clusters Score -4781525 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 40024 members 
Entering Unmasked Estep 
Score: -4781533.500000 Penalty: 5266.457520
	Iteration 40F: 3 clusters Score -4781534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 40029 members 
Entering Unmasked Estep 
Score: -4781535.500000 Penalty: 5266.457520
	Iteration 41Q: 3 clusters Score -4781536 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 40036 members 
Entering Unmasked Estep 
Score: -4781536.500000 Penalty: 5266.457520
	Iteration 42Q: 3 clusters Score -4781536 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 40040 members 
Entering Unmasked Estep 
Score: -4781546.500000 Penalty: 5266.457520
	Iteration 43Q: 3 clusters Score -4781546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 40043 members 
Entering Unmasked Estep 
Score: -4781545.500000 Penalty: 5266.457520
	Iteration 44Q: 3 clusters Score -4781546 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 40048 members 
Entering Unmasked Estep 
Score: -4781553.500000 Penalty: 5266.457520
	Iteration 45Q: 3 clusters Score -4781554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 40051 members 
Entering Unmasked Estep 
Score: -4781562.000000 Penalty: 5266.457520
	Iteration 46Q: 3 clusters Score -4781562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 40055 members 
Entering Unmasked Estep 
Score: -4781557.500000 Penalty: 5266.457520
	Iteration 47Q: 3 clusters Score -4781558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 40055 members 
Entering Unmasked Estep 
Score: -4781559.000000 Penalty: 5266.457520
	Iteration 48Q: 3 clusters Score -4781559 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 40056 members 
Entering Unmasked Estep 
Score: -4781557.500000 Penalty: 5266.457520
	Iteration 49Q: 3 clusters Score -4781558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 40058 members 
Entering Unmasked Estep 
Score: -4781557.000000 Penalty: 5266.457520
	Iteration 50Q: 3 clusters Score -4781557 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 40059 members 
Entering Unmasked Estep 
Score: -4781552.500000 Penalty: 5266.457520
	Iteration 51Q: 3 clusters Score -4781552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 40060 members 
Entering Unmasked Estep 
Score: -4781556.500000 Penalty: 5266.457520
	Iteration 52Q: 3 clusters Score -4781556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 40061 members 
Entering Unmasked Estep 
Score: -4781556.500000 Penalty: 5266.457520
	Iteration 53Q: 3 clusters Score -4781556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 40062 members 
Entering Unmasked Estep 
Score: -4781557.500000 Penalty: 5266.457520
	Iteration 54Q: 3 clusters Score -4781558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 40063 members 
Entering Unmasked Estep 
Score: -4781559.500000 Penalty: 5266.457520
	Iteration 55Q: 3 clusters Score -4781560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 40063 members 
Entering Unmasked Estep 
Score: -4781557.000000 Penalty: 5266.457520
	Iteration 56Q: 3 clusters Score -4781557 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 40063 members 
Entering Unmasked Estep 
Score: -4781557.000000 Penalty: 5266.457520
	Iteration 57F: 3 clusters Score -4781557 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (12557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12557 members 
Entering Unmasked Estep 
Score: -1492147.000000 Penalty: 2340.632324
	Iteration 0F: 2 clusters Score -1492147 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -1482854.125000 Penalty: 4681.264648
	Iteration 0F: 3 clusters Score -1482854 nChanged 5388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -1485712.500000 Penalty: 4681.264648
	Iteration 1F: 3 clusters Score -1485712 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -1486110.625000 Penalty: 4681.264648
	Iteration 2F: 3 clusters Score -1486111 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -1486421.625000 Penalty: 4681.264648
	Iteration 3F: 3 clusters Score -1486422 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -1486710.500000 Penalty: 4681.264648
	Iteration 4Q: 3 clusters Score -1486710 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -1486983.250000 Penalty: 4681.264648
	Iteration 5Q: 3 clusters Score -1486983 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -1487255.250000 Penalty: 4681.264648
	Iteration 6Q: 3 clusters Score -1487255 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -1487546.125000 Penalty: 4681.264648
	Iteration 7Q: 3 clusters Score -1487546 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -1487850.375000 Penalty: 4681.264648
	Iteration 8Q: 3 clusters Score -1487850 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -1488145.250000 Penalty: 4681.264648
	Iteration 9Q: 3 clusters Score -1488145 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -1488415.125000 Penalty: 4681.264648
	Iteration 10Q: 3 clusters Score -1488415 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -1488625.000000 Penalty: 4681.264648
	Iteration 11Q: 3 clusters Score -1488625 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -1488815.875000 Penalty: 4681.264648
	Iteration 12Q: 3 clusters Score -1488816 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -1488974.500000 Penalty: 4681.264648
	Iteration 13Q: 3 clusters Score -1488974 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -1489109.000000 Penalty: 4681.264648
	Iteration 14Q: 3 clusters Score -1489109 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -1489216.375000 Penalty: 4681.264648
	Iteration 15Q: 3 clusters Score -1489216 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -1489305.500000 Penalty: 4681.264648
	Iteration 16Q: 3 clusters Score -1489306 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -1489387.875000 Penalty: 4681.264648
	Iteration 17Q: 3 clusters Score -1489388 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -1489463.625000 Penalty: 4681.264648
	Iteration 18Q: 3 clusters Score -1489464 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -1489546.250000 Penalty: 4681.264648
	Iteration 19Q: 3 clusters Score -1489546 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -1489631.875000 Penalty: 4681.264648
	Iteration 20F: 3 clusters Score -1489632 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -1489715.750000 Penalty: 4681.264648
	Iteration 21Q: 3 clusters Score -1489716 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -1489831.375000 Penalty: 4681.264648
	Iteration 22Q: 3 clusters Score -1489831 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -1489936.500000 Penalty: 4681.264648
	Iteration 23Q: 3 clusters Score -1489936 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -1490044.375000 Penalty: 4681.264648
	Iteration 24Q: 3 clusters Score -1490044 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -1490130.250000 Penalty: 4681.264648
	Iteration 25Q: 3 clusters Score -1490130 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -1490204.875000 Penalty: 4681.264648
	Iteration 26Q: 3 clusters Score -1490205 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -1490250.000000 Penalty: 4681.264648
	Iteration 27Q: 3 clusters Score -1490250 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -1490293.625000 Penalty: 4681.264648
	Iteration 28Q: 3 clusters Score -1490294 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -1490334.250000 Penalty: 4681.264648
	Iteration 29Q: 3 clusters Score -1490334 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -1490368.250000 Penalty: 4681.264648
	Iteration 30Q: 3 clusters Score -1490368 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -1490403.125000 Penalty: 4681.264648
	Iteration 31Q: 3 clusters Score -1490403 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -1490435.875000 Penalty: 4681.264648
	Iteration 32Q: 3 clusters Score -1490436 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -1490463.500000 Penalty: 4681.264648
	Iteration 33Q: 3 clusters Score -1490464 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -1490481.875000 Penalty: 4681.264648
	Iteration 34Q: 3 clusters Score -1490482 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -1490500.500000 Penalty: 4681.264648
	Iteration 35Q: 3 clusters Score -1490500 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 11630 members 
Entering Unmasked Estep 
Score: -1490519.375000 Penalty: 4681.264648
	Iteration 36Q: 3 clusters Score -1490519 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -1490534.750000 Penalty: 4681.264648
	Iteration 37Q: 3 clusters Score -1490535 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -1490544.500000 Penalty: 4681.264648
	Iteration 38Q: 3 clusters Score -1490544 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 11694 members 
Entering Unmasked Estep 
Score: -1490557.750000 Penalty: 4681.264648
	Iteration 39Q: 3 clusters Score -1490558 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -1490561.000000 Penalty: 4681.264648
	Iteration 40F: 3 clusters Score -1490561 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -1490564.000000 Penalty: 4681.264648
	Iteration 41Q: 3 clusters Score -1490564 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 11716 members 
Entering Unmasked Estep 
Score: -1490566.250000 Penalty: 4681.264648
	Iteration 42Q: 3 clusters Score -1490566 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -1490570.875000 Penalty: 4681.264648
	Iteration 43Q: 3 clusters Score -1490571 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -1490574.875000 Penalty: 4681.264648
	Iteration 44Q: 3 clusters Score -1490575 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -1490577.125000 Penalty: 4681.264648
	Iteration 45Q: 3 clusters Score -1490577 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -1490583.750000 Penalty: 4681.264648
	Iteration 46Q: 3 clusters Score -1490584 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 11754 members 
Entering Unmasked Estep 
Score: -1490589.375000 Penalty: 4681.264648
	Iteration 47Q: 3 clusters Score -1490589 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 11765 members 
Entering Unmasked Estep 
Score: -1490596.875000 Penalty: 4681.264648
	Iteration 48Q: 3 clusters Score -1490597 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -1490608.750000 Penalty: 4681.264648
	Iteration 49Q: 3 clusters Score -1490609 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -1490619.625000 Penalty: 4681.264648
	Iteration 50Q: 3 clusters Score -1490620 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -1490635.250000 Penalty: 4681.264648
	Iteration 51Q: 3 clusters Score -1490635 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -1490645.000000 Penalty: 4681.264648
	Iteration 52Q: 3 clusters Score -1490645 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -1490655.750000 Penalty: 4681.264648
	Iteration 53Q: 3 clusters Score -1490656 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -1490664.000000 Penalty: 4681.264648
	Iteration 54Q: 3 clusters Score -1490664 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 11859 members 
Entering Unmasked Estep 
Score: -1490671.625000 Penalty: 4681.264648
	Iteration 55Q: 3 clusters Score -1490672 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -1490676.375000 Penalty: 4681.264648
	Iteration 56Q: 3 clusters Score -1490676 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -1490685.000000 Penalty: 4681.264648
	Iteration 57Q: 3 clusters Score -1490685 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 11872 members 
Entering Unmasked Estep 
Score: -1490689.250000 Penalty: 4681.264648
	Iteration 58Q: 3 clusters Score -1490689 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 11878 members 
Entering Unmasked Estep 
Score: -1490694.500000 Penalty: 4681.264648
	Iteration 59Q: 3 clusters Score -1490694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -1490697.375000 Penalty: 4681.264648
	Iteration 60F: 3 clusters Score -1490697 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 11883 members 
Entering Unmasked Estep 
Score: -1490700.875000 Penalty: 4681.264648
	Iteration 61Q: 3 clusters Score -1490701 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 11888 members 
Entering Unmasked Estep 
Score: -1490705.000000 Penalty: 4681.264648
	Iteration 62Q: 3 clusters Score -1490705 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 11890 members 
Entering Unmasked Estep 
Score: -1490704.250000 Penalty: 4681.264648
	Iteration 63Q: 3 clusters Score -1490704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 11891 members 
Entering Unmasked Estep 
Score: -1490705.750000 Penalty: 4681.264648
	Iteration 64Q: 3 clusters Score -1490706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 11891 members 
Entering Unmasked Estep 
Score: -1490707.125000 Penalty: 4681.264648
	Iteration 65Q: 3 clusters Score -1490707 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -1490706.625000 Penalty: 4681.264648
	Iteration 66Q: 3 clusters Score -1490707 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
Score: -1490705.625000 Penalty: 4681.264648
	Iteration 67Q: 3 clusters Score -1490706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 11894 members 
Entering Unmasked Estep 
Score: -1490708.125000 Penalty: 4681.264648
	Iteration 68Q: 3 clusters Score -1490708 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 11894 members 
Entering Unmasked Estep 
Score: -1490708.125000 Penalty: 4681.264648
	Iteration 69F: 3 clusters Score -1490708 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (213917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213917 members 
Entering Unmasked Estep 
Score: -25837972.000000 Penalty: 3043.789062
	Iteration 0F: 2 clusters Score -2.583797e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106526 members 
Mstep: Class 2 contains 107391 members 
Entering Unmasked Estep 
Score: -25707034.000000 Penalty: 6087.578125
	Iteration 0F: 3 clusters Score -2.570703e+07 nChanged 102970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95578 members 
Mstep: Class 2 contains 118339 members 
Entering Unmasked Estep 
Score: -25768884.000000 Penalty: 6087.578125
	Iteration 1F: 3 clusters Score -2.576888e+07 nChanged 8682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88498 members 
Mstep: Class 2 contains 125419 members 
Entering Unmasked Estep 
Score: -25772134.000000 Penalty: 6087.578125
	Iteration 2Q: 3 clusters Score -2.577213e+07 nChanged 11799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77853 members 
Mstep: Class 2 contains 136064 members 
Entering Unmasked Estep 
Score: -25778156.000000 Penalty: 6087.578125
	Iteration 3F: 3 clusters Score -2.577816e+07 nChanged 15819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62898 members 
Mstep: Class 2 contains 151019 members 
Entering Unmasked Estep 
Score: -25788102.000000 Penalty: 6087.578125
	Iteration 4F: 3 clusters Score -2.57881e+07 nChanged 18448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45050 members 
Mstep: Class 2 contains 168867 members 
Entering Unmasked Estep 
Score: -25800618.000000 Penalty: 6087.578125
	Iteration 5F: 3 clusters Score -2.580062e+07 nChanged 17404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27996 members 
Mstep: Class 2 contains 185921 members 
Entering Unmasked Estep 
Score: -25811898.000000 Penalty: 6087.578125
	Iteration 6F: 3 clusters Score -2.58119e+07 nChanged 12854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15244 members 
Mstep: Class 2 contains 198673 members 
Entering Unmasked Estep 
Score: -25821110.000000 Penalty: 6087.578125
	Iteration 7F: 3 clusters Score -2.582111e+07 nChanged 8005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 206660 members 
Entering Unmasked Estep 
Score: -25827500.000000 Penalty: 6087.578125
	Iteration 8Q: 3 clusters Score -2.58275e+07 nChanged 4324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 210984 members 
Entering Unmasked Estep 
Score: -25831942.000000 Penalty: 6087.578125
	Iteration 9Q: 3 clusters Score -2.583194e+07 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 212796 members 
Entering Unmasked Estep 
Score: -25833898.000000 Penalty: 6087.578125
	Iteration 10Q: 3 clusters Score -2.58339e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 213381 members 
Entering Unmasked Estep 
Score: -25834632.000000 Penalty: 6087.578125
	Iteration 11Q: 3 clusters Score -2.583463e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 213560 members 
Entering Unmasked Estep 
Score: -25834930.000000 Penalty: 6087.578125
	Iteration 12Q: 3 clusters Score -2.583493e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 213618 members 
Entering Unmasked Estep 
Score: -25835008.000000 Penalty: 6087.578125
	Iteration 13Q: 3 clusters Score -2.583501e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 213644 members 
Entering Unmasked Estep 
Score: -25835074.000000 Penalty: 6087.578125
	Iteration 14Q: 3 clusters Score -2.583507e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 213652 members 
Entering Unmasked Estep 
Score: -25835120.000000 Penalty: 6087.578125
	Iteration 15Q: 3 clusters Score -2.583512e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 213654 members 
Entering Unmasked Estep 
Score: -25835148.000000 Penalty: 6087.578125
	Iteration 16Q: 3 clusters Score -2.583515e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 213656 members 
Entering Unmasked Estep 
Score: -25835142.000000 Penalty: 6087.578125
	Iteration 17Q: 3 clusters Score -2.583514e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 213658 members 
Entering Unmasked Estep 
Score: -25835148.000000 Penalty: 6087.578125
	Iteration 18Q: 3 clusters Score -2.583515e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 213659 members 
Entering Unmasked Estep 
Score: -25835154.000000 Penalty: 6087.578125
	Iteration 19Q: 3 clusters Score -2.583515e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 213661 members 
Entering Unmasked Estep 
Score: -25835166.000000 Penalty: 6087.578125
	Iteration 20F: 3 clusters Score -2.583517e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 213661 members 
Entering Unmasked Estep 
Score: -25835170.000000 Penalty: 6087.578125
	Iteration 21Q: 3 clusters Score -2.583517e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 213663 members 
Entering Unmasked Estep 
Score: -25835162.000000 Penalty: 6087.578125
	Iteration 22Q: 3 clusters Score -2.583516e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 213663 members 
Entering Unmasked Estep 
Score: -25835162.000000 Penalty: 6087.578125
	Iteration 23F: 3 clusters Score -2.583516e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Entering Unmasked Estep 
Score: -105598.406250 Penalty: 1714.853271
	Iteration 0F: 2 clusters Score -105598.4 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 474 members 
Entering Unmasked Estep 
Score: -103671.570312 Penalty: 3429.706543
	Iteration 0F: 3 clusters Score -103671.6 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -103997.460938 Penalty: 3429.706543
	Iteration 1F: 3 clusters Score -103997.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -104131.648438 Penalty: 3429.706543
	Iteration 2F: 3 clusters Score -104131.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -104238.890625 Penalty: 3429.706543
	Iteration 3Q: 3 clusters Score -104238.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -104306.164062 Penalty: 3429.706543
	Iteration 4Q: 3 clusters Score -104306.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -104342.523438 Penalty: 3429.706543
	Iteration 5Q: 3 clusters Score -104342.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -104372.984375 Penalty: 3429.706543
	Iteration 6Q: 3 clusters Score -104373 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -104418.679688 Penalty: 3429.706543
	Iteration 7Q: 3 clusters Score -104418.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -104461.929688 Penalty: 3429.706543
	Iteration 8Q: 3 clusters Score -104461.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -104491.101562 Penalty: 3429.706543
	Iteration 9Q: 3 clusters Score -104491.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -104511.921875 Penalty: 3429.706543
	Iteration 10Q: 3 clusters Score -104511.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -104534.687500 Penalty: 3429.706543
	Iteration 11Q: 3 clusters Score -104534.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -104559.757812 Penalty: 3429.706543
	Iteration 12Q: 3 clusters Score -104559.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -104581.914062 Penalty: 3429.706543
	Iteration 13Q: 3 clusters Score -104581.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -104604.843750 Penalty: 3429.706543
	Iteration 14Q: 3 clusters Score -104604.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -104622.218750 Penalty: 3429.706543
	Iteration 15Q: 3 clusters Score -104622.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -104636.257812 Penalty: 3429.706543
	Iteration 16Q: 3 clusters Score -104636.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -104649.429688 Penalty: 3429.706543
	Iteration 17Q: 3 clusters Score -104649.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -104669.976562 Penalty: 3429.706543
	Iteration 18Q: 3 clusters Score -104670 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -104692.710938 Penalty: 3429.706543
	Iteration 19Q: 3 clusters Score -104692.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -104719.523438 Penalty: 3429.706543
	Iteration 20F: 3 clusters Score -104719.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -104749.015625 Penalty: 3429.706543
	Iteration 21Q: 3 clusters Score -104749 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -104771.312500 Penalty: 3429.706543
	Iteration 22Q: 3 clusters Score -104771.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -104812.539062 Penalty: 3429.706543
	Iteration 23Q: 3 clusters Score -104812.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -104869.351562 Penalty: 3429.706543
	Iteration 24Q: 3 clusters Score -104869.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -104903.937500 Penalty: 3429.706543
	Iteration 25Q: 3 clusters Score -104903.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -104931.000000 Penalty: 3429.706543
	Iteration 26Q: 3 clusters Score -104931 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -104942.679688 Penalty: 3429.706543
	Iteration 27Q: 3 clusters Score -104942.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -104950.781250 Penalty: 3429.706543
	Iteration 28Q: 3 clusters Score -104950.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -104972.656250 Penalty: 3429.706543
	Iteration 29Q: 3 clusters Score -104972.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -104979.984375 Penalty: 3429.706543
	Iteration 30Q: 3 clusters Score -104980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -104988.960938 Penalty: 3429.706543
	Iteration 31Q: 3 clusters Score -104989 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -104990.156250 Penalty: 3429.706543
	Iteration 32Q: 3 clusters Score -104990.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -104990.156250 Penalty: 3429.706543
	Iteration 33F: 3 clusters Score -104990.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (25258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25258 members 
Entering Unmasked Estep 
Score: -2902969.000000 Penalty: 2513.950684
	Iteration 0F: 2 clusters Score -2902969 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 12709 members 
Entering Unmasked Estep 
Score: -2885335.500000 Penalty: 5027.901367
	Iteration 0F: 3 clusters Score -2885336 nChanged 11346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11993 members 
Mstep: Class 2 contains 13265 members 
Entering Unmasked Estep 
Score: -2891422.000000 Penalty: 5027.901367
	Iteration 1F: 3 clusters Score -2891422 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 13629 members 
Entering Unmasked Estep 
Score: -2891818.000000 Penalty: 5027.901367
	Iteration 2Q: 3 clusters Score -2891818 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 14201 members 
Entering Unmasked Estep 
Score: -2892226.250000 Penalty: 5027.901367
	Iteration 3Q: 3 clusters Score -2892226 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 14955 members 
Entering Unmasked Estep 
Score: -2892778.000000 Penalty: 5027.901367
	Iteration 4Q: 3 clusters Score -2892778 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 15882 members 
Entering Unmasked Estep 
Score: -2893503.750000 Penalty: 5027.901367
	Iteration 5F: 3 clusters Score -2893504 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 16949 members 
Entering Unmasked Estep 
Score: -2894326.750000 Penalty: 5027.901367
	Iteration 6F: 3 clusters Score -2894327 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 18107 members 
Entering Unmasked Estep 
Score: -2895188.750000 Penalty: 5027.901367
	Iteration 7F: 3 clusters Score -2895189 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 19370 members 
Entering Unmasked Estep 
Score: -2896091.750000 Penalty: 5027.901367
	Iteration 8F: 3 clusters Score -2896092 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 20602 members 
Entering Unmasked Estep 
Score: -2896967.000000 Penalty: 5027.901367
	Iteration 9F: 3 clusters Score -2896967 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 21848 members 
Entering Unmasked Estep 
Score: -2897930.000000 Penalty: 5027.901367
	Iteration 10F: 3 clusters Score -2897930 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 22953 members 
Entering Unmasked Estep 
Score: -2898827.250000 Penalty: 5027.901367
	Iteration 11Q: 3 clusters Score -2898827 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 23795 members 
Entering Unmasked Estep 
Score: -2899554.750000 Penalty: 5027.901367
	Iteration 12Q: 3 clusters Score -2899555 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 24333 members 
Entering Unmasked Estep 
Score: -2900017.000000 Penalty: 5027.901367
	Iteration 13Q: 3 clusters Score -2900017 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 24598 members 
Entering Unmasked Estep 
Score: -2900267.250000 Penalty: 5027.901367
	Iteration 14Q: 3 clusters Score -2900267 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 24738 members 
Entering Unmasked Estep 
Score: -2900413.000000 Penalty: 5027.901367
	Iteration 15Q: 3 clusters Score -2900413 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 24827 members 
Entering Unmasked Estep 
Score: -2900512.750000 Penalty: 5027.901367
	Iteration 16Q: 3 clusters Score -2900513 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 24888 members 
Entering Unmasked Estep 
Score: -2900577.500000 Penalty: 5027.901367
	Iteration 17Q: 3 clusters Score -2900578 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 24909 members 
Entering Unmasked Estep 
Score: -2900612.500000 Penalty: 5027.901367
	Iteration 18Q: 3 clusters Score -2900612 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 24923 members 
Entering Unmasked Estep 
Score: -2900635.750000 Penalty: 5027.901367
	Iteration 19Q: 3 clusters Score -2900636 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 24935 members 
Entering Unmasked Estep 
Score: -2900662.500000 Penalty: 5027.901367
	Iteration 20F: 3 clusters Score -2900662 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 24943 members 
Entering Unmasked Estep 
Score: -2900672.000000 Penalty: 5027.901367
	Iteration 21Q: 3 clusters Score -2900672 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 24949 members 
Entering Unmasked Estep 
Score: -2900687.000000 Penalty: 5027.901367
	Iteration 22Q: 3 clusters Score -2900687 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 24953 members 
Entering Unmasked Estep 
Score: -2900697.750000 Penalty: 5027.901367
	Iteration 23Q: 3 clusters Score -2900698 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 24958 members 
Entering Unmasked Estep 
Score: -2900704.500000 Penalty: 5027.901367
	Iteration 24Q: 3 clusters Score -2900704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 24963 members 
Entering Unmasked Estep 
Score: -2900713.750000 Penalty: 5027.901367
	Iteration 25Q: 3 clusters Score -2900714 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 24967 members 
Entering Unmasked Estep 
Score: -2900718.250000 Penalty: 5027.901367
	Iteration 26Q: 3 clusters Score -2900718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 24970 members 
Entering Unmasked Estep 
Score: -2900725.500000 Penalty: 5027.901367
	Iteration 27Q: 3 clusters Score -2900726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 24975 members 
Entering Unmasked Estep 
Score: -2900731.500000 Penalty: 5027.901367
	Iteration 28Q: 3 clusters Score -2900732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 24979 members 
Entering Unmasked Estep 
Score: -2900736.750000 Penalty: 5027.901367
	Iteration 29Q: 3 clusters Score -2900737 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 24981 members 
Entering Unmasked Estep 
Score: -2900742.250000 Penalty: 5027.901367
	Iteration 30Q: 3 clusters Score -2900742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 24982 members 
Entering Unmasked Estep 
Score: -2900748.000000 Penalty: 5027.901367
	Iteration 31Q: 3 clusters Score -2900748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 24985 members 
Entering Unmasked Estep 
Score: -2900756.750000 Penalty: 5027.901367
	Iteration 32Q: 3 clusters Score -2900757 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 24987 members 
Entering Unmasked Estep 
Score: -2900757.500000 Penalty: 5027.901367
	Iteration 33Q: 3 clusters Score -2900758 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 24987 members 
Entering Unmasked Estep 
Score: -2900757.500000 Penalty: 5027.901367
	Iteration 34F: 3 clusters Score -2900758 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Entering Unmasked Estep 
Score: -102386.453125 Penalty: 1706.080322
	Iteration 0F: 2 clusters Score -102386.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -100553.234375 Penalty: 3412.160645
	Iteration 0F: 3 clusters Score -100553.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -100884.281250 Penalty: 3412.160645
	Iteration 1F: 3 clusters Score -100884.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -101002.929688 Penalty: 3412.160645
	Iteration 2F: 3 clusters Score -101002.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -101128.640625 Penalty: 3412.160645
	Iteration 3F: 3 clusters Score -101128.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -101526.414062 Penalty: 3412.160645
	Iteration 4F: 3 clusters Score -101526.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -102017.062500 Penalty: 3412.160645
	Iteration 5F: 3 clusters Score -102017.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -102179.429688 Penalty: 3412.160645
	Iteration 6F: 3 clusters Score -102179.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -102286.539062 Penalty: 3412.160645
	Iteration 7Q: 3 clusters Score -102286.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -102363.812500 Penalty: 3412.160645
	Iteration 8Q: 3 clusters Score -102363.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -102414.125000 Penalty: 3412.160645
	Iteration 9Q: 3 clusters Score -102414.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -102422.226562 Penalty: 3412.160645
	Iteration 10Q: 3 clusters Score -102422.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -102429.820312 Penalty: 3412.160645
	Iteration 11Q: 3 clusters Score -102429.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -102434.523438 Penalty: 3412.160645
	Iteration 12Q: 3 clusters Score -102434.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -102437.312500 Penalty: 3412.160645
	Iteration 13Q: 3 clusters Score -102437.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -102437.312500 Penalty: 3412.160645
	Iteration 14F: 3 clusters Score -102437.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 238842 members 
Mstep: Class 2 contains 10467 members 
Mstep: Class 3 contains 84672 members 
Mstep: Class 4 contains 79330 members 
Mstep: Class 5 contains 5392 members 
Mstep: Class 6 contains 3980 members 
Mstep: Class 7 contains 6283 members 
Mstep: Class 8 contains 11080 members 
Mstep: Class 9 contains 19960 members 
Mstep: Class 10 contains 1316 members 
Mstep: Class 11 contains 37819 members 
Mstep: Class 12 contains 227932 members 
Mstep: Class 13 contains 113071 members 
Mstep: Class 14 contains 40858 members 
Mstep: Class 15 contains 12557 members 
Mstep: Class 16 contains 213917 members 
Mstep: Class 17 contains 1007 members 
Mstep: Class 18 contains 25258 members 
Mstep: Class 19 contains 809 members 
Mstep: Class 20 contains 4312 members 
Mstep: Class 21 contains 17279 members 
Mstep: Class 22 contains 9983 members 
Mstep: Class 23 contains 5507 members 
Mstep: Class 24 contains 38644 members 
Mstep: Class 25 contains 10049 members 
Mstep: Class 26 contains 2009 members 
Mstep: Class 27 contains 3496 members 
Mstep: Class 28 contains 29072 members 
Mstep: Class 29 contains 30424 members 
Mstep: Class 30 contains 25469 members 
Mstep: Class 31 contains 10154 members 
Mstep: Class 32 contains 11188 members 
Mstep: Class 33 contains 20662 members 
Mstep: Class 34 contains 1115 members 
Mstep: Class 35 contains 4032 members 
Mstep: Class 36 contains 2138 members 
Mstep: Class 37 contains 163 members 
Entering Unmasked Estep 
Score: -155664848.000000 Penalty: 129594.273438
Splitting cluster 19 changes total score from -155666432.000000 to -155664848.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (4312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Entering Unmasked Estep 
Score: -470164.406250 Penalty: 2075.550781
	Iteration 0F: 2 clusters Score -470164.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -466015.187500 Penalty: 4151.101562
	Iteration 0F: 3 clusters Score -466015.2 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -466949.718750 Penalty: 4151.101562
	Iteration 1F: 3 clusters Score -466949.7 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -467195.000000 Penalty: 4151.101562
	Iteration 2F: 3 clusters Score -467195 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -467336.562500 Penalty: 4151.101562
	Iteration 3F: 3 clusters Score -467336.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -467429.218750 Penalty: 4151.101562
	Iteration 4Q: 3 clusters Score -467429.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -467522.375000 Penalty: 4151.101562
	Iteration 5Q: 3 clusters Score -467522.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -467593.812500 Penalty: 4151.101562
	Iteration 6Q: 3 clusters Score -467593.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -467637.562500 Penalty: 4151.101562
	Iteration 7Q: 3 clusters Score -467637.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -467675.531250 Penalty: 4151.101562
	Iteration 8Q: 3 clusters Score -467675.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -467707.437500 Penalty: 4151.101562
	Iteration 9Q: 3 clusters Score -467707.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -467730.968750 Penalty: 4151.101562
	Iteration 10Q: 3 clusters Score -467731 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -467755.093750 Penalty: 4151.101562
	Iteration 11Q: 3 clusters Score -467755.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -467769.187500 Penalty: 4151.101562
	Iteration 12Q: 3 clusters Score -467769.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -467782.312500 Penalty: 4151.101562
	Iteration 13Q: 3 clusters Score -467782.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -467796.093750 Penalty: 4151.101562
	Iteration 14Q: 3 clusters Score -467796.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -467811.812500 Penalty: 4151.101562
	Iteration 15Q: 3 clusters Score -467811.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -467822.500000 Penalty: 4151.101562
	Iteration 16Q: 3 clusters Score -467822.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -467831.656250 Penalty: 4151.101562
	Iteration 17Q: 3 clusters Score -467831.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -467836.593750 Penalty: 4151.101562
	Iteration 18Q: 3 clusters Score -467836.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -467840.343750 Penalty: 4151.101562
	Iteration 19Q: 3 clusters Score -467840.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -467843.343750 Penalty: 4151.101562
	Iteration 20F: 3 clusters Score -467843.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -467846.906250 Penalty: 4151.101562
	Iteration 21Q: 3 clusters Score -467846.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -467850.750000 Penalty: 4151.101562
	Iteration 22Q: 3 clusters Score -467850.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -467852.437500 Penalty: 4151.101562
	Iteration 23Q: 3 clusters Score -467852.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -467856.468750 Penalty: 4151.101562
	Iteration 24Q: 3 clusters Score -467856.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -467859.156250 Penalty: 4151.101562
	Iteration 25Q: 3 clusters Score -467859.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -467867.281250 Penalty: 4151.101562
	Iteration 26Q: 3 clusters Score -467867.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -467879.656250 Penalty: 4151.101562
	Iteration 27Q: 3 clusters Score -467879.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -467886.781250 Penalty: 4151.101562
	Iteration 28Q: 3 clusters Score -467886.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -467890.250000 Penalty: 4151.101562
	Iteration 29Q: 3 clusters Score -467890.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -467896.531250 Penalty: 4151.101562
	Iteration 30Q: 3 clusters Score -467896.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -467902.281250 Penalty: 4151.101562
	Iteration 31Q: 3 clusters Score -467902.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -467905.687500 Penalty: 4151.101562
	Iteration 32Q: 3 clusters Score -467905.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -467909.531250 Penalty: 4151.101562
	Iteration 33Q: 3 clusters Score -467909.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -467912.531250 Penalty: 4151.101562
	Iteration 34Q: 3 clusters Score -467912.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -467915.843750 Penalty: 4151.101562
	Iteration 35Q: 3 clusters Score -467915.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -467918.875000 Penalty: 4151.101562
	Iteration 36Q: 3 clusters Score -467918.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -467920.937500 Penalty: 4151.101562
	Iteration 37Q: 3 clusters Score -467920.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -467921.875000 Penalty: 4151.101562
	Iteration 38Q: 3 clusters Score -467921.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -467922.406250 Penalty: 4151.101562
	Iteration 39Q: 3 clusters Score -467922.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -467922.406250 Penalty: 4151.101562
	Iteration 40F: 3 clusters Score -467922.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (17279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17279 members 
Entering Unmasked Estep 
Score: -2005886.250000 Penalty: 2419.797363
	Iteration 0F: 2 clusters Score -2005886 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -1993517.625000 Penalty: 4839.594727
	Iteration 0F: 3 clusters Score -1993518 nChanged 7512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -1997582.000000 Penalty: 4839.594727
	Iteration 1F: 3 clusters Score -1997582 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -1998077.125000 Penalty: 4839.594727
	Iteration 2F: 3 clusters Score -1998077 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -1998576.500000 Penalty: 4839.594727
	Iteration 3F: 3 clusters Score -1998576 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -1999172.500000 Penalty: 4839.594727
	Iteration 4F: 3 clusters Score -1999172 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -2000044.000000 Penalty: 4839.594727
	Iteration 5F: 3 clusters Score -2000044 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -2001071.250000 Penalty: 4839.594727
	Iteration 6F: 3 clusters Score -2001071 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -2001987.500000 Penalty: 4839.594727
	Iteration 7F: 3 clusters Score -2001988 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -2002793.125000 Penalty: 4839.594727
	Iteration 8F: 3 clusters Score -2002793 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -2003358.125000 Penalty: 4839.594727
	Iteration 9Q: 3 clusters Score -2003358 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -2003766.500000 Penalty: 4839.594727
	Iteration 10Q: 3 clusters Score -2003766 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -2004042.375000 Penalty: 4839.594727
	Iteration 11Q: 3 clusters Score -2004042 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -2004247.875000 Penalty: 4839.594727
	Iteration 12Q: 3 clusters Score -2004248 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -2004399.375000 Penalty: 4839.594727
	Iteration 13Q: 3 clusters Score -2004399 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -2004516.875000 Penalty: 4839.594727
	Iteration 14Q: 3 clusters Score -2004517 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -2004612.875000 Penalty: 4839.594727
	Iteration 15Q: 3 clusters Score -2004613 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -2004667.250000 Penalty: 4839.594727
	Iteration 16Q: 3 clusters Score -2004667 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -2004717.250000 Penalty: 4839.594727
	Iteration 17Q: 3 clusters Score -2004717 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -2004748.875000 Penalty: 4839.594727
	Iteration 18Q: 3 clusters Score -2004749 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -2004776.875000 Penalty: 4839.594727
	Iteration 19Q: 3 clusters Score -2004777 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -2004796.875000 Penalty: 4839.594727
	Iteration 20F: 3 clusters Score -2004797 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -2004820.125000 Penalty: 4839.594727
	Iteration 21Q: 3 clusters Score -2004820 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -2004832.375000 Penalty: 4839.594727
	Iteration 22Q: 3 clusters Score -2004832 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -2004846.000000 Penalty: 4839.594727
	Iteration 23Q: 3 clusters Score -2004846 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -2004857.000000 Penalty: 4839.594727
	Iteration 24Q: 3 clusters Score -2004857 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -2004867.875000 Penalty: 4839.594727
	Iteration 25Q: 3 clusters Score -2004868 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -2004874.000000 Penalty: 4839.594727
	Iteration 26Q: 3 clusters Score -2004874 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -2004874.000000 Penalty: 4839.594727
	Iteration 27Q: 3 clusters Score -2004874 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 11618 members 
Entering Unmasked Estep 
Score: -2004876.625000 Penalty: 4839.594727
	Iteration 28Q: 3 clusters Score -2004877 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -2004882.250000 Penalty: 4839.594727
	Iteration 29Q: 3 clusters Score -2004882 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 11664 members 
Entering Unmasked Estep 
Score: -2004883.125000 Penalty: 4839.594727
	Iteration 30Q: 3 clusters Score -2004883 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 11686 members 
Entering Unmasked Estep 
Score: -2004890.750000 Penalty: 4839.594727
	Iteration 31Q: 3 clusters Score -2004891 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -2004890.000000 Penalty: 4839.594727
	Iteration 32Q: 3 clusters Score -2004890 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -2004890.750000 Penalty: 4839.594727
	Iteration 33Q: 3 clusters Score -2004891 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -2004890.250000 Penalty: 4839.594727
	Iteration 34Q: 3 clusters Score -2004890 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -2004901.625000 Penalty: 4839.594727
	Iteration 35Q: 3 clusters Score -2004902 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
Score: -2004896.250000 Penalty: 4839.594727
	Iteration 36Q: 3 clusters Score -2004896 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -2004897.000000 Penalty: 4839.594727
	Iteration 37Q: 3 clusters Score -2004897 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -2004898.250000 Penalty: 4839.594727
	Iteration 38Q: 3 clusters Score -2004898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -2004900.375000 Penalty: 4839.594727
	Iteration 39Q: 3 clusters Score -2004900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -2004897.125000 Penalty: 4839.594727
	Iteration 40F: 3 clusters Score -2004897 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -2004897.250000 Penalty: 4839.594727
	Iteration 41Q: 3 clusters Score -2004897 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -2004897.250000 Penalty: 4839.594727
	Iteration 42F: 3 clusters Score -2004897 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (9983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Entering Unmasked Estep 
Score: -1172181.875000 Penalty: 2283.742432
	Iteration 0F: 2 clusters Score -1172182 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -1164553.625000 Penalty: 4567.484863
	Iteration 0F: 3 clusters Score -1164554 nChanged 4137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -1166739.625000 Penalty: 4567.484863
	Iteration 1F: 3 clusters Score -1166740 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -1167030.875000 Penalty: 4567.484863
	Iteration 2F: 3 clusters Score -1167031 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -1167219.375000 Penalty: 4567.484863
	Iteration 3Q: 3 clusters Score -1167219 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -1167362.000000 Penalty: 4567.484863
	Iteration 4Q: 3 clusters Score -1167362 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -1167485.500000 Penalty: 4567.484863
	Iteration 5Q: 3 clusters Score -1167486 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1167587.875000 Penalty: 4567.484863
	Iteration 6Q: 3 clusters Score -1167588 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1167687.750000 Penalty: 4567.484863
	Iteration 7Q: 3 clusters Score -1167688 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -1167775.000000 Penalty: 4567.484863
	Iteration 8Q: 3 clusters Score -1167775 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -1167862.750000 Penalty: 4567.484863
	Iteration 9Q: 3 clusters Score -1167863 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -1167948.875000 Penalty: 4567.484863
	Iteration 10Q: 3 clusters Score -1167949 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -1168039.500000 Penalty: 4567.484863
	Iteration 11Q: 3 clusters Score -1168040 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -1168139.500000 Penalty: 4567.484863
	Iteration 12Q: 3 clusters Score -1168140 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -1168244.125000 Penalty: 4567.484863
	Iteration 13Q: 3 clusters Score -1168244 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -1168340.375000 Penalty: 4567.484863
	Iteration 14Q: 3 clusters Score -1168340 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -1168445.500000 Penalty: 4567.484863
	Iteration 15Q: 3 clusters Score -1168446 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -1168545.250000 Penalty: 4567.484863
	Iteration 16Q: 3 clusters Score -1168545 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -1168646.125000 Penalty: 4567.484863
	Iteration 17Q: 3 clusters Score -1168646 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -1168732.125000 Penalty: 4567.484863
	Iteration 18Q: 3 clusters Score -1168732 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -1168815.750000 Penalty: 4567.484863
	Iteration 19Q: 3 clusters Score -1168816 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -1168896.000000 Penalty: 4567.484863
	Iteration 20F: 3 clusters Score -1168896 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -1168946.625000 Penalty: 4567.484863
	Iteration 21Q: 3 clusters Score -1168947 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -1169003.125000 Penalty: 4567.484863
	Iteration 22Q: 3 clusters Score -1169003 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -1169056.750000 Penalty: 4567.484863
	Iteration 23Q: 3 clusters Score -1169057 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -1169113.125000 Penalty: 4567.484863
	Iteration 24Q: 3 clusters Score -1169113 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -1169167.750000 Penalty: 4567.484863
	Iteration 25Q: 3 clusters Score -1169168 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -1169225.000000 Penalty: 4567.484863
	Iteration 26Q: 3 clusters Score -1169225 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -1169280.000000 Penalty: 4567.484863
	Iteration 27Q: 3 clusters Score -1169280 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -1169331.250000 Penalty: 4567.484863
	Iteration 28Q: 3 clusters Score -1169331 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -1169380.250000 Penalty: 4567.484863
	Iteration 29Q: 3 clusters Score -1169380 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -1169424.125000 Penalty: 4567.484863
	Iteration 30Q: 3 clusters Score -1169424 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -1169470.500000 Penalty: 4567.484863
	Iteration 31Q: 3 clusters Score -1169470 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -1169527.500000 Penalty: 4567.484863
	Iteration 32Q: 3 clusters Score -1169528 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -1169585.000000 Penalty: 4567.484863
	Iteration 33Q: 3 clusters Score -1169585 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -1169643.000000 Penalty: 4567.484863
	Iteration 34Q: 3 clusters Score -1169643 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1169700.500000 Penalty: 4567.484863
	Iteration 35Q: 3 clusters Score -1169700 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1169758.750000 Penalty: 4567.484863
	Iteration 36Q: 3 clusters Score -1169759 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -1169815.375000 Penalty: 4567.484863
	Iteration 37Q: 3 clusters Score -1169815 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -1169874.250000 Penalty: 4567.484863
	Iteration 38Q: 3 clusters Score -1169874 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -1169930.000000 Penalty: 4567.484863
	Iteration 39Q: 3 clusters Score -1169930 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -1169970.625000 Penalty: 4567.484863
	Iteration 40F: 3 clusters Score -1169971 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1170003.750000 Penalty: 4567.484863
	Iteration 41Q: 3 clusters Score -1170004 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1170038.875000 Penalty: 4567.484863
	Iteration 42Q: 3 clusters Score -1170039 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1170063.625000 Penalty: 4567.484863
	Iteration 43Q: 3 clusters Score -1170064 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -1170088.375000 Penalty: 4567.484863
	Iteration 44Q: 3 clusters Score -1170088 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1170113.250000 Penalty: 4567.484863
	Iteration 45Q: 3 clusters Score -1170113 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1170130.250000 Penalty: 4567.484863
	Iteration 46Q: 3 clusters Score -1170130 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1170140.000000 Penalty: 4567.484863
	Iteration 47Q: 3 clusters Score -1170140 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1170146.875000 Penalty: 4567.484863
	Iteration 48Q: 3 clusters Score -1170147 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1170158.625000 Penalty: 4567.484863
	Iteration 49Q: 3 clusters Score -1170159 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1170171.750000 Penalty: 4567.484863
	Iteration 50Q: 3 clusters Score -1170172 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1170176.000000 Penalty: 4567.484863
	Iteration 51Q: 3 clusters Score -1170176 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1170180.375000 Penalty: 4567.484863
	Iteration 52Q: 3 clusters Score -1170180 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1170184.625000 Penalty: 4567.484863
	Iteration 53Q: 3 clusters Score -1170185 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1170194.125000 Penalty: 4567.484863
	Iteration 54Q: 3 clusters Score -1170194 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1170200.625000 Penalty: 4567.484863
	Iteration 55Q: 3 clusters Score -1170201 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1170205.500000 Penalty: 4567.484863
	Iteration 56Q: 3 clusters Score -1170206 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1170211.750000 Penalty: 4567.484863
	Iteration 57Q: 3 clusters Score -1170212 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1170215.875000 Penalty: 4567.484863
	Iteration 58Q: 3 clusters Score -1170216 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1170223.750000 Penalty: 4567.484863
	Iteration 59Q: 3 clusters Score -1170224 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1170223.875000 Penalty: 4567.484863
	Iteration 60F: 3 clusters Score -1170224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1170226.250000 Penalty: 4567.484863
	Iteration 61Q: 3 clusters Score -1170226 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1170226.250000 Penalty: 4567.484863
	Iteration 62F: 3 clusters Score -1170226 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Entering Unmasked Estep 
Score: -596440.875000 Penalty: 2136.216309
	Iteration 0F: 2 clusters Score -596440.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -591653.437500 Penalty: 4272.432617
	Iteration 0F: 3 clusters Score -591653.4 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -592965.625000 Penalty: 4272.432617
	Iteration 1F: 3 clusters Score -592965.6 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -593491.187500 Penalty: 4272.432617
	Iteration 2F: 3 clusters Score -593491.2 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -594084.937500 Penalty: 4272.432617
	Iteration 3F: 3 clusters Score -594084.9 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -594581.250000 Penalty: 4272.432617
	Iteration 4F: 3 clusters Score -594581.2 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -594916.625000 Penalty: 4272.432617
	Iteration 5F: 3 clusters Score -594916.6 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -595123.687500 Penalty: 4272.432617
	Iteration 6Q: 3 clusters Score -595123.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -595258.062500 Penalty: 4272.432617
	Iteration 7Q: 3 clusters Score -595258.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -595344.250000 Penalty: 4272.432617
	Iteration 8Q: 3 clusters Score -595344.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -595423.437500 Penalty: 4272.432617
	Iteration 9Q: 3 clusters Score -595423.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -595503.750000 Penalty: 4272.432617
	Iteration 10Q: 3 clusters Score -595503.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -595567.250000 Penalty: 4272.432617
	Iteration 11Q: 3 clusters Score -595567.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -595621.812500 Penalty: 4272.432617
	Iteration 12Q: 3 clusters Score -595621.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -595675.875000 Penalty: 4272.432617
	Iteration 13Q: 3 clusters Score -595675.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -595710.375000 Penalty: 4272.432617
	Iteration 14Q: 3 clusters Score -595710.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -595734.687500 Penalty: 4272.432617
	Iteration 15Q: 3 clusters Score -595734.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -595754.625000 Penalty: 4272.432617
	Iteration 16Q: 3 clusters Score -595754.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -595770.250000 Penalty: 4272.432617
	Iteration 17Q: 3 clusters Score -595770.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -595788.812500 Penalty: 4272.432617
	Iteration 18Q: 3 clusters Score -595788.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -595805.437500 Penalty: 4272.432617
	Iteration 19Q: 3 clusters Score -595805.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -595823.187500 Penalty: 4272.432617
	Iteration 20F: 3 clusters Score -595823.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -595833.250000 Penalty: 4272.432617
	Iteration 21Q: 3 clusters Score -595833.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -595841.312500 Penalty: 4272.432617
	Iteration 22Q: 3 clusters Score -595841.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -595850.375000 Penalty: 4272.432617
	Iteration 23Q: 3 clusters Score -595850.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -595855.250000 Penalty: 4272.432617
	Iteration 24Q: 3 clusters Score -595855.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -595858.062500 Penalty: 4272.432617
	Iteration 25Q: 3 clusters Score -595858.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -595861.312500 Penalty: 4272.432617
	Iteration 26Q: 3 clusters Score -595861.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -595864.437500 Penalty: 4272.432617
	Iteration 27Q: 3 clusters Score -595864.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -595869.562500 Penalty: 4272.432617
	Iteration 28Q: 3 clusters Score -595869.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -595873.500000 Penalty: 4272.432617
	Iteration 29Q: 3 clusters Score -595873.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -595877.375000 Penalty: 4272.432617
	Iteration 30Q: 3 clusters Score -595877.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -595880.187500 Penalty: 4272.432617
	Iteration 31Q: 3 clusters Score -595880.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -595886.375000 Penalty: 4272.432617
	Iteration 32Q: 3 clusters Score -595886.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -595894.125000 Penalty: 4272.432617
	Iteration 33Q: 3 clusters Score -595894.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -595900.062500 Penalty: 4272.432617
	Iteration 34Q: 3 clusters Score -595900.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -595905.187500 Penalty: 4272.432617
	Iteration 35Q: 3 clusters Score -595905.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -595909.875000 Penalty: 4272.432617
	Iteration 36Q: 3 clusters Score -595909.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -595916.187500 Penalty: 4272.432617
	Iteration 37Q: 3 clusters Score -595916.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -595918.562500 Penalty: 4272.432617
	Iteration 38Q: 3 clusters Score -595918.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -595921.312500 Penalty: 4272.432617
	Iteration 39Q: 3 clusters Score -595921.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -595921.812500 Penalty: 4272.432617
	Iteration 40F: 3 clusters Score -595921.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -595923.437500 Penalty: 4272.432617
	Iteration 41Q: 3 clusters Score -595923.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -595925.375000 Penalty: 4272.432617
	Iteration 42Q: 3 clusters Score -595925.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -595925.062500 Penalty: 4272.432617
	Iteration 43Q: 3 clusters Score -595925.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -595925.875000 Penalty: 4272.432617
	Iteration 44Q: 3 clusters Score -595925.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -595926.812500 Penalty: 4272.432617
	Iteration 45Q: 3 clusters Score -595926.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -595927.125000 Penalty: 4272.432617
	Iteration 46Q: 3 clusters Score -595927.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -595927.437500 Penalty: 4272.432617
	Iteration 47Q: 3 clusters Score -595927.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -595927.187500 Penalty: 4272.432617
	Iteration 48Q: 3 clusters Score -595927.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -595928.375000 Penalty: 4272.432617
	Iteration 49Q: 3 clusters Score -595928.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -595928.875000 Penalty: 4272.432617
	Iteration 50Q: 3 clusters Score -595928.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -595929.437500 Penalty: 4272.432617
	Iteration 51Q: 3 clusters Score -595929.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -595930.875000 Penalty: 4272.432617
	Iteration 52Q: 3 clusters Score -595930.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -595930.875000 Penalty: 4272.432617
	Iteration 53F: 3 clusters Score -595930.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (38644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38644 members 
Entering Unmasked Estep 
Score: -4252100.000000 Penalty: 2619.412598
	Iteration 0F: 2 clusters Score -4252100 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19429 members 
Mstep: Class 2 contains 19215 members 
Entering Unmasked Estep 
Score: -4225891.000000 Penalty: 5238.825195
	Iteration 0F: 3 clusters Score -4225891 nChanged 17688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20209 members 
Mstep: Class 2 contains 18435 members 
Entering Unmasked Estep 
Score: -4235906.500000 Penalty: 5238.825195
	Iteration 1F: 3 clusters Score -4235906 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20577 members 
Mstep: Class 2 contains 18067 members 
Entering Unmasked Estep 
Score: -4236712.500000 Penalty: 5238.825195
	Iteration 2F: 3 clusters Score -4236712 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21181 members 
Mstep: Class 2 contains 17463 members 
Entering Unmasked Estep 
Score: -4237496.500000 Penalty: 5238.825195
	Iteration 3F: 3 clusters Score -4237496 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22060 members 
Mstep: Class 2 contains 16584 members 
Entering Unmasked Estep 
Score: -4238322.000000 Penalty: 5238.825195
	Iteration 4Q: 3 clusters Score -4238322 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23297 members 
Mstep: Class 2 contains 15347 members 
Entering Unmasked Estep 
Score: -4239238.000000 Penalty: 5238.825195
	Iteration 5Q: 3 clusters Score -4239238 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24907 members 
Mstep: Class 2 contains 13737 members 
Entering Unmasked Estep 
Score: -4240353.000000 Penalty: 5238.825195
	Iteration 6F: 3 clusters Score -4240353 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26898 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
Score: -4241783.500000 Penalty: 5238.825195
	Iteration 7F: 3 clusters Score -4241784 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29188 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -4243624.500000 Penalty: 5238.825195
	Iteration 8F: 3 clusters Score -4243624 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31574 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -4245765.000000 Penalty: 5238.825195
	Iteration 9F: 3 clusters Score -4245765 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33733 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -4247851.000000 Penalty: 5238.825195
	Iteration 10F: 3 clusters Score -4247851 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35288 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -4249406.500000 Penalty: 5238.825195
	Iteration 11Q: 3 clusters Score -4249406 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36258 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -4250402.000000 Penalty: 5238.825195
	Iteration 12Q: 3 clusters Score -4250402 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36778 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -4250981.000000 Penalty: 5238.825195
	Iteration 13Q: 3 clusters Score -4250981 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37044 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -4251262.500000 Penalty: 5238.825195
	Iteration 14Q: 3 clusters Score -4251262 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37179 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -4251372.500000 Penalty: 5238.825195
	Iteration 15Q: 3 clusters Score -4251372 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37270 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -4251413.000000 Penalty: 5238.825195
	Iteration 16Q: 3 clusters Score -4251413 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37316 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -4251443.500000 Penalty: 5238.825195
	Iteration 17Q: 3 clusters Score -4251444 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37341 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -4251456.000000 Penalty: 5238.825195
	Iteration 18Q: 3 clusters Score -4251456 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37369 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -4251468.000000 Penalty: 5238.825195
	Iteration 19Q: 3 clusters Score -4251468 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37382 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -4251478.500000 Penalty: 5238.825195
	Iteration 20F: 3 clusters Score -4251478 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37391 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -4251477.000000 Penalty: 5238.825195
	Iteration 21Q: 3 clusters Score -4251477 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37397 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -4251477.500000 Penalty: 5238.825195
	Iteration 22Q: 3 clusters Score -4251478 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37403 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -4251476.000000 Penalty: 5238.825195
	Iteration 23Q: 3 clusters Score -4251476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37406 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -4251477.500000 Penalty: 5238.825195
	Iteration 24Q: 3 clusters Score -4251478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37409 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -4251477.500000 Penalty: 5238.825195
	Iteration 25Q: 3 clusters Score -4251478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37411 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -4251475.000000 Penalty: 5238.825195
	Iteration 26Q: 3 clusters Score -4251475 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37412 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -4251476.500000 Penalty: 5238.825195
	Iteration 27Q: 3 clusters Score -4251476 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37412 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -4251476.500000 Penalty: 5238.825195
	Iteration 28F: 3 clusters Score -4251476 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (10049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Entering Unmasked Estep 
Score: -1059055.625000 Penalty: 2285.376465
	Iteration 0F: 2 clusters Score -1059056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -1051373.875000 Penalty: 4570.752930
	Iteration 0F: 3 clusters Score -1051374 nChanged 4146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -1053499.250000 Penalty: 4570.752930
	Iteration 1F: 3 clusters Score -1053499 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -1053861.000000 Penalty: 4570.752930
	Iteration 2F: 3 clusters Score -1053861 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -1054190.500000 Penalty: 4570.752930
	Iteration 3F: 3 clusters Score -1054190 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -1054508.250000 Penalty: 4570.752930
	Iteration 4F: 3 clusters Score -1054508 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -1054782.625000 Penalty: 4570.752930
	Iteration 5Q: 3 clusters Score -1054783 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -1055030.750000 Penalty: 4570.752930
	Iteration 6Q: 3 clusters Score -1055031 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -1055252.500000 Penalty: 4570.752930
	Iteration 7Q: 3 clusters Score -1055252 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -1055438.500000 Penalty: 4570.752930
	Iteration 8Q: 3 clusters Score -1055438 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -1055611.125000 Penalty: 4570.752930
	Iteration 9Q: 3 clusters Score -1055611 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -1055719.125000 Penalty: 4570.752930
	Iteration 10Q: 3 clusters Score -1055719 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -1055834.250000 Penalty: 4570.752930
	Iteration 11Q: 3 clusters Score -1055834 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -1055973.875000 Penalty: 4570.752930
	Iteration 12Q: 3 clusters Score -1055974 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -1056146.125000 Penalty: 4570.752930
	Iteration 13Q: 3 clusters Score -1056146 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -1056314.625000 Penalty: 4570.752930
	Iteration 14Q: 3 clusters Score -1056315 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -1056458.875000 Penalty: 4570.752930
	Iteration 15Q: 3 clusters Score -1056459 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -1056596.250000 Penalty: 4570.752930
	Iteration 16Q: 3 clusters Score -1056596 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -1056734.250000 Penalty: 4570.752930
	Iteration 17Q: 3 clusters Score -1056734 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -1056855.625000 Penalty: 4570.752930
	Iteration 18Q: 3 clusters Score -1056856 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -1056953.625000 Penalty: 4570.752930
	Iteration 19Q: 3 clusters Score -1056954 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -1057036.875000 Penalty: 4570.752930
	Iteration 20F: 3 clusters Score -1057037 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -1057091.750000 Penalty: 4570.752930
	Iteration 21Q: 3 clusters Score -1057092 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -1057129.625000 Penalty: 4570.752930
	Iteration 22Q: 3 clusters Score -1057130 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -1057157.375000 Penalty: 4570.752930
	Iteration 23Q: 3 clusters Score -1057157 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -1057191.625000 Penalty: 4570.752930
	Iteration 24Q: 3 clusters Score -1057192 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -1057219.625000 Penalty: 4570.752930
	Iteration 25Q: 3 clusters Score -1057220 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -1057233.500000 Penalty: 4570.752930
	Iteration 26Q: 3 clusters Score -1057234 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -1057246.000000 Penalty: 4570.752930
	Iteration 27Q: 3 clusters Score -1057246 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -1057257.375000 Penalty: 4570.752930
	Iteration 28Q: 3 clusters Score -1057257 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -1057264.000000 Penalty: 4570.752930
	Iteration 29Q: 3 clusters Score -1057264 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -1057266.875000 Penalty: 4570.752930
	Iteration 30Q: 3 clusters Score -1057267 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -1057274.375000 Penalty: 4570.752930
	Iteration 31Q: 3 clusters Score -1057274 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -1057277.875000 Penalty: 4570.752930
	Iteration 32Q: 3 clusters Score -1057278 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -1057279.750000 Penalty: 4570.752930
	Iteration 33Q: 3 clusters Score -1057280 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -1057280.375000 Penalty: 4570.752930
	Iteration 34Q: 3 clusters Score -1057280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -1057282.125000 Penalty: 4570.752930
	Iteration 35Q: 3 clusters Score -1057282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -1057284.125000 Penalty: 4570.752930
	Iteration 36Q: 3 clusters Score -1057284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -1057283.875000 Penalty: 4570.752930
	Iteration 37Q: 3 clusters Score -1057284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -1057284.750000 Penalty: 4570.752930
	Iteration 38Q: 3 clusters Score -1057285 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -1057285.875000 Penalty: 4570.752930
	Iteration 39Q: 3 clusters Score -1057286 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -1057293.000000 Penalty: 4570.752930
	Iteration 40F: 3 clusters Score -1057293 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -1057292.875000 Penalty: 4570.752930
	Iteration 41Q: 3 clusters Score -1057293 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -1057295.500000 Penalty: 4570.752930
	Iteration 42Q: 3 clusters Score -1057296 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -1057298.625000 Penalty: 4570.752930
	Iteration 43Q: 3 clusters Score -1057299 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -1057301.500000 Penalty: 4570.752930
	Iteration 44Q: 3 clusters Score -1057302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -1057300.000000 Penalty: 4570.752930
	Iteration 45Q: 3 clusters Score -1057300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -1057300.250000 Penalty: 4570.752930
	Iteration 46Q: 3 clusters Score -1057300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -1057301.375000 Penalty: 4570.752930
	Iteration 47Q: 3 clusters Score -1057301 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -1057300.625000 Penalty: 4570.752930
	Iteration 48Q: 3 clusters Score -1057301 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -1057300.625000 Penalty: 4570.752930
	Iteration 49F: 3 clusters Score -1057301 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Entering Unmasked Estep 
Score: -193088.765625 Penalty: 1886.137329
	Iteration 0F: 2 clusters Score -193088.8 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 1004 members 
Entering Unmasked Estep 
Score: -190558.312500 Penalty: 3772.274658
	Iteration 0F: 3 clusters Score -190558.3 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -191182.562500 Penalty: 3772.274658
	Iteration 1F: 3 clusters Score -191182.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -191455.031250 Penalty: 3772.274658
	Iteration 2F: 3 clusters Score -191455 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -191665.906250 Penalty: 3772.274658
	Iteration 3F: 3 clusters Score -191665.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -191912.437500 Penalty: 3772.274658
	Iteration 4F: 3 clusters Score -191912.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -192185.343750 Penalty: 3772.274658
	Iteration 5F: 3 clusters Score -192185.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -192393.125000 Penalty: 3772.274658
	Iteration 6F: 3 clusters Score -192393.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -192493.140625 Penalty: 3772.274658
	Iteration 7Q: 3 clusters Score -192493.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -192541.937500 Penalty: 3772.274658
	Iteration 8Q: 3 clusters Score -192541.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -192585.265625 Penalty: 3772.274658
	Iteration 9Q: 3 clusters Score -192585.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -192603.328125 Penalty: 3772.274658
	Iteration 10Q: 3 clusters Score -192603.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -192616.625000 Penalty: 3772.274658
	Iteration 11Q: 3 clusters Score -192616.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -192630.828125 Penalty: 3772.274658
	Iteration 12Q: 3 clusters Score -192630.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -192644.781250 Penalty: 3772.274658
	Iteration 13Q: 3 clusters Score -192644.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -192654.140625 Penalty: 3772.274658
	Iteration 14Q: 3 clusters Score -192654.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -192664.281250 Penalty: 3772.274658
	Iteration 15Q: 3 clusters Score -192664.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -192677.125000 Penalty: 3772.274658
	Iteration 16Q: 3 clusters Score -192677.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -192686.859375 Penalty: 3772.274658
	Iteration 17Q: 3 clusters Score -192686.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -192692.656250 Penalty: 3772.274658
	Iteration 18Q: 3 clusters Score -192692.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -192700.484375 Penalty: 3772.274658
	Iteration 19Q: 3 clusters Score -192700.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -192705.390625 Penalty: 3772.274658
	Iteration 20F: 3 clusters Score -192705.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -192710.859375 Penalty: 3772.274658
	Iteration 21Q: 3 clusters Score -192710.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -192714.218750 Penalty: 3772.274658
	Iteration 22Q: 3 clusters Score -192714.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -192714.812500 Penalty: 3772.274658
	Iteration 23Q: 3 clusters Score -192714.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -192714.812500 Penalty: 3772.274658
	Iteration 24F: 3 clusters Score -192714.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Entering Unmasked Estep 
Score: -398080.218750 Penalty: 2023.525024
	Iteration 0F: 2 clusters Score -398080.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -394539.656250 Penalty: 4047.050049
	Iteration 0F: 3 clusters Score -394539.7 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -395329.718750 Penalty: 4047.050049
	Iteration 1F: 3 clusters Score -395329.7 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -395530.843750 Penalty: 4047.050049
	Iteration 2F: 3 clusters Score -395530.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -395641.062500 Penalty: 4047.050049
	Iteration 3Q: 3 clusters Score -395641.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -395717.281250 Penalty: 4047.050049
	Iteration 4Q: 3 clusters Score -395717.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -395771.593750 Penalty: 4047.050049
	Iteration 5Q: 3 clusters Score -395771.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -395819.281250 Penalty: 4047.050049
	Iteration 6Q: 3 clusters Score -395819.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -395856.031250 Penalty: 4047.050049
	Iteration 7Q: 3 clusters Score -395856 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -395883.968750 Penalty: 4047.050049
	Iteration 8Q: 3 clusters Score -395884 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -395912.625000 Penalty: 4047.050049
	Iteration 9Q: 3 clusters Score -395912.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -395928.156250 Penalty: 4047.050049
	Iteration 10Q: 3 clusters Score -395928.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -395941.000000 Penalty: 4047.050049
	Iteration 11Q: 3 clusters Score -395941 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -395952.937500 Penalty: 4047.050049
	Iteration 12Q: 3 clusters Score -395952.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -395976.343750 Penalty: 4047.050049
	Iteration 13Q: 3 clusters Score -395976.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -396004.593750 Penalty: 4047.050049
	Iteration 14Q: 3 clusters Score -396004.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -396029.156250 Penalty: 4047.050049
	Iteration 15Q: 3 clusters Score -396029.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -396047.125000 Penalty: 4047.050049
	Iteration 16Q: 3 clusters Score -396047.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -396059.750000 Penalty: 4047.050049
	Iteration 17Q: 3 clusters Score -396059.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -396065.812500 Penalty: 4047.050049
	Iteration 18Q: 3 clusters Score -396065.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -396072.687500 Penalty: 4047.050049
	Iteration 19Q: 3 clusters Score -396072.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -396076.343750 Penalty: 4047.050049
	Iteration 20F: 3 clusters Score -396076.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -396083.593750 Penalty: 4047.050049
	Iteration 21Q: 3 clusters Score -396083.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -396085.750000 Penalty: 4047.050049
	Iteration 22Q: 3 clusters Score -396085.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -396089.437500 Penalty: 4047.050049
	Iteration 23Q: 3 clusters Score -396089.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -396092.031250 Penalty: 4047.050049
	Iteration 24Q: 3 clusters Score -396092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -396094.062500 Penalty: 4047.050049
	Iteration 25Q: 3 clusters Score -396094.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -396097.750000 Penalty: 4047.050049
	Iteration 26Q: 3 clusters Score -396097.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -396102.937500 Penalty: 4047.050049
	Iteration 27Q: 3 clusters Score -396102.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -396106.812500 Penalty: 4047.050049
	Iteration 28Q: 3 clusters Score -396106.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -396108.812500 Penalty: 4047.050049
	Iteration 29Q: 3 clusters Score -396108.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -396109.062500 Penalty: 4047.050049
	Iteration 30Q: 3 clusters Score -396109.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -396111.781250 Penalty: 4047.050049
	Iteration 31Q: 3 clusters Score -396111.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -396113.000000 Penalty: 4047.050049
	Iteration 32Q: 3 clusters Score -396113 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -396118.062500 Penalty: 4047.050049
	Iteration 33Q: 3 clusters Score -396118.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -396122.812500 Penalty: 4047.050049
	Iteration 34Q: 3 clusters Score -396122.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -396128.375000 Penalty: 4047.050049
	Iteration 35Q: 3 clusters Score -396128.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -396138.937500 Penalty: 4047.050049
	Iteration 36Q: 3 clusters Score -396138.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -396143.906250 Penalty: 4047.050049
	Iteration 37Q: 3 clusters Score -396143.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -396150.281250 Penalty: 4047.050049
	Iteration 38Q: 3 clusters Score -396150.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -396155.125000 Penalty: 4047.050049
	Iteration 39Q: 3 clusters Score -396155.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -396159.843750 Penalty: 4047.050049
	Iteration 40F: 3 clusters Score -396159.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -396165.406250 Penalty: 4047.050049
	Iteration 41Q: 3 clusters Score -396165.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -396171.500000 Penalty: 4047.050049
	Iteration 42Q: 3 clusters Score -396171.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -396177.937500 Penalty: 4047.050049
	Iteration 43Q: 3 clusters Score -396177.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -396183.375000 Penalty: 4047.050049
	Iteration 44Q: 3 clusters Score -396183.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -396187.781250 Penalty: 4047.050049
	Iteration 45Q: 3 clusters Score -396187.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -396190.375000 Penalty: 4047.050049
	Iteration 46Q: 3 clusters Score -396190.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -396191.437500 Penalty: 4047.050049
	Iteration 47Q: 3 clusters Score -396191.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -396193.375000 Penalty: 4047.050049
	Iteration 48Q: 3 clusters Score -396193.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -396195.843750 Penalty: 4047.050049
	Iteration 49Q: 3 clusters Score -396195.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -396198.593750 Penalty: 4047.050049
	Iteration 50Q: 3 clusters Score -396198.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -396201.593750 Penalty: 4047.050049
	Iteration 51Q: 3 clusters Score -396201.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -396205.531250 Penalty: 4047.050049
	Iteration 52Q: 3 clusters Score -396205.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -396209.781250 Penalty: 4047.050049
	Iteration 53Q: 3 clusters Score -396209.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -396212.375000 Penalty: 4047.050049
	Iteration 54Q: 3 clusters Score -396212.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -396215.656250 Penalty: 4047.050049
	Iteration 55Q: 3 clusters Score -396215.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -396219.593750 Penalty: 4047.050049
	Iteration 56Q: 3 clusters Score -396219.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -396222.812500 Penalty: 4047.050049
	Iteration 57Q: 3 clusters Score -396222.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -396226.375000 Penalty: 4047.050049
	Iteration 58Q: 3 clusters Score -396226.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -396231.312500 Penalty: 4047.050049
	Iteration 59Q: 3 clusters Score -396231.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -396235.875000 Penalty: 4047.050049
	Iteration 60F: 3 clusters Score -396235.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -396243.625000 Penalty: 4047.050049
	Iteration 61Q: 3 clusters Score -396243.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -396256.406250 Penalty: 4047.050049
	Iteration 62Q: 3 clusters Score -396256.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -396268.656250 Penalty: 4047.050049
	Iteration 63Q: 3 clusters Score -396268.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -396284.812500 Penalty: 4047.050049
	Iteration 64Q: 3 clusters Score -396284.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -396305.125000 Penalty: 4047.050049
	Iteration 65Q: 3 clusters Score -396305.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -396334.343750 Penalty: 4047.050049
	Iteration 66Q: 3 clusters Score -396334.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -396368.125000 Penalty: 4047.050049
	Iteration 67Q: 3 clusters Score -396368.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -396395.187500 Penalty: 4047.050049
	Iteration 68Q: 3 clusters Score -396395.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -396428.093750 Penalty: 4047.050049
	Iteration 69Q: 3 clusters Score -396428.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -396477.687500 Penalty: 4047.050049
	Iteration 70Q: 3 clusters Score -396477.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -396527.000000 Penalty: 4047.050049
	Iteration 71Q: 3 clusters Score -396527 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -396611.281250 Penalty: 4047.050049
	Iteration 72Q: 3 clusters Score -396611.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -396675.000000 Penalty: 4047.050049
	Iteration 73Q: 3 clusters Score -396675 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -396717.218750 Penalty: 4047.050049
	Iteration 74Q: 3 clusters Score -396717.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -396765.718750 Penalty: 4047.050049
	Iteration 75Q: 3 clusters Score -396765.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -396810.187500 Penalty: 4047.050049
	Iteration 76Q: 3 clusters Score -396810.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -396832.218750 Penalty: 4047.050049
	Iteration 77Q: 3 clusters Score -396832.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -396852.812500 Penalty: 4047.050049
	Iteration 78Q: 3 clusters Score -396852.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -396876.312500 Penalty: 4047.050049
	Iteration 79Q: 3 clusters Score -396876.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -396902.687500 Penalty: 4047.050049
	Iteration 80F: 3 clusters Score -396902.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -396932.375000 Penalty: 4047.050049
	Iteration 81Q: 3 clusters Score -396932.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -396956.562500 Penalty: 4047.050049
	Iteration 82Q: 3 clusters Score -396956.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -396975.781250 Penalty: 4047.050049
	Iteration 83Q: 3 clusters Score -396975.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -396995.593750 Penalty: 4047.050049
	Iteration 84Q: 3 clusters Score -396995.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -397009.906250 Penalty: 4047.050049
	Iteration 85Q: 3 clusters Score -397009.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -397030.062500 Penalty: 4047.050049
	Iteration 86Q: 3 clusters Score -397030.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -397045.781250 Penalty: 4047.050049
	Iteration 87Q: 3 clusters Score -397045.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -397064.218750 Penalty: 4047.050049
	Iteration 88Q: 3 clusters Score -397064.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -397084.687500 Penalty: 4047.050049
	Iteration 89Q: 3 clusters Score -397084.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -397094.937500 Penalty: 4047.050049
	Iteration 90Q: 3 clusters Score -397094.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -397102.625000 Penalty: 4047.050049
	Iteration 91Q: 3 clusters Score -397102.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -397108.406250 Penalty: 4047.050049
	Iteration 92Q: 3 clusters Score -397108.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -397114.406250 Penalty: 4047.050049
	Iteration 93Q: 3 clusters Score -397114.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -397120.750000 Penalty: 4047.050049
	Iteration 94Q: 3 clusters Score -397120.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -397124.843750 Penalty: 4047.050049
	Iteration 95Q: 3 clusters Score -397124.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -397128.031250 Penalty: 4047.050049
	Iteration 96Q: 3 clusters Score -397128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -397130.531250 Penalty: 4047.050049
	Iteration 97Q: 3 clusters Score -397130.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -397130.500000 Penalty: 4047.050049
	Iteration 98Q: 3 clusters Score -397130.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -397130.500000 Penalty: 4047.050049
	Iteration 99F: 3 clusters Score -397130.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (29072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29072 members 
Entering Unmasked Estep 
Score: -3240701.750000 Penalty: 2548.827637
	Iteration 0F: 2 clusters Score -3240702 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14598 members 
Mstep: Class 2 contains 14474 members 
Entering Unmasked Estep 
Score: -3220749.500000 Penalty: 5097.655273
	Iteration 0F: 3 clusters Score -3220750 nChanged 13168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14970 members 
Mstep: Class 2 contains 14102 members 
Entering Unmasked Estep 
Score: -3227890.500000 Penalty: 5097.655273
	Iteration 1F: 3 clusters Score -3227890 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15103 members 
Mstep: Class 2 contains 13969 members 
Entering Unmasked Estep 
Score: -3228393.000000 Penalty: 5097.655273
	Iteration 2Q: 3 clusters Score -3228393 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15252 members 
Mstep: Class 2 contains 13820 members 
Entering Unmasked Estep 
Score: -3228906.500000 Penalty: 5097.655273
	Iteration 3Q: 3 clusters Score -3228906 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15382 members 
Mstep: Class 2 contains 13690 members 
Entering Unmasked Estep 
Score: -3229482.500000 Penalty: 5097.655273
	Iteration 4Q: 3 clusters Score -3229482 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15519 members 
Mstep: Class 2 contains 13553 members 
Entering Unmasked Estep 
Score: -3230130.500000 Penalty: 5097.655273
	Iteration 5Q: 3 clusters Score -3230130 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15726 members 
Mstep: Class 2 contains 13346 members 
Entering Unmasked Estep 
Score: -3230821.000000 Penalty: 5097.655273
	Iteration 6Q: 3 clusters Score -3230821 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15948 members 
Mstep: Class 2 contains 13124 members 
Entering Unmasked Estep 
Score: -3231502.500000 Penalty: 5097.655273
	Iteration 7Q: 3 clusters Score -3231502 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16177 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
Score: -3232188.000000 Penalty: 5097.655273
	Iteration 8Q: 3 clusters Score -3232188 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16452 members 
Mstep: Class 2 contains 12620 members 
Entering Unmasked Estep 
Score: -3232794.750000 Penalty: 5097.655273
	Iteration 9Q: 3 clusters Score -3232795 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16765 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
Score: -3233376.500000 Penalty: 5097.655273
	Iteration 10Q: 3 clusters Score -3233376 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17110 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -3233957.500000 Penalty: 5097.655273
	Iteration 11Q: 3 clusters Score -3233958 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17430 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -3234458.250000 Penalty: 5097.655273
	Iteration 12Q: 3 clusters Score -3234458 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17722 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -3234850.250000 Penalty: 5097.655273
	Iteration 13Q: 3 clusters Score -3234850 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18015 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -3235198.250000 Penalty: 5097.655273
	Iteration 14Q: 3 clusters Score -3235198 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18276 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -3235395.500000 Penalty: 5097.655273
	Iteration 15Q: 3 clusters Score -3235396 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18529 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
Score: -3235588.500000 Penalty: 5097.655273
	Iteration 16Q: 3 clusters Score -3235588 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18775 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -3235738.500000 Penalty: 5097.655273
	Iteration 17Q: 3 clusters Score -3235738 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18998 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -3235856.750000 Penalty: 5097.655273
	Iteration 18Q: 3 clusters Score -3235857 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19222 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -3235953.500000 Penalty: 5097.655273
	Iteration 19Q: 3 clusters Score -3235954 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19422 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -3236060.750000 Penalty: 5097.655273
	Iteration 20F: 3 clusters Score -3236061 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19609 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -3236131.500000 Penalty: 5097.655273
	Iteration 21Q: 3 clusters Score -3236132 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19794 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -3236197.000000 Penalty: 5097.655273
	Iteration 22Q: 3 clusters Score -3236197 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19975 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -3236244.000000 Penalty: 5097.655273
	Iteration 23Q: 3 clusters Score -3236244 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20143 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -3236306.250000 Penalty: 5097.655273
	Iteration 24Q: 3 clusters Score -3236306 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20303 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -3236352.500000 Penalty: 5097.655273
	Iteration 25Q: 3 clusters Score -3236352 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20465 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -3236390.250000 Penalty: 5097.655273
	Iteration 26Q: 3 clusters Score -3236390 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20631 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -3236422.000000 Penalty: 5097.655273
	Iteration 27Q: 3 clusters Score -3236422 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20808 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -3236473.750000 Penalty: 5097.655273
	Iteration 28Q: 3 clusters Score -3236474 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21007 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -3236525.250000 Penalty: 5097.655273
	Iteration 29Q: 3 clusters Score -3236525 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21180 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -3236556.500000 Penalty: 5097.655273
	Iteration 30Q: 3 clusters Score -3236556 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21367 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -3236614.750000 Penalty: 5097.655273
	Iteration 31Q: 3 clusters Score -3236615 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21541 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -3236665.250000 Penalty: 5097.655273
	Iteration 32Q: 3 clusters Score -3236665 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21698 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -3236689.000000 Penalty: 5097.655273
	Iteration 33Q: 3 clusters Score -3236689 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21849 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -3236734.250000 Penalty: 5097.655273
	Iteration 34Q: 3 clusters Score -3236734 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21992 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -3236754.000000 Penalty: 5097.655273
	Iteration 35Q: 3 clusters Score -3236754 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22144 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -3236796.750000 Penalty: 5097.655273
	Iteration 36Q: 3 clusters Score -3236797 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22312 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -3236831.000000 Penalty: 5097.655273
	Iteration 37Q: 3 clusters Score -3236831 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22460 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -3236864.750000 Penalty: 5097.655273
	Iteration 38Q: 3 clusters Score -3236865 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22624 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -3236919.500000 Penalty: 5097.655273
	Iteration 39Q: 3 clusters Score -3236920 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22784 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -3236964.500000 Penalty: 5097.655273
	Iteration 40F: 3 clusters Score -3236964 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22937 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -3236992.250000 Penalty: 5097.655273
	Iteration 41Q: 3 clusters Score -3236992 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23114 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -3237034.500000 Penalty: 5097.655273
	Iteration 42Q: 3 clusters Score -3237034 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23287 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -3237065.750000 Penalty: 5097.655273
	Iteration 43Q: 3 clusters Score -3237066 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23468 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -3237104.250000 Penalty: 5097.655273
	Iteration 44Q: 3 clusters Score -3237104 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23639 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -3237164.000000 Penalty: 5097.655273
	Iteration 45Q: 3 clusters Score -3237164 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23815 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -3237205.500000 Penalty: 5097.655273
	Iteration 46Q: 3 clusters Score -3237206 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23972 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -3237240.250000 Penalty: 5097.655273
	Iteration 47Q: 3 clusters Score -3237240 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24141 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -3237293.500000 Penalty: 5097.655273
	Iteration 48Q: 3 clusters Score -3237294 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24338 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -3237364.000000 Penalty: 5097.655273
	Iteration 49Q: 3 clusters Score -3237364 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24536 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -3237429.750000 Penalty: 5097.655273
	Iteration 50Q: 3 clusters Score -3237430 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24735 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -3237486.500000 Penalty: 5097.655273
	Iteration 51Q: 3 clusters Score -3237486 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24951 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -3237566.250000 Penalty: 5097.655273
	Iteration 52Q: 3 clusters Score -3237566 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25186 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -3237653.250000 Penalty: 5097.655273
	Iteration 53Q: 3 clusters Score -3237653 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25406 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -3237749.500000 Penalty: 5097.655273
	Iteration 54Q: 3 clusters Score -3237750 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25637 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -3237850.500000 Penalty: 5097.655273
	Iteration 55Q: 3 clusters Score -3237850 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25855 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -3237949.250000 Penalty: 5097.655273
	Iteration 56Q: 3 clusters Score -3237949 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26066 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -3238029.250000 Penalty: 5097.655273
	Iteration 57Q: 3 clusters Score -3238029 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26264 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -3238112.000000 Penalty: 5097.655273
	Iteration 58Q: 3 clusters Score -3238112 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26446 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -3238184.000000 Penalty: 5097.655273
	Iteration 59Q: 3 clusters Score -3238184 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26630 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -3238268.750000 Penalty: 5097.655273
	Iteration 60F: 3 clusters Score -3238269 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26784 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -3238319.000000 Penalty: 5097.655273
	Iteration 61Q: 3 clusters Score -3238319 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26907 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -3238376.000000 Penalty: 5097.655273
	Iteration 62Q: 3 clusters Score -3238376 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27046 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -3238425.250000 Penalty: 5097.655273
	Iteration 63Q: 3 clusters Score -3238425 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27148 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -3238452.750000 Penalty: 5097.655273
	Iteration 64Q: 3 clusters Score -3238453 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27238 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -3238486.250000 Penalty: 5097.655273
	Iteration 65Q: 3 clusters Score -3238486 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27320 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -3238512.500000 Penalty: 5097.655273
	Iteration 66Q: 3 clusters Score -3238512 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27402 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -3238548.500000 Penalty: 5097.655273
	Iteration 67Q: 3 clusters Score -3238548 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27483 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -3238578.000000 Penalty: 5097.655273
	Iteration 68Q: 3 clusters Score -3238578 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27557 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -3238606.250000 Penalty: 5097.655273
	Iteration 69Q: 3 clusters Score -3238606 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27618 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -3238633.250000 Penalty: 5097.655273
	Iteration 70Q: 3 clusters Score -3238633 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27665 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -3238651.250000 Penalty: 5097.655273
	Iteration 71Q: 3 clusters Score -3238651 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27720 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -3238673.750000 Penalty: 5097.655273
	Iteration 72Q: 3 clusters Score -3238674 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27770 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -3238684.250000 Penalty: 5097.655273
	Iteration 73Q: 3 clusters Score -3238684 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27807 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -3238701.000000 Penalty: 5097.655273
	Iteration 74Q: 3 clusters Score -3238701 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27841 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -3238721.500000 Penalty: 5097.655273
	Iteration 75Q: 3 clusters Score -3238722 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27869 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -3238722.250000 Penalty: 5097.655273
	Iteration 76Q: 3 clusters Score -3238722 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27895 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -3238731.500000 Penalty: 5097.655273
	Iteration 77Q: 3 clusters Score -3238732 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27916 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -3238745.000000 Penalty: 5097.655273
	Iteration 78Q: 3 clusters Score -3238745 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27935 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -3238745.000000 Penalty: 5097.655273
	Iteration 79Q: 3 clusters Score -3238745 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27957 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -3238758.000000 Penalty: 5097.655273
	Iteration 80F: 3 clusters Score -3238758 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27969 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -3238758.750000 Penalty: 5097.655273
	Iteration 81Q: 3 clusters Score -3238759 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27983 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -3238764.750000 Penalty: 5097.655273
	Iteration 82Q: 3 clusters Score -3238765 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28001 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -3238768.250000 Penalty: 5097.655273
	Iteration 83Q: 3 clusters Score -3238768 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28020 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -3238773.250000 Penalty: 5097.655273
	Iteration 84Q: 3 clusters Score -3238773 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28041 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -3238783.250000 Penalty: 5097.655273
	Iteration 85Q: 3 clusters Score -3238783 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28058 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -3238780.500000 Penalty: 5097.655273
	Iteration 86Q: 3 clusters Score -3238780 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28077 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -3238795.750000 Penalty: 5097.655273
	Iteration 87Q: 3 clusters Score -3238796 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28107 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -3238805.500000 Penalty: 5097.655273
	Iteration 88Q: 3 clusters Score -3238806 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28127 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -3238819.750000 Penalty: 5097.655273
	Iteration 89Q: 3 clusters Score -3238820 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28147 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -3238821.250000 Penalty: 5097.655273
	Iteration 90Q: 3 clusters Score -3238821 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28165 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -3238830.000000 Penalty: 5097.655273
	Iteration 91Q: 3 clusters Score -3238830 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28189 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -3238845.000000 Penalty: 5097.655273
	Iteration 92Q: 3 clusters Score -3238845 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28212 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -3238860.250000 Penalty: 5097.655273
	Iteration 93Q: 3 clusters Score -3238860 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28231 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -3238870.500000 Penalty: 5097.655273
	Iteration 94Q: 3 clusters Score -3238870 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28247 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -3238879.250000 Penalty: 5097.655273
	Iteration 95Q: 3 clusters Score -3238879 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28258 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -3238883.500000 Penalty: 5097.655273
	Iteration 96Q: 3 clusters Score -3238884 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28272 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -3238890.750000 Penalty: 5097.655273
	Iteration 97Q: 3 clusters Score -3238891 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28273 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -3238894.000000 Penalty: 5097.655273
	Iteration 98Q: 3 clusters Score -3238894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28277 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -3238897.000000 Penalty: 5097.655273
	Iteration 99Q: 3 clusters Score -3238897 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28280 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -3238900.000000 Penalty: 5097.655273
	Iteration 100F: 3 clusters Score -3238900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28283 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -3238898.750000 Penalty: 5097.655273
	Iteration 101Q: 3 clusters Score -3238899 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28287 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -3238899.750000 Penalty: 5097.655273
	Iteration 102Q: 3 clusters Score -3238900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28289 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -3238897.500000 Penalty: 5097.655273
	Iteration 103Q: 3 clusters Score -3238898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28289 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -3238899.000000 Penalty: 5097.655273
	Iteration 104Q: 3 clusters Score -3238899 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28289 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -3238899.000000 Penalty: 5097.655273
	Iteration 105F: 3 clusters Score -3238899 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (30424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30424 members 
Entering Unmasked Estep 
Score: -3274149.750000 Penalty: 2560.100586
	Iteration 0F: 2 clusters Score -3274150 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15259 members 
Mstep: Class 2 contains 15165 members 
Entering Unmasked Estep 
Score: -3253179.250000 Penalty: 5120.201172
	Iteration 0F: 3 clusters Score -3253179 nChanged 13797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15652 members 
Mstep: Class 2 contains 14772 members 
Entering Unmasked Estep 
Score: -3260916.000000 Penalty: 5120.201172
	Iteration 1F: 3 clusters Score -3260916 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15844 members 
Mstep: Class 2 contains 14580 members 
Entering Unmasked Estep 
Score: -3261655.250000 Penalty: 5120.201172
	Iteration 2F: 3 clusters Score -3261655 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16099 members 
Mstep: Class 2 contains 14325 members 
Entering Unmasked Estep 
Score: -3262353.500000 Penalty: 5120.201172
	Iteration 3F: 3 clusters Score -3262354 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16490 members 
Mstep: Class 2 contains 13934 members 
Entering Unmasked Estep 
Score: -3263030.000000 Penalty: 5120.201172
	Iteration 4F: 3 clusters Score -3263030 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17052 members 
Mstep: Class 2 contains 13372 members 
Entering Unmasked Estep 
Score: -3263720.000000 Penalty: 5120.201172
	Iteration 5F: 3 clusters Score -3263720 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17783 members 
Mstep: Class 2 contains 12641 members 
Entering Unmasked Estep 
Score: -3264395.000000 Penalty: 5120.201172
	Iteration 6Q: 3 clusters Score -3264395 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18664 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -3265098.500000 Penalty: 5120.201172
	Iteration 7Q: 3 clusters Score -3265098 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19739 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -3265833.750000 Penalty: 5120.201172
	Iteration 8Q: 3 clusters Score -3265834 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20868 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -3266628.500000 Penalty: 5120.201172
	Iteration 9Q: 3 clusters Score -3266628 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22089 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -3267420.500000 Penalty: 5120.201172
	Iteration 10Q: 3 clusters Score -3267420 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23304 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -3268246.250000 Penalty: 5120.201172
	Iteration 11Q: 3 clusters Score -3268246 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24451 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -3269014.000000 Penalty: 5120.201172
	Iteration 12Q: 3 clusters Score -3269014 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25498 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -3269787.000000 Penalty: 5120.201172
	Iteration 13Q: 3 clusters Score -3269787 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26383 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -3270450.750000 Penalty: 5120.201172
	Iteration 14Q: 3 clusters Score -3270451 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27110 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -3271022.000000 Penalty: 5120.201172
	Iteration 15Q: 3 clusters Score -3271022 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27670 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -3271442.000000 Penalty: 5120.201172
	Iteration 16Q: 3 clusters Score -3271442 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28080 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -3271741.750000 Penalty: 5120.201172
	Iteration 17Q: 3 clusters Score -3271742 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28407 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -3271985.250000 Penalty: 5120.201172
	Iteration 18Q: 3 clusters Score -3271985 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28663 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -3272163.500000 Penalty: 5120.201172
	Iteration 19Q: 3 clusters Score -3272164 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28855 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -3272306.500000 Penalty: 5120.201172
	Iteration 20F: 3 clusters Score -3272306 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28998 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -3272403.750000 Penalty: 5120.201172
	Iteration 21Q: 3 clusters Score -3272404 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29109 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -3272495.250000 Penalty: 5120.201172
	Iteration 22Q: 3 clusters Score -3272495 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29198 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -3272560.750000 Penalty: 5120.201172
	Iteration 23Q: 3 clusters Score -3272561 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29257 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -3272588.500000 Penalty: 5120.201172
	Iteration 24Q: 3 clusters Score -3272588 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29310 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -3272618.750000 Penalty: 5120.201172
	Iteration 25Q: 3 clusters Score -3272619 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29359 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -3272649.250000 Penalty: 5120.201172
	Iteration 26Q: 3 clusters Score -3272649 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29399 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -3272679.000000 Penalty: 5120.201172
	Iteration 27Q: 3 clusters Score -3272679 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29443 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -3272703.000000 Penalty: 5120.201172
	Iteration 28Q: 3 clusters Score -3272703 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29484 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -3272732.250000 Penalty: 5120.201172
	Iteration 29Q: 3 clusters Score -3272732 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29511 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -3272749.500000 Penalty: 5120.201172
	Iteration 30Q: 3 clusters Score -3272750 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29532 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -3272776.500000 Penalty: 5120.201172
	Iteration 31Q: 3 clusters Score -3272776 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29553 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -3272804.500000 Penalty: 5120.201172
	Iteration 32Q: 3 clusters Score -3272804 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29571 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -3272829.750000 Penalty: 5120.201172
	Iteration 33Q: 3 clusters Score -3272830 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29586 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -3272875.000000 Penalty: 5120.201172
	Iteration 34Q: 3 clusters Score -3272875 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29610 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -3272915.500000 Penalty: 5120.201172
	Iteration 35Q: 3 clusters Score -3272916 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29631 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -3272953.250000 Penalty: 5120.201172
	Iteration 36Q: 3 clusters Score -3272953 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29650 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -3272988.000000 Penalty: 5120.201172
	Iteration 37Q: 3 clusters Score -3272988 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29672 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -3273016.000000 Penalty: 5120.201172
	Iteration 38Q: 3 clusters Score -3273016 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29690 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -3273044.250000 Penalty: 5120.201172
	Iteration 39Q: 3 clusters Score -3273044 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29704 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -3273065.000000 Penalty: 5120.201172
	Iteration 40F: 3 clusters Score -3273065 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29712 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -3273080.750000 Penalty: 5120.201172
	Iteration 41Q: 3 clusters Score -3273081 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29719 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -3273088.000000 Penalty: 5120.201172
	Iteration 42Q: 3 clusters Score -3273088 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29721 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -3273090.000000 Penalty: 5120.201172
	Iteration 43Q: 3 clusters Score -3273090 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29726 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -3273101.500000 Penalty: 5120.201172
	Iteration 44Q: 3 clusters Score -3273102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29727 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -3273096.000000 Penalty: 5120.201172
	Iteration 45Q: 3 clusters Score -3273096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29726 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -3273101.250000 Penalty: 5120.201172
	Iteration 46Q: 3 clusters Score -3273101 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29726 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -3273101.250000 Penalty: 5120.201172
	Iteration 47F: 3 clusters Score -3273101 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (25469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25469 members 
Entering Unmasked Estep 
Score: -2966002.500000 Penalty: 2516.013916
	Iteration 0F: 2 clusters Score -2966002 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 12717 members 
Entering Unmasked Estep 
Score: -2948325.250000 Penalty: 5032.027832
	Iteration 0F: 3 clusters Score -2948325 nChanged 11438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12844 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -2954500.500000 Penalty: 5032.027832
	Iteration 1F: 3 clusters Score -2954500 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 12542 members 
Entering Unmasked Estep 
Score: -2954919.000000 Penalty: 5032.027832
	Iteration 2Q: 3 clusters Score -2954919 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13015 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -2955218.750000 Penalty: 5032.027832
	Iteration 3Q: 3 clusters Score -2955219 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13099 members 
Mstep: Class 2 contains 12370 members 
Entering Unmasked Estep 
Score: -2955443.000000 Penalty: 5032.027832
	Iteration 4Q: 3 clusters Score -2955443 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13207 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -2955630.000000 Penalty: 5032.027832
	Iteration 5Q: 3 clusters Score -2955630 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13392 members 
Mstep: Class 2 contains 12077 members 
Entering Unmasked Estep 
Score: -2955794.500000 Penalty: 5032.027832
	Iteration 6Q: 3 clusters Score -2955794 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13671 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -2955957.500000 Penalty: 5032.027832
	Iteration 7Q: 3 clusters Score -2955958 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14008 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -2956128.250000 Penalty: 5032.027832
	Iteration 8Q: 3 clusters Score -2956128 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14462 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -2956317.000000 Penalty: 5032.027832
	Iteration 9Q: 3 clusters Score -2956317 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14992 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -2956527.500000 Penalty: 5032.027832
	Iteration 10Q: 3 clusters Score -2956528 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15667 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -2956873.250000 Penalty: 5032.027832
	Iteration 11Q: 3 clusters Score -2956873 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16554 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -2957388.500000 Penalty: 5032.027832
	Iteration 12Q: 3 clusters Score -2957388 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17642 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -2958048.500000 Penalty: 5032.027832
	Iteration 13Q: 3 clusters Score -2958048 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18919 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -2958926.000000 Penalty: 5032.027832
	Iteration 14F: 3 clusters Score -2958926 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20294 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -2959943.000000 Penalty: 5032.027832
	Iteration 15F: 3 clusters Score -2959943 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21619 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -2960999.500000 Penalty: 5032.027832
	Iteration 16F: 3 clusters Score -2961000 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22718 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -2961856.250000 Penalty: 5032.027832
	Iteration 17Q: 3 clusters Score -2961856 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23515 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -2962477.500000 Penalty: 5032.027832
	Iteration 18Q: 3 clusters Score -2962478 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24089 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -2962936.250000 Penalty: 5032.027832
	Iteration 19Q: 3 clusters Score -2962936 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24474 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -2963230.250000 Penalty: 5032.027832
	Iteration 20F: 3 clusters Score -2963230 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24709 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -2963429.000000 Penalty: 5032.027832
	Iteration 21Q: 3 clusters Score -2963429 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24834 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -2963558.500000 Penalty: 5032.027832
	Iteration 22Q: 3 clusters Score -2963558 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24912 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -2963638.250000 Penalty: 5032.027832
	Iteration 23Q: 3 clusters Score -2963638 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24971 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -2963703.000000 Penalty: 5032.027832
	Iteration 24Q: 3 clusters Score -2963703 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25006 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -2963752.250000 Penalty: 5032.027832
	Iteration 25Q: 3 clusters Score -2963752 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25034 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -2963786.500000 Penalty: 5032.027832
	Iteration 26Q: 3 clusters Score -2963786 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25055 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -2963803.000000 Penalty: 5032.027832
	Iteration 27Q: 3 clusters Score -2963803 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25064 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -2963816.250000 Penalty: 5032.027832
	Iteration 28Q: 3 clusters Score -2963816 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25066 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -2963823.250000 Penalty: 5032.027832
	Iteration 29Q: 3 clusters Score -2963823 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25071 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -2963827.750000 Penalty: 5032.027832
	Iteration 30Q: 3 clusters Score -2963828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25072 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -2963827.750000 Penalty: 5032.027832
	Iteration 31Q: 3 clusters Score -2963828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25073 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -2963827.250000 Penalty: 5032.027832
	Iteration 32Q: 3 clusters Score -2963827 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25074 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -2963827.750000 Penalty: 5032.027832
	Iteration 33Q: 3 clusters Score -2963828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25075 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -2963827.750000 Penalty: 5032.027832
	Iteration 34Q: 3 clusters Score -2963828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25077 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -2963827.500000 Penalty: 5032.027832
	Iteration 35Q: 3 clusters Score -2963828 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25077 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -2963827.500000 Penalty: 5032.027832
	Iteration 36F: 3 clusters Score -2963828 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (10154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Entering Unmasked Estep 
Score: -1164920.875000 Penalty: 2287.954590
	Iteration 0F: 2 clusters Score -1164921 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -1157218.000000 Penalty: 4575.909180
	Iteration 0F: 3 clusters Score -1157218 nChanged 4185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -1159459.625000 Penalty: 4575.909180
	Iteration 1F: 3 clusters Score -1159460 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -1159753.000000 Penalty: 4575.909180
	Iteration 2F: 3 clusters Score -1159753 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -1160023.000000 Penalty: 4575.909180
	Iteration 3F: 3 clusters Score -1160023 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -1160274.875000 Penalty: 4575.909180
	Iteration 4Q: 3 clusters Score -1160275 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -1160557.000000 Penalty: 4575.909180
	Iteration 5Q: 3 clusters Score -1160557 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -1160889.750000 Penalty: 4575.909180
	Iteration 6Q: 3 clusters Score -1160890 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -1161302.625000 Penalty: 4575.909180
	Iteration 7F: 3 clusters Score -1161303 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -1161699.375000 Penalty: 4575.909180
	Iteration 8F: 3 clusters Score -1161699 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -1162096.125000 Penalty: 4575.909180
	Iteration 9F: 3 clusters Score -1162096 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -1162394.250000 Penalty: 4575.909180
	Iteration 10Q: 3 clusters Score -1162394 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -1162670.750000 Penalty: 4575.909180
	Iteration 11Q: 3 clusters Score -1162671 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -1162880.500000 Penalty: 4575.909180
	Iteration 12Q: 3 clusters Score -1162880 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -1163031.125000 Penalty: 4575.909180
	Iteration 13Q: 3 clusters Score -1163031 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -1163126.375000 Penalty: 4575.909180
	Iteration 14Q: 3 clusters Score -1163126 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -1163188.000000 Penalty: 4575.909180
	Iteration 15Q: 3 clusters Score -1163188 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -1163242.125000 Penalty: 4575.909180
	Iteration 16Q: 3 clusters Score -1163242 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -1163287.375000 Penalty: 4575.909180
	Iteration 17Q: 3 clusters Score -1163287 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -1163315.250000 Penalty: 4575.909180
	Iteration 18Q: 3 clusters Score -1163315 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -1163341.000000 Penalty: 4575.909180
	Iteration 19Q: 3 clusters Score -1163341 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -1163363.250000 Penalty: 4575.909180
	Iteration 20F: 3 clusters Score -1163363 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -1163375.375000 Penalty: 4575.909180
	Iteration 21Q: 3 clusters Score -1163375 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -1163385.250000 Penalty: 4575.909180
	Iteration 22Q: 3 clusters Score -1163385 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -1163390.375000 Penalty: 4575.909180
	Iteration 23Q: 3 clusters Score -1163390 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -1163395.625000 Penalty: 4575.909180
	Iteration 24Q: 3 clusters Score -1163396 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -1163397.125000 Penalty: 4575.909180
	Iteration 25Q: 3 clusters Score -1163397 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -1163401.625000 Penalty: 4575.909180
	Iteration 26Q: 3 clusters Score -1163402 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -1163408.375000 Penalty: 4575.909180
	Iteration 27Q: 3 clusters Score -1163408 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -1163411.250000 Penalty: 4575.909180
	Iteration 28Q: 3 clusters Score -1163411 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -1163417.375000 Penalty: 4575.909180
	Iteration 29Q: 3 clusters Score -1163417 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -1163419.250000 Penalty: 4575.909180
	Iteration 30Q: 3 clusters Score -1163419 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -1163421.625000 Penalty: 4575.909180
	Iteration 31Q: 3 clusters Score -1163422 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -1163426.000000 Penalty: 4575.909180
	Iteration 32Q: 3 clusters Score -1163426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -1163431.125000 Penalty: 4575.909180
	Iteration 33Q: 3 clusters Score -1163431 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -1163434.000000 Penalty: 4575.909180
	Iteration 34Q: 3 clusters Score -1163434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -1163434.375000 Penalty: 4575.909180
	Iteration 35Q: 3 clusters Score -1163434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -1163435.625000 Penalty: 4575.909180
	Iteration 36Q: 3 clusters Score -1163436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -1163435.875000 Penalty: 4575.909180
	Iteration 37Q: 3 clusters Score -1163436 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -1163435.875000 Penalty: 4575.909180
	Iteration 38F: 3 clusters Score -1163436 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (11188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Entering Unmasked Estep 
Score: -1263175.250000 Penalty: 2312.004150
	Iteration 0F: 2 clusters Score -1263175 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -1254721.500000 Penalty: 4624.008301
	Iteration 0F: 3 clusters Score -1254722 nChanged 4802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -1257337.500000 Penalty: 4624.008301
	Iteration 1F: 3 clusters Score -1257338 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -1257655.875000 Penalty: 4624.008301
	Iteration 2F: 3 clusters Score -1257656 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -1257913.375000 Penalty: 4624.008301
	Iteration 3Q: 3 clusters Score -1257913 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -1258143.125000 Penalty: 4624.008301
	Iteration 4Q: 3 clusters Score -1258143 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1258342.000000 Penalty: 4624.008301
	Iteration 5Q: 3 clusters Score -1258342 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -1258561.000000 Penalty: 4624.008301
	Iteration 6Q: 3 clusters Score -1258561 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -1258792.500000 Penalty: 4624.008301
	Iteration 7Q: 3 clusters Score -1258792 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -1259043.375000 Penalty: 4624.008301
	Iteration 8Q: 3 clusters Score -1259043 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1259318.250000 Penalty: 4624.008301
	Iteration 9Q: 3 clusters Score -1259318 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -1259582.625000 Penalty: 4624.008301
	Iteration 10Q: 3 clusters Score -1259583 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -1259804.625000 Penalty: 4624.008301
	Iteration 11Q: 3 clusters Score -1259805 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -1260010.750000 Penalty: 4624.008301
	Iteration 12Q: 3 clusters Score -1260011 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -1260180.375000 Penalty: 4624.008301
	Iteration 13Q: 3 clusters Score -1260180 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -1260296.750000 Penalty: 4624.008301
	Iteration 14Q: 3 clusters Score -1260297 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -1260413.500000 Penalty: 4624.008301
	Iteration 15Q: 3 clusters Score -1260414 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -1260511.500000 Penalty: 4624.008301
	Iteration 16Q: 3 clusters Score -1260512 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -1260590.125000 Penalty: 4624.008301
	Iteration 17Q: 3 clusters Score -1260590 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -1260671.125000 Penalty: 4624.008301
	Iteration 18Q: 3 clusters Score -1260671 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -1260743.000000 Penalty: 4624.008301
	Iteration 19Q: 3 clusters Score -1260743 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -1260816.000000 Penalty: 4624.008301
	Iteration 20F: 3 clusters Score -1260816 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -1260880.125000 Penalty: 4624.008301
	Iteration 21Q: 3 clusters Score -1260880 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -1260940.125000 Penalty: 4624.008301
	Iteration 22Q: 3 clusters Score -1260940 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -1260994.625000 Penalty: 4624.008301
	Iteration 23Q: 3 clusters Score -1260995 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -1261038.125000 Penalty: 4624.008301
	Iteration 24Q: 3 clusters Score -1261038 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -1261076.375000 Penalty: 4624.008301
	Iteration 25Q: 3 clusters Score -1261076 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -1261099.250000 Penalty: 4624.008301
	Iteration 26Q: 3 clusters Score -1261099 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -1261120.500000 Penalty: 4624.008301
	Iteration 27Q: 3 clusters Score -1261120 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -1261142.875000 Penalty: 4624.008301
	Iteration 28Q: 3 clusters Score -1261143 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -1261169.875000 Penalty: 4624.008301
	Iteration 29Q: 3 clusters Score -1261170 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -1261200.875000 Penalty: 4624.008301
	Iteration 30Q: 3 clusters Score -1261201 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -1261232.125000 Penalty: 4624.008301
	Iteration 31Q: 3 clusters Score -1261232 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -1261265.250000 Penalty: 4624.008301
	Iteration 32Q: 3 clusters Score -1261265 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -1261299.750000 Penalty: 4624.008301
	Iteration 33Q: 3 clusters Score -1261300 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -1261332.750000 Penalty: 4624.008301
	Iteration 34Q: 3 clusters Score -1261333 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -1261361.250000 Penalty: 4624.008301
	Iteration 35Q: 3 clusters Score -1261361 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -1261394.375000 Penalty: 4624.008301
	Iteration 36Q: 3 clusters Score -1261394 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -1261438.125000 Penalty: 4624.008301
	Iteration 37Q: 3 clusters Score -1261438 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -1261480.875000 Penalty: 4624.008301
	Iteration 38Q: 3 clusters Score -1261481 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -1261521.500000 Penalty: 4624.008301
	Iteration 39Q: 3 clusters Score -1261522 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -1261570.250000 Penalty: 4624.008301
	Iteration 40F: 3 clusters Score -1261570 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -1261619.625000 Penalty: 4624.008301
	Iteration 41Q: 3 clusters Score -1261620 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -1261673.625000 Penalty: 4624.008301
	Iteration 42Q: 3 clusters Score -1261674 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -1261724.125000 Penalty: 4624.008301
	Iteration 43Q: 3 clusters Score -1261724 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -1261780.625000 Penalty: 4624.008301
	Iteration 44Q: 3 clusters Score -1261781 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -1261845.875000 Penalty: 4624.008301
	Iteration 45Q: 3 clusters Score -1261846 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -1261903.125000 Penalty: 4624.008301
	Iteration 46Q: 3 clusters Score -1261903 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -1261961.250000 Penalty: 4624.008301
	Iteration 47Q: 3 clusters Score -1261961 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -1262028.625000 Penalty: 4624.008301
	Iteration 48Q: 3 clusters Score -1262029 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -1262081.625000 Penalty: 4624.008301
	Iteration 49Q: 3 clusters Score -1262082 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -1262125.500000 Penalty: 4624.008301
	Iteration 50Q: 3 clusters Score -1262126 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -1262160.875000 Penalty: 4624.008301
	Iteration 51Q: 3 clusters Score -1262161 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -1262186.500000 Penalty: 4624.008301
	Iteration 52Q: 3 clusters Score -1262186 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -1262198.625000 Penalty: 4624.008301
	Iteration 53Q: 3 clusters Score -1262199 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -1262211.375000 Penalty: 4624.008301
	Iteration 54Q: 3 clusters Score -1262211 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -1262216.250000 Penalty: 4624.008301
	Iteration 55Q: 3 clusters Score -1262216 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -1262221.125000 Penalty: 4624.008301
	Iteration 56Q: 3 clusters Score -1262221 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -1262224.875000 Penalty: 4624.008301
	Iteration 57Q: 3 clusters Score -1262225 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -1262226.500000 Penalty: 4624.008301
	Iteration 58Q: 3 clusters Score -1262226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -1262229.375000 Penalty: 4624.008301
	Iteration 59Q: 3 clusters Score -1262229 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -1262230.375000 Penalty: 4624.008301
	Iteration 60F: 3 clusters Score -1262230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -1262230.625000 Penalty: 4624.008301
	Iteration 61Q: 3 clusters Score -1262231 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -1262233.125000 Penalty: 4624.008301
	Iteration 62Q: 3 clusters Score -1262233 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -1262234.125000 Penalty: 4624.008301
	Iteration 63Q: 3 clusters Score -1262234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -1262235.375000 Penalty: 4624.008301
	Iteration 64Q: 3 clusters Score -1262235 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -1262235.625000 Penalty: 4624.008301
	Iteration 65Q: 3 clusters Score -1262236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -1262235.750000 Penalty: 4624.008301
	Iteration 66Q: 3 clusters Score -1262236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -1262235.375000 Penalty: 4624.008301
	Iteration 67Q: 3 clusters Score -1262235 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -1262235.375000 Penalty: 4624.008301
	Iteration 68F: 3 clusters Score -1262235 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (20662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20662 members 
Entering Unmasked Estep 
Score: -2371362.750000 Penalty: 2464.140625
	Iteration 0F: 2 clusters Score -2371363 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -2356865.250000 Penalty: 4928.281250
	Iteration 0F: 3 clusters Score -2356865 nChanged 9110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -2361867.250000 Penalty: 4928.281250
	Iteration 1F: 3 clusters Score -2361867 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -2362226.250000 Penalty: 4928.281250
	Iteration 2F: 3 clusters Score -2362226 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10875 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -2362554.000000 Penalty: 4928.281250
	Iteration 3Q: 3 clusters Score -2362554 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -2362941.000000 Penalty: 4928.281250
	Iteration 4Q: 3 clusters Score -2362941 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -2363460.500000 Penalty: 4928.281250
	Iteration 5Q: 3 clusters Score -2363460 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -2364032.750000 Penalty: 4928.281250
	Iteration 6Q: 3 clusters Score -2364033 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -2364490.750000 Penalty: 4928.281250
	Iteration 7Q: 3 clusters Score -2364491 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -2364896.250000 Penalty: 4928.281250
	Iteration 8Q: 3 clusters Score -2364896 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -2365255.750000 Penalty: 4928.281250
	Iteration 9Q: 3 clusters Score -2365256 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -2365601.750000 Penalty: 4928.281250
	Iteration 10Q: 3 clusters Score -2365602 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -2365902.500000 Penalty: 4928.281250
	Iteration 11Q: 3 clusters Score -2365902 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -2366161.500000 Penalty: 4928.281250
	Iteration 12Q: 3 clusters Score -2366162 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -2366357.750000 Penalty: 4928.281250
	Iteration 13Q: 3 clusters Score -2366358 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -2366527.000000 Penalty: 4928.281250
	Iteration 14Q: 3 clusters Score -2366527 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -2366680.000000 Penalty: 4928.281250
	Iteration 15Q: 3 clusters Score -2366680 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -2366843.250000 Penalty: 4928.281250
	Iteration 16Q: 3 clusters Score -2366843 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -2367014.500000 Penalty: 4928.281250
	Iteration 17Q: 3 clusters Score -2367014 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -2367167.000000 Penalty: 4928.281250
	Iteration 18Q: 3 clusters Score -2367167 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -2367281.250000 Penalty: 4928.281250
	Iteration 19Q: 3 clusters Score -2367281 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -2367391.500000 Penalty: 4928.281250
	Iteration 20F: 3 clusters Score -2367392 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
Score: -2367499.500000 Penalty: 4928.281250
	Iteration 21Q: 3 clusters Score -2367500 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -2367577.000000 Penalty: 4928.281250
	Iteration 22Q: 3 clusters Score -2367577 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 11927 members 
Entering Unmasked Estep 
Score: -2367668.000000 Penalty: 4928.281250
	Iteration 23Q: 3 clusters Score -2367668 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 12142 members 
Entering Unmasked Estep 
Score: -2367769.000000 Penalty: 4928.281250
	Iteration 24Q: 3 clusters Score -2367769 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 12348 members 
Entering Unmasked Estep 
Score: -2367853.000000 Penalty: 4928.281250
	Iteration 25Q: 3 clusters Score -2367853 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -2367941.750000 Penalty: 4928.281250
	Iteration 26Q: 3 clusters Score -2367942 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 12801 members 
Entering Unmasked Estep 
Score: -2368028.750000 Penalty: 4928.281250
	Iteration 27Q: 3 clusters Score -2368029 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 13004 members 
Entering Unmasked Estep 
Score: -2368103.000000 Penalty: 4928.281250
	Iteration 28Q: 3 clusters Score -2368103 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 13224 members 
Entering Unmasked Estep 
Score: -2368173.750000 Penalty: 4928.281250
	Iteration 29Q: 3 clusters Score -2368174 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 13449 members 
Entering Unmasked Estep 
Score: -2368240.500000 Penalty: 4928.281250
	Iteration 30Q: 3 clusters Score -2368240 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 13666 members 
Entering Unmasked Estep 
Score: -2368309.500000 Penalty: 4928.281250
	Iteration 31Q: 3 clusters Score -2368310 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 13908 members 
Entering Unmasked Estep 
Score: -2368397.250000 Penalty: 4928.281250
	Iteration 32Q: 3 clusters Score -2368397 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 14143 members 
Entering Unmasked Estep 
Score: -2368475.250000 Penalty: 4928.281250
	Iteration 33Q: 3 clusters Score -2368475 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 14401 members 
Entering Unmasked Estep 
Score: -2368535.000000 Penalty: 4928.281250
	Iteration 34Q: 3 clusters Score -2368535 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 14627 members 
Entering Unmasked Estep 
Score: -2368607.500000 Penalty: 4928.281250
	Iteration 35Q: 3 clusters Score -2368608 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 14874 members 
Entering Unmasked Estep 
Score: -2368691.750000 Penalty: 4928.281250
	Iteration 36Q: 3 clusters Score -2368692 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 15111 members 
Entering Unmasked Estep 
Score: -2368780.250000 Penalty: 4928.281250
	Iteration 37Q: 3 clusters Score -2368780 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 15369 members 
Entering Unmasked Estep 
Score: -2368879.750000 Penalty: 4928.281250
	Iteration 38Q: 3 clusters Score -2368880 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 15641 members 
Entering Unmasked Estep 
Score: -2369007.750000 Penalty: 4928.281250
	Iteration 39Q: 3 clusters Score -2369008 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 15899 members 
Entering Unmasked Estep 
Score: -2369138.250000 Penalty: 4928.281250
	Iteration 40F: 3 clusters Score -2369138 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 16158 members 
Entering Unmasked Estep 
Score: -2369263.500000 Penalty: 4928.281250
	Iteration 41Q: 3 clusters Score -2369264 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 16426 members 
Entering Unmasked Estep 
Score: -2369402.000000 Penalty: 4928.281250
	Iteration 42Q: 3 clusters Score -2369402 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 16650 members 
Entering Unmasked Estep 
Score: -2369479.750000 Penalty: 4928.281250
	Iteration 43Q: 3 clusters Score -2369480 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 16829 members 
Entering Unmasked Estep 
Score: -2369562.000000 Penalty: 4928.281250
	Iteration 44Q: 3 clusters Score -2369562 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 16997 members 
Entering Unmasked Estep 
Score: -2369622.500000 Penalty: 4928.281250
	Iteration 45Q: 3 clusters Score -2369622 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 17129 members 
Entering Unmasked Estep 
Score: -2369661.250000 Penalty: 4928.281250
	Iteration 46Q: 3 clusters Score -2369661 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 17258 members 
Entering Unmasked Estep 
Score: -2369693.500000 Penalty: 4928.281250
	Iteration 47Q: 3 clusters Score -2369694 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 17379 members 
Entering Unmasked Estep 
Score: -2369744.000000 Penalty: 4928.281250
	Iteration 48Q: 3 clusters Score -2369744 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 17487 members 
Entering Unmasked Estep 
Score: -2369781.750000 Penalty: 4928.281250
	Iteration 49Q: 3 clusters Score -2369782 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 17603 members 
Entering Unmasked Estep 
Score: -2369832.500000 Penalty: 4928.281250
	Iteration 50Q: 3 clusters Score -2369832 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 17716 members 
Entering Unmasked Estep 
Score: -2369875.000000 Penalty: 4928.281250
	Iteration 51Q: 3 clusters Score -2369875 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 17809 members 
Entering Unmasked Estep 
Score: -2369908.500000 Penalty: 4928.281250
	Iteration 52Q: 3 clusters Score -2369908 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 17895 members 
Entering Unmasked Estep 
Score: -2369946.000000 Penalty: 4928.281250
	Iteration 53Q: 3 clusters Score -2369946 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 17982 members 
Entering Unmasked Estep 
Score: -2369975.250000 Penalty: 4928.281250
	Iteration 54Q: 3 clusters Score -2369975 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 18071 members 
Entering Unmasked Estep 
Score: -2370017.500000 Penalty: 4928.281250
	Iteration 55Q: 3 clusters Score -2370018 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 18144 members 
Entering Unmasked Estep 
Score: -2370030.250000 Penalty: 4928.281250
	Iteration 56Q: 3 clusters Score -2370030 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 18206 members 
Entering Unmasked Estep 
Score: -2370060.500000 Penalty: 4928.281250
	Iteration 57Q: 3 clusters Score -2370060 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 18270 members 
Entering Unmasked Estep 
Score: -2370081.250000 Penalty: 4928.281250
	Iteration 58Q: 3 clusters Score -2370081 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 18340 members 
Entering Unmasked Estep 
Score: -2370119.500000 Penalty: 4928.281250
	Iteration 59Q: 3 clusters Score -2370120 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 18405 members 
Entering Unmasked Estep 
Score: -2370140.000000 Penalty: 4928.281250
	Iteration 60F: 3 clusters Score -2370140 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 18465 members 
Entering Unmasked Estep 
Score: -2370172.250000 Penalty: 4928.281250
	Iteration 61Q: 3 clusters Score -2370172 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 18529 members 
Entering Unmasked Estep 
Score: -2370195.500000 Penalty: 4928.281250
	Iteration 62Q: 3 clusters Score -2370196 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 18579 members 
Entering Unmasked Estep 
Score: -2370218.500000 Penalty: 4928.281250
	Iteration 63Q: 3 clusters Score -2370218 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 18634 members 
Entering Unmasked Estep 
Score: -2370247.750000 Penalty: 4928.281250
	Iteration 64Q: 3 clusters Score -2370248 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 18689 members 
Entering Unmasked Estep 
Score: -2370278.750000 Penalty: 4928.281250
	Iteration 65Q: 3 clusters Score -2370279 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 18734 members 
Entering Unmasked Estep 
Score: -2370299.500000 Penalty: 4928.281250
	Iteration 66Q: 3 clusters Score -2370300 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 18777 members 
Entering Unmasked Estep 
Score: -2370324.000000 Penalty: 4928.281250
	Iteration 67Q: 3 clusters Score -2370324 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 18814 members 
Entering Unmasked Estep 
Score: -2370338.000000 Penalty: 4928.281250
	Iteration 68Q: 3 clusters Score -2370338 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 18843 members 
Entering Unmasked Estep 
Score: -2370364.750000 Penalty: 4928.281250
	Iteration 69Q: 3 clusters Score -2370365 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 18879 members 
Entering Unmasked Estep 
Score: -2370385.500000 Penalty: 4928.281250
	Iteration 70Q: 3 clusters Score -2370386 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 18923 members 
Entering Unmasked Estep 
Score: -2370416.500000 Penalty: 4928.281250
	Iteration 71Q: 3 clusters Score -2370416 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 18975 members 
Entering Unmasked Estep 
Score: -2370465.000000 Penalty: 4928.281250
	Iteration 72Q: 3 clusters Score -2370465 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 19035 members 
Entering Unmasked Estep 
Score: -2370548.500000 Penalty: 4928.281250
	Iteration 73Q: 3 clusters Score -2370548 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 19098 members 
Entering Unmasked Estep 
Score: -2370661.000000 Penalty: 4928.281250
	Iteration 74Q: 3 clusters Score -2370661 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 19160 members 
Entering Unmasked Estep 
Score: -2370781.250000 Penalty: 4928.281250
	Iteration 75Q: 3 clusters Score -2370781 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 19192 members 
Entering Unmasked Estep 
Score: -2370849.250000 Penalty: 4928.281250
	Iteration 76Q: 3 clusters Score -2370849 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 19215 members 
Entering Unmasked Estep 
Score: -2370865.000000 Penalty: 4928.281250
	Iteration 77Q: 3 clusters Score -2370865 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 19237 members 
Entering Unmasked Estep 
Score: -2370877.500000 Penalty: 4928.281250
	Iteration 78Q: 3 clusters Score -2370878 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 19251 members 
Entering Unmasked Estep 
Score: -2370897.750000 Penalty: 4928.281250
	Iteration 79Q: 3 clusters Score -2370898 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 19257 members 
Entering Unmasked Estep 
Score: -2370899.250000 Penalty: 4928.281250
	Iteration 80F: 3 clusters Score -2370899 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 19259 members 
Entering Unmasked Estep 
Score: -2370904.000000 Penalty: 4928.281250
	Iteration 81Q: 3 clusters Score -2370904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 19261 members 
Entering Unmasked Estep 
Score: -2370905.250000 Penalty: 4928.281250
	Iteration 82Q: 3 clusters Score -2370905 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 19259 members 
Entering Unmasked Estep 
Score: -2370907.500000 Penalty: 4928.281250
	Iteration 83Q: 3 clusters Score -2370908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 19258 members 
Entering Unmasked Estep 
Score: -2370908.250000 Penalty: 4928.281250
	Iteration 84Q: 3 clusters Score -2370908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 19259 members 
Entering Unmasked Estep 
Score: -2370909.000000 Penalty: 4928.281250
	Iteration 85Q: 3 clusters Score -2370909 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 19259 members 
Entering Unmasked Estep 
Score: -2370909.000000 Penalty: 4928.281250
	Iteration 86F: 3 clusters Score -2370909 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Entering Unmasked Estep 
Score: -118465.328125 Penalty: 1740.119141
	Iteration 0F: 2 clusters Score -118465.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -116517.414062 Penalty: 3480.238281
	Iteration 0F: 3 clusters Score -116517.4 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -117063.023438 Penalty: 3480.238281
	Iteration 1F: 3 clusters Score -117063 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -117386.281250 Penalty: 3480.238281
	Iteration 2F: 3 clusters Score -117386.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -117589.617188 Penalty: 3480.238281
	Iteration 3F: 3 clusters Score -117589.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -117668.210938 Penalty: 3480.238281
	Iteration 4Q: 3 clusters Score -117668.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -117708.312500 Penalty: 3480.238281
	Iteration 5Q: 3 clusters Score -117708.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -117737.812500 Penalty: 3480.238281
	Iteration 6Q: 3 clusters Score -117737.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -117748.578125 Penalty: 3480.238281
	Iteration 7Q: 3 clusters Score -117748.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -117755.523438 Penalty: 3480.238281
	Iteration 8Q: 3 clusters Score -117755.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -117759.148438 Penalty: 3480.238281
	Iteration 9Q: 3 clusters Score -117759.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -117760.859375 Penalty: 3480.238281
	Iteration 10Q: 3 clusters Score -117760.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -117761.875000 Penalty: 3480.238281
	Iteration 11Q: 3 clusters Score -117761.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -117761.875000 Penalty: 3480.238281
	Iteration 12F: 3 clusters Score -117761.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (4032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Entering Unmasked Estep 
Score: -442651.343750 Penalty: 2058.900391
	Iteration 0F: 2 clusters Score -442651.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -438727.593750 Penalty: 4117.800781
	Iteration 0F: 3 clusters Score -438727.6 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -439590.062500 Penalty: 4117.800781
	Iteration 1F: 3 clusters Score -439590.1 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -439800.500000 Penalty: 4117.800781
	Iteration 2F: 3 clusters Score -439800.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -439940.687500 Penalty: 4117.800781
	Iteration 3F: 3 clusters Score -439940.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -440051.281250 Penalty: 4117.800781
	Iteration 4Q: 3 clusters Score -440051.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -440153.531250 Penalty: 4117.800781
	Iteration 5Q: 3 clusters Score -440153.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -440229.843750 Penalty: 4117.800781
	Iteration 6Q: 3 clusters Score -440229.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -440289.312500 Penalty: 4117.800781
	Iteration 7Q: 3 clusters Score -440289.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -440341.156250 Penalty: 4117.800781
	Iteration 8Q: 3 clusters Score -440341.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -440389.312500 Penalty: 4117.800781
	Iteration 9Q: 3 clusters Score -440389.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -440438.500000 Penalty: 4117.800781
	Iteration 10Q: 3 clusters Score -440438.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -440482.906250 Penalty: 4117.800781
	Iteration 11Q: 3 clusters Score -440482.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -440525.156250 Penalty: 4117.800781
	Iteration 12Q: 3 clusters Score -440525.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -440564.906250 Penalty: 4117.800781
	Iteration 13Q: 3 clusters Score -440564.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -440601.562500 Penalty: 4117.800781
	Iteration 14Q: 3 clusters Score -440601.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -440631.218750 Penalty: 4117.800781
	Iteration 15Q: 3 clusters Score -440631.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -440661.718750 Penalty: 4117.800781
	Iteration 16Q: 3 clusters Score -440661.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -440680.125000 Penalty: 4117.800781
	Iteration 17Q: 3 clusters Score -440680.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -440695.312500 Penalty: 4117.800781
	Iteration 18Q: 3 clusters Score -440695.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -440710.500000 Penalty: 4117.800781
	Iteration 19Q: 3 clusters Score -440710.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -440720.437500 Penalty: 4117.800781
	Iteration 20F: 3 clusters Score -440720.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -440726.906250 Penalty: 4117.800781
	Iteration 21Q: 3 clusters Score -440726.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -440730.343750 Penalty: 4117.800781
	Iteration 22Q: 3 clusters Score -440730.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -440734.093750 Penalty: 4117.800781
	Iteration 23Q: 3 clusters Score -440734.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -440737.312500 Penalty: 4117.800781
	Iteration 24Q: 3 clusters Score -440737.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -440743.375000 Penalty: 4117.800781
	Iteration 25Q: 3 clusters Score -440743.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -440749.250000 Penalty: 4117.800781
	Iteration 26Q: 3 clusters Score -440749.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -440754.718750 Penalty: 4117.800781
	Iteration 27Q: 3 clusters Score -440754.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -440759.843750 Penalty: 4117.800781
	Iteration 28Q: 3 clusters Score -440759.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -440765.843750 Penalty: 4117.800781
	Iteration 29Q: 3 clusters Score -440765.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -440772.281250 Penalty: 4117.800781
	Iteration 30Q: 3 clusters Score -440772.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -440781.468750 Penalty: 4117.800781
	Iteration 31Q: 3 clusters Score -440781.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -440792.031250 Penalty: 4117.800781
	Iteration 32Q: 3 clusters Score -440792 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -440805.031250 Penalty: 4117.800781
	Iteration 33Q: 3 clusters Score -440805 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -440816.437500 Penalty: 4117.800781
	Iteration 34Q: 3 clusters Score -440816.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -440829.593750 Penalty: 4117.800781
	Iteration 35Q: 3 clusters Score -440829.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -440843.375000 Penalty: 4117.800781
	Iteration 36Q: 3 clusters Score -440843.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -440856.156250 Penalty: 4117.800781
	Iteration 37Q: 3 clusters Score -440856.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -440869.468750 Penalty: 4117.800781
	Iteration 38Q: 3 clusters Score -440869.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -440882.812500 Penalty: 4117.800781
	Iteration 39Q: 3 clusters Score -440882.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -440892.906250 Penalty: 4117.800781
	Iteration 40F: 3 clusters Score -440892.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -440901.906250 Penalty: 4117.800781
	Iteration 41Q: 3 clusters Score -440901.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -440918.625000 Penalty: 4117.800781
	Iteration 42Q: 3 clusters Score -440918.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -440927.843750 Penalty: 4117.800781
	Iteration 43Q: 3 clusters Score -440927.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -440932.875000 Penalty: 4117.800781
	Iteration 44Q: 3 clusters Score -440932.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -440938.875000 Penalty: 4117.800781
	Iteration 45Q: 3 clusters Score -440938.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -440948.218750 Penalty: 4117.800781
	Iteration 46Q: 3 clusters Score -440948.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -440956.906250 Penalty: 4117.800781
	Iteration 47Q: 3 clusters Score -440956.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -440963.531250 Penalty: 4117.800781
	Iteration 48Q: 3 clusters Score -440963.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -440967.906250 Penalty: 4117.800781
	Iteration 49Q: 3 clusters Score -440967.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -440973.906250 Penalty: 4117.800781
	Iteration 50Q: 3 clusters Score -440973.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -440982.500000 Penalty: 4117.800781
	Iteration 51Q: 3 clusters Score -440982.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -440988.343750 Penalty: 4117.800781
	Iteration 52Q: 3 clusters Score -440988.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -440992.718750 Penalty: 4117.800781
	Iteration 53Q: 3 clusters Score -440992.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -440997.906250 Penalty: 4117.800781
	Iteration 54Q: 3 clusters Score -440997.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -441001.468750 Penalty: 4117.800781
	Iteration 55Q: 3 clusters Score -441001.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -441004.000000 Penalty: 4117.800781
	Iteration 56Q: 3 clusters Score -441004 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -441005.031250 Penalty: 4117.800781
	Iteration 57Q: 3 clusters Score -441005 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -441007.093750 Penalty: 4117.800781
	Iteration 58Q: 3 clusters Score -441007.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -441008.593750 Penalty: 4117.800781
	Iteration 59Q: 3 clusters Score -441008.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -441009.406250 Penalty: 4117.800781
	Iteration 60F: 3 clusters Score -441009.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -441011.000000 Penalty: 4117.800781
	Iteration 61Q: 3 clusters Score -441011 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -441011.000000 Penalty: 4117.800781
	Iteration 62F: 3 clusters Score -441011 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (2138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Entering Unmasked Estep 
Score: -212054.062500 Penalty: 1901.571167
	Iteration 0F: 2 clusters Score -212054.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -209373.265625 Penalty: 3803.142334
	Iteration 0F: 3 clusters Score -209373.3 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -209975.359375 Penalty: 3803.142334
	Iteration 1F: 3 clusters Score -209975.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -210229.453125 Penalty: 3803.142334
	Iteration 2F: 3 clusters Score -210229.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -210468.468750 Penalty: 3803.142334
	Iteration 3F: 3 clusters Score -210468.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -210771.281250 Penalty: 3803.142334
	Iteration 4F: 3 clusters Score -210771.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -211096.437500 Penalty: 3803.142334
	Iteration 5F: 3 clusters Score -211096.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -211425.531250 Penalty: 3803.142334
	Iteration 6F: 3 clusters Score -211425.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -211586.656250 Penalty: 3803.142334
	Iteration 7Q: 3 clusters Score -211586.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -211643.796875 Penalty: 3803.142334
	Iteration 8Q: 3 clusters Score -211643.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -211671.593750 Penalty: 3803.142334
	Iteration 9Q: 3 clusters Score -211671.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -211691.750000 Penalty: 3803.142334
	Iteration 10Q: 3 clusters Score -211691.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -211707.640625 Penalty: 3803.142334
	Iteration 11Q: 3 clusters Score -211707.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -211715.609375 Penalty: 3803.142334
	Iteration 12Q: 3 clusters Score -211715.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -211719.484375 Penalty: 3803.142334
	Iteration 13Q: 3 clusters Score -211719.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -211721.328125 Penalty: 3803.142334
	Iteration 14Q: 3 clusters Score -211721.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -211721.328125 Penalty: 3803.142334
	Iteration 15F: 3 clusters Score -211721.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 238842 members 
Mstep: Class 2 contains 10467 members 
Mstep: Class 3 contains 84672 members 
Mstep: Class 4 contains 79330 members 
Mstep: Class 5 contains 5392 members 
Mstep: Class 6 contains 3980 members 
Mstep: Class 7 contains 6283 members 
Mstep: Class 8 contains 11080 members 
Mstep: Class 9 contains 19960 members 
Mstep: Class 10 contains 1316 members 
Mstep: Class 11 contains 37819 members 
Mstep: Class 12 contains 227932 members 
Mstep: Class 13 contains 113071 members 
Mstep: Class 14 contains 40858 members 
Mstep: Class 15 contains 12557 members 
Mstep: Class 16 contains 213917 members 
Mstep: Class 17 contains 1007 members 
Mstep: Class 18 contains 25258 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 4312 members 
Mstep: Class 21 contains 17279 members 
Mstep: Class 22 contains 9983 members 
Mstep: Class 23 contains 5507 members 
Mstep: Class 24 contains 38644 members 
Mstep: Class 25 contains 10049 members 
Mstep: Class 26 contains 2009 members 
Mstep: Class 27 contains 3496 members 
Mstep: Class 28 contains 29072 members 
Mstep: Class 29 contains 30424 members 
Mstep: Class 30 contains 25469 members 
Mstep: Class 31 contains 10154 members 
Mstep: Class 32 contains 11188 members 
Mstep: Class 33 contains 20662 members 
Mstep: Class 34 contains 1115 members 
Mstep: Class 35 contains 4032 members 
Mstep: Class 36 contains 2138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155666480.000000 Penalty: 126091.726562
Iteration 199Q: 37 clusters Score -1.556665e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 238845 members 
Mstep: Class 2 contains 10467 members 
Mstep: Class 3 contains 84670 members 
Mstep: Class 4 contains 79330 members 
Mstep: Class 5 contains 5392 members 
Mstep: Class 6 contains 3980 members 
Mstep: Class 7 contains 6283 members 
Mstep: Class 8 contains 11080 members 
Mstep: Class 9 contains 19962 members 
Mstep: Class 10 contains 1316 members 
Mstep: Class 11 contains 37819 members 
Mstep: Class 12 contains 227931 members 
Mstep: Class 13 contains 113070 members 
Mstep: Class 14 contains 40858 members 
Mstep: Class 15 contains 12557 members 
Mstep: Class 16 contains 213917 members 
Mstep: Class 17 contains 1007 members 
Mstep: Class 18 contains 25254 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 4312 members 
Mstep: Class 21 contains 17279 members 
Mstep: Class 22 contains 9983 members 
Mstep: Class 23 contains 5507 members 
Mstep: Class 24 contains 38643 members 
Mstep: Class 25 contains 10051 members 
Mstep: Class 26 contains 2009 members 
Mstep: Class 27 contains 3496 members 
Mstep: Class 28 contains 29072 members 
Mstep: Class 29 contains 30424 members 
Mstep: Class 30 contains 25469 members 
Mstep: Class 31 contains 10154 members 
Mstep: Class 32 contains 11188 members 
Mstep: Class 33 contains 20664 members 
Mstep: Class 34 contains 1115 members 
Mstep: Class 35 contains 4032 members 
Mstep: Class 36 contains 2138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155666448.000000 Penalty: 126091.726562
Iteration 200F: 37 clusters Score -1.556664e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 238846 members 
Mstep: Class 2 contains 10467 members 
Mstep: Class 3 contains 84667 members 
Mstep: Class 4 contains 79329 members 
Mstep: Class 5 contains 5392 members 
Mstep: Class 6 contains 3980 members 
Mstep: Class 7 contains 6283 members 
Mstep: Class 8 contains 11080 members 
Mstep: Class 9 contains 19963 members 
Mstep: Class 10 contains 1316 members 
Mstep: Class 11 contains 37819 members 
Mstep: Class 12 contains 227930 members 
Mstep: Class 13 contains 113070 members 
Mstep: Class 14 contains 40858 members 
Mstep: Class 15 contains 12557 members 
Mstep: Class 16 contains 213917 members 
Mstep: Class 17 contains 1007 members 
Mstep: Class 18 contains 25253 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 4312 members 
Mstep: Class 21 contains 17279 members 
Mstep: Class 22 contains 9983 members 
Mstep: Class 23 contains 5507 members 
Mstep: Class 24 contains 38646 members 
Mstep: Class 25 contains 10051 members 
Mstep: Class 26 contains 2009 members 
Mstep: Class 27 contains 3496 members 
Mstep: Class 28 contains 29072 members 
Mstep: Class 29 contains 30424 members 
Mstep: Class 30 contains 25469 members 
Mstep: Class 31 contains 10154 members 
Mstep: Class 32 contains 11188 members 
Mstep: Class 33 contains 20665 members 
Mstep: Class 34 contains 1115 members 
Mstep: Class 35 contains 4032 members 
Mstep: Class 36 contains 2138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155666464.000000 Penalty: 126091.726562
Iteration 201Q: 37 clusters Score -1.556665e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 238845 members 
Mstep: Class 2 contains 10467 members 
Mstep: Class 3 contains 84665 members 
Mstep: Class 4 contains 79328 members 
Mstep: Class 5 contains 5392 members 
Mstep: Class 6 contains 3980 members 
Mstep: Class 7 contains 6283 members 
Mstep: Class 8 contains 11080 members 
Mstep: Class 9 contains 19963 members 
Mstep: Class 10 contains 1316 members 
Mstep: Class 11 contains 37819 members 
Mstep: Class 12 contains 227930 members 
Mstep: Class 13 contains 113071 members 
Mstep: Class 14 contains 40858 members 
Mstep: Class 15 contains 12557 members 
Mstep: Class 16 contains 213917 members 
Mstep: Class 17 contains 1007 members 
Mstep: Class 18 contains 25252 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 4312 members 
Mstep: Class 21 contains 17279 members 
Mstep: Class 22 contains 9983 members 
Mstep: Class 23 contains 5507 members 
Mstep: Class 24 contains 38648 members 
Mstep: Class 25 contains 10050 members 
Mstep: Class 26 contains 2009 members 
Mstep: Class 27 contains 3496 members 
Mstep: Class 28 contains 29072 members 
Mstep: Class 29 contains 30425 members 
Mstep: Class 30 contains 25469 members 
Mstep: Class 31 contains 10154 members 
Mstep: Class 32 contains 11189 members 
Mstep: Class 33 contains 20667 members 
Mstep: Class 34 contains 1115 members 
Mstep: Class 35 contains 4031 members 
Mstep: Class 36 contains 2138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155666400.000000 Penalty: 126091.726562
Iteration 202Q: 37 clusters Score -1.556664e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 238844 members 
Mstep: Class 2 contains 10467 members 
Mstep: Class 3 contains 84664 members 
Mstep: Class 4 contains 79328 members 
Mstep: Class 5 contains 5392 members 
Mstep: Class 6 contains 3980 members 
Mstep: Class 7 contains 6283 members 
Mstep: Class 8 contains 11080 members 
Mstep: Class 9 contains 19964 members 
Mstep: Class 10 contains 1316 members 
Mstep: Class 11 contains 37819 members 
Mstep: Class 12 contains 227930 members 
Mstep: Class 13 contains 113071 members 
Mstep: Class 14 contains 40858 members 
Mstep: Class 15 contains 12557 members 
Mstep: Class 16 contains 213917 members 
Mstep: Class 17 contains 1007 members 
Mstep: Class 18 contains 25248 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 4312 members 
Mstep: Class 21 contains 17279 members 
Mstep: Class 22 contains 9983 members 
Mstep: Class 23 contains 5507 members 
Mstep: Class 24 contains 38649 members 
Mstep: Class 25 contains 10050 members 
Mstep: Class 26 contains 2009 members 
Mstep: Class 27 contains 3496 members 
Mstep: Class 28 contains 29072 members 
Mstep: Class 29 contains 30425 members 
Mstep: Class 30 contains 25469 members 
Mstep: Class 31 contains 10154 members 
Mstep: Class 32 contains 11192 members 
Mstep: Class 33 contains 20668 members 
Mstep: Class 34 contains 1115 members 
Mstep: Class 35 contains 4031 members 
Mstep: Class 36 contains 2138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155666400.000000 Penalty: 126091.726562
Iteration 203Q: 37 clusters Score -1.556664e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 238844 members 
Mstep: Class 2 contains 10467 members 
Mstep: Class 3 contains 84661 members 
Mstep: Class 4 contains 79328 members 
Mstep: Class 5 contains 5392 members 
Mstep: Class 6 contains 3980 members 
Mstep: Class 7 contains 6283 members 
Mstep: Class 8 contains 11080 members 
Mstep: Class 9 contains 19964 members 
Mstep: Class 10 contains 1316 members 
Mstep: Class 11 contains 37819 members 
Mstep: Class 12 contains 227931 members 
Mstep: Class 13 contains 113071 members 
Mstep: Class 14 contains 40858 members 
Mstep: Class 15 contains 12557 members 
Mstep: Class 16 contains 213917 members 
Mstep: Class 17 contains 1007 members 
Mstep: Class 18 contains 25242 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 4312 members 
Mstep: Class 21 contains 17279 members 
Mstep: Class 22 contains 9983 members 
Mstep: Class 23 contains 5507 members 
Mstep: Class 24 contains 38651 members 
Mstep: Class 25 contains 10050 members 
Mstep: Class 26 contains 2009 members 
Mstep: Class 27 contains 3496 members 
Mstep: Class 28 contains 29072 members 
Mstep: Class 29 contains 30425 members 
Mstep: Class 30 contains 25469 members 
Mstep: Class 31 contains 10154 members 
Mstep: Class 32 contains 11196 members 
Mstep: Class 33 contains 20670 members 
Mstep: Class 34 contains 1115 members 
Mstep: Class 35 contains 4031 members 
Mstep: Class 36 contains 2138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155666384.000000 Penalty: 126091.726562
Iteration 204Q: 37 clusters Score -1.556664e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 238844 members 
Mstep: Class 2 contains 10467 members 
Mstep: Class 3 contains 84658 members 
Mstep: Class 4 contains 79328 members 
Mstep: Class 5 contains 5392 members 
Mstep: Class 6 contains 3980 members 
Mstep: Class 7 contains 6283 members 
Mstep: Class 8 contains 11080 members 
Mstep: Class 9 contains 19965 members 
Mstep: Class 10 contains 1316 members 
Mstep: Class 11 contains 37819 members 
Mstep: Class 12 contains 227931 members 
Mstep: Class 13 contains 113071 members 
Mstep: Class 14 contains 40858 members 
Mstep: Class 15 contains 12557 members 
Mstep: Class 16 contains 213917 members 
Mstep: Class 17 contains 1007 members 
Mstep: Class 18 contains 25239 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 4312 members 
Mstep: Class 21 contains 17279 members 
Mstep: Class 22 contains 9983 members 
Mstep: Class 23 contains 5507 members 
Mstep: Class 24 contains 38653 members 
Mstep: Class 25 contains 10049 members 
Mstep: Class 26 contains 2009 members 
Mstep: Class 27 contains 3496 members 
Mstep: Class 28 contains 29072 members 
Mstep: Class 29 contains 30425 members 
Mstep: Class 30 contains 25469 members 
Mstep: Class 31 contains 10154 members 
Mstep: Class 32 contains 11199 members 
Mstep: Class 33 contains 20671 members 
Mstep: Class 34 contains 1115 members 
Mstep: Class 35 contains 4031 members 
Mstep: Class 36 contains 2138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155666400.000000 Penalty: 126091.726562
Iteration 205Q: 37 clusters Score -1.556664e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 238844 members 
Mstep: Class 2 contains 10468 members 
Mstep: Class 3 contains 84653 members 
Mstep: Class 4 contains 79328 members 
Mstep: Class 5 contains 5392 members 
Mstep: Class 6 contains 3980 members 
Mstep: Class 7 contains 6283 members 
Mstep: Class 8 contains 11080 members 
Mstep: Class 9 contains 19965 members 
Mstep: Class 10 contains 1316 members 
Mstep: Class 11 contains 37819 members 
Mstep: Class 12 contains 227931 members 
Mstep: Class 13 contains 113070 members 
Mstep: Class 14 contains 40858 members 
Mstep: Class 15 contains 12557 members 
Mstep: Class 16 contains 213919 members 
Mstep: Class 17 contains 1007 members 
Mstep: Class 18 contains 25237 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 4312 members 
Mstep: Class 21 contains 17279 members 
Mstep: Class 22 contains 9983 members 
Mstep: Class 23 contains 5507 members 
Mstep: Class 24 contains 38656 members 
Mstep: Class 25 contains 10049 members 
Mstep: Class 26 contains 2009 members 
Mstep: Class 27 contains 3496 members 
Mstep: Class 28 contains 29072 members 
Mstep: Class 29 contains 30425 members 
Mstep: Class 30 contains 25469 members 
Mstep: Class 31 contains 10154 members 
Mstep: Class 32 contains 11199 members 
Mstep: Class 33 contains 20673 members 
Mstep: Class 34 contains 1115 members 
Mstep: Class 35 contains 4031 members 
Mstep: Class 36 contains 2138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155666384.000000 Penalty: 126091.726562
Iteration 206Q: 37 clusters Score -1.556664e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 238844 members 
Mstep: Class 2 contains 10468 members 
Mstep: Class 3 contains 84648 members 
Mstep: Class 4 contains 79328 members 
Mstep: Class 5 contains 5392 members 
Mstep: Class 6 contains 3980 members 
Mstep: Class 7 contains 6283 members 
Mstep: Class 8 contains 11080 members 
Mstep: Class 9 contains 19964 members 
Mstep: Class 10 contains 1316 members 
Mstep: Class 11 contains 37819 members 
Mstep: Class 12 contains 227931 members 
Mstep: Class 13 contains 113071 members 
Mstep: Class 14 contains 40858 members 
Mstep: Class 15 contains 12557 members 
Mstep: Class 16 contains 213921 members 
Mstep: Class 17 contains 1007 members 
Mstep: Class 18 contains 25234 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 4312 members 
Mstep: Class 21 contains 17279 members 
Mstep: Class 22 contains 9983 members 
Mstep: Class 23 contains 5507 members 
Mstep: Class 24 contains 38660 members 
Mstep: Class 25 contains 10050 members 
Mstep: Class 26 contains 2009 members 
Mstep: Class 27 contains 3496 members 
Mstep: Class 28 contains 29072 members 
Mstep: Class 29 contains 30425 members 
Mstep: Class 30 contains 25469 members 
Mstep: Class 31 contains 10153 members 
Mstep: Class 32 contains 11199 members 
Mstep: Class 33 contains 20674 members 
Mstep: Class 34 contains 1115 members 
Mstep: Class 35 contains 4032 members 
Mstep: Class 36 contains 2138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155666352.000000 Penalty: 126091.726562
Iteration 207Q: 37 clusters Score -1.556664e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 238843 members 
Mstep: Class 2 contains 10468 members 
Mstep: Class 3 contains 84646 members 
Mstep: Class 4 contains 79328 members 
Mstep: Class 5 contains 5392 members 
Mstep: Class 6 contains 3980 members 
Mstep: Class 7 contains 6283 members 
Mstep: Class 8 contains 11080 members 
Mstep: Class 9 contains 19965 members 
Mstep: Class 10 contains 1316 members 
Mstep: Class 11 contains 37819 members 
Mstep: Class 12 contains 227931 members 
Mstep: Class 13 contains 113071 members 
Mstep: Class 14 contains 40858 members 
Mstep: Class 15 contains 12557 members 
Mstep: Class 16 contains 213922 members 
Mstep: Class 17 contains 1007 members 
Mstep: Class 18 contains 25233 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 4312 members 
Mstep: Class 21 contains 17279 members 
Mstep: Class 22 contains 9983 members 
Mstep: Class 23 contains 5507 members 
Mstep: Class 24 contains 38661 members 
Mstep: Class 25 contains 10048 members 
Mstep: Class 26 contains 2009 members 
Mstep: Class 27 contains 3496 members 
Mstep: Class 28 contains 29072 members 
Mstep: Class 29 contains 30425 members 
Mstep: Class 30 contains 25469 members 
Mstep: Class 31 contains 10153 members 
Mstep: Class 32 contains 11200 members 
Mstep: Class 33 contains 20674 members 
Mstep: Class 34 contains 1115 members 
Mstep: Class 35 contains 4034 members 
Mstep: Class 36 contains 2138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155666384.000000 Penalty: 126091.726562
Iteration 208Q: 37 clusters Score -1.556664e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 238843 members 
Mstep: Class 2 contains 10468 members 
Mstep: Class 3 contains 84645 members 
Mstep: Class 4 contains 79328 members 
Mstep: Class 5 contains 5392 members 
Mstep: Class 6 contains 3980 members 
Mstep: Class 7 contains 6283 members 
Mstep: Class 8 contains 11080 members 
Mstep: Class 9 contains 19966 members 
Mstep: Class 10 contains 1316 members 
Mstep: Class 11 contains 37819 members 
Mstep: Class 12 contains 227931 members 
Mstep: Class 13 contains 113070 members 
Mstep: Class 14 contains 40858 members 
Mstep: Class 15 contains 12557 members 
Mstep: Class 16 contains 213922 members 
Mstep: Class 17 contains 1007 members 
Mstep: Class 18 contains 25232 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 4312 members 
Mstep: Class 21 contains 17279 members 
Mstep: Class 22 contains 9983 members 
Mstep: Class 23 contains 5507 members 
Mstep: Class 24 contains 38662 members 
Mstep: Class 25 contains 10048 members 
Mstep: Class 26 contains 2009 members 
Mstep: Class 27 contains 3496 members 
Mstep: Class 28 contains 29072 members 
Mstep: Class 29 contains 30425 members 
Mstep: Class 30 contains 25469 members 
Mstep: Class 31 contains 10153 members 
Mstep: Class 32 contains 11200 members 
Mstep: Class 33 contains 20674 members 
Mstep: Class 34 contains 1115 members 
Mstep: Class 35 contains 4035 members 
Mstep: Class 36 contains 2138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155666336.000000 Penalty: 126091.726562
Iteration 209Q: 37 clusters Score -1.556663e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 238843 members 
Mstep: Class 2 contains 10468 members 
Mstep: Class 3 contains 84645 members 
Mstep: Class 4 contains 79328 members 
Mstep: Class 5 contains 5392 members 
Mstep: Class 6 contains 3980 members 
Mstep: Class 7 contains 6283 members 
Mstep: Class 8 contains 11080 members 
Mstep: Class 9 contains 19965 members 
Mstep: Class 10 contains 1316 members 
Mstep: Class 11 contains 37819 members 
Mstep: Class 12 contains 227932 members 
Mstep: Class 13 contains 113069 members 
Mstep: Class 14 contains 40858 members 
Mstep: Class 15 contains 12557 members 
Mstep: Class 16 contains 213923 members 
Mstep: Class 17 contains 1007 members 
Mstep: Class 18 contains 25232 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 4312 members 
Mstep: Class 21 contains 17279 members 
Mstep: Class 22 contains 9983 members 
Mstep: Class 23 contains 5507 members 
Mstep: Class 24 contains 38662 members 
Mstep: Class 25 contains 10048 members 
Mstep: Class 26 contains 2009 members 
Mstep: Class 27 contains 3496 members 
Mstep: Class 28 contains 29072 members 
Mstep: Class 29 contains 30425 members 
Mstep: Class 30 contains 25469 members 
Mstep: Class 31 contains 10153 members 
Mstep: Class 32 contains 11200 members 
Mstep: Class 33 contains 20674 members 
Mstep: Class 34 contains 1115 members 
Mstep: Class 35 contains 4035 members 
Mstep: Class 36 contains 2138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155666336.000000 Penalty: 126091.726562
Iteration 210Q: 37 clusters Score -1.556663e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 238843 members 
Mstep: Class 2 contains 10468 members 
Mstep: Class 3 contains 84645 members 
Mstep: Class 4 contains 79328 members 
Mstep: Class 5 contains 5392 members 
Mstep: Class 6 contains 3980 members 
Mstep: Class 7 contains 6283 members 
Mstep: Class 8 contains 11080 members 
Mstep: Class 9 contains 19965 members 
Mstep: Class 10 contains 1316 members 
Mstep: Class 11 contains 37819 members 
Mstep: Class 12 contains 227932 members 
Mstep: Class 13 contains 113069 members 
Mstep: Class 14 contains 40858 members 
Mstep: Class 15 contains 12557 members 
Mstep: Class 16 contains 213923 members 
Mstep: Class 17 contains 1007 members 
Mstep: Class 18 contains 25232 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 4312 members 
Mstep: Class 21 contains 17279 members 
Mstep: Class 22 contains 9983 members 
Mstep: Class 23 contains 5507 members 
Mstep: Class 24 contains 38662 members 
Mstep: Class 25 contains 10048 members 
Mstep: Class 26 contains 2009 members 
Mstep: Class 27 contains 3496 members 
Mstep: Class 28 contains 29072 members 
Mstep: Class 29 contains 30425 members 
Mstep: Class 30 contains 25469 members 
Mstep: Class 31 contains 10153 members 
Mstep: Class 32 contains 11200 members 
Mstep: Class 33 contains 20674 members 
Mstep: Class 34 contains 1115 members 
Mstep: Class 35 contains 4035 members 
Mstep: Class 36 contains 2138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155666336.000000 Penalty: 126091.726562
Iteration 211F: 37 clusters Score -1.556663e+08 nChanged 0
Entering ConstructFrom: 
Score: -155666336.000000 Penalty: 126091.726562
Entering ConstructFrom: 
Trying to split cluster 1 (238843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238843 members 
Entering Unmasked Estep 
Score: -28176964.000000 Penalty: 3071.123291
	Iteration 0F: 2 clusters Score -2.817696e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119672 members 
Mstep: Class 2 contains 119171 members 
Entering Unmasked Estep 
Score: -28025156.000000 Penalty: 6142.246582
	Iteration 0F: 3 clusters Score -2.802516e+07 nChanged 115088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127496 members 
Mstep: Class 2 contains 111347 members 
Entering Unmasked Estep 
Score: -28093694.000000 Penalty: 6142.246582
	Iteration 1F: 3 clusters Score -2.809369e+07 nChanged 7542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132464 members 
Mstep: Class 2 contains 106379 members 
Entering Unmasked Estep 
Score: -28095508.000000 Penalty: 6142.246582
	Iteration 2Q: 3 clusters Score -2.809551e+07 nChanged 9705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140311 members 
Mstep: Class 2 contains 98532 members 
Entering Unmasked Estep 
Score: -28099104.000000 Penalty: 6142.246582
	Iteration 3Q: 3 clusters Score -2.80991e+07 nChanged 13318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152251 members 
Mstep: Class 2 contains 86592 members 
Entering Unmasked Estep 
Score: -28105908.000000 Penalty: 6142.246582
	Iteration 4F: 3 clusters Score -2.810591e+07 nChanged 17484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168819 members 
Mstep: Class 2 contains 70024 members 
Entering Unmasked Estep 
Score: -28117866.000000 Penalty: 6142.246582
	Iteration 5F: 3 clusters Score -2.811787e+07 nChanged 21068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189381 members 
Mstep: Class 2 contains 49462 members 
Entering Unmasked Estep 
Score: -28133774.000000 Penalty: 6142.246582
	Iteration 6F: 3 clusters Score -2.813377e+07 nChanged 20134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209315 members 
Mstep: Class 2 contains 29528 members 
Entering Unmasked Estep 
Score: -28150342.000000 Penalty: 6142.246582
	Iteration 7F: 3 clusters Score -2.815034e+07 nChanged 15027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224296 members 
Mstep: Class 2 contains 14547 members 
Entering Unmasked Estep 
Score: -28162966.000000 Penalty: 6142.246582
	Iteration 8F: 3 clusters Score -2.816297e+07 nChanged 8598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232886 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -28170014.000000 Penalty: 6142.246582
	Iteration 9Q: 3 clusters Score -2.817001e+07 nChanged 3770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236654 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -28172740.000000 Penalty: 6142.246582
	Iteration 10Q: 3 clusters Score -2.817274e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237911 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -28173688.000000 Penalty: 6142.246582
	Iteration 11Q: 3 clusters Score -2.817369e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238315 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -28174058.000000 Penalty: 6142.246582
	Iteration 12Q: 3 clusters Score -2.817406e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238447 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -28174202.000000 Penalty: 6142.246582
	Iteration 13Q: 3 clusters Score -2.81742e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238494 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -28174206.000000 Penalty: 6142.246582
	Iteration 14Q: 3 clusters Score -2.817421e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238517 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -28174242.000000 Penalty: 6142.246582
	Iteration 15Q: 3 clusters Score -2.817424e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238532 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -28174234.000000 Penalty: 6142.246582
	Iteration 16Q: 3 clusters Score -2.817423e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238541 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -28174282.000000 Penalty: 6142.246582
	Iteration 17Q: 3 clusters Score -2.817428e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238546 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -28174324.000000 Penalty: 6142.246582
	Iteration 18Q: 3 clusters Score -2.817432e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238544 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -28174288.000000 Penalty: 6142.246582
	Iteration 19Q: 3 clusters Score -2.817429e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238543 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -28174282.000000 Penalty: 6142.246582
	Iteration 20F: 3 clusters Score -2.817428e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238545 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -28174298.000000 Penalty: 6142.246582
	Iteration 21Q: 3 clusters Score -2.81743e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238546 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -28174300.000000 Penalty: 6142.246582
	Iteration 22Q: 3 clusters Score -2.81743e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238548 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -28174304.000000 Penalty: 6142.246582
	Iteration 23Q: 3 clusters Score -2.81743e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238549 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -28174306.000000 Penalty: 6142.246582
	Iteration 24Q: 3 clusters Score -2.817431e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238550 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -28174318.000000 Penalty: 6142.246582
	Iteration 25Q: 3 clusters Score -2.817432e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238550 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -28174318.000000 Penalty: 6142.246582
	Iteration 26F: 3 clusters Score -2.817432e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (10468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Entering Unmasked Estep 
Score: -1201081.250000 Penalty: 2295.507568
	Iteration 0F: 2 clusters Score -1201081 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -1193148.000000 Penalty: 4591.015137
	Iteration 0F: 3 clusters Score -1193148 nChanged 4346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -1195527.000000 Penalty: 4591.015137
	Iteration 1F: 3 clusters Score -1195527 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -1195846.250000 Penalty: 4591.015137
	Iteration 2F: 3 clusters Score -1195846 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -1196075.750000 Penalty: 4591.015137
	Iteration 3Q: 3 clusters Score -1196076 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -1196267.875000 Penalty: 4591.015137
	Iteration 4Q: 3 clusters Score -1196268 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -1196426.000000 Penalty: 4591.015137
	Iteration 5Q: 3 clusters Score -1196426 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -1196589.375000 Penalty: 4591.015137
	Iteration 6Q: 3 clusters Score -1196589 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -1196811.125000 Penalty: 4591.015137
	Iteration 7Q: 3 clusters Score -1196811 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -1197089.250000 Penalty: 4591.015137
	Iteration 8Q: 3 clusters Score -1197089 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -1197448.750000 Penalty: 4591.015137
	Iteration 9Q: 3 clusters Score -1197449 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -1197883.625000 Penalty: 4591.015137
	Iteration 10F: 3 clusters Score -1197884 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -1198314.375000 Penalty: 4591.015137
	Iteration 11Q: 3 clusters Score -1198314 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -1198697.375000 Penalty: 4591.015137
	Iteration 12Q: 3 clusters Score -1198697 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -1199001.875000 Penalty: 4591.015137
	Iteration 13Q: 3 clusters Score -1199002 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -1199229.125000 Penalty: 4591.015137
	Iteration 14Q: 3 clusters Score -1199229 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -1199388.875000 Penalty: 4591.015137
	Iteration 15Q: 3 clusters Score -1199389 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -1199492.500000 Penalty: 4591.015137
	Iteration 16Q: 3 clusters Score -1199492 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -1199565.125000 Penalty: 4591.015137
	Iteration 17Q: 3 clusters Score -1199565 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -1199625.250000 Penalty: 4591.015137
	Iteration 18Q: 3 clusters Score -1199625 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -1199653.375000 Penalty: 4591.015137
	Iteration 19Q: 3 clusters Score -1199653 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -1199667.750000 Penalty: 4591.015137
	Iteration 20F: 3 clusters Score -1199668 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -1199677.875000 Penalty: 4591.015137
	Iteration 21Q: 3 clusters Score -1199678 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -1199684.375000 Penalty: 4591.015137
	Iteration 22Q: 3 clusters Score -1199684 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -1199697.125000 Penalty: 4591.015137
	Iteration 23Q: 3 clusters Score -1199697 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -1199709.625000 Penalty: 4591.015137
	Iteration 24Q: 3 clusters Score -1199710 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -1199713.250000 Penalty: 4591.015137
	Iteration 25Q: 3 clusters Score -1199713 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -1199717.875000 Penalty: 4591.015137
	Iteration 26Q: 3 clusters Score -1199718 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -1199721.250000 Penalty: 4591.015137
	Iteration 27Q: 3 clusters Score -1199721 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -1199720.875000 Penalty: 4591.015137
	Iteration 28Q: 3 clusters Score -1199721 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -1199725.250000 Penalty: 4591.015137
	Iteration 29Q: 3 clusters Score -1199725 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -1199724.500000 Penalty: 4591.015137
	Iteration 30Q: 3 clusters Score -1199724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -1199725.750000 Penalty: 4591.015137
	Iteration 31Q: 3 clusters Score -1199726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -1199726.250000 Penalty: 4591.015137
	Iteration 32Q: 3 clusters Score -1199726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -1199725.500000 Penalty: 4591.015137
	Iteration 33Q: 3 clusters Score -1199726 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -1199725.500000 Penalty: 4591.015137
	Iteration 34F: 3 clusters Score -1199726 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (84645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84645 members 
Entering Unmasked Estep 
Score: -10000965.000000 Penalty: 2813.862793
	Iteration 0F: 2 clusters Score -1.000096e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42349 members 
Mstep: Class 2 contains 42296 members 
Entering Unmasked Estep 
Score: -9944324.000000 Penalty: 5627.725586
	Iteration 0F: 3 clusters Score -9944324 nChanged 39862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43291 members 
Mstep: Class 2 contains 41354 members 
Entering Unmasked Estep 
Score: -9966902.000000 Penalty: 5627.725586
	Iteration 1F: 3 clusters Score -9966902 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43800 members 
Mstep: Class 2 contains 40845 members 
Entering Unmasked Estep 
Score: -9967473.000000 Penalty: 5627.725586
	Iteration 2Q: 3 clusters Score -9967473 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44506 members 
Mstep: Class 2 contains 40139 members 
Entering Unmasked Estep 
Score: -9968055.000000 Penalty: 5627.725586
	Iteration 3Q: 3 clusters Score -9968055 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45527 members 
Mstep: Class 2 contains 39118 members 
Entering Unmasked Estep 
Score: -9968667.000000 Penalty: 5627.725586
	Iteration 4Q: 3 clusters Score -9968667 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46964 members 
Mstep: Class 2 contains 37681 members 
Entering Unmasked Estep 
Score: -9969331.000000 Penalty: 5627.725586
	Iteration 5Q: 3 clusters Score -9969331 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48971 members 
Mstep: Class 2 contains 35674 members 
Entering Unmasked Estep 
Score: -9970079.000000 Penalty: 5627.725586
	Iteration 6Q: 3 clusters Score -9970079 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51842 members 
Mstep: Class 2 contains 32803 members 
Entering Unmasked Estep 
Score: -9971299.000000 Penalty: 5627.725586
	Iteration 7Q: 3 clusters Score -9971299 nChanged 4155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55815 members 
Mstep: Class 2 contains 28830 members 
Entering Unmasked Estep 
Score: -9973339.000000 Penalty: 5627.725586
	Iteration 8Q: 3 clusters Score -9973339 nChanged 5348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61103 members 
Mstep: Class 2 contains 23542 members 
Entering Unmasked Estep 
Score: -9976664.000000 Penalty: 5627.725586
	Iteration 9F: 3 clusters Score -9976664 nChanged 6564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67649 members 
Mstep: Class 2 contains 16996 members 
Entering Unmasked Estep 
Score: -9981951.000000 Penalty: 5627.725586
	Iteration 10F: 3 clusters Score -9981951 nChanged 6910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74557 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -9988345.000000 Penalty: 5627.725586
	Iteration 11F: 3 clusters Score -9988345 nChanged 5466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80023 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -9993834.000000 Penalty: 5627.725586
	Iteration 12F: 3 clusters Score -9993834 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83057 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -9996803.000000 Penalty: 5627.725586
	Iteration 13Q: 3 clusters Score -9996803 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84109 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -9997842.000000 Penalty: 5627.725586
	Iteration 14Q: 3 clusters Score -9997842 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84358 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -9998183.000000 Penalty: 5627.725586
	Iteration 15Q: 3 clusters Score -9998183 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84411 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -9998313.000000 Penalty: 5627.725586
	Iteration 16Q: 3 clusters Score -9998313 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84432 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -9998366.000000 Penalty: 5627.725586
	Iteration 17Q: 3 clusters Score -9998366 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84446 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -9998414.000000 Penalty: 5627.725586
	Iteration 18Q: 3 clusters Score -9998414 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84455 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -9998436.000000 Penalty: 5627.725586
	Iteration 19Q: 3 clusters Score -9998436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84456 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -9998434.000000 Penalty: 5627.725586
	Iteration 20F: 3 clusters Score -9998434 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (79328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79328 members 
Entering Unmasked Estep 
Score: -9337230.000000 Penalty: 2797.773926
	Iteration 0F: 2 clusters Score -9337230 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39710 members 
Mstep: Class 2 contains 39618 members 
Entering Unmasked Estep 
Score: -9284156.000000 Penalty: 5595.547852
	Iteration 0F: 3 clusters Score -9284156 nChanged 37345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39565 members 
Mstep: Class 2 contains 39763 members 
Entering Unmasked Estep 
Score: -9305246.000000 Penalty: 5595.547852
	Iteration 1F: 3 clusters Score -9305246 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39382 members 
Mstep: Class 2 contains 39946 members 
Entering Unmasked Estep 
Score: -9305809.000000 Penalty: 5595.547852
	Iteration 2Q: 3 clusters Score -9305809 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39092 members 
Mstep: Class 2 contains 40236 members 
Entering Unmasked Estep 
Score: -9306387.000000 Penalty: 5595.547852
	Iteration 3Q: 3 clusters Score -9306387 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38635 members 
Mstep: Class 2 contains 40693 members 
Entering Unmasked Estep 
Score: -9306977.000000 Penalty: 5595.547852
	Iteration 4Q: 3 clusters Score -9306977 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37916 members 
Mstep: Class 2 contains 41412 members 
Entering Unmasked Estep 
Score: -9307610.000000 Penalty: 5595.547852
	Iteration 5Q: 3 clusters Score -9307610 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36919 members 
Mstep: Class 2 contains 42409 members 
Entering Unmasked Estep 
Score: -9308258.000000 Penalty: 5595.547852
	Iteration 6Q: 3 clusters Score -9308258 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35642 members 
Mstep: Class 2 contains 43686 members 
Entering Unmasked Estep 
Score: -9309102.000000 Penalty: 5595.547852
	Iteration 7Q: 3 clusters Score -9309102 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33948 members 
Mstep: Class 2 contains 45380 members 
Entering Unmasked Estep 
Score: -9310096.000000 Penalty: 5595.547852
	Iteration 8Q: 3 clusters Score -9310096 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31732 members 
Mstep: Class 2 contains 47596 members 
Entering Unmasked Estep 
Score: -9311256.000000 Penalty: 5595.547852
	Iteration 9Q: 3 clusters Score -9311256 nChanged 3524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28940 members 
Mstep: Class 2 contains 50388 members 
Entering Unmasked Estep 
Score: -9312663.000000 Penalty: 5595.547852
	Iteration 10Q: 3 clusters Score -9312663 nChanged 3828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25554 members 
Mstep: Class 2 contains 53774 members 
Entering Unmasked Estep 
Score: -9314475.000000 Penalty: 5595.547852
	Iteration 11Q: 3 clusters Score -9314475 nChanged 4198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21566 members 
Mstep: Class 2 contains 57762 members 
Entering Unmasked Estep 
Score: -9316870.000000 Penalty: 5595.547852
	Iteration 12F: 3 clusters Score -9316870 nChanged 4622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17010 members 
Mstep: Class 2 contains 62318 members 
Entering Unmasked Estep 
Score: -9319913.000000 Penalty: 5595.547852
	Iteration 13F: 3 clusters Score -9319913 nChanged 4827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 67127 members 
Entering Unmasked Estep 
Score: -9323679.000000 Penalty: 5595.547852
	Iteration 14F: 3 clusters Score -9323679 nChanged 4505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 71630 members 
Entering Unmasked Estep 
Score: -9327547.000000 Penalty: 5595.547852
	Iteration 15F: 3 clusters Score -9327547 nChanged 3577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 75207 members 
Entering Unmasked Estep 
Score: -9330921.000000 Penalty: 5595.547852
	Iteration 16Q: 3 clusters Score -9330921 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 77434 members 
Entering Unmasked Estep 
Score: -9333063.000000 Penalty: 5595.547852
	Iteration 17Q: 3 clusters Score -9333063 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 78441 members 
Entering Unmasked Estep 
Score: -9333981.000000 Penalty: 5595.547852
	Iteration 18Q: 3 clusters Score -9333981 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 78805 members 
Entering Unmasked Estep 
Score: -9334371.000000 Penalty: 5595.547852
	Iteration 19Q: 3 clusters Score -9334371 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 78940 members 
Entering Unmasked Estep 
Score: -9334520.000000 Penalty: 5595.547852
	Iteration 20F: 3 clusters Score -9334520 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 78998 members 
Entering Unmasked Estep 
Score: -9334629.000000 Penalty: 5595.547852
	Iteration 21Q: 3 clusters Score -9334629 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 79018 members 
Entering Unmasked Estep 
Score: -9334668.000000 Penalty: 5595.547852
	Iteration 22Q: 3 clusters Score -9334668 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 79029 members 
Entering Unmasked Estep 
Score: -9334686.000000 Penalty: 5595.547852
	Iteration 23Q: 3 clusters Score -9334686 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 79037 members 
Entering Unmasked Estep 
Score: -9334689.000000 Penalty: 5595.547852
	Iteration 24Q: 3 clusters Score -9334689 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 79041 members 
Entering Unmasked Estep 
Score: -9334700.000000 Penalty: 5595.547852
	Iteration 25Q: 3 clusters Score -9334700 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 79044 members 
Entering Unmasked Estep 
Score: -9334724.000000 Penalty: 5595.547852
	Iteration 26Q: 3 clusters Score -9334724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 79046 members 
Entering Unmasked Estep 
Score: -9334727.000000 Penalty: 5595.547852
	Iteration 27Q: 3 clusters Score -9334727 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 79046 members 
Entering Unmasked Estep 
Score: -9334727.000000 Penalty: 5595.547852
	Iteration 28F: 3 clusters Score -9334727 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Entering Unmasked Estep 
Score: -590742.687500 Penalty: 2130.982422
	Iteration 0F: 2 clusters Score -590742.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -586096.625000 Penalty: 4261.964844
	Iteration 0F: 3 clusters Score -586096.6 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -587585.125000 Penalty: 4261.964844
	Iteration 1F: 3 clusters Score -587585.1 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -587986.812500 Penalty: 4261.964844
	Iteration 2F: 3 clusters Score -587986.8 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -588291.875000 Penalty: 4261.964844
	Iteration 3F: 3 clusters Score -588291.9 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -588571.375000 Penalty: 4261.964844
	Iteration 4F: 3 clusters Score -588571.4 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -588818.312500 Penalty: 4261.964844
	Iteration 5F: 3 clusters Score -588818.3 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -589034.125000 Penalty: 4261.964844
	Iteration 6Q: 3 clusters Score -589034.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -589200.437500 Penalty: 4261.964844
	Iteration 7Q: 3 clusters Score -589200.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -589314.125000 Penalty: 4261.964844
	Iteration 8Q: 3 clusters Score -589314.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -589387.812500 Penalty: 4261.964844
	Iteration 9Q: 3 clusters Score -589387.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -589419.312500 Penalty: 4261.964844
	Iteration 10Q: 3 clusters Score -589419.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -589442.875000 Penalty: 4261.964844
	Iteration 11Q: 3 clusters Score -589442.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -589459.437500 Penalty: 4261.964844
	Iteration 12Q: 3 clusters Score -589459.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -589472.687500 Penalty: 4261.964844
	Iteration 13Q: 3 clusters Score -589472.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -589486.437500 Penalty: 4261.964844
	Iteration 14Q: 3 clusters Score -589486.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -589496.187500 Penalty: 4261.964844
	Iteration 15Q: 3 clusters Score -589496.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -589504.187500 Penalty: 4261.964844
	Iteration 16Q: 3 clusters Score -589504.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -589510.937500 Penalty: 4261.964844
	Iteration 17Q: 3 clusters Score -589510.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -589517.687500 Penalty: 4261.964844
	Iteration 18Q: 3 clusters Score -589517.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -589519.937500 Penalty: 4261.964844
	Iteration 19Q: 3 clusters Score -589519.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -589522.187500 Penalty: 4261.964844
	Iteration 20F: 3 clusters Score -589522.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -589523.812500 Penalty: 4261.964844
	Iteration 21Q: 3 clusters Score -589523.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -589528.500000 Penalty: 4261.964844
	Iteration 22Q: 3 clusters Score -589528.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -589532.687500 Penalty: 4261.964844
	Iteration 23Q: 3 clusters Score -589532.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -589536.125000 Penalty: 4261.964844
	Iteration 24Q: 3 clusters Score -589536.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -589540.437500 Penalty: 4261.964844
	Iteration 25Q: 3 clusters Score -589540.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -589548.625000 Penalty: 4261.964844
	Iteration 26Q: 3 clusters Score -589548.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -589557.500000 Penalty: 4261.964844
	Iteration 27Q: 3 clusters Score -589557.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -589572.437500 Penalty: 4261.964844
	Iteration 28Q: 3 clusters Score -589572.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -589590.437500 Penalty: 4261.964844
	Iteration 29Q: 3 clusters Score -589590.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -589612.687500 Penalty: 4261.964844
	Iteration 30Q: 3 clusters Score -589612.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -589638.687500 Penalty: 4261.964844
	Iteration 31Q: 3 clusters Score -589638.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -589677.625000 Penalty: 4261.964844
	Iteration 32Q: 3 clusters Score -589677.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -589731.812500 Penalty: 4261.964844
	Iteration 33Q: 3 clusters Score -589731.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -589787.750000 Penalty: 4261.964844
	Iteration 34Q: 3 clusters Score -589787.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -589870.437500 Penalty: 4261.964844
	Iteration 35Q: 3 clusters Score -589870.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -589979.062500 Penalty: 4261.964844
	Iteration 36Q: 3 clusters Score -589979.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -590103.187500 Penalty: 4261.964844
	Iteration 37Q: 3 clusters Score -590103.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -590190.062500 Penalty: 4261.964844
	Iteration 38Q: 3 clusters Score -590190.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -590276.187500 Penalty: 4261.964844
	Iteration 39Q: 3 clusters Score -590276.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -590318.437500 Penalty: 4261.964844
	Iteration 40F: 3 clusters Score -590318.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -590336.125000 Penalty: 4261.964844
	Iteration 41Q: 3 clusters Score -590336.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -590347.562500 Penalty: 4261.964844
	Iteration 42Q: 3 clusters Score -590347.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -590355.750000 Penalty: 4261.964844
	Iteration 43Q: 3 clusters Score -590355.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -590360.187500 Penalty: 4261.964844
	Iteration 44Q: 3 clusters Score -590360.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -590365.000000 Penalty: 4261.964844
	Iteration 45Q: 3 clusters Score -590365 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -590370.750000 Penalty: 4261.964844
	Iteration 46Q: 3 clusters Score -590370.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -590374.500000 Penalty: 4261.964844
	Iteration 47Q: 3 clusters Score -590374.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -590378.562500 Penalty: 4261.964844
	Iteration 48Q: 3 clusters Score -590378.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -590380.812500 Penalty: 4261.964844
	Iteration 49Q: 3 clusters Score -590380.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -590381.000000 Penalty: 4261.964844
	Iteration 50Q: 3 clusters Score -590381 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -590380.437500 Penalty: 4261.964844
	Iteration 51Q: 3 clusters Score -590380.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -590380.437500 Penalty: 4261.964844
	Iteration 52F: 3 clusters Score -590380.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Entering Unmasked Estep 
Score: -453913.906250 Penalty: 2055.681152
	Iteration 0F: 2 clusters Score -453913.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -450067.937500 Penalty: 4111.362305
	Iteration 0F: 3 clusters Score -450067.9 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -450963.500000 Penalty: 4111.362305
	Iteration 1F: 3 clusters Score -450963.5 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -451217.500000 Penalty: 4111.362305
	Iteration 2F: 3 clusters Score -451217.5 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -451406.250000 Penalty: 4111.362305
	Iteration 3F: 3 clusters Score -451406.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -451554.281250 Penalty: 4111.362305
	Iteration 4Q: 3 clusters Score -451554.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -451681.250000 Penalty: 4111.362305
	Iteration 5Q: 3 clusters Score -451681.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -451769.062500 Penalty: 4111.362305
	Iteration 6Q: 3 clusters Score -451769.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -451838.031250 Penalty: 4111.362305
	Iteration 7Q: 3 clusters Score -451838 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -451897.968750 Penalty: 4111.362305
	Iteration 8Q: 3 clusters Score -451898 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -451931.750000 Penalty: 4111.362305
	Iteration 9Q: 3 clusters Score -451931.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -451965.781250 Penalty: 4111.362305
	Iteration 10Q: 3 clusters Score -451965.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -451994.968750 Penalty: 4111.362305
	Iteration 11Q: 3 clusters Score -451995 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -452016.156250 Penalty: 4111.362305
	Iteration 12Q: 3 clusters Score -452016.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -452036.156250 Penalty: 4111.362305
	Iteration 13Q: 3 clusters Score -452036.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -452052.906250 Penalty: 4111.362305
	Iteration 14Q: 3 clusters Score -452052.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -452068.375000 Penalty: 4111.362305
	Iteration 15Q: 3 clusters Score -452068.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -452081.343750 Penalty: 4111.362305
	Iteration 16Q: 3 clusters Score -452081.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -452093.343750 Penalty: 4111.362305
	Iteration 17Q: 3 clusters Score -452093.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -452109.125000 Penalty: 4111.362305
	Iteration 18Q: 3 clusters Score -452109.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -452121.937500 Penalty: 4111.362305
	Iteration 19Q: 3 clusters Score -452121.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -452135.187500 Penalty: 4111.362305
	Iteration 20F: 3 clusters Score -452135.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -452148.562500 Penalty: 4111.362305
	Iteration 21Q: 3 clusters Score -452148.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -452158.750000 Penalty: 4111.362305
	Iteration 22Q: 3 clusters Score -452158.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -452167.250000 Penalty: 4111.362305
	Iteration 23Q: 3 clusters Score -452167.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -452175.625000 Penalty: 4111.362305
	Iteration 24Q: 3 clusters Score -452175.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -452182.750000 Penalty: 4111.362305
	Iteration 25Q: 3 clusters Score -452182.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -452190.343750 Penalty: 4111.362305
	Iteration 26Q: 3 clusters Score -452190.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -452199.781250 Penalty: 4111.362305
	Iteration 27Q: 3 clusters Score -452199.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -452206.718750 Penalty: 4111.362305
	Iteration 28Q: 3 clusters Score -452206.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -452213.343750 Penalty: 4111.362305
	Iteration 29Q: 3 clusters Score -452213.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -452219.000000 Penalty: 4111.362305
	Iteration 30Q: 3 clusters Score -452219 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -452228.093750 Penalty: 4111.362305
	Iteration 31Q: 3 clusters Score -452228.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -452232.718750 Penalty: 4111.362305
	Iteration 32Q: 3 clusters Score -452232.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -452235.062500 Penalty: 4111.362305
	Iteration 33Q: 3 clusters Score -452235.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -452240.312500 Penalty: 4111.362305
	Iteration 34Q: 3 clusters Score -452240.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -452244.218750 Penalty: 4111.362305
	Iteration 35Q: 3 clusters Score -452244.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -452250.312500 Penalty: 4111.362305
	Iteration 36Q: 3 clusters Score -452250.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -452253.187500 Penalty: 4111.362305
	Iteration 37Q: 3 clusters Score -452253.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -452256.281250 Penalty: 4111.362305
	Iteration 38Q: 3 clusters Score -452256.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -452257.437500 Penalty: 4111.362305
	Iteration 39Q: 3 clusters Score -452257.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -452261.625000 Penalty: 4111.362305
	Iteration 40F: 3 clusters Score -452261.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -452263.750000 Penalty: 4111.362305
	Iteration 41Q: 3 clusters Score -452263.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -452265.968750 Penalty: 4111.362305
	Iteration 42Q: 3 clusters Score -452266 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -452269.593750 Penalty: 4111.362305
	Iteration 43Q: 3 clusters Score -452269.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -452273.593750 Penalty: 4111.362305
	Iteration 44Q: 3 clusters Score -452273.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -452274.656250 Penalty: 4111.362305
	Iteration 45Q: 3 clusters Score -452274.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -452275.375000 Penalty: 4111.362305
	Iteration 46Q: 3 clusters Score -452275.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -452276.312500 Penalty: 4111.362305
	Iteration 47Q: 3 clusters Score -452276.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -452277.312500 Penalty: 4111.362305
	Iteration 48Q: 3 clusters Score -452277.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -452277.562500 Penalty: 4111.362305
	Iteration 49Q: 3 clusters Score -452277.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -452281.125000 Penalty: 4111.362305
	Iteration 50Q: 3 clusters Score -452281.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -452284.375000 Penalty: 4111.362305
	Iteration 51Q: 3 clusters Score -452284.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -452286.218750 Penalty: 4111.362305
	Iteration 52Q: 3 clusters Score -452286.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -452289.531250 Penalty: 4111.362305
	Iteration 53Q: 3 clusters Score -452289.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -452293.500000 Penalty: 4111.362305
	Iteration 54Q: 3 clusters Score -452293.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -452296.375000 Penalty: 4111.362305
	Iteration 55Q: 3 clusters Score -452296.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -452297.250000 Penalty: 4111.362305
	Iteration 56Q: 3 clusters Score -452297.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -452298.343750 Penalty: 4111.362305
	Iteration 57Q: 3 clusters Score -452298.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -452298.343750 Penalty: 4111.362305
	Iteration 58F: 3 clusters Score -452298.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Entering Unmasked Estep 
Score: -720862.062500 Penalty: 2168.909424
	Iteration 0F: 2 clusters Score -720862.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -715536.500000 Penalty: 4337.818848
	Iteration 0F: 3 clusters Score -715536.5 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -716957.125000 Penalty: 4337.818848
	Iteration 1F: 3 clusters Score -716957.1 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -717262.812500 Penalty: 4337.818848
	Iteration 2F: 3 clusters Score -717262.8 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -717469.500000 Penalty: 4337.818848
	Iteration 3F: 3 clusters Score -717469.5 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -717664.062500 Penalty: 4337.818848
	Iteration 4F: 3 clusters Score -717664.1 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -717843.812500 Penalty: 4337.818848
	Iteration 5Q: 3 clusters Score -717843.8 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -718042.750000 Penalty: 4337.818848
	Iteration 6Q: 3 clusters Score -718042.8 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -718260.687500 Penalty: 4337.818848
	Iteration 7Q: 3 clusters Score -718260.7 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -718502.250000 Penalty: 4337.818848
	Iteration 8Q: 3 clusters Score -718502.2 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -718722.250000 Penalty: 4337.818848
	Iteration 9Q: 3 clusters Score -718722.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -718860.687500 Penalty: 4337.818848
	Iteration 10Q: 3 clusters Score -718860.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -718978.312500 Penalty: 4337.818848
	Iteration 11Q: 3 clusters Score -718978.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -719075.937500 Penalty: 4337.818848
	Iteration 12Q: 3 clusters Score -719075.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -719155.375000 Penalty: 4337.818848
	Iteration 13Q: 3 clusters Score -719155.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -719229.625000 Penalty: 4337.818848
	Iteration 14Q: 3 clusters Score -719229.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -719289.187500 Penalty: 4337.818848
	Iteration 15Q: 3 clusters Score -719289.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -719336.562500 Penalty: 4337.818848
	Iteration 16Q: 3 clusters Score -719336.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -719372.562500 Penalty: 4337.818848
	Iteration 17Q: 3 clusters Score -719372.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -719404.500000 Penalty: 4337.818848
	Iteration 18Q: 3 clusters Score -719404.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -719433.375000 Penalty: 4337.818848
	Iteration 19Q: 3 clusters Score -719433.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -719451.437500 Penalty: 4337.818848
	Iteration 20F: 3 clusters Score -719451.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -719470.750000 Penalty: 4337.818848
	Iteration 21Q: 3 clusters Score -719470.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -719488.500000 Penalty: 4337.818848
	Iteration 22Q: 3 clusters Score -719488.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -719504.437500 Penalty: 4337.818848
	Iteration 23Q: 3 clusters Score -719504.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -719511.062500 Penalty: 4337.818848
	Iteration 24Q: 3 clusters Score -719511.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -719518.937500 Penalty: 4337.818848
	Iteration 25Q: 3 clusters Score -719518.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -719521.000000 Penalty: 4337.818848
	Iteration 26Q: 3 clusters Score -719521 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -719524.500000 Penalty: 4337.818848
	Iteration 27Q: 3 clusters Score -719524.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -719526.687500 Penalty: 4337.818848
	Iteration 28Q: 3 clusters Score -719526.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -719527.625000 Penalty: 4337.818848
	Iteration 29Q: 3 clusters Score -719527.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -719528.500000 Penalty: 4337.818848
	Iteration 30Q: 3 clusters Score -719528.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -719531.437500 Penalty: 4337.818848
	Iteration 31Q: 3 clusters Score -719531.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -719532.562500 Penalty: 4337.818848
	Iteration 32Q: 3 clusters Score -719532.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -719532.500000 Penalty: 4337.818848
	Iteration 33Q: 3 clusters Score -719532.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -719534.000000 Penalty: 4337.818848
	Iteration 34Q: 3 clusters Score -719534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -719534.687500 Penalty: 4337.818848
	Iteration 35Q: 3 clusters Score -719534.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -719534.937500 Penalty: 4337.818848
	Iteration 36Q: 3 clusters Score -719534.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -719536.562500 Penalty: 4337.818848
	Iteration 37Q: 3 clusters Score -719536.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -719539.687500 Penalty: 4337.818848
	Iteration 38Q: 3 clusters Score -719539.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -719541.312500 Penalty: 4337.818848
	Iteration 39Q: 3 clusters Score -719541.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -719542.812500 Penalty: 4337.818848
	Iteration 40F: 3 clusters Score -719542.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -719543.875000 Penalty: 4337.818848
	Iteration 41Q: 3 clusters Score -719543.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -719544.125000 Penalty: 4337.818848
	Iteration 42Q: 3 clusters Score -719544.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -719544.125000 Penalty: 4337.818848
	Iteration 43F: 3 clusters Score -719544.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (11080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Entering Unmasked Estep 
Score: -1218647.375000 Penalty: 2309.598389
	Iteration 0F: 2 clusters Score -1218647 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 5633 members 
Entering Unmasked Estep 
Score: -1210336.500000 Penalty: 4619.196777
	Iteration 0F: 3 clusters Score -1210336 nChanged 4702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -1213251.625000 Penalty: 4619.196777
	Iteration 1F: 3 clusters Score -1213252 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -1214296.875000 Penalty: 4619.196777
	Iteration 2F: 3 clusters Score -1214297 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -1215569.500000 Penalty: 4619.196777
	Iteration 3F: 3 clusters Score -1215570 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -1216539.625000 Penalty: 4619.196777
	Iteration 4F: 3 clusters Score -1216540 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -1217026.000000 Penalty: 4619.196777
	Iteration 5F: 3 clusters Score -1217026 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -1217227.875000 Penalty: 4619.196777
	Iteration 6Q: 3 clusters Score -1217228 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -1217338.625000 Penalty: 4619.196777
	Iteration 7Q: 3 clusters Score -1217339 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -1217392.500000 Penalty: 4619.196777
	Iteration 8Q: 3 clusters Score -1217392 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -1217424.375000 Penalty: 4619.196777
	Iteration 9Q: 3 clusters Score -1217424 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -1217433.625000 Penalty: 4619.196777
	Iteration 10Q: 3 clusters Score -1217434 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -1217444.750000 Penalty: 4619.196777
	Iteration 11Q: 3 clusters Score -1217445 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -1217449.500000 Penalty: 4619.196777
	Iteration 12Q: 3 clusters Score -1217450 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -1217449.125000 Penalty: 4619.196777
	Iteration 13Q: 3 clusters Score -1217449 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -1217450.625000 Penalty: 4619.196777
	Iteration 14Q: 3 clusters Score -1217451 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -1217451.625000 Penalty: 4619.196777
	Iteration 15Q: 3 clusters Score -1217452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -1217452.000000 Penalty: 4619.196777
	Iteration 16Q: 3 clusters Score -1217452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -1217454.250000 Penalty: 4619.196777
	Iteration 17Q: 3 clusters Score -1217454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -1217453.000000 Penalty: 4619.196777
	Iteration 18Q: 3 clusters Score -1217453 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -1217452.500000 Penalty: 4619.196777
	Iteration 19Q: 3 clusters Score -1217452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -1217453.875000 Penalty: 4619.196777
	Iteration 20F: 3 clusters Score -1217454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -1217452.000000 Penalty: 4619.196777
	Iteration 21Q: 3 clusters Score -1217452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -1217452.500000 Penalty: 4619.196777
	Iteration 22Q: 3 clusters Score -1217452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -1217452.500000 Penalty: 4619.196777
	Iteration 23Q: 3 clusters Score -1217452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -1217452.375000 Penalty: 4619.196777
	Iteration 24Q: 3 clusters Score -1217452 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -1217452.375000 Penalty: 4619.196777
	Iteration 25F: 3 clusters Score -1217452 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (19965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19965 members 
Entering Unmasked Estep 
Score: -2385092.750000 Penalty: 2455.630615
	Iteration 0F: 2 clusters Score -2385093 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -2371083.750000 Penalty: 4911.261230
	Iteration 0F: 3 clusters Score -2371084 nChanged 8708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -2375756.250000 Penalty: 4911.261230
	Iteration 1F: 3 clusters Score -2375756 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -2376229.500000 Penalty: 4911.261230
	Iteration 2F: 3 clusters Score -2376230 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 11856 members 
Entering Unmasked Estep 
Score: -2376710.750000 Penalty: 4911.261230
	Iteration 3F: 3 clusters Score -2376711 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 12673 members 
Entering Unmasked Estep 
Score: -2377266.500000 Penalty: 4911.261230
	Iteration 4F: 3 clusters Score -2377266 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -2377993.250000 Penalty: 4911.261230
	Iteration 5F: 3 clusters Score -2377993 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 14964 members 
Entering Unmasked Estep 
Score: -2378962.500000 Penalty: 4911.261230
	Iteration 6F: 3 clusters Score -2378962 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 16210 members 
Entering Unmasked Estep 
Score: -2379983.000000 Penalty: 4911.261230
	Iteration 7F: 3 clusters Score -2379983 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 17302 members 
Entering Unmasked Estep 
Score: -2380880.500000 Penalty: 4911.261230
	Iteration 8F: 3 clusters Score -2380880 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 18110 members 
Entering Unmasked Estep 
Score: -2381561.750000 Penalty: 4911.261230
	Iteration 9Q: 3 clusters Score -2381562 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 18703 members 
Entering Unmasked Estep 
Score: -2382062.750000 Penalty: 4911.261230
	Iteration 10Q: 3 clusters Score -2382063 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 19067 members 
Entering Unmasked Estep 
Score: -2382392.000000 Penalty: 4911.261230
	Iteration 11Q: 3 clusters Score -2382392 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 19280 members 
Entering Unmasked Estep 
Score: -2382562.750000 Penalty: 4911.261230
	Iteration 12Q: 3 clusters Score -2382563 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 19393 members 
Entering Unmasked Estep 
Score: -2382663.000000 Penalty: 4911.261230
	Iteration 13Q: 3 clusters Score -2382663 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 19469 members 
Entering Unmasked Estep 
Score: -2382747.000000 Penalty: 4911.261230
	Iteration 14Q: 3 clusters Score -2382747 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 19520 members 
Entering Unmasked Estep 
Score: -2382803.250000 Penalty: 4911.261230
	Iteration 15Q: 3 clusters Score -2382803 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 19551 members 
Entering Unmasked Estep 
Score: -2382835.250000 Penalty: 4911.261230
	Iteration 16Q: 3 clusters Score -2382835 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 19572 members 
Entering Unmasked Estep 
Score: -2382862.250000 Penalty: 4911.261230
	Iteration 17Q: 3 clusters Score -2382862 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 19591 members 
Entering Unmasked Estep 
Score: -2382885.250000 Penalty: 4911.261230
	Iteration 18Q: 3 clusters Score -2382885 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 19601 members 
Entering Unmasked Estep 
Score: -2382896.750000 Penalty: 4911.261230
	Iteration 19Q: 3 clusters Score -2382897 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 19601 members 
Entering Unmasked Estep 
Score: -2382900.000000 Penalty: 4911.261230
	Iteration 20F: 3 clusters Score -2382900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 19604 members 
Entering Unmasked Estep 
Score: -2382901.000000 Penalty: 4911.261230
	Iteration 21Q: 3 clusters Score -2382901 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 19611 members 
Entering Unmasked Estep 
Score: -2382911.750000 Penalty: 4911.261230
	Iteration 22Q: 3 clusters Score -2382912 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 19620 members 
Entering Unmasked Estep 
Score: -2382918.750000 Penalty: 4911.261230
	Iteration 23Q: 3 clusters Score -2382919 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 19622 members 
Entering Unmasked Estep 
Score: -2382927.250000 Penalty: 4911.261230
	Iteration 24Q: 3 clusters Score -2382927 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 19628 members 
Entering Unmasked Estep 
Score: -2382929.250000 Penalty: 4911.261230
	Iteration 25Q: 3 clusters Score -2382929 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 19633 members 
Entering Unmasked Estep 
Score: -2382936.250000 Penalty: 4911.261230
	Iteration 26Q: 3 clusters Score -2382936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 19636 members 
Entering Unmasked Estep 
Score: -2382936.500000 Penalty: 4911.261230
	Iteration 27Q: 3 clusters Score -2382936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 19638 members 
Entering Unmasked Estep 
Score: -2382940.500000 Penalty: 4911.261230
	Iteration 28Q: 3 clusters Score -2382940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 19639 members 
Entering Unmasked Estep 
Score: -2382943.000000 Penalty: 4911.261230
	Iteration 29Q: 3 clusters Score -2382943 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 19639 members 
Entering Unmasked Estep 
Score: -2382943.000000 Penalty: 4911.261230
	Iteration 30F: 3 clusters Score -2382943 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Entering Unmasked Estep 
Score: -143725.421875 Penalty: 1781.223267
	Iteration 0F: 2 clusters Score -143725.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -141666.671875 Penalty: 3562.446533
	Iteration 0F: 3 clusters Score -141666.7 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -142094.093750 Penalty: 3562.446533
	Iteration 1F: 3 clusters Score -142094.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -142342.031250 Penalty: 3562.446533
	Iteration 2F: 3 clusters Score -142342 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -142535.203125 Penalty: 3562.446533
	Iteration 3F: 3 clusters Score -142535.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -142738.562500 Penalty: 3562.446533
	Iteration 4Q: 3 clusters Score -142738.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -142908.890625 Penalty: 3562.446533
	Iteration 5Q: 3 clusters Score -142908.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -143027.531250 Penalty: 3562.446533
	Iteration 6Q: 3 clusters Score -143027.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -143050.468750 Penalty: 3562.446533
	Iteration 7Q: 3 clusters Score -143050.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -143079.968750 Penalty: 3562.446533
	Iteration 8Q: 3 clusters Score -143080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -143083.625000 Penalty: 3562.446533
	Iteration 9Q: 3 clusters Score -143083.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -143084.640625 Penalty: 3562.446533
	Iteration 10Q: 3 clusters Score -143084.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -143084.640625 Penalty: 3562.446533
	Iteration 11F: 3 clusters Score -143084.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (37819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37819 members 
Entering Unmasked Estep 
Score: -4385933.500000 Penalty: 2614.060547
	Iteration 0F: 2 clusters Score -4385934 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18733 members 
Mstep: Class 2 contains 19086 members 
Entering Unmasked Estep 
Score: -4360159.500000 Penalty: 5228.121094
	Iteration 0F: 3 clusters Score -4360160 nChanged 17371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17206 members 
Mstep: Class 2 contains 20613 members 
Entering Unmasked Estep 
Score: -4370076.000000 Penalty: 5228.121094
	Iteration 1F: 3 clusters Score -4370076 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16112 members 
Mstep: Class 2 contains 21707 members 
Entering Unmasked Estep 
Score: -4371207.500000 Penalty: 5228.121094
	Iteration 2F: 3 clusters Score -4371208 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14613 members 
Mstep: Class 2 contains 23206 members 
Entering Unmasked Estep 
Score: -4372764.500000 Penalty: 5228.121094
	Iteration 3F: 3 clusters Score -4372764 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12704 members 
Mstep: Class 2 contains 25115 members 
Entering Unmasked Estep 
Score: -4374784.000000 Penalty: 5228.121094
	Iteration 4F: 3 clusters Score -4374784 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 27053 members 
Entering Unmasked Estep 
Score: -4376861.500000 Penalty: 5228.121094
	Iteration 5F: 3 clusters Score -4376862 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 28715 members 
Entering Unmasked Estep 
Score: -4378685.500000 Penalty: 5228.121094
	Iteration 6F: 3 clusters Score -4378686 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 29930 members 
Entering Unmasked Estep 
Score: -4380018.000000 Penalty: 5228.121094
	Iteration 7Q: 3 clusters Score -4380018 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 30748 members 
Entering Unmasked Estep 
Score: -4380972.000000 Penalty: 5228.121094
	Iteration 8Q: 3 clusters Score -4380972 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 31301 members 
Entering Unmasked Estep 
Score: -4381662.000000 Penalty: 5228.121094
	Iteration 9Q: 3 clusters Score -4381662 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 31693 members 
Entering Unmasked Estep 
Score: -4382296.000000 Penalty: 5228.121094
	Iteration 10Q: 3 clusters Score -4382296 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 31967 members 
Entering Unmasked Estep 
Score: -4382773.500000 Penalty: 5228.121094
	Iteration 11Q: 3 clusters Score -4382774 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 32135 members 
Entering Unmasked Estep 
Score: -4383042.500000 Penalty: 5228.121094
	Iteration 12Q: 3 clusters Score -4383042 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 32296 members 
Entering Unmasked Estep 
Score: -4383203.500000 Penalty: 5228.121094
	Iteration 13Q: 3 clusters Score -4383204 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 32418 members 
Entering Unmasked Estep 
Score: -4383317.000000 Penalty: 5228.121094
	Iteration 14Q: 3 clusters Score -4383317 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 32534 members 
Entering Unmasked Estep 
Score: -4383410.000000 Penalty: 5228.121094
	Iteration 15Q: 3 clusters Score -4383410 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 32658 members 
Entering Unmasked Estep 
Score: -4383463.500000 Penalty: 5228.121094
	Iteration 16Q: 3 clusters Score -4383464 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 32755 members 
Entering Unmasked Estep 
Score: -4383505.500000 Penalty: 5228.121094
	Iteration 17Q: 3 clusters Score -4383506 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 32829 members 
Entering Unmasked Estep 
Score: -4383519.500000 Penalty: 5228.121094
	Iteration 18Q: 3 clusters Score -4383520 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 32889 members 
Entering Unmasked Estep 
Score: -4383526.000000 Penalty: 5228.121094
	Iteration 19Q: 3 clusters Score -4383526 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 32947 members 
Entering Unmasked Estep 
Score: -4383535.500000 Penalty: 5228.121094
	Iteration 20F: 3 clusters Score -4383536 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 33008 members 
Entering Unmasked Estep 
Score: -4383546.000000 Penalty: 5228.121094
	Iteration 21Q: 3 clusters Score -4383546 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 33049 members 
Entering Unmasked Estep 
Score: -4383547.000000 Penalty: 5228.121094
	Iteration 22Q: 3 clusters Score -4383547 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 33093 members 
Entering Unmasked Estep 
Score: -4383555.500000 Penalty: 5228.121094
	Iteration 23Q: 3 clusters Score -4383556 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 33132 members 
Entering Unmasked Estep 
Score: -4383558.500000 Penalty: 5228.121094
	Iteration 24Q: 3 clusters Score -4383558 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 33185 members 
Entering Unmasked Estep 
Score: -4383579.000000 Penalty: 5228.121094
	Iteration 25Q: 3 clusters Score -4383579 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 33242 members 
Entering Unmasked Estep 
Score: -4383592.500000 Penalty: 5228.121094
	Iteration 26Q: 3 clusters Score -4383592 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 33304 members 
Entering Unmasked Estep 
Score: -4383610.000000 Penalty: 5228.121094
	Iteration 27Q: 3 clusters Score -4383610 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 33364 members 
Entering Unmasked Estep 
Score: -4383627.500000 Penalty: 5228.121094
	Iteration 28Q: 3 clusters Score -4383628 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 33423 members 
Entering Unmasked Estep 
Score: -4383646.500000 Penalty: 5228.121094
	Iteration 29Q: 3 clusters Score -4383646 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 33491 members 
Entering Unmasked Estep 
Score: -4383659.500000 Penalty: 5228.121094
	Iteration 30Q: 3 clusters Score -4383660 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 33553 members 
Entering Unmasked Estep 
Score: -4383685.000000 Penalty: 5228.121094
	Iteration 31Q: 3 clusters Score -4383685 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 33621 members 
Entering Unmasked Estep 
Score: -4383690.000000 Penalty: 5228.121094
	Iteration 32Q: 3 clusters Score -4383690 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 33690 members 
Entering Unmasked Estep 
Score: -4383726.000000 Penalty: 5228.121094
	Iteration 33Q: 3 clusters Score -4383726 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 33763 members 
Entering Unmasked Estep 
Score: -4383745.500000 Penalty: 5228.121094
	Iteration 34Q: 3 clusters Score -4383746 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 33834 members 
Entering Unmasked Estep 
Score: -4383756.000000 Penalty: 5228.121094
	Iteration 35Q: 3 clusters Score -4383756 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 33904 members 
Entering Unmasked Estep 
Score: -4383779.000000 Penalty: 5228.121094
	Iteration 36Q: 3 clusters Score -4383779 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 33977 members 
Entering Unmasked Estep 
Score: -4383801.000000 Penalty: 5228.121094
	Iteration 37Q: 3 clusters Score -4383801 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 34037 members 
Entering Unmasked Estep 
Score: -4383819.000000 Penalty: 5228.121094
	Iteration 38Q: 3 clusters Score -4383819 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 34097 members 
Entering Unmasked Estep 
Score: -4383850.500000 Penalty: 5228.121094
	Iteration 39Q: 3 clusters Score -4383850 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 34159 members 
Entering Unmasked Estep 
Score: -4383870.500000 Penalty: 5228.121094
	Iteration 40F: 3 clusters Score -4383870 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 34224 members 
Entering Unmasked Estep 
Score: -4383882.000000 Penalty: 5228.121094
	Iteration 41Q: 3 clusters Score -4383882 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 34280 members 
Entering Unmasked Estep 
Score: -4383909.500000 Penalty: 5228.121094
	Iteration 42Q: 3 clusters Score -4383910 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 34322 members 
Entering Unmasked Estep 
Score: -4383917.000000 Penalty: 5228.121094
	Iteration 43Q: 3 clusters Score -4383917 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 34362 members 
Entering Unmasked Estep 
Score: -4383936.000000 Penalty: 5228.121094
	Iteration 44Q: 3 clusters Score -4383936 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 34395 members 
Entering Unmasked Estep 
Score: -4383955.000000 Penalty: 5228.121094
	Iteration 45Q: 3 clusters Score -4383955 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 34430 members 
Entering Unmasked Estep 
Score: -4383963.000000 Penalty: 5228.121094
	Iteration 46Q: 3 clusters Score -4383963 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 34460 members 
Entering Unmasked Estep 
Score: -4383980.000000 Penalty: 5228.121094
	Iteration 47Q: 3 clusters Score -4383980 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 34489 members 
Entering Unmasked Estep 
Score: -4383986.500000 Penalty: 5228.121094
	Iteration 48Q: 3 clusters Score -4383986 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 34520 members 
Entering Unmasked Estep 
Score: -4383988.500000 Penalty: 5228.121094
	Iteration 49Q: 3 clusters Score -4383988 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 34546 members 
Entering Unmasked Estep 
Score: -4384000.500000 Penalty: 5228.121094
	Iteration 50Q: 3 clusters Score -4384000 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 34571 members 
Entering Unmasked Estep 
Score: -4383995.500000 Penalty: 5228.121094
	Iteration 51Q: 3 clusters Score -4383996 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 34583 members 
Entering Unmasked Estep 
Score: -4384000.000000 Penalty: 5228.121094
	Iteration 52Q: 3 clusters Score -4384000 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 34597 members 
Entering Unmasked Estep 
Score: -4383998.500000 Penalty: 5228.121094
	Iteration 53Q: 3 clusters Score -4383998 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 34607 members 
Entering Unmasked Estep 
Score: -4384006.000000 Penalty: 5228.121094
	Iteration 54Q: 3 clusters Score -4384006 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 34619 members 
Entering Unmasked Estep 
Score: -4384011.500000 Penalty: 5228.121094
	Iteration 55Q: 3 clusters Score -4384012 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 34633 members 
Entering Unmasked Estep 
Score: -4384012.500000 Penalty: 5228.121094
	Iteration 56Q: 3 clusters Score -4384012 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 34649 members 
Entering Unmasked Estep 
Score: -4384029.500000 Penalty: 5228.121094
	Iteration 57Q: 3 clusters Score -4384030 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 34667 members 
Entering Unmasked Estep 
Score: -4384036.000000 Penalty: 5228.121094
	Iteration 58Q: 3 clusters Score -4384036 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 34681 members 
Entering Unmasked Estep 
Score: -4384026.000000 Penalty: 5228.121094
	Iteration 59Q: 3 clusters Score -4384026 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 34693 members 
Entering Unmasked Estep 
Score: -4384020.000000 Penalty: 5228.121094
	Iteration 60F: 3 clusters Score -4384020 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 34711 members 
Entering Unmasked Estep 
Score: -4384021.500000 Penalty: 5228.121094
	Iteration 61Q: 3 clusters Score -4384022 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 34723 members 
Entering Unmasked Estep 
Score: -4384030.500000 Penalty: 5228.121094
	Iteration 62Q: 3 clusters Score -4384030 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 34743 members 
Entering Unmasked Estep 
Score: -4384040.500000 Penalty: 5228.121094
	Iteration 63Q: 3 clusters Score -4384040 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 34764 members 
Entering Unmasked Estep 
Score: -4384045.000000 Penalty: 5228.121094
	Iteration 64Q: 3 clusters Score -4384045 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 34789 members 
Entering Unmasked Estep 
Score: -4384039.500000 Penalty: 5228.121094
	Iteration 65Q: 3 clusters Score -4384040 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 34820 members 
Entering Unmasked Estep 
Score: -4384050.500000 Penalty: 5228.121094
	Iteration 66Q: 3 clusters Score -4384050 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 34844 members 
Entering Unmasked Estep 
Score: -4384061.500000 Penalty: 5228.121094
	Iteration 67Q: 3 clusters Score -4384062 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 34870 members 
Entering Unmasked Estep 
Score: -4384070.000000 Penalty: 5228.121094
	Iteration 68Q: 3 clusters Score -4384070 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 34905 members 
Entering Unmasked Estep 
Score: -4384067.500000 Penalty: 5228.121094
	Iteration 69Q: 3 clusters Score -4384068 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 34927 members 
Entering Unmasked Estep 
Score: -4384074.500000 Penalty: 5228.121094
	Iteration 70Q: 3 clusters Score -4384074 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 34949 members 
Entering Unmasked Estep 
Score: -4384084.500000 Penalty: 5228.121094
	Iteration 71Q: 3 clusters Score -4384084 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 34959 members 
Entering Unmasked Estep 
Score: -4384092.500000 Penalty: 5228.121094
	Iteration 72Q: 3 clusters Score -4384092 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 34964 members 
Entering Unmasked Estep 
Score: -4384095.000000 Penalty: 5228.121094
	Iteration 73Q: 3 clusters Score -4384095 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 34965 members 
Entering Unmasked Estep 
Score: -4384091.500000 Penalty: 5228.121094
	Iteration 74Q: 3 clusters Score -4384092 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 34971 members 
Entering Unmasked Estep 
Score: -4384098.500000 Penalty: 5228.121094
	Iteration 75Q: 3 clusters Score -4384098 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 34977 members 
Entering Unmasked Estep 
Score: -4384102.000000 Penalty: 5228.121094
	Iteration 76Q: 3 clusters Score -4384102 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 34988 members 
Entering Unmasked Estep 
Score: -4384107.000000 Penalty: 5228.121094
	Iteration 77Q: 3 clusters Score -4384107 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 35002 members 
Entering Unmasked Estep 
Score: -4384102.500000 Penalty: 5228.121094
	Iteration 78Q: 3 clusters Score -4384102 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 35024 members 
Entering Unmasked Estep 
Score: -4384102.500000 Penalty: 5228.121094
	Iteration 79Q: 3 clusters Score -4384102 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 35041 members 
Entering Unmasked Estep 
Score: -4384110.500000 Penalty: 5228.121094
	Iteration 80F: 3 clusters Score -4384110 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 35055 members 
Entering Unmasked Estep 
Score: -4384113.000000 Penalty: 5228.121094
	Iteration 81Q: 3 clusters Score -4384113 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 35060 members 
Entering Unmasked Estep 
Score: -4384116.500000 Penalty: 5228.121094
	Iteration 82Q: 3 clusters Score -4384116 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 35068 members 
Entering Unmasked Estep 
Score: -4384118.000000 Penalty: 5228.121094
	Iteration 83Q: 3 clusters Score -4384118 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 35076 members 
Entering Unmasked Estep 
Score: -4384123.000000 Penalty: 5228.121094
	Iteration 84Q: 3 clusters Score -4384123 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 35080 members 
Entering Unmasked Estep 
Score: -4384129.500000 Penalty: 5228.121094
	Iteration 85Q: 3 clusters Score -4384130 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 35087 members 
Entering Unmasked Estep 
Score: -4384131.500000 Penalty: 5228.121094
	Iteration 86Q: 3 clusters Score -4384132 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 35093 members 
Entering Unmasked Estep 
Score: -4384138.500000 Penalty: 5228.121094
	Iteration 87Q: 3 clusters Score -4384138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 35097 members 
Entering Unmasked Estep 
Score: -4384137.500000 Penalty: 5228.121094
	Iteration 88Q: 3 clusters Score -4384138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 35101 members 
Entering Unmasked Estep 
Score: -4384142.500000 Penalty: 5228.121094
	Iteration 89Q: 3 clusters Score -4384142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 35103 members 
Entering Unmasked Estep 
Score: -4384139.500000 Penalty: 5228.121094
	Iteration 90Q: 3 clusters Score -4384140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 35104 members 
Entering Unmasked Estep 
Score: -4384140.500000 Penalty: 5228.121094
	Iteration 91Q: 3 clusters Score -4384140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 35107 members 
Entering Unmasked Estep 
Score: -4384141.500000 Penalty: 5228.121094
	Iteration 92Q: 3 clusters Score -4384142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 35107 members 
Entering Unmasked Estep 
Score: -4384134.500000 Penalty: 5228.121094
	Iteration 93Q: 3 clusters Score -4384134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 35108 members 
Entering Unmasked Estep 
Score: -4384138.000000 Penalty: 5228.121094
	Iteration 94Q: 3 clusters Score -4384138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 35109 members 
Entering Unmasked Estep 
Score: -4384138.500000 Penalty: 5228.121094
	Iteration 95Q: 3 clusters Score -4384138 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 35109 members 
Entering Unmasked Estep 
Score: -4384138.500000 Penalty: 5228.121094
	Iteration 96F: 3 clusters Score -4384138 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (227932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227932 members 
Entering Unmasked Estep 
Score: -26992006.000000 Penalty: 3059.527100
	Iteration 0F: 2 clusters Score -2.699201e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113770 members 
Mstep: Class 2 contains 114162 members 
Entering Unmasked Estep 
Score: -26840532.000000 Penalty: 6119.054199
	Iteration 0F: 3 clusters Score -2.684053e+07 nChanged 109458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110270 members 
Mstep: Class 2 contains 117662 members 
Entering Unmasked Estep 
Score: -26903862.000000 Penalty: 6119.054199
	Iteration 1F: 3 clusters Score -2.690386e+07 nChanged 6186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108312 members 
Mstep: Class 2 contains 119620 members 
Entering Unmasked Estep 
Score: -26904994.000000 Penalty: 6119.054199
	Iteration 2Q: 3 clusters Score -2.690499e+07 nChanged 6719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105273 members 
Mstep: Class 2 contains 122659 members 
Entering Unmasked Estep 
Score: -26906662.000000 Penalty: 6119.054199
	Iteration 3Q: 3 clusters Score -2.690666e+07 nChanged 7843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100542 members 
Mstep: Class 2 contains 127390 members 
Entering Unmasked Estep 
Score: -26909208.000000 Penalty: 6119.054199
	Iteration 4Q: 3 clusters Score -2.690921e+07 nChanged 9709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93469 members 
Mstep: Class 2 contains 134463 members 
Entering Unmasked Estep 
Score: -26913238.000000 Penalty: 6119.054199
	Iteration 5Q: 3 clusters Score -2.691324e+07 nChanged 12309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83200 members 
Mstep: Class 2 contains 144732 members 
Entering Unmasked Estep 
Score: -26920416.000000 Penalty: 6119.054199
	Iteration 6F: 3 clusters Score -2.692042e+07 nChanged 15335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69343 members 
Mstep: Class 2 contains 158589 members 
Entering Unmasked Estep 
Score: -26932038.000000 Penalty: 6119.054199
	Iteration 7F: 3 clusters Score -2.693204e+07 nChanged 17340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53073 members 
Mstep: Class 2 contains 174859 members 
Entering Unmasked Estep 
Score: -26947196.000000 Penalty: 6119.054199
	Iteration 8F: 3 clusters Score -2.69472e+07 nChanged 16157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37680 members 
Mstep: Class 2 contains 190252 members 
Entering Unmasked Estep 
Score: -26962484.000000 Penalty: 6119.054199
	Iteration 9F: 3 clusters Score -2.696248e+07 nChanged 12094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26216 members 
Mstep: Class 2 contains 201716 members 
Entering Unmasked Estep 
Score: -26973458.000000 Penalty: 6119.054199
	Iteration 10F: 3 clusters Score -2.697346e+07 nChanged 8080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18666 members 
Mstep: Class 2 contains 209266 members 
Entering Unmasked Estep 
Score: -26980012.000000 Penalty: 6119.054199
	Iteration 11Q: 3 clusters Score -2.698001e+07 nChanged 5224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 214174 members 
Entering Unmasked Estep 
Score: -26983864.000000 Penalty: 6119.054199
	Iteration 12Q: 3 clusters Score -2.698386e+07 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 217525 members 
Entering Unmasked Estep 
Score: -26986094.000000 Penalty: 6119.054199
	Iteration 13Q: 3 clusters Score -2.698609e+07 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 219852 members 
Entering Unmasked Estep 
Score: -26987462.000000 Penalty: 6119.054199
	Iteration 14Q: 3 clusters Score -2.698746e+07 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 221558 members 
Entering Unmasked Estep 
Score: -26988408.000000 Penalty: 6119.054199
	Iteration 15Q: 3 clusters Score -2.698841e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 222734 members 
Entering Unmasked Estep 
Score: -26989032.000000 Penalty: 6119.054199
	Iteration 16Q: 3 clusters Score -2.698903e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 223594 members 
Entering Unmasked Estep 
Score: -26989452.000000 Penalty: 6119.054199
	Iteration 17Q: 3 clusters Score -2.698945e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 224141 members 
Entering Unmasked Estep 
Score: -26989704.000000 Penalty: 6119.054199
	Iteration 18Q: 3 clusters Score -2.69897e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 224508 members 
Entering Unmasked Estep 
Score: -26989912.000000 Penalty: 6119.054199
	Iteration 19Q: 3 clusters Score -2.698991e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 224793 members 
Entering Unmasked Estep 
Score: -26990024.000000 Penalty: 6119.054199
	Iteration 20F: 3 clusters Score -2.699002e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 224994 members 
Entering Unmasked Estep 
Score: -26990072.000000 Penalty: 6119.054199
	Iteration 21Q: 3 clusters Score -2.699007e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 225135 members 
Entering Unmasked Estep 
Score: -26990194.000000 Penalty: 6119.054199
	Iteration 22Q: 3 clusters Score -2.699019e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 225235 members 
Entering Unmasked Estep 
Score: -26990294.000000 Penalty: 6119.054199
	Iteration 23Q: 3 clusters Score -2.699029e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 225342 members 
Entering Unmasked Estep 
Score: -26990422.000000 Penalty: 6119.054199
	Iteration 24Q: 3 clusters Score -2.699042e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 225396 members 
Entering Unmasked Estep 
Score: -26990496.000000 Penalty: 6119.054199
	Iteration 25Q: 3 clusters Score -2.69905e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 225431 members 
Entering Unmasked Estep 
Score: -26990560.000000 Penalty: 6119.054199
	Iteration 26Q: 3 clusters Score -2.699056e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 225459 members 
Entering Unmasked Estep 
Score: -26990594.000000 Penalty: 6119.054199
	Iteration 27Q: 3 clusters Score -2.699059e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 225462 members 
Entering Unmasked Estep 
Score: -26990640.000000 Penalty: 6119.054199
	Iteration 28Q: 3 clusters Score -2.699064e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 225450 members 
Entering Unmasked Estep 
Score: -26990638.000000 Penalty: 6119.054199
	Iteration 29Q: 3 clusters Score -2.699064e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 225442 members 
Entering Unmasked Estep 
Score: -26990650.000000 Penalty: 6119.054199
	Iteration 30Q: 3 clusters Score -2.699065e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 225428 members 
Entering Unmasked Estep 
Score: -26990686.000000 Penalty: 6119.054199
	Iteration 31Q: 3 clusters Score -2.699069e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 225413 members 
Entering Unmasked Estep 
Score: -26990714.000000 Penalty: 6119.054199
	Iteration 32Q: 3 clusters Score -2.699071e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 225388 members 
Entering Unmasked Estep 
Score: -26990786.000000 Penalty: 6119.054199
	Iteration 33Q: 3 clusters Score -2.699079e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 225363 members 
Entering Unmasked Estep 
Score: -26990792.000000 Penalty: 6119.054199
	Iteration 34Q: 3 clusters Score -2.699079e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 225346 members 
Entering Unmasked Estep 
Score: -26990788.000000 Penalty: 6119.054199
	Iteration 35Q: 3 clusters Score -2.699079e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 225345 members 
Entering Unmasked Estep 
Score: -26990784.000000 Penalty: 6119.054199
	Iteration 36Q: 3 clusters Score -2.699078e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 225345 members 
Entering Unmasked Estep 
Score: -26990788.000000 Penalty: 6119.054199
	Iteration 37Q: 3 clusters Score -2.699079e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 225341 members 
Entering Unmasked Estep 
Score: -26990788.000000 Penalty: 6119.054199
	Iteration 38Q: 3 clusters Score -2.699079e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 225339 members 
Entering Unmasked Estep 
Score: -26990796.000000 Penalty: 6119.054199
	Iteration 39Q: 3 clusters Score -2.69908e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 225340 members 
Entering Unmasked Estep 
Score: -26990804.000000 Penalty: 6119.054199
	Iteration 40F: 3 clusters Score -2.69908e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 225337 members 
Entering Unmasked Estep 
Score: -26990810.000000 Penalty: 6119.054199
	Iteration 41Q: 3 clusters Score -2.699081e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 225337 members 
Entering Unmasked Estep 
Score: -26990812.000000 Penalty: 6119.054199
	Iteration 42Q: 3 clusters Score -2.699081e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 225336 members 
Entering Unmasked Estep 
Score: -26990818.000000 Penalty: 6119.054199
	Iteration 43Q: 3 clusters Score -2.699082e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 225334 members 
Entering Unmasked Estep 
Score: -26990808.000000 Penalty: 6119.054199
	Iteration 44Q: 3 clusters Score -2.699081e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 225332 members 
Entering Unmasked Estep 
Score: -26990820.000000 Penalty: 6119.054199
	Iteration 45Q: 3 clusters Score -2.699082e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 225333 members 
Entering Unmasked Estep 
Score: -26990826.000000 Penalty: 6119.054199
	Iteration 46Q: 3 clusters Score -2.699083e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 225333 members 
Entering Unmasked Estep 
Score: -26990826.000000 Penalty: 6119.054199
	Iteration 47F: 3 clusters Score -2.699083e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (113069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113069 members 
Entering Unmasked Estep 
Score: -13460490.000000 Penalty: 2885.666992
	Iteration 0F: 2 clusters Score -1.346049e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56657 members 
Mstep: Class 2 contains 56412 members 
Entering Unmasked Estep 
Score: -13385057.000000 Penalty: 5771.333984
	Iteration 0F: 3 clusters Score -1.338506e+07 nChanged 53456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58641 members 
Mstep: Class 2 contains 54428 members 
Entering Unmasked Estep 
Score: -13415322.000000 Penalty: 5771.333984
	Iteration 1F: 3 clusters Score -1.341532e+07 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59987 members 
Mstep: Class 2 contains 53082 members 
Entering Unmasked Estep 
Score: -13415871.000000 Penalty: 5771.333984
	Iteration 2Q: 3 clusters Score -1.341587e+07 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62146 members 
Mstep: Class 2 contains 50923 members 
Entering Unmasked Estep 
Score: -13416750.000000 Penalty: 5771.333984
	Iteration 3Q: 3 clusters Score -1.341675e+07 nChanged 4031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65479 members 
Mstep: Class 2 contains 47590 members 
Entering Unmasked Estep 
Score: -13418041.000000 Penalty: 5771.333984
	Iteration 4Q: 3 clusters Score -1.341804e+07 nChanged 5365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70490 members 
Mstep: Class 2 contains 42579 members 
Entering Unmasked Estep 
Score: -13420278.000000 Penalty: 5771.333984
	Iteration 5Q: 3 clusters Score -1.342028e+07 nChanged 7314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77650 members 
Mstep: Class 2 contains 35419 members 
Entering Unmasked Estep 
Score: -13424636.000000 Penalty: 5771.333984
	Iteration 6F: 3 clusters Score -1.342464e+07 nChanged 9475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87053 members 
Mstep: Class 2 contains 26016 members 
Entering Unmasked Estep 
Score: -13432243.000000 Penalty: 5771.333984
	Iteration 7F: 3 clusters Score -1.343224e+07 nChanged 10303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97334 members 
Mstep: Class 2 contains 15735 members 
Entering Unmasked Estep 
Score: -13442213.000000 Penalty: 5771.333984
	Iteration 8F: 3 clusters Score -1.344221e+07 nChanged 8302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105622 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -13450618.000000 Penalty: 5771.333984
	Iteration 9F: 3 clusters Score -1.345062e+07 nChanged 4657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110279 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -13455217.000000 Penalty: 5771.333984
	Iteration 10Q: 3 clusters Score -1.345522e+07 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112151 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -13456968.000000 Penalty: 5771.333984
	Iteration 11Q: 3 clusters Score -1.345697e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112684 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -13457575.000000 Penalty: 5771.333984
	Iteration 12Q: 3 clusters Score -1.345758e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112787 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -13457767.000000 Penalty: 5771.333984
	Iteration 13Q: 3 clusters Score -1.345777e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112820 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -13457837.000000 Penalty: 5771.333984
	Iteration 14Q: 3 clusters Score -1.345784e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112835 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -13457852.000000 Penalty: 5771.333984
	Iteration 15Q: 3 clusters Score -1.345785e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112844 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -13457893.000000 Penalty: 5771.333984
	Iteration 16Q: 3 clusters Score -1.345789e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112853 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -13457936.000000 Penalty: 5771.333984
	Iteration 17Q: 3 clusters Score -1.345794e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112853 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -13457934.000000 Penalty: 5771.333984
	Iteration 18Q: 3 clusters Score -1.345793e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112853 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -13457943.000000 Penalty: 5771.333984
	Iteration 19Q: 3 clusters Score -1.345794e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112852 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -13457953.000000 Penalty: 5771.333984
	Iteration 20F: 3 clusters Score -1.345795e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112854 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -13457957.000000 Penalty: 5771.333984
	Iteration 21Q: 3 clusters Score -1.345796e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112855 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -13457953.000000 Penalty: 5771.333984
	Iteration 22Q: 3 clusters Score -1.345795e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112856 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -13457953.000000 Penalty: 5771.333984
	Iteration 23Q: 3 clusters Score -1.345795e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112856 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -13457961.000000 Penalty: 5771.333984
	Iteration 24Q: 3 clusters Score -1.345796e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112858 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -13457962.000000 Penalty: 5771.333984
	Iteration 25Q: 3 clusters Score -1.345796e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112859 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -13457971.000000 Penalty: 5771.333984
	Iteration 26Q: 3 clusters Score -1.345797e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112858 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -13457965.000000 Penalty: 5771.333984
	Iteration 27Q: 3 clusters Score -1.345796e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112858 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -13457965.000000 Penalty: 5771.333984
	Iteration 28F: 3 clusters Score -1.345796e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (40858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40858 members 
Entering Unmasked Estep 
Score: -4783631.000000 Penalty: 2633.228760
	Iteration 0F: 2 clusters Score -4783631 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20562 members 
Mstep: Class 2 contains 20296 members 
Entering Unmasked Estep 
Score: -4755938.000000 Penalty: 5266.457520
	Iteration 0F: 3 clusters Score -4755938 nChanged 18717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21217 members 
Mstep: Class 2 contains 19641 members 
Entering Unmasked Estep 
Score: -4766370.500000 Penalty: 5266.457520
	Iteration 1F: 3 clusters Score -4766370 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21671 members 
Mstep: Class 2 contains 19187 members 
Entering Unmasked Estep 
Score: -4766991.000000 Penalty: 5266.457520
	Iteration 2Q: 3 clusters Score -4766991 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22330 members 
Mstep: Class 2 contains 18528 members 
Entering Unmasked Estep 
Score: -4767688.500000 Penalty: 5266.457520
	Iteration 3Q: 3 clusters Score -4767688 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23223 members 
Mstep: Class 2 contains 17635 members 
Entering Unmasked Estep 
Score: -4768524.500000 Penalty: 5266.457520
	Iteration 4Q: 3 clusters Score -4768524 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24428 members 
Mstep: Class 2 contains 16430 members 
Entering Unmasked Estep 
Score: -4769584.000000 Penalty: 5266.457520
	Iteration 5F: 3 clusters Score -4769584 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26002 members 
Mstep: Class 2 contains 14856 members 
Entering Unmasked Estep 
Score: -4770886.000000 Penalty: 5266.457520
	Iteration 6F: 3 clusters Score -4770886 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27918 members 
Mstep: Class 2 contains 12940 members 
Entering Unmasked Estep 
Score: -4772410.500000 Penalty: 5266.457520
	Iteration 7F: 3 clusters Score -4772410 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30158 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -4774200.500000 Penalty: 5266.457520
	Iteration 8F: 3 clusters Score -4774200 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32417 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -4775996.000000 Penalty: 5266.457520
	Iteration 9F: 3 clusters Score -4775996 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34452 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -4777567.000000 Penalty: 5266.457520
	Iteration 10F: 3 clusters Score -4777567 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36059 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -4778715.500000 Penalty: 5266.457520
	Iteration 11Q: 3 clusters Score -4778716 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37299 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -4779603.500000 Penalty: 5266.457520
	Iteration 12Q: 3 clusters Score -4779604 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38215 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -4780246.500000 Penalty: 5266.457520
	Iteration 13Q: 3 clusters Score -4780246 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38835 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -4780635.500000 Penalty: 5266.457520
	Iteration 14Q: 3 clusters Score -4780636 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39238 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -4780880.000000 Penalty: 5266.457520
	Iteration 15Q: 3 clusters Score -4780880 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39516 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -4781018.500000 Penalty: 5266.457520
	Iteration 16Q: 3 clusters Score -4781018 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39689 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -4781109.500000 Penalty: 5266.457520
	Iteration 17Q: 3 clusters Score -4781110 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39802 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -4781185.500000 Penalty: 5266.457520
	Iteration 18Q: 3 clusters Score -4781186 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39882 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -4781241.500000 Penalty: 5266.457520
	Iteration 19Q: 3 clusters Score -4781242 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39939 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -4781271.000000 Penalty: 5266.457520
	Iteration 20F: 3 clusters Score -4781271 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39978 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -4781291.000000 Penalty: 5266.457520
	Iteration 21Q: 3 clusters Score -4781291 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40017 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -4781312.500000 Penalty: 5266.457520
	Iteration 22Q: 3 clusters Score -4781312 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40044 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -4781328.000000 Penalty: 5266.457520
	Iteration 23Q: 3 clusters Score -4781328 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40071 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -4781350.000000 Penalty: 5266.457520
	Iteration 24Q: 3 clusters Score -4781350 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40091 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -4781354.000000 Penalty: 5266.457520
	Iteration 25Q: 3 clusters Score -4781354 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40102 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -4781372.000000 Penalty: 5266.457520
	Iteration 26Q: 3 clusters Score -4781372 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40113 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -4781386.000000 Penalty: 5266.457520
	Iteration 27Q: 3 clusters Score -4781386 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40121 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -4781391.000000 Penalty: 5266.457520
	Iteration 28Q: 3 clusters Score -4781391 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40133 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -4781401.000000 Penalty: 5266.457520
	Iteration 29Q: 3 clusters Score -4781401 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40143 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -4781406.500000 Penalty: 5266.457520
	Iteration 30Q: 3 clusters Score -4781406 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40149 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -4781418.500000 Penalty: 5266.457520
	Iteration 31Q: 3 clusters Score -4781418 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40156 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -4781419.500000 Penalty: 5266.457520
	Iteration 32Q: 3 clusters Score -4781420 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40162 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -4781427.000000 Penalty: 5266.457520
	Iteration 33Q: 3 clusters Score -4781427 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40171 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -4781426.000000 Penalty: 5266.457520
	Iteration 34Q: 3 clusters Score -4781426 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40174 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -4781433.000000 Penalty: 5266.457520
	Iteration 35Q: 3 clusters Score -4781433 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40178 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -4781435.000000 Penalty: 5266.457520
	Iteration 36Q: 3 clusters Score -4781435 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40179 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -4781438.500000 Penalty: 5266.457520
	Iteration 37Q: 3 clusters Score -4781438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40182 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -4781442.000000 Penalty: 5266.457520
	Iteration 38Q: 3 clusters Score -4781442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40184 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -4781447.500000 Penalty: 5266.457520
	Iteration 39Q: 3 clusters Score -4781448 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40190 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -4781453.500000 Penalty: 5266.457520
	Iteration 40F: 3 clusters Score -4781454 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40193 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -4781457.000000 Penalty: 5266.457520
	Iteration 41Q: 3 clusters Score -4781457 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40197 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -4781461.500000 Penalty: 5266.457520
	Iteration 42Q: 3 clusters Score -4781462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40198 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -4781461.500000 Penalty: 5266.457520
	Iteration 43Q: 3 clusters Score -4781462 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40198 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -4781461.500000 Penalty: 5266.457520
	Iteration 44F: 3 clusters Score -4781462 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (12557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12557 members 
Entering Unmasked Estep 
Score: -1492147.000000 Penalty: 2340.632324
	Iteration 0F: 2 clusters Score -1492147 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -1482826.250000 Penalty: 4681.264648
	Iteration 0F: 3 clusters Score -1482826 nChanged 5335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -1485739.625000 Penalty: 4681.264648
	Iteration 1F: 3 clusters Score -1485740 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -1486162.375000 Penalty: 4681.264648
	Iteration 2F: 3 clusters Score -1486162 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -1486586.750000 Penalty: 4681.264648
	Iteration 3F: 3 clusters Score -1486587 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -1487094.375000 Penalty: 4681.264648
	Iteration 4F: 3 clusters Score -1487094 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -1487752.000000 Penalty: 4681.264648
	Iteration 5F: 3 clusters Score -1487752 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -1488472.875000 Penalty: 4681.264648
	Iteration 6F: 3 clusters Score -1488473 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -1489134.000000 Penalty: 4681.264648
	Iteration 7F: 3 clusters Score -1489134 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -1489636.375000 Penalty: 4681.264648
	Iteration 8F: 3 clusters Score -1489636 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -1489973.000000 Penalty: 4681.264648
	Iteration 9Q: 3 clusters Score -1489973 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -1490186.750000 Penalty: 4681.264648
	Iteration 10Q: 3 clusters Score -1490187 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1490331.375000 Penalty: 4681.264648
	Iteration 11Q: 3 clusters Score -1490331 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1490428.875000 Penalty: 4681.264648
	Iteration 12Q: 3 clusters Score -1490429 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1490505.250000 Penalty: 4681.264648
	Iteration 13Q: 3 clusters Score -1490505 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11620 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1490550.375000 Penalty: 4681.264648
	Iteration 14Q: 3 clusters Score -1490550 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1490586.000000 Penalty: 4681.264648
	Iteration 15Q: 3 clusters Score -1490586 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1490607.750000 Penalty: 4681.264648
	Iteration 16Q: 3 clusters Score -1490608 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1490630.625000 Penalty: 4681.264648
	Iteration 17Q: 3 clusters Score -1490631 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11778 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1490646.625000 Penalty: 4681.264648
	Iteration 18Q: 3 clusters Score -1490647 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1490668.750000 Penalty: 4681.264648
	Iteration 19Q: 3 clusters Score -1490669 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11822 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1490678.125000 Penalty: 4681.264648
	Iteration 20F: 3 clusters Score -1490678 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11833 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1490681.125000 Penalty: 4681.264648
	Iteration 21Q: 3 clusters Score -1490681 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11838 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1490684.250000 Penalty: 4681.264648
	Iteration 22Q: 3 clusters Score -1490684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1490687.000000 Penalty: 4681.264648
	Iteration 23Q: 3 clusters Score -1490687 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1490689.375000 Penalty: 4681.264648
	Iteration 24Q: 3 clusters Score -1490689 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1490689.750000 Penalty: 4681.264648
	Iteration 25Q: 3 clusters Score -1490690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1490691.500000 Penalty: 4681.264648
	Iteration 26Q: 3 clusters Score -1490692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1490698.625000 Penalty: 4681.264648
	Iteration 27Q: 3 clusters Score -1490699 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1490703.000000 Penalty: 4681.264648
	Iteration 28Q: 3 clusters Score -1490703 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1490708.125000 Penalty: 4681.264648
	Iteration 29Q: 3 clusters Score -1490708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11866 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1490708.500000 Penalty: 4681.264648
	Iteration 30Q: 3 clusters Score -1490708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1490707.750000 Penalty: 4681.264648
	Iteration 31Q: 3 clusters Score -1490708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1490711.875000 Penalty: 4681.264648
	Iteration 32Q: 3 clusters Score -1490712 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1490711.875000 Penalty: 4681.264648
	Iteration 33F: 3 clusters Score -1490712 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (213923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213923 members 
Entering Unmasked Estep 
Score: -25838714.000000 Penalty: 3043.796143
	Iteration 0F: 2 clusters Score -2.583871e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106720 members 
Mstep: Class 2 contains 107203 members 
Entering Unmasked Estep 
Score: -25707722.000000 Penalty: 6087.592285
	Iteration 0F: 3 clusters Score -2.570772e+07 nChanged 103230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103160 members 
Mstep: Class 2 contains 110763 members 
Entering Unmasked Estep 
Score: -25768702.000000 Penalty: 6087.592285
	Iteration 1F: 3 clusters Score -2.57687e+07 nChanged 5109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100903 members 
Mstep: Class 2 contains 113020 members 
Entering Unmasked Estep 
Score: -25769576.000000 Penalty: 6087.592285
	Iteration 2Q: 3 clusters Score -2.576958e+07 nChanged 5509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97320 members 
Mstep: Class 2 contains 116603 members 
Entering Unmasked Estep 
Score: -25770954.000000 Penalty: 6087.592285
	Iteration 3Q: 3 clusters Score -2.577095e+07 nChanged 6668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91704 members 
Mstep: Class 2 contains 122219 members 
Entering Unmasked Estep 
Score: -25772986.000000 Penalty: 6087.592285
	Iteration 4Q: 3 clusters Score -2.577299e+07 nChanged 8870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83194 members 
Mstep: Class 2 contains 130729 members 
Entering Unmasked Estep 
Score: -25776904.000000 Penalty: 6087.592285
	Iteration 5Q: 3 clusters Score -2.57769e+07 nChanged 12600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70706 members 
Mstep: Class 2 contains 143217 members 
Entering Unmasked Estep 
Score: -25784406.000000 Penalty: 6087.592285
	Iteration 6F: 3 clusters Score -2.578441e+07 nChanged 16904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53836 members 
Mstep: Class 2 contains 160087 members 
Entering Unmasked Estep 
Score: -25796488.000000 Penalty: 6087.592285
	Iteration 7F: 3 clusters Score -2.579649e+07 nChanged 19331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34521 members 
Mstep: Class 2 contains 179402 members 
Entering Unmasked Estep 
Score: -25810412.000000 Penalty: 6087.592285
	Iteration 8F: 3 clusters Score -2.581041e+07 nChanged 16745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17792 members 
Mstep: Class 2 contains 196131 members 
Entering Unmasked Estep 
Score: -25822228.000000 Penalty: 6087.592285
	Iteration 9F: 3 clusters Score -2.582223e+07 nChanged 10327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 206456 members 
Entering Unmasked Estep 
Score: -25830084.000000 Penalty: 6087.592285
	Iteration 10Q: 3 clusters Score -2.583008e+07 nChanged 4520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 210972 members 
Entering Unmasked Estep 
Score: -25833694.000000 Penalty: 6087.592285
	Iteration 11Q: 3 clusters Score -2.583369e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 212567 members 
Entering Unmasked Estep 
Score: -25835116.000000 Penalty: 6087.592285
	Iteration 12Q: 3 clusters Score -2.583512e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 213095 members 
Entering Unmasked Estep 
Score: -25835566.000000 Penalty: 6087.592285
	Iteration 13Q: 3 clusters Score -2.583557e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 213289 members 
Entering Unmasked Estep 
Score: -25835782.000000 Penalty: 6087.592285
	Iteration 14Q: 3 clusters Score -2.583578e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 213368 members 
Entering Unmasked Estep 
Score: -25835870.000000 Penalty: 6087.592285
	Iteration 15Q: 3 clusters Score -2.583587e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 213405 members 
Entering Unmasked Estep 
Score: -25835954.000000 Penalty: 6087.592285
	Iteration 16Q: 3 clusters Score -2.583595e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 213428 members 
Entering Unmasked Estep 
Score: -25836006.000000 Penalty: 6087.592285
	Iteration 17Q: 3 clusters Score -2.583601e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 213441 members 
Entering Unmasked Estep 
Score: -25836028.000000 Penalty: 6087.592285
	Iteration 18Q: 3 clusters Score -2.583603e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 213449 members 
Entering Unmasked Estep 
Score: -25836048.000000 Penalty: 6087.592285
	Iteration 19Q: 3 clusters Score -2.583605e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 213458 members 
Entering Unmasked Estep 
Score: -25836066.000000 Penalty: 6087.592285
	Iteration 20F: 3 clusters Score -2.583607e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 213459 members 
Entering Unmasked Estep 
Score: -25836100.000000 Penalty: 6087.592285
	Iteration 21Q: 3 clusters Score -2.58361e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 213461 members 
Entering Unmasked Estep 
Score: -25836084.000000 Penalty: 6087.592285
	Iteration 22Q: 3 clusters Score -2.583608e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 213464 members 
Entering Unmasked Estep 
Score: -25836076.000000 Penalty: 6087.592285
	Iteration 23Q: 3 clusters Score -2.583608e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 213468 members 
Entering Unmasked Estep 
Score: -25836116.000000 Penalty: 6087.592285
	Iteration 24Q: 3 clusters Score -2.583612e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 213474 members 
Entering Unmasked Estep 
Score: -25836116.000000 Penalty: 6087.592285
	Iteration 25Q: 3 clusters Score -2.583612e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 213484 members 
Entering Unmasked Estep 
Score: -25836124.000000 Penalty: 6087.592285
	Iteration 26Q: 3 clusters Score -2.583612e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 213487 members 
Entering Unmasked Estep 
Score: -25836142.000000 Penalty: 6087.592285
	Iteration 27Q: 3 clusters Score -2.583614e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 213492 members 
Entering Unmasked Estep 
Score: -25836150.000000 Penalty: 6087.592285
	Iteration 28Q: 3 clusters Score -2.583615e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 213494 members 
Entering Unmasked Estep 
Score: -25836146.000000 Penalty: 6087.592285
	Iteration 29Q: 3 clusters Score -2.583615e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 213494 members 
Entering Unmasked Estep 
Score: -25836148.000000 Penalty: 6087.592285
	Iteration 30Q: 3 clusters Score -2.583615e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 213495 members 
Entering Unmasked Estep 
Score: -25836148.000000 Penalty: 6087.592285
	Iteration 31Q: 3 clusters Score -2.583615e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 213497 members 
Entering Unmasked Estep 
Score: -25836156.000000 Penalty: 6087.592285
	Iteration 32Q: 3 clusters Score -2.583616e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 213498 members 
Entering Unmasked Estep 
Score: -25836134.000000 Penalty: 6087.592285
	Iteration 33Q: 3 clusters Score -2.583613e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 213500 members 
Entering Unmasked Estep 
Score: -25836128.000000 Penalty: 6087.592285
	Iteration 34Q: 3 clusters Score -2.583613e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 213499 members 
Entering Unmasked Estep 
Score: -25836134.000000 Penalty: 6087.592285
	Iteration 35Q: 3 clusters Score -2.583613e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 213499 members 
Entering Unmasked Estep 
Score: -25836124.000000 Penalty: 6087.592285
	Iteration 36Q: 3 clusters Score -2.583612e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 213499 members 
Entering Unmasked Estep 
Score: -25836126.000000 Penalty: 6087.592285
	Iteration 37Q: 3 clusters Score -2.583613e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 213500 members 
Entering Unmasked Estep 
Score: -25836132.000000 Penalty: 6087.592285
	Iteration 38Q: 3 clusters Score -2.583613e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 213499 members 
Entering Unmasked Estep 
Score: -25836136.000000 Penalty: 6087.592285
	Iteration 39Q: 3 clusters Score -2.583614e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 213499 members 
Entering Unmasked Estep 
Score: -25836136.000000 Penalty: 6087.592285
	Iteration 40F: 3 clusters Score -2.583614e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Entering Unmasked Estep 
Score: -105598.406250 Penalty: 1714.853271
	Iteration 0F: 2 clusters Score -105598.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -103690.234375 Penalty: 3429.706543
	Iteration 0F: 3 clusters Score -103690.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -103993.984375 Penalty: 3429.706543
	Iteration 1F: 3 clusters Score -103994 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -104113.281250 Penalty: 3429.706543
	Iteration 2F: 3 clusters Score -104113.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -104199.070312 Penalty: 3429.706543
	Iteration 3Q: 3 clusters Score -104199.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -104262.546875 Penalty: 3429.706543
	Iteration 4Q: 3 clusters Score -104262.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -104314.468750 Penalty: 3429.706543
	Iteration 5Q: 3 clusters Score -104314.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -104348.367188 Penalty: 3429.706543
	Iteration 6Q: 3 clusters Score -104348.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -104392.187500 Penalty: 3429.706543
	Iteration 7Q: 3 clusters Score -104392.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -104438.968750 Penalty: 3429.706543
	Iteration 8Q: 3 clusters Score -104439 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -104490.320312 Penalty: 3429.706543
	Iteration 9Q: 3 clusters Score -104490.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -104536.796875 Penalty: 3429.706543
	Iteration 10Q: 3 clusters Score -104536.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -104572.046875 Penalty: 3429.706543
	Iteration 11Q: 3 clusters Score -104572 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -104593.218750 Penalty: 3429.706543
	Iteration 12Q: 3 clusters Score -104593.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -104615.093750 Penalty: 3429.706543
	Iteration 13Q: 3 clusters Score -104615.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -104633.750000 Penalty: 3429.706543
	Iteration 14Q: 3 clusters Score -104633.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -104655.500000 Penalty: 3429.706543
	Iteration 15Q: 3 clusters Score -104655.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -104678.632812 Penalty: 3429.706543
	Iteration 16Q: 3 clusters Score -104678.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -104702.382812 Penalty: 3429.706543
	Iteration 17Q: 3 clusters Score -104702.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -104734.601562 Penalty: 3429.706543
	Iteration 18Q: 3 clusters Score -104734.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -104750.398438 Penalty: 3429.706543
	Iteration 19Q: 3 clusters Score -104750.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -104762.265625 Penalty: 3429.706543
	Iteration 20F: 3 clusters Score -104762.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -104784.359375 Penalty: 3429.706543
	Iteration 21Q: 3 clusters Score -104784.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -104796.281250 Penalty: 3429.706543
	Iteration 22Q: 3 clusters Score -104796.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -104805.218750 Penalty: 3429.706543
	Iteration 23Q: 3 clusters Score -104805.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -104807.234375 Penalty: 3429.706543
	Iteration 24Q: 3 clusters Score -104807.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -104809.265625 Penalty: 3429.706543
	Iteration 25Q: 3 clusters Score -104809.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -104813.921875 Penalty: 3429.706543
	Iteration 26Q: 3 clusters Score -104813.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -104821.210938 Penalty: 3429.706543
	Iteration 27Q: 3 clusters Score -104821.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -104825.695312 Penalty: 3429.706543
	Iteration 28Q: 3 clusters Score -104825.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -104829.335938 Penalty: 3429.706543
	Iteration 29Q: 3 clusters Score -104829.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -104829.335938 Penalty: 3429.706543
	Iteration 30F: 3 clusters Score -104829.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (25232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25232 members 
Entering Unmasked Estep 
Score: -2900030.500000 Penalty: 2513.695312
	Iteration 0F: 2 clusters Score -2900030 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12514 members 
Mstep: Class 2 contains 12718 members 
Entering Unmasked Estep 
Score: -2882475.500000 Penalty: 5027.390625
	Iteration 0F: 3 clusters Score -2882476 nChanged 11369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11931 members 
Mstep: Class 2 contains 13301 members 
Entering Unmasked Estep 
Score: -2888792.250000 Penalty: 5027.390625
	Iteration 1F: 3 clusters Score -2888792 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 13663 members 
Entering Unmasked Estep 
Score: -2889536.750000 Penalty: 5027.390625
	Iteration 2F: 3 clusters Score -2889537 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10992 members 
Mstep: Class 2 contains 14240 members 
Entering Unmasked Estep 
Score: -2890531.750000 Penalty: 5027.390625
	Iteration 3F: 3 clusters Score -2890532 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 15114 members 
Entering Unmasked Estep 
Score: -2891606.500000 Penalty: 5027.390625
	Iteration 4F: 3 clusters Score -2891606 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 16318 members 
Entering Unmasked Estep 
Score: -2892787.500000 Penalty: 5027.390625
	Iteration 5F: 3 clusters Score -2892788 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 17782 members 
Entering Unmasked Estep 
Score: -2894090.750000 Penalty: 5027.390625
	Iteration 6F: 3 clusters Score -2894091 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 19277 members 
Entering Unmasked Estep 
Score: -2895540.000000 Penalty: 5027.390625
	Iteration 7F: 3 clusters Score -2895540 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 20509 members 
Entering Unmasked Estep 
Score: -2896915.500000 Penalty: 5027.390625
	Iteration 8F: 3 clusters Score -2896916 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 21383 members 
Entering Unmasked Estep 
Score: -2898161.750000 Penalty: 5027.390625
	Iteration 9Q: 3 clusters Score -2898162 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 21903 members 
Entering Unmasked Estep 
Score: -2898840.250000 Penalty: 5027.390625
	Iteration 10Q: 3 clusters Score -2898840 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 22225 members 
Entering Unmasked Estep 
Score: -2899144.500000 Penalty: 5027.390625
	Iteration 11Q: 3 clusters Score -2899144 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 22441 members 
Entering Unmasked Estep 
Score: -2899317.000000 Penalty: 5027.390625
	Iteration 12Q: 3 clusters Score -2899317 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 22618 members 
Entering Unmasked Estep 
Score: -2899421.750000 Penalty: 5027.390625
	Iteration 13Q: 3 clusters Score -2899422 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 22728 members 
Entering Unmasked Estep 
Score: -2899469.750000 Penalty: 5027.390625
	Iteration 14Q: 3 clusters Score -2899470 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 22809 members 
Entering Unmasked Estep 
Score: -2899499.750000 Penalty: 5027.390625
	Iteration 15Q: 3 clusters Score -2899500 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 22873 members 
Entering Unmasked Estep 
Score: -2899522.500000 Penalty: 5027.390625
	Iteration 16Q: 3 clusters Score -2899522 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 22918 members 
Entering Unmasked Estep 
Score: -2899540.250000 Penalty: 5027.390625
	Iteration 17Q: 3 clusters Score -2899540 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 22958 members 
Entering Unmasked Estep 
Score: -2899548.750000 Penalty: 5027.390625
	Iteration 18Q: 3 clusters Score -2899549 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 22987 members 
Entering Unmasked Estep 
Score: -2899564.250000 Penalty: 5027.390625
	Iteration 19Q: 3 clusters Score -2899564 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 23009 members 
Entering Unmasked Estep 
Score: -2899557.500000 Penalty: 5027.390625
	Iteration 20F: 3 clusters Score -2899558 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 23026 members 
Entering Unmasked Estep 
Score: -2899566.750000 Penalty: 5027.390625
	Iteration 21Q: 3 clusters Score -2899567 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 23041 members 
Entering Unmasked Estep 
Score: -2899558.750000 Penalty: 5027.390625
	Iteration 22Q: 3 clusters Score -2899559 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 23046 members 
Entering Unmasked Estep 
Score: -2899565.250000 Penalty: 5027.390625
	Iteration 23Q: 3 clusters Score -2899565 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 23050 members 
Entering Unmasked Estep 
Score: -2899571.250000 Penalty: 5027.390625
	Iteration 24Q: 3 clusters Score -2899571 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 23058 members 
Entering Unmasked Estep 
Score: -2899567.000000 Penalty: 5027.390625
	Iteration 25Q: 3 clusters Score -2899567 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 23062 members 
Entering Unmasked Estep 
Score: -2899569.250000 Penalty: 5027.390625
	Iteration 26Q: 3 clusters Score -2899569 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 23068 members 
Entering Unmasked Estep 
Score: -2899571.000000 Penalty: 5027.390625
	Iteration 27Q: 3 clusters Score -2899571 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 23069 members 
Entering Unmasked Estep 
Score: -2899571.250000 Penalty: 5027.390625
	Iteration 28Q: 3 clusters Score -2899571 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 23069 members 
Entering Unmasked Estep 
Score: -2899571.250000 Penalty: 5027.390625
	Iteration 29F: 3 clusters Score -2899571 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Entering Unmasked Estep 
Score: -102386.453125 Penalty: 1706.080322
	Iteration 0F: 2 clusters Score -102386.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -100500.007812 Penalty: 3412.160645
	Iteration 0F: 3 clusters Score -100500 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -100897.085938 Penalty: 3412.160645
	Iteration 1F: 3 clusters Score -100897.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -101131.007812 Penalty: 3412.160645
	Iteration 2F: 3 clusters Score -101131 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -101270.687500 Penalty: 3412.160645
	Iteration 3F: 3 clusters Score -101270.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -101378.109375 Penalty: 3412.160645
	Iteration 4Q: 3 clusters Score -101378.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -101485.359375 Penalty: 3412.160645
	Iteration 5Q: 3 clusters Score -101485.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -101552.859375 Penalty: 3412.160645
	Iteration 6Q: 3 clusters Score -101552.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -101592.039062 Penalty: 3412.160645
	Iteration 7Q: 3 clusters Score -101592 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -101615.335938 Penalty: 3412.160645
	Iteration 8Q: 3 clusters Score -101615.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -101625.539062 Penalty: 3412.160645
	Iteration 9Q: 3 clusters Score -101625.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -101632.851562 Penalty: 3412.160645
	Iteration 10Q: 3 clusters Score -101632.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -101638.453125 Penalty: 3412.160645
	Iteration 11Q: 3 clusters Score -101638.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -101640.335938 Penalty: 3412.160645
	Iteration 12Q: 3 clusters Score -101640.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -101641.070312 Penalty: 3412.160645
	Iteration 13Q: 3 clusters Score -101641.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -101643.007812 Penalty: 3412.160645
	Iteration 14Q: 3 clusters Score -101643 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -101643.765625 Penalty: 3412.160645
	Iteration 15Q: 3 clusters Score -101643.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -101643.765625 Penalty: 3412.160645
	Iteration 16F: 3 clusters Score -101643.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Entering Unmasked Estep 
Score: -470164.406250 Penalty: 2075.550781
	Iteration 0F: 2 clusters Score -470164.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -466116.531250 Penalty: 4151.101562
	Iteration 0F: 3 clusters Score -466116.5 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -467143.031250 Penalty: 4151.101562
	Iteration 1F: 3 clusters Score -467143 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -467308.781250 Penalty: 4151.101562
	Iteration 2F: 3 clusters Score -467308.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -467391.156250 Penalty: 4151.101562
	Iteration 3Q: 3 clusters Score -467391.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -467460.250000 Penalty: 4151.101562
	Iteration 4Q: 3 clusters Score -467460.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -467513.125000 Penalty: 4151.101562
	Iteration 5Q: 3 clusters Score -467513.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -467559.250000 Penalty: 4151.101562
	Iteration 6Q: 3 clusters Score -467559.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -467588.218750 Penalty: 4151.101562
	Iteration 7Q: 3 clusters Score -467588.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -467608.500000 Penalty: 4151.101562
	Iteration 8Q: 3 clusters Score -467608.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -467631.687500 Penalty: 4151.101562
	Iteration 9Q: 3 clusters Score -467631.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -467648.468750 Penalty: 4151.101562
	Iteration 10Q: 3 clusters Score -467648.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -467659.281250 Penalty: 4151.101562
	Iteration 11Q: 3 clusters Score -467659.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -467665.562500 Penalty: 4151.101562
	Iteration 12Q: 3 clusters Score -467665.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -467674.125000 Penalty: 4151.101562
	Iteration 13Q: 3 clusters Score -467674.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -467683.843750 Penalty: 4151.101562
	Iteration 14Q: 3 clusters Score -467683.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -467695.093750 Penalty: 4151.101562
	Iteration 15Q: 3 clusters Score -467695.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -467705.156250 Penalty: 4151.101562
	Iteration 16Q: 3 clusters Score -467705.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -467712.843750 Penalty: 4151.101562
	Iteration 17Q: 3 clusters Score -467712.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -467721.531250 Penalty: 4151.101562
	Iteration 18Q: 3 clusters Score -467721.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -467726.906250 Penalty: 4151.101562
	Iteration 19Q: 3 clusters Score -467726.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -467735.937500 Penalty: 4151.101562
	Iteration 20F: 3 clusters Score -467735.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -467746.906250 Penalty: 4151.101562
	Iteration 21Q: 3 clusters Score -467746.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -467752.437500 Penalty: 4151.101562
	Iteration 22Q: 3 clusters Score -467752.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -467757.781250 Penalty: 4151.101562
	Iteration 23Q: 3 clusters Score -467757.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -467761.593750 Penalty: 4151.101562
	Iteration 24Q: 3 clusters Score -467761.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -467764.593750 Penalty: 4151.101562
	Iteration 25Q: 3 clusters Score -467764.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -467766.718750 Penalty: 4151.101562
	Iteration 26Q: 3 clusters Score -467766.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -467767.468750 Penalty: 4151.101562
	Iteration 27Q: 3 clusters Score -467767.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -467767.781250 Penalty: 4151.101562
	Iteration 28Q: 3 clusters Score -467767.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -467769.156250 Penalty: 4151.101562
	Iteration 29Q: 3 clusters Score -467769.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -467769.312500 Penalty: 4151.101562
	Iteration 30Q: 3 clusters Score -467769.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -467771.718750 Penalty: 4151.101562
	Iteration 31Q: 3 clusters Score -467771.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -467771.031250 Penalty: 4151.101562
	Iteration 32Q: 3 clusters Score -467771 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -467771.437500 Penalty: 4151.101562
	Iteration 33Q: 3 clusters Score -467771.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -467771.375000 Penalty: 4151.101562
	Iteration 34Q: 3 clusters Score -467771.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -467771.375000 Penalty: 4151.101562
	Iteration 35F: 3 clusters Score -467771.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (17279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17279 members 
Entering Unmasked Estep 
Score: -2005886.250000 Penalty: 2419.797363
	Iteration 0F: 2 clusters Score -2005886 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -1993599.375000 Penalty: 4839.594727
	Iteration 0F: 3 clusters Score -1993599 nChanged 7554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -1997755.250000 Penalty: 4839.594727
	Iteration 1F: 3 clusters Score -1997755 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -1998311.250000 Penalty: 4839.594727
	Iteration 2F: 3 clusters Score -1998311 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -1998838.625000 Penalty: 4839.594727
	Iteration 3F: 3 clusters Score -1998839 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -1999363.000000 Penalty: 4839.594727
	Iteration 4F: 3 clusters Score -1999363 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -1999830.000000 Penalty: 4839.594727
	Iteration 5Q: 3 clusters Score -1999830 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -2000225.500000 Penalty: 4839.594727
	Iteration 6Q: 3 clusters Score -2000226 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -2000569.000000 Penalty: 4839.594727
	Iteration 7Q: 3 clusters Score -2000569 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -2000856.500000 Penalty: 4839.594727
	Iteration 8Q: 3 clusters Score -2000856 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -2001107.625000 Penalty: 4839.594727
	Iteration 9Q: 3 clusters Score -2001108 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -2001311.625000 Penalty: 4839.594727
	Iteration 10Q: 3 clusters Score -2001312 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -2001511.375000 Penalty: 4839.594727
	Iteration 11Q: 3 clusters Score -2001511 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -2001681.750000 Penalty: 4839.594727
	Iteration 12Q: 3 clusters Score -2001682 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -2001854.375000 Penalty: 4839.594727
	Iteration 13Q: 3 clusters Score -2001854 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -2002006.000000 Penalty: 4839.594727
	Iteration 14Q: 3 clusters Score -2002006 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -2002146.625000 Penalty: 4839.594727
	Iteration 15Q: 3 clusters Score -2002147 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -2002258.250000 Penalty: 4839.594727
	Iteration 16Q: 3 clusters Score -2002258 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -2002365.750000 Penalty: 4839.594727
	Iteration 17Q: 3 clusters Score -2002366 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -2002459.500000 Penalty: 4839.594727
	Iteration 18Q: 3 clusters Score -2002460 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -2002535.750000 Penalty: 4839.594727
	Iteration 19Q: 3 clusters Score -2002536 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -2002614.875000 Penalty: 4839.594727
	Iteration 20F: 3 clusters Score -2002615 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -2002700.250000 Penalty: 4839.594727
	Iteration 21Q: 3 clusters Score -2002700 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -2002799.000000 Penalty: 4839.594727
	Iteration 22Q: 3 clusters Score -2002799 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -2002899.750000 Penalty: 4839.594727
	Iteration 23Q: 3 clusters Score -2002900 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -2003009.750000 Penalty: 4839.594727
	Iteration 24Q: 3 clusters Score -2003010 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -2003120.875000 Penalty: 4839.594727
	Iteration 25Q: 3 clusters Score -2003121 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -2003217.375000 Penalty: 4839.594727
	Iteration 26Q: 3 clusters Score -2003217 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -2003319.875000 Penalty: 4839.594727
	Iteration 27Q: 3 clusters Score -2003320 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -2003410.375000 Penalty: 4839.594727
	Iteration 28Q: 3 clusters Score -2003410 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -2003495.625000 Penalty: 4839.594727
	Iteration 29Q: 3 clusters Score -2003496 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -2003577.500000 Penalty: 4839.594727
	Iteration 30Q: 3 clusters Score -2003578 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -2003637.875000 Penalty: 4839.594727
	Iteration 31Q: 3 clusters Score -2003638 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -2003678.500000 Penalty: 4839.594727
	Iteration 32Q: 3 clusters Score -2003678 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -2003713.375000 Penalty: 4839.594727
	Iteration 33Q: 3 clusters Score -2003713 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -2003738.125000 Penalty: 4839.594727
	Iteration 34Q: 3 clusters Score -2003738 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -2003770.125000 Penalty: 4839.594727
	Iteration 35Q: 3 clusters Score -2003770 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -2003796.875000 Penalty: 4839.594727
	Iteration 36Q: 3 clusters Score -2003797 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -2003833.250000 Penalty: 4839.594727
	Iteration 37Q: 3 clusters Score -2003833 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -2003851.750000 Penalty: 4839.594727
	Iteration 38Q: 3 clusters Score -2003852 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -2003872.375000 Penalty: 4839.594727
	Iteration 39Q: 3 clusters Score -2003872 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -2003885.750000 Penalty: 4839.594727
	Iteration 40F: 3 clusters Score -2003886 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -2003901.875000 Penalty: 4839.594727
	Iteration 41Q: 3 clusters Score -2003902 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -2003917.000000 Penalty: 4839.594727
	Iteration 42Q: 3 clusters Score -2003917 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -2003935.750000 Penalty: 4839.594727
	Iteration 43Q: 3 clusters Score -2003936 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -2003951.875000 Penalty: 4839.594727
	Iteration 44Q: 3 clusters Score -2003952 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -2003965.750000 Penalty: 4839.594727
	Iteration 45Q: 3 clusters Score -2003966 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -2003994.375000 Penalty: 4839.594727
	Iteration 46Q: 3 clusters Score -2003994 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -2004013.125000 Penalty: 4839.594727
	Iteration 47Q: 3 clusters Score -2004013 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -2004030.125000 Penalty: 4839.594727
	Iteration 48Q: 3 clusters Score -2004030 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -2004050.500000 Penalty: 4839.594727
	Iteration 49Q: 3 clusters Score -2004050 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -2004062.625000 Penalty: 4839.594727
	Iteration 50Q: 3 clusters Score -2004063 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -2004073.625000 Penalty: 4839.594727
	Iteration 51Q: 3 clusters Score -2004074 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -2004081.875000 Penalty: 4839.594727
	Iteration 52Q: 3 clusters Score -2004082 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -2004098.500000 Penalty: 4839.594727
	Iteration 53Q: 3 clusters Score -2004098 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -2004104.750000 Penalty: 4839.594727
	Iteration 54Q: 3 clusters Score -2004105 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -2004114.375000 Penalty: 4839.594727
	Iteration 55Q: 3 clusters Score -2004114 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -2004129.375000 Penalty: 4839.594727
	Iteration 56Q: 3 clusters Score -2004129 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -2004138.750000 Penalty: 4839.594727
	Iteration 57Q: 3 clusters Score -2004139 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -2004159.250000 Penalty: 4839.594727
	Iteration 58Q: 3 clusters Score -2004159 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -2004172.500000 Penalty: 4839.594727
	Iteration 59Q: 3 clusters Score -2004172 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -2004192.750000 Penalty: 4839.594727
	Iteration 60F: 3 clusters Score -2004193 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -2004193.875000 Penalty: 4839.594727
	Iteration 61Q: 3 clusters Score -2004194 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -2004196.500000 Penalty: 4839.594727
	Iteration 62Q: 3 clusters Score -2004196 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -2004216.875000 Penalty: 4839.594727
	Iteration 63Q: 3 clusters Score -2004217 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -2004228.500000 Penalty: 4839.594727
	Iteration 64Q: 3 clusters Score -2004228 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -2004247.250000 Penalty: 4839.594727
	Iteration 65Q: 3 clusters Score -2004247 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -2004256.500000 Penalty: 4839.594727
	Iteration 66Q: 3 clusters Score -2004256 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -2004278.375000 Penalty: 4839.594727
	Iteration 67Q: 3 clusters Score -2004278 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -2004294.750000 Penalty: 4839.594727
	Iteration 68Q: 3 clusters Score -2004295 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -2004313.000000 Penalty: 4839.594727
	Iteration 69Q: 3 clusters Score -2004313 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -2004327.125000 Penalty: 4839.594727
	Iteration 70Q: 3 clusters Score -2004327 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -2004335.750000 Penalty: 4839.594727
	Iteration 71Q: 3 clusters Score -2004336 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -2004350.500000 Penalty: 4839.594727
	Iteration 72Q: 3 clusters Score -2004350 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -2004357.250000 Penalty: 4839.594727
	Iteration 73Q: 3 clusters Score -2004357 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -2004373.125000 Penalty: 4839.594727
	Iteration 74Q: 3 clusters Score -2004373 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -2004384.125000 Penalty: 4839.594727
	Iteration 75Q: 3 clusters Score -2004384 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -2004387.750000 Penalty: 4839.594727
	Iteration 76Q: 3 clusters Score -2004388 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -2004393.000000 Penalty: 4839.594727
	Iteration 77Q: 3 clusters Score -2004393 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -2004397.625000 Penalty: 4839.594727
	Iteration 78Q: 3 clusters Score -2004398 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -2004404.875000 Penalty: 4839.594727
	Iteration 79Q: 3 clusters Score -2004405 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -2004414.875000 Penalty: 4839.594727
	Iteration 80F: 3 clusters Score -2004415 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -2004423.250000 Penalty: 4839.594727
	Iteration 81Q: 3 clusters Score -2004423 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -2004435.875000 Penalty: 4839.594727
	Iteration 82Q: 3 clusters Score -2004436 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -2004445.000000 Penalty: 4839.594727
	Iteration 83Q: 3 clusters Score -2004445 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -2004456.875000 Penalty: 4839.594727
	Iteration 84Q: 3 clusters Score -2004457 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -2004466.625000 Penalty: 4839.594727
	Iteration 85Q: 3 clusters Score -2004467 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -2004473.750000 Penalty: 4839.594727
	Iteration 86Q: 3 clusters Score -2004474 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -2004472.125000 Penalty: 4839.594727
	Iteration 87Q: 3 clusters Score -2004472 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -2004477.250000 Penalty: 4839.594727
	Iteration 88Q: 3 clusters Score -2004477 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -2004480.500000 Penalty: 4839.594727
	Iteration 89Q: 3 clusters Score -2004480 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -2004490.875000 Penalty: 4839.594727
	Iteration 90Q: 3 clusters Score -2004491 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -2004492.375000 Penalty: 4839.594727
	Iteration 91Q: 3 clusters Score -2004492 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -2004502.250000 Penalty: 4839.594727
	Iteration 92Q: 3 clusters Score -2004502 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -2004507.500000 Penalty: 4839.594727
	Iteration 93Q: 3 clusters Score -2004508 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -2004510.500000 Penalty: 4839.594727
	Iteration 94Q: 3 clusters Score -2004510 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -2004505.000000 Penalty: 4839.594727
	Iteration 95Q: 3 clusters Score -2004505 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -2004509.875000 Penalty: 4839.594727
	Iteration 96Q: 3 clusters Score -2004510 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -2004509.500000 Penalty: 4839.594727
	Iteration 97Q: 3 clusters Score -2004510 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -2004511.000000 Penalty: 4839.594727
	Iteration 98Q: 3 clusters Score -2004511 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -2004512.375000 Penalty: 4839.594727
	Iteration 99Q: 3 clusters Score -2004512 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -2004515.250000 Penalty: 4839.594727
	Iteration 100F: 3 clusters Score -2004515 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -2004517.875000 Penalty: 4839.594727
	Iteration 101Q: 3 clusters Score -2004518 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -2004522.000000 Penalty: 4839.594727
	Iteration 102Q: 3 clusters Score -2004522 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -2004529.375000 Penalty: 4839.594727
	Iteration 103Q: 3 clusters Score -2004529 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -2004531.375000 Penalty: 4839.594727
	Iteration 104Q: 3 clusters Score -2004531 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -2004540.750000 Penalty: 4839.594727
	Iteration 105Q: 3 clusters Score -2004541 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -2004555.250000 Penalty: 4839.594727
	Iteration 106Q: 3 clusters Score -2004555 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -2004581.250000 Penalty: 4839.594727
	Iteration 107Q: 3 clusters Score -2004581 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -2004612.625000 Penalty: 4839.594727
	Iteration 108Q: 3 clusters Score -2004613 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -2004634.250000 Penalty: 4839.594727
	Iteration 109Q: 3 clusters Score -2004634 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -2004666.125000 Penalty: 4839.594727
	Iteration 110Q: 3 clusters Score -2004666 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -2004704.250000 Penalty: 4839.594727
	Iteration 111Q: 3 clusters Score -2004704 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -2004732.750000 Penalty: 4839.594727
	Iteration 112Q: 3 clusters Score -2004733 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 11344 members 
Entering Unmasked Estep 
Score: -2004767.125000 Penalty: 4839.594727
	Iteration 113Q: 3 clusters Score -2004767 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -2004798.375000 Penalty: 4839.594727
	Iteration 114Q: 3 clusters Score -2004798 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -2004829.375000 Penalty: 4839.594727
	Iteration 115Q: 3 clusters Score -2004829 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -2004846.250000 Penalty: 4839.594727
	Iteration 116Q: 3 clusters Score -2004846 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -2004852.125000 Penalty: 4839.594727
	Iteration 117Q: 3 clusters Score -2004852 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -2004863.500000 Penalty: 4839.594727
	Iteration 118Q: 3 clusters Score -2004864 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -2004873.875000 Penalty: 4839.594727
	Iteration 119Q: 3 clusters Score -2004874 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -2004881.000000 Penalty: 4839.594727
	Iteration 120F: 3 clusters Score -2004881 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -2004888.500000 Penalty: 4839.594727
	Iteration 121Q: 3 clusters Score -2004888 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -2004894.375000 Penalty: 4839.594727
	Iteration 122Q: 3 clusters Score -2004894 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -2004899.625000 Penalty: 4839.594727
	Iteration 123Q: 3 clusters Score -2004900 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
Score: -2004903.875000 Penalty: 4839.594727
	Iteration 124Q: 3 clusters Score -2004904 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 11814 members 
Entering Unmasked Estep 
Score: -2004904.375000 Penalty: 4839.594727
	Iteration 125Q: 3 clusters Score -2004904 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -2004902.000000 Penalty: 4839.594727
	Iteration 126Q: 3 clusters Score -2004902 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 11831 members 
Entering Unmasked Estep 
Score: -2004902.625000 Penalty: 4839.594727
	Iteration 127Q: 3 clusters Score -2004903 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -2004904.125000 Penalty: 4839.594727
	Iteration 128Q: 3 clusters Score -2004904 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -2004904.125000 Penalty: 4839.594727
	Iteration 129F: 3 clusters Score -2004904 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (9983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Entering Unmasked Estep 
Score: -1172181.875000 Penalty: 2283.742432
	Iteration 0F: 2 clusters Score -1172182 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -1164528.125000 Penalty: 4567.484863
	Iteration 0F: 3 clusters Score -1164528 nChanged 4119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -1166724.625000 Penalty: 4567.484863
	Iteration 1F: 3 clusters Score -1166725 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -1166990.125000 Penalty: 4567.484863
	Iteration 2F: 3 clusters Score -1166990 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1167192.500000 Penalty: 4567.484863
	Iteration 3Q: 3 clusters Score -1167192 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -1167356.375000 Penalty: 4567.484863
	Iteration 4Q: 3 clusters Score -1167356 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -1167497.250000 Penalty: 4567.484863
	Iteration 5Q: 3 clusters Score -1167497 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -1167633.750000 Penalty: 4567.484863
	Iteration 6Q: 3 clusters Score -1167634 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -1167768.500000 Penalty: 4567.484863
	Iteration 7Q: 3 clusters Score -1167768 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -1167930.250000 Penalty: 4567.484863
	Iteration 8Q: 3 clusters Score -1167930 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -1168089.250000 Penalty: 4567.484863
	Iteration 9Q: 3 clusters Score -1168089 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -1168258.125000 Penalty: 4567.484863
	Iteration 10Q: 3 clusters Score -1168258 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -1168414.750000 Penalty: 4567.484863
	Iteration 11Q: 3 clusters Score -1168415 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -1168607.500000 Penalty: 4567.484863
	Iteration 12Q: 3 clusters Score -1168608 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -1168827.625000 Penalty: 4567.484863
	Iteration 13Q: 3 clusters Score -1168828 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -1169051.125000 Penalty: 4567.484863
	Iteration 14Q: 3 clusters Score -1169051 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -1169255.875000 Penalty: 4567.484863
	Iteration 15Q: 3 clusters Score -1169256 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -1169449.250000 Penalty: 4567.484863
	Iteration 16Q: 3 clusters Score -1169449 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -1169625.500000 Penalty: 4567.484863
	Iteration 17Q: 3 clusters Score -1169626 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -1169762.875000 Penalty: 4567.484863
	Iteration 18Q: 3 clusters Score -1169763 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -1169859.125000 Penalty: 4567.484863
	Iteration 19Q: 3 clusters Score -1169859 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -1169926.125000 Penalty: 4567.484863
	Iteration 20F: 3 clusters Score -1169926 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -1169972.375000 Penalty: 4567.484863
	Iteration 21Q: 3 clusters Score -1169972 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -1170023.625000 Penalty: 4567.484863
	Iteration 22Q: 3 clusters Score -1170024 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -1170057.250000 Penalty: 4567.484863
	Iteration 23Q: 3 clusters Score -1170057 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -1170092.500000 Penalty: 4567.484863
	Iteration 24Q: 3 clusters Score -1170092 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -1170113.625000 Penalty: 4567.484863
	Iteration 25Q: 3 clusters Score -1170114 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -1170132.375000 Penalty: 4567.484863
	Iteration 26Q: 3 clusters Score -1170132 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -1170147.625000 Penalty: 4567.484863
	Iteration 27Q: 3 clusters Score -1170148 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -1170152.125000 Penalty: 4567.484863
	Iteration 28Q: 3 clusters Score -1170152 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -1170157.375000 Penalty: 4567.484863
	Iteration 29Q: 3 clusters Score -1170157 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -1170160.000000 Penalty: 4567.484863
	Iteration 30Q: 3 clusters Score -1170160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -1170164.000000 Penalty: 4567.484863
	Iteration 31Q: 3 clusters Score -1170164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -1170165.375000 Penalty: 4567.484863
	Iteration 32Q: 3 clusters Score -1170165 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -1170169.375000 Penalty: 4567.484863
	Iteration 33Q: 3 clusters Score -1170169 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -1170173.750000 Penalty: 4567.484863
	Iteration 34Q: 3 clusters Score -1170174 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -1170178.000000 Penalty: 4567.484863
	Iteration 35Q: 3 clusters Score -1170178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -1170181.000000 Penalty: 4567.484863
	Iteration 36Q: 3 clusters Score -1170181 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -1170184.250000 Penalty: 4567.484863
	Iteration 37Q: 3 clusters Score -1170184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -1170185.000000 Penalty: 4567.484863
	Iteration 38Q: 3 clusters Score -1170185 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -1170187.625000 Penalty: 4567.484863
	Iteration 39Q: 3 clusters Score -1170188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -1170191.250000 Penalty: 4567.484863
	Iteration 40F: 3 clusters Score -1170191 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -1170190.125000 Penalty: 4567.484863
	Iteration 41Q: 3 clusters Score -1170190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -1170191.250000 Penalty: 4567.484863
	Iteration 42Q: 3 clusters Score -1170191 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -1170191.250000 Penalty: 4567.484863
	Iteration 43F: 3 clusters Score -1170191 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Entering Unmasked Estep 
Score: -596440.875000 Penalty: 2136.216309
	Iteration 0F: 2 clusters Score -596440.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -591590.562500 Penalty: 4272.432617
	Iteration 0F: 3 clusters Score -591590.6 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -592863.937500 Penalty: 4272.432617
	Iteration 1F: 3 clusters Score -592863.9 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -593213.437500 Penalty: 4272.432617
	Iteration 2F: 3 clusters Score -593213.4 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -593498.062500 Penalty: 4272.432617
	Iteration 3F: 3 clusters Score -593498.1 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -593772.687500 Penalty: 4272.432617
	Iteration 4F: 3 clusters Score -593772.7 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -594111.625000 Penalty: 4272.432617
	Iteration 5F: 3 clusters Score -594111.6 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -594450.812500 Penalty: 4272.432617
	Iteration 6F: 3 clusters Score -594450.8 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -594768.375000 Penalty: 4272.432617
	Iteration 7F: 3 clusters Score -594768.4 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -595013.562500 Penalty: 4272.432617
	Iteration 8Q: 3 clusters Score -595013.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -595196.437500 Penalty: 4272.432617
	Iteration 9Q: 3 clusters Score -595196.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -595324.062500 Penalty: 4272.432617
	Iteration 10Q: 3 clusters Score -595324.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -595427.125000 Penalty: 4272.432617
	Iteration 11Q: 3 clusters Score -595427.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -595502.437500 Penalty: 4272.432617
	Iteration 12Q: 3 clusters Score -595502.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -595563.500000 Penalty: 4272.432617
	Iteration 13Q: 3 clusters Score -595563.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -595623.562500 Penalty: 4272.432617
	Iteration 14Q: 3 clusters Score -595623.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -595675.937500 Penalty: 4272.432617
	Iteration 15Q: 3 clusters Score -595675.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -595708.875000 Penalty: 4272.432617
	Iteration 16Q: 3 clusters Score -595708.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -595743.437500 Penalty: 4272.432617
	Iteration 17Q: 3 clusters Score -595743.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -595769.250000 Penalty: 4272.432617
	Iteration 18Q: 3 clusters Score -595769.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -595788.312500 Penalty: 4272.432617
	Iteration 19Q: 3 clusters Score -595788.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -595798.062500 Penalty: 4272.432617
	Iteration 20F: 3 clusters Score -595798.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -595805.750000 Penalty: 4272.432617
	Iteration 21Q: 3 clusters Score -595805.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -595814.250000 Penalty: 4272.432617
	Iteration 22Q: 3 clusters Score -595814.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -595825.250000 Penalty: 4272.432617
	Iteration 23Q: 3 clusters Score -595825.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -595830.062500 Penalty: 4272.432617
	Iteration 24Q: 3 clusters Score -595830.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -595834.625000 Penalty: 4272.432617
	Iteration 25Q: 3 clusters Score -595834.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -595838.812500 Penalty: 4272.432617
	Iteration 26Q: 3 clusters Score -595838.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -595841.375000 Penalty: 4272.432617
	Iteration 27Q: 3 clusters Score -595841.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -595842.687500 Penalty: 4272.432617
	Iteration 28Q: 3 clusters Score -595842.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -595843.687500 Penalty: 4272.432617
	Iteration 29Q: 3 clusters Score -595843.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -595844.687500 Penalty: 4272.432617
	Iteration 30Q: 3 clusters Score -595844.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -595846.375000 Penalty: 4272.432617
	Iteration 31Q: 3 clusters Score -595846.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -595850.000000 Penalty: 4272.432617
	Iteration 32Q: 3 clusters Score -595850 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -595854.500000 Penalty: 4272.432617
	Iteration 33Q: 3 clusters Score -595854.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -595856.312500 Penalty: 4272.432617
	Iteration 34Q: 3 clusters Score -595856.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -595857.062500 Penalty: 4272.432617
	Iteration 35Q: 3 clusters Score -595857.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -595859.000000 Penalty: 4272.432617
	Iteration 36Q: 3 clusters Score -595859 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -595858.875000 Penalty: 4272.432617
	Iteration 37Q: 3 clusters Score -595858.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -595860.812500 Penalty: 4272.432617
	Iteration 38Q: 3 clusters Score -595860.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -595860.812500 Penalty: 4272.432617
	Iteration 39F: 3 clusters Score -595860.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (38662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38662 members 
Entering Unmasked Estep 
Score: -4254118.500000 Penalty: 2619.527832
	Iteration 0F: 2 clusters Score -4254118 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19417 members 
Mstep: Class 2 contains 19245 members 
Entering Unmasked Estep 
Score: -4227894.000000 Penalty: 5239.055664
	Iteration 0F: 3 clusters Score -4227894 nChanged 17689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20132 members 
Mstep: Class 2 contains 18530 members 
Entering Unmasked Estep 
Score: -4237660.000000 Penalty: 5239.055664
	Iteration 1F: 3 clusters Score -4237660 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20695 members 
Mstep: Class 2 contains 17967 members 
Entering Unmasked Estep 
Score: -4238590.000000 Penalty: 5239.055664
	Iteration 2F: 3 clusters Score -4238590 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21508 members 
Mstep: Class 2 contains 17154 members 
Entering Unmasked Estep 
Score: -4239688.500000 Penalty: 5239.055664
	Iteration 3F: 3 clusters Score -4239688 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22600 members 
Mstep: Class 2 contains 16062 members 
Entering Unmasked Estep 
Score: -4240810.000000 Penalty: 5239.055664
	Iteration 4F: 3 clusters Score -4240810 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24054 members 
Mstep: Class 2 contains 14608 members 
Entering Unmasked Estep 
Score: -4242047.500000 Penalty: 5239.055664
	Iteration 5F: 3 clusters Score -4242048 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25865 members 
Mstep: Class 2 contains 12797 members 
Entering Unmasked Estep 
Score: -4243473.000000 Penalty: 5239.055664
	Iteration 6F: 3 clusters Score -4243473 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27972 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -4245138.000000 Penalty: 5239.055664
	Iteration 7F: 3 clusters Score -4245138 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30240 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -4247055.000000 Penalty: 5239.055664
	Iteration 8F: 3 clusters Score -4247055 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32358 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -4248913.500000 Penalty: 5239.055664
	Iteration 9F: 3 clusters Score -4248914 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34164 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -4250574.500000 Penalty: 5239.055664
	Iteration 10Q: 3 clusters Score -4250574 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35423 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -4251703.000000 Penalty: 5239.055664
	Iteration 11Q: 3 clusters Score -4251703 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36206 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -4252383.500000 Penalty: 5239.055664
	Iteration 12Q: 3 clusters Score -4252384 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36684 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -4252786.000000 Penalty: 5239.055664
	Iteration 13Q: 3 clusters Score -4252786 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36961 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -4252998.500000 Penalty: 5239.055664
	Iteration 14Q: 3 clusters Score -4252998 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37136 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -4253146.000000 Penalty: 5239.055664
	Iteration 15Q: 3 clusters Score -4253146 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37258 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -4253258.500000 Penalty: 5239.055664
	Iteration 16Q: 3 clusters Score -4253258 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37332 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -4253344.500000 Penalty: 5239.055664
	Iteration 17Q: 3 clusters Score -4253344 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37386 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -4253401.500000 Penalty: 5239.055664
	Iteration 18Q: 3 clusters Score -4253402 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37425 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -4253436.000000 Penalty: 5239.055664
	Iteration 19Q: 3 clusters Score -4253436 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37459 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -4253474.500000 Penalty: 5239.055664
	Iteration 20F: 3 clusters Score -4253474 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37478 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -4253486.000000 Penalty: 5239.055664
	Iteration 21Q: 3 clusters Score -4253486 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37492 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -4253487.500000 Penalty: 5239.055664
	Iteration 22Q: 3 clusters Score -4253488 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37504 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -4253497.000000 Penalty: 5239.055664
	Iteration 23Q: 3 clusters Score -4253497 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37509 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -4253502.500000 Penalty: 5239.055664
	Iteration 24Q: 3 clusters Score -4253502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37508 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -4253506.000000 Penalty: 5239.055664
	Iteration 25Q: 3 clusters Score -4253506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37506 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -4253503.000000 Penalty: 5239.055664
	Iteration 26Q: 3 clusters Score -4253503 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37506 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -4253500.500000 Penalty: 5239.055664
	Iteration 27Q: 3 clusters Score -4253500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37506 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -4253499.500000 Penalty: 5239.055664
	Iteration 28Q: 3 clusters Score -4253500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37505 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -4253505.000000 Penalty: 5239.055664
	Iteration 29Q: 3 clusters Score -4253505 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37507 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -4253505.000000 Penalty: 5239.055664
	Iteration 30Q: 3 clusters Score -4253505 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37509 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -4253503.500000 Penalty: 5239.055664
	Iteration 31Q: 3 clusters Score -4253504 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37509 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -4253503.500000 Penalty: 5239.055664
	Iteration 32F: 3 clusters Score -4253504 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (10048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Entering Unmasked Estep 
Score: -1058950.375000 Penalty: 2285.352051
	Iteration 0F: 2 clusters Score -1058950 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -1051195.750000 Penalty: 4570.704102
	Iteration 0F: 3 clusters Score -1051196 nChanged 4241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -1053509.375000 Penalty: 4570.704102
	Iteration 1F: 3 clusters Score -1053509 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -1053880.500000 Penalty: 4570.704102
	Iteration 2F: 3 clusters Score -1053880 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -1054153.000000 Penalty: 4570.704102
	Iteration 3F: 3 clusters Score -1054153 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -1054356.750000 Penalty: 4570.704102
	Iteration 4Q: 3 clusters Score -1054357 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -1054545.750000 Penalty: 4570.704102
	Iteration 5Q: 3 clusters Score -1054546 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -1054742.375000 Penalty: 4570.704102
	Iteration 6Q: 3 clusters Score -1054742 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -1054926.000000 Penalty: 4570.704102
	Iteration 7Q: 3 clusters Score -1054926 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -1055104.625000 Penalty: 4570.704102
	Iteration 8Q: 3 clusters Score -1055105 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -1055273.125000 Penalty: 4570.704102
	Iteration 9Q: 3 clusters Score -1055273 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -1055461.125000 Penalty: 4570.704102
	Iteration 10Q: 3 clusters Score -1055461 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -1055650.000000 Penalty: 4570.704102
	Iteration 11Q: 3 clusters Score -1055650 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -1055835.250000 Penalty: 4570.704102
	Iteration 12Q: 3 clusters Score -1055835 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -1056009.250000 Penalty: 4570.704102
	Iteration 13Q: 3 clusters Score -1056009 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -1056160.625000 Penalty: 4570.704102
	Iteration 14Q: 3 clusters Score -1056161 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -1056305.875000 Penalty: 4570.704102
	Iteration 15Q: 3 clusters Score -1056306 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -1056425.375000 Penalty: 4570.704102
	Iteration 16Q: 3 clusters Score -1056425 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -1056524.000000 Penalty: 4570.704102
	Iteration 17Q: 3 clusters Score -1056524 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -1056602.000000 Penalty: 4570.704102
	Iteration 18Q: 3 clusters Score -1056602 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -1056658.000000 Penalty: 4570.704102
	Iteration 19Q: 3 clusters Score -1056658 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -1056716.375000 Penalty: 4570.704102
	Iteration 20F: 3 clusters Score -1056716 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -1056772.750000 Penalty: 4570.704102
	Iteration 21Q: 3 clusters Score -1056773 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -1056822.375000 Penalty: 4570.704102
	Iteration 22Q: 3 clusters Score -1056822 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -1056863.500000 Penalty: 4570.704102
	Iteration 23Q: 3 clusters Score -1056864 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -1056885.375000 Penalty: 4570.704102
	Iteration 24Q: 3 clusters Score -1056885 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -1056908.375000 Penalty: 4570.704102
	Iteration 25Q: 3 clusters Score -1056908 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -1056920.250000 Penalty: 4570.704102
	Iteration 26Q: 3 clusters Score -1056920 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -1056939.375000 Penalty: 4570.704102
	Iteration 27Q: 3 clusters Score -1056939 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -1056956.250000 Penalty: 4570.704102
	Iteration 28Q: 3 clusters Score -1056956 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -1056969.000000 Penalty: 4570.704102
	Iteration 29Q: 3 clusters Score -1056969 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -1056974.000000 Penalty: 4570.704102
	Iteration 30Q: 3 clusters Score -1056974 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -1056984.000000 Penalty: 4570.704102
	Iteration 31Q: 3 clusters Score -1056984 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -1056991.500000 Penalty: 4570.704102
	Iteration 32Q: 3 clusters Score -1056992 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -1057001.125000 Penalty: 4570.704102
	Iteration 33Q: 3 clusters Score -1057001 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -1057010.625000 Penalty: 4570.704102
	Iteration 34Q: 3 clusters Score -1057011 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -1057013.375000 Penalty: 4570.704102
	Iteration 35Q: 3 clusters Score -1057013 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -1057019.750000 Penalty: 4570.704102
	Iteration 36Q: 3 clusters Score -1057020 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -1057026.125000 Penalty: 4570.704102
	Iteration 37Q: 3 clusters Score -1057026 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -1057039.250000 Penalty: 4570.704102
	Iteration 38Q: 3 clusters Score -1057039 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -1057047.875000 Penalty: 4570.704102
	Iteration 39Q: 3 clusters Score -1057048 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -1057049.875000 Penalty: 4570.704102
	Iteration 40F: 3 clusters Score -1057050 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -1057052.625000 Penalty: 4570.704102
	Iteration 41Q: 3 clusters Score -1057053 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -1057057.750000 Penalty: 4570.704102
	Iteration 42Q: 3 clusters Score -1057058 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -1057059.625000 Penalty: 4570.704102
	Iteration 43Q: 3 clusters Score -1057060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -1057060.625000 Penalty: 4570.704102
	Iteration 44Q: 3 clusters Score -1057061 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -1057059.875000 Penalty: 4570.704102
	Iteration 45Q: 3 clusters Score -1057060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -1057059.875000 Penalty: 4570.704102
	Iteration 46Q: 3 clusters Score -1057060 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -1057059.875000 Penalty: 4570.704102
	Iteration 47F: 3 clusters Score -1057060 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Entering Unmasked Estep 
Score: -193088.765625 Penalty: 1886.137329
	Iteration 0F: 2 clusters Score -193088.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -190536.046875 Penalty: 3772.274658
	Iteration 0F: 3 clusters Score -190536 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -191132.140625 Penalty: 3772.274658
	Iteration 1F: 3 clusters Score -191132.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -191340.187500 Penalty: 3772.274658
	Iteration 2F: 3 clusters Score -191340.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -191566.578125 Penalty: 3772.274658
	Iteration 3F: 3 clusters Score -191566.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -191772.718750 Penalty: 3772.274658
	Iteration 4F: 3 clusters Score -191772.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -191926.468750 Penalty: 3772.274658
	Iteration 5Q: 3 clusters Score -191926.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -192028.078125 Penalty: 3772.274658
	Iteration 6Q: 3 clusters Score -192028.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -192078.406250 Penalty: 3772.274658
	Iteration 7Q: 3 clusters Score -192078.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -192160.984375 Penalty: 3772.274658
	Iteration 8Q: 3 clusters Score -192161 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -192304.406250 Penalty: 3772.274658
	Iteration 9Q: 3 clusters Score -192304.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -192405.375000 Penalty: 3772.274658
	Iteration 10Q: 3 clusters Score -192405.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -192495.125000 Penalty: 3772.274658
	Iteration 11Q: 3 clusters Score -192495.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -192548.890625 Penalty: 3772.274658
	Iteration 12Q: 3 clusters Score -192548.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -192584.640625 Penalty: 3772.274658
	Iteration 13Q: 3 clusters Score -192584.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -192605.625000 Penalty: 3772.274658
	Iteration 14Q: 3 clusters Score -192605.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -192624.296875 Penalty: 3772.274658
	Iteration 15Q: 3 clusters Score -192624.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -192640.796875 Penalty: 3772.274658
	Iteration 16Q: 3 clusters Score -192640.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -192661.656250 Penalty: 3772.274658
	Iteration 17Q: 3 clusters Score -192661.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -192678.359375 Penalty: 3772.274658
	Iteration 18Q: 3 clusters Score -192678.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -192696.203125 Penalty: 3772.274658
	Iteration 19Q: 3 clusters Score -192696.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -192707.515625 Penalty: 3772.274658
	Iteration 20F: 3 clusters Score -192707.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -192713.468750 Penalty: 3772.274658
	Iteration 21Q: 3 clusters Score -192713.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -192718.640625 Penalty: 3772.274658
	Iteration 22Q: 3 clusters Score -192718.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -192719.406250 Penalty: 3772.274658
	Iteration 23Q: 3 clusters Score -192719.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -192722.484375 Penalty: 3772.274658
	Iteration 24Q: 3 clusters Score -192722.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -192726.718750 Penalty: 3772.274658
	Iteration 25Q: 3 clusters Score -192726.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -192729.656250 Penalty: 3772.274658
	Iteration 26Q: 3 clusters Score -192729.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -192729.656250 Penalty: 3772.274658
	Iteration 27F: 3 clusters Score -192729.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Entering Unmasked Estep 
Score: -398080.218750 Penalty: 2023.525024
	Iteration 0F: 2 clusters Score -398080.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -394507.312500 Penalty: 4047.050049
	Iteration 0F: 3 clusters Score -394507.3 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -395410.718750 Penalty: 4047.050049
	Iteration 1F: 3 clusters Score -395410.7 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -395764.562500 Penalty: 4047.050049
	Iteration 2F: 3 clusters Score -395764.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -396007.062500 Penalty: 4047.050049
	Iteration 3F: 3 clusters Score -396007.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -396202.187500 Penalty: 4047.050049
	Iteration 4F: 3 clusters Score -396202.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -396385.687500 Penalty: 4047.050049
	Iteration 5F: 3 clusters Score -396385.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -396536.218750 Penalty: 4047.050049
	Iteration 6Q: 3 clusters Score -396536.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -396643.781250 Penalty: 4047.050049
	Iteration 7Q: 3 clusters Score -396643.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -396701.906250 Penalty: 4047.050049
	Iteration 8Q: 3 clusters Score -396701.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -396735.843750 Penalty: 4047.050049
	Iteration 9Q: 3 clusters Score -396735.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -396756.031250 Penalty: 4047.050049
	Iteration 10Q: 3 clusters Score -396756 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -396772.562500 Penalty: 4047.050049
	Iteration 11Q: 3 clusters Score -396772.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -396789.468750 Penalty: 4047.050049
	Iteration 12Q: 3 clusters Score -396789.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -396803.093750 Penalty: 4047.050049
	Iteration 13Q: 3 clusters Score -396803.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -396812.718750 Penalty: 4047.050049
	Iteration 14Q: 3 clusters Score -396812.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -396818.375000 Penalty: 4047.050049
	Iteration 15Q: 3 clusters Score -396818.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -396821.281250 Penalty: 4047.050049
	Iteration 16Q: 3 clusters Score -396821.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -396824.031250 Penalty: 4047.050049
	Iteration 17Q: 3 clusters Score -396824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -396827.375000 Penalty: 4047.050049
	Iteration 18Q: 3 clusters Score -396827.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -396828.687500 Penalty: 4047.050049
	Iteration 19Q: 3 clusters Score -396828.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -396828.750000 Penalty: 4047.050049
	Iteration 20F: 3 clusters Score -396828.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (29072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29072 members 
Entering Unmasked Estep 
Score: -3240701.750000 Penalty: 2548.827637
	Iteration 0F: 2 clusters Score -3240702 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14533 members 
Mstep: Class 2 contains 14539 members 
Entering Unmasked Estep 
Score: -3220723.250000 Penalty: 5097.655273
	Iteration 0F: 3 clusters Score -3220723 nChanged 13093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14706 members 
Mstep: Class 2 contains 14366 members 
Entering Unmasked Estep 
Score: -3227942.000000 Penalty: 5097.655273
	Iteration 1F: 3 clusters Score -3227942 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 14229 members 
Entering Unmasked Estep 
Score: -3228438.500000 Penalty: 5097.655273
	Iteration 2Q: 3 clusters Score -3228438 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14997 members 
Mstep: Class 2 contains 14075 members 
Entering Unmasked Estep 
Score: -3228934.250000 Penalty: 5097.655273
	Iteration 3Q: 3 clusters Score -3228934 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15310 members 
Mstep: Class 2 contains 13762 members 
Entering Unmasked Estep 
Score: -3229461.000000 Penalty: 5097.655273
	Iteration 4Q: 3 clusters Score -3229461 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15829 members 
Mstep: Class 2 contains 13243 members 
Entering Unmasked Estep 
Score: -3230118.000000 Penalty: 5097.655273
	Iteration 5Q: 3 clusters Score -3230118 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -3230908.000000 Penalty: 5097.655273
	Iteration 6F: 3 clusters Score -3230908 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17337 members 
Mstep: Class 2 contains 11735 members 
Entering Unmasked Estep 
Score: -3231713.250000 Penalty: 5097.655273
	Iteration 7F: 3 clusters Score -3231713 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18304 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -3232555.000000 Penalty: 5097.655273
	Iteration 8F: 3 clusters Score -3232555 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19347 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -3233368.750000 Penalty: 5097.655273
	Iteration 9F: 3 clusters Score -3233369 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20403 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -3234149.500000 Penalty: 5097.655273
	Iteration 10Q: 3 clusters Score -3234150 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21445 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -3234887.500000 Penalty: 5097.655273
	Iteration 11Q: 3 clusters Score -3234888 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22363 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -3235475.750000 Penalty: 5097.655273
	Iteration 12Q: 3 clusters Score -3235476 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23229 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -3236034.000000 Penalty: 5097.655273
	Iteration 13Q: 3 clusters Score -3236034 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24004 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -3236541.000000 Penalty: 5097.655273
	Iteration 14Q: 3 clusters Score -3236541 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24647 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -3236933.750000 Penalty: 5097.655273
	Iteration 15Q: 3 clusters Score -3236934 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25224 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -3237267.250000 Penalty: 5097.655273
	Iteration 16Q: 3 clusters Score -3237267 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25685 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -3237528.250000 Penalty: 5097.655273
	Iteration 17Q: 3 clusters Score -3237528 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26073 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -3237724.500000 Penalty: 5097.655273
	Iteration 18Q: 3 clusters Score -3237724 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26379 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -3237865.000000 Penalty: 5097.655273
	Iteration 19Q: 3 clusters Score -3237865 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26614 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -3237980.000000 Penalty: 5097.655273
	Iteration 20F: 3 clusters Score -3237980 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26825 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -3238080.000000 Penalty: 5097.655273
	Iteration 21Q: 3 clusters Score -3238080 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27002 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -3238150.750000 Penalty: 5097.655273
	Iteration 22Q: 3 clusters Score -3238151 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27158 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -3238211.250000 Penalty: 5097.655273
	Iteration 23Q: 3 clusters Score -3238211 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27293 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -3238275.000000 Penalty: 5097.655273
	Iteration 24Q: 3 clusters Score -3238275 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27431 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -3238353.500000 Penalty: 5097.655273
	Iteration 25Q: 3 clusters Score -3238354 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27541 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -3238387.500000 Penalty: 5097.655273
	Iteration 26Q: 3 clusters Score -3238388 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27633 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -3238420.750000 Penalty: 5097.655273
	Iteration 27Q: 3 clusters Score -3238421 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27717 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -3238455.250000 Penalty: 5097.655273
	Iteration 28Q: 3 clusters Score -3238455 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27789 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -3238475.750000 Penalty: 5097.655273
	Iteration 29Q: 3 clusters Score -3238476 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27862 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -3238523.750000 Penalty: 5097.655273
	Iteration 30Q: 3 clusters Score -3238524 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27924 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -3238547.750000 Penalty: 5097.655273
	Iteration 31Q: 3 clusters Score -3238548 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27971 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -3238565.750000 Penalty: 5097.655273
	Iteration 32Q: 3 clusters Score -3238566 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28006 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -3238592.500000 Penalty: 5097.655273
	Iteration 33Q: 3 clusters Score -3238592 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28035 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -3238612.500000 Penalty: 5097.655273
	Iteration 34Q: 3 clusters Score -3238612 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28066 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -3238624.000000 Penalty: 5097.655273
	Iteration 35Q: 3 clusters Score -3238624 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28084 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -3238634.250000 Penalty: 5097.655273
	Iteration 36Q: 3 clusters Score -3238634 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28102 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -3238636.500000 Penalty: 5097.655273
	Iteration 37Q: 3 clusters Score -3238636 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28129 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -3238659.250000 Penalty: 5097.655273
	Iteration 38Q: 3 clusters Score -3238659 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28146 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -3238663.750000 Penalty: 5097.655273
	Iteration 39Q: 3 clusters Score -3238664 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28166 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -3238673.500000 Penalty: 5097.655273
	Iteration 40F: 3 clusters Score -3238674 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28189 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -3238685.000000 Penalty: 5097.655273
	Iteration 41Q: 3 clusters Score -3238685 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28202 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -3238689.500000 Penalty: 5097.655273
	Iteration 42Q: 3 clusters Score -3238690 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28215 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -3238701.750000 Penalty: 5097.655273
	Iteration 43Q: 3 clusters Score -3238702 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28224 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -3238701.500000 Penalty: 5097.655273
	Iteration 44Q: 3 clusters Score -3238702 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28236 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -3238709.750000 Penalty: 5097.655273
	Iteration 45Q: 3 clusters Score -3238710 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28248 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -3238722.250000 Penalty: 5097.655273
	Iteration 46Q: 3 clusters Score -3238722 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28256 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -3238729.000000 Penalty: 5097.655273
	Iteration 47Q: 3 clusters Score -3238729 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28257 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -3238727.500000 Penalty: 5097.655273
	Iteration 48Q: 3 clusters Score -3238728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28258 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -3238727.000000 Penalty: 5097.655273
	Iteration 49Q: 3 clusters Score -3238727 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28257 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -3238730.750000 Penalty: 5097.655273
	Iteration 50Q: 3 clusters Score -3238731 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28257 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -3238730.750000 Penalty: 5097.655273
	Iteration 51F: 3 clusters Score -3238731 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (30425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30425 members 
Entering Unmasked Estep 
Score: -3274259.000000 Penalty: 2560.108887
	Iteration 0F: 2 clusters Score -3274259 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15280 members 
Mstep: Class 2 contains 15145 members 
Entering Unmasked Estep 
Score: -3253435.250000 Penalty: 5120.217773
	Iteration 0F: 3 clusters Score -3253435 nChanged 13727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15767 members 
Mstep: Class 2 contains 14658 members 
Entering Unmasked Estep 
Score: -3261280.750000 Penalty: 5120.217773
	Iteration 1F: 3 clusters Score -3261281 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16045 members 
Mstep: Class 2 contains 14380 members 
Entering Unmasked Estep 
Score: -3262102.250000 Penalty: 5120.217773
	Iteration 2F: 3 clusters Score -3262102 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16367 members 
Mstep: Class 2 contains 14058 members 
Entering Unmasked Estep 
Score: -3263037.750000 Penalty: 5120.217773
	Iteration 3F: 3 clusters Score -3263038 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16768 members 
Mstep: Class 2 contains 13657 members 
Entering Unmasked Estep 
Score: -3264030.000000 Penalty: 5120.217773
	Iteration 4F: 3 clusters Score -3264030 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17320 members 
Mstep: Class 2 contains 13105 members 
Entering Unmasked Estep 
Score: -3264961.750000 Penalty: 5120.217773
	Iteration 5F: 3 clusters Score -3264962 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18028 members 
Mstep: Class 2 contains 12397 members 
Entering Unmasked Estep 
Score: -3265814.000000 Penalty: 5120.217773
	Iteration 6F: 3 clusters Score -3265814 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18814 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -3266615.750000 Penalty: 5120.217773
	Iteration 7Q: 3 clusters Score -3266616 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19647 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -3267388.750000 Penalty: 5120.217773
	Iteration 8Q: 3 clusters Score -3267389 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20467 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -3268108.250000 Penalty: 5120.217773
	Iteration 9Q: 3 clusters Score -3268108 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21275 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -3268714.000000 Penalty: 5120.217773
	Iteration 10Q: 3 clusters Score -3268714 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21997 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -3269230.000000 Penalty: 5120.217773
	Iteration 11Q: 3 clusters Score -3269230 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22658 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -3269635.500000 Penalty: 5120.217773
	Iteration 12Q: 3 clusters Score -3269636 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23293 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -3269998.000000 Penalty: 5120.217773
	Iteration 13Q: 3 clusters Score -3269998 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23888 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -3270329.750000 Penalty: 5120.217773
	Iteration 14Q: 3 clusters Score -3270330 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24450 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -3270618.000000 Penalty: 5120.217773
	Iteration 15Q: 3 clusters Score -3270618 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24965 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -3270894.000000 Penalty: 5120.217773
	Iteration 16Q: 3 clusters Score -3270894 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25433 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -3271135.250000 Penalty: 5120.217773
	Iteration 17Q: 3 clusters Score -3271135 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25877 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -3271380.250000 Penalty: 5120.217773
	Iteration 18Q: 3 clusters Score -3271380 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26293 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -3271596.500000 Penalty: 5120.217773
	Iteration 19Q: 3 clusters Score -3271596 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26653 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -3271781.750000 Penalty: 5120.217773
	Iteration 20F: 3 clusters Score -3271782 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26985 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -3271961.250000 Penalty: 5120.217773
	Iteration 21Q: 3 clusters Score -3271961 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27269 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -3272109.500000 Penalty: 5120.217773
	Iteration 22Q: 3 clusters Score -3272110 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27510 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -3272250.500000 Penalty: 5120.217773
	Iteration 23Q: 3 clusters Score -3272250 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27731 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -3272364.250000 Penalty: 5120.217773
	Iteration 24Q: 3 clusters Score -3272364 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27895 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -3272447.000000 Penalty: 5120.217773
	Iteration 25Q: 3 clusters Score -3272447 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28011 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -3272491.500000 Penalty: 5120.217773
	Iteration 26Q: 3 clusters Score -3272492 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28121 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -3272528.750000 Penalty: 5120.217773
	Iteration 27Q: 3 clusters Score -3272529 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28203 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -3272561.000000 Penalty: 5120.217773
	Iteration 28Q: 3 clusters Score -3272561 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28285 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -3272595.500000 Penalty: 5120.217773
	Iteration 29Q: 3 clusters Score -3272596 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28356 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -3272622.250000 Penalty: 5120.217773
	Iteration 30Q: 3 clusters Score -3272622 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28411 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -3272646.250000 Penalty: 5120.217773
	Iteration 31Q: 3 clusters Score -3272646 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28456 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -3272663.500000 Penalty: 5120.217773
	Iteration 32Q: 3 clusters Score -3272664 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28497 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -3272677.250000 Penalty: 5120.217773
	Iteration 33Q: 3 clusters Score -3272677 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28531 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -3272680.500000 Penalty: 5120.217773
	Iteration 34Q: 3 clusters Score -3272680 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28561 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -3272689.500000 Penalty: 5120.217773
	Iteration 35Q: 3 clusters Score -3272690 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28584 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -3272695.750000 Penalty: 5120.217773
	Iteration 36Q: 3 clusters Score -3272696 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28606 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -3272701.000000 Penalty: 5120.217773
	Iteration 37Q: 3 clusters Score -3272701 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28626 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -3272714.250000 Penalty: 5120.217773
	Iteration 38Q: 3 clusters Score -3272714 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28650 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -3272723.250000 Penalty: 5120.217773
	Iteration 39Q: 3 clusters Score -3272723 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28669 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -3272737.500000 Penalty: 5120.217773
	Iteration 40F: 3 clusters Score -3272738 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28694 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -3272756.000000 Penalty: 5120.217773
	Iteration 41Q: 3 clusters Score -3272756 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28722 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -3272771.500000 Penalty: 5120.217773
	Iteration 42Q: 3 clusters Score -3272772 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28745 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -3272778.500000 Penalty: 5120.217773
	Iteration 43Q: 3 clusters Score -3272778 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28767 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -3272790.250000 Penalty: 5120.217773
	Iteration 44Q: 3 clusters Score -3272790 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28786 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -3272800.000000 Penalty: 5120.217773
	Iteration 45Q: 3 clusters Score -3272800 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28805 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -3272802.000000 Penalty: 5120.217773
	Iteration 46Q: 3 clusters Score -3272802 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28822 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -3272809.750000 Penalty: 5120.217773
	Iteration 47Q: 3 clusters Score -3272810 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28845 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -3272825.750000 Penalty: 5120.217773
	Iteration 48Q: 3 clusters Score -3272826 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28857 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -3272836.750000 Penalty: 5120.217773
	Iteration 49Q: 3 clusters Score -3272837 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28866 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -3272833.000000 Penalty: 5120.217773
	Iteration 50Q: 3 clusters Score -3272833 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28871 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -3272839.000000 Penalty: 5120.217773
	Iteration 51Q: 3 clusters Score -3272839 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28876 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -3272840.000000 Penalty: 5120.217773
	Iteration 52Q: 3 clusters Score -3272840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28880 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -3272840.250000 Penalty: 5120.217773
	Iteration 53Q: 3 clusters Score -3272840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28884 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -3272842.250000 Penalty: 5120.217773
	Iteration 54Q: 3 clusters Score -3272842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28884 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -3272844.500000 Penalty: 5120.217773
	Iteration 55Q: 3 clusters Score -3272844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28886 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -3272840.000000 Penalty: 5120.217773
	Iteration 56Q: 3 clusters Score -3272840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28885 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -3272841.000000 Penalty: 5120.217773
	Iteration 57Q: 3 clusters Score -3272841 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28885 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -3272841.000000 Penalty: 5120.217773
	Iteration 58F: 3 clusters Score -3272841 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (25469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25469 members 
Entering Unmasked Estep 
Score: -2966002.500000 Penalty: 2516.013916
	Iteration 0F: 2 clusters Score -2966002 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12841 members 
Mstep: Class 2 contains 12628 members 
Entering Unmasked Estep 
Score: -2948336.750000 Penalty: 5032.027832
	Iteration 0F: 3 clusters Score -2948337 nChanged 11341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13552 members 
Mstep: Class 2 contains 11917 members 
Entering Unmasked Estep 
Score: -2954439.500000 Penalty: 5032.027832
	Iteration 1F: 3 clusters Score -2954440 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14117 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -2954937.500000 Penalty: 5032.027832
	Iteration 2F: 3 clusters Score -2954938 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14868 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -2955423.500000 Penalty: 5032.027832
	Iteration 3Q: 3 clusters Score -2955424 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15865 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -2955985.250000 Penalty: 5032.027832
	Iteration 4Q: 3 clusters Score -2955985 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17079 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -2956675.750000 Penalty: 5032.027832
	Iteration 5F: 3 clusters Score -2956676 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18597 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -2957686.500000 Penalty: 5032.027832
	Iteration 6F: 3 clusters Score -2957686 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20386 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -2959080.250000 Penalty: 5032.027832
	Iteration 7F: 3 clusters Score -2959080 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22174 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -2960677.500000 Penalty: 5032.027832
	Iteration 8F: 3 clusters Score -2960678 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23648 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -2962155.750000 Penalty: 5032.027832
	Iteration 9F: 3 clusters Score -2962156 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24543 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -2963048.250000 Penalty: 5032.027832
	Iteration 10Q: 3 clusters Score -2963048 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24940 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -2963449.500000 Penalty: 5032.027832
	Iteration 11Q: 3 clusters Score -2963450 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25093 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -2963660.750000 Penalty: 5032.027832
	Iteration 12Q: 3 clusters Score -2963661 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25141 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -2963729.250000 Penalty: 5032.027832
	Iteration 13Q: 3 clusters Score -2963729 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25169 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -2963786.750000 Penalty: 5032.027832
	Iteration 14Q: 3 clusters Score -2963787 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25187 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -2963825.250000 Penalty: 5032.027832
	Iteration 15Q: 3 clusters Score -2963825 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25197 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -2963842.500000 Penalty: 5032.027832
	Iteration 16Q: 3 clusters Score -2963842 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25205 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -2963853.250000 Penalty: 5032.027832
	Iteration 17Q: 3 clusters Score -2963853 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25210 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -2963860.250000 Penalty: 5032.027832
	Iteration 18Q: 3 clusters Score -2963860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25207 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -2963863.750000 Penalty: 5032.027832
	Iteration 19Q: 3 clusters Score -2963864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25206 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -2963861.250000 Penalty: 5032.027832
	Iteration 20F: 3 clusters Score -2963861 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25206 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -2963865.250000 Penalty: 5032.027832
	Iteration 21Q: 3 clusters Score -2963865 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25207 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -2963871.000000 Penalty: 5032.027832
	Iteration 22Q: 3 clusters Score -2963871 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25206 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -2963868.250000 Penalty: 5032.027832
	Iteration 23Q: 3 clusters Score -2963868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25207 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -2963868.000000 Penalty: 5032.027832
	Iteration 24Q: 3 clusters Score -2963868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25208 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -2963872.000000 Penalty: 5032.027832
	Iteration 25Q: 3 clusters Score -2963872 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25208 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -2963872.000000 Penalty: 5032.027832
	Iteration 26F: 3 clusters Score -2963872 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (10153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Entering Unmasked Estep 
Score: -1164809.750000 Penalty: 2287.930176
	Iteration 0F: 2 clusters Score -1164810 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -1157092.750000 Penalty: 4575.860352
	Iteration 0F: 3 clusters Score -1157093 nChanged 4190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -1159256.625000 Penalty: 4575.860352
	Iteration 1F: 3 clusters Score -1159257 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -1159570.375000 Penalty: 4575.860352
	Iteration 2F: 3 clusters Score -1159570 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -1159800.250000 Penalty: 4575.860352
	Iteration 3F: 3 clusters Score -1159800 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -1160006.750000 Penalty: 4575.860352
	Iteration 4Q: 3 clusters Score -1160007 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -1160203.000000 Penalty: 4575.860352
	Iteration 5Q: 3 clusters Score -1160203 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -1160390.375000 Penalty: 4575.860352
	Iteration 6Q: 3 clusters Score -1160390 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -1160598.000000 Penalty: 4575.860352
	Iteration 7Q: 3 clusters Score -1160598 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -1160835.250000 Penalty: 4575.860352
	Iteration 8Q: 3 clusters Score -1160835 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -1161125.875000 Penalty: 4575.860352
	Iteration 9Q: 3 clusters Score -1161126 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -1161420.625000 Penalty: 4575.860352
	Iteration 10Q: 3 clusters Score -1161421 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -1161720.750000 Penalty: 4575.860352
	Iteration 11Q: 3 clusters Score -1161721 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -1161958.625000 Penalty: 4575.860352
	Iteration 12Q: 3 clusters Score -1161959 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -1162174.875000 Penalty: 4575.860352
	Iteration 13Q: 3 clusters Score -1162175 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -1162347.625000 Penalty: 4575.860352
	Iteration 14Q: 3 clusters Score -1162348 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -1162528.625000 Penalty: 4575.860352
	Iteration 15Q: 3 clusters Score -1162529 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -1162688.500000 Penalty: 4575.860352
	Iteration 16Q: 3 clusters Score -1162688 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -1162809.500000 Penalty: 4575.860352
	Iteration 17Q: 3 clusters Score -1162810 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -1162912.750000 Penalty: 4575.860352
	Iteration 18Q: 3 clusters Score -1162913 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -1163000.125000 Penalty: 4575.860352
	Iteration 19Q: 3 clusters Score -1163000 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -1163059.125000 Penalty: 4575.860352
	Iteration 20F: 3 clusters Score -1163059 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -1163103.625000 Penalty: 4575.860352
	Iteration 21Q: 3 clusters Score -1163104 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -1163136.500000 Penalty: 4575.860352
	Iteration 22Q: 3 clusters Score -1163136 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -1163175.875000 Penalty: 4575.860352
	Iteration 23Q: 3 clusters Score -1163176 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -1163208.250000 Penalty: 4575.860352
	Iteration 24Q: 3 clusters Score -1163208 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -1163222.000000 Penalty: 4575.860352
	Iteration 25Q: 3 clusters Score -1163222 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -1163246.500000 Penalty: 4575.860352
	Iteration 26Q: 3 clusters Score -1163246 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -1163271.250000 Penalty: 4575.860352
	Iteration 27Q: 3 clusters Score -1163271 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -1163282.625000 Penalty: 4575.860352
	Iteration 28Q: 3 clusters Score -1163283 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -1163296.750000 Penalty: 4575.860352
	Iteration 29Q: 3 clusters Score -1163297 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -1163306.750000 Penalty: 4575.860352
	Iteration 30Q: 3 clusters Score -1163307 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -1163315.750000 Penalty: 4575.860352
	Iteration 31Q: 3 clusters Score -1163316 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -1163321.125000 Penalty: 4575.860352
	Iteration 32Q: 3 clusters Score -1163321 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -1163328.500000 Penalty: 4575.860352
	Iteration 33Q: 3 clusters Score -1163328 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -1163334.000000 Penalty: 4575.860352
	Iteration 34Q: 3 clusters Score -1163334 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -1163337.875000 Penalty: 4575.860352
	Iteration 35Q: 3 clusters Score -1163338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -1163336.875000 Penalty: 4575.860352
	Iteration 36Q: 3 clusters Score -1163337 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -1163337.375000 Penalty: 4575.860352
	Iteration 37Q: 3 clusters Score -1163337 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -1163335.375000 Penalty: 4575.860352
	Iteration 38Q: 3 clusters Score -1163335 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -1163337.500000 Penalty: 4575.860352
	Iteration 39Q: 3 clusters Score -1163338 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -1163337.500000 Penalty: 4575.860352
	Iteration 40F: 3 clusters Score -1163338 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (11200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Entering Unmasked Estep 
Score: -1264547.875000 Penalty: 2312.270020
	Iteration 0F: 2 clusters Score -1264548 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -1256132.750000 Penalty: 4624.540039
	Iteration 0F: 3 clusters Score -1256133 nChanged 4630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1258930.750000 Penalty: 4624.540039
	Iteration 1F: 3 clusters Score -1258931 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -1259589.125000 Penalty: 4624.540039
	Iteration 2F: 3 clusters Score -1259589 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -1260208.125000 Penalty: 4624.540039
	Iteration 3F: 3 clusters Score -1260208 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -1260770.375000 Penalty: 4624.540039
	Iteration 4F: 3 clusters Score -1260770 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -1261335.750000 Penalty: 4624.540039
	Iteration 5F: 3 clusters Score -1261336 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -1261855.125000 Penalty: 4624.540039
	Iteration 6F: 3 clusters Score -1261855 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -1262320.375000 Penalty: 4624.540039
	Iteration 7F: 3 clusters Score -1262320 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -1262680.625000 Penalty: 4624.540039
	Iteration 8Q: 3 clusters Score -1262681 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -1262927.750000 Penalty: 4624.540039
	Iteration 9Q: 3 clusters Score -1262928 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -1263075.750000 Penalty: 4624.540039
	Iteration 10Q: 3 clusters Score -1263076 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -1263163.500000 Penalty: 4624.540039
	Iteration 11Q: 3 clusters Score -1263164 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -1263215.250000 Penalty: 4624.540039
	Iteration 12Q: 3 clusters Score -1263215 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -1263245.000000 Penalty: 4624.540039
	Iteration 13Q: 3 clusters Score -1263245 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -1263264.375000 Penalty: 4624.540039
	Iteration 14Q: 3 clusters Score -1263264 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -1263283.500000 Penalty: 4624.540039
	Iteration 15Q: 3 clusters Score -1263284 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -1263307.750000 Penalty: 4624.540039
	Iteration 16Q: 3 clusters Score -1263308 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -1263322.250000 Penalty: 4624.540039
	Iteration 17Q: 3 clusters Score -1263322 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -1263336.125000 Penalty: 4624.540039
	Iteration 18Q: 3 clusters Score -1263336 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -1263348.625000 Penalty: 4624.540039
	Iteration 19Q: 3 clusters Score -1263349 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -1263368.000000 Penalty: 4624.540039
	Iteration 20F: 3 clusters Score -1263368 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -1263385.125000 Penalty: 4624.540039
	Iteration 21Q: 3 clusters Score -1263385 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -1263405.000000 Penalty: 4624.540039
	Iteration 22Q: 3 clusters Score -1263405 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -1263434.875000 Penalty: 4624.540039
	Iteration 23Q: 3 clusters Score -1263435 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -1263467.375000 Penalty: 4624.540039
	Iteration 24Q: 3 clusters Score -1263467 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -1263508.375000 Penalty: 4624.540039
	Iteration 25Q: 3 clusters Score -1263508 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -1263539.250000 Penalty: 4624.540039
	Iteration 26Q: 3 clusters Score -1263539 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -1263554.625000 Penalty: 4624.540039
	Iteration 27Q: 3 clusters Score -1263555 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -1263563.750000 Penalty: 4624.540039
	Iteration 28Q: 3 clusters Score -1263564 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -1263576.250000 Penalty: 4624.540039
	Iteration 29Q: 3 clusters Score -1263576 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -1263581.125000 Penalty: 4624.540039
	Iteration 30Q: 3 clusters Score -1263581 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -1263595.875000 Penalty: 4624.540039
	Iteration 31Q: 3 clusters Score -1263596 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -1263598.750000 Penalty: 4624.540039
	Iteration 32Q: 3 clusters Score -1263599 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -1263600.375000 Penalty: 4624.540039
	Iteration 33Q: 3 clusters Score -1263600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -1263598.750000 Penalty: 4624.540039
	Iteration 34Q: 3 clusters Score -1263599 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -1263600.625000 Penalty: 4624.540039
	Iteration 35Q: 3 clusters Score -1263601 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -1263600.625000 Penalty: 4624.540039
	Iteration 36F: 3 clusters Score -1263601 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (20674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20674 members 
Entering Unmasked Estep 
Score: -2372717.500000 Penalty: 2464.284668
	Iteration 0F: 2 clusters Score -2372718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -2358169.000000 Penalty: 4928.569336
	Iteration 0F: 3 clusters Score -2358169 nChanged 9181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -2363080.250000 Penalty: 4928.569336
	Iteration 1F: 3 clusters Score -2363080 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -2363693.250000 Penalty: 4928.569336
	Iteration 2F: 3 clusters Score -2363693 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -2364319.500000 Penalty: 4928.569336
	Iteration 3F: 3 clusters Score -2364320 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -2364900.500000 Penalty: 4928.569336
	Iteration 4F: 3 clusters Score -2364900 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -2365326.750000 Penalty: 4928.569336
	Iteration 5Q: 3 clusters Score -2365327 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -2365679.500000 Penalty: 4928.569336
	Iteration 6Q: 3 clusters Score -2365680 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -2366008.500000 Penalty: 4928.569336
	Iteration 7Q: 3 clusters Score -2366008 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -2366354.250000 Penalty: 4928.569336
	Iteration 8Q: 3 clusters Score -2366354 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -2366737.500000 Penalty: 4928.569336
	Iteration 9Q: 3 clusters Score -2366738 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -2367204.500000 Penalty: 4928.569336
	Iteration 10Q: 3 clusters Score -2367204 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -2367814.500000 Penalty: 4928.569336
	Iteration 11Q: 3 clusters Score -2367814 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13619 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -2368554.750000 Penalty: 4928.569336
	Iteration 12Q: 3 clusters Score -2368555 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14483 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -2369379.000000 Penalty: 4928.569336
	Iteration 13Q: 3 clusters Score -2369379 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15231 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -2370038.500000 Penalty: 4928.569336
	Iteration 14Q: 3 clusters Score -2370038 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15777 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -2370385.000000 Penalty: 4928.569336
	Iteration 15Q: 3 clusters Score -2370385 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16202 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -2370624.250000 Penalty: 4928.569336
	Iteration 16Q: 3 clusters Score -2370624 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16566 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -2370817.750000 Penalty: 4928.569336
	Iteration 17Q: 3 clusters Score -2370818 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16885 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -2370952.000000 Penalty: 4928.569336
	Iteration 18Q: 3 clusters Score -2370952 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17143 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -2371058.500000 Penalty: 4928.569336
	Iteration 19Q: 3 clusters Score -2371058 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17361 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -2371132.000000 Penalty: 4928.569336
	Iteration 20F: 3 clusters Score -2371132 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17525 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -2371188.750000 Penalty: 4928.569336
	Iteration 21Q: 3 clusters Score -2371189 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17656 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -2371228.500000 Penalty: 4928.569336
	Iteration 22Q: 3 clusters Score -2371228 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17770 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -2371280.750000 Penalty: 4928.569336
	Iteration 23Q: 3 clusters Score -2371281 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17872 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -2371315.750000 Penalty: 4928.569336
	Iteration 24Q: 3 clusters Score -2371316 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17957 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -2371340.000000 Penalty: 4928.569336
	Iteration 25Q: 3 clusters Score -2371340 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18049 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -2371371.750000 Penalty: 4928.569336
	Iteration 26Q: 3 clusters Score -2371372 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18131 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -2371396.500000 Penalty: 4928.569336
	Iteration 27Q: 3 clusters Score -2371396 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18196 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -2371418.000000 Penalty: 4928.569336
	Iteration 28Q: 3 clusters Score -2371418 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18261 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -2371443.000000 Penalty: 4928.569336
	Iteration 29Q: 3 clusters Score -2371443 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18311 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -2371464.000000 Penalty: 4928.569336
	Iteration 30Q: 3 clusters Score -2371464 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18370 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -2371486.000000 Penalty: 4928.569336
	Iteration 31Q: 3 clusters Score -2371486 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18426 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -2371505.500000 Penalty: 4928.569336
	Iteration 32Q: 3 clusters Score -2371506 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18492 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -2371538.250000 Penalty: 4928.569336
	Iteration 33Q: 3 clusters Score -2371538 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18544 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -2371558.250000 Penalty: 4928.569336
	Iteration 34Q: 3 clusters Score -2371558 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18602 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -2371583.000000 Penalty: 4928.569336
	Iteration 35Q: 3 clusters Score -2371583 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18656 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -2371616.000000 Penalty: 4928.569336
	Iteration 36Q: 3 clusters Score -2371616 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18706 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -2371643.250000 Penalty: 4928.569336
	Iteration 37Q: 3 clusters Score -2371643 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18750 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -2371660.500000 Penalty: 4928.569336
	Iteration 38Q: 3 clusters Score -2371660 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18785 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -2371679.500000 Penalty: 4928.569336
	Iteration 39Q: 3 clusters Score -2371680 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18825 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -2371702.500000 Penalty: 4928.569336
	Iteration 40F: 3 clusters Score -2371702 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18864 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -2371728.250000 Penalty: 4928.569336
	Iteration 41Q: 3 clusters Score -2371728 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18912 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -2371756.500000 Penalty: 4928.569336
	Iteration 42Q: 3 clusters Score -2371756 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18956 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -2371781.750000 Penalty: 4928.569336
	Iteration 43Q: 3 clusters Score -2371782 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19007 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -2371822.250000 Penalty: 4928.569336
	Iteration 44Q: 3 clusters Score -2371822 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19060 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -2371884.500000 Penalty: 4928.569336
	Iteration 45Q: 3 clusters Score -2371884 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19124 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -2371990.000000 Penalty: 4928.569336
	Iteration 46Q: 3 clusters Score -2371990 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19188 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -2372111.250000 Penalty: 4928.569336
	Iteration 47Q: 3 clusters Score -2372111 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19224 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -2372191.000000 Penalty: 4928.569336
	Iteration 48Q: 3 clusters Score -2372191 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19250 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -2372220.250000 Penalty: 4928.569336
	Iteration 49Q: 3 clusters Score -2372220 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19264 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -2372238.250000 Penalty: 4928.569336
	Iteration 50Q: 3 clusters Score -2372238 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19279 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -2372256.750000 Penalty: 4928.569336
	Iteration 51Q: 3 clusters Score -2372257 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19285 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -2372258.250000 Penalty: 4928.569336
	Iteration 52Q: 3 clusters Score -2372258 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19284 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -2372261.500000 Penalty: 4928.569336
	Iteration 53Q: 3 clusters Score -2372262 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19286 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -2372257.250000 Penalty: 4928.569336
	Iteration 54Q: 3 clusters Score -2372257 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19287 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -2372261.250000 Penalty: 4928.569336
	Iteration 55Q: 3 clusters Score -2372261 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19287 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -2372260.750000 Penalty: 4928.569336
	Iteration 56Q: 3 clusters Score -2372261 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19287 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -2372262.500000 Penalty: 4928.569336
	Iteration 57Q: 3 clusters Score -2372262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19286 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -2372264.000000 Penalty: 4928.569336
	Iteration 58Q: 3 clusters Score -2372264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19285 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -2372261.250000 Penalty: 4928.569336
	Iteration 59Q: 3 clusters Score -2372261 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19286 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -2372260.250000 Penalty: 4928.569336
	Iteration 60F: 3 clusters Score -2372260 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Entering Unmasked Estep 
Score: -118465.328125 Penalty: 1740.119141
	Iteration 0F: 2 clusters Score -118465.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -116459.953125 Penalty: 3480.238281
	Iteration 0F: 3 clusters Score -116460 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -116824.789062 Penalty: 3480.238281
	Iteration 1F: 3 clusters Score -116824.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -116932.367188 Penalty: 3480.238281
	Iteration 2F: 3 clusters Score -116932.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -116986.382812 Penalty: 3480.238281
	Iteration 3Q: 3 clusters Score -116986.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -117009.703125 Penalty: 3480.238281
	Iteration 4Q: 3 clusters Score -117009.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -117030.929688 Penalty: 3480.238281
	Iteration 5Q: 3 clusters Score -117030.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -117052.023438 Penalty: 3480.238281
	Iteration 6Q: 3 clusters Score -117052 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -117066.398438 Penalty: 3480.238281
	Iteration 7Q: 3 clusters Score -117066.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -117094.882812 Penalty: 3480.238281
	Iteration 8Q: 3 clusters Score -117094.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -117201.593750 Penalty: 3480.238281
	Iteration 9Q: 3 clusters Score -117201.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -117349.812500 Penalty: 3480.238281
	Iteration 10Q: 3 clusters Score -117349.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -117434.757812 Penalty: 3480.238281
	Iteration 11Q: 3 clusters Score -117434.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -117496.984375 Penalty: 3480.238281
	Iteration 12Q: 3 clusters Score -117497 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -117561.195312 Penalty: 3480.238281
	Iteration 13Q: 3 clusters Score -117561.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -117622.851562 Penalty: 3480.238281
	Iteration 14Q: 3 clusters Score -117622.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -117671.429688 Penalty: 3480.238281
	Iteration 15Q: 3 clusters Score -117671.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -117712.226562 Penalty: 3480.238281
	Iteration 16Q: 3 clusters Score -117712.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -117746.898438 Penalty: 3480.238281
	Iteration 17Q: 3 clusters Score -117746.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -117769.203125 Penalty: 3480.238281
	Iteration 18Q: 3 clusters Score -117769.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -117777.062500 Penalty: 3480.238281
	Iteration 19Q: 3 clusters Score -117777.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -117779.312500 Penalty: 3480.238281
	Iteration 20F: 3 clusters Score -117779.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -117783.031250 Penalty: 3480.238281
	Iteration 21Q: 3 clusters Score -117783 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -117787.578125 Penalty: 3480.238281
	Iteration 22Q: 3 clusters Score -117787.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -117790.468750 Penalty: 3480.238281
	Iteration 23Q: 3 clusters Score -117790.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -117791.289062 Penalty: 3480.238281
	Iteration 24Q: 3 clusters Score -117791.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -117794.195312 Penalty: 3480.238281
	Iteration 25Q: 3 clusters Score -117794.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -117795.085938 Penalty: 3480.238281
	Iteration 26Q: 3 clusters Score -117795.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -117795.750000 Penalty: 3480.238281
	Iteration 27Q: 3 clusters Score -117795.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -117795.750000 Penalty: 3480.238281
	Iteration 28F: 3 clusters Score -117795.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (4035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Entering Unmasked Estep 
Score: -442982.656250 Penalty: 2059.084961
	Iteration 0F: 2 clusters Score -442982.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -439031.843750 Penalty: 4118.169922
	Iteration 0F: 3 clusters Score -439031.8 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -440079.375000 Penalty: 4118.169922
	Iteration 1F: 3 clusters Score -440079.4 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -440404.500000 Penalty: 4118.169922
	Iteration 2F: 3 clusters Score -440404.5 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -440639.968750 Penalty: 4118.169922
	Iteration 3F: 3 clusters Score -440640 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -440806.812500 Penalty: 4118.169922
	Iteration 4F: 3 clusters Score -440806.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -440939.843750 Penalty: 4118.169922
	Iteration 5Q: 3 clusters Score -440939.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -441041.656250 Penalty: 4118.169922
	Iteration 6Q: 3 clusters Score -441041.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -441142.531250 Penalty: 4118.169922
	Iteration 7Q: 3 clusters Score -441142.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -441244.250000 Penalty: 4118.169922
	Iteration 8Q: 3 clusters Score -441244.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -441298.500000 Penalty: 4118.169922
	Iteration 9Q: 3 clusters Score -441298.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -441337.656250 Penalty: 4118.169922
	Iteration 10Q: 3 clusters Score -441337.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -441367.125000 Penalty: 4118.169922
	Iteration 11Q: 3 clusters Score -441367.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -441388.125000 Penalty: 4118.169922
	Iteration 12Q: 3 clusters Score -441388.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -441408.000000 Penalty: 4118.169922
	Iteration 13Q: 3 clusters Score -441408 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -441422.187500 Penalty: 4118.169922
	Iteration 14Q: 3 clusters Score -441422.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -441433.937500 Penalty: 4118.169922
	Iteration 15Q: 3 clusters Score -441433.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -441443.062500 Penalty: 4118.169922
	Iteration 16Q: 3 clusters Score -441443.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -441450.812500 Penalty: 4118.169922
	Iteration 17Q: 3 clusters Score -441450.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -441459.656250 Penalty: 4118.169922
	Iteration 18Q: 3 clusters Score -441459.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -441467.281250 Penalty: 4118.169922
	Iteration 19Q: 3 clusters Score -441467.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -441471.031250 Penalty: 4118.169922
	Iteration 20F: 3 clusters Score -441471 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -441472.781250 Penalty: 4118.169922
	Iteration 21Q: 3 clusters Score -441472.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -441473.562500 Penalty: 4118.169922
	Iteration 22Q: 3 clusters Score -441473.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -441473.562500 Penalty: 4118.169922
	Iteration 23F: 3 clusters Score -441473.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (2138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Entering Unmasked Estep 
Score: -212054.062500 Penalty: 1901.571167
	Iteration 0F: 2 clusters Score -212054.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -209347.468750 Penalty: 3803.142334
	Iteration 0F: 3 clusters Score -209347.5 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -209992.453125 Penalty: 3803.142334
	Iteration 1F: 3 clusters Score -209992.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -210245.734375 Penalty: 3803.142334
	Iteration 2F: 3 clusters Score -210245.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -210432.859375 Penalty: 3803.142334
	Iteration 3F: 3 clusters Score -210432.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -210608.453125 Penalty: 3803.142334
	Iteration 4F: 3 clusters Score -210608.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -210762.515625 Penalty: 3803.142334
	Iteration 5F: 3 clusters Score -210762.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -210922.281250 Penalty: 3803.142334
	Iteration 6Q: 3 clusters Score -210922.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -211158.593750 Penalty: 3803.142334
	Iteration 7Q: 3 clusters Score -211158.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -211443.312500 Penalty: 3803.142334
	Iteration 8F: 3 clusters Score -211443.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -211657.578125 Penalty: 3803.142334
	Iteration 9Q: 3 clusters Score -211657.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -211756.171875 Penalty: 3803.142334
	Iteration 10Q: 3 clusters Score -211756.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -211806.468750 Penalty: 3803.142334
	Iteration 11Q: 3 clusters Score -211806.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -211844.500000 Penalty: 3803.142334
	Iteration 12Q: 3 clusters Score -211844.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -211870.375000 Penalty: 3803.142334
	Iteration 13Q: 3 clusters Score -211870.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -211882.765625 Penalty: 3803.142334
	Iteration 14Q: 3 clusters Score -211882.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -211886.437500 Penalty: 3803.142334
	Iteration 15Q: 3 clusters Score -211886.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -211890.109375 Penalty: 3803.142334
	Iteration 16Q: 3 clusters Score -211890.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -211892.031250 Penalty: 3803.142334
	Iteration 17Q: 3 clusters Score -211892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -211894.625000 Penalty: 3803.142334
	Iteration 18Q: 3 clusters Score -211894.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -211896.765625 Penalty: 3803.142334
	Iteration 19Q: 3 clusters Score -211896.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -211897.734375 Penalty: 3803.142334
	Iteration 20F: 3 clusters Score -211897.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -211899.593750 Penalty: 3803.142334
	Iteration 21Q: 3 clusters Score -211899.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -211901.781250 Penalty: 3803.142334
	Iteration 22Q: 3 clusters Score -211901.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -211903.187500 Penalty: 3803.142334
	Iteration 23Q: 3 clusters Score -211903.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -211905.437500 Penalty: 3803.142334
	Iteration 24Q: 3 clusters Score -211905.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -211906.437500 Penalty: 3803.142334
	Iteration 25Q: 3 clusters Score -211906.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -211906.859375 Penalty: 3803.142334
	Iteration 26Q: 3 clusters Score -211906.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -211906.859375 Penalty: 3803.142334
	Iteration 27F: 3 clusters Score -211906.9 nChanged 0
--- Evaluating fit on full set of 4080746 points ---
Entering Unmasked Estep 
Score: -474546432.000000 Penalty: 135900.140625
25->37 Clusters: Score -474546432.000000, best is -474492416.000000
THE BEST YET!

Main iterations: 0 (time per=infms)
Total iterations: 42149 (time per=686.246402ms)
Iterations metric 2: 3210632757248.000000 (time per=9.009003ns)
Iterations metric 3: 96322845671424.000000 (time per=300.288051ps)

That took 28924.599609 seconds.
